From e1afe2e29cee700710faa85063a9a0f7927104f6 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 28 Jul 2026 16:42:15 -0700 Subject: [PATCH 001/234] test(e2e): bound the post-/model/new servable wait at 40s _await_model_servable used poll_timeout (120s), the spend/log read-back budget. A stuck model reload therefore stalled every suite that creates a deployment for two minutes before failing Give create_model a fixed harness middle ground: model_servable_timeout=40s, polled every 2s, with each /v1/models call capped at 5s and clamped to the remaining deadline so one slow GET cannot overrun the wait. Happy path still returns on the first listing. Not derived from proxy general_settings or env Transport.get accepts an optional per-call timeout for that clamp. Unit tests cover the deadline arithmetic and clamp without a live proxy (cherry picked from commit c082a0e6488f50978bf5255f6b5298ba7e8fd8da) --- tests/e2e/proxy_client.py | 134 ++++++++++-- tests/e2e/test_proxy_client_model_servable.py | 190 ++++++++++++++++++ tests/e2e/transport.py | 13 +- 3 files changed, 313 insertions(+), 24 deletions(-) create mode 100644 tests/e2e/test_proxy_client_model_servable.py diff --git a/tests/e2e/proxy_client.py b/tests/e2e/proxy_client.py index 6c6b948e29c..87693175e62 100644 --- a/tests/e2e/proxy_client.py +++ b/tests/e2e/proxy_client.py @@ -75,12 +75,95 @@ from transport import HttpTransport, SplitTransport, Transport RowsPredicate = Callable[[list[SpendLogRow]], bool] +# After /model/new, poll the data plane until the model is listed (or fail). +# Shorter than poll_timeout (spend/log read-backs ~120s); longer than a single +# request. 40s is the harness middle ground: happy path returns on the first +# poll, a stuck reload fails in under a minute instead of two. +MODEL_SERVABLE_TIMEOUT = 40.0 +MODEL_SERVABLE_INTERVAL = 2.0 +# Cap each /v1/models poll so one slow request cannot outlast the budget. +# Clamped further to remaining deadline inside await_servable. +MODEL_SERVABLE_REQUEST_TIMEOUT = 5.0 + + +@dataclass(frozen=True, slots=True) +class Servable: + """The data plane listed the model within the deadline.""" + + +@dataclass(frozen=True, slots=True) +class NotServable: + """The deadline passed without the data plane listing the model. + + `last_result` is the final /v1/models read, so the caller can tell "the proxy + answered but omitted the model" (propagation) from "the read itself failed" + (network/auth) when reporting.""" + + last_result: Result[ModelsListResponse] | None + + +ServableOutcome = Servable | NotServable + + +def await_servable( + list_models: Callable[[float], Result[ModelsListResponse]], + *, + model_name: str, + timeout: float, + interval: float, + request_timeout: float, + now: Callable[[], float], + sleep: Callable[[float], None], +) -> ServableOutcome: + """Poll `list_models` until the data plane lists `model_name` or `timeout` elapses. + + `list_models` receives the per-poll request timeout, clamped to the remaining + deadline so a slow final poll cannot overrun the overall budget. Clock and sleep + are injected so this is exercised without wall-clock waits. Always polls at least + once when the loop starts with a positive budget.""" + deadline = now() + timeout + last_result: Result[ModelsListResponse] | None = None + while True: + remaining = deadline - now() + if remaining <= 0 and last_result is not None: + return NotServable(last_result=last_result) + poll_timeout = min(request_timeout, remaining) if remaining > 0 else request_timeout + last_result = list_models(poll_timeout) + if isinstance(last_result, Success) and any( + entry.id == model_name for entry in last_result.data.data + ): + return Servable() + if now() + interval >= deadline: + return NotServable(last_result=last_result) + sleep(interval) + + +def servable_timeout_message( + *, + model_name: str, + timeout: float, + last_result: Result[ModelsListResponse] | None, +) -> str: + last_error = ( + f"; last /v1/models poll did not succeed: {last_result}" + if last_result is not None and not isinstance(last_result, Success) + else "" + ) + return ( + f"model {model_name!r} was created but never became servable on the data " + f"plane within {timeout}s of /model/new (control/data-plane propagation or " + f"STORE_MODEL_IN_DB reload issue){last_error}" + ) + @dataclass(frozen=True, slots=True) class ProxyClient: transport: Transport poll_timeout: float = 120.0 poll_interval: float = 5.0 + model_servable_timeout: float = MODEL_SERVABLE_TIMEOUT + model_servable_interval: float = MODEL_SERVABLE_INTERVAL + model_servable_request_timeout: float = MODEL_SERVABLE_REQUEST_TIMEOUT # ---- keys / customers (satisfies lifecycle.ResourceClient) ---------- @@ -167,7 +250,12 @@ class ProxyClient: this returns can race the reload and 400 with "Invalid model name passed". We therefore poll the data-plane /v1/models until the model appears before handing back, so callers can invoke it immediately. In the monolithic case - it is already present on the first poll, so this adds one request.""" + it is already present on the first poll, so this adds one request. + + The wait is bounded by `model_servable_timeout` rather than the much longer + `poll_timeout` used for batched read-backs, so a stuck reload fails in under + a minute instead of two. Happy path still returns as soon as /v1/models lists + the model (usually the first poll).""" model_id = unwrap( self.transport.post( "/model/new", @@ -185,32 +273,34 @@ class ProxyClient: def _await_model_servable(self, model_name: str) -> None: """Block until the data plane lists `model_name`, or fail loudly if it does - not within poll_timeout (a real propagation/config problem, surfaced here - instead of as a downstream "Invalid model name passed").""" - deadline = time.monotonic() + self.poll_timeout - last_result: Result[ModelsListResponse] | None = None - while time.monotonic() < deadline: - last_result = self.transport.get( + not within model_servable_timeout (a real propagation/config problem, + surfaced here instead of as a downstream "Invalid model name passed").""" + outcome = await_servable( + lambda poll_timeout: self.transport.get( "/v1/models", headers=self.transport.master, params=NoBody(), response_type=ModelsListResponse, - ) - if isinstance(last_result, Success) and any( - entry.id == model_name for entry in last_result.data.data - ): + timeout=poll_timeout, + ), + model_name=model_name, + timeout=self.model_servable_timeout, + interval=self.model_servable_interval, + request_timeout=self.model_servable_request_timeout, + now=time.monotonic, + sleep=time.sleep, + ) + match outcome: + case Servable(): return - time.sleep(self.poll_interval) - last_error = ( - f"; last /v1/models poll did not succeed: {last_result}" - if last_result is not None and not isinstance(last_result, Success) - else "" - ) - raise AssertionError( - f"model {model_name!r} was created but never became servable on the data " - f"plane within {self.poll_timeout}s of /model/new (control/data-plane " - f"propagation or STORE_MODEL_IN_DB reload issue){last_error}" - ) + case NotServable(last_result=last_result): + raise AssertionError( + servable_timeout_message( + model_name=model_name, + timeout=self.model_servable_timeout, + last_result=last_result, + ) + ) def update_model(self, model_id: str, litellm_params: LiteLLMParamsBody) -> None: """Merge `litellm_params` over the deployment `model_id`'s stored params via diff --git a/tests/e2e/test_proxy_client_model_servable.py b/tests/e2e/test_proxy_client_model_servable.py new file mode 100644 index 00000000000..0cc63f882e2 --- /dev/null +++ b/tests/e2e/test_proxy_client_model_servable.py @@ -0,0 +1,190 @@ +"""Harness coverage for the bounded wait after /model/new (no live proxy). + +Model propagation is polled to a deadline so a stuck control/data-plane reload fails +fast instead of stalling every test that creates a model. The clock and sleep are +injected, so these assert the deadline arithmetic without waiting. +""" + +from __future__ import annotations + +from dataclasses import dataclass, field + +from e2e_http import NetworkError, Result, Success +from models import ModelListEntry, ModelsListResponse +from proxy_client import ( + MODEL_SERVABLE_REQUEST_TIMEOUT, + MODEL_SERVABLE_TIMEOUT, + NotServable, + Servable, + await_servable, + servable_timeout_message, +) + + +def _listing(*model_names: str) -> Result[ModelsListResponse]: + return Success( + status_code=200, + data=ModelsListResponse(data=tuple(ModelListEntry(id=name) for name in model_names)), + ) + + +@dataclass(slots=True) +class FakeClock: + """A clock that only advances when the code under test sleeps or a slow poll runs.""" + + seconds: float = 0.0 + slept: list[float] = field(default_factory=list) # mutable-ok: records calls for assertions + + def now(self) -> float: + return self.seconds + + def sleep(self, duration: float) -> None: + self.slept.append(duration) + self.seconds += duration + + +@dataclass(slots=True) +class FakeModelList: + """Returns each queued /v1/models read in turn, repeating the last forever.""" + + responses: tuple[Result[ModelsListResponse], ...] + calls: int = 0 + timeouts: list[float] = field(default_factory=list) # mutable-ok: records call timeouts + + def __call__(self, request_timeout: float) -> Result[ModelsListResponse]: + self.timeouts.append(request_timeout) + response = self.responses[min(self.calls, len(self.responses) - 1)] + self.calls += 1 + return response + + +def test_returns_servable_on_first_listing_without_sleeping() -> None: + clock = FakeClock() + list_models = FakeModelList(responses=(_listing("my-model"),)) + + outcome = await_servable( + list_models, + model_name="my-model", + timeout=40.0, + interval=2.0, + request_timeout=5.0, + now=clock.now, + sleep=clock.sleep, + ) + + assert outcome == Servable() + assert list_models.calls == 1 + assert list_models.timeouts == [5.0] + assert clock.slept == [] + + +def test_polls_until_the_model_appears() -> None: + clock = FakeClock() + list_models = FakeModelList(responses=(_listing("other"), _listing("other"), _listing("other", "my-model"))) + + outcome = await_servable( + list_models, + model_name="my-model", + timeout=40.0, + interval=2.0, + request_timeout=5.0, + now=clock.now, + sleep=clock.sleep, + ) + + assert outcome == Servable() + assert list_models.calls == 3 + assert clock.seconds == 4.0 + + +def test_gives_up_at_the_deadline_rather_than_polling_forever() -> None: + clock = FakeClock() + list_models = FakeModelList(responses=(_listing("other"),)) + + outcome = await_servable( + list_models, + model_name="my-model", + timeout=10.0, + interval=2.0, + request_timeout=5.0, + now=clock.now, + sleep=clock.sleep, + ) + + assert isinstance(outcome, NotServable) + assert clock.seconds == 8.0 + assert list_models.calls == 5 + assert list_models.timeouts == [5.0, 5.0, 5.0, 4.0, 2.0] + + +def test_does_not_wait_past_the_overall_budget() -> None: + clock = FakeClock() + + outcome = await_servable( + FakeModelList(responses=(_listing("other"),)), + model_name="my-model", + timeout=MODEL_SERVABLE_TIMEOUT, + interval=2.0, + request_timeout=MODEL_SERVABLE_REQUEST_TIMEOUT, + now=clock.now, + sleep=clock.sleep, + ) + + assert isinstance(outcome, NotServable) + assert clock.seconds <= MODEL_SERVABLE_TIMEOUT + + +def test_clamps_request_timeout_to_remaining_deadline() -> None: + """A slow final poll must not receive the full request cap when less budget remains. + + Without the clamp, remaining=3 and cap=5 lets the transport block for 5s and the + overall wait overruns model_servable_timeout by up to ~cap seconds. + """ + clock = FakeClock() + timeouts: list[float] = [] + + def list_models(request_timeout: float) -> Result[ModelsListResponse]: + timeouts.append(request_timeout) + clock.seconds += request_timeout + return _listing("other") + + outcome = await_servable( + list_models, + model_name="my-model", + timeout=10.0, + interval=2.0, + request_timeout=5.0, + now=clock.now, + sleep=clock.sleep, + ) + + assert isinstance(outcome, NotServable) + assert timeouts[0] == 5.0 + assert any(timeout < 5.0 for timeout in timeouts) + assert timeouts[-1] == 3.0 + assert clock.seconds <= 10.0 + + +def test_reports_a_failed_read_distinctly_from_a_missing_model() -> None: + clock = FakeClock() + unreachable: Result[ModelsListResponse] = NetworkError(message="connection refused") + + outcome = await_servable( + FakeModelList(responses=(unreachable,)), + model_name="my-model", + timeout=1.0, + interval=0.5, + request_timeout=5.0, + now=clock.now, + sleep=clock.sleep, + ) + + assert outcome == NotServable(last_result=unreachable) + message = servable_timeout_message(model_name="my-model", timeout=1.0, last_result=unreachable) + assert "connection refused" in message + + listed_without_model = _listing("other") + propagation_message = servable_timeout_message( + model_name="my-model", timeout=1.0, last_result=listed_without_model + ) + assert "did not succeed" not in propagation_message diff --git a/tests/e2e/transport.py b/tests/e2e/transport.py index a6adf83ed1f..27b11befc8e 100644 --- a/tests/e2e/transport.py +++ b/tests/e2e/transport.py @@ -58,6 +58,7 @@ class Transport(Protocol): headers: BaseModel, params: BaseModel, response_type: type[R], + timeout: float | None = None, ) -> Result[R]: ... def delete[R: BaseModel]( @@ -136,13 +137,16 @@ class HttpTransport: headers: BaseModel, params: BaseModel, response_type: type[R], + timeout: float | None = None, ) -> Result[R]: + """`timeout` overrides the transport-wide request_timeout for this call, for + pollers whose own deadline is shorter than it.""" return e2e_http.get( self._url(path), headers=headers, params=params, response_type=response_type, - timeout=self.request_timeout, + timeout=self.request_timeout if timeout is None else timeout, ) def delete[R: BaseModel]( @@ -336,9 +340,14 @@ class SplitTransport: headers: BaseModel, params: BaseModel, response_type: type[R], + timeout: float | None = None, ) -> Result[R]: return self._route(path).get( - path, headers=headers, params=params, response_type=response_type + path, + headers=headers, + params=params, + response_type=response_type, + timeout=timeout, ) def delete[R: BaseModel]( From 5aa66ea33e6c194f66d360e22292f22eddac38e7 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 28 Jul 2026 17:09:20 -0700 Subject: [PATCH 002/234] fix(e2e): wait one default DB reload interval of continuous listing create_model returned after the first /v1/models hit that listed the model, so chat could still land on a cold gateway worker (numWorkers>1 / peer pod) and 400 Invalid model name. Require continuous listing for the product default add_deployment interval (30s) after first sight so every worker has synced from the DB; first listing still bounded at 40s (cherry picked from commit 7d1ee2ff861b970f6de3f6759ff015947af9d2a1) --- tests/e2e/proxy_client.py | 85 ++++++++---- tests/e2e/test_proxy_client_model_servable.py | 125 ++++++++++++------ 2 files changed, 148 insertions(+), 62 deletions(-) diff --git a/tests/e2e/proxy_client.py b/tests/e2e/proxy_client.py index 87693175e62..dfbb90ac08e 100644 --- a/tests/e2e/proxy_client.py +++ b/tests/e2e/proxy_client.py @@ -75,14 +75,17 @@ from transport import HttpTransport, SplitTransport, Transport RowsPredicate = Callable[[list[SpendLogRow]], bool] -# After /model/new, poll the data plane until the model is listed (or fail). -# Shorter than poll_timeout (spend/log read-backs ~120s); longer than a single -# request. 40s is the harness middle ground: happy path returns on the first -# poll, a stuck reload fails in under a minute instead of two. +# After /model/new, the control-plane writer reloads itself immediately, but every +# other gateway worker (and peer pod) only picks the model up on its add_deployment +# job. That job runs every proxy_config_reload_interval_seconds (product default 30). +# A single /v1/models hit can land on a hot worker while the next /chat hits a cold +# one ("Invalid model name"). Wait for first listing within MODEL_SERVABLE_TIMEOUT, +# then require continuous listing for MODEL_SERVABLE_DB_SYNC_SECONDS (the default +# reload interval) so every worker has had a chance to sync from the DB. MODEL_SERVABLE_TIMEOUT = 40.0 +MODEL_SERVABLE_DB_SYNC_SECONDS = 30.0 MODEL_SERVABLE_INTERVAL = 2.0 -# Cap each /v1/models poll so one slow request cannot outlast the budget. -# Clamped further to remaining deadline inside await_servable. +# Cap each /v1/models poll so one slow request cannot outlast the remaining budget. MODEL_SERVABLE_REQUEST_TIMEOUT = 5.0 @@ -112,29 +115,55 @@ def await_servable( timeout: float, interval: float, request_timeout: float, + db_sync_seconds: float, now: Callable[[], float], sleep: Callable[[float], None], ) -> ServableOutcome: - """Poll `list_models` until the data plane lists `model_name` or `timeout` elapses. + """Poll until `model_name` is listed long enough for every worker to DB-sync. - `list_models` receives the per-poll request timeout, clamped to the remaining - deadline so a slow final poll cannot overrun the overall budget. Clock and sleep - are injected so this is exercised without wall-clock waits. Always polls at least - once when the loop starts with a positive budget.""" - deadline = now() + timeout + First listing must happen within `timeout`. After that, the model must stay + listed continuously for `db_sync_seconds` (any miss resets the continuous + window). `db_sync_seconds=0` returns on the first listing. Each poll's request + timeout is clamped to the remaining budget. Clock and sleep are injected.""" + started = now() + first_seen_at: float | None = None last_result: Result[ModelsListResponse] | None = None while True: - remaining = deadline - now() + t = now() + if first_seen_at is None: + deadline = started + timeout + else: + deadline = first_seen_at + db_sync_seconds + remaining = deadline - t if remaining <= 0 and last_result is not None: + if first_seen_at is not None and db_sync_seconds <= 0: + return Servable() + if first_seen_at is not None and t - first_seen_at >= db_sync_seconds: + return Servable() return NotServable(last_result=last_result) poll_timeout = min(request_timeout, remaining) if remaining > 0 else request_timeout last_result = list_models(poll_timeout) - if isinstance(last_result, Success) and any( + listed = isinstance(last_result, Success) and any( entry.id == model_name for entry in last_result.data.data - ): + ) + t = now() + if not listed: + first_seen_at = None + elif first_seen_at is None: + first_seen_at = t + if db_sync_seconds <= 0: + return Servable() + elif t - first_seen_at >= db_sync_seconds: return Servable() - if now() + interval >= deadline: - return NotServable(last_result=last_result) + if first_seen_at is None: + if now() + interval >= started + timeout: + return NotServable(last_result=last_result) + elif now() + interval >= first_seen_at + db_sync_seconds: + # Final stretch: sleep only the remainder of the continuous window. + remainder = first_seen_at + db_sync_seconds - now() + if remainder > 0: + sleep(remainder) + continue sleep(interval) @@ -142,6 +171,7 @@ def servable_timeout_message( *, model_name: str, timeout: float, + db_sync_seconds: float, last_result: Result[ModelsListResponse] | None, ) -> str: last_error = ( @@ -151,7 +181,8 @@ def servable_timeout_message( ) return ( f"model {model_name!r} was created but never became servable on the data " - f"plane within {timeout}s of /model/new (control/data-plane propagation or " + f"plane within {timeout}s of first listing (plus {db_sync_seconds}s continuous " + f"DB sync) after /model/new (control/data-plane propagation or " f"STORE_MODEL_IN_DB reload issue){last_error}" ) @@ -162,6 +193,7 @@ class ProxyClient: poll_timeout: float = 120.0 poll_interval: float = 5.0 model_servable_timeout: float = MODEL_SERVABLE_TIMEOUT + model_servable_db_sync_seconds: float = MODEL_SERVABLE_DB_SYNC_SECONDS model_servable_interval: float = MODEL_SERVABLE_INTERVAL model_servable_request_timeout: float = MODEL_SERVABLE_REQUEST_TIMEOUT @@ -252,10 +284,10 @@ class ProxyClient: handing back, so callers can invoke it immediately. In the monolithic case it is already present on the first poll, so this adds one request. - The wait is bounded by `model_servable_timeout` rather than the much longer - `poll_timeout` used for batched read-backs, so a stuck reload fails in under - a minute instead of two. Happy path still returns as soon as /v1/models lists - the model (usually the first poll).""" + First listing must arrive within `model_servable_timeout` (not the longer + spend `poll_timeout`). The model must then stay listed for + `model_servable_db_sync_seconds` (product default DB reload interval) so every + gateway worker has run add_deployment before callers use the model.""" model_id = unwrap( self.transport.post( "/model/new", @@ -272,9 +304,10 @@ class ProxyClient: return model_id def _await_model_servable(self, model_name: str) -> None: - """Block until the data plane lists `model_name`, or fail loudly if it does - not within model_servable_timeout (a real propagation/config problem, - surfaced here instead of as a downstream "Invalid model name passed").""" + """Block until the data plane lists `model_name` long enough for DB sync. + + Fails if first listing misses model_servable_timeout, or if continuous listing + for model_servable_db_sync_seconds never holds (multi-worker / peer reload).""" outcome = await_servable( lambda poll_timeout: self.transport.get( "/v1/models", @@ -287,6 +320,7 @@ class ProxyClient: timeout=self.model_servable_timeout, interval=self.model_servable_interval, request_timeout=self.model_servable_request_timeout, + db_sync_seconds=self.model_servable_db_sync_seconds, now=time.monotonic, sleep=time.sleep, ) @@ -298,6 +332,7 @@ class ProxyClient: servable_timeout_message( model_name=model_name, timeout=self.model_servable_timeout, + db_sync_seconds=self.model_servable_db_sync_seconds, last_result=last_result, ) ) diff --git a/tests/e2e/test_proxy_client_model_servable.py b/tests/e2e/test_proxy_client_model_servable.py index 0cc63f882e2..c9edd148c2b 100644 --- a/tests/e2e/test_proxy_client_model_servable.py +++ b/tests/e2e/test_proxy_client_model_servable.py @@ -1,8 +1,9 @@ """Harness coverage for the bounded wait after /model/new (no live proxy). -Model propagation is polled to a deadline so a stuck control/data-plane reload fails -fast instead of stalling every test that creates a model. The clock and sleep are -injected, so these assert the deadline arithmetic without waiting. +create_model must wait for the product default DB reload interval of continuous +listing so multi-worker gateways finish add_deployment before callers use the +model. Clock and sleep are injected so these assert the deadline arithmetic +without wall-clock waits. """ from __future__ import annotations @@ -12,6 +13,7 @@ from dataclasses import dataclass, field from e2e_http import NetworkError, Result, Success from models import ModelListEntry, ModelsListResponse from proxy_client import ( + MODEL_SERVABLE_DB_SYNC_SECONDS, MODEL_SERVABLE_REQUEST_TIMEOUT, MODEL_SERVABLE_TIMEOUT, NotServable, @@ -30,8 +32,6 @@ def _listing(*model_names: str) -> Result[ModelsListResponse]: @dataclass(slots=True) class FakeClock: - """A clock that only advances when the code under test sleeps or a slow poll runs.""" - seconds: float = 0.0 slept: list[float] = field(default_factory=list) # mutable-ok: records calls for assertions @@ -45,8 +45,6 @@ class FakeClock: @dataclass(slots=True) class FakeModelList: - """Returns each queued /v1/models read in turn, repeating the last forever.""" - responses: tuple[Result[ModelsListResponse], ...] calls: int = 0 timeouts: list[float] = field(default_factory=list) # mutable-ok: records call timeouts @@ -58,7 +56,7 @@ class FakeModelList: return response -def test_returns_servable_on_first_listing_without_sleeping() -> None: +def test_returns_on_first_listing_when_db_sync_is_zero() -> None: clock = FakeClock() list_models = FakeModelList(responses=(_listing("my-model"),)) @@ -68,17 +66,64 @@ def test_returns_servable_on_first_listing_without_sleeping() -> None: timeout=40.0, interval=2.0, request_timeout=5.0, + db_sync_seconds=0.0, now=clock.now, sleep=clock.sleep, ) assert outcome == Servable() assert list_models.calls == 1 - assert list_models.timeouts == [5.0] assert clock.slept == [] -def test_polls_until_the_model_appears() -> None: +def test_requires_continuous_listing_for_default_db_sync_interval() -> None: + clock = FakeClock() + list_models = FakeModelList(responses=(_listing("my-model"),)) + + outcome = await_servable( + list_models, + model_name="my-model", + timeout=40.0, + interval=2.0, + request_timeout=5.0, + db_sync_seconds=MODEL_SERVABLE_DB_SYNC_SECONDS, + now=clock.now, + sleep=clock.sleep, + ) + + assert outcome == Servable() + assert clock.seconds >= MODEL_SERVABLE_DB_SYNC_SECONDS + assert list_models.calls >= 2 + + +def test_resets_db_sync_window_when_a_poll_misses() -> None: + clock = FakeClock() + list_models = FakeModelList( + responses=( + _listing("my-model"), + _listing("my-model"), + _listing("other"), + _listing("my-model"), + ) + ) + + outcome = await_servable( + list_models, + model_name="my-model", + timeout=40.0, + interval=2.0, + request_timeout=5.0, + db_sync_seconds=6.0, + now=clock.now, + sleep=clock.sleep, + ) + + assert outcome == Servable() + assert list_models.calls >= 4 + assert clock.seconds >= 6.0 + + +def test_polls_until_the_model_first_appears() -> None: clock = FakeClock() list_models = FakeModelList(responses=(_listing("other"), _listing("other"), _listing("other", "my-model"))) @@ -88,6 +133,7 @@ def test_polls_until_the_model_appears() -> None: timeout=40.0, interval=2.0, request_timeout=5.0, + db_sync_seconds=0.0, now=clock.now, sleep=clock.sleep, ) @@ -97,7 +143,7 @@ def test_polls_until_the_model_appears() -> None: assert clock.seconds == 4.0 -def test_gives_up_at_the_deadline_rather_than_polling_forever() -> None: +def test_gives_up_if_first_listing_never_arrives() -> None: clock = FakeClock() list_models = FakeModelList(responses=(_listing("other"),)) @@ -107,6 +153,7 @@ def test_gives_up_at_the_deadline_rather_than_polling_forever() -> None: timeout=10.0, interval=2.0, request_timeout=5.0, + db_sync_seconds=30.0, now=clock.now, sleep=clock.sleep, ) @@ -114,32 +161,9 @@ def test_gives_up_at_the_deadline_rather_than_polling_forever() -> None: assert isinstance(outcome, NotServable) assert clock.seconds == 8.0 assert list_models.calls == 5 - assert list_models.timeouts == [5.0, 5.0, 5.0, 4.0, 2.0] - - -def test_does_not_wait_past_the_overall_budget() -> None: - clock = FakeClock() - - outcome = await_servable( - FakeModelList(responses=(_listing("other"),)), - model_name="my-model", - timeout=MODEL_SERVABLE_TIMEOUT, - interval=2.0, - request_timeout=MODEL_SERVABLE_REQUEST_TIMEOUT, - now=clock.now, - sleep=clock.sleep, - ) - - assert isinstance(outcome, NotServable) - assert clock.seconds <= MODEL_SERVABLE_TIMEOUT def test_clamps_request_timeout_to_remaining_deadline() -> None: - """A slow final poll must not receive the full request cap when less budget remains. - - Without the clamp, remaining=3 and cap=5 lets the transport block for 5s and the - overall wait overruns model_servable_timeout by up to ~cap seconds. - """ clock = FakeClock() timeouts: list[float] = [] @@ -154,6 +178,7 @@ def test_clamps_request_timeout_to_remaining_deadline() -> None: timeout=10.0, interval=2.0, request_timeout=5.0, + db_sync_seconds=30.0, now=clock.now, sleep=clock.sleep, ) @@ -161,10 +186,27 @@ def test_clamps_request_timeout_to_remaining_deadline() -> None: assert isinstance(outcome, NotServable) assert timeouts[0] == 5.0 assert any(timeout < 5.0 for timeout in timeouts) - assert timeouts[-1] == 3.0 assert clock.seconds <= 10.0 +def test_does_not_wait_past_first_listing_budget_when_missing() -> None: + clock = FakeClock() + + outcome = await_servable( + FakeModelList(responses=(_listing("other"),)), + model_name="my-model", + timeout=MODEL_SERVABLE_TIMEOUT, + interval=2.0, + request_timeout=MODEL_SERVABLE_REQUEST_TIMEOUT, + db_sync_seconds=MODEL_SERVABLE_DB_SYNC_SECONDS, + now=clock.now, + sleep=clock.sleep, + ) + + assert isinstance(outcome, NotServable) + assert clock.seconds <= MODEL_SERVABLE_TIMEOUT + + def test_reports_a_failed_read_distinctly_from_a_missing_model() -> None: clock = FakeClock() unreachable: Result[ModelsListResponse] = NetworkError(message="connection refused") @@ -175,16 +217,25 @@ def test_reports_a_failed_read_distinctly_from_a_missing_model() -> None: timeout=1.0, interval=0.5, request_timeout=5.0, + db_sync_seconds=0.0, now=clock.now, sleep=clock.sleep, ) assert outcome == NotServable(last_result=unreachable) - message = servable_timeout_message(model_name="my-model", timeout=1.0, last_result=unreachable) + message = servable_timeout_message( + model_name="my-model", + timeout=1.0, + db_sync_seconds=0.0, + last_result=unreachable, + ) assert "connection refused" in message listed_without_model = _listing("other") propagation_message = servable_timeout_message( - model_name="my-model", timeout=1.0, last_result=listed_without_model + model_name="my-model", + timeout=1.0, + db_sync_seconds=30.0, + last_result=listed_without_model, ) assert "did not succeed" not in propagation_message From 5953a66eab8212beac24d3265cd118b7f4a51176 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 28 Jul 2026 17:10:04 -0700 Subject: [PATCH 003/234] test(e2e): drop proxy_client model-servable unit tests Keep the create_model DB-sync wait in the harness; the pure-function unit file is not needed for this PR (cherry picked from commit 89204651d1a4537c6f21550c5ab85448ae0923f8) --- tests/e2e/test_proxy_client_model_servable.py | 241 ------------------ 1 file changed, 241 deletions(-) delete mode 100644 tests/e2e/test_proxy_client_model_servable.py diff --git a/tests/e2e/test_proxy_client_model_servable.py b/tests/e2e/test_proxy_client_model_servable.py deleted file mode 100644 index c9edd148c2b..00000000000 --- a/tests/e2e/test_proxy_client_model_servable.py +++ /dev/null @@ -1,241 +0,0 @@ -"""Harness coverage for the bounded wait after /model/new (no live proxy). - -create_model must wait for the product default DB reload interval of continuous -listing so multi-worker gateways finish add_deployment before callers use the -model. Clock and sleep are injected so these assert the deadline arithmetic -without wall-clock waits. -""" - -from __future__ import annotations - -from dataclasses import dataclass, field - -from e2e_http import NetworkError, Result, Success -from models import ModelListEntry, ModelsListResponse -from proxy_client import ( - MODEL_SERVABLE_DB_SYNC_SECONDS, - MODEL_SERVABLE_REQUEST_TIMEOUT, - MODEL_SERVABLE_TIMEOUT, - NotServable, - Servable, - await_servable, - servable_timeout_message, -) - - -def _listing(*model_names: str) -> Result[ModelsListResponse]: - return Success( - status_code=200, - data=ModelsListResponse(data=tuple(ModelListEntry(id=name) for name in model_names)), - ) - - -@dataclass(slots=True) -class FakeClock: - seconds: float = 0.0 - slept: list[float] = field(default_factory=list) # mutable-ok: records calls for assertions - - def now(self) -> float: - return self.seconds - - def sleep(self, duration: float) -> None: - self.slept.append(duration) - self.seconds += duration - - -@dataclass(slots=True) -class FakeModelList: - responses: tuple[Result[ModelsListResponse], ...] - calls: int = 0 - timeouts: list[float] = field(default_factory=list) # mutable-ok: records call timeouts - - def __call__(self, request_timeout: float) -> Result[ModelsListResponse]: - self.timeouts.append(request_timeout) - response = self.responses[min(self.calls, len(self.responses) - 1)] - self.calls += 1 - return response - - -def test_returns_on_first_listing_when_db_sync_is_zero() -> None: - clock = FakeClock() - list_models = FakeModelList(responses=(_listing("my-model"),)) - - outcome = await_servable( - list_models, - model_name="my-model", - timeout=40.0, - interval=2.0, - request_timeout=5.0, - db_sync_seconds=0.0, - now=clock.now, - sleep=clock.sleep, - ) - - assert outcome == Servable() - assert list_models.calls == 1 - assert clock.slept == [] - - -def test_requires_continuous_listing_for_default_db_sync_interval() -> None: - clock = FakeClock() - list_models = FakeModelList(responses=(_listing("my-model"),)) - - outcome = await_servable( - list_models, - model_name="my-model", - timeout=40.0, - interval=2.0, - request_timeout=5.0, - db_sync_seconds=MODEL_SERVABLE_DB_SYNC_SECONDS, - now=clock.now, - sleep=clock.sleep, - ) - - assert outcome == Servable() - assert clock.seconds >= MODEL_SERVABLE_DB_SYNC_SECONDS - assert list_models.calls >= 2 - - -def test_resets_db_sync_window_when_a_poll_misses() -> None: - clock = FakeClock() - list_models = FakeModelList( - responses=( - _listing("my-model"), - _listing("my-model"), - _listing("other"), - _listing("my-model"), - ) - ) - - outcome = await_servable( - list_models, - model_name="my-model", - timeout=40.0, - interval=2.0, - request_timeout=5.0, - db_sync_seconds=6.0, - now=clock.now, - sleep=clock.sleep, - ) - - assert outcome == Servable() - assert list_models.calls >= 4 - assert clock.seconds >= 6.0 - - -def test_polls_until_the_model_first_appears() -> None: - clock = FakeClock() - list_models = FakeModelList(responses=(_listing("other"), _listing("other"), _listing("other", "my-model"))) - - outcome = await_servable( - list_models, - model_name="my-model", - timeout=40.0, - interval=2.0, - request_timeout=5.0, - db_sync_seconds=0.0, - now=clock.now, - sleep=clock.sleep, - ) - - assert outcome == Servable() - assert list_models.calls == 3 - assert clock.seconds == 4.0 - - -def test_gives_up_if_first_listing_never_arrives() -> None: - clock = FakeClock() - list_models = FakeModelList(responses=(_listing("other"),)) - - outcome = await_servable( - list_models, - model_name="my-model", - timeout=10.0, - interval=2.0, - request_timeout=5.0, - db_sync_seconds=30.0, - now=clock.now, - sleep=clock.sleep, - ) - - assert isinstance(outcome, NotServable) - assert clock.seconds == 8.0 - assert list_models.calls == 5 - - -def test_clamps_request_timeout_to_remaining_deadline() -> None: - clock = FakeClock() - timeouts: list[float] = [] - - def list_models(request_timeout: float) -> Result[ModelsListResponse]: - timeouts.append(request_timeout) - clock.seconds += request_timeout - return _listing("other") - - outcome = await_servable( - list_models, - model_name="my-model", - timeout=10.0, - interval=2.0, - request_timeout=5.0, - db_sync_seconds=30.0, - now=clock.now, - sleep=clock.sleep, - ) - - assert isinstance(outcome, NotServable) - assert timeouts[0] == 5.0 - assert any(timeout < 5.0 for timeout in timeouts) - assert clock.seconds <= 10.0 - - -def test_does_not_wait_past_first_listing_budget_when_missing() -> None: - clock = FakeClock() - - outcome = await_servable( - FakeModelList(responses=(_listing("other"),)), - model_name="my-model", - timeout=MODEL_SERVABLE_TIMEOUT, - interval=2.0, - request_timeout=MODEL_SERVABLE_REQUEST_TIMEOUT, - db_sync_seconds=MODEL_SERVABLE_DB_SYNC_SECONDS, - now=clock.now, - sleep=clock.sleep, - ) - - assert isinstance(outcome, NotServable) - assert clock.seconds <= MODEL_SERVABLE_TIMEOUT - - -def test_reports_a_failed_read_distinctly_from_a_missing_model() -> None: - clock = FakeClock() - unreachable: Result[ModelsListResponse] = NetworkError(message="connection refused") - - outcome = await_servable( - FakeModelList(responses=(unreachable,)), - model_name="my-model", - timeout=1.0, - interval=0.5, - request_timeout=5.0, - db_sync_seconds=0.0, - now=clock.now, - sleep=clock.sleep, - ) - - assert outcome == NotServable(last_result=unreachable) - message = servable_timeout_message( - model_name="my-model", - timeout=1.0, - db_sync_seconds=0.0, - last_result=unreachable, - ) - assert "connection refused" in message - - listed_without_model = _listing("other") - propagation_message = servable_timeout_message( - model_name="my-model", - timeout=1.0, - db_sync_seconds=30.0, - last_result=listed_without_model, - ) - assert "did not succeed" not in propagation_message From 38d03fd341bf5b7030b2ebbc45c2555a7f1ee1e6 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 28 Jul 2026 17:16:30 -0700 Subject: [PATCH 004/234] fix(e2e): never skip the final deadline-clamped model-servable poll When less than one full poll interval remained in the first-listing budget, the pre-sleep check returned NotServable without another /v1/models call. Sleep only min(interval, time left) so a model that becomes listable in the last seconds of the timeout still gets a clamped final poll (cherry picked from commit 8439195922c913d118cb146409c75cc081d23e6e) --- tests/e2e/proxy_client.py | 43 ++++++++++++++++++++------------------- 1 file changed, 22 insertions(+), 21 deletions(-) diff --git a/tests/e2e/proxy_client.py b/tests/e2e/proxy_client.py index dfbb90ac08e..36dada5770a 100644 --- a/tests/e2e/proxy_client.py +++ b/tests/e2e/proxy_client.py @@ -124,24 +124,28 @@ def await_servable( First listing must happen within `timeout`. After that, the model must stay listed continuously for `db_sync_seconds` (any miss resets the continuous window). `db_sync_seconds=0` returns on the first listing. Each poll's request - timeout is clamped to the remaining budget. Clock and sleep are injected.""" + timeout is clamped to the remaining budget. Sleeps only min(interval, time left) + so a final deadline-clamped poll is never skipped just because a full interval + does not fit. Clock and sleep are injected.""" started = now() first_seen_at: float | None = None last_result: Result[ModelsListResponse] | None = None while True: t = now() - if first_seen_at is None: - deadline = started + timeout - else: - deadline = first_seen_at + db_sync_seconds - remaining = deadline - t - if remaining <= 0 and last_result is not None: - if first_seen_at is not None and db_sync_seconds <= 0: - return Servable() - if first_seen_at is not None and t - first_seen_at >= db_sync_seconds: + phase_deadline = ( + started + timeout if first_seen_at is None else first_seen_at + db_sync_seconds + ) + remaining = phase_deadline - t + if remaining <= 0: + if ( + last_result is not None + and first_seen_at is not None + and (db_sync_seconds <= 0 or t - first_seen_at >= db_sync_seconds) + ): return Servable() return NotServable(last_result=last_result) - poll_timeout = min(request_timeout, remaining) if remaining > 0 else request_timeout + + poll_timeout = min(request_timeout, remaining) last_result = list_models(poll_timeout) listed = isinstance(last_result, Success) and any( entry.id == model_name for entry in last_result.data.data @@ -155,16 +159,13 @@ def await_servable( return Servable() elif t - first_seen_at >= db_sync_seconds: return Servable() - if first_seen_at is None: - if now() + interval >= started + timeout: - return NotServable(last_result=last_result) - elif now() + interval >= first_seen_at + db_sync_seconds: - # Final stretch: sleep only the remainder of the continuous window. - remainder = first_seen_at + db_sync_seconds - now() - if remainder > 0: - sleep(remainder) - continue - sleep(interval) + + phase_deadline = ( + started + timeout if first_seen_at is None else first_seen_at + db_sync_seconds + ) + wait = min(interval, phase_deadline - now()) + if wait > 0: + sleep(wait) def servable_timeout_message( From 87be33f9354f399100c7ededdfba31b0e831d225 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 28 Jul 2026 17:35:13 -0700 Subject: [PATCH 005/234] fix(e2e): reject first listing that returns after the 40s deadline A poll may start with remaining budget and still return after started+timeout if the transport overruns its clamp. Recheck the first-listing deadline after the response so a late listing does not open the continuous DB-sync phase (cherry picked from commit 7ff2bcbf1498ee82f7dbe0b4330c1ab48927ed01) --- tests/e2e/proxy_client.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tests/e2e/proxy_client.py b/tests/e2e/proxy_client.py index 36dada5770a..b3fc8538322 100644 --- a/tests/e2e/proxy_client.py +++ b/tests/e2e/proxy_client.py @@ -154,6 +154,8 @@ def await_servable( if not listed: first_seen_at = None elif first_seen_at is None: + if t > started + timeout: + return NotServable(last_result=last_result) first_seen_at = t if db_sync_seconds <= 0: return Servable() From 82fa66908bb72748efc574a8a1a8750155a85c14 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Tue, 28 Jul 2026 22:15:21 -0700 Subject: [PATCH 006/234] test(e2e): poll MCP tools across multi-worker lag (#35047) * fix(mcp): resolve call_tool by registry without requiring tool map Multi-worker reloads put MCP servers in the registry from the DB but do not re-run tools/list on every process. Gating call_tool on tool_name_to_mcp_server_name_mapping made cold workers 500 with Tool not found after another worker had already listed the tool. Treat a registry match on server id/name/alias as enough; upstream rejects unknown tools * test(e2e): poll MCP register, tools/list, and tools/call across multi-worker lag Stage multi-worker gateways only load MCP servers and tool maps on the process that handled the request. Poll until the server is listed, the tool appears on tools/list, and tools/call is not a cold-worker 500 so key-access and Datadog MCP e2e stop racing the LB * Revert "fix(mcp): resolve call_tool by registry without requiring tool map" This reverts commit 8b56e51e39b876d13d1112efa4130554ddf5f173. * test(e2e): tighten MCP multi-worker lag classifier Only retry tools/call on gateway shapes Tool not found and server_not_found, not any 500 that mentions tool/server not found, so upstream failures are not retried until the poll deadline * test(e2e): drop unit file for MCP lag classifier The live await_call_tool polls already cover multi-worker lag; a separate string-match unit module is not worth keeping (cherry picked from commit c274cf321c5c35c629220a89bb497d15b56f870f) --- tests/e2e/mcp/mcp_client.py | 91 +++++++++++++++++++++- tests/e2e/mcp/test_mcp_access_group_e2e.py | 1 + tests/e2e/mcp/test_mcp_datadog_e2e.py | 28 ++++--- tests/e2e/mcp/test_mcp_key_access_e2e.py | 15 ++-- 4 files changed, 111 insertions(+), 24 deletions(-) diff --git a/tests/e2e/mcp/mcp_client.py b/tests/e2e/mcp/mcp_client.py index 6d0f6ddc760..33ec557c339 100644 --- a/tests/e2e/mcp/mcp_client.py +++ b/tests/e2e/mcp/mcp_client.py @@ -11,13 +11,14 @@ request/response bodies are co-located here because only this suite speaks MCP. from __future__ import annotations +import re import time from collections.abc import Mapping from dataclasses import dataclass from pydantic import BaseModel, ConfigDict, Field, RootModel -from e2e_http import Headers, NoBody, Result, Success, unwrap +from e2e_http import Headers, NoBody, Result, Success, UnknownApiError, unwrap from models import KeyGenerateBody, ObjectPermission from proxy_client import ProxyClient @@ -270,6 +271,60 @@ class McpClient: ) time.sleep(self.proxy.poll_interval) + def await_call_tool( + self, + key: str, + *, + server_id: str, + name: str, + arguments: McpToolArguments, + ) -> McpCallToolResponse: + """Poll tools/call until the result is not a multi-worker registry miss. + + Retries only on the gateway's own cold-worker 500 shapes (Tool + not found / server_not_found). Upstream tool errors and other 500s fail + immediately so non-idempotent calls are not repeated. + """ + deadline = time.monotonic() + self.proxy.poll_timeout + last: Result[McpCallToolResponse] | None = None + while True: + last = self.call_tool(key, server_id=server_id, name=name, arguments=arguments) + if not _is_mcp_not_synced(last, tool_name=name): + return unwrap(last) + if time.monotonic() >= deadline: + raise AssertionError( + f"tools/call for {name!r} on server {server_id} still missing on the " + f"data plane after {self.proxy.poll_timeout}s (multi-worker registry lag); " + f"last result: {last}" + ) + time.sleep(self.proxy.poll_interval) + + def await_call_tool_denied( + self, + key: str, + *, + server_id: str, + name: str, + arguments: McpToolArguments, + ) -> UnknownApiError: + """Poll tools/call until a cold-worker miss clears and the call is 403 access_denied.""" + deadline = time.monotonic() + self.proxy.poll_timeout + last: Result[McpCallToolResponse] | None = None + while True: + last = self.call_tool(key, server_id=server_id, name=name, arguments=arguments) + if isinstance(last, UnknownApiError) and last.status_code == 403: + return last + if not _is_mcp_not_synced(last, tool_name=name): + raise AssertionError( + f"ungranted key's tools/call was not 403 access_denied: {last}" + ) + if time.monotonic() >= deadline: + raise AssertionError( + f"ungranted key never got 403 for {name!r} within {self.proxy.poll_timeout}s; " + f"last result: {last}" + ) + time.sleep(self.proxy.poll_interval) + def register_mcp_content_filter(self, *, name: str, blocked_keyword: str) -> str: """Register a default-on content-filter guardrail that runs on the MCP tool-call hook (pre_mcp_call) and blocks a single keyword. The keyword is @@ -317,5 +372,39 @@ class McpClient: ) +def _is_mcp_not_synced( + result: Result[McpCallToolResponse], + *, + tool_name: str | None = None, +) -> bool: + """True only for gateway multi-worker registry misses, not upstream errors. + + Matches the proxy's own shapes: + - ValueError ``Tool not found`` wrapped as HTTP 500 (cold tool map / + unresolved server on this process) + - REST ``server_not_found`` when this worker has not loaded the MCP server row + + Does not treat arbitrary 500 bodies that merely mention "tool" and "not found" + (e.g. upstream MCP payload text) as lag, so await_call_tool does not retry + real failures or non-idempotent calls. + """ + if not isinstance(result, UnknownApiError) or result.status_code != 500: + return False + body = result.body + body_l = body.lower() + + if "server_not_found" in body_l: + return True + if re.search(r"mcp server ['\"][^'\"]+['\"] was not found", body_l): + return True + + # Gateway: "Tool search_datadog_logs not found" (optionally inside a longer message) + if tool_name is not None: + return ( + re.search(rf"\btool\s+{re.escape(tool_name)}\s+not found\b", body_l) is not None + ) + return re.search(r"\btool\s+\S+\s+not found\b", body_l) is not None + + def build_client(proxy: ProxyClient) -> McpClient: return McpClient(proxy=proxy) diff --git a/tests/e2e/mcp/test_mcp_access_group_e2e.py b/tests/e2e/mcp/test_mcp_access_group_e2e.py index 1b53d1ca0b4..f72b75fd43d 100644 --- a/tests/e2e/mcp/test_mcp_access_group_e2e.py +++ b/tests/e2e/mcp/test_mcp_access_group_e2e.py @@ -29,6 +29,7 @@ class TestMcpAccessGroupToolSelection: ) -> None: group = f"e2e-mcp-grp-{unique_marker()}" server_id = register_datadog_mcp(client, resources, mcp_access_groups=[group]) + client.await_registered(server_id) granted = client.generate_key( user_id=f"e2e-mcp-ag-granted-{unique_marker()}", diff --git a/tests/e2e/mcp/test_mcp_datadog_e2e.py b/tests/e2e/mcp/test_mcp_datadog_e2e.py index 8a539b86bff..d093e307f99 100644 --- a/tests/e2e/mcp/test_mcp_datadog_e2e.py +++ b/tests/e2e/mcp/test_mcp_datadog_e2e.py @@ -60,6 +60,7 @@ class TestDatadogMcpRoundTrip: _assert_datadog_logger_active(client.proxy) server_id = register_datadog_mcp(client, resources) + client.await_registered(server_id) marker = f"{MARKER_PREFIX}{unique_marker()}" key = client.generate_key( @@ -78,22 +79,19 @@ class TestDatadogMcpRoundTrip: ) tool_name = client.await_tool(key, server_id, SEARCH_LOGS_TOOL) - - call = unwrap( - client.call_tool( - key, - server_id=server_id, - name=tool_name, - arguments={ - "query": marker, - "from": DD_SEARCH_FROM, - "to": "now", - "max_tokens": 5000, - "telemetry": { - "intent": "e2e assert seeded litellm completion log is searchable via MCP" - }, + call = client.await_call_tool( + key, + server_id=server_id, + name=tool_name, + arguments={ + "query": marker, + "from": DD_SEARCH_FROM, + "to": "now", + "max_tokens": 5000, + "telemetry": { + "intent": "e2e assert seeded litellm completion log is searchable via MCP" }, - ) + }, ) assert call.is_error is not True, f"search_datadog_logs errored: {call}" body = call.all_text diff --git a/tests/e2e/mcp/test_mcp_key_access_e2e.py b/tests/e2e/mcp/test_mcp_key_access_e2e.py index 35c864c07d8..678424e36d1 100644 --- a/tests/e2e/mcp/test_mcp_key_access_e2e.py +++ b/tests/e2e/mcp/test_mcp_key_access_e2e.py @@ -16,7 +16,7 @@ import pytest from datadog_mcp import SEARCH_LOGS_TOOL, register_datadog_mcp from e2e_config import DD_SEARCH_FROM, unique_marker -from e2e_http import UnknownApiError, unwrap +from e2e_http import unwrap from lifecycle import ResourceManager from mcp_client import McpClient @@ -72,13 +72,12 @@ class TestMcpKeyWithoutAccessIsDenied: "max_tokens": 1000, "telemetry": {"intent": "e2e control call proving granted key can invoke Datadog MCP"}, } - permitted_call = unwrap( - client.call_tool(permitted_key, server_id=server_id, name=tool_name, arguments=search_args) + permitted_call = client.await_call_tool( + permitted_key, server_id=server_id, name=tool_name, arguments=search_args ) assert permitted_call.is_error is not True, f"granted key's tool call errored: {permitted_call}" - match client.call_tool(denied_key, server_id=server_id, name=tool_name, arguments=search_args): - case UnknownApiError(status_code=403, body=body): - assert "access_denied" in body, f"403 was not an MCP access denial: {body}" - case other: - pytest.fail(f"ungranted key's tool call was not refused with 403 access_denied: {other}") + denied = client.await_call_tool_denied( + denied_key, server_id=server_id, name=tool_name, arguments=search_args + ) + assert "access_denied" in denied.body, f"403 was not an MCP access denial: {denied.body}" From b93030f84e7a414d2106528114b09f1fca1ad1aa Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Wed, 29 Jul 2026 21:20:25 +0000 Subject: [PATCH 007/234] fix(vertex_ai): surface real error/status on vertex batch create instead of IndexError 500 --- litellm/llms/vertex_ai/batches/handler.py | 44 ++++++++++++---- .../llms/vertex_ai/batches/transformation.py | 46 ++++++++++++++--- .../llms/vertex_ai/batches/test_handler.py | 50 +++++++++++++++---- .../vertex_ai/batches/test_transformation.py | 43 +++++++++++++++- 4 files changed, 152 insertions(+), 31 deletions(-) diff --git a/litellm/llms/vertex_ai/batches/handler.py b/litellm/llms/vertex_ai/batches/handler.py index ada1356fb6b..f0fd5480c75 100644 --- a/litellm/llms/vertex_ai/batches/handler.py +++ b/litellm/llms/vertex_ai/batches/handler.py @@ -13,7 +13,7 @@ from litellm.llms.custom_httpx.http_handler import ( _get_httpx_client, get_async_httpx_client, ) -from litellm.llms.vertex_ai.common_utils import get_vertex_base_url +from litellm.llms.vertex_ai.common_utils import VertexAIError, get_vertex_base_url from litellm.llms.vertex_ai.gemini.vertex_and_google_ai_studio_gemini import VertexLLM from litellm.types.llms.openai import CreateBatchRequest from litellm.types.llms.vertex_ai import ( @@ -98,7 +98,9 @@ class VertexAIBatchPrediction(VertexLLM): ) if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) _json_response = response.json() vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_response_to_openai_batch_response( @@ -130,7 +132,9 @@ class VertexAIBatchPrediction(VertexLLM): ) raise if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) _json_response = response.json() vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_response_to_openai_batch_response( @@ -242,7 +246,9 @@ class VertexAIBatchPrediction(VertexLLM): ) if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) _json_response = response.json() vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_response_to_openai_batch_response( @@ -292,7 +298,9 @@ class VertexAIBatchPrediction(VertexLLM): headers=headers, ) if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) _json_response = response.json() vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_response_to_openai_batch_response( @@ -365,7 +373,9 @@ class VertexAIBatchPrediction(VertexLLM): ) if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) _json_response = response.json() vertex_batch_response = ( @@ -390,7 +400,9 @@ class VertexAIBatchPrediction(VertexLLM): params=params, ) if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) _json_response = response.json() vertex_batch_response = ( @@ -475,7 +487,9 @@ class VertexAIBatchPrediction(VertexLLM): raise if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) # HTTPHandler.get() does not accept a timeout parameter retrieve_response = sync_handler.get( @@ -488,7 +502,10 @@ class VertexAIBatchPrediction(VertexLLM): retrieve_response.status_code, retrieve_response.text[:1000], ) - raise Exception(f"Error: {retrieve_response.status_code} {retrieve_response.text}") + raise VertexAIError( + status_code=retrieve_response.status_code, + message=f"Error: {retrieve_response.status_code} {retrieve_response.text}", + ) _json_response = retrieve_response.json() vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_response_to_openai_batch_response( @@ -521,7 +538,9 @@ class VertexAIBatchPrediction(VertexLLM): ) raise if response.status_code != 200: - raise Exception(f"Error: {response.status_code} {response.text}") + raise VertexAIError( + status_code=response.status_code, message=f"Error: {response.status_code} {response.text}" + ) # AsyncHTTPHandler.get() does not accept a timeout parameter retrieve_response = await client.get( @@ -534,7 +553,10 @@ class VertexAIBatchPrediction(VertexLLM): retrieve_response.status_code, retrieve_response.text[:1000], ) - raise Exception(f"Error: {retrieve_response.status_code} {retrieve_response.text}") + raise VertexAIError( + status_code=retrieve_response.status_code, + message=f"Error: {retrieve_response.status_code} {retrieve_response.text}", + ) _json_response = retrieve_response.json() vertex_batch_response = VertexAIBatchTransformation.transform_vertex_ai_batch_response_to_openai_batch_response( diff --git a/litellm/llms/vertex_ai/batches/transformation.py b/litellm/llms/vertex_ai/batches/transformation.py index df903ba7ef0..e4299bcf2a0 100644 --- a/litellm/llms/vertex_ai/batches/transformation.py +++ b/litellm/llms/vertex_ai/batches/transformation.py @@ -1,7 +1,9 @@ from typing import Any, Dict, Optional +from urllib.parse import unquote from litellm._uuid import uuid from litellm.llms.vertex_ai.common_utils import ( + VertexAIError, _convert_vertex_datetime_to_openai_datetime, ) from litellm.types.llms.openai import BatchJobStatus, CreateBatchRequest @@ -199,16 +201,40 @@ class VertexAIBatchTransformation: gcs_file_uri format: gs://litellm-testing-bucket/litellm-vertex-files/publishers/google/models/gemini-1.5-flash-001/e9412502-2c91-42a6-8e61-f5c294cc0fc8 returns: "publishers/google/models/gemini-1.5-flash-001" + + Raises a 400 `VertexAIError` when the uri carries no parseable model path. """ - from urllib.parse import unquote - - decoded_uri = unquote(gcs_file_uri) - - model_path = decoded_uri.split("publishers/")[1] - parts = model_path.split("/") - model = f"publishers/{'/'.join(parts[:3])}" + model = cls._parse_model_from_gcs_file(gcs_file_uri) + if model is None: + raise VertexAIError( + status_code=400, + message=( + "Vertex AI batch creation requires the model to be part of `input_file_id`, but " + f"'{gcs_file_uri}' contains no 'publishers//models/' path segment. " + "Either upload the input file through LiteLLM (POST /v1/files with " + "custom_llm_provider=vertex_ai), which encodes the model into the returned file id, or " + "pass a uri of the form " + "gs:////publishers//models//" + ), + ) return model + @classmethod + def _parse_model_from_gcs_file(cls, gcs_file_uri: str) -> str | None: + """ + Returns the `publishers//models/` path from a gcs uri, or None if the uri + does not contain one. + """ + _, separator, model_path = unquote(gcs_file_uri).partition("publishers/") + if not separator: + return None + + parts = model_path.split("/") + if len(parts) < 3 or parts[1] != "models" or not parts[2]: + return None + + return f"publishers/{'/'.join(parts[:3])}" + @classmethod def is_unmanaged_gcs_batch_input_file_id(cls, input_file_id: Optional[str]) -> bool: """ @@ -216,7 +242,11 @@ class VertexAIBatchTransformation: LiteLLM-managed unified file id) with a `publishers/` model path that `_get_model_from_gcs_file` can parse. """ - return input_file_id is not None and input_file_id.startswith("gs://") and "publishers/" in input_file_id + return ( + input_file_id is not None + and input_file_id.startswith("gs://") + and cls._parse_model_from_gcs_file(input_file_id) is not None + ) @classmethod def get_bare_model_name_from_gcs_file(cls, gcs_file_uri: str) -> str: diff --git a/tests/test_litellm/llms/vertex_ai/batches/test_handler.py b/tests/test_litellm/llms/vertex_ai/batches/test_handler.py index cacea234777..b9fb5dfe3c5 100644 --- a/tests/test_litellm/llms/vertex_ai/batches/test_handler.py +++ b/tests/test_litellm/llms/vertex_ai/batches/test_handler.py @@ -40,6 +40,7 @@ sys.path.insert(0, os.path.abspath("../../../../..")) from litellm.llms.vertex_ai.batches.handler import ( # noqa: E402 VertexAIBatchPrediction, ) +from litellm.llms.vertex_ai.common_utils import VertexAIError # noqa: E402 from litellm.types.utils import LiteLLMBatch # noqa: E402 HMOD = "litellm.llms.vertex_ai.batches.handler" @@ -184,7 +185,7 @@ def test_create_batch_sync_non_200_raises(): client.post.return_value = _http_response(status_code=500) with patch(f"{HMOD}._get_httpx_client", return_value=client): - with pytest.raises(Exception, match="Error: 500"): + with pytest.raises(VertexAIError, match="Error: 500") as exc_info: h.create_batch( _is_async=False, create_batch_data=CREATE_DATA, @@ -196,6 +197,32 @@ def test_create_batch_sync_non_200_raises(): max_retries=None, ) + assert exc_info.value.status_code == 500 + assert "error text" in str(exc_info.value) + + +def test_create_batch_input_file_id_without_model_raises_400_before_post(): + """A gs:// uri with no publishers//models/ path is a 400, not a bare 500.""" + h = _make_handler() + client = MagicMock() + + with patch(f"{HMOD}._get_httpx_client", return_value=client): + with pytest.raises(VertexAIError) as exc_info: + h.create_batch( + _is_async=False, + create_batch_data={"input_file_id": "gs://bucket/batch-input.jsonl"}, + api_base=None, + vertex_credentials=None, + vertex_project=PROJECT, + vertex_location=LOCATION, + timeout=600.0, + max_retries=None, + ) + + assert exc_info.value.status_code == 400 + assert "gs://bucket/batch-input.jsonl" in str(exc_info.value) + client.post.assert_not_called() + def test_create_batch_async_non_200_raises(): h = _make_handler() @@ -216,9 +243,12 @@ def test_create_batch_async_non_200_raises(): timeout=600.0, max_retries=None, ) - with pytest.raises(Exception, match="Error: 403"): + with pytest.raises(VertexAIError, match="Error: 403") as exc_info: _run(coro) + assert exc_info.value.status_code == 403 + assert "error text" in str(exc_info.value) + # =========================================================================== # # retrieve_batch @@ -292,7 +322,7 @@ def test_retrieve_batch_sync_non_200_raises(): patch(f"{HMOD}._get_httpx_client", return_value=MagicMock()), patch(f"{HMOD}.safe_get", return_value=_http_response(status_code=404)), ): - with pytest.raises(Exception, match="Error: 404"): + with pytest.raises(VertexAIError, match="Error: 404"): h.retrieve_batch( _is_async=False, batch_id=BATCH_ID, @@ -438,7 +468,7 @@ def test_list_batches_sync_non_200_raises(): client.get.return_value = _http_response(status_code=500) with patch(f"{HMOD}._get_httpx_client", return_value=client): - with pytest.raises(Exception, match="Error: 500"): + with pytest.raises(VertexAIError, match="Error: 500"): h.list_batches( _is_async=False, after=None, @@ -530,7 +560,7 @@ def test_cancel_batch_sync_cancel_post_non_200_raises(): client.post.return_value = _http_response(status_code=500) with patch(f"{HMOD}._get_httpx_client", return_value=client): - with pytest.raises(Exception, match="Error: 500"): + with pytest.raises(VertexAIError, match="Error: 500"): h.cancel_batch( _is_async=False, batch_id=BATCH_ID, @@ -552,7 +582,7 @@ def test_cancel_batch_sync_retrieve_non_200_raises(): client.get.return_value = _http_response(status_code=404) with patch(f"{HMOD}._get_httpx_client", return_value=client): - with pytest.raises(Exception, match="Error: 404"): + with pytest.raises(VertexAIError, match="Error: 404"): h.cancel_batch( _is_async=False, batch_id=BATCH_ID, @@ -672,7 +702,7 @@ def test_async_retrieve_batch_non_200_raises(): timeout=600.0, max_retries=None, ) - with pytest.raises(Exception, match="Error: 500"): + with pytest.raises(VertexAIError, match="Error: 500"): _run(coro) @@ -726,7 +756,7 @@ def test_async_list_batches_non_200_raises(): timeout=600.0, max_retries=None, ) - with pytest.raises(Exception, match="Error: 500"): + with pytest.raises(VertexAIError, match="Error: 500"): _run(coro) @@ -779,7 +809,7 @@ def test_async_cancel_batch_httpstatuserror_and_retrieve_non_200(): timeout=600.0, max_retries=None, ) - with pytest.raises(Exception, match="Error: 500"): + with pytest.raises(VertexAIError, match="Error: 500"): _run(coro) async_client_post500.get.assert_not_awaited() @@ -801,5 +831,5 @@ def test_async_cancel_batch_httpstatuserror_and_retrieve_non_200(): timeout=600.0, max_retries=None, ) - with pytest.raises(Exception, match="Error: 404"): + with pytest.raises(VertexAIError, match="Error: 404"): _run(coro) diff --git a/tests/test_litellm/llms/vertex_ai/batches/test_transformation.py b/tests/test_litellm/llms/vertex_ai/batches/test_transformation.py index 1b37ade6b30..8352ec16389 100644 --- a/tests/test_litellm/llms/vertex_ai/batches/test_transformation.py +++ b/tests/test_litellm/llms/vertex_ai/batches/test_transformation.py @@ -25,6 +25,7 @@ from litellm.llms.vertex_ai.batches.transformation import ( # noqa: E402 VertexAIBatchTransformation, ) from litellm.llms.vertex_ai.common_utils import ( # noqa: E402 + VertexAIError, _convert_vertex_datetime_to_openai_datetime, ) from litellm.types.utils import LiteLLMBatch # noqa: E402 @@ -69,6 +70,24 @@ def test_transform_openai_request_missing_input_file_id_raises(): T.transform_openai_batch_request_to_vertex_ai_batch_request({}) +@pytest.mark.parametrize( + "input_file_id", + [ + "gs://bucket/no-model-here.jsonl", + "gs://bucket/publishers/google/gemini-1.5-flash-001/file-uuid", + "gs://bucket/publishers/google/models", + "gs://bucket/publishers/google/models//file-uuid", + ], +) +def test_transform_openai_request_unparseable_model_raises_400(input_file_id: str): + """An input_file_id with no parseable model path is a client error, not an IndexError -> 500.""" + with pytest.raises(VertexAIError) as exc_info: + T.transform_openai_batch_request_to_vertex_ai_batch_request({"input_file_id": input_file_id}) + + assert exc_info.value.status_code == 400 + assert input_file_id in str(exc_info.value) + + # =========================================================================== # # transform_vertex_ai_batch_response_to_openai_batch_response # =========================================================================== # @@ -299,9 +318,29 @@ def test_get_model_from_gcs_file_url_encoded(): assert T._get_model_from_gcs_file(encoded) == "publishers/google/models/gemini-1.5-flash-001" -def test_get_model_from_gcs_file_no_publishers_raises(): - with pytest.raises(IndexError): +def test_get_model_from_gcs_file_no_publishers_raises_400(): + with pytest.raises(VertexAIError) as exc_info: T._get_model_from_gcs_file("gs://bucket/no-model-here.jsonl") + assert exc_info.value.status_code == 400 + + +# =========================================================================== # +# is_unmanaged_gcs_batch_input_file_id +# =========================================================================== # + + +@pytest.mark.parametrize( + "input_file_id, expected", + [ + (INPUT_FILE, True), + (None, False), + ("file-abc123", False), + ("gs://bucket/no-model-here.jsonl", False), + ("gs://bucket/publishers/google/gemini-1.5-flash-001/file-uuid", False), + ], +) +def test_is_unmanaged_gcs_batch_input_file_id(input_file_id, expected): + assert T.is_unmanaged_gcs_batch_input_file_id(input_file_id) is expected # =========================================================================== # From 18d9c7aa21e1308c5ecf05254b29bc0715965bde Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Wed, 29 Jul 2026 22:09:49 +0000 Subject: [PATCH 008/234] fix(bedrock): pass SSE-KMS key through to the batch input-file S3 upload --- .../llms/bedrock/batches/transformation.py | 8 ++- litellm/llms/bedrock/common_utils.py | 19 ++++- litellm/llms/bedrock/files/transformation.py | 16 ++++- litellm/types/router.py | 1 + .../bedrock/batches/test_transformation.py | 2 +- .../test_bedrock_files_transformation.py | 72 ++++++++++++++++++- tests/test_litellm/test_router.py | 31 ++++++++ 7 files changed, 141 insertions(+), 8 deletions(-) diff --git a/litellm/llms/bedrock/batches/transformation.py b/litellm/llms/bedrock/batches/transformation.py index a4ff1c78467..7500531b81a 100644 --- a/litellm/llms/bedrock/batches/transformation.py +++ b/litellm/llms/bedrock/batches/transformation.py @@ -12,7 +12,6 @@ from litellm.litellm_core_utils.cloud_storage_security import ( from litellm.litellm_core_utils.safe_json_dumps import safe_dumps from litellm.llms.base_llm.batches.transformation import BaseBatchesConfig from litellm.llms.base_llm.chat.transformation import BaseLLMException -from litellm.secret_managers.main import get_secret_str from litellm.types.llms.bedrock import ( BedrockCreateBatchRequest, BedrockCreateBatchResponse, @@ -29,7 +28,7 @@ from litellm.types.llms.openai import ( from litellm.types.utils import LiteLLMBatch, LlmProviders from ..base_aws_llm import BaseAWSLLM -from ..common_utils import CommonBatchFilesUtils +from ..common_utils import CommonBatchFilesUtils, resolve_s3_encryption_key_id # Bedrock batch input files are uploaded as # s3://bucket/litellm-bedrock-files-{model, ":" -> "-"}-{uuid4}.jsonl (see @@ -200,7 +199,10 @@ class BedrockBatchesConfig(BaseAWSLLM, BaseBatchesConfig): ) # Add optional KMS encryption key ID if provided - s3_encryption_key_id = litellm_params.get("s3_encryption_key_id") or get_secret_str("AWS_S3_ENCRYPTION_KEY_ID") + s3_encryption_key_id = resolve_s3_encryption_key_id( + litellm_params=litellm_params, + optional_params=optional_params, + ) if s3_encryption_key_id: s3_output_config["s3EncryptionKeyId"] = s3_encryption_key_id diff --git a/litellm/llms/bedrock/common_utils.py b/litellm/llms/bedrock/common_utils.py index 5114677ffc0..9d427fa6f12 100644 --- a/litellm/llms/bedrock/common_utils.py +++ b/litellm/llms/bedrock/common_utils.py @@ -35,7 +35,7 @@ from litellm.llms.base_llm.anthropic_messages.transformation import ( ) from litellm.llms.base_llm.base_utils import BaseLLMModelInfo, BaseTokenCounter from litellm.llms.base_llm.chat.transformation import BaseLLMException -from litellm.secret_managers.main import get_secret +from litellm.secret_managers.main import get_secret, get_secret_str if TYPE_CHECKING: from litellm.types.llms.openai import AllMessageValues @@ -1313,6 +1313,23 @@ def get_anthropic_beta_from_headers(headers: dict) -> List[str]: return [] +def resolve_s3_encryption_key_id( + litellm_params: Mapping[str, Any], + optional_params: Mapping[str, Any] | None = None, +) -> str | None: + """ + Resolve the SSE-KMS key configured for Bedrock batch/file S3 objects. + + Precedence: `s3_encryption_key_id` in litellm_params, then optional_params + (client-side / request params), then the AWS_S3_ENCRYPTION_KEY_ID env var. + """ + for source in (litellm_params, optional_params or {}): + value = source.get("s3_encryption_key_id") + if isinstance(value, str) and value: + return value + return get_secret_str("AWS_S3_ENCRYPTION_KEY_ID") + + class CommonBatchFilesUtils: """ Common utilities for Bedrock batch and file operations. diff --git a/litellm/llms/bedrock/files/transformation.py b/litellm/llms/bedrock/files/transformation.py index d4865a1c87a..d1674b260b4 100644 --- a/litellm/llms/bedrock/files/transformation.py +++ b/litellm/llms/bedrock/files/transformation.py @@ -53,7 +53,7 @@ from litellm.types.utils import ExtractedFileData, LlmProviders, SpecialEnums from litellm.utils import get_llm_provider from ..base_aws_llm import BaseAWSLLM -from ..common_utils import BedrockError +from ..common_utils import BedrockError, resolve_s3_encryption_key_id # litellm_params key used to hand the SigV4-signed GET headers from # `transform_file_content_request` to `validate_environment` (the only hook @@ -741,6 +741,10 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): content=file_content, api_base=api_base, optional_params=optional_params, + s3_encryption_key_id=resolve_s3_encryption_key_id( + litellm_params=litellm_params, + optional_params=optional_params, + ), ) litellm_params["upload_url"] = api_base @@ -758,6 +762,7 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): content: str, api_base: str, optional_params: dict, + s3_encryption_key_id: str | None = None, ) -> Tuple[dict, str]: """ Sign S3 PUT request using the same proven logic as S3Logger. @@ -790,11 +795,20 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): content_hash = hashlib.sha256(content.encode("utf-8")).hexdigest() # Prepare headers with required S3 headers (same as s3_v2.py) + sse_headers = ( + { + "x-amz-server-side-encryption": "aws:kms", + "x-amz-server-side-encryption-aws-kms-key-id": s3_encryption_key_id, + } + if s3_encryption_key_id + else {} + ) request_headers = { "Content-Type": "application/json", # JSONL files are JSON content "x-amz-content-sha256": content_hash, # REQUIRED by S3 "Content-Language": "en", "Cache-Control": "private, immutable, max-age=31536000, s-maxage=0", + **sse_headers, } # Use requests.Request to prepare the request (same pattern as s3_v2.py) diff --git a/litellm/types/router.py b/litellm/types/router.py index 28e4a8272e8..c4d679a2500 100644 --- a/litellm/types/router.py +++ b/litellm/types/router.py @@ -211,6 +211,7 @@ class CredentialLiteLLMParams(BaseModel): aws_bedrock_runtime_endpoint: Optional[str] = None aws_bedrock_project_id: Optional[str] = None s3_bucket_name: Optional[str] = None + s3_encryption_key_id: Optional[str] = None ## IBM WATSONX ## watsonx_region_name: Optional[str] = None diff --git a/tests/test_litellm/llms/bedrock/batches/test_transformation.py b/tests/test_litellm/llms/bedrock/batches/test_transformation.py index 3681daffe5e..01420eb10df 100644 --- a/tests/test_litellm/llms/bedrock/batches/test_transformation.py +++ b/tests/test_litellm/llms/bedrock/batches/test_transformation.py @@ -172,7 +172,7 @@ def test_create_request_omits_kms_key_when_absent(config): "generate_unique_job_name", return_value="litellm-batch-1", ), patch.object(config.common_utils, "sign_aws_request") as mock_sign, patch( - "litellm.llms.bedrock.batches.transformation.get_secret_str", + "litellm.llms.bedrock.common_utils.get_secret_str", return_value=None, ): mock_sign.return_value = ({}, b"{}") diff --git a/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py b/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py index c548fe53e15..a57e5801327 100644 --- a/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py +++ b/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py @@ -442,7 +442,7 @@ class TestBedrockFilesTransformation: captured_optional_params: dict = {} - def fake_sign(content, api_base, optional_params): + def fake_sign(content, api_base, optional_params, s3_encryption_key_id=None): captured_optional_params.update(optional_params) return {"Authorization": "fake"}, content @@ -498,7 +498,7 @@ class TestBedrockFilesTransformation: captured_optional_params: dict = {} - def fake_sign(content, api_base, optional_params): + def fake_sign(content, api_base, optional_params, s3_encryption_key_id=None): captured_optional_params.update(optional_params) return {"Authorization": "fake"}, content @@ -514,6 +514,74 @@ class TestBedrockFilesTransformation: captured_optional_params.get("aws_region_name") == "us-gov-west-1" ), "s3_region_name must override aws_region_name for SigV4 signing" + def _signed_upload_request(self, litellm_params: dict) -> dict: + from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + + config = BedrockFilesConfig() + jsonl_content = json.dumps( + { + "custom_id": "req-1", + "method": "POST", + "url": "/v1/chat/completions", + "body": { + "model": "bedrock/amazon.nova-pro-v1:0", + "messages": [{"role": "user", "content": "Hello"}], + "max_tokens": 10, + }, + } + ).encode() + + request = config.transform_create_file_request( + model="amazon.nova-pro-v1:0", + create_file_data={ + "file": ("batch.jsonl", jsonl_content, "application/jsonl"), + "purpose": "batch", + }, + optional_params={ + "aws_access_key_id": "test-key-id", + "aws_secret_access_key": "test-secret", + "aws_region_name": "us-west-2", + }, + litellm_params={"s3_bucket_name": "litellm-batch-bucket", **litellm_params}, + ) + assert isinstance(request, dict) + return request + + def test_upload_signs_sse_kms_headers_when_key_configured(self, monkeypatch): + """ + Buckets whose policy requires SSE-KMS reject the batch input-file PutObject + unless the upload carries the aws:kms encryption headers; they must also be + covered by SigV4 SignedHeaders or S3 answers SignatureDoesNotMatch. + """ + monkeypatch.delenv("AWS_S3_ENCRYPTION_KEY_ID", raising=False) + kms_key = "arn:aws:kms:us-west-2:1234:key/abcd" + + request = self._signed_upload_request({"s3_encryption_key_id": kms_key}) + + headers = {key.lower(): value for key, value in request["headers"].items()} + assert headers["x-amz-server-side-encryption"] == "aws:kms" + assert headers["x-amz-server-side-encryption-aws-kms-key-id"] == kms_key + signed_headers = headers["authorization"].split("SignedHeaders=")[1].split(",")[0] + assert "x-amz-server-side-encryption" in signed_headers + assert "x-amz-server-side-encryption-aws-kms-key-id" in signed_headers + + def test_upload_reads_sse_kms_key_from_env(self, monkeypatch): + monkeypatch.setenv("AWS_S3_ENCRYPTION_KEY_ID", "env-kms-key") + + request = self._signed_upload_request({}) + + headers = {key.lower(): value for key, value in request["headers"].items()} + assert headers["x-amz-server-side-encryption-aws-kms-key-id"] == "env-kms-key" + + def test_upload_omits_sse_headers_when_no_key_configured(self, monkeypatch): + monkeypatch.delenv("AWS_S3_ENCRYPTION_KEY_ID", raising=False) + + request = self._signed_upload_request({}) + + headers = {key.lower() for key in request["headers"]} + assert "x-amz-server-side-encryption" not in headers + assert "x-amz-server-side-encryption-aws-kms-key-id" not in headers + def test_openai_passthrough_still_works(self): """ Regression test: ensure OpenAI-compatible models (e.g. gpt-oss) diff --git a/tests/test_litellm/test_router.py b/tests/test_litellm/test_router.py index 46b5ce65c3f..fa047d7ee46 100644 --- a/tests/test_litellm/test_router.py +++ b/tests/test_litellm/test_router.py @@ -3666,6 +3666,37 @@ def test_get_deployment_credentials_with_provider_includes_bucket_name(): assert credentials["custom_llm_provider"] == "vertex_ai" +def test_get_deployment_credentials_with_provider_includes_s3_encryption_key_id(): + """ + Regression: s3_encryption_key_id must survive the CredentialLiteLLMParams filter, + otherwise the Bedrock batch input-file upload loses the SSE-KMS key and S3 rejects + the PutObject on buckets whose policy requires aws:kms encryption. + """ + router = litellm.Router( + model_list=[ + { + "model_name": "bedrock-batch", + "litellm_params": { + "model": "bedrock/anthropic.claude-sonnet-4-20250514-v1:0", + "aws_region_name": "us-west-2", + "s3_bucket_name": "my-batch-bucket", + "s3_encryption_key_id": "arn:aws:kms:us-west-2:1234:key/abcd", + }, + } + ], + ) + + credentials = router.get_deployment_credentials_with_provider( + model_id="bedrock-batch" + ) + + assert credentials is not None + assert ( + credentials["s3_encryption_key_id"] + == "arn:aws:kms:us-west-2:1234:key/abcd" + ) + + def test_get_deployment_credentials_with_provider_resolves_credential_name(): """ Test that get_deployment_credentials_with_provider correctly resolves From 0b809cf7d68e368b7a7ee90d7134c4841c944e3c Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Fri, 31 Jul 2026 03:21:20 +0000 Subject: [PATCH 009/234] fix(anthropic adapter): stop indexing choices[0] on choiceless streaming chunks Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .../adapters/streaming_iterator.py | 30 +++++++ .../test_streaming_iterator_empty_choices.py | 87 +++++++++++++++++++ 2 files changed, 117 insertions(+) create mode 100644 tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_empty_choices.py diff --git a/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py b/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py index d9bcfa19a7f..194cbcc9327 100644 --- a/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py +++ b/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py @@ -329,6 +329,26 @@ class AnthropicStreamWrapper(AdapterCompletionStreamWrapper): merged_chunk["context_management"] = ContextManagementResponse(applied_edits=list(self.applied_edits)) return self._augment_message_delta_usage(merged_chunk) + def _handle_choiceless_chunk(self, chunk: Any) -> bool: + """Consume an OpenAI-compatible chunk that carries no ``choices``. + + ``choices`` is legitimately empty on metadata-only chunks; the final + usage chunk emitted when ``stream_options.include_usage`` is set is the + common case (vLLM and other OpenAI-compatible servers do this). Such a + chunk carries no content-block information, so the caller must not run + the content-block state machine over it. + + Returns True when a merged ``message_delta`` was queued (usage folded + into the held stop-reason chunk); False when the chunk should be + skipped entirely. + """ + if self.holding_stop_reason_chunk is not None and getattr(chunk, "usage", None) is not None: + self.chunk_queue.append(self._merge_usage_into_held_stop_reason_chunk(chunk)) + self.queued_usage_chunk = True + self.holding_stop_reason_chunk = None + return True + return False + def _ensure_context_management_attached(self, message_delta_chunk: Dict[str, Any]) -> Dict[str, Any]: """Attach ``context_management`` to a ``message_delta`` chunk if ``self.applied_edits`` is non-empty and the chunk does not already @@ -490,6 +510,11 @@ class AnthropicStreamWrapper(AdapterCompletionStreamWrapper): if chunk == "None" or chunk is None: raise Exception + if not getattr(chunk, "choices", None): + if self._handle_choiceless_chunk(chunk): + return self.chunk_queue.popleft() + continue + should_start_new_block = self._should_start_new_content_block(chunk) is_opening_first_block = self.sent_content_block_start is False if is_opening_first_block and self._is_blank_delta(chunk): @@ -713,6 +738,11 @@ class AnthropicStreamWrapper(AdapterCompletionStreamWrapper): if chunk == "None" or chunk is None: raise Exception + if not getattr(chunk, "choices", None): + if self._handle_choiceless_chunk(chunk): + return self.chunk_queue.popleft() + continue + should_start_new_block = self._should_start_new_content_block(chunk) is_opening_first_block = self.sent_content_block_start is False if is_opening_first_block and self._is_blank_delta(chunk): diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_empty_choices.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_empty_choices.py new file mode 100644 index 00000000000..3e85872f1e5 --- /dev/null +++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_empty_choices.py @@ -0,0 +1,87 @@ +""" +Regression tests for OpenAI-compatible chunks with an empty ``choices`` list. + +``choices: []`` is valid OpenAI-compatible streaming: vLLM (and OpenAI itself, +when ``stream_options.include_usage`` is set) emits a final usage chunk with no +choices, and some gateways emit metadata-only chunks mid-stream. The adapter +used to index ``chunk.choices[0]`` unconditionally, so such a chunk raised +``IndexError: list index out of range`` and killed the ``/v1/messages`` stream. +""" + +import asyncio +import json +from typing import Any, AsyncIterator, Dict, List, Optional + +from litellm.llms.anthropic.experimental_pass_through.adapters.streaming_iterator import ( + AnthropicStreamWrapper, +) +from litellm.types.utils import Delta, ModelResponseStream, StreamingChoices, Usage + + +def _text_chunk(text: str) -> ModelResponseStream: + return ModelResponseStream( + choices=[StreamingChoices(index=0, delta=Delta(content=text), finish_reason=None)] + ) + + +def _finish_chunk() -> ModelResponseStream: + return ModelResponseStream(choices=[StreamingChoices(index=0, delta=Delta(), finish_reason="stop")]) + + +def _empty_choices_chunk(usage: Optional[Usage] = None) -> ModelResponseStream: + return ModelResponseStream(choices=[], usage=usage) + + +def _collect_async(wrapper: AnthropicStreamWrapper) -> str: + async def _run() -> str: + return "".join( + [raw.decode() if isinstance(raw, bytes) else raw async for raw in wrapper.async_anthropic_sse_wrapper()] + ) + + return asyncio.run(_run()) + + +def _message_delta(sse: str) -> Dict[str, Any]: + return next( + json.loads(line[len("data: ") :]) + for block in sse.split("\n\n") + for line in block.splitlines() + if line.startswith("data: ") and '"message_delta"' in line + ) + + +def test_leading_metadata_chunk_without_choices_does_not_kill_stream(): + """A metadata-only chunk before any content must be skipped, not indexed.""" + chunks: List[ModelResponseStream] = [ + _empty_choices_chunk(), + _text_chunk("Hello"), + _text_chunk(" there"), + _finish_chunk(), + ] + wrapper = AnthropicStreamWrapper(completion_stream=iter(chunks), model="mock-model") + events = list(wrapper) + + text = "".join( + event["delta"]["text"] for event in events if event.get("type") == "content_block_delta" + ) + assert text == "Hello there" + assert events[-1]["type"] == "message_stop" + + +def test_final_usage_chunk_without_choices_is_merged_into_message_delta(): + """The vLLM/OpenAI final usage chunk carries no choices; its usage must + still land on the Anthropic ``message_delta``.""" + usage = Usage(prompt_tokens=10, completion_tokens=3, total_tokens=13) + + async def _aiter() -> "AsyncIterator[ModelResponseStream]": + for chunk in [_text_chunk("Hi"), _finish_chunk(), _empty_choices_chunk(usage)]: + yield chunk + + sse = _collect_async(AnthropicStreamWrapper(completion_stream=_aiter(), model="mock-model")) + + message_delta = _message_delta(sse) + assert message_delta["delta"]["stop_reason"] == "end_turn" + assert message_delta["usage"]["input_tokens"] == 10 + assert message_delta["usage"]["output_tokens"] == 3 + assert "Hi" in sse + assert "message_stop" in sse From f0ffc6507e1d21daa4f3a13a0245daa55effccd2 Mon Sep 17 00:00:00 2001 From: Rithvik Mysore Suresh Date: Fri, 31 Jul 2026 10:16:35 -0400 Subject: [PATCH 010/234] fix(batches): keep managed files on owner Managed files and batches are provider-owned. Cross-model fallbacks can dispatch creation with credentials that cannot access the input file and replace the owning provider's validation error.\n\nCloses #35359 --- litellm/proxy/batches_endpoints/endpoints.py | 5 ++- .../proxy/batches_endpoints/test_endpoints.py | 3 +- tests/test_litellm/test_router.py | 45 +++++++++++++++++++ 3 files changed, 51 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py index a91b29002e3..b7713d388ea 100644 --- a/litellm/proxy/batches_endpoints/endpoints.py +++ b/litellm/proxy/batches_endpoints/endpoints.py @@ -262,7 +262,10 @@ async def create_batch( detail={"error": "LLM Router not initialized. Ensure models added to proxy."}, ) - response = await llm_router.acreate_batch(**_create_batch_data) + response = await llm_router.acreate_batch( + **_create_batch_data, + disable_fallbacks=True, + ) response.input_file_id = input_file_id response._hidden_params["unified_file_id"] = unified_file_id else: diff --git a/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py b/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py index 6a185988c9b..b382313ea1f 100644 --- a/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py +++ b/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py @@ -469,7 +469,7 @@ async def test_create__fallback_body_custom_llm_provider(harness): @pytest.mark.asyncio -async def test_create__unified_file_id_single_model(harness): +async def test_create__unified_file_id_single_model_disables_cross_model_fallbacks(harness): set_body( harness, { @@ -489,6 +489,7 @@ async def test_create__unified_file_id_single_model(harness): harness.litellm_acreate.assert_not_called() # model injected from the unified id, input_file_id restored, hidden param set assert harness.router_kwargs()["model"] == "gpt-4o-mini" + assert harness.router_kwargs()["disable_fallbacks"] is True assert resp.input_file_id == "litellm_proxy_unified_id" assert resp._hidden_params["unified_file_id"] == "unified-xyz" diff --git a/tests/test_litellm/test_router.py b/tests/test_litellm/test_router.py index 46b5ce65c3f..aa917757bbf 100644 --- a/tests/test_litellm/test_router.py +++ b/tests/test_litellm/test_router.py @@ -6054,6 +6054,51 @@ def test_get_configured_token_limits_coerces_numeric_strings(): assert router.get_configured_token_limits("quoted-limits-model") == (32000, 8000) +@pytest.mark.asyncio +async def test_acreate_batch_disable_fallbacks_surfaces_owning_provider_error(): + router = litellm.Router( + model_list=[ + { + "model_name": "owning-model", + "litellm_params": { + "model": "openai/gpt-4o-mini", + "api_key": "sk-owning", + }, + }, + { + "model_name": "fallback-model", + "litellm_params": { + "model": "azure/gpt-4o-mini", + "api_key": "sk-fallback", + "api_base": "https://fallback.openai.azure.com", + "api_version": "2024-08-01-preview", + }, + }, + ], + fallbacks=[{"owning-model": ["fallback-model"]}], + num_retries=0, + ) + owning_provider_error = litellm.BadRequestError( + message="completion_window must be one of: 24h", + model="openai/gpt-4o-mini", + llm_provider="openai", + ) + mock_create = AsyncMock(side_effect=owning_provider_error) + + with patch.object(router, "_acreate_batch", mock_create): + with pytest.raises(litellm.BadRequestError, match="24h"): + await router.acreate_batch( + model="owning-model", + input_file_id="file-owned-by-openai", + endpoint="/v1/chat/completions", + completion_window="5m", + disable_fallbacks=True, + ) + + mock_create.assert_awaited_once() + assert mock_create.call_args.kwargs["model"] == "owning-model" + + @pytest.mark.asyncio async def test_acreate_batch_request_bedrock_tags_override_deployment_tags(): import httpx From 55726fc09e979fee39680a465b1e04b95def8c3b Mon Sep 17 00:00:00 2001 From: Rithvik Mysore Suresh Date: Fri, 31 Jul 2026 10:28:52 -0400 Subject: [PATCH 011/234] fix(batches): override existing fallback flag Build one kwargs mapping so managed-file ownership always disables cross-model fallback without duplicating a request-enriched key. --- litellm/proxy/batches_endpoints/endpoints.py | 3 +-- tests/test_litellm/proxy/batches_endpoints/test_endpoints.py | 1 + 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py index b7713d388ea..a5a03320f7a 100644 --- a/litellm/proxy/batches_endpoints/endpoints.py +++ b/litellm/proxy/batches_endpoints/endpoints.py @@ -263,8 +263,7 @@ async def create_batch( ) response = await llm_router.acreate_batch( - **_create_batch_data, - disable_fallbacks=True, + **{**_create_batch_data, "disable_fallbacks": True}, ) response.input_file_id = input_file_id response._hidden_params["unified_file_id"] = unified_file_id diff --git a/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py b/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py index b382313ea1f..f8bc3e10d79 100644 --- a/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py +++ b/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py @@ -476,6 +476,7 @@ async def test_create__unified_file_id_single_model_disables_cross_model_fallbac "input_file_id": "litellm_proxy_unified_id", "endpoint": "/v1/chat/completions", "completion_window": "24h", + "disable_fallbacks": False, }, ) with ( From efb5f74173879660d4a79eed66d882da57980946 Mon Sep 17 00:00:00 2001 From: Rithvik Mysore Suresh Date: Fri, 31 Jul 2026 10:39:05 -0400 Subject: [PATCH 012/234] fix(batches): overwrite fallback flag in place Avoid a fresh mutable kwargs mapping while still replacing any request-enriched value before router dispatch. --- litellm/proxy/batches_endpoints/endpoints.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py index a5a03320f7a..f94518b16b6 100644 --- a/litellm/proxy/batches_endpoints/endpoints.py +++ b/litellm/proxy/batches_endpoints/endpoints.py @@ -262,9 +262,8 @@ async def create_batch( detail={"error": "LLM Router not initialized. Ensure models added to proxy."}, ) - response = await llm_router.acreate_batch( - **{**_create_batch_data, "disable_fallbacks": True}, - ) + _create_batch_data.update(disable_fallbacks=True) # pyright: ignore[reportCallIssue] # router flag + response = await llm_router.acreate_batch(**_create_batch_data) response.input_file_id = input_file_id response._hidden_params["unified_file_id"] = unified_file_id else: From bae58eb4e0aa015d5085264e8b0d9a342f163ce5 Mon Sep 17 00:00:00 2001 From: eugene-yao-zocdoc Date: Fri, 31 Jul 2026 13:03:13 -0400 Subject: [PATCH 013/234] fix(anthropic): preserve mid-turn system messages Generated with AI Co-Authored-By: Claude Code --- .../chat/guardrail_translation/handler.py | 209 ++++-- .../adapters/transformation.py | 48 +- .../responses_adapters/transformation.py | 49 +- litellm/types/guardrails.py | 47 +- litellm/types/llms/anthropic.py | 12 + .../test_anthropic_guardrail_handler.py | 699 ++++++++++++++++++ ...al_pass_through_adapters_transformation.py | 218 ++++++ .../context_management/test_compact.py | 54 ++ .../test_responses_adapters_transformation.py | 138 ++++ 9 files changed, 1380 insertions(+), 94 deletions(-) diff --git a/litellm/llms/anthropic/chat/guardrail_translation/handler.py b/litellm/llms/anthropic/chat/guardrail_translation/handler.py index a549db94224..82707e741c0 100644 --- a/litellm/llms/anthropic/chat/guardrail_translation/handler.py +++ b/litellm/llms/anthropic/chat/guardrail_translation/handler.py @@ -13,6 +13,7 @@ Pattern Overview: """ import json +from copy import deepcopy from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, cast from litellm._logging import verbose_proxy_logger @@ -24,7 +25,6 @@ from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTra from litellm.llms.base_llm.guardrail_translation.utils import ( effective_skip_system_message_for_guardrail, effective_skip_tool_message_for_guardrail, - openai_messages_without_system, openai_messages_without_tool, ) from litellm.proxy.pass_through_endpoints.llm_provider_handlers.anthropic_passthrough_logging_handler import ( @@ -59,14 +59,10 @@ if TYPE_CHECKING: class AnthropicMessagesHandler(BaseTranslation): - """ - Handler for processing Anthropic messages with guardrails. + """Process Anthropic messages with guardrails. - This class provides methods to: - 1. Process input messages (pre-call hook) - 2. Process output responses (post-call hook) - - Methods can be overridden to customize behavior for different message formats. + In-sequence system entries are untrusted client input. This handler scans and preserves + them through guardrail rewrites; downstream provider handling is out of scope. """ def __init__(self): @@ -279,14 +275,26 @@ class AnthropicMessagesHandler(BaseTranslation): skip_system = effective_skip_system_message_for_guardrail(guardrail_to_apply) skip_tool = effective_skip_tool_message_for_guardrail(guardrail_to_apply) - chat_completion_compatible_request = self._translate_to_openai(data) + # Exclude only the trusted top-level prompt. In-sequence system entries are untrusted + # and must stay aligned with texts_to_check for positional masking. When the top-level + # prompt is included, the pre-existing count mismatch disables positional masking. + translation_source = { # mutable-ok: API message payload + key: value for key, value in data.items() if key != "system" + } # mutable-ok: API message payload + chat_completion_compatible_request = self._translate_to_openai(translation_source) structured_messages = cast( List[AllMessageValues], chat_completion_compatible_request.get("messages", []), ) - if skip_system: - structured_messages = openai_messages_without_system(structured_messages) + has_midturn_system_message = any( + str(message.get("role") or "").lower() == "system" for message in structured_messages + ) + hoisted_system_message: AllMessageValues | None = None + if not skip_system: + hoisted_system_message = self._hoisted_top_level_system_message(data) + if hoisted_system_message is not None: + structured_messages.insert(0, hoisted_system_message) if skip_tool: structured_messages = openai_messages_without_tool(structured_messages) @@ -346,7 +354,12 @@ class AnthropicMessagesHandler(BaseTranslation): guardrailed_structured_messages is not None and guardrailed_structured_messages is not original_structured_messages ): - self._write_back_structured_messages(data, guardrailed_structured_messages) + self._write_back_structured_messages( + data, + guardrailed_structured_messages, + hoisted_system_message=hoisted_system_message, + preserve_system_messages=has_midturn_system_message, + ) else: # Step 3: Map guardrail responses back to original message structure await self._apply_guardrail_responses_to_input( @@ -359,36 +372,120 @@ class AnthropicMessagesHandler(BaseTranslation): return data - @staticmethod - def _write_back_structured_messages(data: dict, structured_messages: list) -> None: - """Convert compressed structured_messages back to Anthropic format and write to data. + def _hoisted_top_level_system_message( + self, data: dict + ) -> AllMessageValues | None: # mutable-ok: API message payload + """Return the system message produced by translating the top-level prompt.""" + system = data.get("system") + if not system: + return None + probe = self._translate_to_openai( + { # mutable-ok: API message payload + "model": data.get("model") or "", + "messages": [], # mutable-ok: API message payload + "system": system, + } + ) + hoisted = probe.get("messages") or [] # mutable-ok: API message payload + return hoisted[0] if hoisted else None - ``anthropic_messages_pt`` merges every run of consecutive user/tool rows - into a single message, so a turn carrying only tool results and the user - turn that follows it come back fused, and the request the model sees no - longer has the boundaries the client sent. Converting a row at a time - would keep them apart but breaks tool pairing: an assistant row whose - tool results sit outside its own call reads as an orphaned tool call, - and under ``modify_params`` the sanitizer answers it with a synthetic - "tool execution skipped" result and drops the real one. Converting each - assistant row together with the tool rows that answer it, and every - other row on its own, satisfies both. - """ + @staticmethod + def _openai_system_message_to_anthropic( + message: dict[str, Any], + ) -> dict[str, Any] | None: # mutable-ok: API message payload + """Convert an OpenAI system message to the client's Anthropic-shaped entry.""" + content = message.get("content") + if isinstance(content, str): + return ( + {"role": "system", "content": content} if content else None # mutable-ok: API message payload + ) # mutable-ok: API message payload + if not isinstance(content, list): + return None + blocks: list[dict[str, Any]] = [] # mutable-ok: API message payload + for block in content: + if not isinstance(block, dict) or block.get("type") != "text": + continue + text = block.get("text") + if not isinstance(text, str) or not text: + continue + anthropic_block: dict[str, Any] = { # mutable-ok: API message payload + "type": "text", + "text": text, + } # mutable-ok: API message payload + cache_control = block.get("cache_control") + if cache_control: + anthropic_block["cache_control"] = deepcopy(cache_control) + blocks.append(anthropic_block) + return ( + {"role": "system", "content": blocks} if blocks else None # mutable-ok: API message payload + ) # mutable-ok: API message payload + + @staticmethod + def _is_hoisted_top_level_system(message: Any, hoisted_system_message: Any) -> bool: + """Match the hoisted prompt by identity, or by value after serialization.""" + if hoisted_system_message is None: + return False + if message is hoisted_system_message: + return True + return ( + isinstance(message, dict) and isinstance(hoisted_system_message, dict) and message == hoisted_system_message + ) + + @staticmethod + def _write_back_structured_messages( + data: dict, # mutable-ok: API message payload + structured_messages: list, # mutable-ok: API message payload + hoisted_system_message: Any = None, + preserve_system_messages: bool = False, + ) -> None: + """Write a guardrail's structured-message rewrite back without losing corrections.""" from litellm.litellm_core_utils.prompt_templates.factory import ( anthropic_messages_pt, group_tool_exchanges, ) + def _is_system(message: Any) -> bool: + return isinstance(message, dict) and str(message.get("role") or "").lower() == "system" + model = str(data.get("model") or "") - non_system = [m for m in structured_messages if m.get("role") != "system"] - groups = tuple([non_system[index] for index in group] for group in group_tool_exchanges(non_system)) or ( - non_system, - ) - converted = [ - message - for group in groups - for message in anthropic_messages_pt(messages=group, model=model, llm_provider="anthropic") - ] + converted: list = [] # mutable-ok: API message payload + + def _convert_run(run: list) -> None: # mutable-ok: API message payload + for group in group_tool_exchanges(run): + converted.extend( + anthropic_messages_pt( + messages=[ # mutable-ok: API message payload + run[index] for index in group + ], # mutable-ok: API message payload + model=model, + llm_provider="anthropic", + ) + ) + + run: list = [] # mutable-ok: API message payload + hoisted_dropped = False + for message in structured_messages: + if not _is_system(message): + run.append(message) + continue + _convert_run(run) + run = [] # mutable-ok: API message payload + if not hoisted_dropped and AnthropicMessagesHandler._is_hoisted_top_level_system( + message, hoisted_system_message + ): + hoisted_dropped = True + continue + if preserve_system_messages: + anthropic_system = AnthropicMessagesHandler._openai_system_message_to_anthropic(message) + if anthropic_system is not None: + converted.append(anthropic_system) + _convert_run(run) + if not any(not _is_system(message) for message in converted): + converted.extend( + anthropic_messages_pt( + messages=[], model=model, llm_provider="anthropic" + ) # mutable-ok: API message payload + ) # mutable-ok: API message payload for msg in converted: content = msg.get("content") if isinstance(content, list): @@ -397,6 +494,29 @@ class AnthropicMessagesHandler(BaseTranslation): block.pop("cache_control", None) data["messages"] = converted + @staticmethod + def _extract_midturn_system_text( + message: dict[str, Any], # mutable-ok: API message payload + msg_idx: int, + texts_to_check: list[str], # mutable-ok: API message payload + task_mappings: list[tuple[int, int | None]], # mutable-ok: API message payload + ) -> None: + content = message.get("content") + if isinstance(content, str): + if content: + texts_to_check.append(content) + task_mappings.append((msg_idx, None)) + return + if not isinstance(content, list): + return + for content_idx, content_item in enumerate(content): + if not isinstance(content_item, dict) or content_item.get("type") != "text": + continue + text_str = content_item.get("text") + if isinstance(text_str, str) and text_str: + texts_to_check.append(text_str) + task_mappings.append((msg_idx, content_idx)) + def extract_request_tool_names(self, data: dict) -> List[str]: """Extract tool names from Anthropic messages request (tools[].name).""" names: List[str] = [] @@ -415,15 +535,18 @@ class AnthropicMessagesHandler(BaseTranslation): skip_system_message: bool = False, skip_tool_message: bool = False, ) -> None: - """ - Extract text content and images from a message. - - Override this method to customize text/image extraction logic. - """ - role = str(message.get("role") or "").lower() - if skip_system_message and role == "system": + """Extract text content and images from a message.""" + role = str(message.get("role") or "") + if role == "system": + # Match the adapter's filtering so positional guardrail write-back stays aligned. + self._extract_midturn_system_text( + message=message, + msg_idx=msg_idx, + texts_to_check=texts_to_check, + task_mappings=task_mappings, + ) return - if skip_tool_message and role == "tool": + if skip_tool_message and role.lower() == "tool": return content = message.get("content", None) diff --git a/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py b/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py index 86c9c1db481..707d53e9006 100644 --- a/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py +++ b/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py @@ -85,12 +85,12 @@ from litellm.llms.anthropic.experimental_pass_through.context_management import ) from litellm.types.llms.anthropic import ( ANTHROPIC_HOSTED_TOOLS, + AllAnthropicPassThroughMessageValues, AllAnthropicToolsValues, - AnthopicMessagesAssistantMessageParam, AnthropicFinishReason, AnthropicMessagesRequest, + AnthropicMessagesSystemMessageParam, AnthropicMessagesToolChoice, - AnthropicMessagesUserMessageParam, AnthropicResponseContentBlockRedactedThinking, AnthropicResponseContentBlockText, AnthropicResponseContentBlockThinking, @@ -354,12 +354,7 @@ class LiteLLMAnthropicMessagesAdapter: def translate_anthropic_messages_to_openai( self, - messages: List[ - Union[ - AnthropicMessagesUserMessageParam, - AnthopicMessagesAssistantMessageParam, - ] - ], + messages: List[AllAnthropicPassThroughMessageValues], # mutable-ok: API message payload model: Optional[str] = None, ) -> List: new_messages: List[AllMessageValues] = [] @@ -367,6 +362,11 @@ class LiteLLMAnthropicMessagesAdapter: user_message: Optional[ChatCompletionUserMessage] = None tool_message_list: List[ChatCompletionToolMessage] = [] new_user_content_list: List[Union[ChatCompletionTextObject, ChatCompletionImageObject]] = [] + if m["role"] == "system": + system_message = self._translate_midturn_system_message_to_openai(m, model) + if system_message is not None: + new_messages.append(system_message) + continue ## USER MESSAGE ## if m["role"] == "user": ## translate user message @@ -867,6 +867,29 @@ class LiteLLMAnthropicMessagesAdapter: for def_schema in schema[key].values(): LiteLLMAnthropicMessagesAdapter._add_additional_properties_false(def_schema) + def _translate_midturn_system_message_to_openai( + self, + message: AnthropicMessagesSystemMessageParam, + model: str | None, + ) -> ChatCompletionSystemMessage | None: + """Translate an in-sequence system entry without changing its role or position.""" + content = message.get("content") + if isinstance(content, str): + return ChatCompletionSystemMessage(role="system", content=content) if content else None + if not isinstance(content, list): + return None + text_parts: list[ChatCompletionTextObject] = [] # mutable-ok: API message payload + for block in content: + if not isinstance(block, dict) or block.get("type") != "text": + continue + text = block.get("text") + if not text: + continue + text_obj = ChatCompletionTextObject(type="text", text=text) + self._add_cache_control_if_applicable(block, text_obj, model) + text_parts.append(text_obj) + return ChatCompletionSystemMessage(role="system", content=text_parts) if text_parts else None + def _add_system_message_to_messages( self, new_messages: List[AllMessageValues], @@ -1068,13 +1091,8 @@ class LiteLLMAnthropicMessagesAdapter: tool_name_mapping: Dict[str, str] = {} ## CONVERT ANTHROPIC MESSAGES TO OPENAI - messages_list: List[Union[AnthropicMessagesUserMessageParam, AnthopicMessagesAssistantMessageParam]] = cast( - List[ - Union[ - AnthropicMessagesUserMessageParam, - AnthopicMessagesAssistantMessageParam, - ] - ], + messages_list = cast( + List[AllAnthropicPassThroughMessageValues], anthropic_message_request["messages"], ) new_messages = self.translate_anthropic_messages_to_openai( diff --git a/litellm/llms/anthropic/experimental_pass_through/responses_adapters/transformation.py b/litellm/llms/anthropic/experimental_pass_through/responses_adapters/transformation.py index 172e54de98e..cbe36100eb0 100644 --- a/litellm/llms/anthropic/experimental_pass_through/responses_adapters/transformation.py +++ b/litellm/llms/anthropic/experimental_pass_through/responses_adapters/transformation.py @@ -6,6 +6,7 @@ path used for OpenAI and Azure models. """ import json +from collections.abc import Iterable from typing import Any, Dict, List, Optional, Union, cast from litellm.litellm_core_utils.reasoning_effort_utils import ( @@ -15,15 +16,15 @@ from litellm.llms.anthropic.experimental_pass_through.utils import ( is_reasoning_auto_summary_enabled, ) from litellm.types.llms.anthropic import ( + AllAnthropicPassThroughMessageValues, AllAnthropicToolsValues, - AnthopicMessagesAssistantMessageParam, AnthropicFinishReason, AnthropicMessagesRequest, AnthropicMessagesToolChoice, - AnthropicMessagesUserMessageParam, AnthropicResponseContentBlockText, AnthropicResponseContentBlockThinking, AnthropicResponseContentBlockToolUse, + AnthropicSystemMessageContent, ) from litellm.types.llms.anthropic_messages.anthropic_response import ( AnthropicMessagesResponse, @@ -54,19 +55,32 @@ class LiteLLMAnthropicToResponsesAPIAdapter: return source.get("url") return None + @staticmethod + def _translate_midturn_system_content_to_responses( + content: Union[str, Iterable[AnthropicSystemMessageContent]], + ) -> list[dict[str, str]]: # mutable-ok: API message payload + """Convert in-sequence system content to Responses input-text parts.""" + if isinstance(content, str): + return ( + [{"type": "input_text", "text": content}] if content else [] # mutable-ok: API message payload + ) # mutable-ok: API message payload + if not isinstance(content, list): + return [] # mutable-ok: API message payload + return [ # mutable-ok: API message payload + {"type": "input_text", "text": text} # mutable-ok: API message payload + for block in content + if isinstance(block, dict) and block.get("type") == "text" and (text := block.get("text")) + ] + def translate_messages_to_responses_input( self, - messages: List[ - Union[ - AnthropicMessagesUserMessageParam, - AnthopicMessagesAssistantMessageParam, - ] - ], + messages: List[AllAnthropicPassThroughMessageValues], # mutable-ok: API message payload ) -> List[Dict[str, Any]]: """ Convert Anthropic messages list to Responses API `input` items. Mapping: + system text -> message(role=system, input_text) user text -> message(role=user, input_text) user image -> message(role=user, input_image) user tool_result -> function_call_output @@ -76,6 +90,18 @@ class LiteLLMAnthropicToResponsesAPIAdapter: input_items: List[Dict[str, Any]] = [] for m in messages: + if m["role"] == "system": + system_parts = self._translate_midturn_system_content_to_responses(m.get("content")) + if system_parts: + input_items.append( + { # mutable-ok: API message payload + "type": "message", + "role": "system", + "content": system_parts, + } + ) + continue + role = m["role"] content = m.get("content") @@ -287,12 +313,7 @@ class LiteLLMAnthropicToResponsesAPIAdapter: """ model: str = anthropic_request["model"] messages_list = cast( - List[ - Union[ - AnthropicMessagesUserMessageParam, - AnthopicMessagesAssistantMessageParam, - ] - ], + List[AllAnthropicPassThroughMessageValues], anthropic_request["messages"], ) diff --git a/litellm/types/guardrails.py b/litellm/types/guardrails.py index af419d8cb6f..2e0da24ccda 100644 --- a/litellm/types/guardrails.py +++ b/litellm/types/guardrails.py @@ -11,12 +11,24 @@ from litellm.types.proxy.guardrails.guardrail_hooks.akto import ( from litellm.types.proxy.guardrails.guardrail_hooks.block_code_execution import ( BlockCodeExecutionGuardrailConfigModel, ) +from litellm.types.proxy.guardrails.guardrail_hooks.cisco_ai_defense import ( + CiscoAIDefenseGuardrailConfigModel, +) +from litellm.types.proxy.guardrails.guardrail_hooks.compresr import ( + CompresrGuardrailConfigModel, +) from litellm.types.proxy.guardrails.guardrail_hooks.enkryptai import ( EnkryptAIGuardrailConfigs, ) from litellm.types.proxy.guardrails.guardrail_hooks.grayswan import ( GraySwanGuardrailConfigModel, ) +from litellm.types.proxy.guardrails.guardrail_hooks.headroom import ( + HeadroomGuardrailConfigModel, +) +from litellm.types.proxy.guardrails.guardrail_hooks.hiddenlayer import ( + HiddenlayerGuardrailConfigModel, +) from litellm.types.proxy.guardrails.guardrail_hooks.ibm import ( IBMGuardrailsBaseConfigModel, ) @@ -29,38 +41,26 @@ from litellm.types.proxy.guardrails.guardrail_hooks.ovalix import ( from litellm.types.proxy.guardrails.guardrail_hooks.promptguard import ( PromptGuardConfigModel, ) -from litellm.types.proxy.guardrails.guardrail_hooks.xecguard import ( - XecGuardConfigModel, +from litellm.types.proxy.guardrails.guardrail_hooks.qohash import ( + QostodianNexusConfigModel, ) from litellm.types.proxy.guardrails.guardrail_hooks.qualifire import ( QualifireGuardrailConfigModel, ) -from litellm.types.proxy.guardrails.guardrail_hooks.tool_permission import ( - ToolPermissionGuardrailConfigModel, -) -from litellm.types.proxy.guardrails.guardrail_hooks.hiddenlayer import ( - HiddenlayerGuardrailConfigModel, -) -from litellm.types.proxy.guardrails.guardrail_hooks.qohash import ( - QostodianNexusConfigModel, -) from litellm.types.proxy.guardrails.guardrail_hooks.repelloai import ( RepelloAIGuardrailConfigModel, ) -from litellm.types.proxy.guardrails.guardrail_hooks.vigil_guard import ( - VigilGuardGuardrailConfigModel, -) -from litellm.types.proxy.guardrails.guardrail_hooks.cisco_ai_defense import ( - CiscoAIDefenseGuardrailConfigModel, -) from litellm.types.proxy.guardrails.guardrail_hooks.singulr import ( SingulrGuardrailConfigModel, ) -from litellm.types.proxy.guardrails.guardrail_hooks.headroom import ( - HeadroomGuardrailConfigModel, +from litellm.types.proxy.guardrails.guardrail_hooks.tool_permission import ( + ToolPermissionGuardrailConfigModel, ) -from litellm.types.proxy.guardrails.guardrail_hooks.compresr import ( - CompresrGuardrailConfigModel, +from litellm.types.proxy.guardrails.guardrail_hooks.vigil_guard import ( + VigilGuardGuardrailConfigModel, +) +from litellm.types.proxy.guardrails.guardrail_hooks.xecguard import ( + XecGuardConfigModel, ) """ @@ -743,7 +743,10 @@ class BaseLitellmParams(ContentFilterConfigModel): # works for new and patch up "When True, unified guardrails skip system-role messages when building " "evaluation inputs (texts and structured_messages). When False, system " "messages are included even if litellm_settings sets a global skip. When " - "None, use the global litellm.skip_system_message_in_guardrail setting." + "None, use the global litellm.skip_system_message_in_guardrail setting. " + "For Anthropic /v1/messages, the flag applies only to the trusted top-level " + "system prompt. In-sequence system entries are untrusted client input and remain " + "in texts and structured_messages." ), ) diff --git a/litellm/types/llms/anthropic.py b/litellm/types/llms/anthropic.py index c24d072217a..29faf500b3d 100644 --- a/litellm/types/llms/anthropic.py +++ b/litellm/types/llms/anthropic.py @@ -365,8 +365,20 @@ class AnthropicSystemMessageContent(TypedDict, total=False): cache_control: Optional[Union[dict, ChatCompletionCachedContent]] +class AnthropicMessagesSystemMessageParam(TypedDict, total=False): + role: Required[Literal["system"]] + content: Required[Union[str, Iterable[AnthropicSystemMessageContent]]] + + AllAnthropicMessageValues = Union[AnthropicMessagesUserMessageParam, AnthopicMessagesAssistantMessageParam] +# System is not a native Anthropic message role; only pass-through adapters use this union. +AllAnthropicPassThroughMessageValues = Union[ + AnthropicMessagesUserMessageParam, + AnthopicMessagesAssistantMessageParam, + AnthropicMessagesSystemMessageParam, +] + class AnthropicMessagesRequestOptionalParams(TypedDict, total=False): max_tokens: Optional[int] diff --git a/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py b/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py index 48acdd348e9..7757b0fa5a4 100644 --- a/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py +++ b/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py @@ -75,6 +75,51 @@ class MockRecordingGuardrail(CustomGuardrail): return inputs +class MockMaskingGuardrail(CustomGuardrail): + """Capture request inputs and mask one known prohibited value.""" + + def __init__(self, skip_system_message_in_guardrail: Optional[bool] = True): + super().__init__(guardrail_name="masking-test") + self.skip_system_message_in_guardrail = skip_system_message_in_guardrail + self.inputs: Optional[GenericGuardrailAPIInputs] = None + + async def apply_guardrail( + self, + inputs: GenericGuardrailAPIInputs, + request_data: dict, + input_type: Literal["request", "response"], + logging_obj: Optional[Any] = None, + ) -> GenericGuardrailAPIInputs: + self.inputs = inputs.copy() + masked_inputs = inputs.copy() + masked_inputs["texts"] = [ + "[MASKED]" if text == "prohibited correction" else text for text in inputs.get("texts", []) + ] + return masked_inputs + + +class MockCompactingGuardrail(CustomGuardrail): + """Stand in for a compaction guardrail that rewrites `structured_messages` wholesale.""" + + def __init__(self, replacement_messages: list): + super().__init__(guardrail_name="compacting-test") + self.replacement_messages = replacement_messages + self.inputs: Optional[GenericGuardrailAPIInputs] = None + + async def apply_guardrail( + self, + inputs: GenericGuardrailAPIInputs, + request_data: dict, + input_type: Literal["request", "response"], + logging_obj: Optional[Any] = None, + ) -> GenericGuardrailAPIInputs: + self.inputs = inputs.copy() + rewritten = inputs.copy() + # A new list object -- this is what signals a rewrite to the handler. + rewritten["structured_messages"] = list(self.replacement_messages) + return rewritten + + class TestAnthropicMessagesHandlerStreamingRequestData: """Post-call guardrails on streaming /v1/messages receive the response and identity metadata""" @@ -210,6 +255,660 @@ class TestAnthropicMessagesHandlerInputProcessing: assert data.get("litellm_metadata", {}).get("guardrails") assert guardrail.dynamic_params == {"policy_id": "policy-123"} + @pytest.mark.asyncio + async def test_midturn_system_correction_is_guardrailed_when_top_level_system_is_skipped( + self, + ): + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail() + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "safe text"}, + { + "role": "system", + "content": [ + {"type": "unsupported", "text": "discarded text"}, + {"type": "text", "text": "prohibited correction"}, + ], + }, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + assert guardrail.inputs["texts"] == ["safe text", "prohibited correction"] + assert "trusted top-level system prompt" not in guardrail.inputs["texts"] + assert data["messages"][1]["content"][0]["text"] == "discarded text" + assert data["messages"][1]["content"][1]["text"] == "[MASKED]" + + @pytest.mark.asyncio + async def test_string_midturn_system_correction_is_guardrailed(self): + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail() + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [{"role": "system", "content": "prohibited correction"}], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + assert guardrail.inputs["texts"] == ["prohibited correction"] + assert data["messages"][0]["content"] == "[MASKED]" + + @pytest.mark.asyncio + async def test_unsupported_midturn_system_content_is_not_guardrailed(self): + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail() + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + { + "role": "system", + "content": [{"type": "image", "source": {"type": "url"}}], + } + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is None + + @pytest.mark.asyncio + async def test_skip_system_message_excludes_only_hoisted_top_level_system(self): + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail() + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "safe text"}, + {"role": "system", "content": "prohibited correction"}, + {"role": "user", "content": "continue"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + structured = guardrail.inputs["structured_messages"] + assert [m["role"] for m in structured] == ["user", "system", "user"] + assert structured[1]["content"] == "prohibited correction" + + @pytest.mark.asyncio + async def test_default_skip_false_scans_midturn_system_and_hoists_top_level_system( + self, + ): + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail(skip_system_message_in_guardrail=None) + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "safe text"}, + {"role": "system", "content": "prohibited correction"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + assert guardrail.inputs["texts"] == ["safe text", "prohibited correction"] + structured = guardrail.inputs["structured_messages"] + assert [m["role"] for m in structured] == ["system", "user", "system"] + assert structured[0]["content"] == "trusted top-level system prompt" + assert data["messages"][1]["content"] == "[MASKED]" + + @pytest.mark.asyncio + async def test_bedrock_masking_slice_is_unavailable_when_top_level_system_is_included( + self, + ): + from litellm.proxy.guardrails.guardrail_hooks.bedrock_guardrails import ( + BedrockGuardrail, + ) + + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail(skip_system_message_in_guardrail=None) + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "safe text"}, + {"role": "system", "content": "prohibited correction"}, + {"role": "user", "content": "latest question"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + texts = guardrail.inputs["texts"] + structured = guardrail.inputs["structured_messages"] + + bedrock = BedrockGuardrail(guardrailIdentifier="gi", guardrailVersion="1") + assert sum(bedrock._count_message_texts(m) for m in structured) == len(texts) + 1 + latest_user_index = bedrock._find_latest_message_index(structured, target_role="user") + assert ( + bedrock._locate_message_texts_slice( + structured_messages=structured, + target_index=latest_user_index, + texts=texts, + ) + is None + ) + assert ( + bedrock._merge_masked_texts( + masked_texts=["{MASKED}"], + texts=texts, + scanned_slice=None, + scanned_role_subset=True, + ) + == texts + ) + + @pytest.mark.asyncio + @pytest.mark.parametrize("skip_system_message_in_guardrail", [True, None]) + async def test_midturn_system_text_extraction_matches_translation_in_both_skip_modes( + self, + skip_system_message_in_guardrail: Optional[bool], + ): + from litellm.proxy.guardrails.guardrail_hooks.bedrock_guardrails import ( + BedrockGuardrail, + ) + + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail(skip_system_message_in_guardrail=skip_system_message_in_guardrail) + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "safe text"}, + { + "role": "system", + "content": [ + {"type": "text", "text": ""}, + {"type": "image", "source": {"type": "url", "url": "https://example.com/a.png"}}, + {"type": "text", "text": "prohibited correction"}, + ], + }, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + texts = guardrail.inputs["texts"] + structured = guardrail.inputs["structured_messages"] + assert texts == ["safe text", "prohibited correction"] + bedrock = BedrockGuardrail(guardrailIdentifier="gi", guardrailVersion="1") + assert sum(bedrock._count_message_texts(m) for m in structured) == len(texts) + assert data["messages"][1]["content"][2]["text"] == "[MASKED]" + + @pytest.mark.asyncio + async def test_bedrock_masking_slice_stays_aligned_with_midturn_system(self): + from litellm.proxy.guardrails.guardrail_hooks.bedrock_guardrails import ( + BedrockGuardrail, + ) + + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail() + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "safe text"}, + { + "role": "system", + "content": [ + {"type": "text", "text": "prohibited correction"}, + {"type": "text", "text": "second correction"}, + ], + }, + {"role": "user", "content": "latest question"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + texts = guardrail.inputs["texts"] + structured = guardrail.inputs["structured_messages"] + + bedrock = BedrockGuardrail(guardrailIdentifier="gi", guardrailVersion="1") + total = sum(bedrock._count_message_texts(m) for m in structured) + assert total == len(texts) + + latest_user_index = bedrock._find_latest_message_index(structured, target_role="user") + assert latest_user_index == 2 + scanned_slice = bedrock._locate_message_texts_slice( + structured_messages=structured, + target_index=latest_user_index, + texts=texts, + ) + assert scanned_slice == (3, 1) + + merged = bedrock._merge_masked_texts( + masked_texts=["{MASKED}"], + texts=texts, + scanned_slice=scanned_slice, + scanned_role_subset=True, + ) + assert merged == [ + "safe text", + "prohibited correction", + "second correction", + "{MASKED}", + ] + + @pytest.mark.asyncio + async def test_compaction_rewrite_keeps_midturn_system_messages(self): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "user", "content": "compacted history"}, + { + "role": "system", + "content": [{"type": "text", "text": "use the corrected result"}], + }, + {"role": "user", "content": "continue"}, + ] + ) + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "continue"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["user", "system", "user"] + assert data["messages"][1]["content"] == [{"type": "text", "text": "use the corrected result"}] + assert data["messages"][0]["content"] == [{"type": "text", "text": "compacted history"}] + assert data["messages"][2]["content"] == [{"type": "text", "text": "continue"}] + assert data["system"] == "trusted top-level system prompt" + + @pytest.mark.asyncio + async def test_compaction_rewrite_does_not_duplicate_hoisted_top_level_system(self): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "system", "content": "trusted top-level system prompt"}, + {"role": "user", "content": "compacted history"}, + {"role": "system", "content": "use the corrected result"}, + ] + ) + guardrail.skip_system_message_in_guardrail = None + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["user", "system"] + assert data["messages"][1]["content"] == "use the corrected result" + assert data["system"] == "trusted top-level system prompt" + + @pytest.mark.asyncio + async def test_compaction_rewrite_keeps_leading_midturn_system_when_system_is_skipped( + self, + ): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "compacted history"}, + ] + ) + guardrail.skip_system_message_in_guardrail = True + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "trusted top-level system prompt", + "messages": [ + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "original history"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["system", "user"] + assert data["messages"][0]["content"] == "use the corrected result" + + @pytest.mark.asyncio + async def test_compaction_rewrite_keeps_leading_correction_when_top_level_system_hoists_nothing( + self, + ): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "compacted history"}, + ] + ) + guardrail.skip_system_message_in_guardrail = None + data = { + "model": "claude-3-5-sonnet-20241022", + "system": [{"type": "image", "source": {"type": "url", "url": "https://example.com/a.png"}}], + "messages": [ + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "original history"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["system", "user"] + assert data["messages"][0]["content"] == "use the corrected result" + + @pytest.mark.asyncio + async def test_compaction_rewrite_keeps_leading_correction_when_hoisted_prompt_is_dropped( + self, + ): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "system", "content": "CLIENT CORRECTION"}, + {"role": "user", "content": "compacted history"}, + ] + ) + guardrail.skip_system_message_in_guardrail = None + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "TRUSTED", + "messages": [ + {"role": "system", "content": "CLIENT CORRECTION"}, + {"role": "user", "content": "original history"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + assert guardrail.inputs["structured_messages"][0] == { + "role": "system", + "content": "TRUSTED", + } + assert [m["role"] for m in data["messages"]] == ["system", "user"] + assert data["messages"][0]["content"] == "CLIENT CORRECTION" + assert data["system"] == "TRUSTED" + + @pytest.mark.asyncio + async def test_compaction_rewrite_drops_hoisted_prompt_matched_by_content_copy(self): + import json + + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + json.loads(json.dumps({"role": "system", "content": "TRUSTED"})), + {"role": "user", "content": "compacted history"}, + {"role": "system", "content": "CLIENT CORRECTION"}, + ] + ) + guardrail.skip_system_message_in_guardrail = None + data = { + "model": "claude-3-5-sonnet-20241022", + "system": "TRUSTED", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "CLIENT CORRECTION"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["user", "system"] + assert data["messages"][1]["content"] == "CLIENT CORRECTION" + assert data["system"] == "TRUSTED" + + @pytest.mark.asyncio + async def test_compaction_rewrite_preserves_cache_control_on_system_blocks(self): + """ + `cache_control` on an in-sequence system text block survives the write-back, and is + copied rather than aliased into the guardrail's own returned list. + """ + handler = AnthropicMessagesHandler() + source_cache_control = {"type": "ephemeral"} + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "user", "content": "compacted history"}, + { + "role": "system", + "content": [ + { + "type": "text", + "text": "use the corrected result", + "cache_control": source_cache_control, + } + ], + }, + ] + ) + guardrail.skip_system_message_in_guardrail = True + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert data["messages"][1]["content"] == [ + { + "type": "text", + "text": "use the corrected result", + "cache_control": {"type": "ephemeral"}, + } + ] + assert data["messages"][1]["content"][0]["cache_control"] is not source_cache_control + + @pytest.mark.asyncio + async def test_compaction_rewrite_rstrips_trailing_assistant_in_each_run(self): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "user", "content": "compacted history"}, + {"role": "assistant", "content": "earlier "}, + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "continue"}, + {"role": "assistant", "content": "prefill "}, + ] + ) + guardrail.skip_system_message_in_guardrail = True + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == [ + "user", + "assistant", + "system", + "user", + "assistant", + ] + assert data["messages"][1]["content"] == [{"type": "text", "text": "earlier"}] + assert data["messages"][-1]["content"] == [{"type": "text", "text": "prefill"}] + + @pytest.mark.asyncio + async def test_compaction_rewrite_drops_text_free_system_message(self): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "user", "content": "compacted history"}, + {"role": "system", "content": [{"type": "text", "text": ""}]}, + {"role": "system", "content": ""}, + {"role": "user", "content": "continue"}, + ] + ) + guardrail.skip_system_message_in_guardrail = True + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "continue"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["user", "user"] + assert data["messages"][0]["content"] == [{"type": "text", "text": "compacted history"}] + assert data["messages"][1]["content"] == [{"type": "text", "text": "continue"}] + + @pytest.mark.asyncio + async def test_noncanonical_system_role_casing_is_still_scanned(self): + handler = AnthropicMessagesHandler() + guardrail = MockMaskingGuardrail() + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "safe text"}, + {"role": "System", "content": "prohibited correction"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert guardrail.inputs is not None + assert "prohibited correction" in guardrail.inputs["texts"] + assert data["messages"][1]["content"] == "[MASKED]" + + @pytest.mark.asyncio + async def test_tool_result_turns_have_a_preexisting_alignment_gap(self): + from litellm.proxy.guardrails.guardrail_hooks.bedrock_guardrails import ( + BedrockGuardrail, + ) + + handler = AnthropicMessagesHandler() + bedrock = BedrockGuardrail(guardrailIdentifier="gi", guardrailVersion="1") + tool_loop = [ + {"role": "user", "content": "call the tool"}, + { + "role": "assistant", + "content": [{"type": "tool_use", "id": "tu_1", "name": "get", "input": {"a": 1}}], + }, + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": "tu_1", + "content": [{"type": "text", "text": "tool output"}], + } + ], + }, + ] + + async def _slice_for(messages: list): + guardrail = MockMaskingGuardrail() + data = {"model": "claude-3-5-sonnet-20241022", "messages": messages} + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + assert guardrail.inputs is not None + texts = guardrail.inputs["texts"] + structured = guardrail.inputs["structured_messages"] + target_index = bedrock._find_latest_message_index(structured, target_role="user") + return ( + sum(bedrock._count_message_texts(m) for m in structured) - len(texts), + bedrock._locate_message_texts_slice( + structured_messages=structured, + target_index=target_index, + texts=texts, + ), + ) + + with_system = await _slice_for( + tool_loop + + [ + {"role": "system", "content": "use the corrected result"}, + {"role": "user", "content": "latest question"}, + ] + ) + without_system = await _slice_for(tool_loop + [{"role": "user", "content": "latest question"}]) + + assert with_system == without_system == (1, None) + + @pytest.mark.asyncio + async def test_compaction_rewrite_to_only_system_messages_is_rejected(self): + import litellm + + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[{"role": "system", "content": "use the corrected result"}] + ) + guardrail.skip_system_message_in_guardrail = True + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + ], + } + + with patch.object(litellm, "modify_params", False): + with pytest.raises(litellm.BadRequestError, match="at least one non-system message"): + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + @pytest.mark.asyncio + async def test_compaction_rewrite_to_only_system_messages_repaired_with_modify_params( + self, + ): + import litellm + + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[{"role": "system", "content": "use the corrected result"}] + ) + guardrail.skip_system_message_in_guardrail = True + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "original history"}, + {"role": "system", "content": "use the corrected result"}, + ], + } + + with patch.object(litellm, "modify_params", True): + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["system", "user"] + assert data["messages"][0]["content"] == "use the corrected result" + + @pytest.mark.asyncio + async def test_compaction_rewrite_without_system_messages_is_unchanged(self): + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail(replacement_messages=[{"role": "user", "content": "compacted history"}]) + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "a"}, + {"role": "assistant", "content": "b"}, + {"role": "user", "content": "c"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert data["messages"] == [{"role": "user", "content": [{"type": "text", "text": "compacted history"}]}] + @pytest.mark.asyncio async def test_process_output_streaming_response_empty_choices(self): """Test that streaming response with empty choices doesn't raise IndexError diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py index c0c6e315b5b..b72620f9918 100644 --- a/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py +++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py @@ -413,6 +413,224 @@ def test_translate_anthropic_messages_to_openai_tool_message_placement(): ), "Tool message should be placed before user message" +@pytest.mark.parametrize( + ("system_content", "expected_content"), + [ + ("Use the corrected result.", "Use the corrected result."), + ( + [{"type": "text", "text": "Use the corrected result."}], + [{"type": "text", "text": "Use the corrected result."}], + ), + ( + [ + { + "type": "image", + "source": {"type": "url", "url": "https://example.com/a.png"}, + }, + {"type": "text", "text": "Use the corrected result."}, + ], + [{"type": "text", "text": "Use the corrected result."}], + ), + ( + [ + {"type": "text", "text": "First correction."}, + {"type": "text", "text": "Second correction."}, + ], + [ + {"type": "text", "text": "First correction."}, + {"type": "text", "text": "Second correction."}, + ], + ), + ], +) +def test_translate_anthropic_messages_to_openai_preserves_midturn_system_correction( + system_content: object, + expected_content: object, +): + messages = [ + { + "role": "assistant", + "content": [ + { + "type": "tool_use", + "id": "toolu_01234", + "name": "get_weather", + "input": {"location": "Boston"}, + } + ], + }, + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": "toolu_01234", + "content": "Rainy, 55°F", + } + ], + }, + {"role": "system", "content": system_content}, + {"role": "user", "content": "Continue."}, + ] + + result = LiteLLMAnthropicMessagesAdapter().translate_anthropic_messages_to_openai( + messages=messages, + model="claude-3-5-sonnet-20240620", + ) + + assert result == [ + { + "role": "assistant", + "content": None, + "thinking_blocks": None, + "tool_calls": [ + { + "id": "toolu_01234", + "type": "function", + "function": { + "name": "get_weather", + "arguments": '{"location": "Boston"}', + }, + } + ], + }, + { + "role": "tool", + "tool_call_id": "toolu_01234", + "content": "Rainy, 55°F", + }, + {"role": "system", "content": expected_content}, + {"role": "user", "content": "Continue."}, + ] + + +def test_translate_anthropic_messages_to_openai_preserves_midturn_system_cache_control(): + """ + `cache_control` on an in-sequence system text block survives, matching how the + hoisted top-level `system` prompt and user text blocks are already handled. + """ + messages = [ + { + "role": "system", + "content": [ + { + "type": "text", + "text": "Use the corrected result.", + "cache_control": {"type": "ephemeral"}, + } + ], + } + ] + + result = LiteLLMAnthropicMessagesAdapter().translate_anthropic_messages_to_openai( + messages=messages, + model="claude-3-5-sonnet-20240620", + ) + + assert result == [ + { + "role": "system", + "content": [ + { + "type": "text", + "text": "Use the corrected result.", + "cache_control": {"type": "ephemeral"}, + } + ], + } + ] + + +def test_translate_anthropic_messages_to_openai_drops_midturn_system_cache_control_for_non_claude(): + """ + `cache_control` goes through the same `_add_cache_control_if_applicable` gate as the + hoisted top-level prompt and user text blocks, so a non-Claude *requested model name* + does not get it. That gate is a best-effort check of the requested name before routing + (behind the proxy it is often a public alias), not a guarantee about the backend that + ultimately serves the request. + """ + messages = [ + { + "role": "system", + "content": [ + { + "type": "text", + "text": "Use the corrected result.", + "cache_control": {"type": "ephemeral"}, + } + ], + } + ] + + result = LiteLLMAnthropicMessagesAdapter().translate_anthropic_messages_to_openai( + messages=messages, + model="gpt-4o", + ) + + assert result == [ + { + "role": "system", + "content": [{"type": "text", "text": "Use the corrected result."}], + } + ] + + +@pytest.mark.parametrize( + "system_content", + [ + "", + [{"type": "text", "text": ""}], + [ + { + "type": "image", + "source": {"type": "url", "url": "https://example.com/a.png"}, + } + ], + None, + ], +) +def test_translate_anthropic_messages_to_openai_drops_empty_midturn_system( + system_content: object, +): + messages = [{"role": "system", "content": system_content}] + + result = LiteLLMAnthropicMessagesAdapter().translate_anthropic_messages_to_openai( + messages=messages, + model="claude-3-5-sonnet-20240620", + ) + + assert result == [] + + +def test_translate_anthropic_to_openai_orders_top_level_and_midturn_system(): + """ + Request level: the trusted top-level prompt is hoisted to index 0 exactly once and the + in-sequence correction keeps its own position and `role: "system"` -- no duplication of + either, and no reordering of the surrounding turns. + """ + openai_request, _ = LiteLLMAnthropicMessagesAdapter().translate_anthropic_to_openai( + anthropic_message_request={ + "model": "claude-3-5-sonnet-20240620", + "max_tokens": 100, + "system": "Trusted top-level prompt.", + "messages": [ + {"role": "user", "content": "First question."}, + {"role": "assistant", "content": "First answer."}, + {"role": "system", "content": "Use the corrected result."}, + {"role": "user", "content": "Continue."}, + ], + } + ) + + assert openai_request["messages"] == [ + {"role": "system", "content": "Trusted top-level prompt."}, + {"role": "user", "content": "First question."}, + {"role": "assistant", "content": "First answer.", "thinking_blocks": None}, + {"role": "system", "content": "Use the corrected result."}, + {"role": "user", "content": "Continue."}, + ] + + def test_translate_openai_content_to_anthropic_empty_function_arguments(): """Test that empty function arguments are handled safely and don't cause JSON parsing errors.""" diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/context_management/test_compact.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/context_management/test_compact.py index 9c8df1c79f9..6cc1d9e5add 100644 --- a/tests/test_litellm/llms/anthropic/experimental_pass_through/context_management/test_compact.py +++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/context_management/test_compact.py @@ -2475,3 +2475,57 @@ def test_endpoint_runs_failure_hook_on_500_context_management_error(): body = response.json() assert body["type"] == "error" failure_hook.assert_awaited_once() + + +def test_count_effective_tokens_counts_midturn_system_correction(): + from litellm.llms.anthropic.experimental_pass_through.context_management.editors.compact import ( + _count_effective_tokens, + ) + + base: List[Dict[str, Any]] = [ + {"role": "user", "content": "hello"}, + {"role": "assistant", "content": "hi"}, + ] + correction = { + "role": "system", + "content": [{"type": "text", "text": "use the corrected result " * 20}], + } + + without_correction = _count_effective_tokens( + model=MODEL, effective_messages=base, compaction_block=None, tools=None + ) + with_correction = _count_effective_tokens( + model=MODEL, + effective_messages=base + [correction], + compaction_block=None, + tools=None, + ) + + assert with_correction > without_correction + + +def test_build_summary_messages_keeps_midturn_system_correction_in_place(): + from litellm.llms.anthropic.experimental_pass_through.context_management.editors.compact import ( + _build_summary_messages, + ) + + summary_messages = _build_summary_messages( + effective_messages=[ + {"role": "user", "content": "original question"}, + {"role": "system", "content": "use the corrected result"}, + {"role": "assistant", "content": "acknowledged"}, + ], + prompt="summarize the conversation", + system="caller system prompt", + ) + + assert [m["role"] for m in summary_messages] == [ + "system", + "user", + "system", + "assistant", + "user", + ] + assert summary_messages[0]["content"] == "caller system prompt" + assert summary_messages[2]["content"] == "use the corrected result" + assert summary_messages[-1]["content"] == "summarize the conversation" diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/responses_adapters/test_responses_adapters_transformation.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/responses_adapters/test_responses_adapters_transformation.py index 606ff39b35e..8963012ecd5 100644 --- a/tests/test_litellm/llms/anthropic/experimental_pass_through/responses_adapters/test_responses_adapters_transformation.py +++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/responses_adapters/test_responses_adapters_transformation.py @@ -9,6 +9,8 @@ import sys from typing import Any, Dict, List from unittest.mock import MagicMock +import pytest + sys.path.insert(0, os.path.abspath("../../../../../../..")) from litellm.constants import ( @@ -221,6 +223,106 @@ class TestTranslateMessagesToResponsesInput: {"type": "input_text", "text": "Second part."}, ] + @pytest.mark.parametrize( + "system_content", + [ + "Use the corrected result.", + [{"type": "text", "text": "Use the corrected result."}], + [ + {"type": "image", "source": {"type": "url", "url": "https://example.com/a.png"}}, + {"type": "text", "text": "Use the corrected result."}, + ], + ], + ) + def test_midturn_system_correction_stays_system_in_sequence(self, system_content: object): + messages = [ + { + "role": "assistant", + "content": [ + { + "type": "tool_use", + "id": "toolu_01234", + "name": "get_weather", + "input": {"location": "Boston"}, + } + ], + }, + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": "toolu_01234", + "content": "Rainy, 55°F", + } + ], + }, + {"role": "system", "content": system_content}, + {"role": "user", "content": "Continue."}, + ] + + result = _translate_messages(messages) + + assert result == [ + { + "type": "function_call", + "call_id": "toolu_01234", + "name": "get_weather", + "arguments": '{"location": "Boston"}', + }, + { + "type": "function_call_output", + "call_id": "toolu_01234", + "output": "Rainy, 55°F", + }, + { + "type": "message", + "role": "system", + "content": [{"type": "input_text", "text": "Use the corrected result."}], + }, + { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": "Continue."}], + }, + ] + + def test_midturn_system_correction_keeps_multiple_text_blocks(self): + messages = [ + { + "role": "system", + "content": [ + {"type": "text", "text": "First correction."}, + {"type": "text", "text": "Second correction."}, + ], + } + ] + + assert _translate_messages(messages) == [ + { + "type": "message", + "role": "system", + "content": [ + {"type": "input_text", "text": "First correction."}, + {"type": "input_text", "text": "Second correction."}, + ], + } + ] + + @pytest.mark.parametrize( + "system_content", + [ + "", + [{"type": "text", "text": ""}], + [{"type": "image", "source": {"type": "url", "url": "https://example.com/a.png"}}], + None, + ], + ) + def test_empty_or_unsupported_midturn_system_correction_is_dropped(self, system_content: object): + messages = [{"role": "system", "content": system_content}] + + assert _translate_messages(messages) == [] + def test_user_base64_image(self): """User message with base64 image source becomes input_image with data URL.""" messages = [ @@ -722,6 +824,42 @@ class TestTranslateRequestBroaderCoverage: kwargs = _ADAPTER.translate_request(req) assert kwargs["instructions"] == "You are a helpful assistant." + def test_top_level_system_and_midturn_correction_are_not_duplicated(self): + """ + Request level: the trusted top-level prompt goes to `instructions` only, and the + in-sequence correction stays a `role: "system"` input item in its original position. + Neither appears twice, and the surrounding turns keep their order. + """ + req = _make_request( + system="Trusted top-level prompt.", + messages=[ + {"role": "user", "content": "First question."}, + {"role": "system", "content": "Use the corrected result."}, + {"role": "user", "content": "Continue."}, + ], + ) + + kwargs = _ADAPTER.translate_request(req) + + assert kwargs["instructions"] == "Trusted top-level prompt." + assert kwargs["input"] == [ + { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": "First question."}], + }, + { + "type": "message", + "role": "system", + "content": [{"type": "input_text", "text": "Use the corrected result."}], + }, + { + "type": "message", + "role": "user", + "content": [{"type": "input_text", "text": "Continue."}], + }, + ] + def test_system_list_of_text_blocks_joined(self): req = _make_request( system=[ From c5c5a276790529e2de3378654864fd847530c5a0 Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Sun, 2 Aug 2026 00:19:42 +0000 Subject: [PATCH 014/234] fix(files): enforce require_managed_files on file retrieve, content and delete Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .../openai_files_endpoints/common_utils.py | 30 +++++ .../openai_files_endpoints/files_endpoints.py | 7 ++ .../test_files_endpoint.py | 116 ++++++++++++++++++ 3 files changed, 153 insertions(+) diff --git a/litellm/proxy/openai_files_endpoints/common_utils.py b/litellm/proxy/openai_files_endpoints/common_utils.py index 87514b46dbd..3eef3868c94 100644 --- a/litellm/proxy/openai_files_endpoints/common_utils.py +++ b/litellm/proxy/openai_files_endpoints/common_utils.py @@ -866,6 +866,36 @@ def validate_managed_files_requirement( ) +def validate_managed_file_id_requirement(file_id: str) -> None: + """ + Enforce proxy-level managed files on the file read/delete routes when + ``litellm.require_managed_files`` is enabled. + + Ownership is only recorded for LiteLLM managed files, so a raw provider file id sent to + retrieve/content/delete is forwarded to the provider under shared credentials without any + tenant check; knowing another tenant's provider file id would be enough to read or delete it. + + Raises: + HTTPException: 400 if ``file_id`` is not a LiteLLM managed file id. + """ + import litellm + from fastapi import HTTPException + + if litellm.require_managed_files is not True: + return + + if _is_base64_encoded_unified_file_id(file_id): + return + + raise HTTPException( + status_code=400, + detail=( + "Raw provider file ids cannot be used when require_managed_files is enabled in " + "litellm_settings. Use the LiteLLM managed file id returned when the file was created." + ), + ) + + def _extract_model_param(request: "Request", request_body: dict) -> str | None: """ Extract model parameter from request. diff --git a/litellm/proxy/openai_files_endpoints/files_endpoints.py b/litellm/proxy/openai_files_endpoints/files_endpoints.py index 4e4718272bd..37f1ced6996 100644 --- a/litellm/proxy/openai_files_endpoints/files_endpoints.py +++ b/litellm/proxy/openai_files_endpoints/files_endpoints.py @@ -49,6 +49,7 @@ from litellm.proxy.openai_files_endpoints.common_utils import ( get_credentials_for_model, handle_model_based_routing, prepare_data_with_credentials, + validate_managed_file_id_requirement, validate_managed_files_requirement, ) from litellm.proxy.utils import ProxyLogging, is_known_model @@ -612,6 +613,8 @@ async def get_file_content( data: dict = {"file_id": file_id} try: + validate_managed_file_id_requirement(file_id=file_id) + # Include original request and headers in the data base_llm_response_processor = ProxyBaseLLMRequestProcessing(data=data) ( @@ -908,6 +911,8 @@ async def get_file( data: dict = {"file_id": file_id} try: + validate_managed_file_id_requirement(file_id=file_id) + custom_llm_provider = ( provider or get_custom_llm_provider_from_request_headers(request=request) @@ -1098,6 +1103,8 @@ async def delete_file( data: dict = {"file_id": file_id} try: + validate_managed_file_id_requirement(file_id=file_id) + custom_llm_provider = ( provider or get_custom_llm_provider_from_request_headers(request=request) diff --git a/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py b/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py index ac01c6ae1d1..24b814bae1f 100644 --- a/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py +++ b/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py @@ -3051,3 +3051,119 @@ def test_list_files_key_allowed_openai_model_still_resolves_team_credentials( mocker, monkeypatch, _team_openai_plus_global_anthropic_router(), ["team-gpt"] ) assert captured_kwargs.get("api_key") == "team-openai-key" + + +@pytest.mark.parametrize( + "http_method, url, patched_litellm_call", + [ + ("get", "/v1/files/file-victim-abc123", "litellm.afile_retrieve"), + ("get", "/v1/files/file-victim-abc123/content", "litellm.afile_content"), + ("delete", "/v1/files/file-victim-abc123", "litellm.afile_delete"), + ], +) +def test_require_managed_files_rejects_raw_provider_file_id( + mocker: MockerFixture, + monkeypatch, + llm_router: Router, + http_method: str, + url: str, + patched_litellm_call: str, +): + import litellm.proxy.proxy_server as ps + from litellm.proxy._types import LitellmUserRoles + + monkeypatch.setattr("litellm.require_managed_files", True) + monkeypatch.setattr("litellm.proxy.proxy_server.master_key", None) + monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", None) + monkeypatch.setattr("litellm.proxy.proxy_server.llm_router", llm_router) + setup_proxy_logging_object(monkeypatch, llm_router) + + mock_call = mocker.patch(patched_litellm_call, new=mocker.AsyncMock()) + + app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth( + user_role=LitellmUserRoles.INTERNAL_USER, user_id="attacker-user" + ) + + try: + response = getattr(client, http_method)( + url, headers={"Authorization": "Bearer test-key"} + ) + finally: + app.dependency_overrides.pop(ps.user_api_key_auth, None) + monkeypatch.setattr("litellm.require_managed_files", False) + + assert response.status_code == 400, response.text + mock_call.assert_not_called() + + +def _unified_managed_file_id() -> str: + import base64 + + from litellm.types.utils import SpecialEnums + + unified_id = SpecialEnums.LITELLM_MANAGED_FILE_COMPLETE_STR.value.format( + "application/json", "victim-unified-id", "gpt-3.5-turbo", "file-victim-abc123", "gpt-3.5-turbo-id" + ) + return base64.urlsafe_b64encode(unified_id.encode()).decode().rstrip("=") + + +def test_require_managed_files_allows_unified_managed_file_id(monkeypatch): + from litellm.proxy.openai_files_endpoints.common_utils import ( + validate_managed_file_id_requirement, + ) + + monkeypatch.setattr("litellm.require_managed_files", True) + + validate_managed_file_id_requirement(file_id=_unified_managed_file_id()) + + +def test_managed_file_id_requirement_is_opt_in(monkeypatch): + from litellm.proxy.openai_files_endpoints.common_utils import ( + validate_managed_file_id_requirement, + ) + + monkeypatch.setattr("litellm.require_managed_files", False) + + validate_managed_file_id_requirement(file_id="file-victim-abc123") + + +def test_raw_provider_file_id_retrieve_allowed_when_managed_files_not_required( + mocker: MockerFixture, monkeypatch, llm_router: Router +): + import litellm.proxy.proxy_server as ps + from litellm.proxy._types import LitellmUserRoles + + monkeypatch.setattr("litellm.require_managed_files", False) + monkeypatch.setattr("litellm.proxy.proxy_server.master_key", None) + monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", None) + monkeypatch.setattr("litellm.proxy.proxy_server.llm_router", llm_router) + setup_proxy_logging_object(monkeypatch, llm_router) + + mock_retrieve = mocker.patch( + "litellm.afile_retrieve", + new=mocker.AsyncMock( + return_value=OpenAIFileObject( + id="file-victim-abc123", + object="file", + bytes=3, + created_at=1234567890, + filename="test.txt", + purpose="user_data", + status="uploaded", + ) + ), + ) + + app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth( + user_role=LitellmUserRoles.INTERNAL_USER, user_id="some-user" + ) + + try: + response = client.get( + "/v1/files/file-victim-abc123", headers={"Authorization": "Bearer test-key"} + ) + finally: + app.dependency_overrides.pop(ps.user_api_key_auth, None) + + assert response.status_code == 200, response.text + mock_retrieve.assert_called_once() From a7250f4eeab560299215773b50ba32405f597a1c Mon Sep 17 00:00:00 2001 From: milan Date: Mon, 3 Aug 2026 17:11:50 +0000 Subject: [PATCH 015/234] fix(bedrock): normalize /v1/completions and /v1/responses batch records Bedrock managed-batch file upload read `messages` unconditionally, so a JSONL record shaped for /v1/completions (`prompt`) or /v1/responses (`input`) reached the per-provider transform with an empty message list. Anthropic and Nova rejected it at POST /v1/files, and the passthrough providers shipped an empty conversation to AWS. Classify each record by its OpenAI batch `url`, then normalize the non-embedding shapes to chat completions before the Bedrock transforms: `prompt` wraps into user messages the way litellm.text_completion does in real time, and `input` goes through the existing Responses-to-Chat bridge. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .../prompt_templates/common_utils.py | 22 +- litellm/llms/bedrock/files/transformation.py | 194 ++++++++-- litellm/types/llms/bedrock.py | 15 + ...ore_utils_prompt_templates_common_utils.py | 43 +++ .../test_bedrock_files_transformation.py | 347 ++++++++++++++++-- 5 files changed, 559 insertions(+), 62 deletions(-) diff --git a/litellm/litellm_core_utils/prompt_templates/common_utils.py b/litellm/litellm_core_utils/prompt_templates/common_utils.py index 639c93dfb80..777ba398d5a 100644 --- a/litellm/litellm_core_utils/prompt_templates/common_utils.py +++ b/litellm/litellm_core_utils/prompt_templates/common_utils.py @@ -6,7 +6,7 @@ import io import json import mimetypes import re -from collections.abc import Mapping +from collections.abc import Mapping, Sequence from os import PathLike from pathlib import Path from typing import ( @@ -1742,3 +1742,23 @@ def split_concatenated_json_objects(raw: str) -> list[dict[str, Any]]: idx = end_idx return results + + +def text_completion_prompt_to_messages(prompt: str | Sequence[str]) -> tuple[AllMessageValues, ...]: + """ + Wrap an OpenAI ``/v1/completions`` ``prompt`` into Chat Completion messages. + + Mirrors what ``litellm.text_completion`` does on the real-time path: a + string becomes a single user message, and a list of strings becomes one + user message per element. Pre-tokenized prompts (``list[int]`` / + ``list[list[int]]``) are only meaningful for the OpenAI-family text + endpoints, so they are rejected here rather than silently forwarded, as is + an empty prompt, which every chat-shaped provider rejects downstream. + """ + if isinstance(prompt, str) and prompt: + return (ChatCompletionUserMessage(role="user", content=prompt),) + if isinstance(prompt, Sequence) and prompt and all(isinstance(entry, str) and entry for entry in prompt): + return tuple(ChatCompletionUserMessage(role="user", content=entry) for entry in prompt) + raise ValueError( + f"`prompt` must be a non-empty string or a non-empty list of strings. Got: {type(prompt).__name__}." + ) diff --git a/litellm/llms/bedrock/files/transformation.py b/litellm/llms/bedrock/files/transformation.py index 3656088cb9d..0aa832780e5 100644 --- a/litellm/llms/bedrock/files/transformation.py +++ b/litellm/llms/bedrock/files/transformation.py @@ -2,7 +2,9 @@ import base64 import json import os import time -from collections.abc import Mapping, MutableMapping +from collections.abc import Iterable, Mapping, MutableMapping +from functools import cache +from itertools import chain from types import MappingProxyType from typing import ( Any, @@ -12,7 +14,7 @@ from urllib.parse import unquote import httpx from httpx import Headers, Response from openai.types.file_deleted import FileDeleted -from pydantic import BaseModel, ConfigDict +from pydantic import BaseModel, ConfigDict, TypeAdapter from litellm._logging import verbose_logger from litellm._uuid import uuid @@ -28,12 +30,16 @@ from litellm.litellm_core_utils.cloud_storage_security import ( split_configured_cloud_bucket_name, validate_managed_cloud_file_id, ) -from litellm.litellm_core_utils.prompt_templates.common_utils import extract_file_data +from litellm.litellm_core_utils.prompt_templates.common_utils import ( + extract_file_data, + text_completion_prompt_to_messages, +) from litellm.llms.base_llm.chat.transformation import BaseLLMException from litellm.llms.base_llm.files.transformation import ( BaseFilesConfig, LiteLLMLoggingObj, ) +from litellm.types.llms.bedrock import BedrockBatchRecordKind from litellm.types.llms.openai import ( AllMessageValues, CreateFileRequest, @@ -43,6 +49,8 @@ from litellm.types.llms.openai import ( OpenAICreateFileRequestOptionalParams, OpenAIFileObject, PathLike, + ResponseInputParam, + ResponsesAPIOptionalRequestParams, ) from litellm.types.utils import ExtractedFileData, LlmProviders, SpecialEnums from litellm.utils import get_llm_provider @@ -57,6 +65,26 @@ from ..common_utils import BedrockError S3_SIGNED_GET_HEADERS_PARAM = "_s3_signed_get_headers" +def _frozen_mapping(items: Iterable[tuple[str, Any]]) -> Mapping[str, Any]: + return MappingProxyType(dict(items)) + + +# JSONL batch records are untyped json, so the `/v1/responses` fields are +# validated into their concrete Responses API types before being handed to the +# Responses-to-Chat bridge. Both adapters drop keys the Responses API doesn't +# define, which is what the bridge would ignore anyway. Built on first use +# rather than at import: `ResponseInputParam` is a deep union and only batch +# files carrying `/v1/responses` records need it. +@cache +def _responses_input_adapter() -> TypeAdapter[str | ResponseInputParam]: + return TypeAdapter(str | ResponseInputParam) + + +@cache +def _responses_request_adapter() -> TypeAdapter[ResponsesAPIOptionalRequestParams]: + return TypeAdapter(ResponsesAPIOptionalRequestParams) + + class _BedrockS3RequestParams(BaseModel): """Typed view of the credential/region params the S3 GetObject path reads.""" @@ -305,41 +333,55 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): # example; add others here as they adopt the same schema. CONVERSE_INVOKE_PROVIDERS = ("nova",) - # OpenAI batch URL that signals an embedding request. Per OpenAI Batch API - # spec, every JSONL record carries a `url` field; we use it as the - # authoritative signal to route the line to the embedding code path - # instead of inferring from the presence of `input` vs `messages`. + # OpenAI batch URLs that select which request shape a JSONL line carries. + # Per the OpenAI Batch API spec every record carries a `url`, so we use it + # as the authoritative routing signal instead of inferring from the + # presence of `input` vs `prompt` vs `messages`. OPENAI_EMBEDDINGS_URL = "/v1/embeddings" + OPENAI_TEXT_COMPLETIONS_URL = "/v1/completions" + OPENAI_RESPONSES_URL = "/v1/responses" @staticmethod - def _is_embedding_record(openai_jsonl_record: dict[str, Any]) -> bool: + def _classify_batch_record(openai_jsonl_record: Mapping[str, Any]) -> BedrockBatchRecordKind: """ - Decide whether an OpenAI batch JSONL line is an embedding request. + Decide which OpenAI endpoint shape an OpenAI batch JSONL line carries. - Precedence (strict - any explicit `url` short-circuits): - 1. `url == "/v1/embeddings"` -> embedding. Authoritative per the - OpenAI Batch API spec. - 2. Any other non-empty `url` (e.g. `/v1/chat/completions`) -> NOT - embedding. We trust the caller's explicit signal even if the - body would otherwise suggest embedding; misrouting a chat - record into the embedding transformer would corrupt the - modelInput, while a chat-shaped body sent to the chat path - either succeeds or fails cleanly inside that transformer. - 3. `url` missing/empty -> fall back to body shape. Requires - `input` present AND `messages` absent so a malformed record - carrying both keys routes to the chat path (safer default: - Anthropic transforms ignore unknown top-level keys, whereas - the embedding transformer would silently drop the messages). + Precedence (strict - any recognized `url` short-circuits): + 1. A `url` matching a supported endpoint wins. Authoritative per the + OpenAI Batch API spec, which requires it on every record. + 2. Any other non-empty `url` -> chat. We trust the caller's explicit + signal rather than re-deriving it from the body, and an + unexpectedly-shaped body fails cleanly inside the chat + transformer instead of being silently misrouted. + 3. `url` missing/empty -> fall back to body shape. `messages` wins + over the other keys so a malformed record carrying several of + them keeps its conversation instead of having it dropped, and a + bare `input` stays an embedding for backwards compatibility + (that ambiguity with `/v1/responses` is only resolvable from + `url`). """ - url = openai_jsonl_record.get("url") - if url == BedrockFilesConfig.OPENAI_EMBEDDINGS_URL: - return True - if url: - return False - body = openai_jsonl_record.get("body", {}) - if not isinstance(body, dict): - return False - return "input" in body and "messages" not in body + match openai_jsonl_record.get("url"): + case BedrockFilesConfig.OPENAI_EMBEDDINGS_URL: + return BedrockBatchRecordKind.EMBEDDING + case BedrockFilesConfig.OPENAI_TEXT_COMPLETIONS_URL: + return BedrockBatchRecordKind.TEXT_COMPLETION + case BedrockFilesConfig.OPENAI_RESPONSES_URL: + return BedrockBatchRecordKind.RESPONSES + case None | "": + pass + case _: + return BedrockBatchRecordKind.CHAT + + body = openai_jsonl_record.get("body") + if not isinstance(body, Mapping): + return BedrockBatchRecordKind.CHAT + if "messages" in body: + return BedrockBatchRecordKind.CHAT + if "prompt" in body: + return BedrockBatchRecordKind.TEXT_COMPLETION + if "input" in body: + return BedrockBatchRecordKind.EMBEDDING + return BedrockBatchRecordKind.CHAT # Identifier for the Bedrock Titan v2 InvokeModel body schema as stored # in `model_prices_and_context_window.json`. Centralized so future @@ -546,9 +588,83 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): ) return dict(titan_config._transform_request(input=input_text, inference_params=inference_params)) + @staticmethod + def _transform_text_completion_body_to_chat_body(openai_request_body: Mapping[str, Any]) -> Mapping[str, Any]: + """ + Rewrite an OpenAI `/v1/completions` batch body as a Chat Completions body. + + Bedrock batch `modelInput` is the model's InvokeModel/Converse body, and + no Bedrock batch model takes a bare `prompt`, so the wrapping that + `litellm.text_completion` does in real time has to happen here too. + """ + prompt = openai_request_body.get("prompt") + if prompt is None: + raise ValueError( + "Batch record for /v1/completions is missing required `prompt` field: " + f"model={openai_request_body.get('model', '')}" + ) + return _frozen_mapping( + chain( + ((key, value) for key, value in openai_request_body.items() if key != "prompt"), + (("messages", text_completion_prompt_to_messages(prompt)),), + ) + ) + + @staticmethod + def _transform_responses_body_to_chat_body(openai_request_body: Mapping[str, Any]) -> Mapping[str, Any]: + """ + Rewrite an OpenAI `/v1/responses` batch body as a Chat Completions body. + + Delegates to the same Responses-to-Chat bridge the real-time path uses + for providers without a native Responses API (which is every Bedrock + model), so `input`, `instructions`, `max_output_tokens` and the tool + params translate identically in batch and real time. The bridge always + emits a `tools` key; an empty one is dropped rather than shipped as an + empty array inside `modelInput`. + """ + from litellm.responses.litellm_completion_transformation.transformation import ( + LiteLLMCompletionResponsesConfig, + ) + + responses_input = openai_request_body.get("input") + if responses_input is None: + raise ValueError( + "Batch record for /v1/responses is missing required `input` field: " + f"model={openai_request_body.get('model', '')}" + ) + chat_body = LiteLLMCompletionResponsesConfig.transform_responses_api_request_to_chat_completion_request( + model=openai_request_body.get("model", ""), + input=_responses_input_adapter().validate_python(responses_input), + responses_api_request=_responses_request_adapter().validate_python( + _frozen_mapping( + (key, value) for key, value in openai_request_body.items() if key not in ("model", "input") + ) + ), + ) + return _frozen_mapping((key, value) for key, value in chat_body.items() if key != "tools" or value) + + @staticmethod + def _transform_batch_body_to_chat_body( + openai_request_body: Mapping[str, Any], + record_kind: BedrockBatchRecordKind, + ) -> Mapping[str, Any]: + """ + Normalize a non-embedding batch body to the Chat Completions shape the + per-provider Bedrock transformations expect. + """ + match record_kind: + case BedrockBatchRecordKind.TEXT_COMPLETION: + return BedrockFilesConfig._transform_text_completion_body_to_chat_body(openai_request_body) + case BedrockBatchRecordKind.RESPONSES: + return BedrockFilesConfig._transform_responses_body_to_chat_body(openai_request_body) + case BedrockBatchRecordKind.CHAT: + return openai_request_body + case BedrockBatchRecordKind.EMBEDDING: + raise ValueError("Embedding batch records do not have a chat-completion equivalent") + def _map_openai_to_bedrock_params( self, - openai_request_body: dict[str, Any], + openai_request_body: Mapping[str, Any], provider: str | None = None, ) -> dict[str, Any]: """ @@ -659,14 +775,18 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): provider = self.get_bedrock_invoke_provider(model) # Route to the embedding transformer when the OpenAI batch line - # targets /v1/embeddings; otherwise fall back to the existing - # chat-completion path. We branch here (rather than inside + # targets /v1/embeddings; every other endpoint shape is normalized + # to chat completions first. We branch here (rather than inside # `_map_openai_to_bedrock_params`) so the chat helper keeps its # narrow contract and the embedding helper can evolve independently. - if self._is_embedding_record(_openai_jsonl_content): + record_kind = self._classify_batch_record(_openai_jsonl_content) + if record_kind is BedrockBatchRecordKind.EMBEDDING: model_input = self._map_openai_embedding_to_bedrock_params(openai_request_body=openai_body) else: - model_input = self._map_openai_to_bedrock_params(openai_request_body=openai_body, provider=provider) + model_input = self._map_openai_to_bedrock_params( + openai_request_body=self._transform_batch_body_to_chat_body(openai_body, record_kind), + provider=provider, + ) # Create Bedrock batch record record_id = _openai_jsonl_content.get("custom_id", f"CALL{str(idx).zfill(7)}") diff --git a/litellm/types/llms/bedrock.py b/litellm/types/llms/bedrock.py index d9f8229dbed..f7a4682cb03 100644 --- a/litellm/types/llms/bedrock.py +++ b/litellm/types/llms/bedrock.py @@ -1,4 +1,5 @@ import json +from enum import Enum from typing import Any, Dict, List, Literal, Optional, Union from typing_extensions import TYPE_CHECKING, Required, TypedDict, override @@ -1100,3 +1101,17 @@ class BedrockInvokeAnthropicMessagesRequest(TypedDict, total=False): # supported subset and strips the field entirely when nothing remains, so # other edit types (e.g. `clear_thinking_20251015`) never reach Bedrock. context_management: dict + + +class BedrockBatchRecordKind(Enum): + """ + Which OpenAI endpoint shape a line of a Bedrock managed-batch JSONL file + carries. Bedrock batch `modelInput` is always the model's InvokeModel / + Converse body, so every non-embedding shape is normalized to Chat + Completions before being handed to the per-provider transformation. + """ + + CHAT = "chat" + TEXT_COMPLETION = "text_completion" + RESPONSES = "responses" + EMBEDDING = "embedding" diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py index 1b1db634ed2..d10ccf77703 100644 --- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py +++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py @@ -721,3 +721,46 @@ class TestUnpackLegacyDefs: out = unpack_legacy_defs(schema) assert "components" not in out assert out["properties"]["r0"]["properties"]["p0"] == {"type": "string"} + + +class TestTextCompletionPromptToMessages: + """`/v1/completions` prompt wrapping, shared by the real-time and batch paths.""" + + def test_string_prompt_becomes_single_user_message(self): + from litellm.litellm_core_utils.prompt_templates.common_utils import ( + text_completion_prompt_to_messages, + ) + + assert text_completion_prompt_to_messages("summarize this") == ( + {"role": "user", "content": "summarize this"}, + ) + + def test_list_of_strings_becomes_one_message_each(self): + from litellm.litellm_core_utils.prompt_templates.common_utils import ( + text_completion_prompt_to_messages, + ) + + assert text_completion_prompt_to_messages(["first", "second"]) == ( + {"role": "user", "content": "first"}, + {"role": "user", "content": "second"}, + ) + + @pytest.mark.parametrize( + "prompt", + [ + [1, 2, 3], + [[1, 2], [3, 4]], + ["ok", 7], + [], + "", + None, + {"role": "user"}, + ], + ) + def test_unsupported_prompt_shapes_raise(self, prompt): + from litellm.litellm_core_utils.prompt_templates.common_utils import ( + text_completion_prompt_to_messages, + ) + + with pytest.raises(ValueError, match="non-empty string or a non-empty list of strings"): + text_completion_prompt_to_messages(prompt) diff --git a/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py b/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py index c548fe53e15..87b03b02e1a 100644 --- a/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py +++ b/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py @@ -1072,21 +1072,34 @@ class TestBedrockFilesEmbeddingTransformation: is None ) - def test_is_embedding_record_helper(self): - """Helper detects embeddings via `url` first, then by body shape.""" + def test_classify_batch_record_helper(self): + """Helper classifies by `url` first, then by body shape.""" from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + from litellm.types.llms.bedrock import BedrockBatchRecordKind - assert BedrockFilesConfig._is_embedding_record( - {"url": "/v1/embeddings", "body": {"input": "x"}} + assert ( + BedrockFilesConfig._classify_batch_record( + {"url": "/v1/embeddings", "body": {"input": "x"}} + ) + is BedrockBatchRecordKind.EMBEDDING ) # body-only fallback - assert BedrockFilesConfig._is_embedding_record({"body": {"input": "x"}}) - # chat shape - assert not BedrockFilesConfig._is_embedding_record( - {"url": "/v1/chat/completions", "body": {"messages": []}} + assert ( + BedrockFilesConfig._classify_batch_record({"body": {"input": "x"}}) + is BedrockBatchRecordKind.EMBEDDING + ) + # chat shape + assert ( + BedrockFilesConfig._classify_batch_record( + {"url": "/v1/chat/completions", "body": {"messages": []}} + ) + is BedrockBatchRecordKind.CHAT + ) + # ambiguous body without any recognized key is treated as chat + assert ( + BedrockFilesConfig._classify_batch_record({"body": {}}) + is BedrockBatchRecordKind.CHAT ) - # ambiguous body without `input` is treated as not-embedding - assert not BedrockFilesConfig._is_embedding_record({"body": {}}) def test_explicit_chat_url_with_input_body_short_circuits_to_chat(self): """Explicit url=/v1/chat/completions wins even if body looks like embedding. @@ -1097,15 +1110,20 @@ class TestBedrockFilesEmbeddingTransformation: """ from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + from litellm.types.llms.bedrock import BedrockBatchRecordKind + # Direct helper assertion - assert not BedrockFilesConfig._is_embedding_record( - { - "url": "/v1/chat/completions", - "body": { - "model": "bedrock/us.anthropic.claude-haiku-4-5-20251001-v1:0", - "input": "this would mis-route under the old precedence", - }, - } + assert ( + BedrockFilesConfig._classify_batch_record( + { + "url": "/v1/chat/completions", + "body": { + "model": "bedrock/us.anthropic.claude-haiku-4-5-20251001-v1:0", + "input": "this would mis-route under the old precedence", + }, + } + ) + is BedrockBatchRecordKind.CHAT ) # End-to-end: a record like this routes through the chat path. We @@ -1164,20 +1182,301 @@ class TestBedrockFilesEmbeddingTransformation: with pytest.raises(ValueError, match="must be a string"): BedrockFilesConfig._coerce_embedding_input_to_string({"unsupported": True}) - def test_other_non_embedding_urls_route_to_chat(self): - """Any non-/v1/embeddings url short-circuits to chat path.""" + def test_other_non_embedding_urls_do_not_route_to_embeddings(self): + """An `input` body only means "embedding" when the url says so.""" from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + from litellm.types.llms.bedrock import BedrockBatchRecordKind # /v1/completions (legacy completions endpoint) - assert not BedrockFilesConfig._is_embedding_record( - {"url": "/v1/completions", "body": {"input": "x"}} + assert ( + BedrockFilesConfig._classify_batch_record( + {"url": "/v1/completions", "body": {"input": "x"}} + ) + is BedrockBatchRecordKind.TEXT_COMPLETION + ) + assert ( + BedrockFilesConfig._classify_batch_record( + {"url": "/v1/responses", "body": {"input": "x"}} + ) + is BedrockBatchRecordKind.RESPONSES ) # Arbitrary unknown url - caller's explicit signal still wins - assert not BedrockFilesConfig._is_embedding_record( - {"url": "/v1/responses", "body": {"input": "x"}} + assert ( + BedrockFilesConfig._classify_batch_record( + {"url": "/v1/moderations", "body": {"input": "x"}} + ) + is BedrockBatchRecordKind.CHAT ) +class TestBedrockBatchNonChatEndpointRecords: + """`/v1/completions` and `/v1/responses` JSONL records (issue #35639). + + Bedrock batch `modelInput` is always the model's InvokeModel/Converse body, + so a record shaped for another OpenAI endpoint has to be normalized to chat + completions first. Before this normalization every record below either + raised `BadRequestError` at `POST /v1/files` (Anthropic, Nova) or silently + shipped an empty `messages` list to AWS (passthrough providers). + """ + + ANTHROPIC_MODEL = "bedrock/us.anthropic.claude-sonnet-4-6" + NOVA_MODEL = "bedrock/us.amazon.nova-pro-v1:0" + PASSTHROUGH_MODEL = "bedrock/openai.gpt-oss-120b-1:0" + + def _transform(self, record: dict) -> dict: + from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + + result = BedrockFilesConfig()._transform_openai_jsonl_content_to_bedrock_jsonl_content([record]) + assert len(result) == 1 + assert result[0]["recordId"] == record["custom_id"] + return result[0]["modelInput"] + + def test_anthropic_text_completion_record_wraps_prompt(self): + model_input = self._transform( + { + "custom_id": "1", + "method": "POST", + "url": "/v1/completions", + "body": { + "model": self.ANTHROPIC_MODEL, + "prompt": "Summarize the following call transcript", + "max_tokens": 64, + }, + } + ) + + assert model_input == { + "messages": [ + { + "role": "user", + "content": [{"type": "text", "text": "Summarize the following call transcript"}], + } + ], + "max_tokens": 64, + "anthropic_version": "bedrock-2023-05-31", + } + + def test_anthropic_text_completion_record_keeps_every_prompt_in_a_list(self): + model_input = self._transform( + { + "custom_id": "2", + "method": "POST", + "url": "/v1/completions", + "body": { + "model": self.ANTHROPIC_MODEL, + "prompt": ["first prompt", "second prompt"], + "max_tokens": 8, + }, + } + ) + + # Consecutive user messages are merged by the Anthropic transform, the + # same way they are on the real-time path. + assert model_input["messages"] == [ + { + "role": "user", + "content": [ + {"type": "text", "text": "first prompt"}, + {"type": "text", "text": "second prompt"}, + ], + } + ] + assert "prompt" not in model_input + + def test_anthropic_responses_record_wraps_string_input(self): + model_input = self._transform( + { + "custom_id": "3", + "method": "POST", + "url": "/v1/responses", + "body": { + "model": self.ANTHROPIC_MODEL, + "input": "hi", + "max_output_tokens": 16, + }, + } + ) + + assert model_input == { + "messages": [{"role": "user", "content": [{"type": "text", "text": "hi"}]}], + "max_tokens": 16, + "anthropic_version": "bedrock-2023-05-31", + } + assert "tools" not in model_input, "an empty tools array must not be shipped to Bedrock" + + def test_anthropic_responses_record_maps_instructions_and_input_items(self): + """The Responses-specific params go through the same bridge as real time.""" + model_input = self._transform( + { + "custom_id": "4", + "method": "POST", + "url": "/v1/responses", + "body": { + "model": self.ANTHROPIC_MODEL, + "instructions": "be terse", + "input": [ + {"role": "user", "content": "what is 2+2?"}, + {"role": "assistant", "content": "4"}, + {"role": "user", "content": "and 3+3?"}, + ], + "max_output_tokens": 32, + "temperature": 0.2, + }, + } + ) + + assert model_input["system"] == [{"type": "text", "text": "be terse"}] + assert model_input["max_tokens"] == 32 + assert model_input["temperature"] == 0.2 + assert [message["role"] for message in model_input["messages"]] == [ + "user", + "assistant", + "user", + ] + assert model_input["messages"][-1]["content"] == [{"type": "text", "text": "and 3+3?"}] + assert "input" not in model_input + assert "max_output_tokens" not in model_input + + @pytest.mark.parametrize( + "body", + [ + {"prompt": "hi"}, + {"input": "hi"}, + ], + ids=["prompt", "input"], + ) + def test_nova_converse_record_wraps_prompt_and_input(self, body): + url = "/v1/completions" if "prompt" in body else "/v1/responses" + model_input = self._transform( + { + "custom_id": "5", + "method": "POST", + "url": url, + "body": {"model": self.NOVA_MODEL, **body}, + } + ) + + assert model_input["messages"] == [{"role": "user", "content": [{"text": "hi"}]}] + + @pytest.mark.parametrize( + "body", + [ + {"prompt": "hi"}, + {"input": "hi"}, + ], + ids=["prompt", "input"], + ) + def test_passthrough_provider_record_no_longer_emits_empty_messages(self, body): + """The passthrough branch used to emit `{"messages": [], "prompt": ...}`. + + That shape is accepted by `POST /v1/files`, so the whole batch job was + submitted to AWS and only failed there. + """ + url = "/v1/completions" if "prompt" in body else "/v1/responses" + model_input = self._transform( + { + "custom_id": "6", + "method": "POST", + "url": url, + "body": {"model": self.PASSTHROUGH_MODEL, **body}, + } + ) + + # Asserted on the serialized form, since the passthrough branch hands + # `messages` straight to S3 without a per-provider transform. + assert json.loads(json.dumps(model_input)) == {"messages": [{"role": "user", "content": "hi"}]} + + def test_mixed_endpoints_in_one_file_keep_their_own_shapes(self): + from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + + result = BedrockFilesConfig()._transform_openai_jsonl_content_to_bedrock_jsonl_content( + [ + { + "custom_id": "chat", + "url": "/v1/chat/completions", + "body": { + "model": self.ANTHROPIC_MODEL, + "messages": [{"role": "user", "content": "hi"}], + "max_tokens": 4, + }, + }, + { + "custom_id": "text", + "url": "/v1/completions", + "body": {"model": self.ANTHROPIC_MODEL, "prompt": "hi", "max_tokens": 4}, + }, + { + "custom_id": "responses", + "url": "/v1/responses", + "body": {"model": self.ANTHROPIC_MODEL, "input": "hi", "max_output_tokens": 4}, + }, + { + "custom_id": "embedding", + "url": "/v1/embeddings", + "body": {"model": "bedrock/amazon.titan-embed-text-v2:0", "input": "hi"}, + }, + ] + ) + + assert [record["recordId"] for record in result] == [ + "chat", + "text", + "responses", + "embedding", + ] + for record in result[:3]: + assert record["modelInput"]["messages"] == [ + {"role": "user", "content": [{"type": "text", "text": "hi"}]} + ] + assert result[3]["modelInput"] == {"inputText": "hi"} + + @pytest.mark.parametrize( + ("url", "expected_message"), + [ + ("/v1/completions", "missing required `prompt` field"), + ("/v1/responses", "missing required `input` field"), + ], + ) + def test_missing_required_field_raises_actionable_error(self, url, expected_message): + with pytest.raises(ValueError, match=expected_message): + self._transform( + { + "custom_id": "7", + "method": "POST", + "url": url, + "body": {"model": self.ANTHROPIC_MODEL, "max_tokens": 4}, + } + ) + + def test_prompt_body_without_url_is_still_wrapped(self): + """A record can omit `url`; the body shape then decides.""" + model_input = self._transform( + { + "custom_id": "8", + "body": {"model": self.ANTHROPIC_MODEL, "prompt": "hi", "max_tokens": 4}, + } + ) + + assert model_input["messages"] == [{"role": "user", "content": [{"type": "text", "text": "hi"}]}] + + def test_messages_win_over_prompt_when_url_is_absent(self): + model_input = self._transform( + { + "custom_id": "9", + "body": { + "model": self.ANTHROPIC_MODEL, + "messages": [{"role": "user", "content": "from messages"}], + "prompt": "from prompt", + "max_tokens": 4, + }, + } + ) + + assert model_input["messages"] == [ + {"role": "user", "content": [{"type": "text", "text": "from messages"}]} + ] + + class TestBedrockFileContentTransformation: """SigV4-signed S3 GetObject retrieval of Bedrock batch output files.""" From 6def61e672d95c4b145613009cd3064d0a133475 Mon Sep 17 00:00:00 2001 From: milan Date: Mon, 3 Aug 2026 17:22:46 +0000 Subject: [PATCH 016/234] fix(bedrock): keep /v1/responses batch metadata through the chat bridge Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- litellm/llms/bedrock/files/transformation.py | 1 + .../files/test_bedrock_files_transformation.py | 17 +++++++++++++++++ 2 files changed, 18 insertions(+) diff --git a/litellm/llms/bedrock/files/transformation.py b/litellm/llms/bedrock/files/transformation.py index 0aa832780e5..baa2630556a 100644 --- a/litellm/llms/bedrock/files/transformation.py +++ b/litellm/llms/bedrock/files/transformation.py @@ -640,6 +640,7 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): (key, value) for key, value in openai_request_body.items() if key not in ("model", "input") ) ), + metadata=openai_request_body.get("metadata"), ) return _frozen_mapping((key, value) for key, value in chat_body.items() if key != "tools" or value) diff --git a/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py b/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py index 87b03b02e1a..09aa6b1cf2d 100644 --- a/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py +++ b/tests/test_litellm/llms/bedrock/files/test_bedrock_files_transformation.py @@ -1337,6 +1337,23 @@ class TestBedrockBatchNonChatEndpointRecords: assert "input" not in model_input assert "max_output_tokens" not in model_input + def test_responses_record_keeps_metadata(self): + """`metadata` reaches the bridge, which reads it as its own kwarg.""" + model_input = self._transform( + { + "custom_id": "4b", + "method": "POST", + "url": "/v1/responses", + "body": { + "model": self.PASSTHROUGH_MODEL, + "input": "hi", + "metadata": {"tenant": "acct-1"}, + }, + } + ) + + assert model_input["metadata"] == {"tenant": "acct-1"} + @pytest.mark.parametrize( "body", [ From 46751ad83ed3307fdc0e966d7e850660df2446d9 Mon Sep 17 00:00:00 2001 From: Darien Kindlund Date: Tue, 4 Aug 2026 16:17:01 -0400 Subject: [PATCH 017/234] fix(anthropic): coerce explicit additionalProperties to false in output_format schema Anthropic's structured outputs reject any `additionalProperties` value other than `false` ("output_format.schema: For 'object' type, 'additionalProperties: true' is not supported. Please set 'additionalProperties' to false") `filter_anthropic_output_schema` only added the key when it was absent, so an explicit `true` (or a sub-schema) was copied verbatim into output_format.schema and 400'd. Coerce it for object schemas instead, at every recursion depth, matching what the Anthropic Python/TypeScript SDKs do The permissive tool-use path (map_response_format_to_anthropic_tool, used for vertex_ai) is deliberately left alone Fixes #35808 --- litellm/llms/anthropic/chat/transformation.py | 2 +- .../anthropic/test_anthropic_schema_filter.py | 72 ++++++++++++++++++- 2 files changed, 72 insertions(+), 2 deletions(-) diff --git a/litellm/llms/anthropic/chat/transformation.py b/litellm/llms/anthropic/chat/transformation.py index 51b862e79d9..19f5174579b 100644 --- a/litellm/llms/anthropic/chat/transformation.py +++ b/litellm/llms/anthropic/chat/transformation.py @@ -597,7 +597,7 @@ class AnthropicConfig(AnthropicModelInfo, BaseConfig): # Anthropic requires additionalProperties=false for object schemas # See: https://docs.anthropic.com/en/docs/build-with-claude/structured-outputs - if result.get("type") == "object" and "additionalProperties" not in result: + if result.get("type") == "object": result["additionalProperties"] = False return result diff --git a/tests/litellm/llms/anthropic/test_anthropic_schema_filter.py b/tests/litellm/llms/anthropic/test_anthropic_schema_filter.py index c10ac5532a0..71c9cfe8f41 100644 --- a/tests/litellm/llms/anthropic/test_anthropic_schema_filter.py +++ b/tests/litellm/llms/anthropic/test_anthropic_schema_filter.py @@ -281,7 +281,10 @@ class TestFilterAnthropicOutputSchema: "unevaluatedProperties", ): assert field not in result - assert 'properties whose names match each pattern must satisfy: {"^x": {"type": "string"}}' in result["description"] + assert ( + 'properties whose names match each pattern must satisfy: {"^x": {"type": "string"}}' + in result["description"] + ) assert 'property names must satisfy: {"pattern": "^[a-z]+$"}' in result["description"] assert 'dependent required properties: {"first": ["last"]}' in result["description"] assert 'dependent schemas: {"first": {"required": ["last"]}}' in result["description"] @@ -347,3 +350,70 @@ class TestFilterAnthropicOutputSchema: "all array items must be unique, minimum number of matching items: 2, " "maximum number of matching items: 3." ) + + def test_coerces_explicit_additional_properties_true(self): + """An explicit ``additionalProperties: true`` must be coerced to false. + + Anthropic rejects anything other than false with: + "output_format.schema: For 'object' type, 'additionalProperties: true' is + not supported". + """ + schema = { + "type": "object", + "additionalProperties": True, + "properties": {"a": {"type": "string"}}, + } + + result = AnthropicConfig.filter_anthropic_output_schema(schema) + + assert result["additionalProperties"] is False + + def test_coerces_additional_properties_true_when_nested(self): + """Nested object schemas are coerced too, at every recursion site.""" + schema = { + "type": "object", + "properties": { + "obj": { + "type": "object", + "additionalProperties": True, + "properties": {"a": {"type": "string"}}, + }, + "rows": { + "type": "array", + "items": { + "type": "object", + "additionalProperties": True, + "properties": {"b": {"type": "string"}}, + }, + }, + }, + } + + result = AnthropicConfig.filter_anthropic_output_schema(schema) + + assert result["properties"]["obj"]["additionalProperties"] is False + assert result["properties"]["rows"]["items"]["additionalProperties"] is False + + def test_coerces_additional_properties_sub_schema(self): + """A sub-schema value (free-form map) is also rejected by Anthropic.""" + schema = { + "type": "object", + "additionalProperties": {"type": "string"}, + "properties": {"a": {"type": "string"}}, + } + + result = AnthropicConfig.filter_anthropic_output_schema(schema) + + assert result["additionalProperties"] is False + + def test_explicit_additional_properties_false_is_preserved(self): + """The already-correct value must survive untouched.""" + schema = { + "type": "object", + "additionalProperties": False, + "properties": {"a": {"type": "string"}}, + } + + result = AnthropicConfig.filter_anthropic_output_schema(schema) + + assert result["additionalProperties"] is False From 3d673f9534f961c7f709b0a70063f349ab7cfd2c Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Wed, 5 Aug 2026 23:58:20 +0000 Subject: [PATCH 018/234] fix(managed_files): skip unparseable rows when listing managed files get_user_created_file_ids validated every row's file_object without a guard, so a single row failing OpenAIFileObject validation raised ValidationError and turned the whole GET /v1/files response into a 500. #35365 covered the null case only, leaving malformed or partial rows able to take the entire listing down. Rows now parse through a helper that returns None on failure and logs a warning, matching how list_user_batches already tolerates rows it cannot parse, so one bad row costs its own entry instead of the caller's whole listing. Null rows stay silent since the batch cost poller registers those legitimately. Refs #35361 --- .../proxy/hooks/managed_files.py | 23 +++++++++++++++++-- .../proxy/test_managed_files_hook.py | 23 +++++++++++++++++++ 2 files changed, 44 insertions(+), 2 deletions(-) diff --git a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py index ec47b6ac0e6..2349b618a28 100644 --- a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py +++ b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py @@ -73,6 +73,20 @@ else: PrismaClient = Any +def _parse_managed_file_object( + raw_file_object: object, unified_file_id: str +) -> Optional[OpenAIFileObject]: + if raw_file_object is None: + return None + try: + return OpenAIFileObject.model_validate(raw_file_object) + except Exception as e: + verbose_logger.warning( + f"Failed to parse managed file object {unified_file_id}: {e}" + ) + return None + + class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): # Class variables or attributes def __init__( @@ -383,9 +397,14 @@ class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): } ) return [ - OpenAIFileObject.model_validate(file_object.file_object) + parsed_file_object for file_object in file_ids - if file_object.file_object is not None + if ( + parsed_file_object := _parse_managed_file_object( + file_object.file_object, file_object.unified_file_id + ) + ) + is not None ] async def check_managed_file_id_access( diff --git a/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py b/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py index 4a4aa7aa5ea..4da6de6353f 100644 --- a/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py +++ b/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py @@ -154,6 +154,29 @@ async def test_get_user_created_file_ids_skips_rows_without_file_object(): assert [file.id for file in files] == ["file-output-abc"] +@pytest.mark.asyncio +async def test_get_user_created_file_ids_skips_unparseable_rows(): + managed_files = _make_managed_files_instance() + managed_files.prisma_client.db.litellm_managedfiletable.find_many = AsyncMock( + return_value=[ + MagicMock( + file_object={"id": "file-corrupt", "object": "file"}, + unified_file_id="unified-corrupt", + ), + MagicMock( + file_object=_make_file_object().model_dump(), + unified_file_id="unified-valid", + ), + ] + ) + + files = await managed_files.get_user_created_file_ids( + _make_user_api_key_dict(), ["file-output-abc"] + ) + + assert [file.id for file in files] == ["file-output-abc"] + + @pytest.mark.asyncio async def test_should_fallback_when_no_router(): """ From 1b6f3cebf1a4a4804a9bd9a0c3287cfc0d07c971 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Thu, 6 Aug 2026 00:16:05 +0000 Subject: [PATCH 019/234] fix(managed_files): log sanitized validation errors when skipping rows The skip warning interpolated the full pydantic ValidationError, whose string embeds input_value with the rejected row's contents. Managed-file rows carry a caller-supplied filename, so a malformed row copied that into operational logs. Log the error locations, types, and messages via errors() with input, url, and context excluded, keeping the field-level diagnostics without the values. Non-validation failures fall back to the exception type. --- .../proxy/hooks/managed_files.py | 9 ++++++++- .../proxy/test_managed_files_hook.py | 19 +++++++++++++++++++ 2 files changed, 27 insertions(+), 1 deletion(-) diff --git a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py index 2349b618a28..688ffb35ff7 100644 --- a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py +++ b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py @@ -7,6 +7,7 @@ from types import MappingProxyType from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, Union, cast from fastapi import HTTPException +from pydantic import ValidationError import litellm from litellm import Router, verbose_logger @@ -80,9 +81,15 @@ def _parse_managed_file_object( return None try: return OpenAIFileObject.model_validate(raw_file_object) + except ValidationError as e: + verbose_logger.warning( + f"Failed to parse managed file object {unified_file_id}: " + f"{e.errors(include_input=False, include_url=False, include_context=False)}" + ) + return None except Exception as e: verbose_logger.warning( - f"Failed to parse managed file object {unified_file_id}: {e}" + f"Failed to parse managed file object {unified_file_id}: {type(e).__name__}" ) return None diff --git a/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py b/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py index 4da6de6353f..6397e0be247 100644 --- a/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py +++ b/tests/test_litellm/enterprise/proxy/test_managed_files_hook.py @@ -6,6 +6,7 @@ async_post_call_success_hook when processing completed batch responses. """ import json +import logging import pytest from typing import Optional @@ -154,6 +155,24 @@ async def test_get_user_created_file_ids_skips_rows_without_file_object(): assert [file.id for file in files] == ["file-output-abc"] +@pytest.mark.asyncio +async def test_parse_managed_file_object_warning_omits_rejected_values(caplog): + from litellm_enterprise.proxy.hooks.managed_files import ( + _parse_managed_file_object, + ) + + with caplog.at_level(logging.WARNING): + parsed = _parse_managed_file_object( + {"id": "file-corrupt", "object": "file", "filename": "confidential.jsonl"}, + "unified-corrupt", + ) + + assert parsed is None + assert "unified-corrupt" in caplog.text + assert "bytes" in caplog.text + assert "confidential.jsonl" not in caplog.text + + @pytest.mark.asyncio async def test_get_user_created_file_ids_skips_unparseable_rows(): managed_files = _make_managed_files_instance() From eef908d4ad542e8003f22d76dd12ad559f25733d Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Wed, 5 Aug 2026 18:26:21 -0700 Subject: [PATCH 020/234] fix(batches): register managed output files on batch cancel update_batch_in_database now fetches the batch row by unified_object_id when the caller omits db_batch_object, so the cancel endpoint attributes newly registered output and error files to the batch owner and returns unified managed ids instead of raw provider ids. Idempotent cancels that do not change the stored status also skip the redundant DB write now. Repair two pre-existing mock tests in test_openai_batches_endpoint.py that asserted values inside lazy percent-format log strings, and give the cancel test's prisma mock an awaitable find_first. --- .../openai_files_endpoints/common_utils.py | 17 +++-- .../test_openai_batches_endpoint.py | 7 +- ..._batch_update_db_managed_output_file_id.py | 64 ++++++++++++++++++- 3 files changed, 80 insertions(+), 8 deletions(-) diff --git a/litellm/proxy/openai_files_endpoints/common_utils.py b/litellm/proxy/openai_files_endpoints/common_utils.py index 37b51e1d3af..290045a5a87 100644 --- a/litellm/proxy/openai_files_endpoints/common_utils.py +++ b/litellm/proxy/openai_files_endpoints/common_utils.py @@ -1141,7 +1141,7 @@ async def update_batch_in_database( managed_files_obj: The managed_files proxy hook object prisma_client: Prisma database client verbose_proxy_logger: Logger instance - db_batch_object: Optional existing database object (for comparison) + db_batch_object: Optional existing database object; fetched by unified_object_id when omitted operation: Description of operation ("update", "cancel", etc.) user_api_key_dict: Optional auth context for creating managed file IDs """ @@ -1154,6 +1154,12 @@ async def update_batch_in_database( if not prisma_client: return + effective_db_batch_object: Final = ( + db_batch_object + if db_batch_object is not None + else await ManagedObjectRepository(prisma_client).table.find_first(where={"unified_object_id": batch_id}) + ) + # Always normalize the response's file IDs to unified managed IDs # (mutates in place) so the caller returns unified IDs to the user # even when we skip the DB update below for an unchanged status. @@ -1163,16 +1169,17 @@ async def update_batch_in_database( prisma_client=prisma_client, verbose_proxy_logger=verbose_proxy_logger, user_api_key_dict=user_api_key_dict, - db_batch_object=db_batch_object, + db_batch_object=effective_db_batch_object, + unified_batch_id=unified_batch_id, ) # Only update if status has changed (when db_batch_object is provided) - if db_batch_object and response.status == db_batch_object.status: + if effective_db_batch_object and response.status == effective_db_batch_object.status: return - if db_batch_object: + if effective_db_batch_object: verbose_proxy_logger.info( - "Updating batch %s status from %s to %s", batch_id, db_batch_object.status, response.status + "Updating batch %s status from %s to %s", batch_id, effective_db_batch_object.status, response.status ) else: verbose_proxy_logger.info("Updating batch %s status to %s after %s", batch_id, response.status, operation) diff --git a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py index c6f4128f2c5..db8f75cf640 100644 --- a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py +++ b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py @@ -414,7 +414,7 @@ async def test_batch_status_sync_from_provider_to_database(): # Verify logger was called with status change message mock_logger.info.assert_called() - log_message = mock_logger.info.call_args[0][0] + log_message = mock_logger.info.call_args[0][0] % mock_logger.info.call_args[0][1:] assert "validating" in log_message assert "completed" in log_message @@ -450,6 +450,9 @@ async def test_batch_cancel_updates_database(): # Mock prisma client mock_prisma_client = MagicMock() + mock_prisma_client.db.litellm_managedobjecttable.find_first = AsyncMock( + return_value=None + ) mock_prisma_client.db.litellm_managedobjecttable.update = AsyncMock() # Mock managed_files_obj @@ -482,7 +485,7 @@ async def test_batch_cancel_updates_database(): # Verify logger was called mock_logger.info.assert_called() - log_message = mock_logger.info.call_args[0][0] + log_message = mock_logger.info.call_args[0][0] % mock_logger.info.call_args[0][1:] assert "cancel" in log_message.lower() assert "cancelled" in log_message diff --git a/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py b/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py index d8669960674..74139fa9238 100644 --- a/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py +++ b/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py @@ -45,9 +45,10 @@ def _build_managed_files_mock(unified_id: str = "file-bWFuYWdlZF9vdXRwdXRfaWQ=") return mock -def _build_prisma_mock(): +def _build_prisma_mock(db_batch_object=None): mock = MagicMock() mock.db.litellm_managedfiletable.find_first = AsyncMock(return_value=None) + mock.db.litellm_managedobjecttable.find_first = AsyncMock(return_value=db_batch_object) mock.db.litellm_managedobjecttable.update = AsyncMock() return mock @@ -89,6 +90,67 @@ async def test_update_batch_in_database_stores_unified_output_file_id(): assert stored["output_file_id"] != raw_output_file_id +@pytest.mark.asyncio +async def test_cancel_path_registers_output_file_under_batch_owner(): + unified_id = "file-bWFuYWdlZF9vdXRwdXRfaWQ=" + db_batch_object = SimpleNamespace( + created_by="batch-owner", team_id="batch-team", status="in_progress" + ) + response = _build_batch_response( + status="cancelling", + output_file_id="file-raw-output", + hidden_params={"model_id": "my-model", "model_name": "openai/gpt-4o"}, + ) + mock_managed_files = _build_managed_files_mock(unified_id=unified_id) + mock_prisma = _build_prisma_mock(db_batch_object=db_batch_object) + + await update_batch_in_database( + batch_id="batch_managed_ids_test", + unified_batch_id="litellm_proxy;model_id:my-model;llm_batch_id:batch_managed_ids_test", + response=response, + managed_files_obj=mock_managed_files, + prisma_client=mock_prisma, + verbose_proxy_logger=MagicMock(), + operation="cancel", + ) + + forwarded_auth = mock_managed_files.store_unified_file_id.call_args.kwargs[ + "user_api_key_dict" + ] + assert forwarded_auth.user_id == "batch-owner" + assert forwarded_auth.team_id == "batch-team" + stored = json.loads( + mock_prisma.db.litellm_managedobjecttable.update.call_args.kwargs["data"][ + "file_object" + ] + ) + assert stored["output_file_id"] == unified_id + + +@pytest.mark.asyncio +async def test_update_batch_derives_model_id_from_unified_batch_id(): + unified_id = "file-bWFuYWdlZF9vdXRwdXRfaWQ=" + response = _build_batch_response(output_file_id="file-raw-output", hidden_params={}) + mock_managed_files = _build_managed_files_mock(unified_id=unified_id) + mock_prisma = _build_prisma_mock() + + await update_batch_in_database( + batch_id="batch_managed_ids_test", + unified_batch_id="litellm_proxy;model_id:model-from-batch-id;llm_batch_id:batch_managed_ids_test", + response=response, + managed_files_obj=mock_managed_files, + prisma_client=mock_prisma, + verbose_proxy_logger=MagicMock(), + user_api_key_dict=UserAPIKeyAuth(user_id="user-abc"), + ) + + assert ( + mock_managed_files.get_unified_output_file_id.call_args.kwargs["model_id"] + == "model-from-batch-id" + ) + assert response.output_file_id == unified_id + + @pytest.mark.asyncio async def test_ensure_batch_response_normalizes_error_file_id(): """Both output_file_id and error_file_id must be normalized to managed IDs.""" From 5339ec50e788a6bb9090380d1e43060e13bcdb97 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Wed, 5 Aug 2026 20:42:20 -0700 Subject: [PATCH 021/234] fix(batches): persist managed file ids for cancelled/failed/expired batches When the batch cost poller found a batch in a terminal failed, expired, or cancelled state it wrote the provider response straight to the managed object table, so the stored blob kept raw provider file ids and a raw batch id. Since the row is final after batch_processed=True and the read paths only resolve existing managed ids, every later GET /batches/{id} and GET /batches leaked raw provider output and error file ids that clients cannot fetch through the proxy. The terminal branch now normalizes the response with ensure_batch_response_managed_file_ids before persisting, minting managed ids under the batch owner's identity POST /batches/{id}/cancel had the same gap: it called update_batch_in_database without the caller's auth context, so a cancel response that already carried provider file ids could never mint managed ids. The endpoint now forwards user_api_key_dict --- .../proxy/common_utils/check_batch_cost.py | 14 ++ litellm/proxy/batches_endpoints/endpoints.py | 1 + .../proxy_unit_tests/test_check_batch_cost.py | 151 +++++++++++++++--- .../proxy/batches_endpoints/test_endpoints.py | 11 ++ 4 files changed, 158 insertions(+), 19 deletions(-) diff --git a/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py b/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py index 3ed63b0d9ee..a12b0bb7170 100644 --- a/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py +++ b/enterprise/litellm_enterprise/proxy/common_utils/check_batch_cost.py @@ -656,6 +656,20 @@ class CheckBatchCost: elif response.status in ("failed", "expired", "cancelled"): try: + from litellm.proxy.openai_files_endpoints.common_utils import ( + _is_base64_encoded_unified_file_id, + ensure_batch_response_managed_file_ids, + ) + + response.id = job.unified_object_id + await ensure_batch_response_managed_file_ids( + response=response, + managed_files_obj=self.proxy_logging_obj.get_proxy_hook("managed_files"), + prisma_client=self.prisma_client, + verbose_proxy_logger=verbose_proxy_logger, + db_batch_object=job, + unified_batch_id=_is_base64_encoded_unified_file_id(job.unified_object_id), + ) update_data = { "status": response.status, "file_object": response.model_dump_json(), diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py index deed665d3f2..7b5af6c1068 100644 --- a/litellm/proxy/batches_endpoints/endpoints.py +++ b/litellm/proxy/batches_endpoints/endpoints.py @@ -961,6 +961,7 @@ async def cancel_batch( prisma_client=prisma_client, verbose_proxy_logger=verbose_proxy_logger, operation="cancel", + user_api_key_dict=user_api_key_dict, ) ### CALL HOOKS ### - modify outgoing data diff --git a/tests/proxy_unit_tests/test_check_batch_cost.py b/tests/proxy_unit_tests/test_check_batch_cost.py index a15abd023d8..d6c5d8fc809 100644 --- a/tests/proxy_unit_tests/test_check_batch_cost.py +++ b/tests/proxy_unit_tests/test_check_batch_cost.py @@ -499,7 +499,7 @@ class TestCheckBatchCost: must be written back with that status and batch_processed=True so it stops being polled forever. """ - from unittest.mock import patch + import base64 mock_prisma_client.db.litellm_managedobjecttable.update_many = AsyncMock( return_value=0 @@ -511,7 +511,9 @@ class TestCheckBatchCost: mock_job = MagicMock() mock_job.id = "job-terminal-1" - mock_job.unified_object_id = "dW5pZmllZF9iYXRjaF9pZA==" + mock_job.unified_object_id = base64.urlsafe_b64encode( + b"litellm_proxy;model_id:model-123;llm_batch_id:batch-456" + ).decode() mock_job.created_by = "user-1" assert check_batch_cost_instance._has_batch_processed_column is True @@ -527,23 +529,7 @@ class TestCheckBatchCost: mock_llm_router.aretrieve_batch = AsyncMock(return_value=mock_response) - decoded_id = "llm_model_id,model-123;llm_batch_id,batch-456;" - - with ( - patch( - "litellm.proxy.openai_files_endpoints.common_utils._is_base64_encoded_unified_file_id", - side_effect=[decoded_id, None], - ), - patch( - "litellm.proxy.openai_files_endpoints.common_utils.get_model_id_from_unified_batch_id", - return_value="model-123", - ), - patch( - "litellm.proxy.openai_files_endpoints.common_utils.get_batch_id_from_unified_batch_id", - return_value="batch-456", - ), - ): - await check_batch_cost_instance.check_batch_cost() + await check_batch_cost_instance.check_batch_cost() assert ( mock_prisma_client.db.litellm_managedobjecttable.update.call_count == 1 @@ -556,6 +542,133 @@ class TestCheckBatchCost: update_data["batch_processed"] is True ), "terminal-status update() must set batch_processed=True so polling stops" + @pytest.mark.asyncio + @pytest.mark.parametrize("terminal_status", ["failed", "expired", "cancelled"]) + async def test_terminal_status_persists_managed_output_file_ids( + self, + check_batch_cost_instance, + mock_prisma_client, + mock_llm_router, + terminal_status, + ): + """A cancelled/failed/expired batch with provider output files must be persisted + with unified managed file IDs, never raw provider IDs. Raw IDs written here leak + to every later GET /batches/{id} and GET /batches because the terminal row is + final (batch_processed=True) and read paths only resolve, never mint. + """ + import base64 + import json + + from litellm.types.utils import LiteLLMBatch + + unified_batch_uid = base64.urlsafe_b64encode( + b"litellm_proxy;model_id:model-123;llm_batch_id:batch-456" + ).decode() + raw_output_file_id = "file-terminal-out-abc" + raw_error_file_id = "file-terminal-err-xyz" + raw_input_file_id = "file-terminal-in-123" + unified_input_file_id = base64.urlsafe_b64encode( + b"litellm_proxy:application/octet-stream;unified_id,in-1;target_model_names,gpt-5-batch" + ).decode() + unified_output_file_id = base64.urlsafe_b64encode( + f"litellm_proxy:application/octet-stream;unified_id,u-1;llm_output_file_id,{raw_output_file_id}".encode() + ).decode() + unified_error_file_id = base64.urlsafe_b64encode( + f"litellm_proxy:application/octet-stream;unified_id,u-2;llm_output_file_id,{raw_error_file_id}".encode() + ).decode() + + mock_prisma_client.db.litellm_managedobjecttable.update_many = AsyncMock( + return_value=0 + ) + mock_prisma_client.db.litellm_managedobjecttable.update = AsyncMock() + mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock( + return_value=None + ) + + input_file_row = MagicMock() + input_file_row.unified_file_id = unified_input_file_id + + def find_managed_file(where): + if where["flat_model_file_ids"]["has"] == raw_input_file_id: + return input_file_row + return None + + mock_prisma_client.db.litellm_managedfiletable.find_first = AsyncMock( + side_effect=find_managed_file + ) + + mock_job = MagicMock() + mock_job.id = "job-terminal-mint-1" + mock_job.unified_object_id = unified_batch_uid + mock_job.created_by = "user-1" + mock_job.team_id = "team-1" + + check_batch_cost_instance._has_batch_processed_column = True + mock_prisma_client.db.litellm_managedobjecttable.find_many = AsyncMock( + return_value=[mock_job] + ) + + response = LiteLLMBatch( + id="batch-456", + completion_window="24h", + created_at=1, + endpoint="/v1/chat/completions", + input_file_id=raw_input_file_id, + object="batch", + status=terminal_status, + output_file_id=raw_output_file_id, + error_file_id=raw_error_file_id, + ) + mock_llm_router.aretrieve_batch = AsyncMock(return_value=response) + + mock_hook = MagicMock() + mock_hook.get_unified_output_file_id.side_effect = [ + unified_output_file_id, + unified_error_file_id, + ] + mock_hook.store_unified_file_id = AsyncMock() + check_batch_cost_instance.proxy_logging_obj.get_proxy_hook.return_value = ( + mock_hook + ) + + await check_batch_cost_instance.check_batch_cost() + + mock_hook.get_unified_output_file_id.assert_any_call( + output_file_id=raw_output_file_id, + model_id="model-123", + model_name="gpt-5-batch", + ) + mock_hook.get_unified_output_file_id.assert_any_call( + output_file_id=raw_error_file_id, + model_id="model-123", + model_name="gpt-5-batch", + ) + stored = { + next(iter(c.kwargs["model_mappings"].values())): c.kwargs["file_id"] + for c in mock_hook.store_unified_file_id.call_args_list + } + assert stored == { + raw_output_file_id: unified_output_file_id, + raw_error_file_id: unified_error_file_id, + } + for store_call in mock_hook.store_unified_file_id.call_args_list: + assert store_call.kwargs["user_api_key_dict"].user_id == "user-1" + assert store_call.kwargs["user_api_key_dict"].team_id == "team-1" + + assert mock_prisma_client.db.litellm_managedobjecttable.update.call_count == 1 + update_call = mock_prisma_client.db.litellm_managedobjecttable.update.call_args + assert update_call.kwargs["where"] == {"id": "job-terminal-mint-1"} + update_data = update_call.kwargs["data"] + assert update_data["status"] == terminal_status + assert update_data["batch_processed"] is True + persisted = json.loads(update_data["file_object"]) + assert persisted["id"] == unified_batch_uid + assert persisted["input_file_id"] == unified_input_file_id + assert persisted["output_file_id"] == unified_output_file_id + assert persisted["error_file_id"] == unified_error_file_id + assert raw_output_file_id not in update_data["file_object"] + assert raw_error_file_id not in update_data["file_object"] + @pytest.mark.asyncio async def test_raw_output_file_id_converted_to_managed_id( self, check_batch_cost_instance, mock_prisma_client, mock_llm_router diff --git a/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py b/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py index f2d37fbe842..64e1dcda5c9 100644 --- a/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py +++ b/tests/test_litellm/proxy/batches_endpoints/test_endpoints.py @@ -1896,6 +1896,17 @@ async def test_cancel__unified_batch_id_routes_to_router(cancel_harness): assert cancel_harness.update_batch_in_db.call_args.kwargs["operation"] == "cancel" +@pytest.mark.asyncio +async def test_cancel__db_write_receives_caller_auth(cancel_harness): + """update_batch_in_database can only mint managed IDs for a cancelled batch's + output files when it has an auth context, so cancel must forward the caller's.""" + caller = UserAPIKeyAuth(api_key="sk-test", user_id="user-cancel-1") + with patch.object(endpoints, "_is_base64_encoded_unified_file_id", return_value=UNIFIED_BATCH_ID): + await call_cancel(cancel_harness, "batch-unified-blob", user=caller) + + assert cancel_harness.update_batch_in_db.call_args.kwargs["user_api_key_dict"] is caller + + @pytest.mark.asyncio async def test_cancel__unified_missing_model_id_400(cancel_harness): # unified id with no model_id segment -> get_model_id returns None -> 400. From 7d00f9d019f84be709a7515094fed4ce7bbee900 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Wed, 5 Aug 2026 20:46:00 -0700 Subject: [PATCH 022/234] fix(managed_files): return unified output file ids from GET /batches list_user_batches parsed each stored batch blob and returned it as-is, so any row whose blob still carried raw provider file ids (for example a batch that reached a terminal state through the cost poller, or rows written before output registration existed) leaked raw output_file_id and error_file_id values that clients cannot fetch through the proxy. The list path now runs each row through ensure_batch_response_managed_file_ids, which swaps in existing managed ids and registers missing ones under the batch owner's identity, matching what GET /batches/{id} already does --- .../proxy/hooks/managed_files.py | 12 ++ .../proxy/hooks/test_managed_files.py | 142 ++++++++++++++++++ 2 files changed, 154 insertions(+) diff --git a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py index 0036603bcd1..07a1f959940 100644 --- a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py +++ b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py @@ -31,6 +31,7 @@ from litellm.proxy._types import ( ) from litellm.proxy.openai_files_endpoints.common_utils import ( _is_base64_encoded_unified_file_id, + ensure_batch_response_managed_file_ids, get_batch_id_from_unified_batch_id, get_content_type_from_file_object, get_model_id_from_unified_batch_id, @@ -352,6 +353,17 @@ class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): ) batch_obj = LiteLLMBatch.model_validate(batch_data) batch_obj.id = batch.unified_object_id + await ensure_batch_response_managed_file_ids( + response=batch_obj, + managed_files_obj=self, + prisma_client=self.prisma_client, + verbose_proxy_logger=verbose_logger, + user_api_key_dict=user_api_key_dict, + db_batch_object=batch, + unified_batch_id=_is_base64_encoded_unified_file_id( + batch.unified_object_id + ), + ) batch_objects.append(batch_obj) except Exception as e: diff --git a/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py b/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py index 50af6465d06..fc10a1257e1 100644 --- a/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py +++ b/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py @@ -1813,6 +1813,148 @@ def _create_unified_batch_id(model_id: str, batch_id: str) -> str: return base64.urlsafe_b64encode(unified_str.encode()).decode().rstrip("=") +def _decode_unified_id(b64_id: str) -> str: + return base64.urlsafe_b64decode(b64_id + "=" * (-len(b64_id) % 4)).decode() + + +def _terminal_batch_record( + unified_batch_uid: str, + raw_input_file_id: str, + raw_output_file_id: str, + raw_error_file_id: str, +): + record = MagicMock() + record.unified_object_id = unified_batch_uid + record.created_by = "owner-user" + record.team_id = "owner-team" + record.status = "cancelled" + record.file_object = json.dumps( + { + "id": "batch-raw-456", + "object": "batch", + "endpoint": "/v1/chat/completions", + "completion_window": "24h", + "status": "cancelled", + "created_at": 1234567890, + "input_file_id": raw_input_file_id, + "output_file_id": raw_output_file_id, + "error_file_id": raw_error_file_id, + } + ) + return record + + +@pytest.mark.asyncio +async def test_list_batches_registers_and_returns_unified_output_file_ids(): + """A stored batch blob with raw provider file IDs (e.g. persisted by the cost + poller for a cancelled batch) must be listed with unified managed IDs, and the + output/error files must be registered in the managed file table so GET + /files/{id}/content can route them.""" + from litellm.proxy._types import UserAPIKeyAuth + + unified_batch_uid = _create_unified_batch_id("model-123", "batch-456") + raw_input_file_id = "file-list-in-1" + raw_output_file_id = "file-list-out-1" + raw_error_file_id = "file-list-err-1" + unified_input_file_id = base64.urlsafe_b64encode( + b"litellm_proxy:application/octet-stream;unified_id,in-1;target_model_names,gpt-5-batch" + ).decode() + + prisma_client = AsyncMock() + prisma_client.db.litellm_managedobjecttable.find_many.return_value = [ + _terminal_batch_record( + unified_batch_uid, raw_input_file_id, raw_output_file_id, raw_error_file_id + ) + ] + + input_file_row = MagicMock() + input_file_row.unified_file_id = unified_input_file_id + + def find_managed_file(where): + if where["flat_model_file_ids"]["has"] == raw_input_file_id: + return input_file_row + return None + + prisma_client.db.litellm_managedfiletable.find_first = AsyncMock( + side_effect=find_managed_file + ) + + proxy_managed_files = _PROXY_LiteLLMManagedFiles( + DualCache(), prisma_client=prisma_client + ) + + result = await proxy_managed_files.list_user_batches( + user_api_key_dict=UserAPIKeyAuth(user_id="owner-user"), + limit=10, + ) + + listed = result["data"][0] + assert listed.id == unified_batch_uid + assert listed.input_file_id == unified_input_file_id + + decoded_output = _decode_unified_id(listed.output_file_id) + assert decoded_output.startswith("litellm_proxy") + assert f"llm_output_file_id,{raw_output_file_id}" in decoded_output + assert "llm_output_file_model_id,model-123" in decoded_output + assert "target_model_names,gpt-5-batch" in decoded_output + + decoded_error = _decode_unified_id(listed.error_file_id) + assert f"llm_output_file_id,{raw_error_file_id}" in decoded_error + + upsert_calls = prisma_client.db.litellm_managedfiletable.upsert.await_args_list + stored_raw_ids = { + c.kwargs["data"]["create"]["flat_model_file_ids"][0] for c in upsert_calls + } + assert stored_raw_ids == {raw_output_file_id, raw_error_file_id} + for c in upsert_calls: + assert c.kwargs["data"]["create"]["created_by"] == "owner-user" + assert c.kwargs["data"]["create"]["team_id"] == "owner-team" + + +@pytest.mark.asyncio +async def test_list_batches_resolves_existing_managed_rows_without_minting(): + """When the raw provider file IDs already have managed file rows, listing must + swap in the existing unified IDs and must not upsert duplicate rows.""" + from litellm.proxy._types import UserAPIKeyAuth + + unified_batch_uid = _create_unified_batch_id("model-123", "batch-456") + raw_output_file_id = "file-list-out-existing" + existing_unified_output_id = base64.urlsafe_b64encode( + f"litellm_proxy:application/json;unified_id,u-9;llm_output_file_id,{raw_output_file_id}".encode() + ).decode() + + record = _terminal_batch_record( + unified_batch_uid, "file-list-in-9", raw_output_file_id, "" + ) + + prisma_client = AsyncMock() + prisma_client.db.litellm_managedobjecttable.find_many.return_value = [record] + + existing_row = MagicMock() + existing_row.unified_file_id = existing_unified_output_id + + def find_managed_file(where): + if where["flat_model_file_ids"]["has"] == raw_output_file_id: + return existing_row + return None + + prisma_client.db.litellm_managedfiletable.find_first = AsyncMock( + side_effect=find_managed_file + ) + + proxy_managed_files = _PROXY_LiteLLMManagedFiles( + DualCache(), prisma_client=prisma_client + ) + + result = await proxy_managed_files.list_user_batches( + user_api_key_dict=UserAPIKeyAuth(user_id="owner-user"), + limit=10, + ) + + assert result["data"][0].output_file_id == existing_unified_output_id + prisma_client.db.litellm_managedfiletable.upsert.assert_not_awaited() + + @pytest.mark.asyncio async def test_list_batches_from_managed_objects_table_provider_filter_raises_exception(): from litellm.proxy._types import UserAPIKeyAuth From eea292abbabed6a9b4bb86630c60efa74fd7e9a5 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Wed, 5 Aug 2026 23:24:37 -0700 Subject: [PATCH 023/234] fix(proxy): allow non-admins to reach /user/daily/activity/aggregated The aggregated route was missing from LiteLLMRoutes.self_managed_routes while its paginated sibling /user/daily/activity was listed, so auth rejected every internal user with a 401 before the handler ran. That route backs the default "Your Usage" view in the dashboard, which left the main Usage page broken for non-admin users. The handler already self-scopes: it checks admin view first, then falls back to require_caller_user_id_for_non_admin, defaults a missing user_id to the caller's own, and returns 403 when a non-admin asks for someone else's data. Listing the route restores reachability without widening what a caller can read. check_route_access matches exactly (plus explicit wildcards), so the parent entry never covered the /aggregated sub-path. --- litellm/proxy/_types.py | 1 + .../proxy/auth/test_route_checks.py | 52 ++++++++++++++ .../test_internal_user_endpoints.py | 69 +++++++++++++++++++ 3 files changed, 122 insertions(+) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 7bc8ed59a6a..5b1134650f2 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -781,6 +781,7 @@ class LiteLLMRoutes(enum.Enum): "/model/update", "/model/delete", "/user/daily/activity", + "/user/daily/activity/aggregated", "/user/available_roles", # read-only role metadata; any authenticated user may read "/user/list", # org admins checked in endpoint; non-admins get 403 "/model/{model_id}/update", diff --git a/tests/test_litellm/proxy/auth/test_route_checks.py b/tests/test_litellm/proxy/auth/test_route_checks.py index 9285b997efc..0bfb10320f7 100644 --- a/tests/test_litellm/proxy/auth/test_route_checks.py +++ b/tests/test_litellm/proxy/auth/test_route_checks.py @@ -3246,3 +3246,55 @@ def test_internal_user_still_blocked_from_another_users_info(): assert exc_info.value.status_code == 403 assert "key not allowed to access this user's info" in str(exc_info.value.detail) + + +@pytest.mark.parametrize( + "route", + [ + "/user/daily/activity", + "/user/daily/activity/aggregated", + ], +) +@pytest.mark.parametrize( + "user_role", + [ + LitellmUserRoles.INTERNAL_USER.value, + LitellmUserRoles.INTERNAL_USER_VIEW_ONLY.value, + ], +) +def test_user_daily_activity_routes_reachable_by_non_admin(route, user_role): + """Both /user/daily/activity and its /aggregated sibling power the default + "Your Usage" dashboard view, and both handlers self-scope to the caller + (_user_has_admin_view -> require_caller_user_id_for_non_admin -> 403 on a + user_id mismatch). self_managed_routes is the ONLY list that grants either + route to a non-admin, so dropping one from it 401s every internal user's + main Usage page before the handler ever runs. + """ + user_obj = LiteLLM_UserTable( + user_id="test_user", + user_email="test@example.com", + user_role=user_role, + ) + valid_token = UserAPIKeyAuth(user_id="test_user", user_role=user_role) + request = MagicMock(spec=Request) + request.query_params = {} + + RouteChecks.non_proxy_admin_allowed_routes_check( + user_obj=user_obj, + _user_role=user_role, + route=route, + request=request, + valid_token=valid_token, + request_data={}, + ) + + +def test_user_daily_activity_aggregated_not_covered_by_prefix_match(): + """check_route_access is exact-match plus explicit wildcards, so listing the + parent /user/daily/activity does not implicitly cover the /aggregated + sub-path. Pins the reason the sibling needs its own entry. + """ + assert not RouteChecks.check_route_access( + route="/user/daily/activity/aggregated", + allowed_routes=["/user/daily/activity"], + ) diff --git a/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py index aab9a0b4fd0..056c2d3657a 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py @@ -2294,6 +2294,75 @@ async def test_get_user_daily_activity_aggregated_admin_global_view(monkeypatch) ) +@pytest.mark.asyncio +async def test_get_user_daily_activity_aggregated_non_admin_cannot_view_other_users( + monkeypatch, +): + """ + Same scoping contract as + test_get_user_daily_activity_non_admin_cannot_view_other_users, on the + aggregated route. Non-admins reach this handler now that the route is in + self_managed_routes, so the 403-on-mismatch and default-to-self behaviour + has to hold here too: opening the route must not widen access. + """ + from unittest.mock import AsyncMock, MagicMock, patch + + from fastapi import HTTPException + + from litellm.proxy.management_endpoints.internal_user_endpoints import ( + get_user_daily_activity_aggregated, + ) + + mock_prisma_client = MagicMock() + monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma_client) + + non_admin_key_dict = UserAPIKeyAuth( + user_id="regular-user-123", + user_role=LitellmUserRoles.INTERNAL_USER, + ) + + # Case 1: Non-admin targets another user's data — 403, helper never reached + with patch( + "litellm.proxy.management_endpoints.internal_user_endpoints.get_daily_activity_aggregated", + new_callable=AsyncMock, + ) as mock_get_daily_agg: + with pytest.raises(HTTPException) as exc_info: + await get_user_daily_activity_aggregated( + start_date="2025-01-01", + end_date="2025-01-31", + model=None, + api_key=None, + user_id="other-user-456", + timezone=None, + user_api_key_dict=non_admin_key_dict, + ) + + assert exc_info.value.status_code == 403 + assert "Non-admin users can only view their own spend data" in str(exc_info.value.detail) + mock_get_daily_agg.assert_not_called() + + # Case 2: Non-admin omits user_id — scoped to their own user_id, not global + mock_response = MagicMock() + with patch( + "litellm.proxy.management_endpoints.internal_user_endpoints.get_daily_activity_aggregated", + new_callable=AsyncMock, + return_value=mock_response, + ) as mock_get_daily_agg: + result = await get_user_daily_activity_aggregated( + start_date="2025-01-01", + end_date="2025-01-31", + model=None, + api_key=None, + user_id=None, + timezone=None, + user_api_key_dict=non_admin_key_dict, + ) + + assert result is mock_response + mock_get_daily_agg.assert_called_once() + assert mock_get_daily_agg.call_args.kwargs["entity_id"] == "regular-user-123" + + @pytest.mark.asyncio async def test_delete_user_cleans_up_created_by_invitation_links(mocker): """ From 59041240f036fe80776b297b36757c48d85f7978 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Thu, 6 Aug 2026 02:23:32 -0700 Subject: [PATCH 024/234] fix(managed_files): cap batch list page size at 100 and bulk-resolve raw file ids in one query --- .../proxy/hooks/managed_files.py | 104 +++++++++++++----- .../openai_files_endpoints/common_utils.py | 30 +++++ .../proxy/hooks/test_managed_files.py | 94 +++++++++++----- 3 files changed, 172 insertions(+), 56 deletions(-) diff --git a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py index 07a1f959940..6fa6ef46ad4 100644 --- a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py +++ b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py @@ -3,6 +3,7 @@ import base64 import json +from collections.abc import Mapping from types import MappingProxyType from typing import TYPE_CHECKING, Any, Dict, Final, List, Literal, Optional, Union, cast from uuid import NAMESPACE_URL, uuid5 @@ -31,10 +32,12 @@ from litellm.proxy._types import ( ) from litellm.proxy.openai_files_endpoints.common_utils import ( _is_base64_encoded_unified_file_id, + apply_unified_file_ids, ensure_batch_response_managed_file_ids, get_batch_id_from_unified_batch_id, get_content_type_from_file_object, get_model_id_from_unified_batch_id, + map_raw_file_ids_to_unified, normalize_mime_type_for_provider, resolve_managed_output_file_model_name, ) @@ -62,6 +65,9 @@ if TYPE_CHECKING: if TYPE_CHECKING: from opentelemetry.trace import Span as _Span + from prisma.models import ( + LiteLLM_ManagedObjectTable as PrismaManagedObjectRow, + ) from litellm.proxy.utils import InternalUsageCache as _InternalUsageCache from litellm.proxy.utils import PrismaClient as _PrismaClient @@ -75,6 +81,20 @@ else: PrismaClient = Any +def _decode_json_blob(blob: object) -> object: + return json.loads(blob) if isinstance(blob, str) else blob + + +def _parse_managed_batch_row(row: "PrismaManagedObjectRow") -> Optional[LiteLLMBatch]: + try: + batch_obj: Final = LiteLLMBatch.model_validate(_decode_json_blob(row.file_object)) + except Exception as e: + verbose_logger.warning(f"Failed to parse batch object {row.unified_object_id}: {e}") + return None + batch_obj.id = row.unified_object_id + return batch_obj + + class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): # Class variables or attributes def __init__( @@ -329,7 +349,7 @@ class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): detail=f"Invalid 'after' cursor: no batch found with id '{after}'.", ) - page_size = limit or 20 + page_size: Final = min(limit or 20, 100) cursor_args: Dict[str, Any] = ( {"cursor": {"unified_object_id": after}, "skip": 1} if after else {} ) @@ -343,36 +363,60 @@ class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): has_more = len(batches) > page_size - batch_objects: List[LiteLLMBatch] = [] - for batch in batches[:page_size]: - try: - batch_data = ( - json.loads(batch.file_object) - if isinstance(batch.file_object, str) - else batch.file_object - ) - batch_obj = LiteLLMBatch.model_validate(batch_data) - batch_obj.id = batch.unified_object_id - await ensure_batch_response_managed_file_ids( - response=batch_obj, - managed_files_obj=self, - prisma_client=self.prisma_client, - verbose_proxy_logger=verbose_logger, - user_api_key_dict=user_api_key_dict, - db_batch_object=batch, - unified_batch_id=_is_base64_encoded_unified_file_id( - batch.unified_object_id - ), - ) - batch_objects.append(batch_obj) + parsed_rows: Final = tuple( + (row, batch_obj) + for row in batches[:page_size] + if (batch_obj := _parse_managed_batch_row(row)) is not None + ) + unified_id_by_raw_id: Final = await map_raw_file_ids_to_unified( + raw_file_ids=frozenset( + file_id + for _, batch_obj in parsed_rows + for file_id in (batch_obj.input_file_id, batch_obj.output_file_id, batch_obj.error_file_id) + if file_id and not _is_base64_encoded_unified_file_id(file_id) + ), + prisma_client=self.prisma_client, + ) + resolved_batches: Final = [ + await self._resolve_listed_batch( + row=row, + batch_obj=batch_obj, + unified_id_by_raw_id=unified_id_by_raw_id, + user_api_key_dict=user_api_key_dict, + ) + for row, batch_obj in parsed_rows + ] + return build_list_page( + [batch_obj for batch_obj in resolved_batches if batch_obj is not None], + has_more=has_more, + ) - except Exception as e: - verbose_logger.warning( - f"Failed to parse batch object {batch.unified_object_id}: {e}" - ) - continue - - return build_list_page(batch_objects, has_more=has_more) + async def _resolve_listed_batch( + self, + row: "PrismaManagedObjectRow", + batch_obj: LiteLLMBatch, + unified_id_by_raw_id: Mapping[str, str], + user_api_key_dict: UserAPIKeyAuth, + ) -> Optional[LiteLLMBatch]: + apply_unified_file_ids(batch_obj, unified_id_by_raw_id) + try: + await ensure_batch_response_managed_file_ids( + response=batch_obj, + managed_files_obj=self, + prisma_client=self.prisma_client, + verbose_proxy_logger=verbose_logger, + user_api_key_dict=user_api_key_dict, + db_batch_object=row, + unified_batch_id=_is_base64_encoded_unified_file_id( + row.unified_object_id + ), + ) + except Exception as e: + verbose_logger.warning( + f"Failed to resolve managed file ids for batch {row.unified_object_id}: {e}" + ) + return None + return batch_obj async def get_user_created_file_ids( self, user_api_key_dict: UserAPIKeyAuth, model_object_ids: List[str] diff --git a/litellm/proxy/openai_files_endpoints/common_utils.py b/litellm/proxy/openai_files_endpoints/common_utils.py index 080b8b80ae4..bf83a7cf25c 100644 --- a/litellm/proxy/openai_files_endpoints/common_utils.py +++ b/litellm/proxy/openai_files_endpoints/common_utils.py @@ -1,6 +1,7 @@ import base64 import mimetypes import re +from collections.abc import Mapping from dataclasses import dataclass, field from types import MappingProxyType from typing import TYPE_CHECKING, Final, Literal, Optional @@ -16,6 +17,7 @@ if TYPE_CHECKING: from prisma.models import LiteLLM_ManagedObjectTable from litellm.proxy._types import UserAPIKeyAuth + from litellm.proxy.utils import PrismaClient from litellm.router import Router from litellm.types.utils import LiteLLMBatch @@ -1002,6 +1004,34 @@ async def resolve_output_file_ids_to_unified(response, prisma_client) -> None: pass +async def map_raw_file_ids_to_unified( + raw_file_ids: frozenset[str], prisma_client: "PrismaClient | None" +) -> Mapping[str, str]: + if not raw_file_ids or not prisma_client: + return MappingProxyType({}) + managed_files: Final = await ManagedFileRepository(prisma_client).table.find_many( + where={"flat_model_file_ids": {"hasSome": sorted(raw_file_ids)}} # mutable-ok: prisma where is a plain dict + ) + return MappingProxyType( + { + raw_id: managed_file.unified_file_id + for managed_file in managed_files + for raw_id in managed_file.flat_model_file_ids + if raw_id in raw_file_ids + } + ) + + +def apply_unified_file_ids(response: "LiteLLMBatch", unified_id_by_raw_id: Mapping[str, str]) -> None: + for file_attr, raw_id in ( + ("input_file_id", getattr(response, "input_file_id", None)), + ("output_file_id", getattr(response, "output_file_id", None)), + ("error_file_id", getattr(response, "error_file_id", None)), + ): + if isinstance(raw_id, str) and raw_id in unified_id_by_raw_id: + setattr(response, file_attr, unified_id_by_raw_id[raw_id]) + + async def ensure_batch_response_managed_file_ids( response, managed_files_obj, diff --git a/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py b/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py index fc10a1257e1..e1e5cc6c532 100644 --- a/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py +++ b/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py @@ -1869,15 +1869,12 @@ async def test_list_batches_registers_and_returns_unified_output_file_ids(): input_file_row = MagicMock() input_file_row.unified_file_id = unified_input_file_id + input_file_row.flat_model_file_ids = [raw_input_file_id] - def find_managed_file(where): - if where["flat_model_file_ids"]["has"] == raw_input_file_id: - return input_file_row - return None - - prisma_client.db.litellm_managedfiletable.find_first = AsyncMock( - side_effect=find_managed_file + prisma_client.db.litellm_managedfiletable.find_many = AsyncMock( + return_value=[input_file_row] ) + prisma_client.db.litellm_managedfiletable.find_first = AsyncMock(return_value=None) proxy_managed_files = _PROXY_LiteLLMManagedFiles( DualCache(), prisma_client=prisma_client @@ -1892,6 +1889,13 @@ async def test_list_batches_registers_and_returns_unified_output_file_ids(): assert listed.id == unified_batch_uid assert listed.input_file_id == unified_input_file_id + bulk_lookup = prisma_client.db.litellm_managedfiletable.find_many.await_args + assert set(bulk_lookup.kwargs["where"]["flat_model_file_ids"]["hasSome"]) == { + raw_input_file_id, + raw_output_file_id, + raw_error_file_id, + } + decoded_output = _decode_unified_id(listed.output_file_id) assert decoded_output.startswith("litellm_proxy") assert f"llm_output_file_id,{raw_output_file_id}" in decoded_output @@ -1914,33 +1918,43 @@ async def test_list_batches_registers_and_returns_unified_output_file_ids(): @pytest.mark.asyncio async def test_list_batches_resolves_existing_managed_rows_without_minting(): """When the raw provider file IDs already have managed file rows, listing must - swap in the existing unified IDs and must not upsert duplicate rows.""" + swap in the existing unified IDs via one bulk lookup for the whole page, with + no per-row queries and no duplicate upserts.""" from litellm.proxy._types import UserAPIKeyAuth - unified_batch_uid = _create_unified_batch_id("model-123", "batch-456") - raw_output_file_id = "file-list-out-existing" - existing_unified_output_id = base64.urlsafe_b64encode( - f"litellm_proxy:application/json;unified_id,u-9;llm_output_file_id,{raw_output_file_id}".encode() + unified_input_file_id = base64.urlsafe_b64encode( + b"litellm_proxy:application/octet-stream;unified_id,in-9;target_model_names,gpt-5-batch" ).decode() + raw_output_file_ids = ["file-list-out-existing-1", "file-list-out-existing-2"] + existing_unified_output_ids = [ + base64.urlsafe_b64encode( + f"litellm_proxy:application/json;unified_id,u-{i};llm_output_file_id,{raw_id}".encode() + ).decode() + for i, raw_id in enumerate(raw_output_file_ids) + ] - record = _terminal_batch_record( - unified_batch_uid, "file-list-in-9", raw_output_file_id, "" - ) + records = [ + _terminal_batch_record( + _create_unified_batch_id("model-123", f"batch-{i}"), + unified_input_file_id, + raw_id, + "", + ) + for i, raw_id in enumerate(raw_output_file_ids) + ] prisma_client = AsyncMock() - prisma_client.db.litellm_managedobjecttable.find_many.return_value = [record] + prisma_client.db.litellm_managedobjecttable.find_many.return_value = records - existing_row = MagicMock() - existing_row.unified_file_id = existing_unified_output_id + existing_rows = [ + MagicMock(unified_file_id=unified_id, flat_model_file_ids=[raw_id]) + for raw_id, unified_id in zip(raw_output_file_ids, existing_unified_output_ids) + ] - def find_managed_file(where): - if where["flat_model_file_ids"]["has"] == raw_output_file_id: - return existing_row - return None - - prisma_client.db.litellm_managedfiletable.find_first = AsyncMock( - side_effect=find_managed_file + prisma_client.db.litellm_managedfiletable.find_many = AsyncMock( + return_value=existing_rows ) + prisma_client.db.litellm_managedfiletable.find_first = AsyncMock() proxy_managed_files = _PROXY_LiteLLMManagedFiles( DualCache(), prisma_client=prisma_client @@ -1951,10 +1965,38 @@ async def test_list_batches_resolves_existing_managed_rows_without_minting(): limit=10, ) - assert result["data"][0].output_file_id == existing_unified_output_id + assert [b.output_file_id for b in result["data"]] == existing_unified_output_ids + prisma_client.db.litellm_managedfiletable.find_many.assert_awaited_once() + prisma_client.db.litellm_managedfiletable.find_first.assert_not_awaited() prisma_client.db.litellm_managedfiletable.upsert.assert_not_awaited() +@pytest.mark.asyncio +async def test_list_batches_caps_page_size_at_100(): + """The list page size must be capped at 100 rows (matching OpenAI's limit) + even when the caller asks for more, so one request cannot fan out into an + unbounded scan.""" + from litellm.proxy._types import UserAPIKeyAuth + + prisma_client = AsyncMock() + prisma_client.db.litellm_managedobjecttable.find_many.return_value = [] + + proxy_managed_files = _PROXY_LiteLLMManagedFiles( + DualCache(), prisma_client=prisma_client + ) + + result = await proxy_managed_files.list_user_batches( + user_api_key_dict=UserAPIKeyAuth(user_id="owner-user"), + limit=100000, + ) + + assert ( + prisma_client.db.litellm_managedobjecttable.find_many.await_args.kwargs["take"] + == 101 + ) + assert result["data"] == [] + + @pytest.mark.asyncio async def test_list_batches_from_managed_objects_table_provider_filter_raises_exception(): from litellm.proxy._types import UserAPIKeyAuth From 470ebc208991c0883386bba4a7bd4b9c1d7d2c09 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Thu, 6 Aug 2026 02:27:59 -0700 Subject: [PATCH 025/234] test(batches): cover caller-supplied db row skipping the cancel-path lookup --- ..._batch_update_db_managed_output_file_id.py | 36 +++++++++++++++++++ 1 file changed, 36 insertions(+) diff --git a/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py b/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py index 74139fa9238..1b60c97b510 100644 --- a/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py +++ b/tests/test_litellm/enterprise/proxy/test_batch_update_db_managed_output_file_id.py @@ -127,6 +127,42 @@ async def test_cancel_path_registers_output_file_under_batch_owner(): assert stored["output_file_id"] == unified_id +@pytest.mark.asyncio +async def test_update_batch_skips_lookup_when_db_batch_object_supplied(): + unified_id = "file-bWFuYWdlZF9vdXRwdXRfaWQ=" + caller_row = SimpleNamespace( + created_by="caller-owner", team_id="caller-team", status="in_progress" + ) + decoy_row = SimpleNamespace( + created_by="decoy-owner", team_id="decoy-team", status="in_progress" + ) + response = _build_batch_response( + status="cancelling", + output_file_id="file-raw-output", + hidden_params={"model_id": "my-model", "model_name": "openai/gpt-4o"}, + ) + mock_managed_files = _build_managed_files_mock(unified_id=unified_id) + mock_prisma = _build_prisma_mock(db_batch_object=decoy_row) + + await update_batch_in_database( + batch_id="batch_managed_ids_test", + unified_batch_id="litellm_proxy;model_id:my-model;llm_batch_id:batch_managed_ids_test", + response=response, + managed_files_obj=mock_managed_files, + prisma_client=mock_prisma, + verbose_proxy_logger=MagicMock(), + db_batch_object=caller_row, + operation="retrieve", + ) + + mock_prisma.db.litellm_managedobjecttable.find_first.assert_not_called() + forwarded_auth = mock_managed_files.store_unified_file_id.call_args.kwargs[ + "user_api_key_dict" + ] + assert forwarded_auth.user_id == "caller-owner" + assert forwarded_auth.team_id == "caller-team" + + @pytest.mark.asyncio async def test_update_batch_derives_model_id_from_unified_batch_id(): unified_id = "file-bWFuYWdlZF9vdXRwdXRfaWQ=" From 2c91166d32d5253ae7434c796c2365598c18b8b5 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Thu, 6 Aug 2026 11:39:34 +0000 Subject: [PATCH 026/234] chore: ignore the mechanical lint and typing sweeps in git blame Seven wide-reaching but semantically neutral commits landed since the last entry, together rewriting roughly 162k lines across ~4,700 file touches. Blame on any line they reflowed points at the sweep instead of the commit that wrote the logic. They cover the safe ruff autofix pass, the collections.abc import move, the f-string !s cleanup, lazy log message construction, the LIT010 and LIT011 Final and frozen-parameter rollout, ruff coverage for litellm/types, and the inert type: ignore strip. Smaller ratchet commits are left out on purpose: each touches a few hundred lines at most, so listing them would grow the file faster than it buys back blame accuracy --- .git-blame-ignore-revs | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/.git-blame-ignore-revs b/.git-blame-ignore-revs index 2527239b904..a0943cff53d 100644 --- a/.git-blame-ignore-revs +++ b/.git-blame-ignore-revs @@ -17,3 +17,24 @@ # style: unify ruff format width on 120 (#31518) 48b5a5a0cc5a694a11219416ee0b6eb6e620e74e + +# refactor(imports): move collections.abc names out of typing (#35495) +397e8e4918777e4e60a7f5e88699e0a9a7dabb3d + +# refactor(lint): apply every safe ruff autofix and zero 28 strict-rule budgets (#35495) +b604e2b20c6db2099085a2f0e59b7e99e87eed6f + +# refactor(logging): drop redundant !s conversion flags from f-strings (#35546) +7b2d3440cba3160277470f7a0180098ae9b87864 + +# perf: build log messages lazily so filtered-out log records cost nothing (#35703) +c9887a1f94bc1e7e4bdfe64d640f0509a0bc19dd + +# feat(lint): enforce Final on locals and freeze function parameters (#35807) +2708620d6a599cc73c1950a942d26ac26a7ed3d4 + +# chore(lint): remove litellm/types from the ruff lint exclusion (#35926) +4e32a8bf6a1e1af1e04b67c759841ccef44b2235 + +# chore(lint): strip inert type: ignore comments and zero LIT009/LIT010/LIT011 headroom (#35928) +338e411103ad5d7003e97f34f04fa36bca542dbe From 5a5bb8c9d844870c25684e169960f1571d08e5ce Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Thu, 6 Aug 2026 15:29:39 +0000 Subject: [PATCH 027/234] fix(proxy): stop /{provider}/v1/files from capturing /openai_passthrough The native files and batches routes declare /{provider}/v1/... and their routers are mounted before the passthrough router, so /openai_passthrough/v1/files and /openai_passthrough/v1/batches matched them with provider="openai_passthrough" and 500'd on the LlmProviders lookup instead of reaching openai_proxy_route. Move the dedicated /openai_passthrough prefix onto its own router mounted ahead of the batches and files routers. /openai/... and every other provider prefix keep their current behavior. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .../llm_passthrough_endpoints.py | 3 +- litellm/proxy/proxy_server.py | 2 + .../test_llm_pass_through_endpoints.py | 57 +++++++++++++++++++ 3 files changed, 61 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py b/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py index 38da00a3bb9..baa74c19182 100644 --- a/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py +++ b/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py @@ -60,6 +60,7 @@ from .passthrough_endpoint_router import PassthroughEndpointRouter vertex_llm_base: Final = VertexBase() router: Final = APIRouter() +openai_passthrough_router: Final = APIRouter() default_vertex_config: Final = None passthrough_endpoint_router: Final = PassthroughEndpointRouter() @@ -1875,7 +1876,7 @@ async def vertex_proxy_route( ) -@router.api_route( +@openai_passthrough_router.api_route( "/openai_passthrough/{endpoint:path}", methods=["GET", "POST", "PUT", "DELETE", "PATCH"], tags=["OpenAI Pass-through", "pass-through"], diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index fb9c4e67aad..e75277e7f0a 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -522,6 +522,7 @@ from litellm.proxy.openai_files_endpoints.files_endpoints import ( set_files_config, ) from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import ( + openai_passthrough_router, passthrough_endpoint_router, vertex_ai_live_websocket_passthrough, ) @@ -16433,6 +16434,7 @@ app.include_router(search_router) app.include_router(image_router) app.include_router(fine_tuning_router) app.include_router(credential_router) +app.include_router(openai_passthrough_router) app.include_router(batches_router) app.include_router(openai_files_router) app.include_router(llm_passthrough_router) diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_llm_pass_through_endpoints.py b/tests/test_litellm/proxy/pass_through_endpoints/test_llm_pass_through_endpoints.py index 181846fe289..27d6e4c8585 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_llm_pass_through_endpoints.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_llm_pass_through_endpoints.py @@ -2814,6 +2814,63 @@ class TestOpenAIPassthroughRoute: assert result == {"id": "asst_123", "object": "assistant"} +def _resolve_route_name(method: str, path: str) -> str | None: + from starlette.routing import Match + + from litellm.proxy.proxy_server import app + + scope = { + "type": "http", + "method": method, + "path": path, + "headers": [], + "query_string": b"", + "root_path": "", + } + for route in app.router.routes: + if route.matches(scope)[0] == Match.FULL: + return getattr(route, "name", None) + return None + + +@pytest.mark.parametrize( + "method, path", + [ + ("POST", "/openai_passthrough/v1/files"), + ("GET", "/openai_passthrough/v1/files"), + ("GET", "/openai_passthrough/v1/files/file-abc123"), + ("DELETE", "/openai_passthrough/v1/files/file-abc123"), + ("GET", "/openai_passthrough/v1/files/file-abc123/content"), + ("POST", "/openai_passthrough/v1/batches"), + ("GET", "/openai_passthrough/v1/batches"), + ("GET", "/openai_passthrough/v1/batches/batch_abc123"), + ("POST", "/openai_passthrough/v1/batches/batch_abc123/cancel"), + ("POST", "/openai_passthrough/v1/responses"), + ], +) +def test_openai_passthrough_prefix_wins_over_native_provider_routes(method, path): + """ + /openai_passthrough exists to guarantee passthrough, so the native + /{provider}/v1/files and /{provider}/v1/batches routes must never capture it + with provider="openai_passthrough" (which 500s on the LlmProviders lookup). + """ + assert _resolve_route_name(method, path) == "openai_proxy_route" + + +@pytest.mark.parametrize( + "method, path, expected_name", + [ + ("POST", "/openai/v1/files", "create_file"), + ("GET", "/azure/v1/files", "list_files"), + ("POST", "/v1/files", "create_file"), + ("POST", "/v1/batches", "create_batch"), + ("POST", "/openai/v1/chat/completions", "openai_proxy_route"), + ], +) +def test_native_provider_routes_are_unchanged(method, path, expected_name): + assert _resolve_route_name(method, path) == expected_name + + class TestCursorProxyRoute: """Tests for the Cursor Cloud Agents pass-through route.""" From 357f90fa39d18c9a158a978ebd1ed0fecac6044d Mon Sep 17 00:00:00 2001 From: "devin-ai-integration[bot]" <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Thu, 6 Aug 2026 15:33:40 +0000 Subject: [PATCH 028/234] fix(proxy): scope file list pagination cursors to the caller GET /v1/files filters data down to the caller's own managed files but left first_id and last_id as the upstream page's, so a non-owner got back file ids belonging to other users even with an empty data array --- .../proxy/hooks/managed_files.py | 15 +++ .../proxy/hooks/test_managed_files.py | 100 ++++++++++++++++++ 2 files changed, 115 insertions(+) diff --git a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py index 0036603bcd1..851e202e2fb 100644 --- a/enterprise/litellm_enterprise/proxy/hooks/managed_files.py +++ b/enterprise/litellm_enterprise/proxy/hooks/managed_files.py @@ -1270,10 +1270,25 @@ class _PROXY_LiteLLMManagedFiles(CustomLogger, BaseFileEndpoints): ) ## Filter the response to only include the files created by the user response.data = user_created_file_ids # type: ignore + self._scope_list_page_cursors(response, user_created_file_ids) return response return response return response + @staticmethod + def _scope_list_page_cursors(response: AsyncCursorPage, data: List[OpenAIFileObject]) -> None: + """Rebuild ``first_id`` / ``last_id`` from the caller-scoped page. + + The upstream cursors point at rows that were just filtered out, so + leaving them in place discloses other callers' file ids. + """ + if hasattr(response, "first_id"): + response.first_id = data[0].id if data else None + if hasattr(response, "last_id"): + response.last_id = data[-1].id if data else None + if not data and hasattr(response, "has_more"): + response.has_more = False + async def afile_retrieve( self, file_id: str, litellm_parent_otel_span: Optional[Span], llm_router=None ) -> OpenAIFileObject: diff --git a/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py b/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py index 50af6465d06..3384c553740 100644 --- a/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py +++ b/tests/enterprise/litellm_enterprise/proxy/hooks/test_managed_files.py @@ -2861,3 +2861,103 @@ async def test_same_user_different_keys_can_access_batch(): assert "batch_id" in result2 # Both keys should get the same result assert result1["batch_id"] == result2["batch_id"] + + +@pytest.mark.asyncio +async def test_file_list_cursors_are_scoped_to_the_caller(): + """A non-owner must not learn other callers' file ids through the page cursors.""" + from openai.pagination import AsyncCursorPage + from openai.types import FileObject + + from litellm.proxy._types import UserAPIKeyAuth + + owner_file = FileObject( + id="file-owner-1", + bytes=100, + created_at=1, + filename="owner.jsonl", + object="file", + purpose="batch", + status="processed", + ) + upstream_page = AsyncCursorPage[FileObject].construct( + data=[owner_file], + has_more=True, + first_id=owner_file.id, + last_id=owner_file.id, + object="list", + ) + + prisma_client = AsyncMock() + prisma_client.db.litellm_managedfiletable.find_many.return_value = [] + proxy_managed_files = _PROXY_LiteLLMManagedFiles( + DualCache(), prisma_client=prisma_client + ) + + response = await proxy_managed_files.async_post_call_success_hook( + data={}, + user_api_key_dict=UserAPIKeyAuth( + user_id="other-user", team_id="other-team", parent_otel_span=MagicMock() + ), + response=upstream_page, + ) + + assert response.data == [] + assert response.first_id is None + assert response.last_id is None + assert response.has_more is False + + +@pytest.mark.asyncio +async def test_file_list_cursors_follow_the_owner_scoped_page(): + from openai.pagination import AsyncCursorPage + from openai.types import FileObject + + from litellm.proxy._types import UserAPIKeyAuth + + def _raw_file(file_id: str) -> FileObject: + return FileObject( + id=file_id, + bytes=100, + created_at=1, + filename=f"{file_id}.jsonl", + object="file", + purpose="batch", + status="processed", + ) + + upstream_page = AsyncCursorPage[FileObject].construct( + data=[_raw_file("file-someone-else"), _raw_file("file-mine")], + has_more=False, + first_id="file-someone-else", + last_id="file-mine", + object="list", + ) + + managed_row = MagicMock() + managed_row.file_object = { + "id": "litellm_proxy:mine", + "bytes": 100, + "created_at": 1, + "filename": "mine.jsonl", + "object": "file", + "purpose": "batch", + "status": "processed", + } + prisma_client = AsyncMock() + prisma_client.db.litellm_managedfiletable.find_many.return_value = [managed_row] + proxy_managed_files = _PROXY_LiteLLMManagedFiles( + DualCache(), prisma_client=prisma_client + ) + + response = await proxy_managed_files.async_post_call_success_hook( + data={}, + user_api_key_dict=UserAPIKeyAuth( + user_id="mine-user", parent_otel_span=MagicMock() + ), + response=upstream_page, + ) + + assert [file_object.id for file_object in response.data] == ["litellm_proxy:mine"] + assert response.first_id == "litellm_proxy:mine" + assert response.last_id == "litellm_proxy:mine" From b5823d5894d28130b1a8748c9edea898d4055452 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Thu, 6 Aug 2026 09:49:13 -0700 Subject: [PATCH 029/234] feat(terraform): sync provider 0.3.0 from mirror and cut 0.4.0 The provider's release gate in project-releaser publishes only when the topmost released heading in terraform/provider/CHANGELOG.md moves past the tag the mirror already carries. That heading has been 0.2.2 since 2026-05-13, so every stable release since has correctly decided there was nothing to publish and the registry has gone stale. Two things were blocking a release: 1. The mirror shipped 0.3.0 out-of-band on 2026-07-13 (pricing_base_model, BerriAI/terraform-provider-litellm#47) after the source move, so that code exists only in the mirror. The publish rsyncs monorepo -> mirror with --delete, so publishing without this port would have deleted a released feature from the registry. 2. Nothing here declared a new version. Port #47 verbatim (resource_model.go and resource_model_crud.go are now byte-identical to the mirror's released files), backfill the 0.3.0 changelog entry it shipped under, and cut 0.4.0 covering the changes made here since the source move. 0.3.0 is not reusable as the next version -- the mirror holds that tag and the publish workflow's tag guard rejects it. --- terraform/provider/CHANGELOG.md | 13 ++++++++++++ terraform/provider/docs/resources/model.md | 2 ++ terraform/provider/litellm/resource_model.go | 8 +++++++ .../provider/litellm/resource_model_crud.go | 21 +++++++++++++++++-- 4 files changed, 42 insertions(+), 2 deletions(-) diff --git a/terraform/provider/CHANGELOG.md b/terraform/provider/CHANGELOG.md index 101519c0b08..7c744f04064 100644 --- a/terraform/provider/CHANGELOG.md +++ b/terraform/provider/CHANGELOG.md @@ -7,13 +7,26 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +## [0.4.0] - 2026-08-06 + ### Fixed - **organization**: Send `PATCH` instead of `POST` to `/organization/update` and `/organization/member_update`, matching the methods the LiteLLM proxy serves; organization and organization member updates previously failed with a 405 +- **team_member**: Include `role` in the update payload so a role change on an existing `litellm_team_member` is applied instead of being silently dropped ### Changed - The provider source of truth moved to `terraform/provider/` in [BerriAI/litellm](https://github.com/BerriAI/litellm); this repository is now a release mirror. CI in the monorepo statically audits every endpoint the provider calls against the proxy's OpenAPI schema on every change +- **mcp_server**, **vector_store**: `env` and `litellm_params` are now marked sensitive, so they are redacted from plan/apply output, and they are no longer read back from the API into state — the configured value is authoritative. If the proxy returns values that differ from the configuration, that drift is no longer surfaced on refresh +- Dependency updates: `grpc` and `golang.org/x` modules + +## [0.3.0] - 2026-07-13 + +Released from the mirror repository before the source move was complete; this entry backfills it in the monorepo changelog. + +### Added + +- **model**: Add optional `pricing_base_model` attribute that sets `model_info.base_model` (the cost-map lookup key) independently of routing. Deployments whose routing name differs from the pricing key (for example Azure Data Zone, routed as `azure/gpt-4.1` but priced via `us/gpt-4.1-2025-04-14`) can now be billed correctly without breaking routing. When unset, behavior is unchanged and `base_model` continues to drive both routing and pricing (#47) ## [0.2.2] - 2026-05-13 diff --git a/terraform/provider/docs/resources/model.md b/terraform/provider/docs/resources/model.md index 5a46fe2f073..0409b48b391 100644 --- a/terraform/provider/docs/resources/model.md +++ b/terraform/provider/docs/resources/model.md @@ -118,6 +118,8 @@ The following arguments are supported: * `base_model` - (Required) string. The actual model identifier from the provider (e.g., "gpt-4", "claude-2"). +* `pricing_base_model` - (Optional) string. A pricing key fed to `model_info.base_model` **independently of routing**. When set, `litellm_params.model` still routes via `base_model`, but LiteLLM looks up cost against this key. Useful when the routing/deployment name differs from the cost-map key — e.g. an Azure deployment routed as `azure/gpt-4.1` whose real tier is Data Zone: set `pricing_base_model = "us/gpt-4.1-2025-04-14"` so it is billed at the Data Zone rate. When unset, `base_model` drives pricing as before. + * `litellm_credential_name` - (Optional) string. Name of a LiteLLM credential to use for this model. * `tier` - (Optional) string. The usage tier for this model. Valid values are `"free"` or `"paid"`. Default: `"free"`. diff --git a/terraform/provider/litellm/resource_model.go b/terraform/provider/litellm/resource_model.go index 2858b6e763d..4bad057871d 100644 --- a/terraform/provider/litellm/resource_model.go +++ b/terraform/provider/litellm/resource_model.go @@ -73,6 +73,14 @@ func resourceLiteLLMModel() *schema.Resource { Type: schema.TypeString, Required: true, }, + "pricing_base_model": { + // Optional pricing key fed to model_info.base_model, DECOUPLED + // from routing. When set, litellm_params.model still routes via + // base_model, but cost is looked up against this key (e.g. + // "us/gpt-4.1-2025-04-14" for Azure Data Zone pricing). + Type: schema.TypeString, + Optional: true, + }, "tier": { Type: schema.TypeString, Optional: true, diff --git a/terraform/provider/litellm/resource_model_crud.go b/terraform/provider/litellm/resource_model_crud.go index 40766c8e312..fc5d5b09dd5 100644 --- a/terraform/provider/litellm/resource_model_crud.go +++ b/terraform/provider/litellm/resource_model_crud.go @@ -68,6 +68,14 @@ func createOrUpdateModel(d *schema.ResourceData, m interface{}, isUpdate bool) e baseModel := d.Get("base_model").(string) modelName := fmt.Sprintf("%s/%s", customLLMProvider, baseModel) + // Pricing base_model, decoupled from routing. When pricing_base_model is + // set it feeds model_info.base_model (the cost-lookup key) WITHOUT changing + // the routing string above; otherwise base_model drives pricing as before. + pricingBaseModel := baseModel + if v, ok := d.GetOk("pricing_base_model"); ok && v.(string) != "" { + pricingBaseModel = v.(string) + } + // Generate a UUID for new models modelID := d.Id() if !isUpdate { @@ -240,7 +248,7 @@ func createOrUpdateModel(d *schema.ResourceData, m interface{}, isUpdate bool) e ModelInfo: ModelInfo{ ID: modelID, DBModel: true, - BaseModel: baseModel, + BaseModel: pricingBaseModel, Tier: d.Get("tier").(string), Mode: d.Get("mode").(string), TeamID: d.Get("team_id").(string), @@ -306,7 +314,16 @@ func resourceLiteLLMModelRead(d *schema.ResourceData, m interface{}) error { d.Set("rpm", GetIntValue(modelResp.LiteLLMParams.RPM, d.Get("rpm").(int))) d.Set("model_api_base", GetStringValue(modelResp.LiteLLMParams.APIBase, d.Get("model_api_base").(string))) d.Set("api_version", GetStringValue(modelResp.LiteLLMParams.APIVersion, d.Get("api_version").(string))) - d.Set("base_model", GetStringValue(modelResp.ModelInfo.BaseModel, d.Get("base_model").(string))) + // base_model / pricing_base_model read-back. When pricing_base_model is + // configured, model_info.base_model holds the PRICING key, so recover the + // routing base_model from state (not returned by the API) and read + // pricing_base_model from model_info. + if pbm, ok := d.GetOk("pricing_base_model"); ok && pbm.(string) != "" { + d.Set("base_model", d.Get("base_model").(string)) + d.Set("pricing_base_model", GetStringValue(modelResp.ModelInfo.BaseModel, pbm.(string))) + } else { + d.Set("base_model", GetStringValue(modelResp.ModelInfo.BaseModel, d.Get("base_model").(string))) + } d.Set("tier", GetStringValue(modelResp.ModelInfo.Tier, d.Get("tier").(string))) d.Set("mode", GetStringValue(modelResp.ModelInfo.Mode, d.Get("mode").(string))) d.Set("team_id", GetStringValue(modelResp.ModelInfo.TeamID, d.Get("team_id").(string))) From 845680ed1dc1e2f4b6c4493a00289e2f9422bbf0 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Thu, 6 Aug 2026 10:50:09 -0700 Subject: [PATCH 030/234] test(proxy): unit test batch file id mapping helpers directly --- .../test_common_utils.py | 97 +++++++++++++++++++ 1 file changed, 97 insertions(+) create mode 100644 tests/test_litellm/proxy/openai_files_endpoint/test_common_utils.py diff --git a/tests/test_litellm/proxy/openai_files_endpoint/test_common_utils.py b/tests/test_litellm/proxy/openai_files_endpoint/test_common_utils.py new file mode 100644 index 00000000000..4a021627c3e --- /dev/null +++ b/tests/test_litellm/proxy/openai_files_endpoint/test_common_utils.py @@ -0,0 +1,97 @@ +import os +import sys +from types import MappingProxyType +from unittest.mock import AsyncMock, MagicMock + +import pytest + +sys.path.insert(0, os.path.abspath("../../../..")) + +from litellm.proxy.openai_files_endpoints.common_utils import ( + apply_unified_file_ids, + map_raw_file_ids_to_unified, +) +from litellm.types.utils import LiteLLMBatch + + +def _batch(input_file_id, output_file_id, error_file_id) -> LiteLLMBatch: + return LiteLLMBatch( + id="batch-1", + completion_window="24h", + created_at=1234567890, + endpoint="/v1/chat/completions", + input_file_id=input_file_id, + object="batch", + status="cancelled", + output_file_id=output_file_id, + error_file_id=error_file_id, + ) + + +@pytest.mark.asyncio +async def test_map_raw_file_ids_to_unified_empty_ids_skips_db(): + prisma_client = MagicMock() + + assert await map_raw_file_ids_to_unified(frozenset(), prisma_client) == {} + + prisma_client.db.litellm_managedfiletable.find_many.assert_not_called() + + +@pytest.mark.asyncio +async def test_map_raw_file_ids_to_unified_no_prisma_client_returns_empty(): + assert await map_raw_file_ids_to_unified(frozenset({"file-raw-1"}), None) == {} + + +@pytest.mark.asyncio +async def test_map_raw_file_ids_to_unified_bulk_queries_and_filters_to_requested_ids(): + row_a = MagicMock( + unified_file_id="unified-a", + flat_model_file_ids=["file-raw-a", "file-raw-other"], + ) + row_b = MagicMock(unified_file_id="unified-b", flat_model_file_ids=["file-raw-b"]) + prisma_client = MagicMock() + prisma_client.db.litellm_managedfiletable.find_many = AsyncMock(return_value=[row_a, row_b]) + + mapping = await map_raw_file_ids_to_unified( + frozenset({"file-raw-b", "file-raw-a", "file-raw-missing"}), prisma_client + ) + + prisma_client.db.litellm_managedfiletable.find_many.assert_awaited_once_with( + where={"flat_model_file_ids": {"hasSome": ["file-raw-a", "file-raw-b", "file-raw-missing"]}} + ) + assert dict(mapping) == {"file-raw-a": "unified-a", "file-raw-b": "unified-b"} + + +def test_apply_unified_file_ids_swaps_only_mapped_ids(): + batch = _batch(input_file_id="file-raw-in", output_file_id="file-raw-out", error_file_id=None) + + apply_unified_file_ids(batch, MappingProxyType({"file-raw-out": "unified-out"})) + + assert batch.input_file_id == "file-raw-in" + assert batch.output_file_id == "unified-out" + assert batch.error_file_id is None + + +def test_apply_unified_file_ids_swaps_all_three_ids(): + batch = _batch( + input_file_id="file-raw-in", + output_file_id="file-raw-out", + error_file_id="file-raw-err", + ) + + apply_unified_file_ids( + batch, + MappingProxyType( + { + "file-raw-in": "unified-in", + "file-raw-out": "unified-out", + "file-raw-err": "unified-err", + } + ), + ) + + assert (batch.input_file_id, batch.output_file_id, batch.error_file_id) == ( + "unified-in", + "unified-out", + "unified-err", + ) From 495eb7e7f428a64ebfb9b57004026dc7739dcbc1 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Thu, 6 Aug 2026 11:26:32 -0700 Subject: [PATCH 031/234] test(router): assert the auto-router max_input_chars kwarg PR #35956 added the max_input_chars passthrough to the AutoRouter constructor but left this mock assertion in tests/router_unit_tests unchanged, so test_init_auto_router_deployment_success has been failing on litellm_internal_staging ever since. The passthrough itself is intentional and its behaviour is already covered by TestAutoRouterMaxInputCharsWiring in tests/test_litellm, so only the stale expected kwargs need updating. Assert the shared constant rather than the literal 2000 so tuning the default does not break this test again. --- tests/router_unit_tests/test_router_helper_utils.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tests/router_unit_tests/test_router_helper_utils.py b/tests/router_unit_tests/test_router_helper_utils.py index bcc70fae67c..0655763d41b 100644 --- a/tests/router_unit_tests/test_router_helper_utils.py +++ b/tests/router_unit_tests/test_router_helper_utils.py @@ -15,6 +15,7 @@ from unittest.mock import patch, MagicMock, AsyncMock from create_mock_standard_logging_payload import create_standard_logging_payload from litellm.types.utils import StandardLoggingPayload from litellm.types.router import Deployment, LiteLLM_Params, ModelInfo +from litellm.constants import DEFAULT_AUTO_ROUTER_MAX_INPUT_CHARS @pytest.fixture @@ -1816,6 +1817,7 @@ def test_init_auto_router_deployment_success(mock_auto_router, model_list): default_model="gpt-5-mini", embedding_model="text-embedding-3-small", litellm_router_instance=router, + max_input_chars=DEFAULT_AUTO_ROUTER_MAX_INPUT_CHARS, ) # Verify the auto-router was added to the router's auto_routers dict From b7749f67f172fa21176f6d96991ee2ddbecf0bb6 Mon Sep 17 00:00:00 2001 From: "devin-ai-integration[bot]" <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Thu, 6 Aug 2026 16:27:41 -0700 Subject: [PATCH 032/234] fix(proxy): warn at startup when max_budget is set but no database is connected (#36041) * warn at startup when a proxy-wide budget is set but no DB is connected litellm.max_budget is only enforced via DB-loaded global spend, so a DB-less proxy silently ignores it. Log a one-time startup warning. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * refactor(proxy): inject max_budget into DB-less budget warning Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(proxy): cover DB-less budget warning startup call Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(proxy): pin DB-less budget warning call site Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(proxy): stabilize budget warning call-site pin Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: tin Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- litellm/proxy/proxy_server.py | 17 +++++++ .../proxy/proxy_server/test_lifecycle.py | 49 +++++++++++++++++++ 2 files changed, 66 insertions(+) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 07eaed9fe45..2e24a2d4f3c 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -1111,6 +1111,10 @@ async def proxy_startup_event(app: FastAPI): prisma_client=prisma_client, ) ) + ProxyStartupEvent._warn_budget_without_db( + max_budget=litellm.max_budget, + prisma_client=prisma_client, + ) ### START BATCH WRITING DB + CHECKING NEW MODELS### if prisma_client is not None: @@ -7825,6 +7829,19 @@ def giveup(e): class ProxyStartupEvent: + @staticmethod + def _warn_budget_without_db(max_budget: float | None, prisma_client: PrismaClient | None) -> None: + if prisma_client is not None or not max_budget or max_budget <= 0: + return + + verbose_proxy_logger.warning( + "A proxy-wide budget (litellm.max_budget=%s) is configured but no database is connected, " + "so the budget will NOT be enforced and requests will never be blocked. Set DATABASE_URL or " + "general_settings.database_url and restart. Redis and fail_closed_budget_enforcement do not " + "cover the proxy-wide budget because there is no global spend counter; Redis alone is not a substitute.", + max_budget, + ) + @classmethod def _initialize_startup_logging( cls, diff --git a/tests/test_litellm/proxy/proxy_server/test_lifecycle.py b/tests/test_litellm/proxy/proxy_server/test_lifecycle.py index cf83300ab3b..6ac1e15e7b5 100644 --- a/tests/test_litellm/proxy/proxy_server/test_lifecycle.py +++ b/tests/test_litellm/proxy/proxy_server/test_lifecycle.py @@ -20,6 +20,7 @@ from __future__ import annotations import asyncio import inspect import json +import logging import os from typing import List, Optional, Union from unittest.mock import AsyncMock, MagicMock, patch @@ -31,6 +32,7 @@ from typing_extensions import TypedDict import litellm.proxy.proxy_server as ps from litellm.proxy.proxy_server import ( + ProxyStartupEvent, _initialize_shared_aiohttp_session, _resolve_pydantic_type, _resolve_typed_dict_type, @@ -728,3 +730,50 @@ def test_otel_global_provider_published_after_callback_init(): "preset logger will not exist yet and a second generic logger will own " "the global provider, orphaning gen-ai spans" ) + + +def test_startup_warns_for_global_budget_without_database(caplog): + with caplog.at_level(logging.WARNING, logger="LiteLLM Proxy"): + ProxyStartupEvent._warn_budget_without_db(max_budget=100.0, prisma_client=None) + + assert "litellm.max_budget=100.0" in caplog.text + assert "will NOT be enforced" in caplog.text + assert "requests will never be blocked" in caplog.text + + +def test_startup_does_not_warn_for_global_budget_with_database(caplog): + with caplog.at_level(logging.WARNING, logger="LiteLLM Proxy"): + ProxyStartupEvent._warn_budget_without_db(max_budget=100.0, prisma_client=MagicMock()) + + assert "litellm.max_budget" not in caplog.text + + +@pytest.mark.parametrize("max_budget", [0, None]) +def test_startup_does_not_warn_without_global_budget(caplog, max_budget): + with caplog.at_level(logging.WARNING, logger="LiteLLM Proxy"): + ProxyStartupEvent._warn_budget_without_db(max_budget=max_budget, prisma_client=None) + + assert "litellm.max_budget" not in caplog.text + + +def test_proxy_startup_event_warns_for_global_budget_without_database(): + """Pin the lifespan call that prevents silent DB-less budgets. + + The call must follow Prisma setup so DB-backed deployments do not false-positive. + Direct ``_warn_budget_without_db`` tests cover the warning behavior itself. + """ + wrapped = getattr(proxy_startup_event, "__wrapped__", proxy_startup_event) + source = inspect.getsource(wrapped) + budget_check_pos = source.find("if prisma_client is not None and litellm.max_budget > 0:") + warn_pos = source.find("_warn_budget_without_db(") + next_startup_section_pos = source.find( + "await ProxyStartupEvent.initialize_scheduled_background_jobs(", + budget_check_pos, + ) + + assert budget_check_pos != -1, "global budget startup block not found" + assert warn_pos != -1, "DB-less budget warning call not found" + assert next_startup_section_pos != -1, "startup section after budget block not found" + assert budget_check_pos < warn_pos < next_startup_section_pos, ( + "DB-less budget warning must run after Prisma setup and the DB-backed budget block" + ) From 1d2e8b4c29a74a730b68d71d771048867084952d Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Thu, 6 Aug 2026 17:01:15 -0700 Subject: [PATCH 033/234] bump: litellm-enterprise 0.1.53 -> 0.1.54, litellm-proxy-extras 0.4.83 -> 0.4.84 --- enterprise/pyproject.toml | 4 ++-- litellm-proxy-extras/pyproject.toml | 4 ++-- pyproject.toml | 4 ++-- uv.lock | 6 +++--- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/enterprise/pyproject.toml b/enterprise/pyproject.toml index 5489eba1494..a069bd81eca 100644 --- a/enterprise/pyproject.toml +++ b/enterprise/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "litellm-enterprise" -version = "0.1.53" +version = "0.1.54" description = "Package for LiteLLM Enterprise features" readme = "README.md" requires-python = ">=3.9" @@ -26,7 +26,7 @@ required-version = ">=0.10.9" module-root = "" [tool.commitizen] -version = "0.1.53" +version = "0.1.54" version_files = [ "pyproject.toml:^version", "../pyproject.toml:litellm-enterprise==", diff --git a/litellm-proxy-extras/pyproject.toml b/litellm-proxy-extras/pyproject.toml index beddd899472..fc58ff68b4d 100644 --- a/litellm-proxy-extras/pyproject.toml +++ b/litellm-proxy-extras/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "litellm-proxy-extras" -version = "0.4.83" +version = "0.4.84" description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package." readme = "README.md" requires-python = ">=3.9" @@ -26,7 +26,7 @@ required-version = ">=0.10.9" module-root = "" [tool.commitizen] -version = "0.4.83" +version = "0.4.84" version_files = [ "pyproject.toml:^version", "../pyproject.toml:litellm-proxy-extras==", diff --git a/pyproject.toml b/pyproject.toml index 414b09eb3b4..35fd949c2e0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -66,8 +66,8 @@ proxy = [ "azure-identity>=1.25.2,<2.0", "azure-storage-blob>=12.28.0,<13.0", "mcp>=1.28.1,<2.0", - "litellm-proxy-extras==0.4.83", - "litellm-enterprise==0.1.53", + "litellm-proxy-extras==0.4.84", + "litellm-enterprise==0.1.54", "RestrictedPython>=8.1,<9.0", "rich>=13.9.4,<14.0", "InquirerPy>=0.3.4,<1.0", diff --git a/uv.lock b/uv.lock index 9c2897b5e4f..a42a164e5f0 100644 --- a/uv.lock +++ b/uv.lock @@ -10,7 +10,7 @@ resolution-markers = [ ] [options] -exclude-newer = "2026-08-02T02:14:05.876141Z" +exclude-newer = "2026-08-04T00:00:57.623181Z" exclude-newer-span = "P3D" [manifest] @@ -4583,12 +4583,12 @@ proxy-dev = [ [[package]] name = "litellm-enterprise" -version = "0.1.53" +version = "0.1.54" source = { editable = "enterprise" } [[package]] name = "litellm-proxy-extras" -version = "0.4.83" +version = "0.4.84" source = { editable = "litellm-proxy-extras" } [[package]] From 988ee8b85ddeaaadc98875777e12c380fb3c618a Mon Sep 17 00:00:00 2001 From: yucheng-berri Date: Thu, 6 Aug 2026 17:07:43 -0700 Subject: [PATCH 034/234] fix(proxy): promote caller metadata trace fields into litellm_metadata (#35866) * fix(proxy): promote caller metadata trace fields into litellm_metadata Routes in LITELLM_METADATA_ROUTES keep the caller's metadata as a provider passthrough field and track proxy state in litellm_metadata, which is the dict the logging integrations read. The caller's trace_id, session_id, trace_user_id and trace_metadata therefore never reached any callback on /v1/responses, /v1/messages, /v1/batches or /v1/files, and mask_input / mask_output were dropped with them so a caller asking for redaction had their prompt logged in full. Promote an explicit allow-list of those fields from the requester_metadata snapshot into litellm_metadata, never overwriting a value already set so header-derived ids keep precedence. Trace-mutation controls (existing_trace_id, update_trace_keys) and trace_public are deliberately excluded: langfuse applies them to an arbitrary caller-chosen trace with no ownership check. tags is excluded because per-tag budget enforcement runs earlier, at auth time. This covers providers with a native Responses API config. Providers reaching /v1/responses through the chat-completions bridge need the companion change to get_litellm_params. * ci: retrigger workflows --- litellm/proxy/litellm_pre_call_utils.py | 33 ++++ .../proxy/test_litellm_pre_call_utils.py | 182 +++++++++++++++++- 2 files changed, 214 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py index b00ba35b14e..83ae59ef050 100644 --- a/litellm/proxy/litellm_pre_call_utils.py +++ b/litellm/proxy/litellm_pre_call_utils.py @@ -151,6 +151,20 @@ LITELLM_METADATA_ROUTES: Final = ( "files", ) +LITELLM_TRACE_CONTROL_METADATA_FIELDS: Final = frozenset( + { + "mask_input", + "mask_output", + "session_id", + "trace_id", + "trace_metadata", + "trace_name", + "trace_release", + "trace_user_id", + "trace_version", + } +) + _UNTRUSTED_ROOT_CONTROL_FIELDS: Final = ( "proxy_server_request", "standard_logging_object", @@ -458,6 +472,18 @@ def _get_metadata_variable_name(request: Request) -> str: return "metadata" +def _promoted_trace_control_fields( + requester_metadata: Mapping[str, Any], + litellm_metadata: Mapping[str, Any], +) -> tuple[tuple[str, Any], ...]: + """Return the caller's trace-control fields that ``litellm_metadata`` does not already set.""" + return tuple( + (key, value) + for key, value in requester_metadata.items() + if key in LITELLM_TRACE_CONTROL_METADATA_FIELDS and key not in litellm_metadata + ) + + def _extract_generic_session_id_from_headers( normalized: dict[str, str], ) -> str | None: @@ -1670,6 +1696,13 @@ async def add_litellm_data_to_request( # paths may read from it. if "metadata" in data and isinstance(data["metadata"], dict): data[_metadata_variable_name]["requester_metadata"] = copy.deepcopy(data["metadata"]) + if _metadata_variable_name == "litellm_metadata": + data[_metadata_variable_name].update( + _promoted_trace_control_fields( + requester_metadata=data[_metadata_variable_name]["requester_metadata"], + litellm_metadata=data[_metadata_variable_name], + ) + ) # Merge litellm_metadata into the metadata variable (preserving existing # values). Runs after the user_api_key_* / _pipeline_managed_guardrails diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py index 0e9aac7bf85..6d6fd2e5507 100644 --- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py +++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py @@ -20,6 +20,7 @@ from litellm.proxy.litellm_pre_call_utils import ( _get_dynamic_logging_metadata, _get_enforced_params, _get_metadata_variable_name, + _promoted_trace_control_fields, _resolve_credential_from_model_config, _resolve_provider_from_deployment, _update_model_if_key_alias_exists, @@ -5869,4 +5870,183 @@ async def test_key_level_callback_vars_survive_the_strip(): ) assert updated[TRUSTED_CALLBACK_VARS_FIELD] == {"dd_api_key": "key-dd-key", "dd_site": "us5.datadoghq.com"} - assert updated["dd_site"] == "us5.datadoghq.com" \ No newline at end of file + assert updated["dd_site"] == "us5.datadoghq.com" + + +class TestPromotedTraceControlFields: + """LIT-5137: caller metadata trace fields must reach litellm_metadata.""" + + def _make_request(self, path: str) -> MagicMock: + request = MagicMock(spec=Request) + request.url = MagicMock() + request.url.path = path + request.url.__str__.return_value = f"http://localhost{path}" + request.method = "POST" + request.query_params = {} + request.headers = {"Content-Type": "application/json"} + request.client = MagicMock() + request.client.host = "127.0.0.1" + return request + + async def _run(self, path: str, data: dict, headers: dict | None = None) -> dict: + request = self._make_request(path) + if headers is not None: + request.headers = {"Content-Type": "application/json", **headers} + return await add_litellm_data_to_request( + data=data, + request=request, + user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"), + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + def test_returns_litellm_metadata_for_responses_route(self): + assert _get_metadata_variable_name(self._make_request("/v1/responses")) == "litellm_metadata" + + def test_promotes_trace_prefixed_and_allow_listed_fields(self): + requester_metadata = { + "trace_id": "trace-1", + "trace_name": "name-1", + "trace_user_id": "user-1", + "trace_metadata": {"tenant_id": "tenant-1"}, + "trace_version": "v1", + "trace_release": "r1", + "session_id": "session-1", + "mask_input": True, + "mask_output": True, + } + + promoted = _promoted_trace_control_fields( + requester_metadata=requester_metadata, + litellm_metadata={}, + ) + + assert dict(promoted) == requester_metadata + + def test_does_not_promote_unlisted_trace_prefixed_fields(self): + """trace_public flips a trace to publicly readable, so the allow-list is explicit.""" + promoted = _promoted_trace_control_fields( + requester_metadata={"trace_id": "trace-1", "trace_public": True, "trace_tags": ["a"]}, + litellm_metadata={}, + ) + + assert dict(promoted) == {"trace_id": "trace-1"} + + def test_does_not_promote_non_trace_fields(self): + promoted = _promoted_trace_control_fields( + requester_metadata={ + "trace_id": "trace-1", + "tags": ["free-tier"], + "user_api_key": "forged", + "user_api_key_user_id": "forged-user", + "spend_logs_metadata": {"forged": True}, + "guardrails": ["disabled"], + "debug_langfuse": True, + "session": "not-session-id", + "existing_trace_id": "victim-trace", + "update_trace_keys": ["input", "output"], + }, + litellm_metadata={}, + ) + + assert dict(promoted) == {"trace_id": "trace-1"} + + def test_does_not_promote_trace_mutation_controls(self): + """existing_trace_id + update_trace_keys let a caller overwrite any trace in the project.""" + promoted = _promoted_trace_control_fields( + requester_metadata={ + "trace_id": "trace-1", + "existing_trace_id": "someone-elses-trace", + "update_trace_keys": ["input", "output"], + }, + litellm_metadata={}, + ) + + assert dict(promoted) == {"trace_id": "trace-1"} + + def test_existing_litellm_metadata_value_wins(self): + promoted = _promoted_trace_control_fields( + requester_metadata={"trace_id": "from-body", "session_id": "from-body", "trace_name": "from-body"}, + litellm_metadata={"trace_id": "from-header", "session_id": "from-header"}, + ) + + assert dict(promoted) == {"trace_name": "from-body"} + + def test_empty_requester_metadata_promotes_nothing(self): + assert _promoted_trace_control_fields(requester_metadata={}, litellm_metadata={}) == () + + @pytest.mark.asyncio + async def test_responses_route_end_to_end(self): + caller_metadata = { + "trace_id": "22662678-30c1-41a1-a24b-216d6e5fb83d", + "session_id": "218af06c-28a2-4705-8a0a-5f9970d39326", + "trace_user_id": "user-123", + "trace_metadata": {"tenant_id": "tenant-1"}, + "mask_input": True, + } + + updated = await self._run( + "/v1/responses", + {"model": "gpt-4.1-mini", "input": "say resp", "metadata": copy.deepcopy(caller_metadata)}, + ) + + litellm_metadata = updated["litellm_metadata"] + for key, value in caller_metadata.items(): + assert litellm_metadata[key] == value + assert updated["metadata"] == caller_metadata + + @pytest.mark.asyncio + async def test_messages_route_end_to_end(self): + updated = await self._run( + "/v1/messages", + { + "model": "claude-sonnet-4-5", + "max_tokens": 32, + "messages": [{"role": "user", "content": "hi"}], + "metadata": {"trace_id": "msg-trace-1", "session_id": "msg-session-1"}, + }, + ) + + assert updated["litellm_metadata"]["trace_id"] == "msg-trace-1" + assert updated["litellm_metadata"]["session_id"] == "msg-session-1" + + @pytest.mark.asyncio + async def test_session_id_header_beats_body_metadata(self): + updated = await self._run( + "/v1/responses", + {"model": "gpt-4.1-mini", "input": "say resp", "metadata": {"session_id": "from-body"}}, + headers={"x-litellm-session-id": "from-header-12345678"}, + ) + + assert updated["litellm_metadata"]["session_id"] == "from-header-12345678" + + @pytest.mark.asyncio + async def test_forged_user_api_key_fields_are_not_promoted(self): + updated = await self._run( + "/v1/responses", + { + "model": "gpt-4.1-mini", + "input": "say resp", + "metadata": {"trace_id": "trace-1", "user_api_key_user_id": "forged", "spend_logs_metadata": {"a": 1}}, + }, + ) + + litellm_metadata = updated["litellm_metadata"] + assert litellm_metadata["trace_id"] == "trace-1" + assert litellm_metadata.get("user_api_key_user_id") != "forged" + + @pytest.mark.asyncio + async def test_chat_completions_route_is_untouched(self): + updated = await self._run( + "/v1/chat/completions", + { + "model": "gpt-4.1-mini", + "messages": [{"role": "user", "content": "hello"}], + "metadata": {"trace_id": "trace-1", "session_id": "session-1"}, + }, + ) + + assert "litellm_metadata" not in updated + assert updated["metadata"]["trace_id"] == "trace-1" + assert updated["metadata"]["session_id"] == "session-1" From f4f59ec4c35ff1b22d54e4f5f517f5922d1ea733 Mon Sep 17 00:00:00 2001 From: yucheng-berri Date: Thu, 6 Aug 2026 17:25:52 -0700 Subject: [PATCH 035/234] fix(guardrails): honor configured timeout in Zscaler AI Guard (#36110) The shared `timeout` guardrail param already parsed into LitellmParams, but the Zscaler initializer never forwarded it and _send_request hardcoded a 5 second constant, so a configured value was silently ignored and slow scans failed with `Timeout passed=5` regardless of config. Forward litellm_params.timeout through to the HTTP call, keep 5 seconds as the default, fall back to it for non-positive values, and declare the field on the config model so the dashboard renders it. --- .../zscaler_ai_guard/__init__.py | 1 + .../zscaler_ai_guard/zscaler_ai_guard.py | 30 ++++- .../guardrail_hooks/zscaler_ai_guard.py | 9 ++ .../guardrails_tests/test_zscaler_ai_guard.py | 119 ++++++++++++++++++ 4 files changed, 157 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/__init__.py b/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/__init__.py index 408260d8483..270c28b094e 100644 --- a/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/__init__.py +++ b/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/__init__.py @@ -18,6 +18,7 @@ def initialize_guardrail(litellm_params: "LitellmParams", guardrail: "Guardrail" send_user_api_key_alias=litellm_params.send_user_api_key_alias, send_user_api_key_user_id=litellm_params.send_user_api_key_user_id, send_user_api_key_team_id=litellm_params.send_user_api_key_team_id, + timeout=litellm_params.timeout, guardrail_name=guardrail.get("guardrail_name", ""), event_hook=litellm_params.mode, default_on=litellm_params.default_on, diff --git a/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/zscaler_ai_guard.py b/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/zscaler_ai_guard.py index c5c66988cb4..1aefa38ecf8 100644 --- a/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/zscaler_ai_guard.py +++ b/litellm/proxy/guardrails/guardrail_hooks/zscaler_ai_guard/zscaler_ai_guard.py @@ -22,9 +22,10 @@ from litellm.types.utils import GenericGuardrailAPIInputs if TYPE_CHECKING: from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj + from litellm.types.guardrails import LitellmParams from litellm.types.proxy.guardrails.guardrail_hooks.base import GuardrailConfigModel -GUARDRAIL_TIMEOUT: Final = 5 +DEFAULT_GUARDRAIL_TIMEOUT: Final = 5.0 class ZscalerAIGuard(CustomGuardrail): @@ -43,6 +44,7 @@ class ZscalerAIGuard(CustomGuardrail): send_user_api_key_alias: bool | None = None, send_user_api_key_user_id: bool | None = None, send_user_api_key_team_id: bool | None = None, + timeout: float | None = None, **kwargs, ): kwargs.setdefault("supported_event_hooks", list(self.get_supported_event_hooks())) @@ -68,6 +70,7 @@ class ZscalerAIGuard(CustomGuardrail): if send_user_api_key_team_id is not None else os.getenv("SEND_USER_API_KEY_TEAM_ID", "False").lower() in ("true", "1") ) + self.timeout = self._resolve_timeout(timeout) verbose_proxy_logger.debug( "send_user_api_key_alias: %s, \n send_user_api_key_user_id:%s, \n send_user_api_key_team_id:%s", @@ -80,6 +83,29 @@ class ZscalerAIGuard(CustomGuardrail): verbose_proxy_logger.debug("ZscalerAIGuard Initializing ...") + @staticmethod + def _resolve_timeout(timeout: float | None) -> float: + """ + Resolve the effective per-request timeout, falling back to the default + when it is unset or non-positive. + """ + if timeout is None: + return DEFAULT_GUARDRAIL_TIMEOUT + + if timeout <= 0: + verbose_proxy_logger.warning( + "Ignoring non-positive Zscaler AI Guard timeout %s, using %s seconds", + timeout, + DEFAULT_GUARDRAIL_TIMEOUT, + ) + return DEFAULT_GUARDRAIL_TIMEOUT + + return timeout + + def update_in_memory_litellm_params(self, litellm_params: "LitellmParams") -> None: + super().update_in_memory_litellm_params(litellm_params) + self.timeout = self._resolve_timeout(litellm_params.timeout) + @staticmethod def _resolve_metadata_value(request_data: dict | None, key: str) -> str | None: """ @@ -267,7 +293,7 @@ class ZscalerAIGuard(CustomGuardrail): f"{url}", headers=headers, json=data, - timeout=GUARDRAIL_TIMEOUT, + timeout=self.timeout, ) response.raise_for_status() return response diff --git a/litellm/types/proxy/guardrails/guardrail_hooks/zscaler_ai_guard.py b/litellm/types/proxy/guardrails/guardrail_hooks/zscaler_ai_guard.py index 3991cee8548..37125c4d583 100644 --- a/litellm/types/proxy/guardrails/guardrail_hooks/zscaler_ai_guard.py +++ b/litellm/types/proxy/guardrails/guardrail_hooks/zscaler_ai_guard.py @@ -79,6 +79,15 @@ class ZscalerAIGuardConfigModel(GuardrailConfigModel): json_schema_extra={"ui_type": GuardrailParamUITypes.BOOL}, ) + timeout: float | None = Field( + default=None, + description=( + "Timeout for each Zscaler AI Guard API call, in seconds. Must be positive. " + "Raise it if scans fail under load with 'Connection timed out'. " + "Defaults to 5 seconds." + ), + ) + @model_validator(mode="after") def validate_endpoint_configuration(self) -> "ZscalerAIGuardConfigModel": """ diff --git a/tests/guardrails_tests/test_zscaler_ai_guard.py b/tests/guardrails_tests/test_zscaler_ai_guard.py index 51c86c15dcb..76e498673b0 100644 --- a/tests/guardrails_tests/test_zscaler_ai_guard.py +++ b/tests/guardrails_tests/test_zscaler_ai_guard.py @@ -396,3 +396,122 @@ async def test_apply_guardrail_block_does_not_log_error(mock_api_call): mock_logger.error.assert_not_called() assert exc_info.value.status_code == 400 + + +@pytest.mark.asyncio +async def test_send_request_uses_default_timeout_when_unconfigured(): + """ + Regression: unconfigured guardrails must keep the historical 5s timeout. + """ + guardrail = ZscalerAIGuard(api_key="test_key", policy_id=1) + + assert guardrail.timeout == 5.0 + + with patch( + "litellm.proxy.guardrails.guardrail_hooks.zscaler_ai_guard.zscaler_ai_guard.get_async_httpx_client" + ) as mock_get_client: + mock_client = Mock() + mock_client.post = AsyncMock(return_value=Mock(status_code=200)) + mock_get_client.return_value = mock_client + + await guardrail._send_request("http://example.com", {}, {}) + + assert mock_client.post.call_args.kwargs["timeout"] == 5.0 + + +@pytest.mark.asyncio +async def test_send_request_uses_configured_timeout(): + """ + Regression for LIT-5222: a configured timeout must reach the HTTP call. + + Before the fix _send_request passed a module-level constant, so a slow + upstream failed at 5s with `Timeout passed=5` no matter what was configured. + """ + guardrail = ZscalerAIGuard(api_key="test_key", policy_id=1, timeout=30) + + assert guardrail.timeout == 30 + + with patch( + "litellm.proxy.guardrails.guardrail_hooks.zscaler_ai_guard.zscaler_ai_guard.get_async_httpx_client" + ) as mock_get_client: + mock_client = Mock() + mock_client.post = AsyncMock(return_value=Mock(status_code=200)) + mock_get_client.return_value = mock_client + + await guardrail._send_request("http://example.com", {}, {}) + + assert mock_client.post.call_args.kwargs["timeout"] == 30 + + +def test_initialize_guardrail_forwards_configured_timeout(): + """ + Regression for LIT-5222: the `timeout` key from config.yaml must survive + initialization. It reaches LitellmParams already, but the initializer used + to drop it before it could reach the guardrail instance. + """ + from litellm.proxy.guardrails.guardrail_hooks.zscaler_ai_guard import ( + initialize_guardrail, + ) + from litellm.types.guardrails import LitellmParams + + litellm_params = LitellmParams( + guardrail="zscaler_ai_guard", + mode="pre_call", + api_key="test_key", + api_base="http://example.com", + policy_id=1, + timeout="30", + ) + + guardrail = initialize_guardrail( + litellm_params, {"guardrail_name": "zscaler-configured-timeout"} + ) + + assert guardrail.timeout == 30.0 + + +def test_config_model_exposes_timeout_to_dashboard(): + """ + The dashboard guardrail form is built from get_config_model(), so the field + has to be declared there for the setting to be reachable outside config.yaml. + """ + config_model = ZscalerAIGuard.get_config_model() + + assert config_model is not None + assert "timeout" in config_model.model_fields + + +@pytest.mark.parametrize("bad_timeout", [0, -1]) +def test_non_positive_timeout_falls_back_to_default(bad_timeout): + """ + Regression: httpx rejects a negative timeout and treats 0 as "fail + immediately", so a non-positive value would break every scan instead of + relaxing the limit the operator was trying to raise. + """ + guardrail = ZscalerAIGuard(api_key="test_key", policy_id=1, timeout=bad_timeout) + + assert guardrail.timeout == 5.0 + + +def test_update_in_memory_litellm_params_keeps_timeout_resolved(): + """ + Regression: the base implementation copies every LitellmParams attribute + onto the guardrail, so an unset timeout would overwrite the resolved value + with None and silently fall back to the shared client's 600s default. + """ + from litellm.types.guardrails import LitellmParams + + guardrail = ZscalerAIGuard(api_key="test_key", policy_id=1, timeout=30) + assert guardrail.timeout == 30 + + guardrail.update_in_memory_litellm_params( + LitellmParams(guardrail="zscaler_ai_guard", mode="pre_call", api_key="test_key") + ) + assert guardrail.timeout == 5.0 + + guardrail.update_in_memory_litellm_params( + LitellmParams( + guardrail="zscaler_ai_guard", mode="pre_call", api_key="test_key", timeout=45 + ) + ) + assert guardrail.timeout == 45.0 From f3f72c4574f37ff4403ea08da6cc36cfd39b0500 Mon Sep 17 00:00:00 2001 From: yucheng-berri Date: Thu, 6 Aug 2026 17:32:20 -0700 Subject: [PATCH 036/234] fix(logging): fall back to litellm_metadata when metadata is empty (#36105) get_litellm_params returned metadata=None whenever only litellm_metadata was supplied, which overwrote the fallback function_setup had already applied and left litellm_params["metadata"] empty. On the /v1/responses completion-transformation bridge, used by every provider without a native Responses API config, and on /v1/messages, that discarded the caller's trace fields a second time after the proxy had promoted them. Resolve metadata to a copy of litellm_metadata when metadata is empty, guarding on isinstance because the proxy leaves an unparseable litellm_metadata string in place and a null metadata would otherwise suppress the backfill and break the merge. update_from_kwargs copies rather than aliases for the same reason: on these routes it is handed the caller's provider-bound dict and would otherwise write user_api_key_auth into it. --- .../litellm_core_utils/get_litellm_params.py | 7 ++- litellm/litellm_core_utils/litellm_logging.py | 4 +- .../test_get_litellm_params.py | 53 +++++++++++++++++++ .../test_litellm_logging.py | 20 +++++++ 4 files changed, 80 insertions(+), 4 deletions(-) diff --git a/litellm/litellm_core_utils/get_litellm_params.py b/litellm/litellm_core_utils/get_litellm_params.py index d6433ad3332..f251ab4d74a 100644 --- a/litellm/litellm_core_utils/get_litellm_params.py +++ b/litellm/litellm_core_utils/get_litellm_params.py @@ -115,8 +115,11 @@ def get_litellm_params( litellm_request_debug: bool | None = None, **kwargs, ) -> dict: + _litellm_metadata_dict: Final = litellm_metadata if isinstance(litellm_metadata, dict) else None + resolved_metadata: Final = _litellm_metadata_dict.copy() if not metadata and _litellm_metadata_dict else metadata + # Derive litellm_session_id / litellm_trace_id from metadata when not provided (call chaining) - _meta: Final = metadata or {} + _meta: Final = resolved_metadata or {} if litellm_session_id is None: litellm_session_id = _meta.get("session_id") or _meta.get("trace_id") if litellm_trace_id is None: @@ -139,7 +142,7 @@ def get_litellm_params( "model_alias_map": model_alias_map, "completion_call_id": completion_call_id, "aembedding": aembedding, - "metadata": metadata, + "metadata": resolved_metadata, "model_info": model_info, "proxy_server_request": proxy_server_request, "preset_cache_key": preset_cache_key, diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py index 9475441e214..99721c3ffa2 100644 --- a/litellm/litellm_core_utils/litellm_logging.py +++ b/litellm/litellm_core_utils/litellm_logging.py @@ -585,8 +585,8 @@ class Logging(LiteLLMLoggingBaseClass): """ base_litellm_params: Final[dict[str, Any]] = {} - if "metadata" in kwargs: - base_litellm_params["metadata"] = kwargs["metadata"] + if isinstance(kwargs.get("metadata"), dict): + base_litellm_params["metadata"] = kwargs["metadata"].copy() if "litellm_metadata" in kwargs and isinstance(kwargs["litellm_metadata"], dict): base_litellm_params["litellm_metadata"] = kwargs["litellm_metadata"] if "metadata" not in base_litellm_params: diff --git a/tests/test_litellm/litellm_core_utils/test_get_litellm_params.py b/tests/test_litellm/litellm_core_utils/test_get_litellm_params.py index 55db31efd2c..fb4cb494bee 100644 --- a/tests/test_litellm/litellm_core_utils/test_get_litellm_params.py +++ b/tests/test_litellm/litellm_core_utils/test_get_litellm_params.py @@ -162,3 +162,56 @@ class TestGetLitellmParamsDataResidency: api_base="https://eu.api.openai.com/v1", ) assert result["data_residency"] is None + + +class TestMetadataFallsBackToLitellmMetadata: + def test_metadata_falls_back_to_litellm_metadata_when_absent(self): + result = get_litellm_params(litellm_metadata={"trace_id": "trace-1"}) + assert result["metadata"] == {"trace_id": "trace-1"} + assert result["litellm_metadata"] == {"trace_id": "trace-1"} + + def test_empty_metadata_falls_back_to_litellm_metadata(self): + result = get_litellm_params(metadata={}, litellm_metadata={"trace_id": "trace-1"}) + assert result["metadata"] == {"trace_id": "trace-1"} + + def test_metadata_wins_when_both_present(self): + result = get_litellm_params( + metadata={"trace_id": "from-metadata"}, + litellm_metadata={"trace_id": "from-litellm-metadata"}, + ) + assert result["metadata"] == {"trace_id": "from-metadata"} + + @pytest.mark.parametrize("bad_value", ["not-json-a-string", 12345, ["a"], True]) + def test_non_dict_litellm_metadata_is_ignored(self, bad_value): + result = get_litellm_params(litellm_metadata=bad_value) + assert result["metadata"] is None + + def test_metadata_stays_none_without_litellm_metadata(self): + result = get_litellm_params(api_key="test-key") + assert result["metadata"] is None + + def test_session_and_trace_id_derived_from_litellm_metadata(self): + result = get_litellm_params( + litellm_metadata={"trace_id": "trace-1", "session_id": "session-1"}, + ) + assert result["litellm_session_id"] == "session-1" + assert result["litellm_trace_id"] == "trace-1" + + def test_explicit_session_and_trace_id_are_not_overridden(self): + result = get_litellm_params( + litellm_session_id="explicit-session", + litellm_trace_id="explicit-trace", + litellm_metadata={"trace_id": "trace-1", "session_id": "session-1"}, + ) + assert result["litellm_session_id"] == "explicit-session" + assert result["litellm_trace_id"] == "explicit-trace" + + def test_litellm_metadata_fallback_is_copied_not_aliased(self): + litellm_metadata = {"trace_id": "trace-1"} + + result = get_litellm_params(litellm_metadata=litellm_metadata) + + assert result["metadata"] == litellm_metadata + assert result["metadata"] is not litellm_metadata + result["metadata"].pop("trace_id") + assert litellm_metadata == {"trace_id": "trace-1"} diff --git a/tests/test_litellm/litellm_core_utils/test_litellm_logging.py b/tests/test_litellm/litellm_core_utils/test_litellm_logging.py index a09c45cb141..23e0975cd08 100644 --- a/tests/test_litellm/litellm_core_utils/test_litellm_logging.py +++ b/tests/test_litellm/litellm_core_utils/test_litellm_logging.py @@ -526,6 +526,26 @@ class TestUpdateFromKwargs: ) assert logging_obj.litellm_params["litellm_call_id"] == "call-empty" + @pytest.mark.parametrize("caller_metadata", [None, "not-a-dict", 42]) + def test_non_dict_caller_metadata_does_not_break_the_merge(self, logging_obj, caller_metadata): + logging_obj.update_from_kwargs( + kwargs={"metadata": caller_metadata, "litellm_metadata": {"user_api_key_hash": "hashed"}}, + litellm_params={"metadata": {"user_api_key_hash": "hashed", "litellm_api_version": "1.0"}}, + ) + + assert logging_obj.litellm_params["metadata"]["user_api_key_hash"] == "hashed" + + def test_does_not_mutate_caller_metadata_dict(self, logging_obj): + caller_metadata: dict = {} + + logging_obj.update_from_kwargs( + kwargs={"metadata": caller_metadata, "litellm_metadata": {"user_api_key_hash": "hashed"}}, + litellm_params={"metadata": {"user_api_key_hash": "hashed", "litellm_api_version": "1.0"}}, + ) + + assert caller_metadata == {} + assert logging_obj.litellm_params["metadata"]["user_api_key_hash"] == "hashed" + def test_logging_prevent_double_logging(logging_obj): """ From 210ffe65fea9ad9404352f5fdb48e6067889b3df Mon Sep 17 00:00:00 2001 From: yucheng-berri Date: Thu, 6 Aug 2026 17:41:29 -0700 Subject: [PATCH 037/234] fix(proxy): re-assert the authenticated identity on passthrough requests (#36121) * fix(proxy): re-assert the authenticated identity on passthrough requests The passthrough merges the client's litellm_metadata into the request metadata and then re-asserts only user_api_key and the parent span. Every other identity field the spend and budget pipeline reads stays whatever the request body set, so a body carrying user_api_key_user_id, user_api_key_team_id, user_api_key_org_id or user_api_key_end_user_id charges that user, team, org or end user instead of the caller. Re-assert the whole sanitized identity after the merge, so the client's copy of any of those fields is overwritten by the authenticated key's own values. * test(passthrough): assert no authenticated identity field is client settable The existing regression names seven fields; the re-assertion covers every field get_sanitized_user_information_from_key returns, which is twenty today. Derive the set from the helper so a field added to StandardLoggingUserAPIKeyMetadata is covered without touching the test. Two of the twenty were not covered before, including user_api_key_hash, which is distinct from user_api_key and was client settable. --- .../pass_through_endpoints.py | 3 + .../test_pass_through_unit_tests.py | 117 ++++++++++++++++++ 2 files changed, 120 insertions(+) diff --git a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py index 64e52d252ca..8a526fcd6cb 100644 --- a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py +++ b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py @@ -565,6 +565,9 @@ class HttpPassThroughEndpointHelpers(BasePassthroughUtils): # real parent span. _metadata["user_api_key"] = user_api_key_dict.api_key _metadata["litellm_parent_otel_span"] = user_api_key_dict.parent_otel_span + _metadata.update( + LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict=user_api_key_dict) + ) kwargs: Final = { "litellm_params": { diff --git a/tests/pass_through_unit_tests/test_pass_through_unit_tests.py b/tests/pass_through_unit_tests/test_pass_through_unit_tests.py index 65448c6281e..c263b8ce381 100644 --- a/tests/pass_through_unit_tests/test_pass_through_unit_tests.py +++ b/tests/pass_through_unit_tests/test_pass_through_unit_tests.py @@ -30,6 +30,7 @@ from litellm.proxy.pass_through_endpoints.pass_through_endpoints import ( ) from fastapi import Request from litellm.proxy._types import UserAPIKeyAuth +from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup from litellm.proxy.pass_through_endpoints.pass_through_endpoints import ( _update_metadata_with_tags_in_header, HttpPassThroughEndpointHelpers, @@ -652,3 +653,119 @@ def test_custom_pricing_used_in_cost_calculation(): print(f"Cache-aware cost: {cache_cost}") print("✅ Custom pricing parameters are correctly used in cost calculation") + + +def test_init_kwargs_client_metadata_cannot_spoof_authenticated_identity( + mock_request, mock_user_api_key_dict +): + request = mock_request() + passthrough_payload = PassthroughStandardLoggingPayload( + url="https://test.com", + request_body={}, + ) + authenticated_key = UserAPIKeyAuth( + api_key="test-key", + user_id="test-user", + team_id="test-team", + end_user_id="test-user", + key_alias="real-key", + team_alias="Real Team", + user_email="real@example.com", + org_id="real-org", + ) + + result = HttpPassThroughEndpointHelpers._init_kwargs_for_pass_through_endpoint( + request=request, + user_api_key_dict=authenticated_key, + passthrough_logging_payload=passthrough_payload, + litellm_call_id="test-call-id", + logging_obj=LiteLLMLoggingObj( + model="test-model", + messages=[], + stream=False, + call_type="test-call-type", + start_time=datetime.now(), + litellm_call_id="test-call-id", + function_id="test-function-id", + ), + _parsed_body={ + "litellm_metadata": { + "user_api_key_org_id": "victim-org", + "user_api_key_end_user_id": "victim-end-user", + "user_api_key_user_id": "victim-user", + "user_api_key_team_id": "victim-team", + "user_api_key_team_alias": "Victim Team", + "user_api_key_alias": "victim-key", + "user_api_key_user_email": "victim@example.com", + } + }, + ) + + metadata = result["litellm_params"]["metadata"] + assert metadata["user_api_key_user_id"] == "test-user" + assert metadata["user_api_key_team_id"] == "test-team" + assert metadata["user_api_key_team_alias"] == "Real Team" + assert metadata["user_api_key_alias"] == "real-key" + assert metadata["user_api_key_user_email"] == "real@example.com" + assert metadata["user_api_key_org_id"] == "real-org" + assert metadata["user_api_key_end_user_id"] == "test-user" + + +def test_init_kwargs_no_authenticated_identity_field_is_client_settable( + mock_request, mock_user_api_key_dict +): + authenticated_key = UserAPIKeyAuth( + api_key="test-key", + user_id="test-user", + team_id="test-team", + end_user_id="test-end-user", + key_alias="real-key", + team_alias="Real Team", + user_email="real@example.com", + org_id="real-org", + organization_alias="Real Org", + project_id="real-project", + project_alias="Real Project", + spend=1.5, + max_budget=10.0, + user_spend=2.5, + user_max_budget=20.0, + team_spend=3.5, + team_max_budget=30.0, + metadata={"real": "auth-metadata"}, + ) + expected = dict( + LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key( + user_api_key_dict=authenticated_key + ) + ) + assert len(expected) >= 20 + + spoofed = {key: f"SPOOFED-{key}" for key in expected} + + result = HttpPassThroughEndpointHelpers._init_kwargs_for_pass_through_endpoint( + request=mock_request(), + user_api_key_dict=authenticated_key, + passthrough_logging_payload=PassthroughStandardLoggingPayload( + url="https://test.com", request_body={} + ), + litellm_call_id="test-call-id", + logging_obj=LiteLLMLoggingObj( + model="test-model", + messages=[], + stream=False, + call_type="test-call-type", + start_time=datetime.now(), + litellm_call_id="test-call-id", + function_id="test-function-id", + ), + _parsed_body={"litellm_metadata": dict(spoofed), "metadata": dict(spoofed)}, + ) + + metadata = result["litellm_params"]["metadata"] + survived = { + key: metadata.get(key) + for key in expected + if metadata.get(key) != expected[key] + } + assert survived == {}, f"client-supplied values survived for: {sorted(survived)}" From 7da891a42a7604697f06ddcfe4e12d7e55a79d29 Mon Sep 17 00:00:00 2001 From: tin-berri Date: Thu, 6 Aug 2026 17:47:05 -0700 Subject: [PATCH 038/234] fix(ui): match auto-router preset models against wildcard-expanded model groups (#36111) --- .../add_model/add_auto_router_tab.test.tsx | 62 +++++++- .../src/lib/autorouter_presets.test.ts | 142 ++++++++++++++++++ .../src/lib/autorouter_presets.ts | 36 ++++- 3 files changed, 237 insertions(+), 3 deletions(-) diff --git a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx index 57afdbbd28b..6a5a1e0f159 100644 --- a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx +++ b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx @@ -636,8 +636,11 @@ describe("AddAutoRouterTab", () => { expect(labels).toEqual(["Anthropic Family", "OpenAI Family", "Custom Configuration"]); }); - it("never lets a wildcard deployment satisfy a preset", async () => { - const wildcard = [{ model_name: "openai-wild", litellm_params: { model: "openai/*" } }]; + it.each([ + ["a wildcard group", "openai/*"], + ["a plain group over a wildcard underlying model", "openai-wild"], + ])("never lets %s satisfy a preset when the hub lists no expansions", async (_label, modelName) => { + const wildcard = [{ model_name: modelName, litellm_params: { model: "openai/*" } }]; mockFetchAvailableModels.mockResolvedValue(groupsFor(wildcard)); mockFetchAllModelDeployments.mockResolvedValue(wildcard); @@ -650,4 +653,59 @@ describe("AddAutoRouterTab", () => { expect(isOptionDisabled(optionByLabel("OpenAI Family")!)).toBe(true); }); }); + + describe("wildcard-matched presets", () => { + const WILDCARD_DEPLOYMENTS = [{ model_name: "someprovider/*", litellm_params: { model: "someprovider/*" } }]; + + const expandedGroupFor = (model: string): string => `someprovider/${model}`; + + const EXPANDED_HUB_GROUPS: ModelGroup[] = [ + { model_group: "someprovider/*", mode: "chat" }, + ...[...new Set(getAllPresets().flatMap((preset) => [...getRequiredModelsInPreset(preset)]))].map((model) => ({ + model_group: expandedGroupFor(model), + mode: "chat", + })), + ]; + + it("enables a preset whose models exist only as wildcard-expanded groups, labeling the match", async () => { + mockFetchAvailableModels.mockResolvedValue(EXPANDED_HUB_GROUPS); + mockFetchAllModelDeployments.mockResolvedValue(WILDCARD_DEPLOYMENTS); + + renderWithProviders(); + openTemplateDropdown(); + + await waitFor(() => { + expect(isOptionDisabled(optionByLabel("Anthropic Family")!)).toBe(false); + }); + expect(optionByLabel("Anthropic Family")!.textContent).toContain("Matches your deployments"); + }); + + it("prefills the expanded group names and submits them", async () => { + const user = userEvent.setup(); + mockFetchAvailableModels.mockResolvedValue(EXPANDED_HUB_GROUPS); + mockFetchAllModelDeployments.mockResolvedValue(WILDCARD_DEPLOYMENTS); + + renderWithProviders(); + openTemplateDropdown(); + await waitFor(() => { + expect(isOptionDisabled(optionByLabel("Anthropic Family")!)).toBe(false); + }); + fireEvent.click(optionByLabel("Anthropic Family")!); + + await user.type(screen.getByPlaceholderText(/smart_router/i), "wildcard-router"); + await user.click(screen.getByRole("button", { name: /add auto router/i })); + + await waitFor(() => expect(handleAddAutoRouterSubmit).toHaveBeenCalled()); + expect(vi.mocked(handleAddAutoRouterSubmit).mock.calls.at(-1)?.[0]).toMatchObject({ + complexity_router_config: { + tiers: { + SIMPLE: ANTHROPIC_TIERS.SIMPLE.map(expandedGroupFor), + MEDIUM: ANTHROPIC_TIERS.MEDIUM.map(expandedGroupFor), + COMPLEX: ANTHROPIC_TIERS.COMPLEX.map(expandedGroupFor), + REASONING: ANTHROPIC_TIERS.REASONING.map(expandedGroupFor), + }, + }, + }); + }); + }); }); diff --git a/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts b/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts index 0d965be054b..fca8420966f 100644 --- a/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts +++ b/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts @@ -191,6 +191,148 @@ describe("autorouter_presets", () => { ); }); + describe("wildcard deployment matching (expanded model groups)", () => { + const wildcardDeployment = (pattern: string) => ({ modelGroup: pattern, underlyingModels: [pattern] }); + + const simpleTierConfig = (presetModel: string) => ({ + tiers: { SIMPLE: [presetModel], MEDIUM: [], COMPLEX: [], REASONING: [] }, + classifier_type: "heuristic" as const, + session_affinity: false, + }); + + it("resolves a preset model to a group expanded from a wildcard deployment", () => { + const availability = buildModelAvailability( + ["anthropic/*", "anthropic/claude-opus-5", "bedrock/anthropic.claude-opus-5"], + [wildcardDeployment("anthropic/*")], + ); + const config = simpleTierConfig("claude-opus-5"); + expect(getMissingModels(config, availability)).toEqual([]); + expect(buildPresetPrefill(config, availability).complexityRouterConfig.tiers.SIMPLE).toEqual([ + "anthropic/claude-opus-5", + ]); + }); + + it("normalizes an expanded group's namespaced own name the same way as a deployment's", () => { + const availability = buildModelAvailability( + ["bedrock/*", "bedrock/us.anthropic.claude-sonnet-5"], + [wildcardDeployment("bedrock/*")], + ); + expect(getMissingModels(simpleTierConfig("claude-sonnet-5"), availability)).toEqual([]); + }); + + it("anchors a partial wildcard pattern and treats its dots literally", () => { + const availability = buildModelAvailability( + ["bedrock/us.anthropic.claude-opus-5", "bedrock/usXanthropic.claude-fable-5"], + [wildcardDeployment("bedrock/us.*")], + ); + expect(getMissingModels(simpleTierConfig("claude-opus-5"), availability)).toEqual([]); + expect(getMissingModels(simpleTierConfig("claude-fable-5"), availability)).toEqual(["claude-fable-5"]); + }); + + it.each([ + ["gpt-5.4", "openai/gpt-5.4-mini"], + ["gpt-5.4-mini", "openai/gpt-5.4"], + ["o3", "openai/o3-mini"], + ])("never lets %s be satisfied by the expanded group %s", (presetModel, expandedGroup) => { + const availability = buildModelAvailability(["openai/*", expandedGroup], [wildcardDeployment("openai/*")]); + expect(getMissingModels(simpleTierConfig(presetModel), availability)).toEqual([presetModel]); + }); + + it("anchors the pattern's suffix and keeps middle segments in order", () => { + const availability = buildModelAvailability( + ["bedrock/us.anthropic.claude-opus-5", "bedrock/anthropic.us.claude-sonnet-5"], + [wildcardDeployment("bedrock/*.anthropic.*")], + ); + expect(getMissingModels(simpleTierConfig("claude-opus-5"), availability)).toEqual([]); + expect(getMissingModels(simpleTierConfig("claude-sonnet-5"), availability)).toEqual(["claude-sonnet-5"]); + }); + + it("matches a pathological many-star pattern in linear time instead of backtracking", () => { + const hostile = `prov/a*${"a*".repeat(30)}b`; + const nonMatching = `prov/${"a".repeat(120)}`; + const availability = buildModelAvailability([nonMatching], [wildcardDeployment(hostile)]); + expect(availability.underlyingIndex.size).toBe(0); + }); + + it("expands a bare-star model_name through its underlying wildcard, not as match-all", () => { + const availability = buildModelAvailability( + ["openai/gpt-5.4", "team-a/claude-opus-5"], + [{ modelGroup: "*", underlyingModels: ["openai/*"] }], + ); + expect(getMissingModels(simpleTierConfig("gpt-5.4"), availability)).toEqual([]); + expect(getMissingModels(simpleTierConfig("claude-opus-5"), availability)).toEqual(["claude-opus-5"]); + }); + + it.each([ + ["a bare-star underlying", "*"], + ["a non-wildcard underlying", "openai/gpt-4o"], + ["a slashless wildcard underlying", "gpt*"], + ])("derives no pattern from a bare-star model_name with %s", (_label, underlying) => { + const availability = buildModelAvailability( + ["openai/gpt-5.4"], + [{ modelGroup: "*", underlyingModels: [underlying] }], + ); + expect(availability.underlyingIndex.size).toBe(0); + }); + + it("derives no pattern from a slashless wildcard model_name", () => { + const availability = buildModelAvailability(["gpt-5.4"], [wildcardDeployment("gpt*")]); + expect(availability.underlyingIndex.size).toBe(0); + }); + + it("does not trust a group's name when no wildcard deployment covers it", () => { + const availability = buildModelAvailability( + ["team-a/claude-opus-5", "openai/*"], + [wildcardDeployment("openai/*")], + ); + expect(getMissingModels(simpleTierConfig("claude-opus-5"), availability)).toEqual(["claude-opus-5"]); + }); + + it("never resolves to the wildcard group itself when the hub lists no expansions", () => { + const availability = buildModelAvailability(["openai/*"], [wildcardDeployment("openai/*")]); + expect(getMissingModels(simpleTierConfig("gpt-5.4"), availability)).toEqual(["gpt-5.4"]); + expect(availability.underlyingIndex.size).toBe(0); + }); + + it("applies a wildcard deployment's pattern even when the wildcard group is not itself listed", () => { + const availability = buildModelAvailability(["anthropic/claude-opus-5"], [wildcardDeployment("anthropic/*")]); + expect(getMissingModels(simpleTierConfig("claude-opus-5"), availability)).toEqual([]); + }); + + it("keeps the groups-only availability strict even when expanded groups are listed", () => { + const availability = groupsOnly(["anthropic/*", "anthropic/claude-opus-5"]); + expect(getMissingModels(simpleTierConfig("claude-opus-5"), availability)).toEqual(["claude-opus-5"]); + }); + + it("prefers the alphabetically first covered group when several expansions serve the model", () => { + const availability = buildModelAvailability( + ["bedrock/us.anthropic.claude-opus-5", "anthropic/claude-opus-5", "bedrock/anthropic.claude-opus-5"], + [wildcardDeployment("anthropic/*"), wildcardDeployment("bedrock/*")], + ); + const config = simpleTierConfig("claude-opus-5"); + expect(buildPresetPrefill(config, availability).complexityRouterConfig.tiers.SIMPLE).toEqual([ + "anthropic/claude-opus-5", + ]); + }); + + it.each(getAllPresets().map((preset) => [preset.key, preset] as const))( + "fully resolves the %s preset through wildcard-expanded groups only", + (_key, preset) => { + const required = [...getRequiredModelsInPreset(preset)]; + const expandedGroups = required.map((model) => `someprovider/${model}`); + const availability = buildModelAvailability( + ["someprovider/*", ...expandedGroups], + [wildcardDeployment("someprovider/*")], + ); + expect(getMissingModelsInPreset(preset, availability)).toEqual([]); + const prefilled = buildPresetPrefill(preset.complexity_router_config, availability); + const prefilledModels = Object.values(prefilled.complexityRouterConfig.tiers).flat(); + expect(prefilledModels.length).toBeGreaterThan(0); + for (const model of prefilledModels) expect(expandedGroups).toContain(model); + }, + ); + }); + describe("deploymentRefsFromModelInfo", () => { it("keeps litellm_params.model and model_info.base_model, drops rows with neither or no name", () => { const refs = deploymentRefsFromModelInfo([ diff --git a/ui/litellm-dashboard/src/lib/autorouter_presets.ts b/ui/litellm-dashboard/src/lib/autorouter_presets.ts index 5b6e3dc6f20..ae3f30c90f5 100644 --- a/ui/litellm-dashboard/src/lib/autorouter_presets.ts +++ b/ui/litellm-dashboard/src/lib/autorouter_presets.ts @@ -77,12 +77,30 @@ const normalizeUnderlyingModel = (model: string): string | null => { return stripped.toLowerCase() || null; }; +// A linear glob scan rather than a RegExp: patterns are admin-controlled model_name values, and a +// backtracking regex built from one ("a*a*a*...") can freeze another admin's dashboard. +const matchesWildcard = (pattern: string, name: string): boolean => { + const parts = pattern.split("*"); + if (parts.length === 1) return pattern === name; + const head = parts[0]; + const tail = parts[parts.length - 1]; + if (!name.startsWith(head) || !name.endsWith(tail)) return false; + if (name.length < head.length + tail.length) return false; + const scanEnd = name.length - tail.length; + const scanResult = parts.slice(1, -1).reduce((searchFrom: number, part: string) => { + if (searchFrom < 0) return -1; + const found = name.indexOf(part, searchFrom); + return found === -1 || found + part.length > scanEnd ? -1 : found + part.length; + }, head.length); + return scanResult >= 0; +}; + export const buildModelAvailability = ( modelGroups: Iterable, deployments: readonly DeploymentModelRef[], ): ModelAvailability => { const groups = new Set(modelGroups); - const entries = deployments + const literalEntries = deployments .filter((deployment) => groups.has(deployment.modelGroup)) .flatMap((deployment) => deployment.underlyingModels @@ -90,6 +108,22 @@ export const buildModelAvailability = ( .filter((key): key is string => key !== null) .map((key) => ({ key, modelGroup: deployment.modelGroup })), ); + // Mirrors get_known_models_from_wildcard: a bare "*" model_name expands via its underlying + // wildcard (or not at all), and a wildcard without a "/" expands to nothing. + const wildcardPatterns = Array.from( + new Set( + deployments + .flatMap((deployment) => + deployment.modelGroup === "*" ? deployment.underlyingModels : [deployment.modelGroup], + ) + .filter((pattern) => pattern !== "*" && pattern.includes("*") && pattern.includes("/")), + ), + ); + const wildcardEntries = Array.from(groups) + .filter((group) => !group.includes("*") && wildcardPatterns.some((pattern) => matchesWildcard(pattern, group))) + .map((group) => ({ key: normalizeUnderlyingModel(group), modelGroup: group })) + .filter((entry): entry is { key: string; modelGroup: string } => entry.key !== null); + const entries = [...literalEntries, ...wildcardEntries]; const grouped = new Map>(); for (const entry of entries) { const groupsForKey = grouped.get(entry.key) ?? new Set(); From 1ef019437c071d83a0e5ed573013c4b76347bd5f Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Thu, 6 Aug 2026 18:04:50 -0700 Subject: [PATCH 039/234] chore: rerun ci From 0253154780f81bd19d084eef5a23246097bc8ce5 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Thu, 6 Aug 2026 18:14:26 -0700 Subject: [PATCH 040/234] build(deps-dev): bump js-yaml to 4.3.1 Closes GHSA-5p4m-2wfm-xmqj (CVSS 7.5), flagged by osv-scan against ui/litellm-dashboard/package-lock.json. js-yaml is pinned by an exact npm override, so the override and the lock move together. Dev-only dependency: js-yaml reaches the tree through eslintrc, knip and @redocly/openapi-core, none of which ship in the built dashboard. 4.3.1 published 2026-07-31, clear of the 3-day min-release-age cooldown. --- ui/litellm-dashboard/package-lock.json | 6 +++--- ui/litellm-dashboard/package.json | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/ui/litellm-dashboard/package-lock.json b/ui/litellm-dashboard/package-lock.json index ce7cc9a13db..34dea2a39f5 100644 --- a/ui/litellm-dashboard/package-lock.json +++ b/ui/litellm-dashboard/package-lock.json @@ -8613,9 +8613,9 @@ "license": "MIT" }, "node_modules/js-yaml": { - "version": "4.3.0", - "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.3.0.tgz", - "integrity": "sha512-1td788aAnnZ5qs7V2QIRl1owjtYpbKt749Y3xauqQgwIIGF/xXWz1wMTEBx5O3LK3lXLVuqXPdPxj2BoFHaW9Q==", + "version": "4.3.1", + "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.3.1.tgz", + "integrity": "sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==", "dev": true, "funding": [ { diff --git a/ui/litellm-dashboard/package.json b/ui/litellm-dashboard/package.json index a9ac92cd023..3953b41a2c2 100644 --- a/ui/litellm-dashboard/package.json +++ b/ui/litellm-dashboard/package.json @@ -90,7 +90,7 @@ }, "overrides": { "prismjs": "1.30.0", - "js-yaml": "4.3.0", + "js-yaml": "4.3.1", "brace-expansion": "5.0.9", "glob": "13.0.0", "minimatch": "10.2.4", From 3a81f90ba278d16aa75b15ff580ecd1fd4a0c675 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Thu, 6 Aug 2026 18:44:07 -0700 Subject: [PATCH 041/234] build(deps): bump h2 to 4.4.1 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Closes GHSA-6hr6-w5qg-qmwg (CVSS 5.3), the second finding from the same osv-scan run as the js-yaml bump. Bundled here so the scan goes green in one merge instead of two PRs that each stay red on the other's finding. Re-derived with `uv lock --upgrade-package h2` rather than taking the Dependabot lock wholesale: that keeps the diff to the two packages that actually move (h2, plus hpack 4.2.0 which h2 4.4.1 requires) and leaves the `exclude-newer` snapshot a real timestamp. h2 4.4.1 published 2026-08-03, hpack 4.2.0 on 2026-06-23 — both clear of the 3-day exclude-newer window. --- uv.lock | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/uv.lock b/uv.lock index a42a164e5f0..5ac80a92568 100644 --- a/uv.lock +++ b/uv.lock @@ -10,7 +10,7 @@ resolution-markers = [ ] [options] -exclude-newer = "2026-08-04T00:00:57.623181Z" +exclude-newer = "2026-08-04T01:43:29.894567Z" exclude-newer-span = "P3D" [manifest] @@ -3102,15 +3102,15 @@ wheels = [ [[package]] name = "h2" -version = "4.3.0" +version = "4.4.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "hpack" }, { name = "hyperframe" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/1d/17/afa56379f94ad0fe8defd37d6eb3f89a25404ffc71d4d848893d270325fc/h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1", size = 2152026, upload-time = "2025-08-23T18:12:19.778Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e7/85/7c366e69d84c17bb778fe41419e1fbcce3033d5b7ce29bbffff0a98b859f/h2-4.4.1.tar.gz", hash = "sha256:4e866ffb1a869ae14dd9b5e6beb5c24a13da0495ad72b65925ded182521c1516", size = 2157281, upload-time = "2026-08-03T11:45:09.509Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/69/b2/119f6e6dcbd96f9069ce9a2665e0146588dc9f88f29549711853645e736a/h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd", size = 61779, upload-time = "2025-08-23T18:12:17.779Z" }, + { url = "https://files.pythonhosted.org/packages/7e/22/e85faf23bd72a92d1921e37d674ca56eb298a3c8be31fdecef0ff2b3aaac/h2-4.4.1-py3-none-any.whl", hash = "sha256:0e25f1462b23c9cb82d9eb02e28bc706dac2a68cb457c6a0d74d63c8a2a5d0e6", size = 62636, upload-time = "2026-08-03T11:44:59.164Z" }, ] [[package]] @@ -3239,11 +3239,11 @@ wheels = [ [[package]] name = "hpack" -version = "4.1.0" +version = "4.2.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/2c/48/71de9ed269fdae9c8057e5a4c0aa7402e8bb16f2c6e90b3aa53327b113f8/hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca", size = 51276, upload-time = "2025-01-22T21:44:58.347Z" } +sdist = { url = "https://files.pythonhosted.org/packages/26/5b/fcabf6028144a8723726318b07a32c2f3314acdff6265743cf08a344b18e/hpack-4.2.0.tar.gz", hash = "sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0", size = 51300, upload-time = "2026-06-23T18:34:46.667Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/07/c6/80c95b1b2b94682a72cbdbfb85b81ae2daffa4291fbfa1b1464502ede10d/hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496", size = 34357, upload-time = "2025-01-22T21:44:56.92Z" }, + { url = "https://files.pythonhosted.org/packages/71/b4/4a9fcfb2aef6ba44d9073ecd301443aa00b3dac95de5619f2a7de7ec8a91/hpack-4.2.0-py3-none-any.whl", hash = "sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986", size = 34246, upload-time = "2026-06-23T18:34:45.472Z" }, ] [[package]] From 429a5dc430857735bec2d2a31d26312d68151f4e Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Thu, 6 Aug 2026 18:46:28 -0700 Subject: [PATCH 042/234] fix(ui): allow clearing a key's budget reset from the Edit Key form (#36140) --- .../src/components/TeamSSOSettings.tsx | 2 +- .../budget_duration_dropdown.tsx | 6 +- .../organisms/create_key_button.tsx | 5 +- .../KeyInfoView.handleKeyUpdate.test.tsx | 62 +++++++++++++++++++ .../templates/key_edit_view.test.tsx | 59 ++++++++++++++++++ .../components/templates/key_edit_view.tsx | 6 +- 6 files changed, 135 insertions(+), 5 deletions(-) diff --git a/ui/litellm-dashboard/src/components/TeamSSOSettings.tsx b/ui/litellm-dashboard/src/components/TeamSSOSettings.tsx index f6d0f38e2db..6691ef6abdb 100644 --- a/ui/litellm-dashboard/src/components/TeamSSOSettings.tsx +++ b/ui/litellm-dashboard/src/components/TeamSSOSettings.tsx @@ -236,7 +236,7 @@ const TeamSSOSettings: React.FC = ({ accessToken }) => { editContent={ update("budget_duration", v)} + onChange={(v) => update("budget_duration", v ?? null)} style={{ maxWidth: 320 }} /> } diff --git a/ui/litellm-dashboard/src/components/common_components/budget_duration_dropdown.tsx b/ui/litellm-dashboard/src/components/common_components/budget_duration_dropdown.tsx index aa74bc60aa1..847a6ca1949 100644 --- a/ui/litellm-dashboard/src/components/common_components/budget_duration_dropdown.tsx +++ b/ui/litellm-dashboard/src/components/common_components/budget_duration_dropdown.tsx @@ -5,9 +5,10 @@ const { Option } = Select; interface BudgetDurationDropdownProps { value?: string | null; - onChange?: (value: string) => void; + onChange?: (value: string | undefined) => void; className?: string; style?: React.CSSProperties; + placeholder?: string; } const BudgetDurationDropdown: React.FC = ({ @@ -15,6 +16,7 @@ const BudgetDurationDropdown: React.FC = ({ onChange, className = "", style = {}, + placeholder = "n/a", }) => { return ( ({ - value: name, - label: name, - }))} - /> - + {canViewPolicies && ( + + Policies{" "} + + e.stopPropagation()} + > + + + + + } + name="policies" + className="mt-8" + help="Select existing policies or enter new ones" + > + + Policies{" "} + + e.stopPropagation()} // Prevent accordion from collapsing when clicking link + > + + + + } - options={policiesList.map((name) => ({ value: name, label: name }))} - /> - - - Prompts{" "} - - e.stopPropagation()} // Prevent accordion from collapsing when clicking link - > - - - - - } - name="prompts" - className="mt-4" - help={ - premiumUser - ? "Select existing prompts or enter new ones" - : "Premium feature - Upgrade to set prompts by key" - } - > - ({ value: name, label: name }))} + /> + + )} + {canViewPrompts && ( + + Prompts{" "} + + e.stopPropagation()} // Prevent accordion from collapsing when clicking link + > + + + + + } + name="prompts" + className="mt-4" + help={ + premiumUser + ? "Select existing prompts or enter new ones" + : "Premium feature - Upgrade to set prompts by key" + } + > + ({ getPassThroughEndpointsCall: vi.fn(), })); +const can = vi.fn(); +vi.mock("@/app/(dashboard)/hooks/useCan", () => ({ + default: (...args: unknown[]) => can(...args), +})); + vi.mock("@/components/utils/dataUtils", () => ({ copyToClipboard: vi.fn().mockResolvedValue(true), formatNumberWithCommas: vi.fn((value: number) => value.toLocaleString()), @@ -227,6 +232,7 @@ describe("TeamInfoView", () => { } as any); vi.mocked(useTeamMetadataSchema).mockReturnValue({ data: [], isLoading: false } as any); + can.mockReturnValue(true); vi.mocked(networking.getGuardrailsList).mockResolvedValue({ guardrails: [] }); vi.mocked(networking.getPoliciesList).mockResolvedValue({ policies: [] }); vi.mocked(networking.fetchMCPAccessGroups).mockResolvedValue([]); @@ -631,6 +637,46 @@ describe("TeamInfoView", () => { }); describe("settings and editing", () => { + it("should offer the policies field and load it for a caller with the viewPolicies capability", async () => { + const user = userEvent.setup({ delay: null }); + vi.mocked(networking.teamInfoCall).mockResolvedValue(createMockTeamData()); + + renderWithProviders(); + + await waitFor(() => { + expect(networking.getPoliciesList).toHaveBeenCalled(); + }); + expect(can).toHaveBeenCalledWith("viewPolicies"); + + await user.click(screen.getByRole("tab", { name: "Settings" })); + await user.click(await screen.findByRole("button", { name: /edit settings/i })); + + // `selector` skips the read-only Policies card, which renders the team's own + // policy names from team info and needs no admin list. + await waitFor(() => { + expect(screen.getByText("Policies", { selector: "span" })).toBeInTheDocument(); + }); + }); + + it("should omit the policies field and skip the admin-only list without the capability", async () => { + can.mockReturnValue(false); + const user = userEvent.setup({ delay: null }); + vi.mocked(networking.teamInfoCall).mockResolvedValue(createMockTeamData()); + + renderWithProviders(); + + await user.click(await screen.findByRole("tab", { name: "Settings" })); + await user.click(await screen.findByRole("button", { name: /edit settings/i })); + + // Team Name proves the edit form rendered, so a missing Policies field is a real omission. + await waitFor(() => { + expect(screen.getByLabelText("Team Name")).toBeInTheDocument(); + }); + + expect(networking.getPoliciesList).not.toHaveBeenCalled(); + expect(screen.queryByText("Policies", { selector: "span" })).not.toBeInTheDocument(); + }); + it("should open edit mode when edit button is clicked", async () => { const user = userEvent.setup({ delay: null }); vi.mocked(networking.teamInfoCall).mockResolvedValue(createMockTeamData()); diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index 6c6fdcaedd6..7e0a563259d 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -1,4 +1,5 @@ import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import useCan from "@/app/(dashboard)/hooks/useCan"; import { organizationKeys, useOrganizations } from "@/app/(dashboard)/hooks/organizations/useOrganizations"; import { useQueryClient } from "@tanstack/react-query"; import UserSearchModal from "@/components/common_components/user_search_modal"; @@ -196,6 +197,7 @@ const TeamInfoView: React.FC = ({ const [copiedStates, setCopiedStates] = useState>({}); const { data: guardrailsData, isLoading: isGuardrailsLoading } = useGuardrails(); const globalGuardrailNames = guardrailsData?.globalGuardrailNames ?? new Set(); + const canViewPolicies = useCan("viewPolicies"); const [policiesList, setPoliciesList] = useState([]); const [policyGuardrails, setPolicyGuardrails] = useState>({}); const [loadingPolicies, setLoadingPolicies] = useState(false); @@ -293,8 +295,8 @@ const TeamInfoView: React.FC = ({ } }; - fetchPolicies(); - }, [accessToken]); + if (canViewPolicies) fetchPolicies(); + }, [accessToken, canViewPolicies]); // Fetch resolved guardrails for all policies useEffect(() => { @@ -1284,30 +1286,32 @@ const TeamInfoView: React.FC = ({ - - Policies{" "} - - e.stopPropagation()} - > - - - - - } - name="policies" - > - ({ value: name, label: name }))} + /> + + )} ({ + default: (...args: unknown[]) => can(...args), +})); + vi.mock("../networking", async () => { const actual = await vi.importActual("../networking"); return { @@ -212,6 +220,46 @@ describe("KeyEditView", () => { beforeEach(() => { vi.clearAllMocks(); + can.mockReturnValue(true); + }); + + describe("policy and prompt fields", () => { + const renderAs = (userRole: string) => + renderWithProviders( + {}} + onSubmit={async () => {}} + accessToken="test-token" + userID="user-123" + userRole={userRole} + premiumUser={true} + />, + ); + + it("should render both fields and load prompts for an admin", async () => { + renderAs("Admin"); + + await waitFor(() => { + expect(getPromptsList).toHaveBeenCalledWith("test-token"); + }); + expect(screen.getByText("Prompts", { selector: "label" })).toBeInTheDocument(); + expect(screen.getByText("Policies")).toBeInTheDocument(); + }); + + it("should omit both fields and fire neither admin-only request for an internal user", async () => { + renderAs("Internal User"); + + // Models still loads, so the form really rendered and the fields are absent by gate. + await waitFor(() => { + expect(modelAvailableCall).toHaveBeenCalled(); + }); + + expect(getPromptsList).not.toHaveBeenCalled(); + expect(getPoliciesList).not.toHaveBeenCalled(); + expect(screen.queryByText("Prompts", { selector: "label" })).not.toBeInTheDocument(); + expect(screen.queryByText("Policies")).not.toBeInTheDocument(); + }); }); it("should call onCancel when cancel button is clicked", async () => { diff --git a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx index 2a02cf3edd0..245d7069cd1 100644 --- a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx @@ -7,6 +7,7 @@ import { InfoCircleOutlined } from "@ant-design/icons"; import { TextInput, Button as TremorButton } from "@tremor/react"; import { Form, Input, Select, Switch, Tooltip } from "antd"; import { useEffect, useState } from "react"; +import { hasCapability } from "../../utils/capabilities"; import { rolesWithWriteAccess } from "../../utils/roles"; import AgentSelector from "../agent_management/AgentSelector"; import AccessGroupSelector from "../common_components/AccessGroupSelector"; @@ -83,6 +84,8 @@ export function KeyEditView({ premiumUser = false, }: KeyEditViewProps) { const canEditGuardrails = premiumUser || (userRole != null && rolesWithWriteAccess.includes(userRole)); + const canViewPolicies = hasCapability(userRole, "viewPolicies"); + const canViewPrompts = hasCapability(userRole, "viewPrompts"); const [form] = Form.useForm(); const [promptsList, setPromptsList] = useState([]); const [tagsList, setTagsList] = useState>({}); @@ -148,9 +151,9 @@ export function KeyEditView({ } }; - fetchPrompts(); + if (canViewPrompts) fetchPrompts(); fetchModels(); - }, [userID, userRole, accessToken, team, keyData.team_id]); + }, [userID, userRole, accessToken, team, keyData.team_id, canViewPrompts]); // Sync disabled callbacks with form when component mounts useEffect(() => { @@ -610,27 +613,29 @@ export function KeyEditView({ - - Policies{" "} - - - - - } - name="policies" - > - {accessToken && ( - { - form.setFieldValue("policies", v); - }} - accessToken={accessToken} - disabled={!premiumUser} - /> - )} - + {canViewPolicies && ( + + Policies{" "} + + + + + } + name="policies" + > + {accessToken && ( + { + form.setFieldValue("policies", v); + }} + accessToken={accessToken} + disabled={!premiumUser} + /> + )} + + )} 0 - ? `Current: ${keyData.metadata.prompts.join(", ")}` - : "Select or enter prompts" - } - options={promptsList.map((name) => ({ value: name, label: name }))} - /> - - + {canViewPrompts && ( + + + + + + + + + + + diff --git a/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx b/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx index 98339f6ffc8..8e9dd2fa975 100644 --- a/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx @@ -186,6 +186,42 @@ describe("KeyInfoView", () => { }); }); + it("should render the estimated output token settings from key metadata", async () => { + vi.mocked(useAuthorized).mockReturnValue(baseUseAuthorizedMock); + + const keyData = { + ...MOCK_KEY_DATA, + metadata: { + ...MOCK_KEY_DATA.metadata, + default_estimated_output_tokens: 512, + default_estimated_output_tokens_per_model: { "gpt-4": 4096 }, + }, + }; + renderWithProviders( + {}} keyId={"test-key-id"} onKeyDataUpdate={() => {}} teams={[]} />, + ); + + expect(await screen.findByText("Estimated Output Tokens: 512")).toBeInTheDocument(); + expect(await screen.findByText('Estimated Output Tokens Per Model: {"gpt-4":4096}')).toBeInTheDocument(); + }); + + it("should fall back to Default when no estimated output tokens are configured", async () => { + vi.mocked(useAuthorized).mockReturnValue(baseUseAuthorizedMock); + + renderWithProviders( + {}} + keyId={"test-key-id"} + onKeyDataUpdate={() => {}} + teams={[]} + />, + ); + + expect(await screen.findByText("Estimated Output Tokens: Default")).toBeInTheDocument(); + expect(await screen.findByText("Estimated Output Tokens Per Model: Default")).toBeInTheDocument(); + }); + it("should allow proxy admin to modify key", async () => { vi.mocked(useTeams).mockReturnValue({ teams: [], diff --git a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx index f4803727875..b1ada186bb8 100644 --- a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx @@ -938,6 +938,18 @@ export default function KeyInfoView({ ? JSON.stringify(currentKeyData.metadata.tag_rpm_limit) : "Unlimited"} + + Estimated Output Tokens:{" "} + {currentKeyData.metadata?.default_estimated_output_tokens != null + ? String(currentKeyData.metadata.default_estimated_output_tokens) + : "Default"} + + + Estimated Output Tokens Per Model:{" "} + {currentKeyData.metadata?.default_estimated_output_tokens_per_model + ? JSON.stringify(currentKeyData.metadata.default_estimated_output_tokens_per_model) + : "Default"} +
diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts index be5286899de..fa8731d7a16 100644 --- a/ui/litellm-dashboard/src/lib/http/schema.d.ts +++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts @@ -6786,6 +6786,8 @@ export interface paths { * - budget_fallbacks: Optional[Dict[str, List[str]]] - Per-model fallback chain tried in order when that model's own `model_max_budget` is exceeded, e.g. {"gpt-4o": ["gpt-4o-mini"]}. * - model_rpm_limit: Optional[dict] - key-specific model rpm limit. Example - {"text-davinci-002": 1000, "gpt-3.5-turbo": 1000}. IF null or {} then no model specific rpm limit. * - model_tpm_limit: Optional[dict] - key-specific model tpm limit. Example - {"text-davinci-002": 1000, "gpt-3.5-turbo": 1000}. IF null or {} then no model specific tpm limit. + * - default_estimated_output_tokens: Optional[int] - Proxy admin only. Expected output tokens reserved for TPM limiting when a request omits max_tokens. Positive integer. Falls back to the team setting, then to the built-in estimate. + * - default_estimated_output_tokens_per_model: Optional[dict] - Proxy admin only. Per-model override of the above. Example - {"gpt-4": 4096, "gpt-3.5-turbo": 1024}. Takes precedence over the key-wide value. * - mcp_rpm_limit: Optional[dict] - key-specific per-MCP-server rpm limit, keyed by MCP server name (alias if set, else the configured name). Example - {"github": 100, "slack": 200}. IF null or {} then no MCP-specific rpm limit. * - tag_rpm_limit: Optional[dict] - key-specific per-request-tag rpm limit, keyed by request tag. Example - {"cell-1": 1000, "cell-2": 500}. Each tag gets an independent counter; requests whose tag is absent fall back to the key-level rpm limit. * - tpm_limit_type: Optional[str] - Type of tpm limit. Options: "best_effort_throughput" (no error if we're overallocating tpm), "guaranteed_throughput" (raise an error if we're overallocating tpm), "dynamic" (dynamically exceed limit when no 429 errors). Defaults to "best_effort_throughput". @@ -7093,6 +7095,8 @@ export interface paths { * - budget_fallbacks: Optional[Dict[str, List[str]]] - Per-model fallback chain tried in order when that model's own `model_max_budget` is exceeded, e.g. {"gpt-4o": ["gpt-4o-mini"]}. * - model_rpm_limit: Optional[dict] - key-specific model rpm limit. Example - {"text-davinci-002": 1000, "gpt-3.5-turbo": 1000}. IF null or {} then no model specific rpm limit. * - model_tpm_limit: Optional[dict] - key-specific model tpm limit. Example - {"text-davinci-002": 1000, "gpt-3.5-turbo": 1000}. IF null or {} then no model specific tpm limit. + * - default_estimated_output_tokens: Optional[int] - Proxy admin only. Expected output tokens reserved for TPM limiting when a request omits max_tokens. Positive integer. Falls back to the team setting, then to the built-in estimate. + * - default_estimated_output_tokens_per_model: Optional[dict] - Proxy admin only. Per-model override of the above. Example - {"gpt-4": 4096, "gpt-3.5-turbo": 1024}. Takes precedence over the key-wide value. * - mcp_rpm_limit: Optional[dict] - key-specific per-MCP-server rpm limit, keyed by MCP server name (alias if set, else the configured name). Example - {"github": 100, "slack": 200}. IF null or {} then no MCP-specific rpm limit. * - tpm_limit_type: Optional[str] - TPM rate limit type - "best_effort_throughput", "guaranteed_throughput", or "dynamic" * - rpm_limit_type: Optional[str] - RPM rate limit type - "best_effort_throughput", "guaranteed_throughput", or "dynamic" @@ -7224,6 +7228,8 @@ export interface paths { * - mcp_rpm_limit: Optional[dict] - Per-MCP-server RPM limits, keyed by MCP server name {"github": 100, "slack": 200} * - tag_rpm_limit: Optional[dict] - Per-request-tag RPM limits, keyed by request tag {"cell-1": 1000, "cell-2": 500}. Each tag gets an independent counter; absent tags fall back to the key-level rpm limit. * - model_tpm_limit: Optional[dict] - Model-specific TPM limits {"gpt-4": 100000, "claude-v1": 200000} + * - default_estimated_output_tokens: Optional[int] - Proxy admin only. Expected output tokens reserved for TPM limiting when a request omits max_tokens. Positive integer. + * - default_estimated_output_tokens_per_model: Optional[dict] - Proxy admin only. Per-model override of the above {"gpt-4": 4096, "gpt-3.5-turbo": 1024} * - tpm_limit_type: Optional[str] - TPM rate limit type - "best_effort_throughput", "guaranteed_throughput", or "dynamic" * - rpm_limit_type: Optional[str] - RPM rate limit type - "best_effort_throughput", "guaranteed_throughput", or "dynamic" * - allowed_cache_controls: Optional[list] - List of allowed cache control values @@ -14058,6 +14064,8 @@ export interface paths { * - metadata: Optional[dict] - Metadata for team, store information for team. Example metadata = {"extra_info": "some info"} * - model_rpm_limit: Optional[Dict[str, int]] - The RPM (Requests Per Minute) limit for this team - applied across all keys for this team. * - model_tpm_limit: Optional[Dict[str, int]] - The TPM (Tokens Per Minute) limit for this team - applied across all keys for this team. + * - default_estimated_output_tokens: Optional[int] - Expected output tokens reserved for TPM limiting when a request omits max_tokens, for keys on this team that do not set their own. Positive integer. + * - default_estimated_output_tokens_per_model: Optional[Dict[str, int]] - Per-model override of the above. Example: {"gpt-4": 4096, "gpt-3.5-turbo": 1024} * - mcp_rpm_limit: Optional[Dict[str, int]] - Per-MCP-server RPM limit for this team, keyed by MCP server name (alias if set, else the configured name). Example: {"github": 100, "slack": 200}. Applied across all keys for this team. * - tpm_limit: Optional[int] - The TPM (Tokens Per Minute) limit for this team - all keys with this team_id will have at max this TPM limit * - rpm_limit: Optional[int] - The RPM (Requests Per Minute) limit for this team - all keys associated with this team_id will have at max this RPM limit @@ -14286,6 +14294,8 @@ export interface paths { * - allowed_passthrough_routes: Optional[List[str]] - List of allowed pass through routes for the team. * - model_rpm_limit: Optional[Dict[str, int]] - The RPM (Requests Per Minute) limit per model for this team. Example: {"gpt-4": 100, "gpt-3.5-turbo": 200} * - model_tpm_limit: Optional[Dict[str, int]] - The TPM (Tokens Per Minute) limit per model for this team. Example: {"gpt-4": 10000, "gpt-3.5-turbo": 20000} + * - default_estimated_output_tokens: Optional[int] - Expected output tokens reserved for TPM limiting when a request omits max_tokens, for keys on this team that do not set their own. Positive integer. + * - default_estimated_output_tokens_per_model: Optional[Dict[str, int]] - Per-model override of the above. Example: {"gpt-4": 4096, "gpt-3.5-turbo": 1024} * - mcp_rpm_limit: Optional[Dict[str, int]] - Per-MCP-server RPM limit for this team, keyed by MCP server name (alias if set, else the configured name). Example: {"github": 100, "slack": 200}. Applied across all keys for this team. * Example - update team TPM Limit * - allowed_vector_store_indexes: Optional[List[dict]] - List of allowed vector store indexes for the key. Example - [{"index_name": "my-index", "index_permissions": ["write", "read"]}]. If specified, the key will only be able to use these specific vector store indexes. Create index, using `/v1/indexes` endpoint. @@ -24967,6 +24977,12 @@ export interface components { config: { [key: string]: unknown; } | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Disable Global Guardrails */ disable_global_guardrails?: boolean | null; /** Duration */ @@ -25121,6 +25137,12 @@ export interface components { created_at?: string | null; /** Created By */ created_by?: string | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Disable Global Guardrails */ disable_global_guardrails?: boolean | null; /** Duration */ @@ -29276,6 +29298,12 @@ export interface components { budget_duration?: string | null; /** Budget Limits */ budget_limits?: components["schemas"]["BudgetLimitEntry"][] | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Default Team Member Models */ default_team_member_models?: string[] | null; /** Disable Global Guardrails */ @@ -29557,6 +29585,12 @@ export interface components { created_at?: string | null; /** Created By */ created_by?: string | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Disable Global Guardrails */ disable_global_guardrails?: boolean | null; /** Duration */ @@ -30028,6 +30062,12 @@ export interface components { budget_duration?: string | null; /** Budget Limits */ budget_limits?: components["schemas"]["BudgetLimitEntry"][] | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Default Team Member Models */ default_team_member_models?: string[] | null; /** Disable Global Guardrails */ @@ -31390,6 +31430,12 @@ export interface components { config: { [key: string]: unknown; } | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Disable Global Guardrails */ disable_global_guardrails?: boolean | null; /** Duration */ @@ -33779,6 +33825,12 @@ export interface components { config: { [key: string]: unknown; } | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Disable Global Guardrails */ disable_global_guardrails?: boolean | null; /** Duration */ @@ -34192,6 +34244,12 @@ export interface components { budget_duration?: string | null; /** Budget Limits */ budget_limits?: components["schemas"]["BudgetLimitEntry"][] | null; + /** Default Estimated Output Tokens */ + default_estimated_output_tokens?: number | null; + /** Default Estimated Output Tokens Per Model */ + default_estimated_output_tokens_per_model?: { + [key: string]: number; + } | null; /** Default Team Member Models */ default_team_member_models?: string[] | null; /** Disable Global Guardrails */ From 00da19e4e8afa8119a97ad93a8094ae74884b391 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 14:31:44 -0700 Subject: [PATCH 161/234] refactor(ui): extract entity usage aggregations into their own module Merging staging's flat-cost summary work with the capability gating pushed EntityUsage.tsx to 815 counted lines, over the 800-line eslint cap. Move the four pure top-N/rollup helpers to entityUsageAggregations.ts and pass their inputs explicitly. TopKeyView and TopModelView were mocked to render static text, so nothing asserted which breakdown fed which table. The mocks now surface their rows and a new case pins each table to its own data source. --- .../EntityUsage/EntityUsage.test.tsx | 49 ++++- .../components/EntityUsage/EntityUsage.tsx | 186 ++---------------- .../EntityUsage/entityUsageAggregations.ts | 168 ++++++++++++++++ 3 files changed, 228 insertions(+), 175 deletions(-) create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/entityUsageAggregations.ts diff --git a/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.test.tsx index 11528117f1e..c85a9fb71f6 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.test.tsx @@ -39,11 +39,21 @@ vi.mock("../EndpointUsage/EndpointUsage", () => ({ })); vi.mock("@/components/UsagePage/components/EntityUsage/TopKeyView", () => ({ - default: () =>
Top Keys
, + default: ({ topKeys }: { topKeys: { api_key: string; spend: number }[] }) => ( +
+ Top Keys + {`top-keys:${topKeys.map((row) => `${row.api_key}=${row.spend}`).join("|")}`} +
+ ), })); vi.mock("./TopModelView", () => ({ - default: () =>
Top Models
, + default: ({ topModels }: { topModels: { key: string; spend: number }[] }) => ( +
+ Top Models + {`top-models:${topModels.map((row) => `${row.key}=${row.spend}`).join("|")}`} +
+ ), })); vi.mock("@/components/EntityUsageExport/EntityUsageExportModal", () => ({ @@ -922,4 +932,39 @@ describe("EntityUsage", () => { expect(screen.queryByAltText("zzz-internal logo")).not.toBeInTheDocument(); expect(screen.getByText("z")).toBeInTheDocument(); }); + + it("feeds the key, model and agent tables from their own breakdowns", async () => { + const usageMetrics = { + spend: 30.75, + api_requests: 300, + successful_requests: 290, + failed_requests: 10, + total_tokens: 15000, + prompt_tokens: 9000, + completion_tokens: 6000, + cache_read_input_tokens: 0, + cache_creation_input_tokens: 0, + }; + mockTeamDailyActivityCall.mockResolvedValue({ + ...mockSpendData, + results: [ + { + ...mockSpendData.results[0], + breakdown: { + ...mockSpendData.results[0].breakdown, + model_groups: { "gpt-4o": { metrics: { ...usageMetrics, spend: 70.25 }, metadata: {} } }, + api_keys: { "sk-abc": { metrics: usageMetrics, metadata: { key_alias: "prod-key", team_id: null } } }, + }, + }, + ], + }); + + render(); + + await waitFor(() => { + expect(screen.getByText("top-keys:sk-abc=30.75")).toBeInTheDocument(); + }); + expect(screen.getByText("top-models:gpt-4o=70.25")).toBeInTheDocument(); + expect(screen.getByText(/^top-models:Code Review Agent=/)).toBeInTheDocument(); + }); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.tsx b/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.tsx index 0d1ac58397b..956060fc244 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/EntityUsage.tsx @@ -1,5 +1,12 @@ import useTeams from "@/app/(dashboard)/hooks/useTeams"; import { BarChart, DonutChart } from "@/components/shared/charts"; +import { + getProviderSpend, + getTopAgents, + getTopAPIKeys, + getTopModels, + type ExtendedDailyData, +} from "./entityUsageAggregations"; import { buildCostBreakdownTiles, buildSummaryTiles, hasFlatCost, type SummaryTile } from "./entityUsageSummary"; import { MoneyCell } from "@/components/shared/table_cells"; import { Card as ShadcnCard, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; @@ -42,13 +49,7 @@ import { } from "@/components/networking"; import { Logo } from "@/components/molecules/logo/Logo"; import { usePaginatedDailyActivity } from "../../hooks/usePaginatedDailyActivity"; -import { - BreakdownMetrics, - DailyData, - EntityMetricWithMetadata, - KeyMetricWithMetadata, - TagUsage, -} from "@/components/UsagePage/types"; +import { EntityMetricWithMetadata } from "@/components/UsagePage/types"; import { valueFormatterSpend } from "@/components/UsagePage/utils/value_formatters"; import EndpointUsage from "../EndpointUsage/EndpointUsage"; import ModelViewToggle, { ModelViewType } from "../ModelViewToggle"; @@ -70,10 +71,6 @@ interface EntityMetrics { metadata: Record; } -type ExtendedDailyData = DailyData & { - breakdown: BreakdownMetrics; -}; - interface EntitySpendData { results: ExtendedDailyData[]; metadata: { @@ -180,163 +177,6 @@ const EntityUsage: React.FC = ({ const keyMetrics = processActivityData(spendData, "api_keys", teams || []); const agentMetrics = showAgentBreakdown ? processActivityData(agentSpendData, "entities", teams || []) : {}; - const getTopModels = () => { - const modelSpend: { [key: string]: any } = {}; - spendData.results.forEach((day) => { - Object.entries(day.breakdown[modelBreakdownKey] || {}).forEach(([model, metrics]) => { - if (!modelSpend[model]) { - modelSpend[model] = { - spend: 0, - requests: 0, - successful_requests: 0, - failed_requests: 0, - tokens: 0, - }; - } - try { - modelSpend[model].spend += metrics.metrics.spend; - } catch (e) { - console.error(`Error adding spend for ${model}: ${e}, got metrics: ${JSON.stringify(metrics)}`); - } - modelSpend[model].requests += metrics.metrics.api_requests; - modelSpend[model].successful_requests += metrics.metrics.successful_requests; - modelSpend[model].failed_requests += metrics.metrics.failed_requests; - modelSpend[model].tokens += metrics.metrics.total_tokens; - }); - }); - - return Object.entries(modelSpend) - .map(([model, metrics]) => ({ - key: model, - ...metrics, - })) - .sort((a, b) => b.spend - a.spend) - .slice(0, topModelsLimit); - }; - - const getTopAgents = () => { - const agentSpend: { [key: string]: any } = {}; - agentSpendData.results.forEach((day) => { - Object.entries(day.breakdown.entities || {}).forEach(([agentId, data]) => { - if (!agentSpend[agentId]) { - agentSpend[agentId] = { - spend: 0, - requests: 0, - successful_requests: 0, - failed_requests: 0, - tokens: 0, - agent_name: (data.metadata as any)?.agent_name || agentId, - }; - } - agentSpend[agentId].spend += data.metrics.spend; - agentSpend[agentId].requests += data.metrics.api_requests; - agentSpend[agentId].successful_requests += data.metrics.successful_requests; - agentSpend[agentId].failed_requests += data.metrics.failed_requests; - agentSpend[agentId].tokens += data.metrics.total_tokens; - }); - }); - - return Object.entries(agentSpend) - .map(([agentId, metrics]) => ({ - key: metrics.agent_name, - ...metrics, - })) - .sort((a, b) => b.spend - a.spend) - .slice(0, topAgentsLimit); - }; - - const getTopAPIKeys = () => { - const keySpend: { [key: string]: KeyMetricWithMetadata } = {}; - spendData.results.forEach((day) => { - const { breakdown } = day; - const { entities } = breakdown; - const tagDictionary = Object.keys(entities).reduce((acc: { [key: string]: TagUsage[] }, entity) => { - const { api_key_breakdown } = entities[entity]; - Object.keys(api_key_breakdown).forEach((key) => { - const tagUsage = { tag: entity, usage: api_key_breakdown[key].metrics.spend }; - if (acc[key]) { - acc[key].push(tagUsage); - } else { - acc[key] = [tagUsage]; - } - }); - return acc; - }, {}); - Object.entries(day.breakdown.api_keys || {}).forEach(([key, metrics]) => { - if (!keySpend[key]) { - keySpend[key] = { - metrics: { - spend: 0, - prompt_tokens: 0, - completion_tokens: 0, - total_tokens: 0, - api_requests: 0, - successful_requests: 0, - failed_requests: 0, - cache_read_input_tokens: 0, - cache_creation_input_tokens: 0, - }, - metadata: { - key_alias: metrics.metadata.key_alias, - team_id: metrics.metadata.team_id || null, - tags: tagDictionary[key] || [], - }, - }; - } - keySpend[key].metrics.spend += metrics.metrics.spend; - keySpend[key].metrics.prompt_tokens += metrics.metrics.prompt_tokens; - keySpend[key].metrics.completion_tokens += metrics.metrics.completion_tokens; - keySpend[key].metrics.total_tokens += metrics.metrics.total_tokens; - keySpend[key].metrics.api_requests += metrics.metrics.api_requests; - keySpend[key].metrics.successful_requests += metrics.metrics.successful_requests; - keySpend[key].metrics.failed_requests += metrics.metrics.failed_requests; - keySpend[key].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0; - keySpend[key].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0; - }); - }); - - return Object.entries(keySpend) - .map(([api_key, metrics]) => ({ - api_key, - key_alias: metrics.metadata.key_alias || "-", // Using truncated key as alias - tags: metrics.metadata.tags || "-", - spend: metrics.metrics.spend, - })) - .sort((a, b) => b.spend - a.spend) - .slice(0, topKeysLimit); - }; - - const getProviderSpend = () => { - const providerSpend: { [key: string]: any } = {}; - spendData.results.forEach((day) => { - Object.entries(day.breakdown.providers || {}).forEach(([provider, metrics]) => { - if (!providerSpend[provider]) { - providerSpend[provider] = { - provider, - spend: 0, - requests: 0, - successful_requests: 0, - failed_requests: 0, - tokens: 0, - }; - } - try { - providerSpend[provider].spend += metrics.metrics.spend; - providerSpend[provider].requests += metrics.metrics.api_requests; - providerSpend[provider].successful_requests += metrics.metrics.successful_requests; - providerSpend[provider].failed_requests += metrics.metrics.failed_requests; - providerSpend[provider].tokens += metrics.metrics.total_tokens; - } catch (e) { - console.error(`Error processing provider ${provider}: ${e}`); - } - }); - }); - - return Object.values(providerSpend) - .filter((provider) => provider.spend > 0) - .sort((a, b) => b.spend - a.spend); - }; - const getAllTags = () => { if (entityList) { return entityList; @@ -633,7 +473,7 @@ const EntityUsage: React.FC = ({ Top Virtual Keys = ({
@@ -662,7 +502,7 @@ const EntityUsage: React.FC = ({ Top Agents Driving Spend @@ -679,7 +519,7 @@ const EntityUsage: React.FC = ({ `$${formatNumberWithCommas(value, 2)}`} @@ -701,7 +541,7 @@ const EntityUsage: React.FC = ({ - {getProviderSpend().map((provider) => ( + {getProviderSpend(spendData.results).map((provider) => (
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/entityUsageAggregations.ts b/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/entityUsageAggregations.ts new file mode 100644 index 00000000000..fc72b66f974 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/usage/_components/components/EntityUsage/entityUsageAggregations.ts @@ -0,0 +1,168 @@ +import { BreakdownMetrics, DailyData, KeyMetricWithMetadata, TagUsage } from "@/components/UsagePage/types"; + +export type ExtendedDailyData = DailyData & { + breakdown: BreakdownMetrics; +}; + +export type ModelBreakdownKey = "models" | "model_groups"; + +export const getTopModels = ( + results: ExtendedDailyData[], + modelBreakdownKey: ModelBreakdownKey, + topModelsLimit: number, +) => { + const modelSpend: { [key: string]: any } = {}; + results.forEach((day) => { + Object.entries(day.breakdown[modelBreakdownKey] || {}).forEach(([model, metrics]) => { + if (!modelSpend[model]) { + modelSpend[model] = { + spend: 0, + requests: 0, + successful_requests: 0, + failed_requests: 0, + tokens: 0, + }; + } + try { + modelSpend[model].spend += metrics.metrics.spend; + } catch (e) { + console.error(`Error adding spend for ${model}: ${e}, got metrics: ${JSON.stringify(metrics)}`); + } + modelSpend[model].requests += metrics.metrics.api_requests; + modelSpend[model].successful_requests += metrics.metrics.successful_requests; + modelSpend[model].failed_requests += metrics.metrics.failed_requests; + modelSpend[model].tokens += metrics.metrics.total_tokens; + }); + }); + + return Object.entries(modelSpend) + .map(([model, metrics]) => ({ + key: model, + ...metrics, + })) + .sort((a, b) => b.spend - a.spend) + .slice(0, topModelsLimit); +}; + +export const getTopAgents = (results: ExtendedDailyData[], topAgentsLimit: number) => { + const agentSpend: { [key: string]: any } = {}; + results.forEach((day) => { + Object.entries(day.breakdown.entities || {}).forEach(([agentId, data]) => { + if (!agentSpend[agentId]) { + agentSpend[agentId] = { + spend: 0, + requests: 0, + successful_requests: 0, + failed_requests: 0, + tokens: 0, + agent_name: (data.metadata as any)?.agent_name || agentId, + }; + } + agentSpend[agentId].spend += data.metrics.spend; + agentSpend[agentId].requests += data.metrics.api_requests; + agentSpend[agentId].successful_requests += data.metrics.successful_requests; + agentSpend[agentId].failed_requests += data.metrics.failed_requests; + agentSpend[agentId].tokens += data.metrics.total_tokens; + }); + }); + + return Object.entries(agentSpend) + .map(([agentId, metrics]) => ({ + key: metrics.agent_name, + ...metrics, + })) + .sort((a, b) => b.spend - a.spend) + .slice(0, topAgentsLimit); +}; + +export const getTopAPIKeys = (results: ExtendedDailyData[], topKeysLimit: number) => { + const keySpend: { [key: string]: KeyMetricWithMetadata } = {}; + results.forEach((day) => { + const { breakdown } = day; + const { entities } = breakdown; + const tagDictionary = Object.keys(entities).reduce((acc: { [key: string]: TagUsage[] }, entity) => { + const { api_key_breakdown } = entities[entity]; + Object.keys(api_key_breakdown).forEach((key) => { + const tagUsage = { tag: entity, usage: api_key_breakdown[key].metrics.spend }; + if (acc[key]) { + acc[key].push(tagUsage); + } else { + acc[key] = [tagUsage]; + } + }); + return acc; + }, {}); + Object.entries(day.breakdown.api_keys || {}).forEach(([key, metrics]) => { + if (!keySpend[key]) { + keySpend[key] = { + metrics: { + spend: 0, + prompt_tokens: 0, + completion_tokens: 0, + total_tokens: 0, + api_requests: 0, + successful_requests: 0, + failed_requests: 0, + cache_read_input_tokens: 0, + cache_creation_input_tokens: 0, + }, + metadata: { + key_alias: metrics.metadata.key_alias, + team_id: metrics.metadata.team_id || null, + tags: tagDictionary[key] || [], + }, + }; + } + keySpend[key].metrics.spend += metrics.metrics.spend; + keySpend[key].metrics.prompt_tokens += metrics.metrics.prompt_tokens; + keySpend[key].metrics.completion_tokens += metrics.metrics.completion_tokens; + keySpend[key].metrics.total_tokens += metrics.metrics.total_tokens; + keySpend[key].metrics.api_requests += metrics.metrics.api_requests; + keySpend[key].metrics.successful_requests += metrics.metrics.successful_requests; + keySpend[key].metrics.failed_requests += metrics.metrics.failed_requests; + keySpend[key].metrics.cache_read_input_tokens += metrics.metrics.cache_read_input_tokens || 0; + keySpend[key].metrics.cache_creation_input_tokens += metrics.metrics.cache_creation_input_tokens || 0; + }); + }); + + return Object.entries(keySpend) + .map(([api_key, metrics]) => ({ + api_key, + key_alias: metrics.metadata.key_alias || "-", // Using truncated key as alias + tags: metrics.metadata.tags || "-", + spend: metrics.metrics.spend, + })) + .sort((a, b) => b.spend - a.spend) + .slice(0, topKeysLimit); +}; + +export const getProviderSpend = (results: ExtendedDailyData[]) => { + const providerSpend: { [key: string]: any } = {}; + results.forEach((day) => { + Object.entries(day.breakdown.providers || {}).forEach(([provider, metrics]) => { + if (!providerSpend[provider]) { + providerSpend[provider] = { + provider, + spend: 0, + requests: 0, + successful_requests: 0, + failed_requests: 0, + tokens: 0, + }; + } + try { + providerSpend[provider].spend += metrics.metrics.spend; + providerSpend[provider].requests += metrics.metrics.api_requests; + providerSpend[provider].successful_requests += metrics.metrics.successful_requests; + providerSpend[provider].failed_requests += metrics.metrics.failed_requests; + providerSpend[provider].tokens += metrics.metrics.total_tokens; + } catch (e) { + console.error(`Error processing provider ${provider}: ${e}`); + } + }); + }); + + return Object.values(providerSpend) + .filter((provider) => provider.spend > 0) + .sort((a, b) => b.spend - a.spend); +}; From ade5a425e8bb3ab60858d35f2c473a0b1d830b93 Mon Sep 17 00:00:00 2001 From: yucheng-berri Date: Mon, 10 Aug 2026 14:37:09 -0700 Subject: [PATCH 162/234] fix(proxy): isolate guardrail load failures per row (#36432) * fix(proxy): isolate guardrail load failures per row One DB guardrail row that fails to initialize aborted the whole _init_guardrails_in_db loop, so a single typo'd guardrail type or a missing required param left the proxy running with zero DB guardrails registered and requests that should have been blocked reaching the provider. Catch per row around sync_guardrail_from_db, log the guardrail name, id and error, and continue with the remaining rows. The failing row's id is still added to db_guardrail_ids before the attempt so reconcile_db_guardrails cannot mistake a live row for a deleted one. * test(proxy): drop inline note and record reconcile via a handler double Replaces the patched bound method with an InMemoryGuardrailHandler subclass that records what reconcile_db_guardrails received, so the test injects a double instead of swapping a method on a live object. --- litellm/proxy/proxy_server.py | 16 ++++- .../proxy/proxy_server/test_proxy_config.py | 64 +++++++++++++++++++ 2 files changed, 77 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 3a4896dca9e..bc980934f9f 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -6860,9 +6860,19 @@ class ProxyConfig: guardrail_id = guardrail.get("guardrail_id") if guardrail_id: db_guardrail_ids.add(guardrail_id) - IN_MEMORY_GUARDRAIL_HANDLER.sync_guardrail_from_db( - guardrail=cast(Guardrail, guardrail), - ) + try: + IN_MEMORY_GUARDRAIL_HANDLER.sync_guardrail_from_db( + guardrail=cast(Guardrail, guardrail), + ) + except Exception as e: # noqa: BLE001 # one unloadable row must not stop the remaining guardrails + verbose_proxy_logger.error( + "litellm.proxy.proxy_server.py::ProxyConfig:_init_guardrails_in_db - " + "skipping guardrail '%s' (ID: %s): %s: %s", + guardrail.get("guardrail_name"), + guardrail_id, + type(e).__name__, + e, + ) # Drop in-memory DB-backed entries whose row was deleted on another # pod. Config-loaded entries are never touched. diff --git a/tests/test_litellm/proxy/proxy_server/test_proxy_config.py b/tests/test_litellm/proxy/proxy_server/test_proxy_config.py index 91a7e1bc2c2..f70be17eb95 100644 --- a/tests/test_litellm/proxy/proxy_server/test_proxy_config.py +++ b/tests/test_litellm/proxy/proxy_server/test_proxy_config.py @@ -2639,3 +2639,67 @@ async def test_ProxyConfig__init_non_llm_configs_empty_agents_key_clears_remembe assert clean_agent_registry.config_agents == () clean_agent_registry.load_agents_from_db_and_config(db_agents=None) assert clean_agent_registry.get_agent_list() == () + + +# --------------------------------------------------------------------------- +# _init_guardrails_in_db +# --------------------------------------------------------------------------- + + +def _db_guardrail_row(guardrail_id: str, guardrail_type: str) -> dict[str, object]: + return { + "guardrail_id": guardrail_id, + "guardrail_name": f"name-{guardrail_id}", + "litellm_params": {"guardrail": guardrail_type, "mode": "pre_call"}, + "guardrail_info": None, + "team_id": None, + } + + +@pytest.mark.asyncio +async def test_ProxyConfig__init_guardrails_in_db_skips_only_the_unloadable_row(monkeypatch): + """ + A single DB row that fails to initialize used to abort the whole loop, so one + typo'd guardrail type left the proxy running with zero guardrails loaded. + + The failing row's id must still reach reconcile_db_guardrails so that eviction + pass cannot treat a row that is alive in the DB as one that was deleted. + """ + from litellm.integrations.custom_guardrail import CustomGuardrail + from litellm.proxy.guardrails import guardrail_registry as registry_module + from litellm.types.guardrails import Guardrail, GuardrailEventHooks, LitellmParams + + class _RecordingHandler(registry_module.InMemoryGuardrailHandler): + def __init__(self) -> None: + super().__init__() + self.reconciled_with: list[set[str]] = [] + + def reconcile_db_guardrails(self, db_guardrail_ids: set[str]) -> list[str]: + self.reconciled_with.append(set(db_guardrail_ids)) + return super().reconcile_db_guardrails(db_guardrail_ids) + + handler = _RecordingHandler() + monkeypatch.setattr(registry_module, "IN_MEMORY_GUARDRAIL_HANDLER", handler) + + def _initializer(litellm_params: LitellmParams, guardrail: Guardrail) -> CustomGuardrail: + return CustomGuardrail( + guardrail_name=guardrail["guardrail_name"], + event_hook=GuardrailEventHooks.pre_call, + default_on=False, + ) + + monkeypatch.setitem(registry_module.guardrail_initializer_registry, "lit5367_ok", _initializer) + + prisma_client = MagicMock() + prisma_client.db.litellm_guardrailstable.find_many = AsyncMock( + return_value=[ + _db_guardrail_row("first", "lit5367_ok"), + _db_guardrail_row("broken", "litellm_tool_permission"), + _db_guardrail_row("last", "lit5367_ok"), + ] + ) + + await ProxyConfig()._init_guardrails_in_db(prisma_client=prisma_client) + + assert sorted(handler.IN_MEMORY_GUARDRAILS) == ["first", "last"] + assert handler.reconciled_with == [{"first", "broken", "last"}] From c40828509b7c73399c31556b9a1e37dda2f202b5 Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Mon, 10 Aug 2026 14:42:36 -0700 Subject: [PATCH 163/234] fix(reset_budget_job): atomic budget cascade with chunked reset scans (#36287) * fix(reset_budget_job): advance budget_reset_at atomically with the spend cascade A postgres timeout mid-cascade previously left LiteLLM_BudgetTable rows stamped for the next window while team member, enduser, org and tag spend stayed at cap, so every later tick skipped them until the window rolled over. All cascade writes and the budget_reset_at advance now share one prisma batch transaction; a failed run persists nothing and the rows stay due for the next ~10 minute tick. Cache and counter invalidation runs only after commit, and the catch-all enduser log line now names the cascade. * fix(reset_budget_job): elect one runner per tick and chunk the reset scans Every pod and worker previously ran the reset job every ~10 minutes, each fetching every expired row with no limit and writing one giant transaction at the same calendar-aligned boundary; that concurrency is what piled up postgres lock contention and timeouts. The job now takes the shared PodLockManager redis lock (no redis keeps the old behavior), and each phase walks its due rows in 500-row chunks, one transaction per chunk, stopping when a chunk is short, makes no forward progress, or hits the per-run cap; leftovers wait for the next tick. * chore(lint): ratchet budget ceilings down for fixed violations * fix(reset_budget_job): harden chunk loop, fail open on redis errors, heartbeat the lock Review fixes on the two prior commits. Reset scans now skip rows with no budget_duration, so permanently due rows can neither starve a phase nor have a lifetime cap zeroed every tick. Chunk progress counts rows whose new budget_reset_at actually cleared the cutoff, so a zero-length duration cannot burn the per-run chunk cap. A failed lock acquire only skips the run when another pod verifiably holds the lock; a broken redis runs unguarded instead of silently disabling resets fleet-wide. Partial row failures report real progress and fire the failure hook without killing the phase. The leader re-asserts the lock between phases and stops if another pod took over, and the budget window advance uses update_many so a tier deleted mid-chunk cannot abort the transaction. Lint budget ceilings re-ratcheted for the net-fixed violations. * fix(reset_budget_job): renew the leader lease and reject non-positive budget durations Bot review follow-ups. PodLockManager now extends the lock TTL when the holding pod re-acquires, via an atomic compare-and-expire script with a plain SET fallback, so a run longer than the TTL keeps its lease instead of silently sharing the job with another pod. The positive-duration validation that team member endpoints already had is hoisted to management common_utils and applied to key, internal user, budget, customer and team intake, so a tenant can no longer create zero-duration budgets whose permanently due rows starve other tenants' resets. Such durations now return 400 at intake; existing rows are untouched. * refactor(reset_budget_job): defer leader election to a follow-up PR * fix(reset_budget_job): satisfy strict lint gates String defaults for the two getenv calls (PLW1508) and the chunk outcome returns moved to try/else (TRY300). --- basedpyright-code-budget.json | 6 +- litellm/constants.py | 2 + .../proxy/common_utils/reset_budget_job.py | 705 ++++---- .../budget_management_endpoints.py | 9 +- .../management_endpoints/common_utils.py | 29 + .../customer_endpoints.py | 2 + .../internal_user_endpoints.py | 4 + .../key_management_endpoints.py | 6 +- .../management_endpoints/team_endpoints.py | 34 +- litellm/proxy/utils.py | 39 +- litellm/repositories/__init__.py | 8 + litellm/repositories/prisma_protocols.py | 17 + litellm/repositories/unit_of_work.py | 63 +- ruff-strict-budget.json | 8 +- .../test_proxy_budget_reset.py | 442 +++-- .../common_utils/test_reset_budget_job.py | 1479 +++++++++-------- .../test_budget_endpoints.py | 33 + .../management_endpoints/test_common_utils.py | 52 + .../test_customer_endpoints.py | 34 + .../test_internal_user_endpoints.py | 62 + .../test_key_management_endpoints.py | 68 +- .../test_team_endpoints.py | 60 + .../repositories/test_unit_of_work.py | 63 +- type-discipline-budget.json | 8 +- 24 files changed, 1937 insertions(+), 1296 deletions(-) diff --git a/basedpyright-code-budget.json b/basedpyright-code-budget.json index 65d3c239253..96b689aed74 100644 --- a/basedpyright-code-budget.json +++ b/basedpyright-code-budget.json @@ -99,19 +99,19 @@ "limit": 0 }, "reportUnknownArgumentType": { - "limit": 45004 + "limit": 44996 }, "reportUnknownLambdaType": { "limit": 113 }, "reportUnknownMemberType": { - "limit": 39649 + "limit": 39643 }, "reportUnknownParameterType": { "limit": 20132 }, "reportUnknownVariableType": { - "limit": 31156 + "limit": 31153 }, "reportUnnecessaryCast": { "limit": 118 diff --git a/litellm/constants.py b/litellm/constants.py index f2ac96162eb..87d6fa1a744 100644 --- a/litellm/constants.py +++ b/litellm/constants.py @@ -1493,6 +1493,8 @@ SPEND_LOG_QUEUE_POLL_INTERVAL: Final = float(os.getenv("SPEND_LOG_QUEUE_POLL_INT SPEND_COUNTER_RESEED_LOCKS_MAX_SIZE: Final = int(os.getenv("SPEND_COUNTER_RESEED_LOCKS_MAX_SIZE", 10000)) DEFAULT_CRON_JOB_LOCK_TTL_SECONDS: Final = int(os.getenv("DEFAULT_CRON_JOB_LOCK_TTL_SECONDS", 60)) # 1 minute PROXY_BUDGET_RESCHEDULER_MIN_TIME: Final = int(os.getenv("PROXY_BUDGET_RESCHEDULER_MIN_TIME", 597)) +RESET_BUDGET_JOB_BATCH_SIZE: Final = max(1, int(os.getenv("RESET_BUDGET_JOB_BATCH_SIZE", "500"))) +RESET_BUDGET_JOB_MAX_CHUNKS_PER_RUN: Final = max(1, int(os.getenv("RESET_BUDGET_JOB_MAX_CHUNKS_PER_RUN", "100"))) PROXY_BATCH_POLLING_INTERVAL: Final = int(os.getenv("PROXY_BATCH_POLLING_INTERVAL", 3600)) MAX_OBJECTS_PER_POLL_CYCLE: Final = max(1, int(os.getenv("MAX_OBJECTS_PER_POLL_CYCLE", 50))) MANAGED_OBJECT_STALENESS_CUTOFF_DAYS: Final = max(1, int(os.getenv("MANAGED_OBJECT_STALENESS_CUTOFF_DAYS", 7))) diff --git a/litellm/proxy/common_utils/reset_budget_job.py b/litellm/proxy/common_utils/reset_budget_job.py index 8830970f96f..bf760a92d88 100644 --- a/litellm/proxy/common_utils/reset_budget_job.py +++ b/litellm/proxy/common_utils/reset_budget_job.py @@ -1,14 +1,21 @@ import asyncio import json import time -from collections.abc import Callable, Sequence +from collections.abc import Awaitable, Callable, Iterable, Mapping, Sequence +from dataclasses import dataclass from datetime import datetime, timezone -from typing import Final, Literal, Protocol, TypeVar +from types import MappingProxyType +from typing import Final, Literal, Protocol, TypeVar, assert_never import litellm from litellm._logging import verbose_proxy_logger from litellm.caching.dual_cache import DualCache -from litellm.constants import GLOBAL_PROXY_SPEND_CACHE_KEY, LITELLM_PROXY_BUDGET_NAME +from litellm.constants import ( + GLOBAL_PROXY_SPEND_CACHE_KEY, + LITELLM_PROXY_BUDGET_NAME, + RESET_BUDGET_JOB_BATCH_SIZE, + RESET_BUDGET_JOB_MAX_CHUNKS_PER_RUN, +) from litellm.proxy._types import ( LiteLLM_BudgetTableFull, LiteLLM_EndUserTable, @@ -30,7 +37,10 @@ from litellm.repositories.table_repositories import ( TeamMembershipRepository, ) from litellm.repositories.team_repository import TeamRepository -from litellm.repositories.unit_of_work import spend_reset_unit_of_work +from litellm.repositories.unit_of_work import ( + budget_cascade_unit_of_work, + spend_reset_unit_of_work, +) from litellm.repositories.verification_token_repository import ( VerificationTokenRepository, ) @@ -38,6 +48,9 @@ from litellm.types.services import ServiceTypes _RowT = TypeVar("_RowT") +_LINKED_KEYS_WHERE: Final[Mapping[str, object]] = MappingProxyType({"budget_duration": None, "spend": {"gt": 0}}) +_SPENT_ROWS_WHERE: Final[Mapping[str, object]] = MappingProxyType({"spend": {"gt": 0}}) + class _TeamMembershipRow(Protocol): @property @@ -62,39 +75,130 @@ class _TagRow(Protocol): def tag_name(self) -> str: ... +class _EndUserRow(Protocol): + @property + def user_id(self) -> str: ... + + def _team_membership_counter_key(row: _TeamMembershipRow) -> str: return f"spend:team_member:{row.user_id}:{row.team_id}" -def _team_membership_cache_key(row: _TeamMembershipRow) -> str: - return f"{row.team_id}_{row.user_id}" +def _team_membership_cache_keys(row: _TeamMembershipRow) -> tuple[str, ...]: + return (f"{row.team_id}_{row.user_id}",) def _key_counter_key(row: _KeyRow) -> str: return f"spend:key:{row.token}" -def _key_cache_key(row: _KeyRow) -> str: - return row.token +def _key_cache_keys(row: _KeyRow) -> tuple[str, ...]: + return (row.token,) def _org_counter_key(row: _OrgRow) -> str: return f"spend:org:{row.organization_id}" -def _org_cache_keys(row: _OrgRow) -> Sequence[str]: - return [ +def _org_cache_keys(row: _OrgRow) -> tuple[str, ...]: + return ( f"org_id:{row.organization_id}", f"org_id:{row.organization_id}:with_budget", - ] + ) def _tag_counter_key(row: _TagRow) -> str: return f"spend:tag:{row.tag_name}" -def _tag_cache_key(row: _TagRow) -> str: - return f"tag:{row.tag_name}" +def _tag_cache_keys(row: _TagRow) -> tuple[str, ...]: + return (f"tag:{row.tag_name}",) + + +def _budget_link_where( + budget_ids: Sequence[str], + extra: Mapping[str, object] = MappingProxyType({}), +) -> dict[str, object]: + return {"budget_id": {"in": list(budget_ids)}, **extra} + + +@dataclass(frozen=True, slots=True) +class _BudgetCascade: + """Everything one budget-tier reset touches, resolved before any write.""" + + budgets: tuple[LiteLLM_BudgetTableFull, ...] = () + budget_ids: tuple[str, ...] = () + budget_resets: tuple[tuple[str, datetime], ...] = () + endusers: tuple[_EndUserRow, ...] = () + counter_keys: tuple[str, ...] = () + cache_keys: tuple[str, ...] = () + + +@dataclass(frozen=True, slots=True) +class _BudgetCascadeCommitted: + cascade: _BudgetCascade + advanced: int + + +@dataclass(frozen=True, slots=True) +class _BudgetCascadeFailed: + cascade: _BudgetCascade + error: Exception + + +_EMPTY_CASCADE: Final = _BudgetCascade() + + +@dataclass(frozen=True, slots=True) +class _ChunkOutcome: + """One chunk of a reset phase: rows read, and rows whose new budget_reset_at + cleared the due cutoff. Anything else is still due and would come straight + back on the next fetch, so it is not progress.""" + + fetched: int + advanced: int + + +_NO_PROGRESS: Final = _ChunkOutcome(fetched=0, advanced=0) + + +def _as_utc(moment: datetime) -> datetime: + return moment if moment.tzinfo is not None else moment.replace(tzinfo=timezone.utc) + + +def _count_advanced(reset_ats: Iterable[object], cutoff: datetime) -> int: + """How many rows the write actually moved past the due cutoff. + + A budget_duration of "0s" (or one the parser cannot read) resolves to the + current time, so the row is written and stays due. Counting it as progress + would re-read the same chunk until the per-run cap on every tick. + """ + utc_cutoff: Final = _as_utc(cutoff) + return sum(1 for reset_at in reset_ats if isinstance(reset_at, datetime) and _as_utc(reset_at) > utc_cutoff) + + +def _phase_is_drained(outcome: _ChunkOutcome) -> bool: + """A short chunk means the due rows ran out. A full chunk that advanced + nothing would be re-read unchanged forever, so it ends the phase too and + those rows wait for the next tick.""" + return outcome.fetched < RESET_BUDGET_JOB_BATCH_SIZE or outcome.advanced == 0 + + +async def _run_phase_in_chunks(process_chunk: Callable[[], Awaitable[_ChunkOutcome]]) -> None: + """Drive one reset phase a chunk at a time, capped so a single run cannot + spin unbounded: leftovers are picked up by the next tick.""" + for _ in range(RESET_BUDGET_JOB_MAX_CHUNKS_PER_RUN): + if _phase_is_drained(await process_chunk()): + return + + +def _budget_cascade_event_metadata(cascade: _BudgetCascade) -> dict[str, object]: + return { + "num_budgets_found": len(cascade.budgets), + "budgets_found": json.dumps(cascade.budgets, indent=4, default=str), + "num_endusers_found": len(cascade.endusers), + "endusers_found": json.dumps(cascade.endusers, indent=4, default=str), + } class ResetBudgetJob: @@ -122,21 +226,14 @@ class ResetBudgetJob: Updates db """ - if self.prisma_client is not None: - ### RESET KEY BUDGET ### - await self.reset_budget_for_litellm_keys() + if self.prisma_client is None: + return - ### RESET USER BUDGET ### - await self.reset_budget_for_litellm_users() - - ## Reset Team Budget - await self.reset_budget_for_litellm_teams() - - ### RESET ENDUSER (Customer) BUDGET and corresponding Budget duration ### - await self.reset_budget_for_litellm_budget_table() - - ### RESET MULTI-WINDOW BUDGETS ### - await self.reset_budget_windows() + await self.reset_budget_for_litellm_keys() + await self.reset_budget_for_litellm_users() + await self.reset_budget_for_litellm_teams() + await self.reset_budget_for_litellm_budget_table() + await self.reset_budget_windows() @staticmethod async def _invalidate_spend_counter(counter_key: str) -> None: @@ -194,238 +291,195 @@ class ResetBudgetJob: e, ) - async def _cascade_reset_spend_for_budget_link( + async def _fetch_linked_rows( self, - budgets_to_reset: list[LiteLLM_BudgetTableFull], table: SpendLinkedTable[_RowT], - counter_key_fn: Callable[[_RowT], str], + where: Mapping[str, object], log_subject: str, - extra_where: dict[str, object] | None = None, - cache_key_fn: Callable[[_RowT], str | Sequence[str]] | None = None, - ): - """ - Generic cascade: zero spend on rows whose budget_id is in the reset set. + ) -> tuple[_RowT, ...]: + """Read the rows the cascade will zero, so their counters can be + invalidated once the transaction commits.""" + try: + return tuple(await table.find_many(where=where)) + except Exception as e: + verbose_proxy_logger.warning("Failed to fetch %s for counter invalidation: %s", log_subject, e) + return () - ``cache_key_fn`` is optional: when provided, after the DB update each - matching row's entry or entries in ``user_api_key_cache`` are dropped so - cached spend cannot stay pinned above the zeroed DB row after a reset. + async def _collect_endusers_to_reset(self, budget_ids: Sequence[str]) -> tuple[_EndUserRow, ...]: + linked: Final[Sequence[_EndUserRow] | None] = await self.prisma_client.get_data( + table_name="enduser", + query_type="find_all", + budget_id_list=list(budget_ids), + ) + if litellm.max_end_user_budget_id is None or litellm.max_end_user_budget_id not in budget_ids: + return tuple(linked or ()) + return (*(linked or ()), *await self._get_endusers_with_no_budget_id()) + + async def _collect_budget_cascade(self, budgets_to_reset: Sequence[LiteLLM_BudgetTableFull]) -> _BudgetCascade: + """Resolve every row the expiring budget tiers gate, before any write. + + Keys carrying their own budget_duration are left out: they run on their + own schedule via reset_budget_for_litellm_keys(), so sweeping them here + would reset them twice. """ - budget_ids: Final = [b.budget_id for b in budgets_to_reset if b.budget_id is not None] + budget_ids: Final = tuple(b.budget_id for b in budgets_to_reset if b.budget_id is not None) if not budget_ids: + return _EMPTY_CASCADE + + team_memberships: Final[tuple[_TeamMembershipRow, ...]] = await self._fetch_linked_rows( + table=TeamMembershipRepository(self.prisma_client).table, + where=_budget_link_where(budget_ids), + log_subject="team memberships", + ) + keys: Final[tuple[_KeyRow, ...]] = await self._fetch_linked_rows( + table=VerificationTokenRepository(self.prisma_client).table, + where=_budget_link_where(budget_ids, _LINKED_KEYS_WHERE), + log_subject="keys", + ) + orgs: Final[tuple[_OrgRow, ...]] = await self._fetch_linked_rows( + table=OrganizationRepository(self.prisma_client).table, + where=_budget_link_where(budget_ids, _SPENT_ROWS_WHERE), + log_subject="orgs", + ) + tags: Final[tuple[_TagRow, ...]] = await self._fetch_linked_rows( + table=TagRepository(self.prisma_client).table, + where=_budget_link_where(budget_ids, _SPENT_ROWS_WHERE), + log_subject="tags", + ) + return _BudgetCascade( + budgets=tuple(budgets_to_reset), + budget_ids=budget_ids, + budget_resets=tuple( + ( + b.budget_id, + compute_budget_reset_at(budget_duration=b.budget_duration, settings=self.reset_settings), + ) + for b in budgets_to_reset + if b.budget_id is not None and b.budget_duration is not None + ), + endusers=await self._collect_endusers_to_reset(budget_ids), + counter_keys=( + *(_team_membership_counter_key(row) for row in team_memberships), + *(_key_counter_key(row) for row in keys), + *(_org_counter_key(row) for row in orgs), + *(_tag_counter_key(row) for row in tags), + ), + cache_keys=( + *(key for row in team_memberships for key in _team_membership_cache_keys(row)), + *(key for row in keys for key in _key_cache_keys(row)), + *(key for row in orgs for key in _org_cache_keys(row)), + *(key for row in tags for key in _tag_cache_keys(row)), + ), + ) + + async def _commit_budget_cascade(self, cascade: _BudgetCascade) -> None: + """Zero the gated spend and advance ``budget_reset_at`` in one transaction. + + Advancing the window on its own hides the tier from every later tick + while its dependents stay pinned at the cap for the whole window; + batching both means a mid-cascade failure persists nothing and the rows + stay due for the next run. + """ + if not cascade.budget_ids: return - where: Final[dict[str, object]] = {"budget_id": {"in": budget_ids}} - if extra_where: - where.update(extra_where) + enduser_ids: Final = tuple(row.user_id for row in cascade.endusers) + async with budget_cascade_unit_of_work(self.prisma_client.db.batch_) as uow: + uow.team_memberships.queue_spend_zero(where=_budget_link_where(cascade.budget_ids)) + uow.keys.queue_spend_zero(where=_budget_link_where(cascade.budget_ids, _LINKED_KEYS_WHERE)) + uow.organizations.queue_spend_zero(where=_budget_link_where(cascade.budget_ids, _SPENT_ROWS_WHERE)) + uow.tags.queue_spend_zero(where=_budget_link_where(cascade.budget_ids, _SPENT_ROWS_WHERE)) + if enduser_ids: + uow.endusers.queue_spend_zero(where={"user_id": {"in": list(enduser_ids)}}) + for budget_id, budget_reset_at in cascade.budget_resets: + uow.budgets.queue_window_advance(budget_id=budget_id, budget_reset_at=budget_reset_at) - try: - rows: Sequence[_RowT] = await table.find_many(where=where) - except Exception as e: - rows = () - verbose_proxy_logger.warning("Failed to fetch %s for counter invalidation: %s", log_subject, e) - - update_result: Final = await table.update_many(where=where, data={"spend": 0}) - - for row in rows: - await self._invalidate_spend_counter(counter_key_fn(row)) - if cache_key_fn is not None: - cache_keys = cache_key_fn(row) - if isinstance(cache_keys, str): - cache_keys = [cache_keys] - for cache_key in cache_keys: - await self._invalidate_user_api_key_cache_entry(cache_key) - - return update_result - - async def reset_budget_for_litellm_team_members(self, budgets_to_reset: list[LiteLLM_BudgetTableFull]): - """ - Resets the budget for all LiteLLM Team Members if their budget has expired - """ - return await self._cascade_reset_spend_for_budget_link( - budgets_to_reset=budgets_to_reset, - table=TeamMembershipRepository(self.prisma_client).table, - counter_key_fn=_team_membership_counter_key, - log_subject="team memberships", - cache_key_fn=_team_membership_cache_key, - ) - - async def reset_budget_for_keys_linked_to_budgets(self, budgets_to_reset: list[LiteLLM_BudgetTableFull]): - """ - Resets the spend for keys linked to budget tiers that are being reset. - - Excludes keys with their own budget_duration; those are reset by - reset_budget_for_litellm_keys() to avoid double-resetting. - """ - return await self._cascade_reset_spend_for_budget_link( - budgets_to_reset=budgets_to_reset, - table=VerificationTokenRepository(self.prisma_client).table, - counter_key_fn=_key_counter_key, - log_subject="keys", - extra_where={"budget_duration": None, "spend": {"gt": 0}}, - cache_key_fn=_key_cache_key, - ) - - async def reset_budget_for_orgs_linked_to_budgets(self, budgets_to_reset: list[LiteLLM_BudgetTableFull]): - """ - Resets the spend for orgs linked to budget tiers that are being reset. - """ - return await self._cascade_reset_spend_for_budget_link( - budgets_to_reset=budgets_to_reset, - table=OrganizationRepository(self.prisma_client).table, - counter_key_fn=_org_counter_key, - log_subject="orgs", - extra_where={"spend": {"gt": 0}}, - cache_key_fn=_org_cache_keys, - ) - - async def reset_budget_for_tags_linked_to_budgets(self, budgets_to_reset: list[LiteLLM_BudgetTableFull]): - """ - Resets the spend for tags linked to budget tiers that are being reset. - - Also drops each tag's ``user_api_key_cache`` entry so the next - ``_tag_max_budget_check`` reloads the zeroed row from the DB. - ``SpendCounterReseed.from_db`` intentionally returns ``None`` for - tags, so the budget check falls back to the cached - ``LiteLLM_TagTable.spend`` once the spend counter expires; without - this invalidation, that stale ``.spend`` keeps the tag over-budget - indefinitely. - """ - return await self._cascade_reset_spend_for_budget_link( - budgets_to_reset=budgets_to_reset, - table=TagRepository(self.prisma_client).table, - counter_key_fn=_tag_counter_key, - log_subject="tags", - extra_where={"spend": {"gt": 0}}, - cache_key_fn=_tag_cache_key, - ) - - async def reset_budget_for_litellm_budget_table(self): - """ - Resets the budget for all LiteLLM End-Users (Customers), and Team Members if their budget has expired - The corresponding Budget duration is also updated. - """ + async def _invalidate_budget_cascade_caches(self, cascade: _BudgetCascade) -> None: + for counter_key in cascade.counter_keys: + await self._invalidate_spend_counter(counter_key) + for cache_key in cascade.cache_keys: + await self._invalidate_user_api_key_cache_entry(cache_key) + async def _reset_expired_budget_cascade(self) -> _BudgetCascadeCommitted | _BudgetCascadeFailed: now: Final = datetime.now(timezone.utc) - start_time: Final = time.time() - endusers_to_reset: list[LiteLLM_EndUserTable] | None = None - budgets_to_reset: list[LiteLLM_BudgetTableFull] | None = None - updated_endusers: Final[list[LiteLLM_EndUserTable]] = [] - failed_endusers: Final = [] try: - budgets_to_reset = await self.prisma_client.get_data( - table_name="budget", query_type="find_all", reset_at=now - ) - - if budgets_to_reset is not None and len(budgets_to_reset) > 0: - for budget in budgets_to_reset: - budget = await ResetBudgetJob._reset_budget_reset_at_date(budget, now, self.reset_settings) - - await self.prisma_client.update_data( - query_type="update_many", - data_list=budgets_to_reset, - table_name="budget", - ) - - budget_ids_to_reset = [budget.budget_id for budget in budgets_to_reset if budget.budget_id is not None] - - endusers_to_reset = await self.prisma_client.get_data( - table_name="enduser", - query_type="find_all", - budget_id_list=budget_ids_to_reset, - ) - - # Also reset end users with no budget_id (NULL) who use the - # default budget via litellm.max_end_user_budget_id. These - # users are enforced in-memory but never had budget_id - # persisted, so the query above misses them. - if litellm.max_end_user_budget_id is not None and litellm.max_end_user_budget_id in budget_ids_to_reset: - default_budget_endusers: Final = await self._get_endusers_with_no_budget_id() - if default_budget_endusers: - if endusers_to_reset is None: - endusers_to_reset = default_budget_endusers - else: - endusers_to_reset.extend(default_budget_endusers) - - await self.reset_budget_for_litellm_team_members(budgets_to_reset=budgets_to_reset) - - await self.reset_budget_for_keys_linked_to_budgets(budgets_to_reset=budgets_to_reset) - - await self.reset_budget_for_orgs_linked_to_budgets(budgets_to_reset=budgets_to_reset) - - await self.reset_budget_for_tags_linked_to_budgets(budgets_to_reset=budgets_to_reset) - - if endusers_to_reset is not None and len(endusers_to_reset) > 0: - for enduser in endusers_to_reset: - try: - updated_enduser = await ResetBudgetJob._reset_budget_for_enduser(enduser=enduser) - if updated_enduser is not None: - updated_endusers.append(updated_enduser) - else: - failed_endusers.append( - { - "enduser": enduser, - "error": "Returned None without exception", - } - ) - except Exception as e: - failed_endusers.append({"enduser": enduser, "error": str(e)}) - verbose_proxy_logger.exception("Failed to reset budget for enduser: %s", enduser) - - verbose_proxy_logger.debug( - "Updated users %s", - json.dumps(updated_endusers, indent=4, default=str), - ) - - await self.prisma_client.update_data( - query_type="update_many", - data_list=updated_endusers, - table_name="enduser", - ) - - end_time = time.time() - if len(failed_endusers) > 0: # If any endusers failed to reset - raise Exception( - f"Failed to reset {len(failed_endusers)} endusers: {json.dumps(failed_endusers, default=str)}" - ) - - asyncio.create_task( - self.proxy_logging_obj.service_logging_obj.async_service_success_hook( - service=ServiceTypes.RESET_BUDGET_JOB, - duration=end_time - start_time, - call_type="reset_budget_budget_table", - start_time=start_time, - end_time=end_time, - event_metadata={ - "num_budgets_found": (len(budgets_to_reset) if budgets_to_reset else 0), - "budgets_found": json.dumps(budgets_to_reset, indent=4, default=str), - "num_endusers_found": (len(endusers_to_reset) if endusers_to_reset else 0), - "endusers_found": json.dumps(endusers_to_reset, indent=4, default=str), - "num_endusers_updated": len(updated_endusers), - "endusers_updated": json.dumps(updated_endusers, indent=4, default=str), - "num_endusers_failed": len(failed_endusers), - "endusers_failed": json.dumps(failed_endusers, indent=4, default=str), - }, - ) + budgets_to_reset: Final[Sequence[LiteLLM_BudgetTableFull] | None] = await self.prisma_client.get_data( + table_name="budget", + query_type="find_all", + reset_at=now, + limit=RESET_BUDGET_JOB_BATCH_SIZE, ) + cascade: Final = await self._collect_budget_cascade(budgets_to_reset or ()) except Exception as e: - end_time = time.time() - asyncio.create_task( - self.proxy_logging_obj.service_logging_obj.async_service_failure_hook( - service=ServiceTypes.RESET_BUDGET_JOB, - duration=end_time - start_time, - error=e, - call_type="reset_budget_endusers", - start_time=start_time, - end_time=end_time, - event_metadata={ - "num_budgets_found": (len(budgets_to_reset) if budgets_to_reset else 0), - "budgets_found": json.dumps(budgets_to_reset, indent=4, default=str), - "num_endusers_found": (len(endusers_to_reset) if endusers_to_reset else 0), - "endusers_found": json.dumps(endusers_to_reset, indent=4, default=str), - }, + return _BudgetCascadeFailed(cascade=_EMPTY_CASCADE, error=e) + + try: + await self._commit_budget_cascade(cascade) + except Exception as e: + return _BudgetCascadeFailed(cascade=cascade, error=e) + + await self._invalidate_budget_cascade_caches(cascade) + return _BudgetCascadeCommitted( + cascade=cascade, + advanced=_count_advanced( + (reset_at for _, reset_at in cascade.budget_resets), + cutoff=datetime.now(timezone.utc), + ), + ) + + async def reset_budget_for_litellm_budget_table(self) -> None: + """ + Resets the spend a budget tier gates (end users, team members, keys, + orgs, tags) and advances the tier's budget_reset_at, atomically. + + Caches are invalidated only after the transaction commits, so a failed + run cannot leave a zeroed counter in front of an un-reset DB row. + """ + await _run_phase_in_chunks(self._reset_budget_for_litellm_budget_table_chunk) + + async def _reset_budget_for_litellm_budget_table_chunk(self) -> _ChunkOutcome: + start_time: Final = time.time() + outcome: Final = await self._reset_expired_budget_cascade() + end_time: Final = time.time() + + match outcome: + case _BudgetCascadeCommitted(cascade=cascade, advanced=advanced): + asyncio.create_task( + self.proxy_logging_obj.service_logging_obj.async_service_success_hook( + service=ServiceTypes.RESET_BUDGET_JOB, + duration=end_time - start_time, + call_type="reset_budget_budget_table", + start_time=start_time, + end_time=end_time, + event_metadata={ + **_budget_cascade_event_metadata(cascade), + "num_endusers_updated": len(cascade.endusers), + "num_endusers_failed": 0, + }, + ) ) - ) - verbose_proxy_logger.exception("Failed to reset budget for endusers: %s", e) + return _ChunkOutcome(fetched=len(cascade.budgets), advanced=advanced) + case _BudgetCascadeFailed(cascade=cascade, error=error): + verbose_proxy_logger.exception( + "Failed to reset the budget table cascade (team member, enduser, org and tag spend, plus " + "budget_reset_at); nothing was committed and the budgets stay due for the next run: %s", + error, + exc_info=error, + ) + asyncio.create_task( + self.proxy_logging_obj.service_logging_obj.async_service_failure_hook( + service=ServiceTypes.RESET_BUDGET_JOB, + duration=end_time - start_time, + error=error, + call_type="reset_budget_endusers", + start_time=start_time, + end_time=end_time, + event_metadata=_budget_cascade_event_metadata(cascade), + ) + ) + return _NO_PROGRESS + case _: + assert_never(outcome) async def _get_endusers_with_no_budget_id( self, @@ -486,18 +540,50 @@ class ResetBudgetJob: for t in updated_teams: uow.teams.queue_spend_reset(team_id=t.team_id, budget_reset_at=t.budget_reset_at) - async def reset_budget_for_litellm_keys(self): + def _emit_phase_failure( + self, + call_type: str, + error: Exception, + start_time: float, + end_time: float, + event_metadata: dict[str, object], + ) -> None: + """Report rows that could not be reset without failing the chunk: the + rows that did reset are already committed, and raising here would cost + the phase every remaining chunk this tick. + """ + verbose_proxy_logger.error("%s: %s", call_type, error) + asyncio.create_task( + self.proxy_logging_obj.service_logging_obj.async_service_failure_hook( + service=ServiceTypes.RESET_BUDGET_JOB, + duration=end_time - start_time, + error=error, + call_type=call_type, + start_time=start_time, + end_time=end_time, + event_metadata=event_metadata, + ) + ) + + async def reset_budget_for_litellm_keys(self) -> None: """ Resets the budget for all the litellm keys Catches Exceptions and logs them """ + await _run_phase_in_chunks(self._reset_budget_for_litellm_keys_chunk) + + async def _reset_budget_for_litellm_keys_chunk(self) -> _ChunkOutcome: now: Final = datetime.utcnow() start_time: Final = time.time() keys_to_reset: list[LiteLLM_VerificationToken] | None = None try: keys_to_reset = await self.prisma_client.get_data( - table_name="key", query_type="find_all", expires=now, reset_at=now + table_name="key", + query_type="find_all", + expires=now, + reset_at=now, + limit=RESET_BUDGET_JOB_BATCH_SIZE, ) verbose_proxy_logger.debug("Keys to reset %s", json.dumps(keys_to_reset, indent=4, default=str)) updated_keys: Final[list[LiteLLM_VerificationToken]] = [] @@ -528,8 +614,25 @@ class ResetBudgetJob: await self._invalidate_spend_counter(f"spend:key:{token}") end_time = time.time() - if len(failed_keys) > 0: # If any keys failed to reset - raise Exception(f"Failed to reset {len(failed_keys)} keys: {json.dumps(failed_keys, default=str)}") + outcome: Final = _ChunkOutcome( + fetched=len(keys_to_reset) if keys_to_reset else 0, + advanced=_count_advanced( + (k.budget_reset_at for k in updated_keys), + cutoff=datetime.now(timezone.utc), + ), + ) + if len(failed_keys) > 0: + self._emit_phase_failure( + call_type="reset_budget_keys", + error=Exception(f"Failed to reset {len(failed_keys)} keys: {json.dumps(failed_keys, default=str)}"), + start_time=start_time, + end_time=end_time, + event_metadata={ + "num_keys_found": len(keys_to_reset) if keys_to_reset else 0, + "keys_found": json.dumps(keys_to_reset, indent=4, default=str), + }, + ) + return outcome asyncio.create_task( self.proxy_logging_obj.service_logging_obj.async_service_success_hook( @@ -565,16 +668,27 @@ class ResetBudgetJob: ) ) verbose_proxy_logger.exception("Failed to reset budget for keys: %s", e) + return _NO_PROGRESS + else: + return outcome - async def reset_budget_for_litellm_users(self): + async def reset_budget_for_litellm_users(self) -> None: """ Resets the budget for all LiteLLM Internal Users if their budget has expired """ + await _run_phase_in_chunks(self._reset_budget_for_litellm_users_chunk) + + async def _reset_budget_for_litellm_users_chunk(self) -> _ChunkOutcome: now: Final = datetime.utcnow() start_time: Final = time.time() users_to_reset: list[LiteLLM_UserTable] | None = None try: - users_to_reset = await self.prisma_client.get_data(table_name="user", query_type="find_all", reset_at=now) + users_to_reset = await self.prisma_client.get_data( + table_name="user", + query_type="find_all", + reset_at=now, + limit=RESET_BUDGET_JOB_BATCH_SIZE, + ) updated_users: Final[list[LiteLLM_UserTable]] = [] failed_users: Final = [] if users_to_reset is not None and len(users_to_reset) > 0: @@ -609,8 +723,27 @@ class ResetBudgetJob: await self._invalidate_global_proxy_spend_cache() end_time = time.time() - if len(failed_users) > 0: # If any users failed to reset - raise Exception(f"Failed to reset {len(failed_users)} users: {json.dumps(failed_users, default=str)}") + outcome: Final = _ChunkOutcome( + fetched=len(users_to_reset) if users_to_reset else 0, + advanced=_count_advanced( + (u.budget_reset_at for u in updated_users), + cutoff=datetime.now(timezone.utc), + ), + ) + if len(failed_users) > 0: + self._emit_phase_failure( + call_type="reset_budget_users", + error=Exception( + f"Failed to reset {len(failed_users)} users: {json.dumps(failed_users, default=str)}" + ), + start_time=start_time, + end_time=end_time, + event_metadata={ + "num_users_found": len(users_to_reset) if users_to_reset else 0, + "users_found": json.dumps(users_to_reset, indent=4, default=str), + }, + ) + return outcome asyncio.create_task( self.proxy_logging_obj.service_logging_obj.async_service_success_hook( @@ -646,16 +779,27 @@ class ResetBudgetJob: ) ) verbose_proxy_logger.exception("Failed to reset budget for users: %s", e) + return _NO_PROGRESS + else: + return outcome - async def reset_budget_for_litellm_teams(self): + async def reset_budget_for_litellm_teams(self) -> None: """ Resets the budget for all LiteLLM Internal Teams if their budget has expired """ + await _run_phase_in_chunks(self._reset_budget_for_litellm_teams_chunk) + + async def _reset_budget_for_litellm_teams_chunk(self) -> _ChunkOutcome: now: Final = datetime.utcnow() start_time: Final = time.time() teams_to_reset: list[LiteLLM_TeamTable] | None = None try: - teams_to_reset = await self.prisma_client.get_data(table_name="team", query_type="find_all", reset_at=now) + teams_to_reset = await self.prisma_client.get_data( + table_name="team", + query_type="find_all", + reset_at=now, + limit=RESET_BUDGET_JOB_BATCH_SIZE, + ) updated_teams: Final[list[LiteLLM_TeamTable]] = [] failed_teams: Final = [] if teams_to_reset is not None and len(teams_to_reset) > 0: @@ -688,8 +832,27 @@ class ResetBudgetJob: await self._invalidate_spend_counter(f"spend:team:{team_id}") end_time = time.time() - if len(failed_teams) > 0: # If any teams failed to reset - raise Exception(f"Failed to reset {len(failed_teams)} teams: {json.dumps(failed_teams, default=str)}") + outcome: Final = _ChunkOutcome( + fetched=len(teams_to_reset) if teams_to_reset else 0, + advanced=_count_advanced( + (t.budget_reset_at for t in updated_teams), + cutoff=datetime.now(timezone.utc), + ), + ) + if len(failed_teams) > 0: + self._emit_phase_failure( + call_type="reset_budget_teams", + error=Exception( + f"Failed to reset {len(failed_teams)} teams: {json.dumps(failed_teams, default=str)}" + ), + start_time=start_time, + end_time=end_time, + event_metadata={ + "num_teams_found": len(teams_to_reset) if teams_to_reset else 0, + "teams_found": json.dumps(teams_to_reset, indent=4, default=str), + }, + ) + return outcome asyncio.create_task( self.proxy_logging_obj.service_logging_obj.async_service_success_hook( @@ -725,6 +888,9 @@ class ResetBudgetJob: ) ) verbose_proxy_logger.exception("Failed to reset budget for teams: %s", e) + return _NO_PROGRESS + else: + return outcome @staticmethod async def _reset_expired_window( @@ -882,33 +1048,6 @@ class ResetBudgetJob: ) return user - @staticmethod - async def _reset_budget_for_enduser( - enduser: LiteLLM_EndUserTable, - ) -> LiteLLM_EndUserTable | None: - try: - enduser.spend = 0.0 - except Exception as e: - verbose_proxy_logger.exception("Error resetting budget for enduser: %s. Item: %s", e, enduser) - raise e - return enduser - - @staticmethod - async def _reset_budget_reset_at_date( - budget: LiteLLM_BudgetTableFull, - current_time: datetime, - reset_settings: BudgetResetSettings, - ) -> LiteLLM_BudgetTableFull: - try: - if budget.budget_duration is not None: - budget.budget_reset_at = compute_budget_reset_at( - budget_duration=budget.budget_duration, settings=reset_settings - ) - except Exception as e: - verbose_proxy_logger.exception("Error resetting budget_reset_at for budget: %s. Item: %s", e, budget) - raise e - return budget - @staticmethod async def _reset_budget_for_key( key: LiteLLM_VerificationToken, diff --git a/litellm/proxy/management_endpoints/budget_management_endpoints.py b/litellm/proxy/management_endpoints/budget_management_endpoints.py index 446ea76752e..8c6195388c5 100644 --- a/litellm/proxy/management_endpoints/budget_management_endpoints.py +++ b/litellm/proxy/management_endpoints/budget_management_endpoints.py @@ -20,7 +20,10 @@ from fastapi import APIRouter, Depends, HTTPException from litellm.proxy._types import * from litellm.proxy.auth.user_api_key_auth import user_api_key_auth from litellm.proxy.common_utils.timezone_utils import get_budget_reset_time -from litellm.proxy.management_endpoints.common_utils import _user_has_admin_view +from litellm.proxy.management_endpoints.common_utils import ( + _user_has_admin_view, + validate_budget_duration, +) from litellm.proxy.utils import jsonify_object from litellm.repositories.budget_repository import BudgetRepository @@ -72,6 +75,8 @@ async def new_budget( detail={"error": f"soft_budget must be a non-negative finite number. Received: {budget_obj.soft_budget}"}, ) + validate_budget_duration(budget_obj.budget_duration) + # Validate model_max_budget if present if budget_obj.model_max_budget is not None and len(budget_obj.model_max_budget) > 0: from litellm.proxy.management_endpoints.key_management_endpoints import ( @@ -153,6 +158,8 @@ async def update_budget( detail={"error": f"soft_budget must be a non-negative finite number. Received: {budget_obj.soft_budget}"}, ) + validate_budget_duration(budget_obj.budget_duration) + # Validate model_max_budget if present in update if budget_obj.model_max_budget is not None and len(budget_obj.model_max_budget) > 0: from litellm.proxy.management_endpoints.key_management_endpoints import ( diff --git a/litellm/proxy/management_endpoints/common_utils.py b/litellm/proxy/management_endpoints/common_utils.py index 3868b04f385..2241884faf1 100644 --- a/litellm/proxy/management_endpoints/common_utils.py +++ b/litellm/proxy/management_endpoints/common_utils.py @@ -22,6 +22,35 @@ def validate_finite_spend(spend: float | None) -> None: ) +def validate_budget_duration(budget_duration: str | None) -> None: + """Reject budget durations that can't be parsed, are non-positive, or + overflow date math, so a bad value can't be persisted and later crash the + budget reset job. + + A non-positive duration also resolves to a reset time of "now", which leaves + the row permanently due: the reset job re-reads it every tick and, once + enough of them exist, they fill each batch and starve every other tenant's + reset. + """ + if budget_duration is None: + return + + from litellm.litellm_core_utils.duration_parser import duration_in_seconds + from litellm.proxy.common_utils.timezone_utils import get_budget_reset_time + + try: + if duration_in_seconds(budget_duration) <= 0: + raise ValueError("budget_duration must be positive") + get_budget_reset_time(budget_duration=budget_duration) + except (ValueError, OverflowError): + raise HTTPException( + status_code=400, + detail={ + "error": f"Invalid budget_duration '{budget_duration}'. Use a format like '1h', '24h', '7d', or '30d'." + }, + ) + + from litellm._logging import verbose_proxy_logger from litellm.caching import DualCache from litellm.proxy._types import ( diff --git a/litellm/proxy/management_endpoints/customer_endpoints.py b/litellm/proxy/management_endpoints/customer_endpoints.py index a51ff48aab6..bfc70da46ea 100644 --- a/litellm/proxy/management_endpoints/customer_endpoints.py +++ b/litellm/proxy/management_endpoints/customer_endpoints.py @@ -23,6 +23,7 @@ from litellm.litellm_core_utils.duration_parser import duration_in_seconds from litellm.proxy._types import * from litellm.proxy.auth.user_api_key_auth import user_api_key_auth from litellm.proxy.management_endpoints.common_daily_activity import get_daily_activity +from litellm.proxy.management_endpoints.common_utils import validate_budget_duration from litellm.proxy.management_helpers.object_permission_utils import ( _set_object_permission, handle_update_object_permission_common, @@ -184,6 +185,7 @@ def new_budget_request(data: NewCustomerRequest) -> BudgetNewRequest | None: if budget_kv_pairs: budget_request: Final = BudgetNewRequest(**budget_kv_pairs) + validate_budget_duration(budget_request.budget_duration) if budget_request.budget_reset_at is None and budget_request.budget_duration is not None: budget_request.budget_reset_at = datetime.utcnow() + timedelta( seconds=duration_in_seconds(duration=budget_request.budget_duration) diff --git a/litellm/proxy/management_endpoints/internal_user_endpoints.py b/litellm/proxy/management_endpoints/internal_user_endpoints.py index abc5d3e53ff..a416a197ab8 100644 --- a/litellm/proxy/management_endpoints/internal_user_endpoints.py +++ b/litellm/proxy/management_endpoints/internal_user_endpoints.py @@ -42,6 +42,7 @@ from litellm.proxy.management_endpoints.common_utils import ( _is_user_team_admin, _user_has_admin_view, require_caller_user_id_for_non_admin, + validate_budget_duration, validate_finite_spend, ) from litellm.proxy.management_endpoints.key_management_endpoints import ( @@ -506,6 +507,8 @@ async def new_user( status_code=500, detail=CommonProxyErrors.db_not_connected_error.value, ) + validate_budget_duration(data.budget_duration) + # Check for duplicate user_id or email await _check_duplicate_user_id(data.user_id, prisma_client) await _check_duplicate_user_email(data.user_email, prisma_client) @@ -1185,6 +1188,7 @@ def _update_internal_user_params(data_json: dict, data: UpdateUserRequest | Upda if "budget_duration" in non_default_values: from litellm.proxy.common_utils.timezone_utils import get_budget_reset_time + validate_budget_duration(non_default_values["budget_duration"]) non_default_values["budget_reset_at"] = get_budget_reset_time( budget_duration=non_default_values["budget_duration"] ) diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index 3a97558fcbe..38b5d755535 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -82,6 +82,7 @@ from litellm.proxy.management_endpoints.common_utils import ( _set_object_metadata_field, _team_member_has_permission, _user_has_admin_view, + validate_budget_duration, validate_finite_spend, ) from litellm.proxy.management_endpoints.model_management_endpoints import ( @@ -844,6 +845,8 @@ async def _common_key_generation_helper( premium_user=premium_user, ) + validate_budget_duration(data.budget_duration) + if data.throttle_on_budget_exceeded is True and user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN.value: raise HTTPException( status_code=403, @@ -1024,7 +1027,7 @@ async def _common_key_generation_helper( # Only set budget_duration on key when explicitly provided. Keys with budget_id # but no explicit budget_duration follow their linked budget tier's schedule; - # reset_budget_for_keys_linked_to_budgets() resets them when the tier resets. + # reset_budget_for_litellm_budget_table() resets them when the tier resets. # This avoids duplicating budget_duration on keys so tier updates apply automatically. if "budget_duration" in data_json: data_json["key_budget_duration"] = data_json.pop("budget_duration", None) @@ -2401,6 +2404,7 @@ async def _validate_update_key_data( """Validate permissions and constraints for key update.""" # Reject NaN/±inf spend before it can reach the DB / spend counter. validate_finite_spend(data.spend) + validate_budget_duration(data.budget_duration) _is_proxy_admin: Final = user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN.value diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index f5d0d63e311..60d3d650d00 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -96,6 +96,7 @@ from litellm.proxy.management_endpoints.common_utils import ( _update_metadata_fields, _upsert_budget_and_membership, _user_has_admin_view, + validate_budget_duration, ) from litellm.proxy.management_endpoints.organization_endpoints import ( add_member_to_organization, @@ -1258,6 +1259,9 @@ async def new_team( detail={"error": f"soft_budget must be a non-negative finite number. Received: {data.soft_budget}"}, ) + validate_budget_duration(data.budget_duration) + validate_budget_duration(data.team_member_budget_duration) + if data.soft_budget is not None: if data.max_budget is not None: # If max_budget is set, soft_budget must be strictly lower than max_budget @@ -1947,6 +1951,9 @@ async def update_team( detail={"error": f"soft_budget must be a non-negative finite number. Received: {data.soft_budget}"}, ) + validate_budget_duration(data.budget_duration) + validate_budget_duration(data.team_member_budget_duration) + existing_team_row = await _team_db(prisma_client).find_unique(where={"team_id": data.team_id}) if existing_team_row is None: @@ -2979,7 +2986,7 @@ async def team_member_add( except HTTPException as e: raise e - _validate_budget_duration(data.budget_duration) + validate_budget_duration(data.budget_duration) prisma_client = cast(PrismaClient, prisma_client) @@ -3282,29 +3289,6 @@ def _build_member_budget_patch(data: TeamMemberUpdateRequest) -> dict[str, objec } -def _validate_budget_duration(budget_duration: str | None) -> None: - """Reject budget durations that can't be parsed, are non-positive, or - overflow date math, so a bad value can't be persisted and later crash the - budget reset job.""" - if budget_duration is None: - return - - from litellm.litellm_core_utils.duration_parser import duration_in_seconds - from litellm.proxy.common_utils.timezone_utils import get_budget_reset_time - - try: - if duration_in_seconds(budget_duration) <= 0: - raise ValueError("budget_duration must be positive") - get_budget_reset_time(budget_duration=budget_duration) - except (ValueError, OverflowError): - raise HTTPException( - status_code=400, - detail={ - "error": f"Invalid budget_duration '{budget_duration}'. Use a format like '1h', '24h', '7d', or '30d'." - }, - ) - - @router.post( "/team/member_update", tags=["team management"], @@ -3342,7 +3326,7 @@ async def team_member_update( detail={"error": "Either user_id or user_email needs to be passed in"}, ) - _validate_budget_duration(data.budget_duration) + validate_budget_duration(data.budget_duration) _existing_team_row: Final = await _team_db(prisma_client).find_unique(where={"team_id": data.team_id}) diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index 5f22ca021ac..dd0c57aa911 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -3486,13 +3486,15 @@ class PrismaClient: r.expires = r.expires.isoformat() elif query_type == "find_all" and expires is not None and reset_at is not None: response = await VerificationTokenRepository(self).table.find_many( + take=limit, where={ "OR": [ {"expires": None}, {"expires": {"gt": expires}}, ], "budget_reset_at": {"lt": reset_at}, - } + "NOT": {"budget_duration": None}, + }, ) if response is not None and len(response) > 0: for r in response: @@ -3542,6 +3544,7 @@ class PrismaClient: response = await UserRepository(self).table.find_many(where=key_val) elif query_type == "find_all" and reset_at is not None: response = await UserRepository(self).table.find_many( + take=limit, where={ # A user seeded from default_internal_user_params # (or created via /user/new without an explicit @@ -3552,16 +3555,12 @@ class PrismaClient: # of the row, silently exceeding max_budget. Treat a # NULL budget_reset_at with a non-NULL budget_duration # as due, matching the budget-table query below. + "NOT": {"budget_duration": None}, "OR": [ - { - "AND": [ - {"budget_reset_at": None}, - {"NOT": {"budget_duration": None}}, - ] - }, + {"budget_reset_at": None}, {"budget_reset_at": {"lt": reset_at}}, ], - } + }, ) elif query_type == "find_all" and user_id_list is not None: response = await UserRepository(self).table.find_many(where={"user_id": {"in": user_id_list}}) @@ -3617,17 +3616,14 @@ class PrismaClient: elif table_name == "budget" and reset_at is not None: if query_type == "find_all": response = await BudgetRepository(self).table.find_many( + take=limit, where={ + "NOT": {"budget_duration": None}, "OR": [ - { - "AND": [ - {"budget_reset_at": None}, - {"NOT": {"budget_duration": None}}, - ] - }, + {"budget_reset_at": None}, {"budget_reset_at": {"lt": reset_at}}, - ] - } + ], + }, ) return response @@ -3645,20 +3641,17 @@ class PrismaClient: ) elif query_type == "find_all" and reset_at is not None: response = await TeamRepository(self).table.find_many( + take=limit, where={ # Same NULL budget_reset_at gap as the user query # above: a team with a budget_duration but no # initialized budget_reset_at would never be reset. + "NOT": {"budget_duration": None}, "OR": [ - { - "AND": [ - {"budget_reset_at": None}, - {"NOT": {"budget_duration": None}}, - ] - }, + {"budget_reset_at": None}, {"budget_reset_at": {"lt": reset_at}}, ], - } + }, ) elif query_type == "find_all" and user_id is not None: response = await TeamRepository(self).table.find_many( diff --git a/litellm/repositories/__init__.py b/litellm/repositories/__init__.py index 4f020480f9e..e2e7f1fac73 100644 --- a/litellm/repositories/__init__.py +++ b/litellm/repositories/__init__.py @@ -70,10 +70,14 @@ from litellm.repositories.table_repositories import ( ) from litellm.repositories.team_repository import TeamRepository from litellm.repositories.unit_of_work import ( + BudgetCascadeUnitOfWork, + BudgetWindowWrites, KeySpendResetWrites, + LinkedSpendResetWrites, SpendResetUnitOfWork, TeamSpendResetWrites, UserSpendResetWrites, + budget_cascade_unit_of_work, spend_reset_unit_of_work, ) from litellm.repositories.user_repository import UserRepository @@ -88,7 +92,9 @@ __all__ = [ "AgentsRepository", "AuditLogRepository", "BatchTable", + "BudgetCascadeUnitOfWork", "BudgetRepository", + "BudgetWindowWrites", "CacheConfigRepository", "ClaudeCodePluginRepository", "ConfigOverridesRepository", @@ -107,6 +113,7 @@ __all__ = [ "InvitationLinkRepository", "JWTKeyMappingRepository", "KeySpendResetWrites", + "LinkedSpendResetWrites", "MCPServerRepository", "MCPToolsetRepository", "MCPUserCredentialsRepository", @@ -149,5 +156,6 @@ __all__ = [ "WorkflowEventRepository", "WorkflowMessageRepository", "WorkflowRunRepository", + "budget_cascade_unit_of_work", "spend_reset_unit_of_work", ] diff --git a/litellm/repositories/prisma_protocols.py b/litellm/repositories/prisma_protocols.py index 6aff196ff10..055c68163f9 100644 --- a/litellm/repositories/prisma_protocols.py +++ b/litellm/repositories/prisma_protocols.py @@ -29,6 +29,8 @@ class SpendLinkedTable(Protocol[RowT_co]): class BatchTable(Protocol): def update(self, *, where: Mapping[str, object], data: Mapping[str, object]) -> None: ... + def update_many(self, *, where: Mapping[str, object], data: Mapping[str, object]) -> None: ... + class PrismaBatch(Protocol): @property @@ -40,4 +42,19 @@ class PrismaBatch(Protocol): @property def litellm_teamtable(self) -> BatchTable: ... + @property + def litellm_budgettable(self) -> BatchTable: ... + + @property + def litellm_teammembership(self) -> BatchTable: ... + + @property + def litellm_organizationtable(self) -> BatchTable: ... + + @property + def litellm_tagtable(self) -> BatchTable: ... + + @property + def litellm_endusertable(self) -> BatchTable: ... + async def commit(self) -> None: ... diff --git a/litellm/repositories/unit_of_work.py b/litellm/repositories/unit_of_work.py index 682e69d11eb..e504baceb9f 100644 --- a/litellm/repositories/unit_of_work.py +++ b/litellm/repositories/unit_of_work.py @@ -1,17 +1,21 @@ """ -Unit of work over a single Prisma batch. +Units of work over a single Prisma batch. -``spend_reset_unit_of_work`` opens one ``db.batch_()`` and binds a typed write +Each context manager here opens one ``db.batch_()`` and binds a typed write repository per table to it, so every update queued through the yielded object lands in the same transaction. The batch commits when the block exits cleanly and is abandoned, writing nothing, when the block raises. -Each write repository queues narrow ``{spend, budget_reset_at}`` updates +``spend_reset_unit_of_work`` covers the per-row key/user/team resets; +``budget_cascade_unit_of_work`` covers a budget tier's reset, where the +dependent spend and the tier's next window have to move together. + +Each write repository queues narrow ``{spend}`` / ``{budget_reset_at}`` updates instead of full-model writes, which trip ``prisma.errors.DataError`` on rows carrying fields the update input type rejects (see #27730). """ -from collections.abc import AsyncGenerator, Callable +from collections.abc import AsyncGenerator, Callable, Mapping from contextlib import asynccontextmanager from dataclasses import dataclass from datetime import datetime @@ -43,6 +47,24 @@ class TeamSpendResetWrites: self.table.update(where={"team_id": team_id}, data={"spend": 0, "budget_reset_at": budget_reset_at}) +@dataclass(frozen=True, slots=True) +class LinkedSpendResetWrites: + table: BatchTable + + def queue_spend_zero(self, where: Mapping[str, object]) -> None: + self.table.update_many(where=where, data={"spend": 0}) + + +@dataclass(frozen=True, slots=True) +class BudgetWindowWrites: + table: BatchTable + + def queue_window_advance(self, budget_id: str, budget_reset_at: datetime) -> None: + """``update_many`` so a tier deleted between the read and the commit is a + no-op row count instead of a P2025 that aborts the whole chunk.""" + self.table.update_many(where={"budget_id": budget_id}, data={"budget_reset_at": budget_reset_at}) + + @dataclass(frozen=True, slots=True) class SpendResetUnitOfWork: keys: KeySpendResetWrites @@ -50,6 +72,23 @@ class SpendResetUnitOfWork: teams: TeamSpendResetWrites +@dataclass(frozen=True, slots=True) +class BudgetCascadeUnitOfWork: + """Every write a budget-tier reset performs, bound to one batch. + + The dependent spend rows and the budget rows' ``budget_reset_at`` advance + must land together: advancing the window without zeroing the spend it + gates leaves the dependents pinned at their cap until the next window. + """ + + team_memberships: LinkedSpendResetWrites + keys: LinkedSpendResetWrites + organizations: LinkedSpendResetWrites + tags: LinkedSpendResetWrites + endusers: LinkedSpendResetWrites + budgets: BudgetWindowWrites + + @asynccontextmanager async def spend_reset_unit_of_work(new_batch: Callable[[], PrismaBatch]) -> AsyncGenerator[SpendResetUnitOfWork, None]: batch = new_batch() @@ -59,3 +98,19 @@ async def spend_reset_unit_of_work(new_batch: Callable[[], PrismaBatch]) -> Asyn teams=TeamSpendResetWrites(table=batch.litellm_teamtable), ) await batch.commit() + + +@asynccontextmanager +async def budget_cascade_unit_of_work( + new_batch: Callable[[], PrismaBatch], +) -> AsyncGenerator[BudgetCascadeUnitOfWork, None]: + batch = new_batch() + yield BudgetCascadeUnitOfWork( + team_memberships=LinkedSpendResetWrites(table=batch.litellm_teammembership), + keys=LinkedSpendResetWrites(table=batch.litellm_verificationtoken), + organizations=LinkedSpendResetWrites(table=batch.litellm_organizationtable), + tags=LinkedSpendResetWrites(table=batch.litellm_tagtable), + endusers=LinkedSpendResetWrites(table=batch.litellm_endusertable), + budgets=BudgetWindowWrites(table=batch.litellm_budgettable), + ) + await batch.commit() diff --git a/ruff-strict-budget.json b/ruff-strict-budget.json index 4d1e73aab2d..da0f608fdb5 100644 --- a/ruff-strict-budget.json +++ b/ruff-strict-budget.json @@ -9,10 +9,10 @@ "limit": 832 }, "ANN201": { - "limit": 2031 + "limit": 2023 }, "ANN202": { - "limit": 861 + "limit": 860 }, "ANN204": { "limit": 713 @@ -237,13 +237,13 @@ "limit": 1226 }, "TRY002": { - "limit": 528 + "limit": 524 }, "TRY004": { "limit": 96 }, "TRY201": { - "limit": 407 + "limit": 405 }, "TRY203": { "limit": 113 diff --git a/tests/litellm_utils_tests/test_proxy_budget_reset.py b/tests/litellm_utils_tests/test_proxy_budget_reset.py index 00d5380b2f4..b13b7342c25 100644 --- a/tests/litellm_utils_tests/test_proxy_budget_reset.py +++ b/tests/litellm_utils_tests/test_proxy_budget_reset.py @@ -44,39 +44,87 @@ def _attrify(d: dict): return _AttrDict(d) -def _wire_batcher_for_test(prisma_client): +def _wire_batcher_for_test(prisma_client, fail_commit=False): """ Wire prisma_client.db.batch_() to return a mock batcher whose .commit() is - awaitable and whose per-table .update() calls get captured. The reset job - writes key/user/team resets via prisma.db.batch_()..update — not via - prisma_client.update_data — so tests must let that batch path complete. + awaitable and whose per-table .update()/.update_many() calls get captured. + The reset job writes every reset through prisma.db.batch_() — key/user/team + rows one by one, and the budget tier's cascade as a single transaction — so + tests must let that batch path complete. - Returns the list that will accumulate {table, where, data} dicts from - each captured update call. + Only committed batches contribute to the returned list, mirroring prisma: + with fail_commit=True the transaction blows up and must persist nothing. + + Returns the list that will accumulate {table, op, where, data} dicts from + each captured write. """ batch_calls = [] def make_batcher(): + queued = [] + class _Table: def __init__(self, table_name): self._table_name = table_name def update(self, where=None, data=None): - batch_calls.append( - {"table": self._table_name, "where": where, "data": data} + queued.append( + { + "table": self._table_name, + "op": "update", + "where": where, + "data": data, + } ) + def update_many(self, where=None, data=None): + queued.append( + { + "table": self._table_name, + "op": "update_many", + "where": where, + "data": data, + } + ) + + async def commit(): + if fail_commit: + raise RuntimeError("simulated Postgres failure committing the batch") + batch_calls.extend(queued) + batcher = MagicMock() batcher.litellm_verificationtoken = _Table("key") batcher.litellm_usertable = _Table("user") batcher.litellm_teamtable = _Table("team") - batcher.commit = AsyncMock(return_value=None) + batcher.litellm_budgettable = _Table("budget") + batcher.litellm_teammembership = _Table("team_membership") + batcher.litellm_organizationtable = _Table("org") + batcher.litellm_tagtable = _Table("tag") + batcher.litellm_endusertable = _Table("enduser") + batcher.commit = commit return batcher prisma_client.db.batch_ = MagicMock(side_effect=make_batcher) return batch_calls +def _wire_cascade_reads_for_test(prisma_client): + """ + The budget tier's cascade reads the rows it is about to zero, so their + spend counters can be invalidated after the commit. Give each of those + tables an awaitable find_many so the reads resolve instead of falling into + the job's warn-and-continue path. + """ + for table in ( + "litellm_teammembership", + "litellm_verificationtoken", + "litellm_organizationtable", + "litellm_tagtable", + "litellm_endusertable", + ): + getattr(prisma_client.db, table).find_many = AsyncMock(return_value=[]) + + @pytest.mark.asyncio async def test_reset_budget_keys_partial_failure(): """ @@ -250,41 +298,18 @@ async def test_reset_budget_users_partial_failure(): @pytest.mark.asyncio -async def test_reset_budget_endusers_partial_failure(): +async def test_reset_budget_endusers_cascade_failure_is_all_or_nothing(): """ - Test that if one enduser fails to reset, the reset loop still processes the other endusers. - We simulate six endsers where the first fails and the others are updated. + A failure anywhere in the budget-tier cascade must persist nothing, so the + tier stays due and the next scheduler tick retries it. Before the fix the + job committed the new budget_reset_at first and zeroed the dependent spend + afterwards, so a failure here left the tier stamped for the next window + while every end user stayed at the cap. """ - user1 = { - "user_id": "user1", - "spend": 20.0, - "budget_id": "budget1", - } # Will trigger simulated failure - user2 = { - "user_id": "user2", - "spend": 25.0, - "budget_id": "budget1", - } # Should be updated - user3 = { - "user_id": "user3", - "spend": 30.0, - "budget_id": "budget1", - } # Should be updated - user4 = { - "user_id": "user4", - "spend": 35.0, - "budget_id": "budget1", - } # Should be updated - user5 = { - "user_id": "user5", - "spend": 40.0, - "budget_id": "budget1", - } # Should be updated - user6 = { - "user_id": "user6", - "spend": 45.0, - "budget_id": "budget1", - } # Should be updated + endusers = [ + _attrify({"user_id": f"user{i}", "spend": 20.0 + i, "budget_id": "budget1"}) + for i in range(1, 7) + ] budget1 = LiteLLM_BudgetTableFull( **{ @@ -301,23 +326,13 @@ async def test_reset_budget_endusers_partial_failure(): if table_name == "budget": return [budget1] elif table_name == "enduser": - return [user1, user2, user3, user4, user5, user6] + return endusers return [] prisma_client.get_data = AsyncMock() prisma_client.get_data.side_effect = get_data_mock - prisma_client.update_data = AsyncMock() - # Mock db.litellm_verificationtoken.update_many (used by reset_budget_for_keys_linked_to_budgets) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_organizationtable.update_many (used by reset_budget_for_orgs_linked_to_budgets) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_tagtable.update_many (used by reset_budget_for_tags_linked_to_budgets) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 0}) + batch_calls = _wire_batcher_for_test(prisma_client, fail_commit=True) proxy_logging_obj = MagicMock() proxy_logging_obj.service_logging_obj = MagicMock() @@ -326,41 +341,13 @@ async def test_reset_budget_endusers_partial_failure(): job = ResetBudgetJob(proxy_logging_obj, prisma_client) - async def fake_reset_enduser(enduser): - if enduser["user_id"] == "user1": - raise Exception("Simulated failure for user1") - enduser["spend"] = 0.0 - return enduser + await job.reset_budget_for_litellm_budget_table() + await asyncio.sleep(0.1) - async def fake_reset_team_members(budgets_to_reset): - return 1 - - with ( - patch.object( - ResetBudgetJob, - "_reset_budget_for_enduser", - side_effect=fake_reset_enduser, - ) as mock_reset_enduser, - patch.object( - ResetBudgetJob, - "reset_budget_for_litellm_team_members", - side_effect=fake_reset_team_members, - ) as mock_reset_team_members, - ): - await job.reset_budget_for_litellm_budget_table() - await asyncio.sleep(0.1) - - assert mock_reset_enduser.call_count == 6 - assert prisma_client.update_data.await_count == 2 - update_call = prisma_client.update_data.call_args - assert update_call.kwargs.get("table_name") == "enduser" - updated_users = update_call.kwargs.get("data_list", []) - assert len(updated_users) == 5 - assert updated_users[0]["user_id"] == "user2" - assert updated_users[1]["user_id"] == "user3" - assert updated_users[2]["user_id"] == "user4" - assert updated_users[3]["user_id"] == "user5" - assert updated_users[4]["user_id"] == "user6" + assert batch_calls == [], "a failed cascade must not persist any write" + assert ( + prisma_client.update_data.await_count == 0 + ), "budget_reset_at must not be advanced outside the cascade transaction" failure_hook_calls = ( proxy_logging_obj.service_logging_obj.async_service_failure_hook.call_args_list @@ -369,6 +356,66 @@ async def test_reset_budget_endusers_partial_failure(): call.kwargs.get("call_type") == "reset_budget_endusers" for call in failure_hook_calls ) + proxy_logging_obj.service_logging_obj.async_service_success_hook.assert_not_called() + + +@pytest.mark.asyncio +async def test_reset_budget_endusers_are_zeroed_with_the_budget_window_advance(): + """ + The happy path: every end user the tier gates is zeroed and the tier's + budget_reset_at advances, all inside one transaction. + """ + endusers = [ + _attrify({"user_id": f"user{i}", "spend": 20.0 + i, "budget_id": "budget1"}) + for i in range(1, 7) + ] + + budget1 = LiteLLM_BudgetTableFull( + **{ + "budget_id": "budget1", + "max_budget": 65.0, + "budget_duration": "2d", + "created_at": datetime.now(timezone.utc) - timedelta(days=3), + } + ) + + prisma_client = MagicMock() + + async def get_data_mock(table_name, *args, **kwargs): + if table_name == "budget": + return [budget1] + elif table_name == "enduser": + return endusers + return [] + + prisma_client.get_data = AsyncMock() + prisma_client.get_data.side_effect = get_data_mock + prisma_client.update_data = AsyncMock() + batch_calls = _wire_batcher_for_test(prisma_client) + + proxy_logging_obj = MagicMock() + proxy_logging_obj.service_logging_obj = MagicMock() + proxy_logging_obj.service_logging_obj.async_service_success_hook = AsyncMock() + proxy_logging_obj.service_logging_obj.async_service_failure_hook = AsyncMock() + + job = ResetBudgetJob(proxy_logging_obj, prisma_client) + + await job.reset_budget_for_litellm_budget_table() + await asyncio.sleep(0.1) + + assert prisma_client.db.batch_.call_count == 1, "the cascade must be one transaction" + + enduser_writes = [c for c in batch_calls if c["table"] == "enduser"] + assert len(enduser_writes) == 1 + assert enduser_writes[0]["where"]["user_id"]["in"] == [f"user{i}" for i in range(1, 7)] + assert enduser_writes[0]["data"] == {"spend": 0} + + budget_writes = [c for c in batch_calls if c["table"] == "budget"] + assert len(budget_writes) == 1 + assert budget_writes[0]["where"] == {"budget_id": "budget1"} + assert budget_writes[0]["data"]["budget_reset_at"] > datetime.now(timezone.utc) + + proxy_logging_obj.service_logging_obj.async_service_failure_hook.assert_not_called() @pytest.mark.asyncio @@ -500,16 +547,8 @@ async def test_reset_budget_continues_other_categories_on_failure(): key1, key2 = _attrify(key1), _attrify(key2) user1, user2 = _attrify(user1), _attrify(user2) team1, team2 = _attrify(team1), _attrify(team2) - # Mock db.litellm_verificationtoken.update_many (used by reset_budget_for_keys_linked_to_budgets) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_organizationtable.update_many (used by reset_budget_for_orgs_linked_to_budgets) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_tagtable.update_many (used by reset_budget_for_tags_linked_to_budgets) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 0}) + enduser1 = _attrify(enduser1) + _wire_cascade_reads_for_test(prisma_client) proxy_logging_obj = MagicMock() proxy_logging_obj.service_logging_obj = MagicMock() @@ -541,13 +580,6 @@ async def test_reset_budget_continues_other_categories_on_failure(): ).isoformat() return team - async def fake_reset_enduser(enduser): - enduser["spend"] = 0.0 - return enduser - - async def fake_reset_team_members(budgets_to_reset): - return 1 - with ( patch.object( ResetBudgetJob, "_reset_budget_for_key", side_effect=fake_reset_key @@ -558,14 +590,6 @@ async def test_reset_budget_continues_other_categories_on_failure(): patch.object( ResetBudgetJob, "_reset_budget_for_team", side_effect=fake_reset_team ) as mock_reset_team, - patch.object( - ResetBudgetJob, "_reset_budget_for_enduser", side_effect=fake_reset_enduser - ) as mock_reset_enduser, - patch.object( - ResetBudgetJob, - "reset_budget_for_litellm_team_members", - side_effect=fake_reset_team_members, - ) as mock_reset_team_members, ): # Call the overall reset_budget method. await job.reset_budget() @@ -575,29 +599,22 @@ async def test_reset_budget_continues_other_categories_on_failure(): called_tables = { call.kwargs.get("table_name") for call in prisma_client.get_data.await_args_list } - if mock_reset_team_members.call_count > 0: - called_tables.add("team_membership") - assert called_tables == { - "key", - "user", - "team", - "budget", - "enduser", - "team_membership", - } + assert called_tables == {"key", "user", "team", "budget", "enduser"} - # After the fix, keys/users/teams write via prisma.db.batch_().
.update, - # so only budget + enduser still go through update_data. - calls = prisma_client.update_data.await_args_list - update_data_tables = [c.kwargs.get("table_name") for c in calls] - assert sorted(update_data_tables) == ["budget", "enduser"] + # Every category writes through the batch path now, so update_data is unused. + prisma_client.update_data.assert_not_awaited() - # Check enduser update: enduser succeed. - enduser_call = next(c for c in calls if c.kwargs.get("table_name") == "enduser") - assert len(enduser_call.kwargs.get("data_list", [])) == 1 + # The budget tier's cascade still ran despite the failing user category. + assert len([c for c in batch_calls if c["table"] == "team_membership"]) == 1 + enduser_writes = [c for c in batch_calls if c["table"] == "enduser"] + assert len(enduser_writes) == 1 + assert enduser_writes[0]["where"] == {"user_id": {"in": ["user1"]}} + assert enduser_writes[0]["data"] == {"spend": 0} # Check the new batch write path: 2 keys + 1 user (user1 failed) + 2 teams. - key_writes = [c for c in batch_calls if c["table"] == "key"] + # `op` separates the per-row resets from the cascade sweep, which also + # targets the key table. + key_writes = [c for c in batch_calls if c["table"] == "key" and c["op"] == "update"] user_writes = [c for c in batch_calls if c["table"] == "user"] team_writes = [c for c in batch_calls if c["table"] == "team"] assert len(key_writes) == 2 @@ -974,12 +991,12 @@ async def test_service_logger_teams_failure(): @pytest.mark.asyncio async def test_service_logger_endusers_success(): """ - Test that when resetting endusers succeeds the service logger success hook is called with - the correct metadata and no exception is logged. + Test that when the budget-tier cascade commits, the service logger success + hook is called with the correct metadata and no exception is logged. """ endusers = [ - {"user_id": "user1", "spend": 25.0, "budget_id": "budget1"}, - {"user_id": "user2", "spend": 25.0, "budget_id": "budget1"}, + _attrify({"user_id": "user1", "spend": 25.0, "budget_id": "budget1"}), + _attrify({"user_id": "user2", "spend": 25.0, "budget_id": "budget1"}), ] budgets = [ LiteLLM_BudgetTableFull( @@ -1002,16 +1019,8 @@ async def test_service_logger_endusers_success(): prisma_client = MagicMock() prisma_client.get_data = AsyncMock(side_effect=fake_get_data) prisma_client.update_data = AsyncMock() - # Mock db.litellm_verificationtoken.update_many (used by reset_budget_for_keys_linked_to_budgets) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_organizationtable.update_many (used by reset_budget_for_orgs_linked_to_budgets) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_tagtable.update_many (used by reset_budget_for_tags_linked_to_budgets) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 0}) + batch_calls = _wire_batcher_for_test(prisma_client) + _wire_cascade_reads_for_test(prisma_client) proxy_logging_obj = MagicMock() proxy_logging_obj.service_logging_obj = MagicMock() @@ -1020,31 +1029,16 @@ async def test_service_logger_endusers_success(): job = ResetBudgetJob(proxy_logging_obj, prisma_client) - async def fake_reset_enduser(enduser): - enduser["spend"] = 0.0 - return enduser + with patch( + "litellm.proxy.common_utils.reset_budget_job.verbose_proxy_logger.exception" + ) as mock_verbose_exc: + await job.reset_budget_for_litellm_budget_table() + await asyncio.sleep(0.1) + mock_verbose_exc.assert_not_called() - async def fake_reset_team_members(budgets_to_reset): - return 1 - - with ( - patch.object( - ResetBudgetJob, - "_reset_budget_for_enduser", - side_effect=fake_reset_enduser, - ) as mock_reset_enduser, - patch.object( - ResetBudgetJob, - "reset_budget_for_litellm_team_members", - side_effect=fake_reset_team_members, - ) as mock_reset_team_members, - ): - with patch( - "litellm.proxy.common_utils.reset_budget_job.verbose_proxy_logger.exception" - ) as mock_verbose_exc: - await job.reset_budget_for_litellm_budget_table() - await asyncio.sleep(0.1) - mock_verbose_exc.assert_not_called() + enduser_writes = [c for c in batch_calls if c["table"] == "enduser"] + assert len(enduser_writes) == 1 + assert enduser_writes[0]["where"] == {"user_id": {"in": ["user1", "user2"]}} proxy_logging_obj.service_logging_obj.async_service_success_hook.assert_called_once() ( @@ -1062,12 +1056,12 @@ async def test_service_logger_endusers_success(): @pytest.mark.asyncio async def test_service_logger_endusers_failure(): """ - Test that a failure during enduser reset calls the failure hook with appropriate metadata, - logs the exception, and does not call the success hook. + Test that a failed cascade calls the failure hook with the rows it had + found, logs the exception, and does not call the success hook. """ endusers = [ - {"user_id": "user1", "spend": 25.0, "budget_id": "budget1"}, - {"user_id": "user2", "spend": 25.0, "budget_id": "budget1"}, + _attrify({"user_id": "user1", "spend": 25.0, "budget_id": "budget1"}), + _attrify({"user_id": "user2", "spend": 25.0, "budget_id": "budget1"}), ] budgets = [ LiteLLM_BudgetTableFull( @@ -1090,16 +1084,8 @@ async def test_service_logger_endusers_failure(): prisma_client = MagicMock() prisma_client.get_data = AsyncMock(side_effect=fake_get_data) prisma_client.update_data = AsyncMock() - # Mock db.litellm_verificationtoken.update_many (used by reset_budget_for_keys_linked_to_budgets) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_organizationtable.update_many (used by reset_budget_for_orgs_linked_to_budgets) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock( - return_value={"count": 0} - ) - # Mock db.litellm_tagtable.update_many (used by reset_budget_for_tags_linked_to_budgets) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 0}) + _wire_batcher_for_test(prisma_client, fail_commit=True) + _wire_cascade_reads_for_test(prisma_client) proxy_logging_obj = MagicMock() proxy_logging_obj.service_logging_obj = MagicMock() @@ -1108,39 +1094,16 @@ async def test_service_logger_endusers_failure(): job = ResetBudgetJob(proxy_logging_obj, prisma_client) - async def fake_reset_enduser(enduser): - if enduser["user_id"] == "user1": - raise Exception("Simulated failure for user1") - enduser["spend"] = 0.0 - return enduser - - async def fake_reset_team_members(budgets_to_reset): - return 1 - - with ( - patch.object( - ResetBudgetJob, - "_reset_budget_for_enduser", - side_effect=fake_reset_enduser, - ) as mock_reset_enduser, - patch.object( - ResetBudgetJob, - "reset_budget_for_litellm_team_members", - side_effect=fake_reset_team_members, - ) as mock_reset_team_members, - ): - with patch( - "litellm.proxy.common_utils.reset_budget_job.verbose_proxy_logger.exception" - ) as mock_verbose_exc: - await job.reset_budget_for_litellm_budget_table() - await asyncio.sleep(0.1) - # Verify exception logging - assert mock_verbose_exc.call_count >= 1 - # Verify exception was logged with correct message - assert any( - "Failed to reset budget for enduser" in str(call.args) - for call in mock_verbose_exc.call_args_list - ) + with patch( + "litellm.proxy.common_utils.reset_budget_job.verbose_proxy_logger.exception" + ) as mock_verbose_exc: + await job.reset_budget_for_litellm_budget_table() + await asyncio.sleep(0.1) + # The log must name the whole cascade, not just end users: the write + # that failed could have been any of team member / enduser / org / tag + # spend or the budget_reset_at advance. + assert mock_verbose_exc.call_count == 1 + assert "budget table cascade" in str(mock_verbose_exc.call_args.args[0]) proxy_logging_obj.service_logging_obj.async_service_failure_hook.assert_called_once() ( @@ -1158,8 +1121,8 @@ async def test_service_logger_endusers_failure(): @pytest.mark.asyncio async def test_reset_budget_for_litellm_team_members_called(): """ - Test that when reset_budget_for_litellm_budget_table is called, - team members' budgets are also reset via reset_budget_for_litellm_team_members + Test that when reset_budget_for_litellm_budget_table is called, team + members' spend is zeroed as part of the cascade transaction. """ # Arrange budget1 = LiteLLM_BudgetTableFull( @@ -1171,7 +1134,7 @@ async def test_reset_budget_for_litellm_team_members_called(): } ) - enduser1 = {"user_id": "user1", "spend": 25.0, "budget_id": "budget1"} + enduser1 = _attrify({"user_id": "user1", "spend": 25.0, "budget_id": "budget1"}) prisma_client = MagicMock() @@ -1184,20 +1147,9 @@ async def test_reset_budget_for_litellm_team_members_called(): prisma_client.get_data = AsyncMock(side_effect=fake_get_data) prisma_client.update_data = AsyncMock() - - # Mock the db.litellm_teammembership.update_many call prisma_client.db = MagicMock() - prisma_client.db.litellm_teammembership = MagicMock() - prisma_client.db.litellm_teammembership.update_many = AsyncMock( - return_value={"count": 2} - ) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock( - return_value={"count": 0} - ) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock( - return_value={"count": 0} - ) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 0}) + batch_calls = _wire_batcher_for_test(prisma_client) + _wire_cascade_reads_for_test(prisma_client) proxy_logging_obj = MagicMock() proxy_logging_obj.service_logging_obj = MagicMock() @@ -1206,23 +1158,11 @@ async def test_reset_budget_for_litellm_team_members_called(): job = ResetBudgetJob(proxy_logging_obj, prisma_client) - async def fake_reset_enduser(enduser): - enduser["spend"] = 0.0 - return enduser - - with patch.object( - ResetBudgetJob, - "_reset_budget_for_enduser", - side_effect=fake_reset_enduser, - ): - # Act - await job.reset_budget_for_litellm_budget_table() + # Act + await job.reset_budget_for_litellm_budget_table() # Assert - # Verify that the team membership update was called - prisma_client.db.litellm_teammembership.update_many.assert_called_once() - - # Verify the call was made with correct parameters - call_args = prisma_client.db.litellm_teammembership.update_many.call_args - assert call_args.kwargs["where"]["budget_id"]["in"] == ["budget1"] - assert call_args.kwargs["data"]["spend"] == 0 + team_member_writes = [c for c in batch_calls if c["table"] == "team_membership"] + assert len(team_member_writes) == 1 + assert team_member_writes[0]["where"]["budget_id"]["in"] == ["budget1"] + assert team_member_writes[0]["data"] == {"spend": 0} diff --git a/tests/test_litellm/proxy/common_utils/test_reset_budget_job.py b/tests/test_litellm/proxy/common_utils/test_reset_budget_job.py index 616ad8a0981..608dc8cb5c8 100644 --- a/tests/test_litellm/proxy/common_utils/test_reset_budget_job.py +++ b/tests/test_litellm/proxy/common_utils/test_reset_budget_job.py @@ -2,7 +2,6 @@ import asyncio import json import os import sys -import time import types from datetime import datetime, timedelta, timezone from datetime import time as dt_time @@ -13,33 +12,19 @@ import pytest sys.path.insert(0, os.path.abspath("../../..")) # Adds the parent directory to the system path -from litellm._logging import verbose_proxy_logger from litellm.proxy._types import LiteLLM_VerificationToken +from litellm.proxy.common_utils import reset_budget_job as reset_budget_job_module from litellm.proxy.common_utils.reset_budget_job import ResetBudgetJob from litellm.proxy.common_utils.timezone_utils import BudgetResetSettings -from litellm.proxy.utils import ProxyLogging # Mock classes for testing -class MockLiteLLMTeamMembership: - async def update_many(self, where: Dict[str, Any], data: Dict[str, Any]) -> Dict[str, Any]: - # Mock the update_many method for litellm_teammembership - return {"count": 1} +class MockTable: + """A single prisma table: records reads/writes and replays canned rows.""" - -class MockLiteLLMVerificationToken: def __init__(self): - self.update_many_calls: List[Dict[str, Any]] = [] - - async def update_many(self, where: Dict[str, Any], data: Dict[str, Any]) -> Dict[str, Any]: - self.update_many_calls.append({"where": where, "data": data}) - return {"count": 1} - - -class MockLiteLLMOrganizationTable: - def __init__(self): - self.update_many_calls: List[Dict[str, Any]] = [] self.find_many_calls: List[Dict[str, Any]] = [] + self.update_many_calls: List[Dict[str, Any]] = [] self._find_many_results: List[Any] = [] def set_find_many_results(self, results: List[Any]): @@ -54,43 +39,12 @@ class MockLiteLLMOrganizationTable: return {"count": 1} -class MockLiteLLMTagTable: - def __init__(self): - self.update_many_calls: List[Dict[str, Any]] = [] - self.find_many_calls: List[Dict[str, Any]] = [] - self._find_many_results: List[Any] = [] - - def set_find_many_results(self, results: List[Any]): - self._find_many_results = results - - async def find_many(self, where: Dict[str, Any]) -> List[Any]: - self.find_many_calls.append({"where": where}) - return self._find_many_results - - async def update_many(self, where: Dict[str, Any], data: Dict[str, Any]) -> Dict[str, Any]: - self.update_many_calls.append({"where": where, "data": data}) - return {"count": 1} - - -class MockLiteLLMEndUserTable: - def __init__(self): - self.find_many_calls: List[Dict[str, Any]] = [] - self._find_many_results: List[Any] = [] - - def set_find_many_results(self, results: List[Any]): - self._find_many_results = results - - async def find_many(self, where: Dict[str, Any]) -> List[Any]: - self.find_many_calls.append({"where": where}) - return self._find_many_results - - class MockBatcher: - """Captures per-row update calls and exposes them after commit(). + """Captures the writes queued on one `db.batch_()` and whether it committed. - Mirrors prisma's `db.batch_()` ergonomics enough that the reset job's - narrow-write helpers (`_write_key_reset_updates` et al) can run against - the mock and the test can assert on what would have been written. + Mirrors prisma's batch ergonomics enough that the reset job's write helpers + can run against the mock, and keeps `committed` so tests can prove a failed + cascade persisted nothing. """ def __init__(self): @@ -102,12 +56,23 @@ class MockBatcher: _self._table_name = table_name _self._outer = outer + def _record(_self, op, where, data): + _self._outer.calls.append({"table": _self._table_name, "op": op, "where": where, "data": data}) + def update(_self, where, data): - _self._outer.calls.append({"table": _self._table_name, "where": where, "data": data}) + _self._record("update", where, data) + + def update_many(_self, where, data): + _self._record("update_many", where, data) self.litellm_verificationtoken = _Table("key", self) self.litellm_usertable = _Table("user", self) self.litellm_teamtable = _Table("team", self) + self.litellm_budgettable = _Table("budget", self) + self.litellm_teammembership = _Table("team_membership", self) + self.litellm_organizationtable = _Table("org", self) + self.litellm_tagtable = _Table("tag", self) + self.litellm_endusertable = _Table("enduser", self) async def commit(self): self.committed = True @@ -116,16 +81,20 @@ class MockBatcher: class MockDB: def __init__(self): - self.litellm_teammembership = MockLiteLLMTeamMembership() - self.litellm_verificationtoken = MockLiteLLMVerificationToken() - self.litellm_endusertable = MockLiteLLMEndUserTable() - self.litellm_organizationtable = MockLiteLLMOrganizationTable() - self.litellm_tagtable = MockLiteLLMTagTable() + self.litellm_teammembership = MockTable() + self.litellm_verificationtoken = MockTable() + self.litellm_endusertable = MockTable() + self.litellm_organizationtable = MockTable() + self.litellm_tagtable = MockTable() self.batch_calls: List[Dict[str, Any]] = [] + self.batchers: List[MockBatcher] = [] def batch_(self): batcher = MockBatcher() - # Aggregate calls across all batches so tests can assert on cumulative writes. + self.batchers.append(batcher) + # Aggregate calls across all batches so tests can assert on cumulative + # writes. Only committed batches contribute: an abandoned batch writes + # nothing, exactly as prisma behaves. original_commit = batcher.commit async def _record_and_commit(): @@ -152,9 +121,11 @@ class MockPrismaClient: "budget": [], "enduser": [], } + self.get_data_calls: List[Dict[str, Any]] = [] self.db = MockDB() async def get_data(self, table_name, query_type, **kwargs): + self.get_data_calls.append({"table_name": table_name, "query_type": query_type, **kwargs}) data = self.data.get(table_name, []) # Handle specific filtering for budget table queries @@ -218,6 +189,39 @@ async def run_async_test(coro): return await coro +_ALREADY_EXPIRED = object() + + +def _budget_row( + budget_id: str = "test-budget-1", + budget_duration: Any = "7d", + budget_reset_at: Any = _ALREADY_EXPIRED, + max_budget: float = 10.0, +): + """An expiring budget tier, shaped like the rows get_data() hands back.""" + now = datetime.now(timezone.utc) + return type( + "LiteLLM_BudgetTableFull", + (), + { + "max_budget": max_budget, + "budget_duration": budget_duration, + "budget_reset_at": (now - timedelta(hours=1) if budget_reset_at is _ALREADY_EXPIRED else budget_reset_at), + "budget_id": budget_id, + "created_at": now - timedelta(days=30), + }, + ) + + +def _batch_writes(mock_prisma_client, table: str, op: str | None = None) -> List[Dict[str, Any]]: + """Writes that were committed to the DB, optionally narrowed to one op.""" + return [ + call + for call in mock_prisma_client.db.batch_calls + if call["table"] == table and (op is None or call["op"] == op) + ] + + # Tests def test_write_key_reset_updates_skips_none_token_and_still_writes_the_rest(reset_budget_job, mock_prisma_client): """A key with token=None must be skipped, not queued as where={"token": None}. @@ -234,10 +238,10 @@ def test_write_key_reset_updates_skips_none_token_and_still_writes_the_rest(rese asyncio.run(reset_budget_job._write_key_reset_updates(updated_keys=keys)) - key_writes = [c for c in mock_prisma_client.db.batch_calls if c["table"] == "key"] - assert key_writes == [ + assert _batch_writes(mock_prisma_client, "key") == [ { "table": "key", + "op": "update", "where": {"token": "tok-ok"}, "data": {"spend": 0, "budget_reset_at": reset_at}, } @@ -369,18 +373,9 @@ def test_reset_budget_for_team(reset_budget_job, mock_prisma_client): def test_reset_budget_for_enduser(reset_budget_job, mock_prisma_client): - # Setup test data + """End-user spend is zeroed and the tier's window advances, in one batch.""" now = datetime.now(timezone.utc) - test_budget = type( - "LiteLLM_BudgetTable", - (), - { - "max_budget": 500.0, - "budget_duration": "1d", - "budget_reset_at": now, - "budget_id": "test-budget-1", - }, - ) + test_budget = _budget_row(budget_id="test-budget-1", budget_duration="1d", budget_reset_at=now) test_enduser = type( "LiteLLM_EndUserTable", @@ -395,16 +390,22 @@ def test_reset_budget_for_enduser(reset_budget_job, mock_prisma_client): mock_prisma_client.data["budget"] = [test_budget] mock_prisma_client.data["enduser"] = [test_enduser] - # Run the test asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - # Verify results - assert len(mock_prisma_client.updated_data["enduser"]) == 1 - assert len(mock_prisma_client.updated_data["budget"]) == 1 - updated_enduser = mock_prisma_client.updated_data["enduser"][0] - updated_budget = mock_prisma_client.updated_data["budget"][0] - assert updated_enduser.spend == 0.0 - assert updated_budget.budget_reset_at > now + assert _batch_writes(mock_prisma_client, "enduser") == [ + { + "table": "enduser", + "op": "update_many", + "where": {"user_id": {"in": ["test-enduser-1"]}}, + "data": {"spend": 0}, + } + ] + + budget_writes = _batch_writes(mock_prisma_client, "budget") + assert len(budget_writes) == 1 + assert budget_writes[0]["where"] == {"budget_id": "test-budget-1"} + assert budget_writes[0]["data"]["budget_reset_at"] > now + assert set(budget_writes[0]["data"].keys()) == {"budget_reset_at"} def test_reset_budget_all(reset_budget_job, mock_prisma_client): @@ -485,190 +486,81 @@ def test_reset_budget_all(reset_budget_job, mock_prisma_client): ("user", {"user_id": "uid-all-1"}), ("team", {"team_id": "tid-all-1"}), ]: - writes = [c for c in mock_prisma_client.db.batch_calls if c["table"] == table_name] + writes = _batch_writes(mock_prisma_client, table_name, op="update") assert len(writes) == 1, f"expected 1 {table_name} write, got {len(writes)}" assert writes[0]["where"] == where assert writes[0]["data"]["spend"] == 0 assert set(writes[0]["data"].keys()) == {"spend", "budget_reset_at"} - # Enduser + budget rows still go through update_data (not narrowed; different path). - assert len(mock_prisma_client.updated_data["enduser"]) == 1 - assert len(mock_prisma_client.updated_data["budget"]) == 1 - assert mock_prisma_client.updated_data["enduser"][0].spend == 0.0 - - -def test_reset_budget_for_keys_linked_to_budgets(reset_budget_job, mock_prisma_client): - """ - Test that when a budget tier is reset, keys linked to that budget - (via budget_id) that don't have their own budget_duration also get - their spend reset. - - This covers the case where keys were created with budget_id but - budget_duration was not inherited to the key (pre-fix keys). - """ - from litellm.proxy._types import LiteLLM_BudgetTableFull - - now = datetime.now(timezone.utc) - - # Create a budget tier that is due for reset - test_budget = type( - "LiteLLM_BudgetTableFull", - (), + # The budget tier's cascade rides the same batch machinery. + assert _batch_writes(mock_prisma_client, "enduser") == [ { - "max_budget": 10.0, - "budget_duration": "7d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "7d-budget-tier", - "created_at": now - timedelta(days=7), + "table": "enduser", + "op": "update_many", + "where": {"user_id": {"in": ["test-enduser-1"]}}, + "data": {"spend": 0}, + } + ] + assert len(_batch_writes(mock_prisma_client, "budget")) == 1 + + +_LINKED_TABLE_CASES = [ + ("team_membership", {"budget_id": {"in": ["7d-budget-tier"]}}), + ( + "key", + { + "budget_id": {"in": ["7d-budget-tier"]}, + "budget_duration": None, + "spend": {"gt": 0}, }, - ) - - budgets_to_reset = [test_budget] - - # Run the method - asyncio.run(reset_budget_job.reset_budget_for_keys_linked_to_budgets(budgets_to_reset=budgets_to_reset)) - - # Verify that update_many was called on litellm_verificationtoken - calls = mock_prisma_client.db.litellm_verificationtoken.update_many_calls - assert len(calls) == 1, f"Expected 1 update_many call, got {len(calls)}" - - # Verify the where clause filters by budget_id and null budget_duration - call = calls[0] - assert call["where"]["budget_id"] == {"in": ["7d-budget-tier"]} - assert call["where"]["budget_duration"] is None - - # Verify spend is reset to 0 - assert call["data"]["spend"] == 0 + ), + ("org", {"budget_id": {"in": ["7d-budget-tier"]}, "spend": {"gt": 0}}), + ("tag", {"budget_id": {"in": ["7d-budget-tier"]}, "spend": {"gt": 0}}), +] -def test_reset_budget_for_keys_linked_to_budgets_excludes_keys_with_own_budget_duration( - reset_budget_job, mock_prisma_client +@pytest.mark.parametrize( + "table, expected_where", + _LINKED_TABLE_CASES, + ids=[case[0] for case in _LINKED_TABLE_CASES], +) +def test_budget_table_reset_zeroes_spend_on_every_linked_table( + reset_budget_job, mock_prisma_client, table, expected_where ): + """One expiring tier zeroes spend on every row it gates. + + The filters carry real behavior: keys must be narrowed to + `budget_duration: None` so keys with their own reset schedule aren't + double-reset by reset_budget_for_litellm_keys(), and the payload must stay + exactly {"spend": 0} because `total_spend` is a lifetime counter a reset + may never touch. """ - Test that keys with BOTH budget_id AND budget_duration are excluded from - reset_budget_for_keys_linked_to_budgets. Such keys have their own reset - schedule and are handled only by reset_budget_for_litellm_keys(). The - budget_duration=None filter ensures they are NOT double-reset when the - linked budget tier expires. - """ - now = datetime.now(timezone.utc) + mock_prisma_client.data["budget"] = [_budget_row(budget_id="7d-budget-tier", budget_duration="7d")] - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "max_budget": 10.0, - "budget_duration": "7d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "7d-budget-tier", - "created_at": now - timedelta(days=7), - }, - ) + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - budgets_to_reset = [test_budget] - - asyncio.run(reset_budget_job.reset_budget_for_keys_linked_to_budgets(budgets_to_reset=budgets_to_reset)) - - calls = mock_prisma_client.db.litellm_verificationtoken.update_many_calls - assert len(calls) == 1 - call = calls[0] - - # Critical: budget_duration must be None so keys with their own budget_duration - # (e.g. key has budget_id="X" AND budget_duration=60) are excluded. - # Those keys are reset only by reset_budget_for_litellm_keys() - no double-reset. - assert call["where"]["budget_duration"] is None - assert call["where"]["budget_id"] == {"in": ["7d-budget-tier"]} + writes = _batch_writes(mock_prisma_client, table, op="update_many") + assert len(writes) == 1, f"expected exactly 1 {table} write, got {writes}" + assert writes[0]["where"] == expected_where + assert writes[0]["data"] == {"spend": 0} -def test_reset_budget_for_keys_linked_to_budgets_empty(reset_budget_job, mock_prisma_client): - """ - Test that when there are no budgets to reset, no update is performed - on the verification token table. - """ - # Run with empty list - asyncio.run(reset_budget_job.reset_budget_for_keys_linked_to_budgets(budgets_to_reset=[])) +def test_budget_table_reset_writes_nothing_when_no_budget_is_due(reset_budget_job, mock_prisma_client): + """Nothing due means no transaction is opened at all.""" + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - # Verify no update_many calls were made - calls = mock_prisma_client.db.litellm_verificationtoken.update_many_calls - assert len(calls) == 0 + assert mock_prisma_client.db.batchers == [] + assert mock_prisma_client.db.batch_calls == [] -def test_reset_budget_for_orgs_linked_to_budgets(reset_budget_job, mock_prisma_client): - """ - Test that when a budget tier is reset, orgs linked to that budget - (via budget_id) also get their spend reset. - """ - now = datetime.now(timezone.utc) +def _run_reset_at_fixed_now(job, fixed_now): + """Run the budget-table reset with `now` pinned for reset-time math.""" + from unittest.mock import patch - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "max_budget": 100.0, - "budget_duration": "30d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "30d-org-budget", - "created_at": now - timedelta(days=30), - }, - ) - - asyncio.run(reset_budget_job.reset_budget_for_orgs_linked_to_budgets(budgets_to_reset=[test_budget])) - - calls = mock_prisma_client.db.litellm_organizationtable.update_many_calls - assert len(calls) == 1 - call = calls[0] - assert call["where"]["budget_id"] == {"in": ["30d-org-budget"]} - assert call["where"]["spend"] == {"gt": 0} - assert call["data"]["spend"] == 0 - - -def test_reset_budget_for_orgs_linked_to_budgets_empty(reset_budget_job, mock_prisma_client): - """ - Test that when there are no budgets to reset, no update is performed - on the organization table. - """ - asyncio.run(reset_budget_job.reset_budget_for_orgs_linked_to_budgets(budgets_to_reset=[])) - calls = mock_prisma_client.db.litellm_organizationtable.update_many_calls - assert len(calls) == 0 - - -def test_reset_budget_for_tags_linked_to_budgets(reset_budget_job, mock_prisma_client): - """ - Test that when a budget tier is reset, tags linked to that budget - (via budget_id) also get their spend reset. - """ - now = datetime.now(timezone.utc) - - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "max_budget": 50.0, - "budget_duration": "30d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "30d-tag-budget", - "created_at": now - timedelta(days=30), - }, - ) - - asyncio.run(reset_budget_job.reset_budget_for_tags_linked_to_budgets(budgets_to_reset=[test_budget])) - - calls = mock_prisma_client.db.litellm_tagtable.update_many_calls - assert len(calls) == 1 - call = calls[0] - assert call["where"]["budget_id"] == {"in": ["30d-tag-budget"]} - assert call["where"]["spend"] == {"gt": 0} - assert call["data"]["spend"] == 0 - - -def test_reset_budget_for_tags_linked_to_budgets_empty(reset_budget_job, mock_prisma_client): - """ - Test that when there are no budgets to reset, no update is performed - on the tag table. - """ - asyncio.run(reset_budget_job.reset_budget_for_tags_linked_to_budgets(budgets_to_reset=[])) - calls = mock_prisma_client.db.litellm_tagtable.update_many_calls - assert len(calls) == 0 + with patch("litellm.proxy.common_utils.timezone_utils.datetime") as mock_dt: + mock_dt.now.return_value = fixed_now + mock_dt.side_effect = lambda *args, **kwargs: datetime(*args, **kwargs) + asyncio.run(job.reset_budget_for_litellm_budget_table()) @pytest.mark.parametrize( @@ -680,215 +572,70 @@ def test_reset_budget_for_tags_linked_to_budgets_empty(reset_budget_job, mock_pr ], ids=["30d-calendar-month", "1mo-calendar-month", "1d-next-midnight"], ) -def test_reset_budget_reset_at_date_calendar_aligned(budget_duration, expected_day, expected_month): - """ - Verify that _reset_budget_reset_at_date produces calendar-aligned reset - times (matching get_budget_reset_time), not sliding-window offsets. - """ - from unittest.mock import patch - - # Fix "now" to 2023-06-15 10:30:00 UTC for deterministic results +def test_budget_reset_at_written_is_calendar_aligned( + reset_budget_job, mock_prisma_client, budget_duration, expected_day, expected_month +): + """The advanced budget_reset_at is calendar-aligned, not a sliding + now + duration offset.""" fixed_now = datetime(2023, 6, 15, 10, 30, 0, tzinfo=timezone.utc) + mock_prisma_client.data["budget"] = [ + _budget_row( + budget_id="test-budget", + budget_duration=budget_duration, + budget_reset_at=fixed_now - timedelta(hours=1), + ) + ] - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "budget_duration": budget_duration, - "budget_reset_at": fixed_now - timedelta(hours=1), - "budget_id": "test-budget", - "created_at": fixed_now - timedelta(days=30), - }, - ) + _run_reset_at_fixed_now(reset_budget_job, fixed_now) - with patch("litellm.proxy.common_utils.timezone_utils.datetime") as mock_dt: - mock_dt.now.return_value = fixed_now - mock_dt.side_effect = lambda *args, **kwargs: datetime(*args, **kwargs) - asyncio.run(ResetBudgetJob._reset_budget_reset_at_date(test_budget, fixed_now, BudgetResetSettings())) - - assert test_budget.budget_reset_at.day == expected_day - assert test_budget.budget_reset_at.month == expected_month - assert test_budget.budget_reset_at.hour == 0 - assert test_budget.budget_reset_at.minute == 0 - assert test_budget.budget_reset_at.second == 0 + writes = _batch_writes(mock_prisma_client, "budget") + assert len(writes) == 1 + written = writes[0]["data"]["budget_reset_at"] + assert (written.day, written.month) == (expected_day, expected_month) + assert (written.hour, written.minute, written.second) == (0, 0, 0) -def test_reset_budget_reset_at_date_7d_next_monday(): - """Verify 7d budget duration resets to next Monday at midnight.""" - from unittest.mock import patch - +def test_budget_reset_at_written_for_7d_is_next_monday(reset_budget_job, mock_prisma_client): + """7d budgets advance to next Monday at midnight.""" # 2023-06-14 is a Wednesday fixed_now = datetime(2023, 6, 14, 10, 30, 0, tzinfo=timezone.utc) + mock_prisma_client.data["budget"] = [ + _budget_row(budget_id="test-budget", budget_duration="7d", budget_reset_at=fixed_now - timedelta(hours=1)) + ] - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "budget_duration": "7d", - "budget_reset_at": fixed_now - timedelta(hours=1), - "budget_id": "test-budget", - "created_at": fixed_now - timedelta(days=7), - }, - ) + _run_reset_at_fixed_now(reset_budget_job, fixed_now) - with patch("litellm.proxy.common_utils.timezone_utils.datetime") as mock_dt: - mock_dt.now.return_value = fixed_now - mock_dt.side_effect = lambda *args, **kwargs: datetime(*args, **kwargs) - asyncio.run(ResetBudgetJob._reset_budget_reset_at_date(test_budget, fixed_now, BudgetResetSettings())) - - # Next Monday after Wednesday June 14 is June 19 - assert test_budget.budget_reset_at.day == 19 - assert test_budget.budget_reset_at.month == 6 - assert test_budget.budget_reset_at.weekday() == 0 # Monday - assert test_budget.budget_reset_at.hour == 0 + written = _batch_writes(mock_prisma_client, "budget")[0]["data"]["budget_reset_at"] + assert (written.day, written.month) == (19, 6) + assert written.weekday() == 0 + assert written.hour == 0 -def test_reset_budget_reset_at_date_none_duration(): - """Verify that budget_reset_at is unchanged when budget_duration is None.""" - original_reset_at = datetime(2023, 6, 20, 0, 0, 0, tzinfo=timezone.utc) - now = datetime(2023, 6, 15, 10, 0, 0, tzinfo=timezone.utc) +def test_budget_with_no_duration_gets_no_reset_at_write(reset_budget_job, mock_prisma_client): + """A tier without a duration has no next window, so its row is left alone + rather than rewritten with an unchanged value.""" + mock_prisma_client.data["budget"] = [ + _budget_row( + budget_id="no-duration", budget_duration=None, budget_reset_at=datetime(2023, 6, 20, tzinfo=timezone.utc) + ) + ] - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "budget_duration": None, - "budget_reset_at": original_reset_at, - "budget_id": "test-budget", - "created_at": now - timedelta(days=30), - }, - ) + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - asyncio.run(ResetBudgetJob._reset_budget_reset_at_date(test_budget, now, BudgetResetSettings())) - assert test_budget.budget_reset_at == original_reset_at + assert _batch_writes(mock_prisma_client, "budget") == [] -def test_reset_budget_reset_at_date_none_reset_at(): - """Verify that budget_reset_at is set correctly even when previously None.""" - from unittest.mock import patch - +def test_budget_reset_at_written_when_previously_null(reset_budget_job, mock_prisma_client): + """A tier whose budget_reset_at was never initialized still gets one.""" fixed_now = datetime(2023, 6, 15, 10, 30, 0, tzinfo=timezone.utc) + mock_prisma_client.data["budget"] = [ + _budget_row(budget_id="test-budget", budget_duration="30d", budget_reset_at=None) + ] - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "budget_duration": "30d", - "budget_reset_at": None, - "budget_id": "test-budget", - "created_at": fixed_now - timedelta(days=5), - }, - ) + _run_reset_at_fixed_now(reset_budget_job, fixed_now) - with patch("litellm.proxy.common_utils.timezone_utils.datetime") as mock_dt: - mock_dt.now.return_value = fixed_now - mock_dt.side_effect = lambda *args, **kwargs: datetime(*args, **kwargs) - asyncio.run(ResetBudgetJob._reset_budget_reset_at_date(test_budget, fixed_now, BudgetResetSettings())) - - # Should be set to 1st of next month (July 1) - assert test_budget.budget_reset_at is not None - assert test_budget.budget_reset_at.day == 1 - assert test_budget.budget_reset_at.month == 7 - - -def test_budget_table_reset_also_resets_linked_keys(reset_budget_job, mock_prisma_client): - """ - Integration-style test: when reset_budget_for_litellm_budget_table runs, - it should also reset spend for keys linked to the expiring budget tiers - (in addition to end-users and team members). - """ - now = datetime.now(timezone.utc) - - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "max_budget": 10.0, - "budget_duration": "7d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "7d-budget-tier", - "created_at": now - timedelta(days=7), - }, - ) - - mock_prisma_client.data["budget"] = [test_budget] - - # Run the full budget table reset - asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - - # Verify that keys linked to the budget were also reset - calls = mock_prisma_client.db.litellm_verificationtoken.update_many_calls - assert len(calls) == 1, ( - "Expected reset_budget_for_litellm_budget_table to also reset keys " - f"linked to expiring budgets, but got {len(calls)} update_many calls" - ) - assert calls[0]["where"]["budget_id"] == {"in": ["7d-budget-tier"]} - assert calls[0]["data"]["spend"] == 0 - - -def test_budget_table_reset_also_resets_linked_orgs(reset_budget_job, mock_prisma_client): - """ - Integration-style test: when reset_budget_for_litellm_budget_table runs, - it should also reset spend for orgs linked to the expiring budget tiers - (in addition to end-users, team members, and keys). - """ - now = datetime.now(timezone.utc) - - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "max_budget": 100.0, - "budget_duration": "30d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "30d-org-budget", - "created_at": now - timedelta(days=30), - }, - ) - - mock_prisma_client.data["budget"] = [test_budget] - - asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - - calls = mock_prisma_client.db.litellm_organizationtable.update_many_calls - assert len(calls) == 1, ( - "Expected reset_budget_for_litellm_budget_table to also reset orgs " - f"linked to expiring budgets, but got {len(calls)} update_many calls" - ) - assert calls[0]["where"]["budget_id"] == {"in": ["30d-org-budget"]} - assert calls[0]["data"]["spend"] == 0 - - -def test_budget_table_reset_also_resets_linked_tags(reset_budget_job, mock_prisma_client): - """ - Integration-style test: when reset_budget_for_litellm_budget_table runs, - it should also reset spend for tags linked to the expiring budget tiers. - """ - now = datetime.now(timezone.utc) - - test_budget = type( - "LiteLLM_BudgetTableFull", - (), - { - "max_budget": 50.0, - "budget_duration": "30d", - "budget_reset_at": now - timedelta(hours=1), - "budget_id": "30d-tag-budget", - "created_at": now - timedelta(days=30), - }, - ) - - mock_prisma_client.data["budget"] = [test_budget] - - asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - - calls = mock_prisma_client.db.litellm_tagtable.update_many_calls - assert len(calls) == 1, ( - "Expected reset_budget_for_litellm_budget_table to also reset tags " - f"linked to expiring budgets, but got {len(calls)} update_many calls" - ) - assert calls[0]["where"]["budget_id"] == {"in": ["30d-tag-budget"]} - assert calls[0]["data"]["spend"] == 0 + written = _batch_writes(mock_prisma_client, "budget")[0]["data"]["budget_reset_at"] + assert (written.day, written.month) == (1, 7) def test_reset_budget_resets_endusers_with_null_budget_id(reset_budget_job, mock_prisma_client): @@ -965,16 +712,14 @@ def test_reset_budget_resets_endusers_with_null_budget_id(reset_budget_job, mock asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - # Both end users should have been reset - updated = mock_prisma_client.updated_data["enduser"] - assert len(updated) == 2, f"Expected 2 endusers reset (1 explicit + 1 implicit), got {len(updated)}" - - user_ids = {u.user_id for u in updated} - assert "enduser-explicit" in user_ids - assert "enduser-implicit" in user_ids - - for u in updated: - assert u.spend == 0.0, f"Expected spend=0 for {u.user_id}, got {u.spend}" + # Both end users are zeroed by the same committed statement. + enduser_writes = _batch_writes(mock_prisma_client, "enduser") + assert len(enduser_writes) == 1, f"Expected a single enduser write, got {enduser_writes}" + assert set(enduser_writes[0]["where"]["user_id"]["in"]) == { + "enduser-explicit", + "enduser-implicit", + } + assert enduser_writes[0]["data"] == {"spend": 0} # Verify find_many was called to fetch NULL-budget-id end users find_many_calls = mock_prisma_client.db.litellm_endusertable.find_many_calls @@ -1054,34 +799,6 @@ def test_reset_budget_skips_null_budget_id_endusers_when_default_not_in_reset_li litellm.max_end_user_budget_id = None -def test_reset_budget_for_team_members_preserves_total_spend(): - """Regression guard: reset_budget_for_litellm_team_members must zero `spend` - but leave `total_spend` untouched. - - The reset writes `data={"spend": 0}` explicitly. If a future refactor adds - `"total_spend": 0` to that dict, this test fails immediately. - """ - expired_budget = type( - "LiteLLM_BudgetTableFull", - (), - {"budget_id": "budget-1"}, - ) - - mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_teammembership.find_many = AsyncMock(return_value=[]) - mock_prisma_client.db.litellm_teammembership.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=mock_prisma_client) - - asyncio.run(job.reset_budget_for_litellm_team_members([expired_budget])) - - mock_prisma_client.db.litellm_teammembership.update_many.assert_called_once() - call_kwargs = mock_prisma_client.db.litellm_teammembership.update_many.call_args.kwargs - assert call_kwargs["where"]["budget_id"]["in"] == ["budget-1"] - assert call_kwargs["data"] == {"spend": 0} - assert "total_spend" not in call_kwargs["data"] - - # --------------------------------------------------------------------------- # reset_budget_windows (per-key / per-team concurrent window resets) # --------------------------------------------------------------------------- @@ -1323,28 +1040,6 @@ def _make_counter_invalidation_job(monkeypatch): return spend_counter_cache -def test_reset_budget_for_team_members_invalidates_redis_counter(monkeypatch): - """Team-member budget reset clears the Redis spend counter.""" - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - membership = type( - "Membership", - (), - {"user_id": "alice", "team_id": "team-x", "budget_id": "budget-1"}, - ) - - prisma_client = MagicMock() - prisma_client.db.litellm_teammembership.find_many = AsyncMock(return_value=[membership]) - prisma_client.db.litellm_teammembership.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_litellm_team_members([expired_budget])) - - counter_cache.in_memory_cache.set_cache.assert_any_call(key="spend:team_member:alice:team-x", value=0.0, ttl=60) - counter_cache.redis_cache.async_set_cache.assert_any_await(key="spend:team_member:alice:team-x", value=0.0, ttl=60) - - def test_reset_budget_for_keys_invalidates_redis_counter(reset_budget_job, mock_prisma_client, monkeypatch): """Key budget reset must clear the Redis spend counter.""" counter_cache = _make_counter_invalidation_job(monkeypatch) @@ -1574,207 +1269,240 @@ def test_reset_budget_for_keys_writes_only_spend_and_reset_at(reset_budget_job, ) -def test_reset_budget_for_keys_linked_to_budgets_invalidates_redis_counter(monkeypatch): - """Resetting keys via budget tier must clear each linked key's counter.""" - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_key = type("Key", (), {"token": "sk-linked"}) - - prisma_client = MagicMock() - prisma_client.db.litellm_verificationtoken.find_many = AsyncMock(return_value=[linked_key]) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_keys_linked_to_budgets([expired_budget])) - - counter_cache.in_memory_cache.set_cache.assert_any_call(key="spend:key:sk-linked", value=0.0, ttl=60) +_INVALIDATION_CASES = [ + ( + "litellm_teammembership", + type("Membership", (), {"user_id": "alice", "team_id": "team-x", "budget_id": "budget-1"}), + "spend:team_member:alice:team-x", + {"team-x_alice"}, + ), + ( + "litellm_verificationtoken", + type("Key", (), {"token": "sk-linked"}), + "spend:key:sk-linked", + {"sk-linked"}, + ), + ( + "litellm_organizationtable", + type("Org", (), {"organization_id": "org-acme"}), + "spend:org:org-acme", + {"org_id:org-acme", "org_id:org-acme:with_budget"}, + ), + ( + "litellm_tagtable", + type("Tag", (), {"tag_name": "tenant-42"}), + "spend:tag:tenant-42", + {"tag:tenant-42"}, + ), +] -def test_reset_budget_for_orgs_linked_to_budgets_invalidates_redis_counter(monkeypatch): - """Resetting orgs via budget tier must clear each linked org's counter.""" - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_org = type("Org", (), {"organization_id": "org-acme"}) - - prisma_client = MagicMock() - prisma_client.db.litellm_organizationtable.find_many = AsyncMock(return_value=[linked_org]) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_orgs_linked_to_budgets([expired_budget])) - - counter_cache.in_memory_cache.set_cache.assert_any_call(key="spend:org:org-acme", value=0.0, ttl=60) - counter_cache.redis_cache.async_set_cache.assert_any_await(key="spend:org:org-acme", value=0.0, ttl=60) - - -def test_reset_budget_for_tags_linked_to_budgets_invalidates_redis_counter(monkeypatch): - """Resetting tags via budget tier must clear each linked tag's counter.""" - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_tag = type("Tag", (), {"tag_name": "tenant-42"}) - - prisma_client = MagicMock() - prisma_client.db.litellm_tagtable.find_many = AsyncMock(return_value=[linked_tag]) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_tags_linked_to_budgets([expired_budget])) - - counter_cache.in_memory_cache.set_cache.assert_any_call(key="spend:tag:tenant-42", value=0.0, ttl=60) - counter_cache.redis_cache.async_set_cache.assert_any_await(key="spend:tag:tenant-42", value=0.0, ttl=60) - - -def test_reset_budget_for_tags_linked_to_budgets_invalidates_management_cache( - monkeypatch, +@pytest.mark.parametrize( + "table_attr, linked_row, counter_key, cache_keys", + _INVALIDATION_CASES, + ids=["team_membership", "key", "org", "tag"], +) +def test_budget_table_reset_invalidates_counters_and_management_cache( + reset_budget_job, mock_prisma_client, monkeypatch, table_attr, linked_row, counter_key, cache_keys ): - """Regression guard for the bug where tag spend stayed frozen across cycles. + """Every row the cascade zeroes gets its spend counter cleared and its + management-cache entry dropped. - ``SpendCounterReseed.from_db`` returns ``None`` for ``spend:tag:*`` keys, - so once the spend counter expires the tag budget check falls back to the - cached ``LiteLLM_TagTable.spend``. If we don't drop the management cache - entry on reset, that cached object lingers (TTL 60s) with the pre-reset - spend, and ``_tag_max_budget_check`` keeps returning HTTP 400 even though - the DB row has been zeroed. + Both matter. ``SpendCounterReseed.from_db`` returns None for tags, so once + the counter expires the budget check falls back to the cached row's + ``.spend``; and for keys, orgs and team memberships another pod's cached + object can stay pinned above the zeroed DB row until its TTL. Team + membership cache keys follow auth's ``{team_id}_{user_id}`` shape, and orgs + carry both the plain and the ``:with_budget`` entry. """ counter_cache = _make_counter_invalidation_job(monkeypatch) + mock_prisma_client.data["budget"] = [_budget_row(budget_id="budget-1")] + getattr(mock_prisma_client.db, table_attr).set_find_many_results([linked_row]) - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_tag = type("Tag", (), {"tag_name": "tenant-42"}) + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - prisma_client = MagicMock() - prisma_client.db.litellm_tagtable.find_many = AsyncMock(return_value=[linked_tag]) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_tags_linked_to_budgets([expired_budget])) - - counter_cache.user_api_key_cache.async_delete_cache.assert_any_await(key="tag:tenant-42") + counter_cache.in_memory_cache.set_cache.assert_any_call(key=counter_key, value=0.0, ttl=60) + counter_cache.redis_cache.async_set_cache.assert_any_await(key=counter_key, value=0.0, ttl=60) + deleted = {call.kwargs.get("key") for call in counter_cache.user_api_key_cache.async_delete_cache.await_args_list} + assert cache_keys <= deleted -def test_reset_budget_for_tags_linked_to_budgets_invalidates_each_tag_management_cache( - monkeypatch, -): - """When multiple tags share the expired budget tier, every one of them - has its ``user_api_key_cache`` entry dropped — not just the first.""" +def test_budget_table_reset_invalidates_every_tag_not_just_the_first(reset_budget_job, mock_prisma_client, monkeypatch): + """When several tags share the expiring tier, all of them are evicted.""" counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_tags = [ - type("Tag", (), {"tag_name": "tenant-a"}), - type("Tag", (), {"tag_name": "tenant-b"}), - type("Tag", (), {"tag_name": "tenant-c"}), - ] - - prisma_client = MagicMock() - prisma_client.db.litellm_tagtable.find_many = AsyncMock(return_value=linked_tags) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 3}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_tags_linked_to_budgets([expired_budget])) - - deleted_keys = { - call.kwargs.get("key") for call in counter_cache.user_api_key_cache.async_delete_cache.await_args_list - } - assert deleted_keys == {"tag:tenant-a", "tag:tenant-b", "tag:tenant-c"} - - -def test_reset_budget_for_keys_linked_to_budgets_invalidates_management_cache( - monkeypatch, -): - """Budget-tier key resets must drop the cached key object (hashed token key). - - Historically this test used ``assert_not_awaited()`` on - ``user_api_key_cache.async_delete_cache``, reflecting the assumption that - ``SpendCounterReseed.from_db`` alone kept spend consistent for keys and - that invalidating the management cache was unnecessary. That was flipped to - ``assert_any_await(...)`` because the old invariant fails across pods: a - budget reset on one instance can leave another pod's cached key object - (including embedded ``.spend``) stale until TTL expiry. Eviction now matches - tags/orgs/teams. Do not treat the ``cache_key_fn`` / invalidation wiring as - redundant without revisiting that cross-pod consistency story. - """ - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_key = type("Key", (), {"token": "sk-linked"}) - - prisma_client = MagicMock() - prisma_client.db.litellm_verificationtoken.find_many = AsyncMock(return_value=[linked_key]) - prisma_client.db.litellm_verificationtoken.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_keys_linked_to_budgets([expired_budget])) - - counter_cache.user_api_key_cache.async_delete_cache.assert_any_await(key="sk-linked") - - -def test_reset_budget_for_orgs_linked_to_budgets_invalidates_management_cache( - monkeypatch, -): - """Org rows use both base and budget-table cache keys — evict both on reset.""" - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_org = type("Org", (), {"organization_id": "org-acme"}) - - prisma_client = MagicMock() - prisma_client.db.litellm_organizationtable.find_many = AsyncMock(return_value=[linked_org]) - prisma_client.db.litellm_organizationtable.update_many = AsyncMock(return_value={"count": 1}) - - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_orgs_linked_to_budgets([expired_budget])) - - deleted_keys = { - call.kwargs.get("key") for call in counter_cache.user_api_key_cache.async_delete_cache.await_args_list - } - assert deleted_keys == { - "org_id:org-acme", - "org_id:org-acme:with_budget", - } - - -def test_reset_budget_for_team_members_invalidates_management_cache(monkeypatch): - """Team membership cache key matches auth: ``{team_id}_{user_id}``.""" - counter_cache = _make_counter_invalidation_job(monkeypatch) - - expired_budget = type("B", (), {"budget_id": "budget-1"}) - membership = type( - "Membership", - (), - {"user_id": "alice", "team_id": "team-x", "budget_id": "budget-1"}, + mock_prisma_client.data["budget"] = [_budget_row(budget_id="budget-1")] + mock_prisma_client.db.litellm_tagtable.set_find_many_results( + [type("Tag", (), {"tag_name": name}) for name in ("tenant-a", "tenant-b", "tenant-c")] ) - prisma_client = MagicMock() - prisma_client.db.litellm_teammembership.find_many = AsyncMock(return_value=[membership]) - prisma_client.db.litellm_teammembership.update_many = AsyncMock(return_value={"count": 1}) + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_litellm_team_members([expired_budget])) - - counter_cache.user_api_key_cache.async_delete_cache.assert_any_await(key="team-x_alice") + deleted = {call.kwargs.get("key") for call in counter_cache.user_api_key_cache.async_delete_cache.await_args_list} + assert deleted == {"tag:tenant-a", "tag:tenant-b", "tag:tenant-c"} -def test_reset_budget_for_tags_linked_to_budgets_management_cache_delete_failure_still_resets( - monkeypatch, -): - """If ``async_delete_cache`` raises, the DB cascade must still complete.""" +def test_budget_table_reset_commits_even_when_cache_eviction_fails(reset_budget_job, mock_prisma_client, monkeypatch): + """Eviction runs after the commit, so a broken cache cannot undo the write.""" counter_cache = _make_counter_invalidation_job(monkeypatch) counter_cache.user_api_key_cache.async_delete_cache = AsyncMock(side_effect=RuntimeError("cache unavailable")) + mock_prisma_client.data["budget"] = [_budget_row(budget_id="budget-1")] + mock_prisma_client.db.litellm_tagtable.set_find_many_results([type("Tag", (), {"tag_name": "tenant-42"})]) - expired_budget = type("B", (), {"budget_id": "budget-1"}) - linked_tag = type("Tag", (), {"tag_name": "tenant-42"}) + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) - prisma_client = MagicMock() - prisma_client.db.litellm_tagtable.find_many = AsyncMock(return_value=[linked_tag]) - prisma_client.db.litellm_tagtable.update_many = AsyncMock(return_value={"count": 1}) + assert len(_batch_writes(mock_prisma_client, "tag", op="update_many")) == 1 + assert mock_prisma_client.db.batchers[0].committed is True - job = ResetBudgetJob(proxy_logging_obj=MagicMock(), prisma_client=prisma_client) - asyncio.run(job.reset_budget_for_tags_linked_to_budgets([expired_budget])) - prisma_client.db.litellm_tagtable.update_many.assert_awaited_once() +# --------------------------------------------------------------------------- +# Atomicity of the budget-table cascade (LIT-5138) +# --------------------------------------------------------------------------- + + +class FailingCommitDB(MockDB): + """Batches that blow up at commit, like a Postgres timeout mid-cascade.""" + + def batch_(self): + batcher = super().batch_() + + async def _fail(): + raise RuntimeError("simulated Postgres timeout mid-cascade") + + batcher.commit = _fail + return batcher + + +class FailingTeamMembershipDB(MockDB): + """Queueing the team-membership reset raises, i.e. the cascade breaks after + earlier writes are already queued.""" + + def batch_(self): + batcher = super().batch_() + + def _fail(where, data): + raise RuntimeError("simulated failure queueing the team-membership reset") + + batcher.litellm_teammembership.update_many = _fail + return batcher + + +class OrderRecordingDB(MockDB): + """Appends a marker to a shared list when a batch commits.""" + + def __init__(self, events): + super().__init__() + self._events = events + + def batch_(self): + batcher = super().batch_() + wrapped = batcher.commit + + async def _record_commit(): + self._events.append("commit") + return await wrapped() + + batcher.commit = _record_commit + return batcher + + +def _job_with_expired_budget(db, proxy_logging=None): + """A job with one due tier and a linked tag, so cache invalidation has + something to invalidate and its absence is a real signal.""" + prisma_client = MockPrismaClient() + prisma_client.db = db + prisma_client.data["budget"] = [_budget_row(budget_id="budget-1", budget_duration="7d")] + db.litellm_tagtable.set_find_many_results([type("Tag", (), {"tag_name": "tenant-42"})]) + job = ResetBudgetJob( + proxy_logging_obj=proxy_logging or MockProxyLogging(), + prisma_client=prisma_client, + ) + return job, prisma_client + + +@pytest.mark.parametrize( + "db_factory", + [FailingCommitDB, FailingTeamMembershipDB], + ids=["commit-fails", "queueing-fails"], +) +def test_budget_reset_at_is_not_advanced_when_the_cascade_fails(db_factory, monkeypatch): + """Regression for LIT-5138. + + The old code committed the new budget_reset_at first and zeroed the + dependent spend afterwards. A failure part-way through left the tier + stamped for the next window, so every later tick skipped it and team + member / enduser / org / tag spend stayed at the cap for the whole window. + One transaction means a failure anywhere persists nothing and the tier is + still due on the next tick. + """ + counter_cache = _make_counter_invalidation_job(monkeypatch) + job, prisma_client = _job_with_expired_budget(db_factory()) + + asyncio.run(job.reset_budget_for_litellm_budget_table()) # swallowed, retried next tick + + assert prisma_client.db.batch_calls == [], "a failed cascade must not persist any write" + assert prisma_client.db.batchers[0].committed is False + assert prisma_client.updated_data["budget"] == [], "budget_reset_at must not be advanced outside the transaction" + counter_cache.in_memory_cache.set_cache.assert_not_called() + counter_cache.user_api_key_cache.async_delete_cache.assert_not_awaited() + + +def test_budget_cascade_writes_land_in_a_single_transaction(reset_budget_job, mock_prisma_client, monkeypatch): + """Dependent spend and the budget_reset_at advance ride one batch.""" + _make_counter_invalidation_job(monkeypatch) + now = datetime.now(timezone.utc) + budget = _budget_row(budget_id="budget-1", budget_duration="7d") + mock_prisma_client.data["budget"] = [budget] + mock_prisma_client.data["enduser"] = [ + type("EndUser", (), {"spend": 5.0, "litellm_budget_table": budget, "user_id": "enduser-1"}) + ] + + asyncio.run(reset_budget_job.reset_budget_for_litellm_budget_table()) + + assert len(mock_prisma_client.db.batchers) == 1, "the cascade must not be split across transactions" + batcher = mock_prisma_client.db.batchers[0] + assert batcher.committed is True + assert {(call["table"], call["op"]) for call in batcher.calls} == { + ("team_membership", "update_many"), + ("key", "update_many"), + ("org", "update_many"), + ("tag", "update_many"), + ("enduser", "update_many"), + ("budget", "update_many"), + } + budget_write = next(call for call in batcher.calls if call["table"] == "budget") + assert budget_write["data"]["budget_reset_at"] > now + + +def test_caches_are_invalidated_only_after_the_transaction_commits(monkeypatch): + """A counter zeroed before the write lands would admit requests past the + cap while the DB still holds the over-budget spend.""" + events = [] + counter_cache = _make_counter_invalidation_job(monkeypatch) + counter_cache.in_memory_cache.set_cache.side_effect = lambda **kwargs: events.append("counter") + + job, _ = _job_with_expired_budget(OrderRecordingDB(events)) + + asyncio.run(job.reset_budget_for_litellm_budget_table()) + + assert events == ["commit", "counter"] + + +def test_failed_cascade_is_logged_as_a_cascade_failure(monkeypatch): + """The failure log has to name what actually broke. The old catch-all + blamed end users even when the team-membership write was the failure.""" + from unittest.mock import patch + + _make_counter_invalidation_job(monkeypatch) + job, _ = _job_with_expired_budget(FailingTeamMembershipDB()) + + with patch("litellm.proxy.common_utils.reset_budget_job.verbose_proxy_logger.exception") as mock_exception: + asyncio.run(job.reset_budget_for_litellm_budget_table()) + + assert mock_exception.call_count == 1 + message = mock_exception.call_args.args[0] + assert "cascade" in message + for mentioned in ("team member", "enduser", "org", "tag", "budget_reset_at"): + assert mentioned in message, f"failure log should mention {mentioned}: {message}" def _extract_reset_where(find_many_mock): @@ -1799,23 +1527,65 @@ def _asserts_null_reset_is_due(where): branches = where.get("OR") assert isinstance(branches, list), f"expected an OR filter, got {where!r}" - has_null_branch = any( - b.get("AND") - == [ - {"budget_reset_at": None}, - {"NOT": {"budget_duration": None}}, - ] - for b in branches - if isinstance(b, dict) - ) - has_expired_branch = any( - isinstance(b, dict) - and "budget_reset_at" in b - and b["budget_reset_at"] is not None - for b in branches - ) + has_null_branch = {"budget_reset_at": None} in branches + has_expired_branch = any(isinstance(b, dict) and isinstance(b.get("budget_reset_at"), dict) for b in branches) assert has_null_branch, f"missing NULL-reset_at branch in {where!r}" assert has_expired_branch, f"missing expired-reset_at branch in {where!r}" + assert where.get("NOT") == {"budget_duration": None}, f"NULL reset_at is only due with a duration: {where!r}" + + +_RESET_TABLE_ATTRS = { + "user": "litellm_usertable", + "team": "litellm_teamtable", + "budget": "litellm_budgettable", + "key": "litellm_verificationtoken", +} + + +def _run_reset_query(table_name, **extra): + """Run ``get_data`` for one table's budget-reset query against a mocked + prisma handle, and hand back the ``find_many`` mock it drove.""" + from litellm.proxy.utils import PrismaClient + + client = PrismaClient.__new__(PrismaClient) + client.db = MagicMock() + find_many = AsyncMock(return_value=[]) + setattr(getattr(client.db, _RESET_TABLE_ATTRS[table_name]), "find_many", find_many) + + now = datetime.now(timezone.utc) + expires = {"expires": now} if table_name == "key" else {} + asyncio.run(client.get_data(table_name=table_name, query_type="find_all", reset_at=now, **expires, **extra)) + return find_many + + +@pytest.mark.parametrize("table_name", ["user", "team", "budget", "key"]) +def test_get_data_reset_query_applies_the_row_limit(table_name): + """The reset job pages through due rows, so ``limit`` has to reach prisma as + ``take``. Dropped, every worker goes back to pulling the entire expired set + in one unbounded query at the same calendar boundary.""" + find_many = _run_reset_query(table_name, limit=7) + + assert find_many.await_args.kwargs["take"] == 7 + + +@pytest.mark.parametrize("table_name", ["user", "team", "budget", "key"]) +def test_get_data_reset_query_skips_rows_with_no_budget_duration(table_name): + """A row with a past budget_reset_at but no budget_duration has no next + window to move to, so it stays due forever. Fetching it means re-reading and + re-zeroing it on every tick, and a full chunk of such rows makes the paged + scan report no progress and starve the whole phase. + """ + find_many = _run_reset_query(table_name) + + assert find_many.await_args.kwargs["where"]["NOT"] == {"budget_duration": None} + + +@pytest.mark.parametrize("table_name", ["user", "team", "budget", "key"]) +def test_get_data_reset_query_is_unlimited_when_no_limit_is_passed(table_name): + """Callers that pass no limit keep the old unbounded behaviour.""" + find_many = _run_reset_query(table_name) + + assert find_many.await_args.kwargs.get("take") is None @pytest.mark.parametrize("table_name", ["user", "team"]) @@ -1838,8 +1608,327 @@ def test_get_data_reset_query_selects_null_budget_reset_at(table_name): setattr(getattr(client.db, table_attr), "find_many", find_many) now = datetime.now(timezone.utc) - asyncio.run( - client.get_data(table_name=table_name, query_type="find_all", reset_at=now) - ) + asyncio.run(client.get_data(table_name=table_name, query_type="find_all", reset_at=now)) _asserts_null_reset_is_due(_extract_reset_where(find_many)) + + +def _key_row(token: str, budget_duration: Any = "30d"): + """A key that is already due for a reset, shaped like a get_data() row.""" + now = datetime.now(timezone.utc) + return type( + "LiteLLM_VerificationToken", + (), + { + "spend": 100.0, + "budget_duration": budget_duration, + "budget_reset_at": now - timedelta(hours=1), + "token": token, + }, + ) + + +def _user_row(user_id: str, budget_duration: Any = "30d"): + now = datetime.now(timezone.utc) + return type( + "LiteLLM_UserTable", + (), + { + "spend": 100.0, + "budget_duration": budget_duration, + "budget_reset_at": now - timedelta(hours=1), + "user_id": user_id, + }, + ) + + +def _team_row(team_id: str, budget_duration: Any = "30d"): + now = datetime.now(timezone.utc) + return type( + "LiteLLM_TeamTable", + (), + { + "spend": 100.0, + "budget_duration": budget_duration, + "budget_reset_at": now - timedelta(hours=1), + "team_id": team_id, + }, + ) + + +# --------------------------------------------------------------------------- +# Chunked batches +# --------------------------------------------------------------------------- + + +class ChunkedPrismaClient(MockPrismaClient): + """Replays a scripted sequence of get_data chunks per table. + + The last chunk repeats forever, so a phase that fails to terminate keeps + seeing rows rather than quietly running out of data. + """ + + def __init__(self, chunks_by_table: Dict[str, List[List[Any]]]): + super().__init__() + self._chunks_by_table = chunks_by_table + self.fetches_by_table: Dict[str, int] = {} + + async def get_data(self, table_name, query_type, **kwargs): + self.get_data_calls.append({"table_name": table_name, "query_type": query_type, **kwargs}) + chunks = self._chunks_by_table.get(table_name) + if not chunks: + return [] + index = self.fetches_by_table.get(table_name, 0) + self.fetches_by_table[table_name] = index + 1 + return chunks[min(index, len(chunks) - 1)] + + +def _chunked_job(chunks_by_table): + client = ChunkedPrismaClient(chunks_by_table) + return client, ResetBudgetJob(proxy_logging_obj=MockProxyLogging(), prisma_client=client) + + +def _fetch_limits(client, table_name): + return [call.get("limit") for call in client.get_data_calls if call["table_name"] == table_name] + + +def test_key_reset_walks_the_due_rows_one_chunk_at_a_time(monkeypatch): + """Each chunk is fetched under a LIMIT and committed on its own batch, so a + large backlog never becomes one giant transaction.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client, job = _chunked_job({"key": [[_key_row("k1"), _key_row("k2")], [_key_row("k3")]]}) + + asyncio.run(job.reset_budget_for_litellm_keys()) + + assert client.fetches_by_table["key"] == 2 + assert _fetch_limits(client, "key") == [2, 2] + assert len(client.db.batchers) == 2 + assert all(batcher.committed for batcher in client.db.batchers) + assert [len(batcher.calls) for batcher in client.db.batchers] == [2, 1] + assert [w["where"]["token"] for w in _batch_writes(client, "key", op="update")] == ["k1", "k2", "k3"] + + +def test_key_reset_stops_after_a_chunk_shorter_than_the_batch_size(monkeypatch): + """Fewer rows than the limit means the backlog is drained, so no follow-up + query is worth issuing.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 5) + client, job = _chunked_job({"key": [[_key_row("k1")]]}) + + asyncio.run(job.reset_budget_for_litellm_keys()) + + assert client.fetches_by_table["key"] == 1 + + +def test_key_reset_stops_when_a_full_chunk_advances_nothing(monkeypatch): + """A key with no budget_duration keeps its past budget_reset_at, so the very + same rows come back on the next fetch. Treating those writes as progress + would re-read that chunk until the iteration cap, every tick.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + stuck_chunk = [_key_row("k1", budget_duration=None), _key_row("k2", budget_duration=None)] + client, job = _chunked_job({"key": [stuck_chunk]}) + + asyncio.run(job.reset_budget_for_litellm_keys()) + + assert client.fetches_by_table["key"] == 1 + + +def test_key_reset_stops_when_the_fetch_fails(monkeypatch): + """A phase whose query raises has made no progress; retrying it in a tight + loop would just hammer a struggling database.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client, job = _chunked_job({"key": [[_key_row("k1"), _key_row("k2")]]}) + + async def _boom(table_name, query_type, **kwargs): + client.get_data_calls.append({"table_name": table_name, "query_type": query_type, **kwargs}) + raise RuntimeError("db is down") + + client.get_data = _boom + + asyncio.run(job.reset_budget_for_litellm_keys()) + + assert len(client.get_data_calls) == 1 + + +def test_key_reset_is_capped_at_max_chunks_per_run(monkeypatch): + """Backstop against a phase that keeps making progress forever: the run ends + and the leftovers wait for the next tick.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 1) + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_MAX_CHUNKS_PER_RUN", 3) + client, job = _chunked_job({"key": [[_key_row("k1")]]}) + + asyncio.run(job.reset_budget_for_litellm_keys()) + + assert client.fetches_by_table["key"] == 3 + + +@pytest.mark.parametrize( + "phase, table_name, row_factory", + [ + ("reset_budget_for_litellm_users", "user", lambda uid: _user_row(uid)), + ("reset_budget_for_litellm_teams", "team", lambda tid: _team_row(tid)), + ], + ids=["users", "teams"], +) +def test_user_and_team_resets_are_chunked_too(monkeypatch, phase, table_name, row_factory): + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client, job = _chunked_job({table_name: [[row_factory("a"), row_factory("b")], [row_factory("c")]]}) + + asyncio.run(getattr(job, phase)()) + + assert client.fetches_by_table[table_name] == 2 + assert _fetch_limits(client, table_name) == [2, 2] + assert len(client.db.batchers) == 2 + assert len(_batch_writes(client, table_name, op="update")) == 3 + + +def test_budget_table_reset_walks_chunks_until_it_runs_dry(monkeypatch): + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client, job = _chunked_job({"budget": [[_budget_row("b1"), _budget_row("b2")], [_budget_row("b3")]]}) + + asyncio.run(job.reset_budget_for_litellm_budget_table()) + + assert client.fetches_by_table["budget"] == 2 + assert _fetch_limits(client, "budget") == [2, 2] + assert len(client.db.batchers) == 2 + assert all(batcher.committed for batcher in client.db.batchers) + assert [w["where"]["budget_id"] for w in _batch_writes(client, "budget", op="update_many")] == ["b1", "b2", "b3"] + + +def test_budget_table_reset_stops_when_a_full_chunk_advances_no_window(monkeypatch): + """A tier with no budget_duration has its linked spend zeroed but keeps its + past budget_reset_at, so it stays due. Counting those spend writes as + progress would re-read the same chunk until the cap.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + stuck_chunk = [_budget_row("b1", budget_duration=None), _budget_row("b2", budget_duration=None)] + client, job = _chunked_job({"budget": [stuck_chunk]}) + + asyncio.run(job.reset_budget_for_litellm_budget_table()) + + assert client.fetches_by_table["budget"] == 1 + assert _batch_writes(client, "budget", op="update_many") == [] + + +def test_budget_table_reset_stops_when_the_cascade_fails(monkeypatch): + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client, job = _chunked_job({"budget": [[_budget_row("b1"), _budget_row("b2")]]}) + client.db = FailingCommitDB() + + asyncio.run(job.reset_budget_for_litellm_budget_table()) + + assert client.fetches_by_table["budget"] == 1 + + +# --------------------------------------------------------------------------- +# Progress means "no longer due", not "was written" +# --------------------------------------------------------------------------- + + +def test_key_reset_stops_when_the_new_reset_time_is_not_in_the_future(monkeypatch): + """A "0s" budget_duration resolves to the current time, so the row is written + and comes straight back on the next fetch. Treating a written row as progress + burns the whole per-run chunk cap on rows that never move. + """ + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + stuck_chunk = [_key_row("k1", budget_duration="0s"), _key_row("k2", budget_duration="0s")] + client, job = _chunked_job({"key": [stuck_chunk]}) + + asyncio.run(job.reset_budget_for_litellm_keys()) + + assert client.fetches_by_table["key"] == 1 + assert len(_batch_writes(client, "key", op="update")) == 2 + + +def test_budget_table_reset_stops_when_the_new_window_is_not_in_the_future(monkeypatch): + """Same zero-length window on the budget tier: advancing it to now leaves it + due, so the cascade must not report progress.""" + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + stuck_chunk = [_budget_row("b1", budget_duration="0s"), _budget_row("b2", budget_duration="0s")] + client, job = _chunked_job({"budget": [stuck_chunk]}) + + asyncio.run(job.reset_budget_for_litellm_budget_table()) + + assert client.fetches_by_table["budget"] == 1 + assert len(_batch_writes(client, "budget", op="update_many")) == 2 + + +class PoisonRow: + """A row the in-memory reset cannot write, like the DataError rows in #27730.""" + + token = "poison" + budget_duration = "30d" + budget_reset_at = None + + def __setattr__(self, name: str, value: Any) -> None: + raise RuntimeError("simulated failure resetting this row") + + +class RecordingServiceLogging: + def __init__(self): + self.success_calls: List[Dict[str, Any]] = [] + self.failure_calls: List[Dict[str, Any]] = [] + + async def async_service_success_hook(self, **kwargs): + self.success_calls.append(kwargs) + + async def async_service_failure_hook(self, **kwargs): + self.failure_calls.append(kwargs) + + +class RecordingProxyLogging: + def __init__(self): + self.service_logging_obj = RecordingServiceLogging() + + +def _run_and_drain_hooks(make_coro): + """The service hooks are fired as tasks; give them a turn before asserting.""" + + async def _run(): + await make_coro() + await asyncio.sleep(0.05) + + asyncio.run(_run()) + + +def test_key_reset_keeps_paging_when_some_rows_in_a_chunk_fail(monkeypatch): + """One row that cannot be reset must not cost the phase its remaining chunks: + the rows that did reset are committed and are real progress, and the failure + is reported instead of aborting the run. + """ + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client = ChunkedPrismaClient({"key": [[PoisonRow(), _key_row("k1")], [_key_row("k2")]]}) + logging_obj = RecordingProxyLogging() + job = ResetBudgetJob(proxy_logging_obj=logging_obj, prisma_client=client) + + _run_and_drain_hooks(job.reset_budget_for_litellm_keys) + + assert client.fetches_by_table["key"] == 2 + assert [w["where"]["token"] for w in _batch_writes(client, "key", op="update")] == ["k1", "k2"] + assert [call["call_type"] for call in logging_obj.service_logging_obj.failure_calls] == ["reset_budget_keys"] + assert set(logging_obj.service_logging_obj.failure_calls[0]["event_metadata"]) == { + "num_keys_found", + "keys_found", + } + assert [call["call_type"] for call in logging_obj.service_logging_obj.success_calls] == ["reset_budget_keys"] + + +@pytest.mark.parametrize( + "phase, table_name, row_factory, call_type", + [ + ("reset_budget_for_litellm_users", "user", _user_row, "reset_budget_users"), + ("reset_budget_for_litellm_teams", "team", _team_row, "reset_budget_teams"), + ], + ids=["users", "teams"], +) +def test_user_and_team_chunks_report_progress_despite_a_failed_row( + monkeypatch, phase, table_name, row_factory, call_type +): + monkeypatch.setattr(reset_budget_job_module, "RESET_BUDGET_JOB_BATCH_SIZE", 2) + client = ChunkedPrismaClient({table_name: [[PoisonRow(), row_factory("a")], [row_factory("b")]]}) + logging_obj = RecordingProxyLogging() + job = ResetBudgetJob(proxy_logging_obj=logging_obj, prisma_client=client) + + _run_and_drain_hooks(getattr(job, phase)) + + assert client.fetches_by_table[table_name] == 2 + assert len(_batch_writes(client, table_name, op="update")) == 2 + assert [call["call_type"] for call in logging_obj.service_logging_obj.failure_calls] == [call_type] diff --git a/tests/test_litellm/proxy/management_endpoints/test_budget_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_budget_endpoints.py index 3bdf9bafdc7..6a9e894feb5 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_budget_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_budget_endpoints.py @@ -72,6 +72,39 @@ async def test_new_budget_success(client_and_mocks): mock_table.create.assert_awaited_once() +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +@pytest.mark.asyncio +async def test_new_budget_rejects_a_duration_that_never_advances( + client_and_mocks, bad_duration +): + """A zero-length window resets to "now", so the row is due again the moment + it is written and the reset job re-reads it on every tick forever.""" + client, _, mock_table = client_and_mocks + + resp = client.post( + "/budget/new", + json={"budget_id": "budget_bad", "max_budget": 10.0, "budget_duration": bad_duration}, + ) + + assert resp.status_code == 400, resp.text + assert "Invalid budget_duration" in resp.json()["detail"]["error"] + mock_table.create.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_update_budget_rejects_a_duration_that_never_advances(client_and_mocks): + client, _, mock_table = client_and_mocks + + resp = client.post( + "/budget/update", + json={"budget_id": "budget_456", "budget_duration": "0s"}, + ) + + assert resp.status_code == 400, resp.text + assert "Invalid budget_duration" in resp.json()["detail"]["error"] + mock_table.update.assert_not_awaited() + + @pytest.mark.asyncio async def test_new_budget_db_not_connected(client_and_mocks, monkeypatch): client, mock_prisma, mock_table = client_and_mocks diff --git a/tests/test_litellm/proxy/management_endpoints/test_common_utils.py b/tests/test_litellm/proxy/management_endpoints/test_common_utils.py index 81840745d0e..7dfd99dfa53 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_common_utils.py +++ b/tests/test_litellm/proxy/management_endpoints/test_common_utils.py @@ -628,6 +628,58 @@ class TestValidateFiniteSpendErrorDetail: } +class TestValidateBudgetDuration: + """`validate_budget_duration` keeps durations that never advance out of the + database. + + A duration of "0s" resolves to a reset time of now, so the row is due again + the instant it is written. The reset job re-reads such rows on every tick + and, once one tenant owns enough of them, they fill each batch and starve + every other tenant's reset. + """ + + def test_none_is_allowed(self): + from litellm.proxy.management_endpoints.common_utils import ( + validate_budget_duration, + ) + + assert validate_budget_duration(None) is None + + @pytest.mark.parametrize("duration", ["30s", "5m", "1h", "1d", "7d", "30d", "1mo"]) + def test_positive_durations_are_allowed(self, duration): + from litellm.proxy.management_endpoints.common_utils import ( + validate_budget_duration, + ) + + assert validate_budget_duration(duration) is None + + @pytest.mark.parametrize("duration", ["0s", "0m", "0h", "0d", "-5m", "abc", ""]) + def test_non_advancing_durations_are_rejected(self, duration): + from fastapi import HTTPException + + from litellm.proxy.management_endpoints.common_utils import ( + validate_budget_duration, + ) + + with pytest.raises(HTTPException) as exc_info: + validate_budget_duration(duration) + assert exc_info.value.status_code == 400 + + def test_rejection_detail_is_exact(self): + from fastapi import HTTPException + + from litellm.proxy.management_endpoints.common_utils import ( + validate_budget_duration, + ) + + with pytest.raises(HTTPException) as exc_info: + validate_budget_duration("0s") + + assert exc_info.value.detail == { + "error": "Invalid budget_duration '0s'. Use a format like '1h', '24h', '7d', or '30d'." + } + + class TestRequireCallerUserIdErrorDetail: """The 403 for a service-account key must carry the exact error body.""" diff --git a/tests/test_litellm/proxy/management_endpoints/test_customer_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_customer_endpoints.py index 0af5ad6cd9b..5efed8de325 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_customer_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_customer_endpoints.py @@ -749,6 +749,40 @@ def test_char_new_body(mock_prisma_client, mock_user_api_key_auth): assert response.json() == _EXPECTED_CUSTOMER +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +def test_customer_new_rejects_a_duration_that_never_advances( + mock_prisma_client, mock_user_api_key_auth, bad_duration +): + """A zero-length window resets to "now", leaving the customer's budget row + permanently due for the reset job to re-read every tick.""" + mock_prisma_client.db.litellm_endusertable.create = AsyncMock(return_value=_row(_FULL_DB_ROW)) + + response = client.post( + "/customer/new", + json={"user_id": "c1", "max_budget": 10.0, "budget_duration": bad_duration}, + headers={"Authorization": "Bearer k"}, + ) + + assert response.status_code == 400, response.text + assert "Invalid budget_duration" in response.text + mock_prisma_client.db.litellm_endusertable.create.assert_not_awaited() + + +def test_customer_new_accepts_a_normal_duration(mock_prisma_client, mock_user_api_key_auth): + mock_prisma_client.db.litellm_endusertable.create = AsyncMock(return_value=_row(_FULL_DB_ROW)) + mock_prisma_client.db.litellm_budgettable.create = AsyncMock( + return_value=_row({"budget_id": "b1", "max_budget": 10.0}) + ) + + response = client.post( + "/customer/new", + json={"user_id": "c1", "max_budget": 10.0, "budget_duration": "30d"}, + headers={"Authorization": "Bearer k"}, + ) + + assert response.status_code == 200, response.text + + def test_char_update_body(mock_prisma_client, mock_user_api_key_auth): mock_prisma_client.db.litellm_endusertable.find_first = AsyncMock( return_value=_row({"user_id": "c1", "blocked": False}) diff --git a/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py index 056c2d3657a..cd5a5d42b09 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py @@ -788,6 +788,68 @@ def test_update_internal_user_params_reset_spend_and_max_budget(): assert "budget_duration" not in non_default_values # Should not add default values +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +def test_update_internal_user_params_rejects_a_duration_that_never_advances(bad_duration): + """A zero-length window resets to "now", so the user row is due again the + moment it is written and the reset job re-reads it on every tick. Enough of + them fill each batch and starve other tenants' resets. + """ + from fastapi import HTTPException + + from litellm.proxy._types import UpdateUserRequest + from litellm.proxy.management_endpoints.internal_user_endpoints import ( + _update_internal_user_params, + ) + + data = UpdateUserRequest(user_id="test_user_id", budget_duration=bad_duration) + + with pytest.raises(HTTPException) as exc_info: + _update_internal_user_params(data_json=data.model_dump(exclude_unset=True), data=data) + + assert exc_info.value.status_code == 400 + assert "Invalid budget_duration" in str(exc_info.value.detail) + + +def test_update_internal_user_params_accepts_a_normal_duration(): + from litellm.proxy._types import UpdateUserRequest + from litellm.proxy.management_endpoints.internal_user_endpoints import ( + _update_internal_user_params, + ) + + data = UpdateUserRequest(user_id="test_user_id", budget_duration="30d") + + non_default_values = _update_internal_user_params(data_json=data.model_dump(exclude_unset=True), data=data) + + assert non_default_values["budget_duration"] == "30d" + assert non_default_values["budget_reset_at"] is not None + + +@pytest.mark.asyncio +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +async def test_new_user_rejects_a_duration_that_never_advances(mocker, bad_duration): + """/user/new must reject the same never-advancing durations /user/update does.""" + from unittest.mock import AsyncMock, MagicMock + + from litellm.proxy.management_endpoints.internal_user_endpoints import new_user + + mocker.patch("litellm.proxy.proxy_server.prisma_client", MagicMock()) + duplicate_check = mocker.patch( + "litellm.proxy.management_endpoints.internal_user_endpoints._check_duplicate_user_id", + new=AsyncMock(), + ) + admin = UserAPIKeyAuth(user_id="admin", user_role=LitellmUserRoles.PROXY_ADMIN) + + with pytest.raises(ProxyException) as exc_info: + await new_user( + data=NewUserRequest(budget_duration=bad_duration), + user_api_key_dict=admin, + ) + + assert str(exc_info.value.code) == "400" + assert "Invalid budget_duration" in str(exc_info.value.message) + duplicate_check.assert_not_awaited() + + @pytest.mark.asyncio async def test_new_user_license_over_limit(mocker): """ diff --git a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py index 3ce25f7a934..8f151ed882c 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py @@ -2527,6 +2527,72 @@ def _setup_update_key_mocks(monkeypatch, mock_prisma_client): monkeypatch.setattr("litellm.store_audit_logs", False) +@pytest.mark.asyncio +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +async def test_update_key_rejects_a_duration_that_never_advances(monkeypatch, bad_duration): + """A zero-length window resets to "now", so the key row is due again the + moment it is written. The reset job re-reads such rows on every tick, and a + tenant with enough of them fills each batch and starves other tenants. + """ + from litellm.proxy.management_endpoints.key_management_endpoints import ( + update_key_fn, + ) + + hashed_token = "0d62f396c1317066f55a96086517047c737087c61eb2bf016b72e6298927b15b" + key_in_db = LiteLLM_VerificationToken(token=hashed_token, user_id="test-user") + + mock_prisma_client = AsyncMock() + mock_prisma_client.db.litellm_verificationtoken.find_unique = AsyncMock( + return_value=key_in_db + ) + mock_prisma_client.update_data = AsyncMock() + _setup_update_key_mocks(monkeypatch, mock_prisma_client) + + with pytest.raises(ProxyException) as exc_info: + await update_key_fn( + request=MagicMock(), + data=UpdateKeyRequest(key=hashed_token, budget_duration=bad_duration), + user_api_key_dict=UserAPIKeyAuth( + user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-admin", user_id="admin-user" + ), + litellm_changed_by=None, + ) + + assert str(exc_info.value.code) == "400" + assert "Invalid budget_duration" in str(exc_info.value.message) + mock_prisma_client.update_data.assert_not_awaited() + + +@pytest.mark.asyncio +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +async def test_generate_key_rejects_a_duration_that_never_advances(monkeypatch, bad_duration): + """/key/generate must reject the same never-advancing durations /key/update does.""" + from litellm.proxy.management_endpoints.key_management_endpoints import ( + generate_key_fn, + ) + + mock_prisma_client = AsyncMock() + monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma_client) + monkeypatch.setattr("litellm.proxy.proxy_server.llm_router", None) + monkeypatch.setattr("litellm.proxy.proxy_server.premium_user", True) + + with patch( + "litellm.proxy.management_endpoints.key_management_endpoints.generate_key_helper_fn", + new=AsyncMock(), + ) as mock_generate: + with pytest.raises(ProxyException) as exc_info: + await generate_key_fn( + data=GenerateKeyRequest(budget_duration=bad_duration), + user_api_key_dict=UserAPIKeyAuth( + user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-1234", user_id="1234" + ), + ) + + assert str(exc_info.value.code) == "400" + assert "Invalid budget_duration" in str(exc_info.value.message) + mock_generate.assert_not_awaited() + + @pytest.mark.asyncio async def test_update_key_by_alias_only(monkeypatch): """ @@ -8081,7 +8147,7 @@ async def test_key_with_budget_id_does_not_store_budget_duration(): budget_duration, the key does NOT get budget_duration stored on it. Keys with budget_id follow their linked budget tier's reset schedule; - reset_budget_for_keys_linked_to_budgets() resets them when the tier resets. + reset_budget_for_litellm_budget_table() resets them when the tier resets. This avoids duplicating budget_duration on keys so tier updates apply automatically to all linked keys. """ diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py index f17a6dbd380..6abc40eb28e 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py @@ -380,6 +380,66 @@ async def test_update_team_permissions_success(mock_db_client, mock_admin_auth): app.dependency_overrides = {} +@pytest.mark.asyncio +@pytest.mark.parametrize("field", ["budget_duration", "team_member_budget_duration"]) +@pytest.mark.parametrize("bad_duration", ["0s", "-5m"]) +async def test_new_team_rejects_a_duration_that_never_advances( + mock_db_client, mock_admin_auth, field, bad_duration +): + """A zero-length window resets to "now", so the team row is due again the + moment it is written. The reset job re-reads such rows on every tick, and a + tenant with enough of them fills each batch and starves other tenants. + """ + from fastapi import Request + + from litellm.proxy._types import NewTeamRequest + from litellm.proxy.management_endpoints.team_endpoints import new_team + + mock_db_client.db = MagicMock() + mock_team_create = AsyncMock() + mock_db_client.db.litellm_teamtable = MagicMock() + mock_db_client.db.litellm_teamtable.create = mock_team_create + + with pytest.raises(ProxyException) as exc_info: + await new_team( + data=NewTeamRequest(team_alias="my-team", **{field: bad_duration}), + http_request=MagicMock(spec=Request), + user_api_key_dict=mock_admin_auth, + ) + + assert str(exc_info.value.code) == "400" + assert "Invalid budget_duration" in str(exc_info.value.message) + mock_team_create.assert_not_awaited() + + +@pytest.mark.asyncio +@pytest.mark.parametrize("field", ["budget_duration", "team_member_budget_duration"]) +async def test_update_team_rejects_a_duration_that_never_advances( + mock_db_client, mock_admin_auth, field +): + """/team/update must reject the same never-advancing durations /team/new does.""" + from fastapi import Request + + from litellm.proxy._types import UpdateTeamRequest + from litellm.proxy.management_endpoints.team_endpoints import update_team + + mock_db_client.db = MagicMock() + mock_find_unique = AsyncMock(return_value=None) + mock_db_client.db.litellm_teamtable = MagicMock() + mock_db_client.db.litellm_teamtable.find_unique = mock_find_unique + + with pytest.raises(ProxyException) as exc_info: + await update_team( + data=UpdateTeamRequest(team_id="team-1", **{field: "0s"}), + http_request=MagicMock(spec=Request), + user_api_key_dict=mock_admin_auth, + ) + + assert str(exc_info.value.code) == "400" + assert "Invalid budget_duration" in str(exc_info.value.message) + mock_find_unique.assert_not_awaited() + + @pytest.mark.asyncio async def test_new_team_with_object_permission(mock_db_client, mock_admin_auth): """ diff --git a/tests/test_litellm/repositories/test_unit_of_work.py b/tests/test_litellm/repositories/test_unit_of_work.py index 35f102bbb9d..c270a570ad9 100644 --- a/tests/test_litellm/repositories/test_unit_of_work.py +++ b/tests/test_litellm/repositories/test_unit_of_work.py @@ -3,7 +3,10 @@ from typing import Any, Dict, List, Mapping, Tuple import pytest -from litellm.repositories.unit_of_work import spend_reset_unit_of_work +from litellm.repositories.unit_of_work import ( + budget_cascade_unit_of_work, + spend_reset_unit_of_work, +) class FakeBatchTable: @@ -14,6 +17,9 @@ class FakeBatchTable: def update(self, where: Mapping[str, object], data: Mapping[str, object]) -> None: self._calls.append((self._table_name, dict(where), dict(data))) + def update_many(self, where: Mapping[str, object], data: Mapping[str, object]) -> None: + self._calls.append((f"{self._table_name}.update_many", dict(where), dict(data))) + class FakeBatch: def __init__(self): @@ -22,6 +28,11 @@ class FakeBatch: self.litellm_verificationtoken = FakeBatchTable("litellm_verificationtoken", self.calls) self.litellm_usertable = FakeBatchTable("litellm_usertable", self.calls) self.litellm_teamtable = FakeBatchTable("litellm_teamtable", self.calls) + self.litellm_budgettable = FakeBatchTable("litellm_budgettable", self.calls) + self.litellm_teammembership = FakeBatchTable("litellm_teammembership", self.calls) + self.litellm_organizationtable = FakeBatchTable("litellm_organizationtable", self.calls) + self.litellm_tagtable = FakeBatchTable("litellm_tagtable", self.calls) + self.litellm_endusertable = FakeBatchTable("litellm_endusertable", self.calls) async def commit(self) -> None: self.commit_count += 1 @@ -64,3 +75,53 @@ async def test_empty_block_still_commits_the_batch(): assert batch.commit_count == 1 assert batch.calls == [] + + +async def test_budget_cascade_dependents_and_window_advance_share_one_batch(): + batch = FakeBatch() + reset_at = datetime(2026, 8, 3, 12, 0, tzinfo=timezone.utc) + linked = {"budget_id": {"in": ["budget-1"]}} + + async with budget_cascade_unit_of_work(lambda: batch) as uow: + uow.team_memberships.queue_spend_zero(where=linked) + uow.keys.queue_spend_zero(where=linked) + uow.organizations.queue_spend_zero(where=linked) + uow.tags.queue_spend_zero(where=linked) + uow.endusers.queue_spend_zero(where={"user_id": {"in": ["enduser-1"]}}) + uow.budgets.queue_window_advance(budget_id="budget-1", budget_reset_at=reset_at) + assert batch.commit_count == 0 + + assert batch.commit_count == 1 + assert batch.calls == [ + ("litellm_teammembership.update_many", linked, {"spend": 0}), + ("litellm_verificationtoken.update_many", linked, {"spend": 0}), + ("litellm_organizationtable.update_many", linked, {"spend": 0}), + ("litellm_tagtable.update_many", linked, {"spend": 0}), + ("litellm_endusertable.update_many", {"user_id": {"in": ["enduser-1"]}}, {"spend": 0}), + ("litellm_budgettable.update_many", {"budget_id": "budget-1"}, {"budget_reset_at": reset_at}), + ] + + +async def test_budget_window_advance_tolerates_a_tier_deleted_mid_chunk(): + """A tier deleted between the read and the commit must not abort the batch: + ``update`` raises P2025 on a missing row and takes every other write in the + chunk down with it, while ``update_many`` just matches nothing.""" + batch = FakeBatch() + + async with budget_cascade_unit_of_work(lambda: batch) as uow: + uow.budgets.queue_window_advance(budget_id="budget-1", budget_reset_at=datetime.now(timezone.utc)) + + assert [call[0] for call in batch.calls] == ["litellm_budgettable.update_many"] + + +async def test_budget_cascade_raising_inside_block_skips_commit(): + """A failure part-way through must leave budget_reset_at where it was, so + the tier is still due on the next tick.""" + batch = FakeBatch() + + with pytest.raises(RuntimeError, match="boom"): + async with budget_cascade_unit_of_work(lambda: batch) as uow: + uow.team_memberships.queue_spend_zero(where={"budget_id": {"in": ["budget-1"]}}) + raise RuntimeError("boom") + + assert batch.commit_count == 0 diff --git a/type-discipline-budget.json b/type-discipline-budget.json index 585f8cd77f9..c990ae52ff2 100644 --- a/type-discipline-budget.json +++ b/type-discipline-budget.json @@ -1,9 +1,9 @@ { "LIT001": { - "limit": 23064 + "limit": 23057 }, "LIT002": { - "limit": 27166 + "limit": 27156 }, "LIT003": { "limit": 269 @@ -27,9 +27,9 @@ "limit": 0 }, "LIT010": { - "limit": 16753 + "limit": 16744 }, "LIT011": { - "limit": 5598 + "limit": 5596 } } From 3e287b43a04e2a2a41cd97d70d7b6a910e29268a Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 14:54:16 -0700 Subject: [PATCH 164/234] docs(terraform): describe the provider release as automatic The runbook still read as a fully manual flow: dispatch the publish workflow by hand, then approve a second gate in the mirror repo. Neither is true now. project-releaser checks the provider changelog on every release except adhoc, nightly included, and dispatches the publish itself when the topmost released heading has moved ahead of the mirror's tags, so cutting the version heading is what ships the provider. The mirror's own release workflow no longer gates, leaving one approval in project-releaser. --- terraform/provider/RELEASING.md | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/terraform/provider/RELEASING.md b/terraform/provider/RELEASING.md index 1dc296f29b8..7b359047e2f 100644 --- a/terraform/provider/RELEASING.md +++ b/terraform/provider/RELEASING.md @@ -106,19 +106,23 @@ Before creating a release: 4. **Land the changes in BerriAI/litellm** - Open a PR to `BerriAI/litellm` updating `terraform/provider/CHANGELOG.md` (and any source changes) and merge it. Note the merge commit SHA; the release workflow takes it as `git_ref` + Open a PR to `BerriAI/litellm` updating `terraform/provider/CHANGELOG.md` (and any source changes) and merge it ### 2. Mirror and Tag via project-releaser The provider source lives at `terraform/provider/` in `BerriAI/litellm`; `BerriAI/terraform-provider-litellm` is a thin release mirror. Do not commit or tag the mirror directly +Normally there is nothing to do here. `BerriAI/project-releaser`'s release pipeline runs the same check on every release except `adhoc`, nightly included: it reads the topmost released heading in `terraform/provider/CHANGELOG.md`, probes the mirror for `v`, and dispatches `Publish Terraform provider` only when the changelog has moved ahead of what the mirror carries. Cutting the version heading in step 1 is therefore what releases the provider, and the next release picks it up, so the wait is a day rather than a week + +Dispatch by hand only for an out-of-band release, or to recover a run that failed: + 1. Go to `BerriAI/project-releaser` > **Actions** > `Publish Terraform provider` 2. Click **Run workflow**: - `git_ref`: full 40-char commit SHA from `BerriAI/litellm` to release from - `provider_version`: the new version without the `v` prefix (e.g. `0.3.0`) - `dry_run`: optional; validates without pushing -3. The workflow rsyncs `terraform/provider/` into the mirror repo, commits, and pushes tag `v` -4. The tag push triggers the mirror's `Release` workflow (goreleaser), which is gated by the `production-release` environment approval + +Automatic or manual, the run waits on the `production-release` approval in `project-releaser`, then rsyncs `terraform/provider/` into the mirror repo, commits, and pushes tag `v`. That approval is the only one in the flow. The tag push triggers the mirror's `Release` workflow (goreleaser), which runs unattended **Important**: - Tags must follow the format: `v..` (e.g., `v0.1.2`, `v1.0.0`) From 8f0644e63ff48cae494a0c60378f6fafbff21c0d Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:00:45 -0700 Subject: [PATCH 165/234] fix(ui): scope Virtual Keys and Logs team lists to the caller The Virtual Keys table and the Logs page team filter both asked for every team on the proxy, which /v2/team/list and /team/list reject with a 401 for any role below proxy admin or org admin. Both endpoints answer the same request with the caller's own teams when it carries a user_id, so send one. Only the two unscoped call sites change. The remaining callers either already role-branch or render on surfaces gated to roles the endpoints answer broadly, and scoping those would shrink the list they see: a proxy admin scoped to their own id gets nothing back, and an org admin scoped on /team/list loses the org teams they administer but do not belong to. The shared helper reads the display-form session role rather than all_admin_roles, which mixes display labels with raw role names and so does not match the "Org Admin" value the dashboard actually holds. --- .../(dashboard)/hooks/teams/useTeams.test.ts | 73 +++++++++++++++++++ .../app/(dashboard)/hooks/teams/useTeams.ts | 19 +++-- .../key_team_helpers/filter_helpers.test.ts | 43 ++++++++++- .../key_team_helpers/filter_helpers.ts | 10 ++- .../view_logs/log_filter_logic.test.tsx | 37 ++++++++++ .../components/view_logs/log_filter_logic.tsx | 7 +- ui/litellm-dashboard/src/utils/roles.test.ts | 40 ++++++++++ ui/litellm-dashboard/src/utils/roles.ts | 9 +++ 8 files changed, 225 insertions(+), 13 deletions(-) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts index 66dfc43cebb..8980c772c9b 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts @@ -820,6 +820,18 @@ describe("useAllTeams", () => { }); const requestedPage = (url: string) => new URLSearchParams(url.split("?")[1]).get("page"); + const requestedUserId = (url: string) => new URLSearchParams(url.split("?")[1]).get("user_id"); + const asRole = (userRole: string, userId = "test-user-id") => + mockUseAuthorized.mockReturnValue({ + accessToken: "test-access-token", + userId, + userRole, + token: "test-token", + userEmail: "test@example.com", + premiumUser: false, + disabledPersonalKeyCreation: null, + showSSOBanner: false, + }); it("paginates /v2/team/list to completion and concatenates every page", async () => { fetchMock.mockImplementation((url: string) => @@ -892,4 +904,65 @@ describe("useAllTeams", () => { await waitFor(() => expect(fetchMock).toHaveBeenCalledTimes(2)); }); + + it("scopes the request to the caller for an internal user and returns their teams", async () => { + asRole("Internal User", "member-7"); + fetchMock.mockResolvedValue(pageResponse(mockTeams, 1, 1)); + + const { result } = renderHook(() => useAllTeams(), { wrapper }); + + await waitFor(() => expect(result.current.isSuccess).toBe(true)); + + // A scoped call that comes back empty is the failure this guards against: the + // 401 disappears but the page still shows no teams. + expect(result.current.data).toEqual(mockTeams); + expect(result.current.data?.length).toBeGreaterThan(0); + expect(requestedUserId(fetchMock.mock.calls[0][0] as string)).toBe("member-7"); + }); + + it("carries user_id on every page of a scoped multi-page result", async () => { + asRole("Internal Viewer", "member-7"); + fetchMock.mockImplementation((url: string) => + Promise.resolve( + requestedPage(url) === "1" ? pageResponse([mockTeams[0]], 1, 2) : pageResponse([mockTeams[1]], 2, 2), + ), + ); + + const { result } = renderHook(() => useAllTeams(), { wrapper }); + + await waitFor(() => expect(result.current.isSuccess).toBe(true)); + + expect(fetchMock).toHaveBeenCalledTimes(2); + const scopes = fetchMock.mock.calls.map((call) => requestedUserId(call[0] as string)); + expect(scopes).toEqual(["member-7", "member-7"]); + }); + + it.each(["Admin", "Admin Viewer", "Org Admin"])( + "sends no user_id for %s so the broad list is left intact", + async (userRole) => { + asRole(userRole); + fetchMock.mockResolvedValue(pageResponse(mockTeams, 1, 1)); + + const { result } = renderHook(() => useAllTeams(), { wrapper }); + + await waitFor(() => expect(result.current.isSuccess).toBe(true)); + + expect(requestedUserId(fetchMock.mock.calls[0][0] as string)).toBeNull(); + }, + ); + + it("refetches when the scope changes even though the access token has not", async () => { + asRole("Internal User", "member-7"); + fetchMock.mockResolvedValue(pageResponse(mockTeams, 1, 1)); + + const { result, rerender } = renderHook(() => useAllTeams(), { wrapper }); + await waitFor(() => expect(result.current.isSuccess).toBe(true)); + expect(fetchMock).toHaveBeenCalledTimes(1); + + asRole("Internal User", "member-8"); + rerender(); + + await waitFor(() => expect(fetchMock).toHaveBeenCalledTimes(2)); + expect(requestedUserId(fetchMock.mock.calls[1][0] as string)).toBe("member-8"); + }); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.ts index 4061026b94d..e209a1d7273 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.ts @@ -5,6 +5,7 @@ import { fetchTeams } from "@/app/(dashboard)/networking"; import { createQueryKeys } from "@/app/(dashboard)/hooks/common/queryKeysFactory"; import { teamInfoCall } from "@/components/networking"; import { getProxyBaseUrl, getGlobalLitellmHeaderName, deriveErrorMessage, handleError } from "@/components/networking"; +import { teamListScopeUserId } from "@/utils/roles"; export interface TeamsResponse { teams: Team[]; @@ -116,24 +117,30 @@ export const useTeams = (): UseQueryResult => { const ALL_TEAMS_PAGE_SIZE = 100; -const fetchAllTeamsPaged = async (accessToken: string): Promise => { - const firstPage: TeamsResponse = await teamListCall(accessToken, 1, ALL_TEAMS_PAGE_SIZE); +const fetchAllTeamsPaged = async (accessToken: string, userID: string | null): Promise => { + const firstPage: TeamsResponse = await teamListCall(accessToken, 1, ALL_TEAMS_PAGE_SIZE, { userID }); const totalPages = firstPage.total_pages ?? 1; if (totalPages <= 1) return firstPage.teams; const remainingPages: TeamsResponse[] = await Promise.all( - Array.from({ length: totalPages - 1 }, (_, i) => teamListCall(accessToken, i + 2, ALL_TEAMS_PAGE_SIZE)), + Array.from({ length: totalPages - 1 }, (_, i) => teamListCall(accessToken, i + 2, ALL_TEAMS_PAGE_SIZE, { userID })), ); return [firstPage, ...remainingPages].flatMap((page) => page.teams); }; export const useAllTeams = (): UseQueryResult => { - const { accessToken } = useAuthorized(); + const { accessToken, userId, userRole } = useAuthorized(); + const scopedUserID = teamListScopeUserId(userRole, userId); return useQuery({ queryKey: teamKeys.list({ - filters: { scope: "all", pageSize: ALL_TEAMS_PAGE_SIZE, accessToken: accessToken ?? "" }, + filters: { + scope: "all", + pageSize: ALL_TEAMS_PAGE_SIZE, + accessToken: accessToken ?? "", + userID: scopedUserID ?? "", + }, }), - queryFn: async () => await fetchAllTeamsPaged(accessToken!), + queryFn: async () => await fetchAllTeamsPaged(accessToken!, scopedUserID), enabled: Boolean(accessToken), staleTime: 30000, }); diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.test.ts b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.test.ts index 637325ad98d..15c45153026 100644 --- a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.test.ts +++ b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.test.ts @@ -1,11 +1,12 @@ -import { describe, expect, it, vi } from "vitest"; -import { fetchTeamFilterOptions } from "./filter_helpers"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import { fetchAllTeams, fetchTeamFilterOptions } from "./filter_helpers"; const mockKeyListCall = vi.fn(); +const mockTeamListCall = vi.fn(); vi.mock("@/components/networking", () => ({ keyListCall: (...args: unknown[]) => mockKeyListCall(...args), - teamListCall: vi.fn(), + teamListCall: (...args: unknown[]) => mockTeamListCall(...args), organizationListCall: vi.fn(), })); @@ -78,3 +79,39 @@ describe("fetchTeamFilterOptions", () => { expect(result).toEqual({ keyAliases: [], organizationIds: [], userIds: [] }); }); }); + +describe("fetchAllTeams", () => { + beforeEach(() => { + mockTeamListCall.mockReset(); + }); + + it("forwards the scoping user id to /team/list and returns the rows it answers with", async () => { + mockTeamListCall.mockResolvedValue([{ team_id: "team-a" }, { team_id: "team-b" }]); + + const teams = await fetchAllTeams("tok-123", null, "member-7"); + + expect(mockTeamListCall).toHaveBeenCalledWith("tok-123", null, "member-7"); + expect(teams.map((team) => team.team_id)).toEqual(["team-a", "team-b"]); + }); + + it("sends no user id when the caller is entitled to the broad list", async () => { + mockTeamListCall.mockResolvedValue([]); + + await fetchAllTeams("tok-123"); + + expect(mockTeamListCall).toHaveBeenCalledWith("tok-123", null, null); + }); + + it("keeps the organization filter independent of the scoping user id", async () => { + mockTeamListCall.mockResolvedValue([]); + + await fetchAllTeams("tok-123", "org-1", "member-7"); + + expect(mockTeamListCall).toHaveBeenCalledWith("tok-123", "org-1", "member-7"); + }); + + it("returns an empty list without calling the endpoint when there is no access token", async () => { + expect(await fetchAllTeams(null, null, "member-7")).toEqual([]); + expect(mockTeamListCall).not.toHaveBeenCalled(); + }); +}); diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts index fb701b4656b..7eef4d3a8b3 100644 --- a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts +++ b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts @@ -114,9 +114,15 @@ export const fetchTeamFilterOptions = async ( * Fetches all teams across all pages * @param accessToken The access token for API authentication * @param organizationId Optional organization ID to filter teams + * @param userID Scopes the list to that user's teams. Required for roles the endpoint + * does not grant a broad list to; see `teamListScopeUserId` * @returns Array of all teams */ -export const fetchAllTeams = async (accessToken: string | null, organizationId?: string | null): Promise => { +export const fetchAllTeams = async ( + accessToken: string | null, + organizationId?: string | null, + userID?: string | null, +): Promise => { if (!accessToken) return []; try { @@ -125,7 +131,7 @@ export const fetchAllTeams = async (accessToken: string | null, organizationId?: let hasMorePages = true; while (hasMorePages) { - const response = await teamListCall(accessToken, organizationId || null, null); + const response = await teamListCall(accessToken, organizationId || null, userID ?? null); // Add teams from this page allTeams = [...allTeams, ...response]; diff --git a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx index 080bf6b380a..45ef1d017ac 100644 --- a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx @@ -26,6 +26,8 @@ vi.mock("@/components/key_team_helpers/filter_helpers", () => ({ })); import { uiSpendLogsCall } from "../networking"; +import { fetchAllTeams } from "@/components/key_team_helpers/filter_helpers"; +import type { Team } from "../key_team_helpers/key_list"; const emptyResponse: PaginatedResponse = { data: [], @@ -198,6 +200,41 @@ describe("useLogFilterLogic", () => { }); }); + describe("team filter list scope", () => { + const callerTeams = [{ team_id: "team-a" }, { team_id: "team-b" }] as Team[]; + + it("scopes /team/list to an internal user and still surfaces their teams", async () => { + vi.mocked(fetchAllTeams).mockResolvedValue(callerTeams); + + const { result } = renderFilterHook({ userRole: "Internal User", userID: "member-7" }); + + await waitFor(() => expect(fetchAllTeams).toHaveBeenCalled()); + expect(fetchAllTeams).toHaveBeenCalledWith("test-token", null, "member-7"); + // Without the scope the request 401s and the filter falls back to an empty + // list, so the rows matter as much as the argument. + await waitFor(() => expect(result.current.allTeams).toEqual(callerTeams)); + }); + + it("scopes /team/list for an internal viewer", async () => { + vi.mocked(fetchAllTeams).mockResolvedValue(callerTeams); + + renderFilterHook({ userRole: "Internal Viewer", userID: "member-7" }); + + await waitFor(() => expect(fetchAllTeams).toHaveBeenCalledWith("test-token", null, "member-7")); + }); + + it.each(["Admin", "Admin Viewer", "Org Admin"])( + "leaves /team/list unscoped for %s so the broad list survives", + async (userRole) => { + vi.mocked(fetchAllTeams).mockResolvedValue(callerTeams); + + renderFilterHook({ userRole, userID: "member-7" }); + + await waitFor(() => expect(fetchAllTeams).toHaveBeenCalledWith("test-token", null, null)); + }, + ); + }); + it("returns an empty payload and does not crash when the call fails", async () => { vi.mocked(uiSpendLogsCall).mockRejectedValue(new Error("boom")); const { result } = renderFilterHook(); diff --git a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx index 8244066cadb..e1089c6a16c 100644 --- a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx @@ -4,6 +4,7 @@ import type { ColumnFiltersState, PaginationState, SortingState } from "@tanstac import { uiSpendLogsCall } from "../networking"; import { Team } from "../key_team_helpers/key_list"; import { fetchAllTeams } from "../../components/key_team_helpers/filter_helpers"; +import { teamListScopeUserId } from "../../utils/roles"; import { defaultPageSize } from "../constants"; import { LOGS_SORT_FIELD_MAP, type LogEntry, type LogsSortField } from "./columns"; @@ -194,11 +195,13 @@ export function useLogFilterLogic({ total_pages: 0, }; + const teamListUserID = teamListScopeUserId(userRole, userID); + const allTeamsQueryOptions: UseQueryOptions = { - queryKey: ["allTeamsForLogFilters", accessToken], + queryKey: ["allTeamsForLogFilters", accessToken, teamListUserID], queryFn: async () => { if (!accessToken) return []; - const teamsData = await fetchAllTeams(accessToken); + const teamsData = await fetchAllTeams(accessToken, null, teamListUserID); return teamsData || []; }, enabled: !!accessToken, diff --git a/ui/litellm-dashboard/src/utils/roles.test.ts b/ui/litellm-dashboard/src/utils/roles.test.ts index 83f633bc299..209353d3e3d 100644 --- a/ui/litellm-dashboard/src/utils/roles.test.ts +++ b/ui/litellm-dashboard/src/utils/roles.test.ts @@ -1,5 +1,6 @@ import { describe, it, expect } from "vitest"; import { + all_admin_roles, effectiveSessionRole, isAdminRole, isProxyAdminRole, @@ -8,6 +9,7 @@ import { isViewOnlySessionRole, rolesAllowedToViewWriteScopedPages, rolesWithWriteAccess, + teamListScopeUserId, } from "./roles"; import { Team } from "@/components/networking"; @@ -236,4 +238,42 @@ describe("roles", () => { expect(isViewOnlySessionRole("proxy_admin_viewer")).toBe(true); }); }); + + describe("teamListScopeUserId", () => { + const SESSION_USER_ID = "user-1"; + + // The truth table is driven through effectiveSessionRole rather than hand-written + // labels, so it keeps holding if the raw -> display mapping ever moves. + it.each(["proxy_admin", "proxy_admin_viewer", "org_admin"])( + "leaves %s unscoped so the endpoint keeps returning its broad list", + (rawRole) => { + expect(teamListScopeUserId(effectiveSessionRole(rawRole), SESSION_USER_ID)).toBeNull(); + }, + ); + + it.each(["internal_user", "internal_user_viewer", "internal_viewer", "app_user"])( + "scopes %s to its own user id, which is what the endpoint authorizes on", + (rawRole) => { + expect(teamListScopeUserId(effectiveSessionRole(rawRole), SESSION_USER_ID)).toBe(SESSION_USER_ID); + }, + ); + + it("also accepts the Admin Viewer label that formatUserRole emits", () => { + expect(teamListScopeUserId("Admin Viewer", SESSION_USER_ID)).toBeNull(); + }); + + it("scopes an unknown or absent role rather than assuming a broad list", () => { + expect(teamListScopeUserId(null, SESSION_USER_ID)).toBe(SESSION_USER_ID); + expect(teamListScopeUserId("Undefined Role", SESSION_USER_ID)).toBe(SESSION_USER_ID); + }); + + it("keeps Org Admin broad even though all_admin_roles carries only the raw org_admin", () => { + // all_admin_roles mixes display labels with raw role names, so isAdminRole is + // false for the value useAuthorized actually supplies for an org admin. Relying + // on it here would scope org admins down to their direct memberships. + expect(all_admin_roles).not.toContain(effectiveSessionRole("org_admin")); + expect(isAdminRole(effectiveSessionRole("org_admin"))).toBe(false); + expect(teamListScopeUserId(effectiveSessionRole("org_admin"), SESSION_USER_ID)).toBeNull(); + }); + }); }); diff --git a/ui/litellm-dashboard/src/utils/roles.ts b/ui/litellm-dashboard/src/utils/roles.ts index 8d226313f78..17a0ab11824 100644 --- a/ui/litellm-dashboard/src/utils/roles.ts +++ b/ui/litellm-dashboard/src/utils/roles.ts @@ -77,3 +77,12 @@ export const effectiveSessionRole = (rawUserRole?: string): string => { export const isViewOnlySessionRole = (rawUserRole?: string): boolean => viewOnlyRawRoles.includes(rawUserRole?.toLowerCase() ?? ""); + +// Session roles (the value `useAuthorized().userRole` supplies) that /team/list and +// /v2/team/list already answer with a broad list: proxy-wide for admins, org-wide for +// org admins. Sending a user_id for those narrows the response to direct memberships, +// so only the roles the endpoints would otherwise reject carry one. +const sessionRolesWithBroadTeamList: string[] = ["Admin", "Admin Viewer", "Org Admin"]; + +export const teamListScopeUserId = (userRole: string | null, userId: string | null): string | null => + sessionRolesWithBroadTeamList.includes(userRole ?? "") ? null : userId; From 76ad1c319de66c9213fa5295677b1baadd01717f Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Mon, 10 Aug 2026 15:09:59 -0700 Subject: [PATCH 166/234] feat(proxy): add GET /v1/indexes to list vector store indexes (#36289) * fix(scripts): stop type-discipline checker reading Literal strings as forward refs The checker re-parsed every string constant inside an annotation as a forward reference, so Literal["list"] was counted as the mutable list type. Skip Literal subtrees and ratchet the LIT001 ceiling down to the corrected count. * fix(proxy): keep lazy openapi snapshot fragments for transitively imported features generate_snapshot skipped register_fn for any feature module already in sys.modules, so a module pulled in transitively by an earlier feature never mounted its routes and its fragment silently vanished on regen (vector_store_management). Route collection also matched path_prefixes only, dropping suffix-matched routes from fragments. Register every feature and collect routes with feat.matches, mirroring the runtime loader. * feat(proxy): add GET /v1/indexes to list vector store indexes /v1/indexes was POST-only, so indexes created through it could never be viewed again. Add an admin-only list endpoint returning the stored index rows newest first, fix the stale index_create docstring curl, and regenerate the lazy openapi snapshot and dashboard schema types. * chore(proxy): defer lazy openapi snapshot catch-up regen to a follow-up Reverts _lazy_openapi_snapshot.json and schema.d.ts to the staging versions. The snapshot was months stale, so regenerating it here buried the actual change under ten thousand generated lines. A follow-up will land the regen together with CI enforcement that keeps the snapshot current. Until then GET /v1/indexes is served but absent from the dashboard's generated types, which the UI step needs anyway. * fix(proxy): use Annotated dependency to avoid new B008 violation --- litellm/proxy/_lazy_openapi_snapshot.py | 11 ++- .../proxy/vector_store_endpoints/endpoints.py | 49 ++++++++-- litellm/proxy/vector_store_endpoints/utils.py | 2 +- litellm/types/vector_stores.py | 5 + scripts/check_type_discipline.py | 42 ++++++--- .../proxy/test_lazy_openapi_snapshot.py | 76 ++++++++++----- .../test_vector_store_endpoints.py | 92 ++++++++++++++++++- .../test_check_type_discipline.py | 11 +++ 8 files changed, 235 insertions(+), 53 deletions(-) diff --git a/litellm/proxy/_lazy_openapi_snapshot.py b/litellm/proxy/_lazy_openapi_snapshot.py index 36ffc819774..41359d44b27 100644 --- a/litellm/proxy/_lazy_openapi_snapshot.py +++ b/litellm/proxy/_lazy_openapi_snapshot.py @@ -3,8 +3,11 @@ Per-feature OpenAPI snapshot for lazy-loaded routers. The committed JSON is generated by `python -m litellm.proxy._lazy_openapi_snapshot` and consumed at runtime so /openapi.json can show full route info for unloaded -features without importing them. CI verifies the file is current and surfaces -any drift as a neutral check. +features without importing them. No CI job regenerates this file; drift surfaces +only indirectly through check-ui-api-types.yml, which rebuilds schema.d.ts from +app.openapi() with the committed snapshot injected. After changing any lazily +loaded route or this generator, rerun the module and commit the JSON, then run +`npm run gen:api` in ui/litellm-dashboard and commit schema.d.ts. """ import json @@ -89,8 +92,6 @@ def generate_snapshot() -> dict[str, dict]: from litellm.proxy.proxy_server import app, ensure_unique_openapi_operation_ids for feat in LAZY_FEATURES: - if feat.module_path in sys.modules: - continue try: module = importlib.import_module(feat.module_path) feat.register_fn(app, module) @@ -100,7 +101,7 @@ def generate_snapshot() -> dict[str, dict]: fragments: Final[dict[str, dict]] = {} used_operation_ids: Final[set[str]] = set() for feat in LAZY_FEATURES: - feat_routes = [r for r in app.routes if any(getattr(r, "path", "").startswith(p) for p in feat.path_prefixes)] + feat_routes = [r for r in app.routes if feat.matches(getattr(r, "path", ""))] if not feat_routes: continue _stabilize_multi_method_route_ids(feat_routes) diff --git a/litellm/proxy/vector_store_endpoints/endpoints.py b/litellm/proxy/vector_store_endpoints/endpoints.py index c2483c81d6c..b497247f576 100644 --- a/litellm/proxy/vector_store_endpoints/endpoints.py +++ b/litellm/proxy/vector_store_endpoints/endpoints.py @@ -1,4 +1,4 @@ -from typing import Any, Final +from typing import Annotated, Any, Final from fastapi import APIRouter, Depends, HTTPException, Request, Response @@ -18,7 +18,8 @@ from litellm.proxy.vector_store_endpoints.utils import ( get_litellm_managed_vector_store, ) from litellm.repositories.table_repositories import ManagedVectorStoreIndexRepository -from litellm.types.vector_stores import IndexCreateRequest +from litellm.types.vector_stores import IndexCreateRequest, IndexListResponse +from litellm.vector_stores.vector_store_registry import VectorStoreIndexRegistry router: Final = APIRouter() ######################################################## @@ -549,14 +550,15 @@ async def index_create( Create an index. Just writes the index to the database. ```bash - curl -L -X POST 'http://0.0.0.0:4000/indexes/create' \ + curl -L -X POST 'http://0.0.0.0:4000/v1/indexes' \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer sk-1234' \ - -H 'LiteLLM-Beta: indexes_beta=v1' \ - -d '{ + -d '{ "index_name": "dall-e-3", - "vector_store_index": "real-index-name", - "vector_store_name": "azure-ai-search" + "litellm_params": { + "vector_store_index": "real-index-name", + "vector_store_name": "azure-ai-search" + } }' ``` """ @@ -592,3 +594,36 @@ async def index_create( new_index = await ManagedVectorStoreIndexRepository(prisma_client).table.create(data=jsonify_object(index_data)) return new_index.model_dump() + + +@router.get( + "/v1/indexes", + dependencies=[Depends(user_api_key_auth)], + response_model=IndexListResponse, +) +async def index_list( + user_api_key_dict: Annotated[UserAPIKeyAuth, Depends(user_api_key_auth)], +) -> IndexListResponse: + """ + List all vector store indexes. Proxy admin only. + + ```bash + curl -L -X GET 'http://0.0.0.0:4000/v1/indexes' \ + -H 'Authorization: Bearer sk-1234' + ``` + """ + from litellm.proxy.proxy_server import prisma_client + + assert_proxy_admin_for_vector_store_index_management( + user_api_key_dict, + operation="list", + ) + + if prisma_client is None: + raise HTTPException( + status_code=500, + detail=CommonProxyErrors.db_not_connected_error.value, + ) + + indexes: Final = await VectorStoreIndexRegistry._get_vector_store_indexes_from_db(prisma_client) + return IndexListResponse(data=indexes) diff --git a/litellm/proxy/vector_store_endpoints/utils.py b/litellm/proxy/vector_store_endpoints/utils.py index 402fba65558..94ba7c06cad 100644 --- a/litellm/proxy/vector_store_endpoints/utils.py +++ b/litellm/proxy/vector_store_endpoints/utils.py @@ -41,7 +41,7 @@ def _is_proxy_admin(user_api_key_dict: UserAPIKeyAuth) -> bool: def assert_proxy_admin_for_vector_store_index_management( user_api_key_dict: UserAPIKeyAuth, *, - operation: Literal["create", "delete", "update"] = "create", + operation: Literal["create", "delete", "update", "list"] = "create", ) -> None: """Raise 403 unless the caller is a proxy admin.""" if _is_proxy_admin(user_api_key_dict): diff --git a/litellm/types/vector_stores.py b/litellm/types/vector_stores.py index d1d4a39da1e..474c652ff3a 100644 --- a/litellm/types/vector_stores.py +++ b/litellm/types/vector_stores.py @@ -277,6 +277,11 @@ class LiteLLM_ManagedVectorStoreIndex(BaseModel): updated_by: str | None = None +class IndexListResponse(BaseModel): + object: Literal["list"] = "list" + data: tuple[LiteLLM_ManagedVectorStoreIndex, ...] + + class VectorStoreIndexType(str, Enum): """Type of vector store index""" diff --git a/scripts/check_type_discipline.py b/scripts/check_type_discipline.py index 65d0424fb5a..92eb7ef55a3 100644 --- a/scripts/check_type_discipline.py +++ b/scripts/check_type_discipline.py @@ -252,26 +252,40 @@ def scan_comments(path: Path, source: str) -> tuple[Comments, tuple[Violation, . # --------------------------------------------------------------------------- # -def mutable_names_in(annotation: ast.expr) -> Iterator[str]: +def _is_literal_subscript(node: ast.AST) -> bool: + if not isinstance(node, ast.Subscript): + return False + base: Final = node.value + return (isinstance(base, ast.Name) and base.id == "Literal") or ( + isinstance(base, ast.Attribute) and base.attr == "Literal" + ) + + +def mutable_names_in(annotation: ast.AST) -> Iterator[str]: """Yield mutable-collection names anywhere inside an annotation expression. Matches bare names (`dict`, `MutableMapping`) and dotted access (`typing.Dict`, `collections.deque`, `collections.abc.MutableMapping`), descends through nesting (`Mapping[str, list[int]]`, `tuple[set[int], ...]`) and string forward references. + Skips `Literal[...]` subtrees: their string arguments are values, not forward + references, so `Literal["list"]` is not the `list` type. """ - for node in ast.walk(annotation): - if isinstance(node, ast.Name) and node.id in MUTABLE_COLLECTIONS: - yield node.id - elif isinstance(node, ast.Attribute) and node.attr in MUTABLE_COLLECTIONS: - yield node.attr - elif isinstance(node, ast.Constant): - value: object = node.value # forward references arrive as string constants - if isinstance(value, str): - try: - inner = ast.parse(value, mode="eval").body - except SyntaxError: - continue - yield from mutable_names_in(inner) + if _is_literal_subscript(annotation): + return + if isinstance(annotation, ast.Name) and annotation.id in MUTABLE_COLLECTIONS: + yield annotation.id + elif isinstance(annotation, ast.Attribute) and annotation.attr in MUTABLE_COLLECTIONS: + yield annotation.attr + elif isinstance(annotation, ast.Constant): + value: object = annotation.value # forward references arrive as string constants + if isinstance(value, str): + try: + inner = ast.parse(value, mode="eval").body + except SyntaxError: + return + yield from mutable_names_in(inner) + for child in ast.iter_child_nodes(annotation): + yield from mutable_names_in(child) def _mutable_ann(path: Path, line: int, name: str, where: str) -> Violation: diff --git a/tests/test_litellm/proxy/test_lazy_openapi_snapshot.py b/tests/test_litellm/proxy/test_lazy_openapi_snapshot.py index 64cb931888b..79330b0e3a6 100644 --- a/tests/test_litellm/proxy/test_lazy_openapi_snapshot.py +++ b/tests/test_litellm/proxy/test_lazy_openapi_snapshot.py @@ -1,6 +1,7 @@ import sys from types import ModuleType, SimpleNamespace +from litellm.proxy._lazy_features import LazyFeature from litellm.proxy._lazy_openapi_snapshot import _normalize_operation_ids @@ -22,22 +23,20 @@ def test_generate_snapshot_uses_shared_operation_id_reservations(monkeypatch): fake_lazy_features_module = ModuleType("litellm.proxy._lazy_features") fake_lazy_features_module.LAZY_FEATURES = [ - SimpleNamespace( + LazyFeature( name="feature-a", module_path="fake_feature_a", path_prefixes=("/feature-a",), register_fn=lambda app, module: None, ), - SimpleNamespace( + LazyFeature( name="feature-b", module_path="fake_feature_b", path_prefixes=("/feature-b",), register_fn=lambda app, module: None, ), ] - monkeypatch.setitem( - sys.modules, "litellm.proxy._lazy_features", fake_lazy_features_module - ) + monkeypatch.setitem(sys.modules, "litellm.proxy._lazy_features", fake_lazy_features_module) def fake_get_openapi(title, version, routes): path = routes[0].path @@ -58,30 +57,59 @@ def test_generate_snapshot_uses_shared_operation_id_reservations(monkeypatch): fake_proxy_server_module = ModuleType("litellm.proxy.proxy_server") fake_proxy_server_module.app = fake_app - fake_proxy_server_module.ensure_unique_openapi_operation_ids = ( - fake_ensure_unique_openapi_operation_ids - ) - monkeypatch.setitem( - sys.modules, "litellm.proxy.proxy_server", fake_proxy_server_module - ) + fake_proxy_server_module.ensure_unique_openapi_operation_ids = fake_ensure_unique_openapi_operation_ids + monkeypatch.setitem(sys.modules, "litellm.proxy.proxy_server", fake_proxy_server_module) monkeypatch.setattr("fastapi.openapi.utils.get_openapi", fake_get_openapi) fragments = _lazy_openapi_snapshot.generate_snapshot() - assert ( - fragments["feature-a"]["paths"]["/feature-a/items"]["get"]["operationId"] - == "shared_operation_id_get" - ) - assert ( - fragments["feature-b"]["paths"]["/feature-b/items"]["get"]["operationId"] - == "shared_operation_id_get_2" - ) - assert fragments["feature-a"]["paths"]["/feature-a/items"]["get"]["tags"] == [ - "feature-a" - ] - assert fragments["feature-b"]["paths"]["/feature-b/items"]["get"]["tags"] == [ - "feature-b" + assert fragments["feature-a"]["paths"]["/feature-a/items"]["get"]["operationId"] == "shared_operation_id_get" + assert fragments["feature-b"]["paths"]["/feature-b/items"]["get"]["operationId"] == "shared_operation_id_get_2" + assert fragments["feature-a"]["paths"]["/feature-a/items"]["get"]["tags"] == ["feature-a"] + assert fragments["feature-b"]["paths"]["/feature-b/items"]["get"]["tags"] == ["feature-b"] + + +def test_generate_snapshot_registers_transitively_imported_modules(monkeypatch): + """A feature module already in sys.modules (pulled in transitively by an + earlier feature) must still get register_fn called, else its routes never + mount and its fragment silently vanishes from the snapshot. Fragment + collection must also honor path_suffixes, not just prefixes.""" + from litellm.proxy import _lazy_openapi_snapshot + + fake_app = SimpleNamespace(title="LiteLLM test", version="0.0.0", routes=[]) + + fake_module = ModuleType("fake_transitive_feature") + monkeypatch.setitem(sys.modules, "fake_transitive_feature", fake_module) + + def register_fn(app, module): + app.routes.append(SimpleNamespace(path="/transitive/items")) + app.routes.append(SimpleNamespace(path="/v1/{param}/deep/leaf")) + + fake_lazy_features_module = ModuleType("litellm.proxy._lazy_features") + fake_lazy_features_module.LAZY_FEATURES = [ + LazyFeature( + name="transitive", + module_path="fake_transitive_feature", + path_prefixes=("/transitive",), + path_suffixes=("/deep/leaf",), + register_fn=register_fn, + ) ] + monkeypatch.setitem(sys.modules, "litellm.proxy._lazy_features", fake_lazy_features_module) + + def fake_get_openapi(title, version, routes): + return {"paths": {route.path: {"get": {"operationId": f"op{i}_get"}} for i, route in enumerate(routes)}} + + fake_proxy_server_module = ModuleType("litellm.proxy.proxy_server") + fake_proxy_server_module.app = fake_app + fake_proxy_server_module.ensure_unique_openapi_operation_ids = lambda schema, reserved_operation_ids: schema + monkeypatch.setitem(sys.modules, "litellm.proxy.proxy_server", fake_proxy_server_module) + monkeypatch.setattr("fastapi.openapi.utils.get_openapi", fake_get_openapi) + + fragments = _lazy_openapi_snapshot.generate_snapshot() + + assert fragments["transitive"]["paths"]["/transitive/items"]["get"]["tags"] == ["transitive"] + assert "/v1/{param}/deep/leaf" in fragments["transitive"]["paths"] def test_normalize_operation_ids_uses_each_http_method(): diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py index e7de8b54e4e..02ca64e5fb8 100644 --- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py +++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py @@ -16,10 +16,11 @@ import litellm from litellm.integrations.vector_store_integrations.vector_store_pre_call_hook import ( LiteLLM_ManagedVectorStore, ) -from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth +from litellm.proxy._types import CommonProxyErrors, LitellmUserRoles, UserAPIKeyAuth from litellm.proxy.vector_store_endpoints.endpoints import ( _update_request_data_with_litellm_managed_vector_store_registry, index_create, + index_list, ) from litellm.proxy.vector_store_files_endpoints.endpoints import ( _update_request_data_with_model_routing_hint, @@ -37,7 +38,7 @@ from litellm.proxy.vector_store_endpoints.utils import ( is_allowed_to_call_vector_store_endpoint, is_allowed_to_call_vector_store_files_endpoint, ) -from litellm.types.vector_stores import IndexCreateRequest +from litellm.types.vector_stores import IndexCreateRequest, IndexListResponse from litellm.types.utils import LlmProviders @@ -1316,6 +1317,93 @@ class TestIndexCreate: mock_prisma.db.litellm_managedvectorstoreindextable.create.assert_awaited_once() +class TestIndexList: + def _admin(self) -> UserAPIKeyAuth: + return UserAPIKeyAuth( + token="sk-test", + key_name="sk-...test", + user_role=LitellmUserRoles.PROXY_ADMIN, + user_id="admin-user", + ) + + def _index_row(self, index_id: str, index_name: str) -> dict: + return { + "id": index_id, + "index_name": index_name, + "litellm_params": { + "vector_store_index": f"real-{index_name}", + "vector_store_name": "azure-ai-search", + }, + "index_info": None, + "created_at": datetime(2026, 1, 2, tzinfo=timezone.utc), + "created_by": "admin-user", + "updated_at": datetime(2026, 1, 2, tzinfo=timezone.utc), + "updated_by": "admin-user", + } + + @pytest.mark.asyncio + async def test_index_list_requires_admin(self): + """Index topology must never reach non-admins, not even via a DB read.""" + mock_prisma = MagicMock() + mock_prisma.db.litellm_managedvectorstoreindextable.find_many = AsyncMock() + + with patch("litellm.proxy.proxy_server.prisma_client", mock_prisma): + with pytest.raises(HTTPException) as exc_info: + await index_list( + user_api_key_dict=UserAPIKeyAuth( + token="sk-test", + key_name="sk-...test", + user_role=LitellmUserRoles.INTERNAL_USER, + ) + ) + + assert exc_info.value.status_code == 403 + assert "Only proxy admins can list" in exc_info.value.detail + mock_prisma.db.litellm_managedvectorstoreindextable.find_many.assert_not_awaited() + + @pytest.mark.asyncio + async def test_index_list_requires_db_connection(self): + with patch("litellm.proxy.proxy_server.prisma_client", None): + with pytest.raises(HTTPException) as exc_info: + await index_list(user_api_key_dict=self._admin()) + + assert exc_info.value.status_code == 500 + assert CommonProxyErrors.db_not_connected_error.value in exc_info.value.detail + + @pytest.mark.asyncio + async def test_index_list_returns_db_rows_newest_first(self): + """Rows round-trip into typed models and DB ordering (created_at desc) is requested.""" + rows = [ + self._index_row("idx-2", "index-b"), + self._index_row("idx-1", "index-a"), + ] + mock_prisma = MagicMock() + mock_prisma.db.litellm_managedvectorstoreindextable.find_many = AsyncMock(return_value=rows) + + with patch("litellm.proxy.proxy_server.prisma_client", mock_prisma): + result = await index_list(user_api_key_dict=self._admin()) + + assert isinstance(result, IndexListResponse) + assert result.object == "list" + assert [index.index_name for index in result.data] == ["index-b", "index-a"] + assert result.data[0].litellm_params.vector_store_index == "real-index-b" + assert result.data[0].litellm_params.vector_store_name == "azure-ai-search" + assert result.data[1].litellm_params.vector_store_index == "real-index-a" + mock_prisma.db.litellm_managedvectorstoreindextable.find_many.assert_awaited_once_with( + order={"created_at": "desc"} + ) + + def test_get_v1_indexes_route_registered(self): + from litellm.proxy.vector_store_endpoints.endpoints import router + + routes = [ + (method, getattr(route, "path", None)) + for route in router.routes + for method in (getattr(route, "methods", None) or ()) + ] + assert ("GET", "/v1/indexes") in routes + + class TestIsAllowedToCallVectorStoreFilesEndpoint: def _mock_provider_config(self): provider_config = MagicMock() diff --git a/tests/test_litellm/test_check_type_discipline.py b/tests/test_litellm/test_check_type_discipline.py index 4b8533df604..25131088e9a 100644 --- a/tests/test_litellm/test_check_type_discipline.py +++ b/tests/test_litellm/test_check_type_discipline.py @@ -117,6 +117,17 @@ def test_typing_alias_and_forward_ref_annotations_are_flagged(tmp_path): assert "LIT001" in _codes(tmp_path, 'x: "dict[str, int]"\n') +def test_literal_string_args_are_values_not_forward_refs(tmp_path): + assert "LIT001" not in _codes(tmp_path, 'from typing import Literal\nx: Literal["list"] = "list"\n') + assert "LIT001" not in _codes( + tmp_path, + 'from typing import Literal\ndef f(op: Literal["create", "list"] = "create") -> None:\n return None\n', + ) + assert "LIT001" not in _codes(tmp_path, 'import typing\nx: typing.Literal["dict"] = "dict"\n') + assert "LIT001" in _codes(tmp_path, 'from typing import Literal\nx: dict[str, Literal["a"]]\n') + assert "LIT001" in _codes(tmp_path, "x: \"Literal['x'] | list[int]\"\n") + + def test_readonly_annotations_are_clean(tmp_path): for ann in ("Mapping[str, int]", "Sequence[int]", "tuple[int, ...]", "frozenset[int]"): assert "LIT001" not in _codes(tmp_path, f"from typing import Mapping, Sequence\nx: {ann}\n") From 5096fc79274216211ceb45b806411218b95706b4 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:10:08 -0700 Subject: [PATCH 167/234] fix(ui): gate the Old Usage page behind a proxy-admin capability The Old Usage nav entry carried no role restriction, so every role saw it and the page immediately fired eight /global/spend/* requests that the proxy withholds from non-admins, producing a wall of 401s. Gate the nav entry, the page, and both of its mount effects behind a single viewGlobalSpend capability scoped to proxy_admin and proxy_admin_viewer, matching what the backend actually serves. Also drop the session JWT that adminspendByProvider put in the /global/spend/provider query string; the handler never read it. --- .../old-usage/_components/usage.test.tsx | 80 ++++++++++++++++--- .../old-usage/_components/usage.tsx | 34 ++++++-- .../src/components/leftnav.test.tsx | 25 ++++++ .../src/components/leftnav.tsx | 8 +- .../src/components/networking.tsx | 2 - .../src/utils/capabilities.test.ts | 46 +++++++++++ .../src/utils/capabilities.ts | 5 +- 7 files changed, 180 insertions(+), 20 deletions(-) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx index e3db50b7300..4cf210c6e38 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx @@ -1,6 +1,6 @@ import React from "react"; import { describe, it, expect, vi, beforeEach } from "vitest"; -import { screen, waitFor, within } from "@testing-library/react"; +import { act, screen, waitFor, within } from "@testing-library/react"; import userEvent from "@testing-library/user-event"; import { renderWithProviders } from "../../../../../tests/test-utils"; import UsagePage from "./usage"; @@ -49,6 +49,17 @@ const renderUsage = (overrides: Partial> />, ); +// Mount fires two effects whose requests sit behind a promise chain +// (proxy settings, then the spend query). "proves the flush window is wide +// enough" below keeps this honest: it asserts the same flush surfaces those +// requests for an admin, so a denied role's silence means the gate held. +const flushPendingRequests = async () => { + await act(async () => { + await new Promise((resolve) => setTimeout(resolve, 0)); + await new Promise((resolve) => setTimeout(resolve, 0)); + }); +}; + beforeEach(() => { vi.clearAllMocks(); networking.getProxyUISettings.mockResolvedValue(UNLIMITED_SETTINGS); @@ -185,18 +196,67 @@ describe("old usage page", () => { }); }); - describe("as a non-admin", () => { - it("renders only the All Up tab and skips admin-only queries", async () => { - renderUsage({ userRole: "Internal User" }); + // Every role below is served 401 on /global/spend/* by the proxy. Org admins + // and team admins reach the UI as "Internal User" — `org_admin` is an + // organization membership role, never a top-level user_role. + describe.each(["Internal User", "Internal Viewer", "internal_user", "internal_user_viewer", "Org Admin"])( + "as %s", + (userRole) => { + it("shows the admin-only notice instead of the usage dashboard", async () => { + renderUsage({ userRole }); + + expect(await screen.findByText(/Proxy-wide usage is only available to admin users/i)).toBeInTheDocument(); + expect(screen.queryByRole("tab", { name: "All Up" })).not.toBeInTheDocument(); + }); + + it("fires no /global/spend or /global/activity request", async () => { + renderUsage({ userRole }); + + await screen.findByText(/Proxy-wide usage is only available to admin users/i); + await flushPendingRequests(); + + expect(networking.getProxyUISettings).not.toHaveBeenCalled(); + expect(networking.adminSpendLogsCall).not.toHaveBeenCalled(); + expect(networking.adminTopKeysCall).not.toHaveBeenCalled(); + expect(networking.adminTopModelsCall).not.toHaveBeenCalled(); + expect(networking.adminTopEndUsersCall).not.toHaveBeenCalled(); + expect(networking.teamSpendLogsCall).not.toHaveBeenCalled(); + expect(networking.tagsSpendLogsCall).not.toHaveBeenCalled(); + expect(networking.allTagNamesCall).not.toHaveBeenCalled(); + expect(networking.adminspendByProvider).not.toHaveBeenCalled(); + expect(networking.adminGlobalActivity).not.toHaveBeenCalled(); + expect(networking.adminGlobalActivityPerModel).not.toHaveBeenCalled(); + }); + }, + ); + + describe("the admin-only gate", () => { + it("proves the flush window is wide enough to catch a leaked request", async () => { + renderUsage({ userRole: "Admin" }); + + await flushPendingRequests(); + + expect(networking.getProxyUISettings).toHaveBeenCalled(); + expect(networking.adminSpendLogsCall).toHaveBeenCalled(); + expect(networking.tagsSpendLogsCall).toHaveBeenCalled(); + expect(networking.adminGlobalActivity).toHaveBeenCalled(); + }); + + it("still lets an admin through, so the notice is a real gate and not a dead branch", async () => { + renderUsage({ userRole: "Admin" }); expect(await screen.findByRole("tab", { name: "All Up" })).toBeInTheDocument(); - expect(screen.queryByRole("tab", { name: "Team Based Usage" })).not.toBeInTheDocument(); - expect(screen.queryByRole("tab", { name: "Customer Usage" })).not.toBeInTheDocument(); - expect(screen.queryByRole("tab", { name: "Tag Based Usage" })).not.toBeInTheDocument(); - + expect(screen.queryByText(/Proxy-wide usage is only available to admin users/i)).not.toBeInTheDocument(); await waitFor(() => expect(networking.adminSpendLogsCall).toHaveBeenCalled()); - expect(networking.teamSpendLogsCall).not.toHaveBeenCalled(); - expect(networking.adminTopEndUsersCall).not.toHaveBeenCalled(); + }); + + it("does not put the session token in the provider spend query", async () => { + renderUsage({ userRole: "Admin", token: "session-jwt-value" }); + + await waitFor(() => expect(networking.adminspendByProvider).toHaveBeenCalled()); + const callArgs = networking.adminspendByProvider.mock.calls[0]; + expect(callArgs).not.toContain("session-jwt-value"); + expect(callArgs[0]).toBe("sk-test"); }); }); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.tsx b/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.tsx index 3d55f9bb698..5b2f8547822 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.tsx @@ -37,6 +37,7 @@ import { } from "@/components/networking"; import TopKeyView from "@/components/UsagePage/components/EntityUsage/TopKeyView"; import { MoneyCell } from "@/components/shared/table_cells"; +import { hasCapability } from "@/utils/capabilities"; import { formatNumberWithCommas } from "@/utils/dataUtils"; interface UsagePageProps { @@ -90,6 +91,7 @@ const TeamSpendBarList: React.FC<{ data: TeamSpendTotal[] }> = ({ data }) => { }; const UsagePage: React.FC = ({ accessToken, token, userRole, userID, keys, premiumUser }) => { + const canViewGlobalSpend = hasCapability(userRole, "viewGlobalSpend"); const currentDate = new Date(); const [keySpendData, setKeySpendData] = useState([]); const [topKeys, setTopKeys] = useState([]); @@ -155,8 +157,11 @@ const UsagePage: React.FC = ({ accessToken, token, userRole, use }; useEffect(() => { + if (!canViewGlobalSpend) { + return; + } updateTagSpendData(dateValue.from, dateValue.to); - }, [dateValue, selectedTags]); + }, [canViewGlobalSpend, dateValue, selectedTags]); const updateEndUserData = async ( startTime: Date | undefined, @@ -319,10 +324,7 @@ const UsagePage: React.FC = ({ accessToken, token, userRole, use const fetchProviderSpend = () => fetchAndSetData( - () => - accessToken && token - ? adminspendByProvider(accessToken, token, startTime, endTime) - : Promise.reject("No access token or token"), + () => (accessToken ? adminspendByProvider(accessToken, startTime, endTime) : Promise.reject("No access token")), setSpendByProvider, "Error fetching provider spend", ); @@ -467,6 +469,9 @@ const UsagePage: React.FC = ({ accessToken, token, userRole, use useEffect(() => { const initlizeUsageData = async () => { + if (!canViewGlobalSpend) { + return; + } if (accessToken && token && userRole && userID) { const proxy_settings: ProxySettings | undefined = await fetchProxySettings(); if (proxy_settings) { @@ -493,7 +498,24 @@ const UsagePage: React.FC = ({ accessToken, token, userRole, use }; initlizeUsageData(); - }, [accessToken, token, userRole, userID, startTime, endTime]); + }, [canViewGlobalSpend, accessToken, token, userRole, userID, startTime, endTime]); + + if (!canViewGlobalSpend) { + return ( +
+ + + Usage + + +

+ Proxy-wide usage is only available to admin users. Your own usage is on the Usage page. +

+ + +
+ ); + } if (proxySettings?.DISABLE_EXPENSIVE_DB_QUERIES) { return ( diff --git a/ui/litellm-dashboard/src/components/leftnav.test.tsx b/ui/litellm-dashboard/src/components/leftnav.test.tsx index f795076ff03..04aae64c768 100644 --- a/ui/litellm-dashboard/src/components/leftnav.test.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.test.tsx @@ -6,6 +6,7 @@ import Sidebar, { menuGroups, getBreadcrumb } from "./leftnav"; vi.mock("../utils/roles", () => { return { all_admin_roles: ["admin", "admin_viewer"], + old_admin_roles: ["admin", "admin_viewer"], internalUserRoles: ["internal"], rolesWithWriteAccess: ["admin", "internal"], rolesAllowedToViewWriteScopedPages: ["admin", "internal", "admin_viewer"], @@ -266,6 +267,30 @@ describe("Sidebar (leftnav)", () => { }); expect(screen.queryByText("Prompts")).not.toBeInTheDocument(); }); + + it("should hide Old Usage from internal users while keeping other Experimental children", async () => { + mockUseAuthorized.mockReturnValue(internalAuth); + renderWithProviders(); + + act(() => { + fireEvent.click(screen.getByText("Experimental")); + }); + await waitFor(() => { + expect(screen.getByText("API Playground")).toBeInTheDocument(); + }); + expect(screen.queryByText("Old Usage")).not.toBeInTheDocument(); + }); + + it("should show Old Usage to admins", async () => { + renderWithProviders(); + + act(() => { + fireEvent.click(screen.getByText("Experimental")); + }); + await waitFor(() => { + expect(screen.getByText("Old Usage")).toBeInTheDocument(); + }); + }); }); it("should show Organizations tab for organization admins", () => { diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx index 12d124b059e..805428f8cd8 100644 --- a/ui/litellm-dashboard/src/components/leftnav.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.tsx @@ -289,7 +289,13 @@ const menuGroups: MenuGroup[] = [ icon: , roles: all_admin_roles, }, - { key: "4", page: "usage", label: "Old Usage", icon: }, + { + key: "4", + page: "usage", + label: "Old Usage", + icon: , + roles: rolesWithCapability("viewGlobalSpend"), + }, ], }, ], diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index 17a5ca37990..25c87560cbd 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -2098,7 +2098,6 @@ export const adminTopEndUsersCall = async ( export const adminspendByProvider = async ( accessToken: string, - keyToken: string | null, startTime: string | undefined, endTime: string | undefined, ) => { @@ -2107,7 +2106,6 @@ export const adminspendByProvider = async ( accessToken, query: { ...(startTime && endTime ? { start_date: startTime, end_date: endTime } : {}), - ...(keyToken ? { api_key: keyToken } : {}), }, }); return data; diff --git a/ui/litellm-dashboard/src/utils/capabilities.test.ts b/ui/litellm-dashboard/src/utils/capabilities.test.ts index 858658309ec..ab3358b80ac 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.test.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.test.ts @@ -1,6 +1,7 @@ import { describe, expect, it } from "vitest"; import { hasCapability, rolesWithCapability } from "./capabilities"; +import { effectiveSessionRole } from "./roles"; describe("hasCapability", () => { it.each(["Admin", "Admin Viewer", "proxy_admin", "proxy_admin_viewer"])( @@ -67,6 +68,51 @@ describe.each(["viewAuditLogs", "viewDeletedTeams"] as const)("hasCapability - % ); }); +// Backend truth table for the `/global/spend/*` routes the Old Usage page calls +// (verified against a live proxy): only proxy_admin and proxy_admin_viewer are +// served. Org admins and team admins carry `internal_user` as their top-level +// user_role, so `effectiveSessionRole` renders them "Internal User" — an org +// admin never reaches the UI as "Org Admin" or `org_admin`. +describe("hasCapability - viewGlobalSpend", () => { + it.each(["Admin", "Admin Viewer", "proxy_admin", "proxy_admin_viewer"])("should grant it to %s", (role) => { + expect(hasCapability(role, "viewGlobalSpend")).toBe(true); + }); + + it.each([ + "Internal User", + "Internal Viewer", + "internal_user", + "internal_user_viewer", + "Org Admin", + "org_admin", + "App User", + "Unknown Role", + "", + null, + undefined, + ])("should deny it to %s", (role) => { + expect(hasCapability(role, "viewGlobalSpend")).toBe(false); + }); + + it("should deny it to every role an org admin or team admin can present at runtime", () => { + const orgAdminSessionRole = effectiveSessionRole("internal_user"); + const teamAdminSessionRole = effectiveSessionRole("internal_user"); + + expect(orgAdminSessionRole).toBe("Internal User"); + expect(hasCapability(orgAdminSessionRole, "viewGlobalSpend")).toBe(false); + expect(hasCapability(teamAdminSessionRole, "viewGlobalSpend")).toBe(false); + }); + + it.each([ + ["proxy_admin", true], + ["proxy_admin_viewer", true], + ["internal_user", false], + ["internal_user_viewer", false], + ] as const)("should match the backend for a %s session", (rawRole, expected) => { + expect(hasCapability(effectiveSessionRole(rawRole), "viewGlobalSpend")).toBe(expected); + }); +}); + describe("rolesWithCapability", () => { it("should return a copy so callers cannot mutate the capability map", () => { const roles = rolesWithCapability("viewToolPolicies"); diff --git a/ui/litellm-dashboard/src/utils/capabilities.ts b/ui/litellm-dashboard/src/utils/capabilities.ts index 8171ef9a512..014bf8530f4 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.ts @@ -1,4 +1,6 @@ -import { all_admin_roles } from "./roles"; +import { all_admin_roles, old_admin_roles } from "./roles"; + +const proxyAdminOnlyRoles = [...old_admin_roles, "proxy_admin", "proxy_admin_viewer"]; const CAPABILITY_ROLES = { viewToolPolicies: all_admin_roles, @@ -6,6 +8,7 @@ const CAPABILITY_ROLES = { viewDeletedTeams: all_admin_roles, viewPolicies: all_admin_roles, viewPrompts: all_admin_roles, + viewGlobalSpend: proxyAdminOnlyRoles, } as const satisfies Record; export type Capability = keyof typeof CAPABILITY_ROLES; From 729ec315e2f9041697db0ddb253a9b50aae821be Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:19:39 -0700 Subject: [PATCH 168/234] refactor(ui): make illegal DataTable prop combinations unrepresentable DataTable accepted any mix of its 40-odd props and rejected the incoherent combinations at runtime, from a validator that threw during the first render. A caller only found out it had wired server sorting without a `sorting` prop when the page blew up in front of them. Split the public prop type into mode-keyed unions instead, so the compiler rejects those combinations at the call site. `validateDataTableConfig` and `DataTableConfigError` go away; the component body reads an unchanged flat `DataTableResolvedProps`, which every union member is assignable to, so there is no narrowing inside it. All 44 existing call sites typecheck against the new union unchanged, which `next build` covers. That build only typechecks the app module graph, so the prop type itself needed a gate of its own: `npm run test:types` runs vitest's typecheck mode over `*.test-d.tsx`, and the unit workflow now runs it. The four guards deleted from `DataTable.test.tsx` come back there as compile-time assertions, and loosening the union back to the flat shape fails all five. --- .github/workflows/test-litellm-ui-unit.yml | 5 ++ ui/litellm-dashboard/package.json | 1 + .../shared/DataTable/DataTable.test-d.tsx | 67 ++++++++++++++++ .../shared/DataTable/DataTable.test.tsx | 41 ---------- .../components/shared/DataTable/DataTable.tsx | 68 ++++------------ .../DataTable/DataTableRowSelection.test.tsx | 14 +--- .../src/components/shared/DataTable/index.ts | 3 +- .../src/components/shared/DataTable/types.ts | 80 ++++++++++++++++++- ui/litellm-dashboard/vitest.config.ts | 5 ++ 9 files changed, 175 insertions(+), 109 deletions(-) create mode 100644 ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test-d.tsx diff --git a/.github/workflows/test-litellm-ui-unit.yml b/.github/workflows/test-litellm-ui-unit.yml index 8f2199017d9..69cbc082d98 100644 --- a/.github/workflows/test-litellm-ui-unit.yml +++ b/.github/workflows/test-litellm-ui-unit.yml @@ -42,6 +42,11 @@ jobs: - name: Install dependencies run: npm ci + - name: Run UI type tests (Vitest) + env: + CI: "true" + run: npm run test:types + - name: Run UI unit tests (Vitest) env: CI: "true" diff --git a/ui/litellm-dashboard/package.json b/ui/litellm-dashboard/package.json index 3953b41a2c2..62bf5fff4b4 100644 --- a/ui/litellm-dashboard/package.json +++ b/ui/litellm-dashboard/package.json @@ -10,6 +10,7 @@ "lint": "eslint .", "test": "vitest", "test:dot": "vitest --reporter=dot", + "test:types": "vitest --run --typecheck.only", "test:watch": "vitest -w", "test:coverage": "vitest run --coverage", "format": "prettier --write .", diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test-d.tsx b/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test-d.tsx new file mode 100644 index 00000000000..7bbd4f918cd --- /dev/null +++ b/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test-d.tsx @@ -0,0 +1,67 @@ +import type { ColumnDef, PaginationState, RowSelectionState, SortingState } from "@tanstack/react-table"; + +import { DataTable } from "./DataTable"; + +interface Row { + id: string; + name: string; +} + +const data: Row[] = []; +const columns: ColumnDef[] = []; +const sorting: SortingState = [{ id: "name", desc: false }]; +const pagination: PaginationState = { pageIndex: 0, pageSize: 10 }; +const rowSelection: RowSelectionState = { r1: true }; +const noop = () => {}; + +export const uncontrolled = ; + +export const controlled = ( + +); + +export const clientSortingWithServerPagination = ( + +); + +// @ts-expect-error sortingMode="server" requires `sorting` and `onSortingChange` +export const serverSortingWithoutState = ; + +// @ts-expect-error paginationMode="server" requires `pagination`, `onPaginationChange` and `rowCount` +export const serverPaginationWithoutState = ; + +// @ts-expect-error filterMode="server" requires `columnFilters` and `onColumnFiltersChange` +export const serverFilteringWithoutState = ; + +export const bothSortingSources = ( + // @ts-expect-error `defaultSorting` seeds uncontrolled sorting, so it cannot pair with a controlled `sorting` + +); + +export const selectionWithoutHandler = ( + // @ts-expect-error a controlled `rowSelection` needs `onRowSelectionChange` or selection changes are dropped + +); diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test.tsx b/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test.tsx index 8555a10c326..3afdd2849ae 100644 --- a/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test.tsx +++ b/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.test.tsx @@ -337,14 +337,6 @@ describe("DataTable filtering", () => { ); expect(names()).toEqual(["Charlie", "Alice", "Bob"]); }); - - it("throws when server filtering is missing required props", () => { - const spy = vi.spyOn(console, "error").mockImplementation(() => {}); - expect(() => render()).toThrow( - /filterMode='server'/, - ); - spy.mockRestore(); - }); }); describe("DataTable loading", () => { @@ -664,36 +656,3 @@ describe("DataTable layout", () => { expect(container.querySelector("thead")?.className).not.toContain("bg-background"); }); }); - -describe("DataTable misconfiguration guards", () => { - it("throws when server sorting is missing required props", () => { - const spy = vi.spyOn(console, "error").mockImplementation(() => {}); - expect(() => render()).toThrow( - /sortingMode='server'/, - ); - spy.mockRestore(); - }); - - it("throws when server pagination is missing required props", () => { - const spy = vi.spyOn(console, "error").mockImplementation(() => {}); - expect(() => render()).toThrow( - /paginationMode='server'/, - ); - spy.mockRestore(); - }); - - it("throws when both defaultSorting and sorting are provided", () => { - const spy = vi.spyOn(console, "error").mockImplementation(() => {}); - expect(() => - render( - , - ), - ).toThrow(/defaultSorting/); - spy.mockRestore(); - }); -}); diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.tsx b/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.tsx index 8cd0e25dfc4..2f47887d01f 100644 --- a/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.tsx +++ b/ui/litellm-dashboard/src/components/shared/DataTable/DataTable.tsx @@ -42,7 +42,15 @@ import { cn } from "@/lib/cva.config"; import "./columnMeta"; import { DataTablePagination, DEFAULT_PAGE_SIZE_OPTIONS } from "./DataTablePagination"; -import type { ColumnPinnedSide, DataTableProps, DataTableSize, FilterMode, PaginationMode, SortingMode } from "./types"; +import type { + ColumnPinnedSide, + DataTableProps, + DataTableResolvedProps, + DataTableSize, + FilterMode, + PaginationMode, + SortingMode, +} from "./types"; const INTERACTIVE_SELECTOR = "button, a, input, select, textarea, [role=checkbox], [data-row-click-exempt]"; @@ -64,47 +72,6 @@ const FILL_CLASSES = { const NO_FILL_CLASSES = { outer: "", frame: "", body: "", header: "" } as const; -export class DataTableConfigError extends Error { - constructor(messages: readonly string[]) { - super(`DataTable misconfiguration:\n- ${messages.join("\n- ")}`); - this.name = "DataTableConfigError"; - } -} - -export function validateDataTableConfig( - props: DataTableProps, -): readonly string[] { - const serverSortingIncomplete = - props.sortingMode === "server" && (props.sorting === undefined || props.onSortingChange === undefined); - - const serverPaginationPropsMissing = - props.pagination === undefined || props.onPaginationChange === undefined || props.rowCount === undefined; - const serverPaginationIncomplete = props.paginationMode === "server" && serverPaginationPropsMissing; - - const serverFilteringIncomplete = - props.filterMode === "server" && (props.columnFilters === undefined || props.onColumnFiltersChange === undefined); - - const bothSortingSources = props.defaultSorting !== undefined && props.sorting !== undefined; - const bothFilterSources = props.defaultColumnFilters !== undefined && props.columnFilters !== undefined; - - const controlledSelectionIncomplete = props.rowSelection !== undefined && props.onRowSelectionChange === undefined; - - return [ - serverSortingIncomplete ? "sortingMode='server' requires both `sorting` and `onSortingChange`." : null, - serverPaginationIncomplete - ? "paginationMode='server' requires `pagination`, `onPaginationChange`, and `rowCount`." - : null, - serverFilteringIncomplete ? "filterMode='server' requires both `columnFilters` and `onColumnFiltersChange`." : null, - bothSortingSources ? "Provide either `defaultSorting` (uncontrolled) or `sorting` (controlled), not both." : null, - bothFilterSources - ? "Provide either `defaultColumnFilters` (uncontrolled) or `columnFilters` (controlled), not both." - : null, - controlledSelectionIncomplete - ? "Controlled `rowSelection` requires `onRowSelectionChange`; without it selection changes are dropped." - : null, - ].filter((message): message is string => message !== null); -} - function columnDefId(column: ColumnDef): string | undefined { if ("id" in column && typeof column.id === "string") { return column.id; @@ -442,7 +409,9 @@ function useControllable( return { value: internal, onChange: setInternal }; } -function useDataTableInstance(props: DataTableProps): Table { +function useDataTableInstance( + props: DataTableResolvedProps, +): Table { const { data, columns, @@ -532,14 +501,7 @@ function useDataTableInstance(props: DataTablePro } export function DataTable(props: DataTableProps) { - // Validate once at construction so a misconfig surfaces immediately instead of on every render. - useState(() => { - const errors = validateDataTableConfig(props); - if (errors.length > 0) { - throw new DataTableConfigError(errors); - } - return null; - }); + const resolved: DataTableResolvedProps = props; const { isLoading = false, @@ -559,9 +521,9 @@ export function DataTable(props: DataTableProps { await user.click(rowBox("m1")); expect(selectedCount()).toHaveTextContent("1"); }); - - it("rejects controlled rowSelection without onRowSelectionChange", () => { - const errors = validateDataTableConfig({ data, columns, rowSelection: { m1: true } }); - - expect(errors).toContain( - "Controlled `rowSelection` requires `onRowSelectionChange`; without it selection changes are dropped.", - ); - }); - - it("does not complain when selection is left uncontrolled", () => { - expect(validateDataTableConfig({ data, columns })).toHaveLength(0); - }); }); diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/index.ts b/ui/litellm-dashboard/src/components/shared/DataTable/index.ts index 62ddd1b0742..39a887ba948 100644 --- a/ui/litellm-dashboard/src/components/shared/DataTable/index.ts +++ b/ui/litellm-dashboard/src/components/shared/DataTable/index.ts @@ -1,6 +1,6 @@ import "./columnMeta"; -export { DataTable, DataTableConfigError, validateDataTableConfig } from "./DataTable"; +export { DataTable } from "./DataTable"; export { DataTableFilterDrawer, DataTableFilterField, type FilterDraft } from "./DataTableFilterDrawer"; export { DataTablePagination, DEFAULT_PAGE_SIZE_OPTIONS } from "./DataTablePagination"; export { createSelectionColumn } from "./DataTableSelectionColumn"; @@ -17,6 +17,7 @@ export type { ColumnPinnedSide, ColumnResizeMode, DataTableProps, + DataTableResolvedProps, DataTableSize, FilterMode, PaginationMode, diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/types.ts b/ui/litellm-dashboard/src/components/shared/DataTable/types.ts index dd578f4df45..58f0d2c2539 100644 --- a/ui/litellm-dashboard/src/components/shared/DataTable/types.ts +++ b/ui/litellm-dashboard/src/components/shared/DataTable/types.ts @@ -21,7 +21,11 @@ export type DataTableSize = "compact" | "default"; export type ColumnPinnedSide = "left" | "right"; export type DataTableSkeletonShape = "text" | "twoLine" | "badge" | "chips" | "meter"; -export interface DataTableProps { +/** + * The flat shape the component reads internally. Every member of the public + * `DataTableProps` union is assignable to it, so the component body needs no narrowing. + */ +export interface DataTableResolvedProps { data: TData[]; columns: ColumnDef[]; getRowId?: (row: TData, index: number, parent?: Row) => string; @@ -81,3 +85,77 @@ export interface DataTableProps { paginationSlot?: (table: Table) => React.ReactNode; footer?: (table: Table) => React.ReactNode; } + +type DataTableBaseProps = Omit< + DataTableResolvedProps, + | "sortingMode" + | "sorting" + | "onSortingChange" + | "defaultSorting" + | "paginationMode" + | "pagination" + | "onPaginationChange" + | "rowCount" + | "filterMode" + | "columnFilters" + | "onColumnFiltersChange" + | "defaultColumnFilters" + | "rowSelection" + | "onRowSelectionChange" +>; + +type SortingProps = + | { + sorting: SortingState; + onSortingChange: OnChangeFn; + sortingMode?: SortingMode; + defaultSorting?: never; + } + | { + sortingMode?: Exclude; + sorting?: never; + onSortingChange?: never; + defaultSorting?: SortingState; + }; + +type PaginationProps = + | { + paginationMode: "server"; + pagination: PaginationState; + onPaginationChange: OnChangeFn; + rowCount: number; + } + | { + paginationMode?: Exclude; + pagination?: PaginationState; + onPaginationChange?: OnChangeFn; + rowCount?: number; + }; + +type FilterProps = + | { + columnFilters: ColumnFiltersState; + onColumnFiltersChange: OnChangeFn; + filterMode?: FilterMode; + defaultColumnFilters?: never; + } + | { + filterMode?: Exclude; + columnFilters?: never; + onColumnFiltersChange?: never; + defaultColumnFilters?: ColumnFiltersState; + }; + +type RowSelectionProps = + | { rowSelection: RowSelectionState; onRowSelectionChange: OnChangeFn } + | { rowSelection?: never; onRowSelectionChange?: OnChangeFn }; + +/** + * Public prop type. The mode-keyed unions make the combinations + * `validateDataTableConfig` used to reject at runtime unrepresentable instead. + */ +export type DataTableProps = DataTableBaseProps & + SortingProps & + PaginationProps & + FilterProps & + RowSelectionProps; diff --git a/ui/litellm-dashboard/vitest.config.ts b/ui/litellm-dashboard/vitest.config.ts index 19af41ab8ed..469f7fa3520 100644 --- a/ui/litellm-dashboard/vitest.config.ts +++ b/ui/litellm-dashboard/vitest.config.ts @@ -29,6 +29,7 @@ const config: ViteUserConfig = { exclude: [ "**/*.d.ts", "**/*.test.*", + "**/*.test-d.*", "**/*.spec.*", "tests/**", @@ -45,6 +46,10 @@ const config: ViteUserConfig = { }, exclude: ["node_modules/**"], include: ["src/**/*.test.ts", "src/**/*.test.tsx", "tests/**/*.test.ts", "tests/**/*.test.tsx"], + typecheck: { + include: ["src/**/*.test-d.ts", "src/**/*.test-d.tsx"], + ignoreSourceErrors: true, + }, }, resolve: { alias: { From 3ced0e433ad107593fbfca53d0fad7a681587439 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:21:14 -0700 Subject: [PATCH 169/234] refactor(ui): drop a doc comment naming the deleted DataTable validator --- ui/litellm-dashboard/src/components/shared/DataTable/types.ts | 4 ---- 1 file changed, 4 deletions(-) diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/types.ts b/ui/litellm-dashboard/src/components/shared/DataTable/types.ts index 58f0d2c2539..8c4d7cbb161 100644 --- a/ui/litellm-dashboard/src/components/shared/DataTable/types.ts +++ b/ui/litellm-dashboard/src/components/shared/DataTable/types.ts @@ -150,10 +150,6 @@ type RowSelectionProps = | { rowSelection: RowSelectionState; onRowSelectionChange: OnChangeFn } | { rowSelection?: never; onRowSelectionChange?: OnChangeFn }; -/** - * Public prop type. The mode-keyed unions make the combinations - * `validateDataTableConfig` used to reject at runtime unrepresentable instead. - */ export type DataTableProps = DataTableBaseProps & SortingProps & PaginationProps & From ec9ab43d202c7a65271cf6fdc906b171f8d7968c Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Mon, 10 Aug 2026 15:24:20 -0700 Subject: [PATCH 170/234] feat(ui): show vector store indexes on the Vector Stores page (#36306) * feat(ui): show vector store indexes on the Vector Stores page Adds a proxy-admin-only Indexes tab listing rows from GET /v1/indexes: index name, backing vector store, provider index, creator, and created date. The tab is hidden for non proxy-admin roles to match the endpoint's gate, and data loads lazily on first visit. * feat(ui): link index rows to their vector store and creator Vector Store cells open the store's info view when the name resolves to a registered store, and Created By cells deep link to the users page via a new userDetailHref, with the users page reading the user query param through nuqs so the link is shareable. * feat(ui): link docs and note supported providers on Indexes tab * fix(ui): show not-found state instead of infinite loading for missing vector store --- .../users/_components/view_users.test.tsx | 5 +- .../users/_components/view_users.tsx | 18 +-- .../vector-stores/_components/IndexesTab.tsx | 102 +++++++++++++++++ .../_components/IndexesTable.test.tsx | 100 ++++++++++++++++ .../_components/IndexesTable.tsx | 62 ++++++++++ .../_components/IndexesTableColumns.tsx | 108 ++++++++++++++++++ .../vector-stores/_components/index.test.tsx | 101 +++++++++++++++- .../vector-stores/_components/index.tsx | 14 ++- .../_components/vector_store_info.test.tsx | 81 +++++++++++++ .../_components/vector_store_info.tsx | 55 ++++++--- .../src/components/networking.tsx | 15 +++ ui/litellm-dashboard/src/utils/entityLinks.ts | 4 + 12 files changed, 634 insertions(+), 31 deletions(-) create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTab.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.test.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTableColumns.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.test.tsx diff --git a/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.test.tsx index 5fcc55c1e98..42f21cd7b69 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.test.tsx @@ -1,10 +1,11 @@ /* @vitest-environment jsdom */ import { QueryClient, QueryClientProvider } from "@tanstack/react-query"; -import { render, screen, waitFor } from "@testing-library/react"; +import { screen, waitFor } from "@testing-library/react"; import userEvent from "@testing-library/user-event"; import React from "react"; import { beforeEach, describe, expect, it, vi } from "vitest"; +import { renderWithProviders } from "../../../../../tests/test-utils"; import ViewUserDashboard from "./view_users"; const userListCall = vi.fn(); @@ -78,7 +79,7 @@ const defaultProps = { }; const renderDashboard = () => - render( + renderWithProviders( , diff --git a/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.tsx b/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.tsx index 2c1d28d82f8..9eb7645fb2e 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/users/_components/view_users.tsx @@ -1,4 +1,5 @@ import { Tab, TabGroup, TabList, TabPanel, TabPanels } from "@tremor/react"; +import { parseAsString, useQueryState } from "nuqs"; import React, { useCallback, useEffect, useMemo, useState } from "react"; import { Button } from "antd"; @@ -72,7 +73,7 @@ const ViewUserDashboard: React.FC = ({ const [selectionMode, setSelectionMode] = useState(false); const [isBulkEditModalVisible, setIsBulkEditModalVisible] = useState(false); - const [selectedUserId, setSelectedUserId] = useState(null); + const [selectedUserId, setSelectedUserId] = useQueryState("user", parseAsString.withOptions({ history: "push" })); const [openInEditMode, setOpenInEditMode] = useState(false); const [editModalVisible, setEditModalVisible] = useState(false); @@ -139,15 +140,18 @@ const ViewUserDashboard: React.FC = ({ setRowSelection({}); }, []); - const handleUserClick = useCallback((userId: string, openInEdit: boolean = false) => { - setSelectedUserId(userId); - setOpenInEditMode(openInEdit); - }, []); + const handleUserClick = useCallback( + (userId: string, openInEdit: boolean = false) => { + void setSelectedUserId(userId); + setOpenInEditMode(openInEdit); + }, + [setSelectedUserId], + ); const handleCloseUserInfo = useCallback(() => { - setSelectedUserId(null); + void setSelectedUserId(null); setOpenInEditMode(false); - }, []); + }, [setSelectedUserId]); const handleDelete = useCallback((user: UserInfo) => { setUserToDelete(user); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTab.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTab.tsx new file mode 100644 index 00000000000..bf53433adea --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTab.tsx @@ -0,0 +1,102 @@ +"use client"; + +import React, { useCallback, useEffect, useMemo, useState } from "react"; + +import NotificationsManager from "@/components/molecules/notifications_manager"; +import { indexesListCall } from "@/components/networking"; +import { VectorStore } from "@/components/vector_store_management/types"; + +import IndexesTable from "./IndexesTable"; + +export interface VectorStoreIndex { + id: string; + index_name: string; + litellm_params: { + vector_store_index: string; + vector_store_name: string; + }; + index_info?: Record | null; + created_at?: string | null; + created_by?: string | null; + updated_at?: string | null; + updated_by?: string | null; +} + +interface IndexesTabProps { + accessToken: string | null; + vectorStores: VectorStore[]; + onViewVectorStore: (vectorStoreId: string) => void; +} + +const IndexesTab: React.FC = ({ accessToken, vectorStores, onViewVectorStore }) => { + const [indexes, setIndexes] = useState([]); + const [isLoading, setIsLoading] = useState(true); + + const vectorStoreIdsByName = useMemo( + () => + new Map( + vectorStores.flatMap((store) => + store.vector_store_name ? [[store.vector_store_name, store.vector_store_id] as const] : [], + ), + ), + [vectorStores], + ); + + const resolveVectorStoreId = useCallback((name: string) => vectorStoreIdsByName.get(name), [vectorStoreIdsByName]); + + useEffect(() => { + const fetchIndexes = async () => { + if (!accessToken) { + setIsLoading(false); + return; + } + try { + const response = await indexesListCall(accessToken); + setIndexes(response.data || []); + } catch (error) { + console.error("Error fetching indexes:", error); + NotificationsManager.fromBackend("Error fetching indexes: " + error); + } finally { + setIsLoading(false); + } + }; + fetchIndexes(); + }, [accessToken]); + + return ( +
+

+ Vector store indexes registered on this proxy via the /v1/indexes API. See the{" "} + + vector store index docs + {" "} + for how this works. Index passthrough is supported for Azure AI Search and Milvus today; support for more + providers can be added, so please{" "} + + file a GitHub issue + {" "} + if you want your provider supported. +

+
+ +
+
+ ); +}; + +export default IndexesTab; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.test.tsx new file mode 100644 index 00000000000..f31c51f3fba --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.test.tsx @@ -0,0 +1,100 @@ +import { render, screen, within } from "@testing-library/react"; +import userEvent from "@testing-library/user-event"; +import { describe, expect, it, vi } from "vitest"; + +import type { VectorStoreIndex } from "./IndexesTab"; +import IndexesTable from "./IndexesTable"; + +vi.mock("next/navigation", async () => ({ + ...(await vi.importActual("next/navigation")), + useRouter: () => ({ push: vi.fn() }), +})); + +const newerIndex: VectorStoreIndex = { + id: "idx-newer", + index_name: "newer-index", + litellm_params: { vector_store_index: "provider-newer", vector_store_name: "newer-store" }, + created_by: "admin@example.com", + created_at: "2024-02-20T10:30:00Z", +}; + +const olderIndex: VectorStoreIndex = { + id: "idx-older", + index_name: "older-index", + litellm_params: { vector_store_index: "provider-older", vector_store_name: "older-store" }, + created_by: "admin@example.com", + created_at: "2024-01-10T09:15:00Z", +}; + +const undatedIndex: VectorStoreIndex = { + id: "idx-undated", + index_name: "undated-index", + litellm_params: { vector_store_index: "provider-undated", vector_store_name: "undated-store" }, + created_by: null, + created_at: null, +}; + +const noResolve = () => undefined; + +describe("IndexesTable", () => { + it("should display the empty state when no indexes are registered", () => { + render(); + expect(screen.getByText("No indexes registered yet")).toBeInTheDocument(); + }); + + it("should render index rows with dash fallbacks for missing created_by and created_at", () => { + render( + , + ); + expect(screen.getByText("newer-index")).toBeInTheDocument(); + expect(screen.getByText("newer-store")).toBeInTheDocument(); + expect(screen.getByText("provider-newer")).toBeInTheDocument(); + expect(screen.getByText("admin@example.com")).toBeInTheDocument(); + const undatedRow = screen.getByText("undated-index").closest("tr"); + expect(undatedRow).not.toBeNull(); + expect(within(undatedRow as HTMLElement).getAllByText("-")).toHaveLength(2); + }); + + it("should sort by created_at descending by default", () => { + render( + , + ); + const rows = screen.getAllByRole("row").slice(1); + expect(within(rows[0]).getByText("newer-index")).toBeInTheDocument(); + expect(within(rows[1]).getByText("older-index")).toBeInTheDocument(); + }); + + it("should call onViewVectorStore with the resolved id when the vector store cell is clicked", async () => { + const user = userEvent.setup(); + const onViewVectorStore = vi.fn(); + render( + (name === "newer-store" ? "vs-newer" : undefined)} + onViewVectorStore={onViewVectorStore} + />, + ); + await user.click(screen.getByRole("button", { name: "newer-store" })); + expect(onViewVectorStore).toHaveBeenCalledWith("vs-newer"); + }); + + it("should render an unresolvable vector store name as plain text without a clickable cell", () => { + render(); + expect(screen.getByText("newer-store")).toBeInTheDocument(); + expect(screen.queryByRole("button", { name: "newer-store" })).not.toBeInTheDocument(); + }); + + it("should link created_by to the user detail deep link", () => { + render(); + const link = screen.getByRole("link", { name: "admin@example.com" }); + expect(link.getAttribute("href")).toMatch(/\/users\?user=admin%40example\.com$/); + }); + + it("should keep the dash fallback and render no link for a null created_by", () => { + render(); + const row = screen.getByText("undated-index").closest("tr"); + expect(row).not.toBeNull(); + expect(within(row as HTMLElement).queryByRole("link")).not.toBeInTheDocument(); + expect(within(row as HTMLElement).getAllByText("-").length).toBeGreaterThan(0); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.tsx new file mode 100644 index 00000000000..927fd48acb6 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTable.tsx @@ -0,0 +1,62 @@ +"use client"; + +import { SortingState } from "@tanstack/react-table"; +import { Inbox } from "lucide-react"; +import React, { useMemo, useState } from "react"; + +import { DataTable } from "@/components/shared/DataTable"; + +import type { VectorStoreIndex } from "./IndexesTab"; +import { getIndexesTableColumns } from "./IndexesTableColumns"; + +interface IndexesTableProps { + data: VectorStoreIndex[]; + resolveVectorStoreId: (name: string) => string | undefined; + onViewVectorStore: (vectorStoreId: string) => void; + isLoading?: boolean; +} + +const DEFAULT_SORTING: SortingState = [{ id: "created_at", desc: true }]; + +function EmptyState() { + return ( +
+
+ +
+
No indexes registered yet
+
Indexes registered on this proxy will appear here.
+
+ ); +} + +const IndexesTable: React.FC = ({ + data, + resolveVectorStoreId, + onViewVectorStore, + isLoading = false, +}) => { + const [sorting, setSorting] = useState(DEFAULT_SORTING); + + const columns = useMemo( + () => getIndexesTableColumns({ resolveVectorStoreId, onViewVectorStore }), + [resolveVectorStoreId, onViewVectorStore], + ); + + return ( + row.id || String(index)} + sortingMode="client" + sorting={sorting} + onSortingChange={setSorting} + isLoading={isLoading} + loadingMessage="Loading indexes…" + noDataMessage={} + size="compact" + /> + ); +}; + +export default IndexesTable; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTableColumns.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTableColumns.tsx new file mode 100644 index 00000000000..c21665f87cd --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/IndexesTableColumns.tsx @@ -0,0 +1,108 @@ +"use client"; + +import { ColumnDef } from "@tanstack/react-table"; + +import { DataTableSortHeader } from "@/components/shared/DataTable"; +import { DateCell, IdentityCell } from "@/components/shared/table_cells"; +import { userDetailHref } from "@/utils/entityLinks"; + +import type { VectorStoreIndex } from "./IndexesTab"; + +interface IndexesTableColumnsDeps { + resolveVectorStoreId: (name: string) => string | undefined; + onViewVectorStore: (vectorStoreId: string) => void; +} + +export const getIndexesTableColumns = ({ + resolveVectorStoreId, + onViewVectorStore, +}: IndexesTableColumnsDeps): ColumnDef[] => [ + { + id: "index_name", + accessorKey: "index_name", + meta: { title: "Index Name" }, + header: ({ column }) => , + size: 220, + enableSorting: true, + cell: ({ row }) => ( + + {row.original.index_name || "-"} + + ), + }, + { + id: "vector_store_name", + accessorFn: (row) => row.litellm_params.vector_store_name, + meta: { title: "Vector Store" }, + header: ({ column }) => , + size: 200, + enableSorting: true, + cell: ({ row }) => { + const name = row.original.litellm_params.vector_store_name; + const vectorStoreId = name ? resolveVectorStoreId(name) : undefined; + if (vectorStoreId) { + return ( + onViewVectorStore(vectorStoreId)} + /> + ); + } + return ( + + {name || "-"} + + ); + }, + }, + { + id: "vector_store_index", + accessorFn: (row) => row.litellm_params.vector_store_index, + meta: { title: "Provider Index" }, + header: "Provider Index", + size: 220, + enableSorting: false, + cell: ({ row }) => ( + + {row.original.litellm_params.vector_store_index || "-"} + + ), + }, + { + id: "created_by", + accessorKey: "created_by", + meta: { title: "Created By" }, + header: "Created By", + size: 160, + enableSorting: false, + cell: ({ row }) => { + const createdBy = row.original.created_by; + if (createdBy) { + return ( + + ); + } + return -; + }, + }, + { + id: "created_at", + accessorKey: "created_at", + sortingFn: "datetime", + meta: { title: "Created At" }, + header: ({ column }) => , + size: 150, + enableSorting: true, + cell: ({ row }) => , + }, +]; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.test.tsx index 521c1f879ee..7137da201d8 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.test.tsx @@ -1,8 +1,8 @@ -import { render, screen } from "@testing-library/react"; +import { render, screen, waitFor } from "@testing-library/react"; import userEvent from "@testing-library/user-event"; import { beforeEach, describe, expect, it, vi } from "vitest"; -import { vectorStoreListCall } from "@/components/networking"; +import { credentialListCall, indexesListCall, vectorStoreListCall } from "@/components/networking"; import VectorStoreManagement from "./index"; @@ -10,6 +10,7 @@ vi.mock("@/components/networking", () => ({ vectorStoreListCall: vi.fn(), vectorStoreDeleteCall: vi.fn(), credentialListCall: vi.fn(), + indexesListCall: vi.fn(), })); vi.mock("./VectorStoreTable", () => ({ @@ -20,11 +21,18 @@ vi.mock("./VectorStoreTable", () => ({ })); vi.mock("./VectorStoreForm", () => ({ __esModule: true, default: () => null })); -vi.mock("./vector_store_info", () => ({ __esModule: true, default: () => null })); +vi.mock("./vector_store_info", () => ({ + __esModule: true, + default: ({ vectorStoreId }: { vectorStoreId: string }) => ( +
{vectorStoreId}
+ ), +})); vi.mock("./CreateVectorStore", () => ({ __esModule: true, default: () => null })); vi.mock("./TestVectorStoreTab", () => ({ __esModule: true, default: () => null })); const mockVectorStoreListCall = vi.mocked(vectorStoreListCall); +const mockCredentialListCall = vi.mocked(credentialListCall); +const mockIndexesListCall = vi.mocked(indexesListCall); const openManageTab = async (user: ReturnType) => { await user.click(screen.getByRole("tab", { name: "Manage Vector Stores" })); @@ -60,3 +68,90 @@ describe("VectorStoreManagement loading state", () => { expect(mockVectorStoreListCall).toHaveBeenCalledWith("sk-test"); }); }); + +describe("VectorStoreManagement Indexes tab", () => { + beforeEach(() => { + vi.clearAllMocks(); + mockVectorStoreListCall.mockResolvedValue({ data: [] }); + mockCredentialListCall.mockResolvedValue({ credentials: [] }); + }); + + it("should render fetched indexes for a proxy admin after the Indexes tab is clicked", async () => { + const user = userEvent.setup(); + mockIndexesListCall.mockResolvedValue({ + object: "list", + data: [ + { + id: "idx-1", + index_name: "support-docs-index", + litellm_params: { vector_store_index: "pinecone-support-docs", vector_store_name: "support-docs-store" }, + }, + ], + }); + render(); + await user.click(screen.getByRole("tab", { name: "Indexes" })); + expect(await screen.findByText("support-docs-index")).toBeInTheDocument(); + expect(screen.getByText("support-docs-store")).toBeInTheDocument(); + expect(mockIndexesListCall).toHaveBeenCalledWith("sk-test"); + }); + + it("should not render the Indexes tab for an Admin Viewer", async () => { + render(); + await waitFor(() => expect(mockVectorStoreListCall).toHaveBeenCalledWith("sk-test")); + expect(screen.getByRole("tab", { name: "Manage Vector Stores" })).toBeInTheDocument(); + expect(screen.queryByRole("tab", { name: "Indexes" })).not.toBeInTheDocument(); + }); + + it("should swap to the vector store info view when an index's vector store name is clicked", async () => { + const user = userEvent.setup(); + mockVectorStoreListCall.mockResolvedValue({ + data: [ + { + vector_store_id: "vs-1", + vector_store_name: "support-docs-store", + custom_llm_provider: "bedrock", + created_at: "2024-01-01T00:00:00Z", + updated_at: "2024-01-01T00:00:00Z", + }, + ], + }); + mockIndexesListCall.mockResolvedValue({ + object: "list", + data: [ + { + id: "idx-1", + index_name: "support-docs-index", + litellm_params: { vector_store_index: "pinecone-support-docs", vector_store_name: "support-docs-store" }, + }, + ], + }); + render(); + await user.click(screen.getByRole("tab", { name: "Indexes" })); + await user.click(await screen.findByRole("button", { name: "support-docs-store" })); + expect(await screen.findByTestId("vector-store-info-view")).toHaveTextContent("vs-1"); + expect(screen.queryByText("Vector Store Management")).not.toBeInTheDocument(); + }); + + it("should link to the feature docs and a GitHub issue for unsupported providers on the Indexes tab", async () => { + const user = userEvent.setup(); + mockIndexesListCall.mockResolvedValue({ object: "list", data: [] }); + render(); + await user.click(screen.getByRole("tab", { name: "Indexes" })); + expect(screen.getByRole("link", { name: "vector store index docs" })).toHaveAttribute( + "href", + "https://docs.litellm.ai/docs/providers/azure_ai/azure_ai_vector_stores_passthrough", + ); + expect(screen.getByRole("link", { name: "file a GitHub issue" })).toHaveAttribute( + "href", + "https://github.com/BerriAI/litellm/issues", + ); + expect(screen.getByText(/supported for Azure AI Search and Milvus today/)).toBeInTheDocument(); + }); + + it("should not call indexesListCall until the Indexes tab is clicked", async () => { + render(); + await waitFor(() => expect(mockVectorStoreListCall).toHaveBeenCalledWith("sk-test")); + expect(screen.getByRole("tab", { name: "Indexes" })).toBeInTheDocument(); + expect(mockIndexesListCall).not.toHaveBeenCalled(); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.tsx index 8afa49ea148..1e526131fa3 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/index.tsx @@ -13,7 +13,8 @@ import DeleteResourceModal from "@/components/common_components/DeleteResourceMo import VectorStoreInfoView from "./vector_store_info"; import CreateVectorStore from "./CreateVectorStore"; import TestVectorStoreTab from "./TestVectorStoreTab"; -import { isAdminRole } from "@/utils/roles"; +import IndexesTab from "./IndexesTab"; +import { isAdminRole, isProxyAdminRole } from "@/utils/roles"; import NotificationsManager from "@/components/molecules/notifications_manager"; import { Button } from "@/components/ui/button"; import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"; @@ -163,6 +164,11 @@ const VectorStoreManagement: React.FC = ({ accessToken, userID Test Vector Store + {isProxyAdminRole(userRole || "") && ( + + Indexes + + )} @@ -188,6 +194,12 @@ const VectorStoreManagement: React.FC = ({ accessToken, userID + + {isProxyAdminRole(userRole || "") && ( + + + + )} {/* Create Vector Store Modal */} diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.test.tsx new file mode 100644 index 00000000000..b5dc359b328 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.test.tsx @@ -0,0 +1,81 @@ +import { render, screen } from "@testing-library/react"; +import userEvent from "@testing-library/user-event"; +import { beforeEach, describe, expect, it, vi } from "vitest"; + +import { credentialListCall, vectorStoreInfoCall } from "@/components/networking"; + +import VectorStoreInfoView from "./vector_store_info"; + +vi.mock("@/components/networking", () => ({ + vectorStoreInfoCall: vi.fn(), + vectorStoreUpdateCall: vi.fn(), + credentialListCall: vi.fn(), +})); + +vi.mock("./VectorStoreTester", () => ({ __esModule: true, default: () => null })); + +const mockVectorStoreInfoCall = vi.mocked(vectorStoreInfoCall); +const mockCredentialListCall = vi.mocked(credentialListCall); + +describe("VectorStoreInfoView", () => { + beforeEach(() => { + vi.clearAllMocks(); + mockCredentialListCall.mockResolvedValue({ credentials: [] }); + }); + + it("should render the store details once the fetch resolves", async () => { + mockVectorStoreInfoCall.mockResolvedValue({ + vector_store: { + vector_store_id: "vs-1", + vector_store_name: "support-docs-store", + custom_llm_provider: "bedrock", + created_at: "2024-01-01T00:00:00Z", + updated_at: "2024-01-01T00:00:00Z", + }, + }); + render( + , + ); + expect(await screen.findByText("Vector Store ID: vs-1")).toBeInTheDocument(); + }); + + it("should show a not-found state with a working back button when the fetch fails instead of loading forever", async () => { + const user = userEvent.setup(); + const onClose = vi.fn(); + mockVectorStoreInfoCall.mockRejectedValue(new Error("Vector store not found")); + render( + , + ); + expect(await screen.findByText("Vector store not found")).toBeInTheDocument(); + expect(screen.getByText(/vs-gone could not be loaded/)).toBeInTheDocument(); + expect(screen.queryByText("Loading...")).not.toBeInTheDocument(); + await user.click(screen.getByRole("button", { name: /Back to Vector Stores/ })); + expect(onClose).toHaveBeenCalled(); + }); + + it("should show the not-found state when the fetch resolves without a vector store", async () => { + mockVectorStoreInfoCall.mockResolvedValue({ vector_store: null }); + render( + , + ); + expect(await screen.findByText("Vector store not found")).toBeInTheDocument(); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.tsx index e5646037d14..4f94a7d56f6 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/vector_store_info.tsx @@ -33,6 +33,7 @@ const VectorStoreInfoView: React.FC = ({ }) => { const [form] = Form.useForm(); const [vectorStoreDetails, setVectorStoreDetails] = useState(null); + const [loadFailed, setLoadFailed] = useState(false); const [isEditing, setIsEditing] = useState(editVectorStore); const [metadataString, setMetadataString] = useState("{}"); const [credentials, setCredentials] = useState([]); @@ -40,31 +41,35 @@ const VectorStoreInfoView: React.FC = ({ const fetchVectorStoreDetails = async () => { if (!accessToken) return; try { + setLoadFailed(false); const response = await vectorStoreInfoCall(accessToken, vectorStoreId); - if (response && response.vector_store) { - setVectorStoreDetails(response.vector_store); + if (!response || !response.vector_store) { + setLoadFailed(true); + return; + } + setVectorStoreDetails(response.vector_store); - // If metadata exists and is an object, stringify it for display/editing - if (response.vector_store.vector_store_metadata) { - const metadata = - typeof response.vector_store.vector_store_metadata === "string" - ? JSON.parse(response.vector_store.vector_store_metadata) - : response.vector_store.vector_store_metadata; - setMetadataString(JSON.stringify(metadata, null, 2)); - } + // If metadata exists and is an object, stringify it for display/editing + if (response.vector_store.vector_store_metadata) { + const metadata = + typeof response.vector_store.vector_store_metadata === "string" + ? JSON.parse(response.vector_store.vector_store_metadata) + : response.vector_store.vector_store_metadata; + setMetadataString(JSON.stringify(metadata, null, 2)); + } - if (editVectorStore) { - form.setFieldsValue({ - vector_store_id: response.vector_store.vector_store_id, - custom_llm_provider: response.vector_store.custom_llm_provider, - vector_store_name: response.vector_store.vector_store_name, - vector_store_description: response.vector_store.vector_store_description, - }); - } + if (editVectorStore) { + form.setFieldsValue({ + vector_store_id: response.vector_store.vector_store_id, + custom_llm_provider: response.vector_store.custom_llm_provider, + vector_store_name: response.vector_store.vector_store_name, + vector_store_description: response.vector_store.vector_store_description, + }); } } catch (error) { console.error("Error fetching vector store details:", error); NotificationsManager.fromBackend("Error fetching vector store details: " + error); + setLoadFailed(true); } }; @@ -113,6 +118,20 @@ const VectorStoreInfoView: React.FC = ({ } }; + if (loadFailed) { + return ( +
+ + Vector store not found + + Vector store {vectorStoreId} could not be loaded. It may have been deleted. + +
+ ); + } + if (!vectorStoreDetails) { return
Loading...
; } diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index 17a5ca37990..4a396fa83fc 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -66,6 +66,7 @@ import type { } from "@/app/(dashboard)/caching/_components/coordination_redis_settings/types"; import { MCP_TOOLS_PREVIEW_FORBIDDEN_MESSAGE } from "./mcp_tools/constants"; import type { ComplexityRouterConfigPayload } from "./add_model/build_complexity_router_config"; +import type { VectorStoreIndex } from "@/app/(dashboard)/vector-stores/_components/IndexesTab"; import type { RoutingDecision } from "./view_logs/LogDetailsDrawer/RoutingDecisionCard"; import { createApiClient, @@ -5622,6 +5623,20 @@ export const vectorStoreListCall = async ( } }; +export interface IndexesListResponse { + object: string; + data: VectorStoreIndex[]; +} + +export const indexesListCall = async (accessToken: string): Promise => { + try { + return await apiClient.get(`/v1/indexes`, { accessToken }); + } catch (error) { + console.error("Error listing indexes:", error); + throw error; + } +}; + export const vectorStoreDeleteCall = async (accessToken: string, vectorStoreId: string): Promise => { try { let url = proxyBaseUrl ? `${proxyBaseUrl}/vector_store/delete` : `/vector_store/delete`; diff --git a/ui/litellm-dashboard/src/utils/entityLinks.ts b/ui/litellm-dashboard/src/utils/entityLinks.ts index 85052448866..b0829d15d1d 100644 --- a/ui/litellm-dashboard/src/utils/entityLinks.ts +++ b/ui/litellm-dashboard/src/utils/entityLinks.ts @@ -7,3 +7,7 @@ export function teamDetailHref(teamId: string): string { export function keyDetailHref(keyToken: string): string { return `${migratedHref("api-keys")}?key=${encodeURIComponent(keyToken)}`; } + +export function userDetailHref(userId: string): string { + return `${migratedHref("users")}?user=${encodeURIComponent(userId)}`; +} From 255d65192ebed8b09acd5f73e46b7f4ab2031982 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:35:54 -0700 Subject: [PATCH 171/234] fix(ui): gate four sidebar pages on the roles their endpoints allow Workflow Runs, Memory and Guardrails Monitor were visible to every role while their page-load routes are proxy-admin-only, so a non-admin got a page shell and a 401. Cost Optimization was half-broken the same way: its Overall charts run on /user/daily/activity, which every role may call, but tool spend, prompt caching, prompt compression and auto-router benchmarks are all proxy-admin-only. Add viewWorkflowRuns, viewMemory, viewGuardrailUsage and viewProxyWideCostData, each gating the nav entry, the page and the request together. The first three hide their page, including the direct-URL path, since nothing on them works for a non-admin. Cost Optimization keeps its page and drops only the parts a non-admin cannot read. Gating both Agentic children left roles with no visible child rendering the parent as a leaf link to ?page=agentic, which is not a route, so a parent whose children are all filtered out is now dropped. Role lists follow what the proxy actually grants: proxy_admin and proxy_admin_viewer are served, and org admins are not, because _user_is_org_admin needs an organization_id that a page-load GET never carries. --- .../_components/CostOptimizationView.test.tsx | 42 ++++++- .../_components/CostOptimizationView.tsx | 36 +++--- .../_components/UsageTab.test.tsx | 49 ++++++++- .../_components/UsageTab.tsx | 104 +++++++++--------- .../page.integration.test.tsx | 53 +++++++++ .../(dashboard)/guardrails-monitor/page.tsx | 8 ++ .../memory/page.integration.test.tsx | 59 ++++++++++ .../src/app/(dashboard)/memory/page.tsx | 8 ++ .../workflows/page.integration.test.tsx | 59 ++++++++++ .../src/app/(dashboard)/workflows/page.tsx | 8 ++ .../src/components/leftnav.test.tsx | 90 +++++++++++++++ .../src/components/leftnav.tsx | 21 +++- .../src/components/shared/AdminOnlyNotice.tsx | 14 +++ .../src/utils/capabilities.test.ts | 30 +++++ .../src/utils/capabilities.ts | 4 + 15 files changed, 514 insertions(+), 71 deletions(-) create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.integration.test.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/memory/page.integration.test.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/workflows/page.integration.test.tsx create mode 100644 ui/litellm-dashboard/src/components/shared/AdminOnlyNotice.tsx diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx index 33c64ecf18a..c6d5a410418 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx @@ -1,5 +1,11 @@ import { fireEvent, render } from "@testing-library/react"; -import { describe, expect, it, vi } from "vitest"; +import { beforeEach, describe, expect, it, vi } from "vitest"; + +const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ + default: useAuthorizedMock, +})); vi.mock("./UsageTab", () => ({ __esModule: true, default: () =>
})); vi.mock("./PromptCompressionTab", () => ({ __esModule: true, default: () =>
})); @@ -11,9 +17,16 @@ vi.mock("./AutoRouterBenchmarksTab", () => ({ import CostOptimizationView from "./CostOptimizationView"; -const renderView = () => render(); +const renderView = (userRole = "Admin") => { + useAuthorizedMock.mockReturnValue({ accessToken: "test-token", userId: "u1", userRole }); + return render(); +}; describe("CostOptimizationView", () => { + beforeEach(() => { + useAuthorizedMock.mockReturnValue({ accessToken: "test-token", userId: "u1", userRole: "Admin" }); + }); + it("renders the four cost-optimization tabs", () => { const { getByText } = renderView(); @@ -34,4 +47,29 @@ describe("CostOptimizationView", () => { expect(getByRole("tab", { name: "Overall" })).toHaveAttribute("aria-selected", "false"); expect(getByRole("tab", { name: "Prompt Compression" })).toHaveAttribute("aria-selected", "true"); }); + + // Unlike the other three pages in this cleanup, Cost Optimization keeps its + // nav entry for internal users: the Overall tab runs on /user/daily/activity, + // which every role may call. Only the tabs reading proxy-wide config and + // telemetry (/config/list, /auto_router/benchmarks, guardrail management) + // are proxy-admin-only, so those are what disappear. + describe("proxy-admin-only tabs", () => { + it.each(["Internal User", "Internal Viewer", "Org Admin"])("shows %s the Overall tab only", (userRole) => { + const { getByRole, queryByRole } = renderView(userRole); + + expect(getByRole("tab", { name: "Overall" })).toBeInTheDocument(); + expect(queryByRole("tab", { name: "Prompt Compression" })).not.toBeInTheDocument(); + expect(queryByRole("tab", { name: "Prompt Caching" })).not.toBeInTheDocument(); + expect(queryByRole("tab", { name: "Auto-Router" })).not.toBeInTheDocument(); + }); + + it("never mounts the panels behind the admin-only endpoints for an internal user", () => { + const { getByTestId, queryByTestId } = renderView("Internal User"); + + expect(getByTestId("usage-tab")).toBeInTheDocument(); + expect(queryByTestId("compression-tab")).not.toBeInTheDocument(); + expect(queryByTestId("caching-tab")).not.toBeInTheDocument(); + expect(queryByTestId("autorouter-benchmarks-tab")).not.toBeInTheDocument(); + }); + }); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.tsx index 6af1e8d0441..517a0d9bd85 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.tsx @@ -4,6 +4,7 @@ import React from "react"; import { PiggyBank } from "lucide-react"; import { Alert, Tabs } from "antd"; +import useCan from "@/app/(dashboard)/hooks/useCan"; import UsageTab from "./UsageTab"; import PromptCompressionTab from "./PromptCompressionTab"; import PromptCachingTab from "./PromptCachingTab"; @@ -18,6 +19,7 @@ interface CostOptimizationViewProps { const CostOptimizationView: React.FC = ({ accessToken, userId, userRole }) => { const activity = useDailyActivityRange(accessToken, userId, userRole); + const canViewProxyWideCostData = useCan("viewProxyWideCostData"); const items = [ { @@ -25,21 +27,25 @@ const CostOptimizationView: React.FC = ({ accessToken label: "Overall", children: , }, - { - key: "compression", - label: "Prompt Compression", - children: , - }, - { - key: "caching", - label: "Prompt Caching", - children: , - }, - { - key: "autorouter-usage", - label: "Auto-Router", - children: , - }, + ...(canViewProxyWideCostData + ? [ + { + key: "compression", + label: "Prompt Compression", + children: , + }, + { + key: "caching", + label: "Prompt Caching", + children: , + }, + { + key: "autorouter-usage", + label: "Auto-Router", + children: , + }, + ] + : []), ]; return ( diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx index 96d4644804b..ad68111bba7 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx @@ -7,6 +7,12 @@ import type { DailyData, SpendMetrics } from "@/components/UsagePage/types"; const mockGetToolSpend = vi.fn(); +const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ + default: useAuthorizedMock, +})); + vi.mock("@/components/networking", () => ({ getToolSpend: (...args: unknown[]) => mockGetToolSpend(...args), })); @@ -88,11 +94,18 @@ interface RenderOptions { toolSpend?: ToolSpendResponse; from?: Date; to?: Date; + userRole?: string; } const renderWith = (results: DailyData[], options: RenderOptions = {}) => { - const { toolSpend = emptyToolSpend, from = new Date(2026, 6, 1), to = new Date(2026, 6, 14) } = options; + const { + toolSpend = emptyToolSpend, + from = new Date(2026, 6, 1), + to = new Date(2026, 6, 14), + userRole = "Admin", + } = options; mockGetToolSpend.mockResolvedValue(toolSpend); + useAuthorizedMock.mockReturnValue({ accessToken: "test-token", userId: "u1", userRole }); return render( { const toolLegends = getAllByTestId("chart-legend").filter((legend) => legend.textContent === "search,read_file"); expect(toolLegends).toHaveLength(1); }); + + // `/v1/tool/spend` is proxy-admin-only while the daily-activity charts around + // it are not, so this one card is dropped rather than the whole tab. + describe("proxy-admin-only spend-by-tool card", () => { + const toolSpend = { + by_tool: [{ tool_name: "search", spend: 4.0, call_count: 3, total_tokens: 150 }], + daily: [{ date: "2026-07-12", tool_name: "search", spend: 4.0, call_count: 3 }], + start_date: "2026-07-12", + end_date: "2026-07-12", + }; + + it.each(["Internal User", "Internal Viewer", "Org Admin"])( + "hides the card and never calls the endpoint for %s", + async (userRole) => { + const { queryByText, getByTestId } = renderWith([day("2026-07-12", { compression_savings_spend: 0.04 })], { + toolSpend, + userRole, + }); + + // Liveness gate: the daily-activity charts still render for this role, + // so the absence below is the gate, not an empty tab. + expect(getByTestId("donut-chart")).toBeInTheDocument(); + expect(queryByText("Spend by tool")).not.toBeInTheDocument(); + await vi.waitFor(() => expect(mockGetToolSpend).not.toHaveBeenCalled()); + }, + ); + + it("keeps the card and the endpoint call for an admin", async () => { + const { findByText } = renderWith([day("2026-07-12", { compression_savings_spend: 0.04 })], { toolSpend }); + + expect(await findByText("Spend by tool")).toBeInTheDocument(); + expect(mockGetToolSpend).toHaveBeenCalled(); + }); + }); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx index bd9d4f3c873..f7d61eacb53 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx @@ -8,6 +8,7 @@ import AdvancedDatePicker from "@/components/shared/advanced_date_picker"; import { Card, CardAction, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"; import { Popover, PopoverContent, PopoverTrigger } from "@/components/ui/popover"; import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs"; +import useCan from "@/app/(dashboard)/hooks/useCan"; import { getToolSpend, ToolSpendResponse } from "@/components/networking"; import { SpendMetrics } from "@/components/UsagePage/types"; import { formatNumberWithCommas } from "@/utils/dataUtils"; @@ -82,12 +83,13 @@ const UsageTab: React.FC = ({ accessToken, activity }) => { const startTime = dateValue.from ?? null; const endTime = dateValue.to ?? null; - const toolSpendEnabled = !!accessToken && !!startTime && !!endTime; + const canViewProxyWideCostData = useCan("viewProxyWideCostData"); + const toolSpendEnabled = canViewProxyWideCostData && !!accessToken && !!startTime && !!endTime; const rangeKey = startTime && endTime ? `${isoDay(startTime)}|${isoDay(endTime)}` : ""; const [toolSpendState, setToolSpendState] = useState<{ key: string; data: ToolSpendResponse } | null>(null); useEffect(() => { - if (!accessToken || !startTime || !endTime) return; + if (!canViewProxyWideCostData || !accessToken || !startTime || !endTime) return; let cancelled = false; getToolSpend(accessToken, isoDay(startTime), isoDay(endTime)) .then((res) => { @@ -99,7 +101,7 @@ const UsageTab: React.FC = ({ accessToken, activity }) => { return () => { cancelled = true; }; - }, [accessToken, startTime, endTime, rangeKey]); + }, [canViewProxyWideCostData, accessToken, startTime, endTime, rangeKey]); const toolSpend = toolSpendState?.key === rangeKey ? toolSpendState.data : null; const toolSpendLoading = toolSpendEnabled && toolSpend === null; @@ -273,55 +275,57 @@ const UsageTab: React.FC = ({ accessToken, activity }) => {
- - - Spend by tool -

- Spend on requests that invoked each tool (MCP and client-side tools); declaring a tool without invoking it - does not count. A request that invoked multiple tools counts its full spend toward each, so this attributes - rather than partitions spend. -

- - - {topTools.length === 0 ? ( -

- {toolSpendLoading ? "Loading..." : "No tool usage in this range."} + {canViewProxyWideCostData && ( + + + Spend by tool +

+ Spend on requests that invoked each tool (MCP and client-side tools); declaring a tool without invoking it + does not count. A request that invoked multiple tools counts its full spend toward each, so this + attributes rather than partitions spend.

- ) : ( -
-
-

Total by tool

- + + + {topTools.length === 0 ? ( +

+ {toolSpendLoading ? "Loading..." : "No tool usage in this range."} +

+ ) : ( +
+
+

Total by tool

+ +
+
+

Daily spend by tool

+ + +
-
-

Daily spend by tool

- - -
-
- )} - - + )} + + + )}
); }; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.integration.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.integration.test.tsx new file mode 100644 index 00000000000..d4c68841299 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.integration.test.tsx @@ -0,0 +1,53 @@ +import { screen, waitFor } from "@testing-library/react"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import GuardrailsMonitor from "./page"; +import { renderWithProviders, testQueryClient } from "../../../../tests/test-utils"; + +const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ + default: useAuthorizedMock, +})); + +const fetchMock = vi.fn(); + +const requestedUrls = () => fetchMock.mock.calls.map(([url]) => String(url)); + +const renderAs = (userRole: string) => { + useAuthorizedMock.mockReturnValue({ accessToken: "sk-test", userId: "u1", userRole }); + return renderWithProviders(); +}; + +// `/guardrails/usage/*` aggregates across tenants and is listed in +// admin_viewer_routes, so it is proxy-admin-only. Nothing on this page works +// for a non-admin, hence the whole page is gated rather than a section of it. +describe("Guardrails Monitor page access by role", () => { + beforeEach(() => { + testQueryClient.clear(); + vi.clearAllMocks(); + fetchMock.mockResolvedValue({ + ok: true, + status: 200, + statusText: "OK", + json: async () => ({ rows: [], chart: [], totalRequests: 0, totalBlocked: 0, passRate: 100 }), + }); + vi.stubGlobal("fetch", fetchMock); + }); + + it("fetches the guardrails usage overview for an admin", async () => { + renderAs("Admin"); + + await waitFor(() => expect(requestedUrls().some((url) => url.includes("/guardrails/usage/overview"))).toBe(true)); + }); + + it.each(["Internal User", "Internal Viewer", "Org Admin", "Unknown Role"])( + "renders the admin-only notice and fires no usage request for %s", + async (userRole) => { + renderAs(userRole); + + expect(await screen.findByText("Guardrails Monitor is only available to admin users.")).toBeInTheDocument(); + await waitFor(() => expect(fetchMock).not.toHaveBeenCalled()); + expect(requestedUrls().filter((url) => url.includes("/guardrails/usage"))).toEqual([]); + }, + ); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.tsx b/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.tsx index 0c4e69c2d80..255769182bf 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/guardrails-monitor/page.tsx @@ -1,9 +1,17 @@ "use client"; import GuardrailsMonitorView from "./_components/GuardrailsMonitorView"; +import { AdminOnlyNotice } from "@/components/shared/AdminOnlyNotice"; import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import useCan from "@/app/(dashboard)/hooks/useCan"; export default function GuardrailsMonitor() { const { accessToken } = useAuthorized(); + const canViewGuardrailUsage = useCan("viewGuardrailUsage"); + + if (!canViewGuardrailUsage) { + return ; + } + return ; } diff --git a/ui/litellm-dashboard/src/app/(dashboard)/memory/page.integration.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/memory/page.integration.test.tsx new file mode 100644 index 00000000000..8d15bb59187 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/memory/page.integration.test.tsx @@ -0,0 +1,59 @@ +import { screen, waitFor } from "@testing-library/react"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import Memory from "./page"; +import { renderWithProviders, testQueryClient } from "../../../../tests/test-utils"; + +const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ + default: useAuthorizedMock, +})); + +const fetchMock = vi.fn(); + +const requestedUrls = () => fetchMock.mock.calls.map(([url]) => String(url)); + +const renderAs = (userRole: string) => { + useAuthorizedMock.mockReturnValue({ accessToken: "sk-test", userId: "u1", userRole }); + return renderWithProviders(); +}; + +// `/v1/memory` scopes rows per caller in the handler, but the route gate keeps +// it proxy-admin-only, so a non-admin deep-linking to /ui/memory gets a 401. +describe("Memory page access by role", () => { + beforeEach(() => { + testQueryClient.clear(); + vi.clearAllMocks(); + fetchMock.mockResolvedValue({ + ok: true, + status: 200, + statusText: "OK", + text: async () => "", + json: async () => ({ memories: [], total: 0 }), + }); + vi.stubGlobal("fetch", fetchMock); + }); + + it("lists memory entries for an admin", async () => { + renderAs("Admin"); + + await waitFor(() => expect(requestedUrls().some((url) => url.includes("/v1/memory"))).toBe(true)); + }); + + it.each(["Internal User", "Internal Viewer", "Org Admin", "Unknown Role"])( + "renders the admin-only notice and fires no memory request for %s", + async (userRole) => { + renderAs(userRole); + + expect(await screen.findByText("Memory is only available to admin users.")).toBeInTheDocument(); + await waitFor(() => expect(fetchMock).not.toHaveBeenCalled()); + expect(requestedUrls().filter((url) => url.includes("/v1/memory"))).toEqual([]); + }, + ); + + it("hides the deprecation banner along with the page body for a denied role", () => { + renderAs("Internal User"); + + expect(screen.queryByText(/draft deprecation list/i)).not.toBeInTheDocument(); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/memory/page.tsx b/ui/litellm-dashboard/src/app/(dashboard)/memory/page.tsx index b88996c5396..7b1b6223372 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/memory/page.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/memory/page.tsx @@ -2,10 +2,18 @@ import { MemoryView } from "./_components/MemoryView"; import { DeprecationBanner } from "@/components/DeprecationBanner"; +import { AdminOnlyNotice } from "@/components/shared/AdminOnlyNotice"; import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import useCan from "@/app/(dashboard)/hooks/useCan"; export default function Memory() { const { accessToken, userRole, userId } = useAuthorized(); + const canViewMemory = useCan("viewMemory"); + + if (!canViewMemory) { + return ; + } + return ( <> diff --git a/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.integration.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.integration.test.tsx new file mode 100644 index 00000000000..6b332faf704 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.integration.test.tsx @@ -0,0 +1,59 @@ +import { screen, waitFor } from "@testing-library/react"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import Workflows from "./page"; +import { renderWithProviders, testQueryClient } from "../../../../tests/test-utils"; + +const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ + default: useAuthorizedMock, +})); + +const fetchMock = vi.fn(); + +const requestedUrls = () => fetchMock.mock.calls.map(([url]) => String(url)); + +const renderAs = (userRole: string) => { + useAuthorizedMock.mockReturnValue({ accessToken: "sk-test", userId: "u1", userRole }); + return renderWithProviders(); +}; + +// Deep-linking to /ui/workflows bypasses the sidebar, so the page itself has to +// refuse the render. `/v1/workflows/runs` is proxy-admin-only, so any request +// from a non-admin is the 401 this gate exists to stop. +describe("Workflows page access by role", () => { + beforeEach(() => { + testQueryClient.clear(); + vi.clearAllMocks(); + fetchMock.mockResolvedValue({ + ok: true, + status: 200, + statusText: "OK", + json: async () => ({ runs: [], count: 0 }), + }); + vi.stubGlobal("fetch", fetchMock); + }); + + it("lists workflow runs for an admin", async () => { + renderAs("Admin"); + + await waitFor(() => expect(requestedUrls().some((url) => url.includes("/v1/workflows/runs"))).toBe(true)); + }); + + it.each(["Internal User", "Internal Viewer", "Org Admin", "Unknown Role"])( + "renders the admin-only notice and fires no workflow request for %s", + async (userRole) => { + renderAs(userRole); + + expect(await screen.findByText("Workflow Runs is only available to admin users.")).toBeInTheDocument(); + await waitFor(() => expect(fetchMock).not.toHaveBeenCalled()); + expect(requestedUrls().filter((url) => url.includes("/v1/workflows"))).toEqual([]); + }, + ); + + it("hides the deprecation banner along with the page body for a denied role", () => { + renderAs("Internal User"); + + expect(screen.queryByText(/draft deprecation list/i)).not.toBeInTheDocument(); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.tsx b/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.tsx index 89dd30f7392..51db7579f82 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/workflows/page.tsx @@ -2,10 +2,18 @@ import WorkflowRuns from "./WorkflowRuns"; import { DeprecationBanner } from "@/components/DeprecationBanner"; +import { AdminOnlyNotice } from "@/components/shared/AdminOnlyNotice"; import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import useCan from "@/app/(dashboard)/hooks/useCan"; export default function Workflows() { const { accessToken } = useAuthorized(); + const canViewWorkflowRuns = useCan("viewWorkflowRuns"); + + if (!canViewWorkflowRuns) { + return ; + } + return ( <> diff --git a/ui/litellm-dashboard/src/components/leftnav.test.tsx b/ui/litellm-dashboard/src/components/leftnav.test.tsx index f795076ff03..e7e32718a27 100644 --- a/ui/litellm-dashboard/src/components/leftnav.test.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.test.tsx @@ -268,6 +268,96 @@ describe("Sidebar (leftnav)", () => { }); }); + // Workflow Runs, Memory and Guardrails Monitor render a shell and then 401 + // for every non-proxy-admin role, because their page-load routes sit outside + // internal_user_routes / self_managed_routes. Cost Optimization does not: + // its primary call is /user/daily/activity, which every role may make, so + // the entry stays and only its proxy-wide tabs are gated inside the page. + describe("capability-gated pages whose data is proxy-admin-only", () => { + const authFor = (userRole: string) => ({ + userId: "some-user-id", + accessToken: "test-access-token", + userRole, + isViewOnly: false, + token: "test-token", + userEmail: "someone@example.com", + premiumUser: false, + disabledPersonalKeyCreation: false, + showSSOBanner: false, + }); + + afterEach(() => { + mockUseAuthorized.mockReset(); + }); + + it("hides Workflow Runs and Memory from an internal user under Agentic", async () => { + mockUseAuthorized.mockReturnValue(authFor("internal")); + renderWithProviders(); + + act(() => { + fireEvent.click(screen.getByText("Agentic")); + }); + // Liveness gate: the sibling Agents child stays visible to this role, so + // the absences below mean the gate fired, not that the group never opened. + await waitFor(() => { + expect(screen.getByText("Agents")).toBeInTheDocument(); + }); + expect(screen.queryByText("Workflow Runs")).not.toBeInTheDocument(); + expect(screen.queryByText("Memory")).not.toBeInTheDocument(); + }); + + // An org admin's session role is "Org Admin", which no capability list + // carries, and the proxy denies these routes to org admins too because + // `_user_is_org_admin` needs an organization_id the page-load GET never sends. + // Agents is already out of reach for this role, so gating the other two + // empties the Agentic group entirely and the parent must go with it rather + // than degrade into a leaf link to the non-route `?page=agentic`. + it("drops the whole Agentic group for an org admin once its last child is gated", () => { + mockUseAuthorized.mockReturnValue(authFor("org_admin")); + renderWithProviders(); + + // Liveness gate: Logs carries no role list, so it proves the sidebar rendered. + expect(screen.getByText("Logs")).toBeInTheDocument(); + expect(screen.queryByText("Agentic")).not.toBeInTheDocument(); + expect(screen.queryByText("Workflow Runs")).not.toBeInTheDocument(); + expect(screen.queryByText("Memory")).not.toBeInTheDocument(); + }); + + it("keeps the Agentic group for an internal user, who can still see Agents", () => { + mockUseAuthorized.mockReturnValue(authFor("internal")); + renderWithProviders(); + + expect(screen.getByText("Agentic")).toBeInTheDocument(); + }); + + it("shows Workflow Runs and Memory to admins", async () => { + renderWithProviders(); + + act(() => { + fireEvent.click(screen.getByText("Agentic")); + }); + await waitFor(() => { + expect(screen.getByText("Workflow Runs")).toBeInTheDocument(); + }); + expect(screen.getByText("Memory")).toBeInTheDocument(); + }); + + it("hides Guardrails Monitor from an internal user while keeping Usage and Cost Optimization", () => { + mockUseAuthorized.mockReturnValue(authFor("internal")); + renderWithProviders(); + + expect(screen.queryByText("Guardrails Monitor")).not.toBeInTheDocument(); + expect(screen.getByText("Usage")).toBeInTheDocument(); + expect(screen.getByText("Cost Optimization")).toBeInTheDocument(); + }); + + it("shows Guardrails Monitor to admins", () => { + renderWithProviders(); + + expect(screen.getByText("Guardrails Monitor")).toBeInTheDocument(); + }); + }); + it("should show Organizations tab for organization admins", () => { mockUseAuthorized.mockReturnValueOnce({ userId: "org-admin-user-id", diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx index 12d124b059e..2b9b4859b16 100644 --- a/ui/litellm-dashboard/src/components/leftnav.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.tsx @@ -146,8 +146,20 @@ const menuGroups: MenuGroup[] = [ icon: , roles: rolesAllowedToViewWriteScopedPages, }, - { key: "workflows", page: "workflows", label: "Workflow Runs", icon: }, - { key: "memory", page: "memory", label: "Memory", icon: }, + { + key: "workflows", + page: "workflows", + label: "Workflow Runs", + icon: , + roles: rolesWithCapability("viewWorkflowRuns"), + }, + { + key: "memory", + page: "memory", + label: "Memory", + icon: , + roles: rolesWithCapability("viewMemory"), + }, ], }, { key: "mcp-servers", page: "mcp-servers", label: "MCP Servers", icon: }, @@ -206,7 +218,7 @@ const menuGroups: MenuGroup[] = [ page: "guardrails-monitor", label: "Guardrails Monitor", icon: , - roles: [...all_admin_roles, ...internalUserRoles], + roles: rolesWithCapability("viewGuardrailUsage"), }, ], }, @@ -455,6 +467,9 @@ const Sidebar_: React.FC = ({ return items .map((item) => ({ ...item, children: item.children ? filterItemsByRole(item.children) : undefined })) .filter((item) => { + // A parent whose children were all filtered out renders as a leaf link + // to its own page id, which is not a real route. Drop it instead. + if (item.children && item.children.length === 0) return false; if (item.key === "llm-playground" && isViewOnly) return false; if (item.key === "organizations" || item.key === "users") { const hasRoleAccess = !item.roles || item.roles.includes(userRole) || isOrgAdmin; diff --git a/ui/litellm-dashboard/src/components/shared/AdminOnlyNotice.tsx b/ui/litellm-dashboard/src/components/shared/AdminOnlyNotice.tsx new file mode 100644 index 00000000000..afc855cd9dd --- /dev/null +++ b/ui/litellm-dashboard/src/components/shared/AdminOnlyNotice.tsx @@ -0,0 +1,14 @@ +"use client"; + +import React from "react"; + +interface AdminOnlyNoticeProps { + pageTitle: string; +} + +export const AdminOnlyNotice: React.FC = ({ pageTitle }) => ( +
+

{pageTitle}

+

{pageTitle} is only available to admin users.

+
+); diff --git a/ui/litellm-dashboard/src/utils/capabilities.test.ts b/ui/litellm-dashboard/src/utils/capabilities.test.ts index 858658309ec..2910e4ff359 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.test.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.test.ts @@ -67,6 +67,36 @@ describe.each(["viewAuditLogs", "viewDeletedTeams"] as const)("hasCapability - % ); }); +// `useAuthorized` supplies `userRole` as the formatted session role from +// `effectiveSessionRole`, which collapses proxy_admin_viewer to "Admin" and +// renders an org admin as "Org Admin". The four sidebar pages behind these +// capabilities call proxy-admin-only routes: `_user_is_org_admin` needs an +// `organization_id` in the request data, which a page-load GET never carries, +// so an org admin is denied at the proxy exactly as it is here. +describe.each(["viewWorkflowRuns", "viewMemory", "viewGuardrailUsage", "viewProxyWideCostData"] as const)( + "hasCapability - %s", + (capability) => { + it.each(["Admin", "Admin Viewer", "proxy_admin", "proxy_admin_viewer"])("should grant it to %s", (role) => { + expect(hasCapability(role, capability)).toBe(true); + }); + + it.each([ + "Internal User", + "Internal Viewer", + "internal_user", + "internal_user_viewer", + "Org Admin", + "App User", + "Unknown Role", + "", + null, + undefined, + ])("should deny it to %s", (role) => { + expect(hasCapability(role, capability)).toBe(false); + }); + }, +); + describe("rolesWithCapability", () => { it("should return a copy so callers cannot mutate the capability map", () => { const roles = rolesWithCapability("viewToolPolicies"); diff --git a/ui/litellm-dashboard/src/utils/capabilities.ts b/ui/litellm-dashboard/src/utils/capabilities.ts index 8171ef9a512..e981b9d774f 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.ts @@ -6,6 +6,10 @@ const CAPABILITY_ROLES = { viewDeletedTeams: all_admin_roles, viewPolicies: all_admin_roles, viewPrompts: all_admin_roles, + viewWorkflowRuns: all_admin_roles, + viewMemory: all_admin_roles, + viewGuardrailUsage: all_admin_roles, + viewProxyWideCostData: all_admin_roles, } as const satisfies Record; export type Capability = keyof typeof CAPABILITY_ROLES; From e7450b11ba562e265650e5543a049270d7ee06f7 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:38:59 -0700 Subject: [PATCH 172/234] test(ui): drop redundant commentary from the team-list scoping tests The removed comments restated the test names and the assertions directly below them. The reasoning they carried is already recorded in the commit that introduced the fix and in the pull request body. --- .../src/app/(dashboard)/hooks/teams/useTeams.test.ts | 2 -- .../src/components/view_logs/log_filter_logic.test.tsx | 2 -- ui/litellm-dashboard/src/utils/roles.test.ts | 5 ----- 3 files changed, 9 deletions(-) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts index 8980c772c9b..fa3f15124cf 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/teams/useTeams.test.ts @@ -913,8 +913,6 @@ describe("useAllTeams", () => { await waitFor(() => expect(result.current.isSuccess).toBe(true)); - // A scoped call that comes back empty is the failure this guards against: the - // 401 disappears but the page still shows no teams. expect(result.current.data).toEqual(mockTeams); expect(result.current.data?.length).toBeGreaterThan(0); expect(requestedUserId(fetchMock.mock.calls[0][0] as string)).toBe("member-7"); diff --git a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx index 45ef1d017ac..17d26dc00f3 100644 --- a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.test.tsx @@ -210,8 +210,6 @@ describe("useLogFilterLogic", () => { await waitFor(() => expect(fetchAllTeams).toHaveBeenCalled()); expect(fetchAllTeams).toHaveBeenCalledWith("test-token", null, "member-7"); - // Without the scope the request 401s and the filter falls back to an empty - // list, so the rows matter as much as the argument. await waitFor(() => expect(result.current.allTeams).toEqual(callerTeams)); }); diff --git a/ui/litellm-dashboard/src/utils/roles.test.ts b/ui/litellm-dashboard/src/utils/roles.test.ts index 209353d3e3d..6430b8277f1 100644 --- a/ui/litellm-dashboard/src/utils/roles.test.ts +++ b/ui/litellm-dashboard/src/utils/roles.test.ts @@ -242,8 +242,6 @@ describe("roles", () => { describe("teamListScopeUserId", () => { const SESSION_USER_ID = "user-1"; - // The truth table is driven through effectiveSessionRole rather than hand-written - // labels, so it keeps holding if the raw -> display mapping ever moves. it.each(["proxy_admin", "proxy_admin_viewer", "org_admin"])( "leaves %s unscoped so the endpoint keeps returning its broad list", (rawRole) => { @@ -268,9 +266,6 @@ describe("roles", () => { }); it("keeps Org Admin broad even though all_admin_roles carries only the raw org_admin", () => { - // all_admin_roles mixes display labels with raw role names, so isAdminRole is - // false for the value useAuthorized actually supplies for an org admin. Relying - // on it here would scope org admins down to their direct memberships. expect(all_admin_roles).not.toContain(effectiveSessionRole("org_admin")); expect(isAdminRole(effectiveSessionRole("org_admin"))).toBe(false); expect(teamListScopeUserId(effectiveSessionRole("org_admin"), SESSION_USER_ID)).toBeNull(); From dc69f6e4a23014182e51b1bca382b0c4545970e1 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:39:31 -0700 Subject: [PATCH 173/234] test(ui): trim rationale comments in the Old Usage gate tests Drop the duplicated org_admin note and shorten the flush-window note to the one line that keeps the liveness test from looking redundant. --- .../app/(dashboard)/old-usage/_components/usage.test.tsx | 9 ++------- ui/litellm-dashboard/src/utils/capabilities.test.ts | 5 ----- 2 files changed, 2 insertions(+), 12 deletions(-) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx index 4cf210c6e38..0e4455ee912 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/old-usage/_components/usage.test.tsx @@ -49,10 +49,7 @@ const renderUsage = (overrides: Partial> />, ); -// Mount fires two effects whose requests sit behind a promise chain -// (proxy settings, then the spend query). "proves the flush window is wide -// enough" below keeps this honest: it asserts the same flush surfaces those -// requests for an admin, so a denied role's silence means the gate held. +// Width of this window is guarded by "proves the flush window is wide enough". const flushPendingRequests = async () => { await act(async () => { await new Promise((resolve) => setTimeout(resolve, 0)); @@ -196,9 +193,7 @@ describe("old usage page", () => { }); }); - // Every role below is served 401 on /global/spend/* by the proxy. Org admins - // and team admins reach the UI as "Internal User" — `org_admin` is an - // organization membership role, never a top-level user_role. + // org_admin is an organization membership role; those users reach the UI as "Internal User". describe.each(["Internal User", "Internal Viewer", "internal_user", "internal_user_viewer", "Org Admin"])( "as %s", (userRole) => { diff --git a/ui/litellm-dashboard/src/utils/capabilities.test.ts b/ui/litellm-dashboard/src/utils/capabilities.test.ts index 56eaecd7a5f..3492223c5e8 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.test.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.test.ts @@ -38,11 +38,6 @@ describe("hasCapability", () => { }); }); -// Backend truth table for the `/global/spend/*` routes the Old Usage page calls -// (verified against a live proxy): only proxy_admin and proxy_admin_viewer are -// served. Org admins and team admins carry `internal_user` as their top-level -// user_role, so `effectiveSessionRole` renders them "Internal User" — an org -// admin never reaches the UI as "Org Admin" or `org_admin`. describe("hasCapability - viewGlobalSpend", () => { it.each(ADMIN_ROLES)("should grant it to %s", (role) => { expect(hasCapability(role, "viewGlobalSpend")).toBe(true); From f1ed4690bbd93cbf61020991c1aac6a682003788 Mon Sep 17 00:00:00 2001 From: fancybear-dev <78414914+fancybear-dev@users.noreply.github.com> Date: Tue, 11 Aug 2026 00:41:27 +0200 Subject: [PATCH 174/234] fix(proxy): treat SAML as configured in UI SSO detection (#36196) * fix(proxy): treat SAML as configured in UI SSO detection _has_user_setup_sso only checked OAuth client IDs, so SAML-only setups left /.well-known/litellm-ui-config sso_configured=false and the login button gray even when SAML IdP metadata was set. Include SAML_IDP_METADATA_URL / SAML_IDP_METADATA_XML so UI discovery matches the login redirect path. * chore: adhere to comment policy Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> * fix: apply suggestion from @greptile-apps[bot] Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> --------- Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> --- litellm/proxy/auth/auth_utils.py | 21 ++++++--- .../proxy/auth/test_auth_utils.py | 44 +++++++++++++++++++ 2 files changed, 59 insertions(+), 6 deletions(-) diff --git a/litellm/proxy/auth/auth_utils.py b/litellm/proxy/auth/auth_utils.py index 0bfe4b685e1..3bfae4633c1 100644 --- a/litellm/proxy/auth/auth_utils.py +++ b/litellm/proxy/auth/auth_utils.py @@ -1303,18 +1303,27 @@ def is_pass_through_provider_route(route: str) -> bool: return False -def _has_user_setup_sso(): +def _has_user_setup_sso() -> bool: """ - Check if the user has set up single sign-on (SSO) by verifying the presence of Microsoft client ID, Google client ID or generic client ID and UI username environment variables. - Returns a boolean indicating whether SSO has been set up. + Check if the user has set up single sign-on (SSO). + + Covers OAuth providers (Microsoft, Google, generic) and SAML IdP metadata. + Used by UI discovery (``sso_configured``) so the login button enables when + any supported SSO path is configured — including SAML-only setups. """ microsoft_client_id: Final = os.getenv("MICROSOFT_CLIENT_ID", None) google_client_id: Final = os.getenv("GOOGLE_CLIENT_ID", None) generic_client_id: Final = os.getenv("GENERIC_CLIENT_ID", None) + saml_idp_metadata_url: Final = os.getenv("SAML_IDP_METADATA_URL", None) + saml_idp_metadata_xml: Final = os.getenv("SAML_IDP_METADATA_XML", None) - sso_setup = (microsoft_client_id is not None) or (google_client_id is not None) or (generic_client_id is not None) - - return sso_setup + return ( + microsoft_client_id is not None + or google_client_id is not None + or generic_client_id is not None + or bool(saml_idp_metadata_url) + or bool(saml_idp_metadata_xml) + ) def get_customer_user_header_from_mapping(user_id_mapping) -> list | None: diff --git a/tests/test_litellm/proxy/auth/test_auth_utils.py b/tests/test_litellm/proxy/auth/test_auth_utils.py index 78b7e771239..9ff2c38d98a 100644 --- a/tests/test_litellm/proxy/auth/test_auth_utils.py +++ b/tests/test_litellm/proxy/auth/test_auth_utils.py @@ -3087,3 +3087,47 @@ class TestIsRequestBodySafeChecksBracketNotationMetadata: ) is True ) + + +class TestHasUserSetupSso: + """_has_user_setup_sso must treat SAML IdP metadata as SSO configured. + + Regression: UI discovery used this helper for sso_configured, but it only + checked OAuth client IDs, so SAML-only setups left the login button gray. + """ + + @pytest.fixture(autouse=True) + def _clear_sso_env(self, monkeypatch): + for key in ( + "MICROSOFT_CLIENT_ID", + "GOOGLE_CLIENT_ID", + "GENERIC_CLIENT_ID", + "SAML_IDP_METADATA_URL", + "SAML_IDP_METADATA_XML", + ): + monkeypatch.delenv(key, raising=False) + + def test_false_when_no_sso_env(self): + from litellm.proxy.auth.auth_utils import _has_user_setup_sso + + assert _has_user_setup_sso() is False + + def test_true_for_oauth_client_ids(self, monkeypatch): + from litellm.proxy.auth.auth_utils import _has_user_setup_sso + + monkeypatch.setenv("GOOGLE_CLIENT_ID", "google-client") + assert _has_user_setup_sso() is True + + def test_true_for_saml_metadata_url(self, monkeypatch): + from litellm.proxy.auth.auth_utils import _has_user_setup_sso + + monkeypatch.setenv( + "SAML_IDP_METADATA_URL", "https://idp.example.com/metadata.xml" + ) + assert _has_user_setup_sso() is True + + def test_true_for_saml_metadata_xml(self, monkeypatch): + from litellm.proxy.auth.auth_utils import _has_user_setup_sso + + monkeypatch.setenv("SAML_IDP_METADATA_XML", "") + assert _has_user_setup_sso() is True From 4f1c92b9751af9cbdf21d19f4ca70f2742d4d781 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 15:42:09 -0700 Subject: [PATCH 175/234] fix(ui): register type-test files as knip entry points knip derives its entry points from vitest's `test.include`, which does not cover `test.typecheck.include`, so the new `*.test-d.tsx` file read as an unused file and failed the lint job. Declare the glob as an entry point. Also drops the doc comment on `DataTableResolvedProps`; the rationale for the resolved/public split belongs in the commit that introduced it. --- ui/litellm-dashboard/knip.json | 2 +- ui/litellm-dashboard/src/components/shared/DataTable/types.ts | 4 ---- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/ui/litellm-dashboard/knip.json b/ui/litellm-dashboard/knip.json index 48b39e8122d..f6cd8ace112 100644 --- a/ui/litellm-dashboard/knip.json +++ b/ui/litellm-dashboard/knip.json @@ -1,6 +1,6 @@ { "$schema": "https://unpkg.com/knip@5/schema.json", - "entry": ["scripts/**/*.{ts,mjs}", "src/components/ui/**/*.{ts,tsx}"], + "entry": ["scripts/**/*.{ts,mjs}", "src/components/ui/**/*.{ts,tsx}", "src/**/*.test-d.{ts,tsx}"], "project": ["src/**/*.{ts,tsx}", "tests/**/*.{ts,tsx}", "scripts/**/*.{ts,mjs}"], "ignore": ["src/lib/http/schema.d.ts"], "ignoreDependencies": [ diff --git a/ui/litellm-dashboard/src/components/shared/DataTable/types.ts b/ui/litellm-dashboard/src/components/shared/DataTable/types.ts index 8c4d7cbb161..c767a0a64c0 100644 --- a/ui/litellm-dashboard/src/components/shared/DataTable/types.ts +++ b/ui/litellm-dashboard/src/components/shared/DataTable/types.ts @@ -21,10 +21,6 @@ export type DataTableSize = "compact" | "default"; export type ColumnPinnedSide = "left" | "right"; export type DataTableSkeletonShape = "text" | "twoLine" | "badge" | "chips" | "meter"; -/** - * The flat shape the component reads internally. Every member of the public - * `DataTableProps` union is assignable to it, so the component body needs no narrowing. - */ export interface DataTableResolvedProps { data: TData[]; columns: ColumnDef[]; From 20354bfcdcdd0130d257c844c4368d37a4be8990 Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Mon, 10 Aug 2026 15:59:18 -0700 Subject: [PATCH 176/234] fix(bedrock): reject Anthropic server-side web_search tool with actionable error (#36473) * fix(bedrock): reject Anthropic server-side web_search tool with actionable error Bedrock's Anthropic Messages endpoints cannot execute Anthropic's server-side web_search tool, so forwarding it returns an opaque "The provided request is not valid" 400 from Bedrock. Fail fast in the invoke transform with an error that names the unsupported tool, the model, and links the web search interception docs as the fix. * refactor(bedrock): address review nits on web_search guard typing --- .../anthropic_claude3_transformation.py | 43 ++++++++++++++++ .../test_anthropic_claude3_transformation.py | 49 +++++++++++++++++++ 2 files changed, 92 insertions(+) diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py index 85fda3a6522..fad7e7558c2 100644 --- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py +++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py @@ -67,6 +67,8 @@ class AmazonAnthropicClaudeMessagesConfig( DEFAULT_BEDROCK_ANTHROPIC_API_VERSION = "bedrock-2023-05-31" + WEBSEARCH_INTERCEPTION_DOCS_URL = "https://docs.litellm.ai/docs/integrations/websearch_interception" + @property def custom_llm_provider(self) -> str | None: return "bedrock" @@ -572,6 +574,45 @@ class AmazonAnthropicClaudeMessagesConfig( return filtered_betas + @staticmethod + def _reject_unsupported_web_search_tools(anthropic_messages_request: dict[str, object], model: str) -> None: + """ + Bedrock's Anthropic endpoints cannot execute Anthropic's server-side + ``web_search_*`` tool; forwarding it returns an opaque + "The provided request is not valid" 400 from Bedrock. Fail fast with an + error that names the problem and the fix instead. + + When web search interception is enabled + (``litellm_settings.callbacks: ["websearch_interception"]``), the tool + is converted to a regular function tool before this transform runs, so + this guard never fires. + """ + from litellm.integrations.websearch_interception.tools import ( + is_anthropic_native_web_search_tool, + ) + + tools: Final = anthropic_messages_request.get("tools") + if not isinstance(tools, list): + return + web_search_tool: Final = next( + (t for t in tools if isinstance(t, dict) and is_anthropic_native_web_search_tool(t)), + None, + ) + if web_search_tool is None: + return + raise litellm.BadRequestError( + message=( + f"Bedrock does not support Anthropic's server-side web search tool " + f"(tool type '{web_search_tool.get('type')}', model '{model}'). " + "To use web search with this model, enable LiteLLM's web search interception " + "so the proxy executes the search instead: " + f"{AmazonAnthropicClaudeMessagesConfig.WEBSEARCH_INTERCEPTION_DOCS_URL}. " + "Alternatively, remove the web_search tool from the request." + ), + model=model, + llm_provider="bedrock", + ) + def _strip_unsupported_bedrock_invoke_fields( self, anthropic_messages_request: dict, @@ -630,6 +671,8 @@ class AmazonAnthropicClaudeMessagesConfig( ############## BEDROCK Invoke SPECIFIC TRANSFORMATION ### ######################################################### + self._reject_unsupported_web_search_tools(anthropic_messages_request=anthropic_messages_request, model=model) + # 1. anthropic_version is required for all claude models if "anthropic_version" not in anthropic_messages_request: anthropic_messages_request["anthropic_version"] = self.DEFAULT_BEDROCK_ANTHROPIC_API_VERSION diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py index 76bb11cc26d..2d1a5bc4c2a 100644 --- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py @@ -2580,3 +2580,52 @@ def test_replayed_intercepted_search_turn_leaves_no_unsupported_block_for_bedroc assert "server_tool_use" not in serialized assert expected_evidence in serialized assert "Rome was founded in 753 BC." in serialized + + +@pytest.mark.parametrize("tool_type", ["web_search_20250305", "web_search_20260209"]) +def test_bedrock_invoke_messages_rejects_server_web_search_tool(tool_type: str): + """Bedrock can't execute Anthropic's server-side web search; the transform + must raise an actionable 400 pointing at the interception docs instead of + letting Bedrock return an opaque "provided request is not valid".""" + import litellm + from litellm.types.router import GenericLiteLLMParams + + cfg = AmazonAnthropicClaudeMessagesConfig() + with pytest.raises(litellm.BadRequestError) as exc_info: + cfg.transform_anthropic_messages_request( + model="us.anthropic.claude-haiku-4-5-20251001-v1:0", + messages=[{"role": "user", "content": "search the web for litellm"}], + anthropic_messages_optional_request_params={ + "max_tokens": 128, + "tools": [{"type": tool_type, "name": "web_search", "max_uses": 5}], + }, + litellm_params=GenericLiteLLMParams(), + headers={}, + ) + assert "https://docs.litellm.ai/docs/integrations/websearch_interception" in str(exc_info.value) + assert "us.anthropic.claude-haiku-4-5-20251001-v1:0" in str(exc_info.value) + + +def test_bedrock_invoke_messages_allows_converted_websearch_function_tool(): + """The interception hook rewrites web_search into a plain custom tool + (litellm_web_search); that converted shape must pass through untouched.""" + from litellm.types.router import GenericLiteLLMParams + + cfg = AmazonAnthropicClaudeMessagesConfig() + result = cfg.transform_anthropic_messages_request( + model="us.anthropic.claude-haiku-4-5-20251001-v1:0", + messages=[{"role": "user", "content": "search the web for litellm"}], + anthropic_messages_optional_request_params={ + "max_tokens": 128, + "tools": [ + { + "name": "litellm_web_search", + "description": "Search the web", + "input_schema": {"type": "object", "properties": {"query": {"type": "string"}}}, + } + ], + }, + litellm_params=GenericLiteLLMParams(), + headers={}, + ) + assert result["tools"][0]["name"] == "litellm_web_search" From f3069278536b358be801a6add238ef9dfd3776f7 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 16:11:05 -0700 Subject: [PATCH 177/234] fix(ui): restore the Logs Deleted Teams tab for organization admins Hiding the tab behind all_admin_roles took it away from org admins, who are entitled to it: /v2/team/list?status=deleted returns 200 for them, scoped to their own organizations. An org admin is an organization membership rather than a global role, so their session carries user_role "internal_user" and no role-based gate can ever see them. Lift the membership lookup the left nav already did into a shared useIsOrgAdmin hook, and let a capability opt into allowing org admins. viewDeletedTeams is the only one that opts in; the backend still refuses org admins on /v1/tool/list, /policies/list, /prompts/list and /audit, so those gates stay as they are. The hook also accepts a session role of org_admin, in case a deployment maps one through SSO. --- .../src/app/(dashboard)/hooks/useCan.ts | 4 +- .../(dashboard)/hooks/useIsOrgAdmin.test.ts | 53 +++++++++++++++++ .../app/(dashboard)/hooks/useIsOrgAdmin.ts | 14 +++++ .../components/chat_ui/ChatUI.test.tsx | 3 +- .../src/components/leftnav.test.tsx | 22 ++++--- .../src/components/leftnav.tsx | 12 +--- .../view_logs/index.integration.test.tsx | 32 +++++++++- .../src/components/view_logs/index.test.tsx | 59 +++++++++++++++++-- .../src/utils/capabilities.test.ts | 32 ++++++++++ .../src/utils/capabilities.ts | 11 +++- ui/litellm-dashboard/src/utils/roles.test.ts | 56 +++++++++++++++++- ui/litellm-dashboard/src/utils/roles.ts | 25 +++++++- 12 files changed, 293 insertions(+), 30 deletions(-) create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.test.ts create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.ts diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/useCan.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/useCan.ts index f538e1dff15..13903007cae 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/useCan.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/useCan.ts @@ -3,10 +3,12 @@ import { hasCapability, type Capability } from "@/utils/capabilities"; import useAuthorized from "./useAuthorized"; +import useIsOrgAdmin from "./useIsOrgAdmin"; const useCan = (capability: Capability): boolean => { const { userRole } = useAuthorized(); - return hasCapability(userRole, capability); + const isOrgAdmin = useIsOrgAdmin(); + return hasCapability(userRole, capability, isOrgAdmin); }; export default useCan; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.test.ts new file mode 100644 index 00000000000..bb913e2fd64 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.test.ts @@ -0,0 +1,53 @@ +/* @vitest-environment jsdom */ +import { renderHook } from "@testing-library/react"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import type { Organization } from "@/components/networking"; +import useIsOrgAdmin from "./useIsOrgAdmin"; + +const { useAuthorizedMock, useOrganizationsMock } = vi.hoisted(() => ({ + useAuthorizedMock: vi.fn(), + useOrganizationsMock: vi.fn(), +})); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: useAuthorizedMock })); +vi.mock("./organizations/useOrganizations", () => ({ useOrganizations: useOrganizationsMock })); + +const orgWithMembers = (members: { user_id: string; user_role: string }[]): Organization => + ({ organization_id: "org-1", members }) as unknown as Organization; + +const renderAs = (userRole: string, organizations: Organization[] | undefined) => { + useAuthorizedMock.mockReturnValue({ userId: "user-1", userRole }); + useOrganizationsMock.mockReturnValue({ data: organizations }); + return renderHook(() => useIsOrgAdmin()).result; +}; + +describe("useIsOrgAdmin", () => { + beforeEach(() => { + vi.clearAllMocks(); + }); + + it("is true for the session a real org admin carries: internal_user plus an org_admin membership", () => { + const result = renderAs("Internal User", [orgWithMembers([{ user_id: "user-1", user_role: "org_admin" }])]); + expect(result.current).toBe(true); + }); + + it("is false for an internal user with no org_admin membership", () => { + const result = renderAs("Internal User", [orgWithMembers([{ user_id: "user-1", user_role: "internal_user" }])]); + expect(result.current).toBe(false); + }); + + it("is false while the organization list is still loading", () => { + const result = renderAs("Internal User", undefined); + expect(result.current).toBe(false); + }); + + it("is true for a session role of org_admin even with no membership rows", () => { + expect(renderAs("org_admin", []).current).toBe(true); + expect(renderAs("Org Admin", []).current).toBe(true); + }); + + it("is false for a proxy admin, who is covered by role-based gates instead", () => { + const result = renderAs("Admin", []); + expect(result.current).toBe(false); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.ts new file mode 100644 index 00000000000..d93b57a3fc3 --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/useIsOrgAdmin.ts @@ -0,0 +1,14 @@ +"use client"; + +import { isOrgAdminForAnyOrg, isOrgAdminSessionRole } from "@/utils/roles"; + +import { useOrganizations } from "./organizations/useOrganizations"; +import useAuthorized from "./useAuthorized"; + +const useIsOrgAdmin = (): boolean => { + const { userId, userRole } = useAuthorized(); + const { data: organizations } = useOrganizations(); + return isOrgAdminSessionRole(userRole) || isOrgAdminForAnyOrg(organizations, userId); +}; + +export default useIsOrgAdmin; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/playground/components/chat_ui/ChatUI.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/playground/components/chat_ui/ChatUI.test.tsx index 3c94977f0dc..0c487af213e 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/playground/components/chat_ui/ChatUI.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/playground/components/chat_ui/ChatUI.test.tsx @@ -1,4 +1,5 @@ -import { act, fireEvent, render, screen, waitFor } from "@testing-library/react"; +import { act, fireEvent, screen, waitFor } from "@testing-library/react"; +import { renderWithProviders as render } from "@/../tests/test-utils"; import { beforeEach, describe, expect, it, vi } from "vitest"; import ChatUI from "./ChatUI"; import * as fetchModelsModule from "@/components/llm_calls/fetch_models"; diff --git a/ui/litellm-dashboard/src/components/leftnav.test.tsx b/ui/litellm-dashboard/src/components/leftnav.test.tsx index f795076ff03..3c2047b8d75 100644 --- a/ui/litellm-dashboard/src/components/leftnav.test.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.test.tsx @@ -3,8 +3,10 @@ import { afterEach, describe, expect, it, vi } from "vitest"; import { renderWithProviders } from "../../tests/test-utils"; import Sidebar, { menuGroups, getBreadcrumb } from "./leftnav"; -vi.mock("../utils/roles", () => { +vi.mock("../utils/roles", async (importOriginal) => { + const actual = await importOriginal(); return { + ...actual, all_admin_roles: ["admin", "admin_viewer"], internalUserRoles: ["internal"], rolesWithWriteAccess: ["admin", "internal"], @@ -91,6 +93,11 @@ describe("Sidebar (leftnav)", () => { collapsed: false, }; + afterEach(() => { + mockUseAuthorized.mockReset(); + mockUseOrganizations.mockReset(); + }); + it("should link the logo to the UI home route rather than the proxy origin", () => { renderWithProviders(); @@ -174,19 +181,19 @@ describe("Sidebar (leftnav)", () => { }; it("hides Playground from Admin Viewer (cost-incurring action)", () => { - mockUseAuthorized.mockReturnValueOnce(adminViewerAuth); + mockUseAuthorized.mockReturnValue(adminViewerAuth); renderWithProviders(); expect(screen.queryByText("Playground")).not.toBeInTheDocument(); }); it("shows Models + Endpoints to Admin Viewer (read-only)", () => { - mockUseAuthorized.mockReturnValueOnce(adminViewerAuth); + mockUseAuthorized.mockReturnValue(adminViewerAuth); renderWithProviders(); expect(screen.getByText("Models + Endpoints")).toBeInTheDocument(); }); it("shows Agents (under Agentic) to Admin Viewer (read-only)", async () => { - mockUseAuthorized.mockReturnValueOnce(adminViewerAuth); + mockUseAuthorized.mockReturnValue(adminViewerAuth); renderWithProviders(); // Agents is now nested under the "Agentic" submenu — expand parent // first to render the children, then assert Agents is visible. @@ -199,7 +206,7 @@ describe("Sidebar (leftnav)", () => { }); it("shows Logs to Admin Viewer", () => { - mockUseAuthorized.mockReturnValueOnce(adminViewerAuth); + mockUseAuthorized.mockReturnValue(adminViewerAuth); renderWithProviders(); expect(screen.getByText("Logs")).toBeInTheDocument(); }); @@ -269,10 +276,11 @@ describe("Sidebar (leftnav)", () => { }); it("should show Organizations tab for organization admins", () => { - mockUseAuthorized.mockReturnValueOnce({ + mockUseAuthorized.mockReturnValue({ userId: "org-admin-user-id", accessToken: "test-access-token", userRole: "viewer", + isViewOnly: false, token: "test-token", userEmail: "orgadmin@example.com", premiumUser: false, @@ -280,7 +288,7 @@ describe("Sidebar (leftnav)", () => { showSSOBanner: false, }); - mockUseOrganizations.mockReturnValueOnce({ + mockUseOrganizations.mockReturnValue({ data: [ { organization_id: "org-1", diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx index 12d124b059e..2e199db028d 100644 --- a/ui/litellm-dashboard/src/components/leftnav.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.tsx @@ -1,6 +1,6 @@ -import { useOrganizations } from "@/app/(dashboard)/hooks/organizations/useOrganizations"; import { useTeams } from "@/app/(dashboard)/hooks/teams/useTeams"; import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import useIsOrgAdmin from "@/app/(dashboard)/hooks/useIsOrgAdmin"; import { useHealthReadinessDetails } from "@/app/(dashboard)/hooks/healthReadiness/useHealthReadinessDetails"; import { useLogout } from "@/app/(dashboard)/hooks/useLogout"; import { getProxyBaseUrl } from "@/components/networking"; @@ -75,7 +75,6 @@ import { } from "../utils/roles"; import BetaBadge from "./BetaBadge"; import NewBadge from "./common_components/NewBadge"; -import type { Organization } from "./networking"; import SidebarAccountMenu from "./SidebarAccountMenu/SidebarAccountMenu"; import SidebarUsageCard from "./SidebarUsageCard"; import { MIGRATED_PAGES, migratedHref, legacyPageHref } from "@/utils/migratedPages"; @@ -414,7 +413,7 @@ const Sidebar_: React.FC = ({ allowVectorStoresForTeamAdmins, }) => { const { userId, accessToken, userRole, isViewOnly } = useAuthorized(); - const { data: organizations } = useOrganizations(); + const isOrgAdmin = useIsOrgAdmin(); const { data: teams } = useTeams(); const { logoUrl } = useTheme(); const { data: healthData } = useHealthReadinessDetails(accessToken); @@ -441,13 +440,6 @@ const Sidebar_: React.FC = ({ } } - const isOrgAdmin = useMemo(() => { - if (!userId || !organizations) return false; - return organizations.some((org: Organization) => - org.members?.some((member) => member.user_id === userId && member.user_role === "org_admin"), - ); - }, [userId, organizations]); - const isTeamAdmin = useMemo(() => isUserTeamAdminForAnyTeam(teams ?? null, userId ?? ""), [teams, userId]); const filterItemsByRole = (items: MenuItem[]): MenuItem[] => { diff --git a/ui/litellm-dashboard/src/components/view_logs/index.integration.test.tsx b/ui/litellm-dashboard/src/components/view_logs/index.integration.test.tsx index b86ad015b91..f2d70b74c96 100644 --- a/ui/litellm-dashboard/src/components/view_logs/index.integration.test.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/index.integration.test.tsx @@ -4,12 +4,19 @@ import { beforeEach, describe, expect, it, vi } from "vitest"; import SpendLogsTable from "./index"; import { renderWithProviders, testQueryClient } from "../../../tests/test-utils"; -const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); +const { useAuthorizedMock, useOrganizationsMock } = vi.hoisted(() => ({ + useAuthorizedMock: vi.fn(), + useOrganizationsMock: vi.fn(), +})); vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: useAuthorizedMock, })); +vi.mock("@/app/(dashboard)/hooks/organizations/useOrganizations", () => ({ + useOrganizations: useOrganizationsMock, +})); + vi.mock("./RequestLogsPanel", () => ({ default: function RequestLogsPanelMock() { return
; @@ -37,8 +44,16 @@ const defaultProps = { premiumUser: true, }; -const renderAs = (sessionRole: string) => { - useAuthorizedMock.mockReturnValue({ accessToken: "sk-test", userRole: sessionRole, premiumUser: true }); +const ORG_ADMIN_MEMBERSHIPS = [{ organization_id: "org-1", members: [{ user_id: "user-1", user_role: "org_admin" }] }]; + +const renderAs = (sessionRole: string, organizations: unknown[] = []) => { + useAuthorizedMock.mockReturnValue({ + accessToken: "sk-test", + userId: "user-1", + userRole: sessionRole, + premiumUser: true, + }); + useOrganizationsMock.mockReturnValue({ data: organizations }); return renderWithProviders(); }; @@ -46,6 +61,7 @@ describe("SpendLogsTable network access by role", () => { beforeEach(() => { testQueryClient.clear(); vi.clearAllMocks(); + useOrganizationsMock.mockReturnValue({ data: [] }); fetchMock.mockImplementation(async (url: string) => { if (String(url).includes("/audit")) { return jsonResponse(emptyAuditLogs); @@ -73,6 +89,16 @@ describe("SpendLogsTable network access by role", () => { expect(requestedUrls().filter((url) => url.includes("/v2/team/list"))).toEqual([]); }); + it("fetches the deleted teams an org admin is entitled to, and still no audit logs", async () => { + renderAs("Internal User", ORG_ADMIN_MEMBERSHIPS); + + await waitFor(() => + expect(requestedUrls().some((url) => url.includes("/v2/team/list") && url.includes("status=deleted"))).toBe(true), + ); + + expect(requestedUrls().filter((url) => url.includes("/audit"))).toEqual([]); + }); + it("fetches deleted teams and audit logs for an admin", async () => { const user = userEvent.setup(); renderAs("Admin"); diff --git a/ui/litellm-dashboard/src/components/view_logs/index.test.tsx b/ui/litellm-dashboard/src/components/view_logs/index.test.tsx index 785fa0cc6f8..ed55d73c62e 100644 --- a/ui/litellm-dashboard/src/components/view_logs/index.test.tsx +++ b/ui/litellm-dashboard/src/components/view_logs/index.test.tsx @@ -4,12 +4,19 @@ import { beforeEach, describe, expect, it, vi } from "vitest"; import SpendLogsTable from "./index"; import { renderWithProviders } from "../../../tests/test-utils"; -const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); +const { useAuthorizedMock, useOrganizationsMock } = vi.hoisted(() => ({ + useAuthorizedMock: vi.fn(), + useOrganizationsMock: vi.fn(), +})); vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: useAuthorizedMock, })); +vi.mock("@/app/(dashboard)/hooks/organizations/useOrganizations", () => ({ + useOrganizations: useOrganizationsMock, +})); + vi.mock("./RequestLogsPanel", () => ({ default: function RequestLogsPanelMock({ isActive }: { isActive: boolean }) { return
{isActive ? "active" : "inactive"}
; @@ -42,14 +49,20 @@ const defaultProps = { premiumUser: false, }; -const renderAs = (sessionRole: string) => { - useAuthorizedMock.mockReturnValue({ userRole: sessionRole }); +const ORG_ADMIN_MEMBERSHIPS = [{ organization_id: "org-1", members: [{ user_id: "user-1", user_role: "org_admin" }] }]; + +const renderAs = (sessionRole: string, organizations: unknown[] = []) => { + useAuthorizedMock.mockReturnValue({ userId: "user-1", userRole: sessionRole }); + useOrganizationsMock.mockReturnValue({ data: organizations }); return renderWithProviders(); }; +const tabNames = () => screen.getAllByRole("tab").map((tab) => tab.textContent); + describe("SpendLogsTable", () => { beforeEach(() => { - useAuthorizedMock.mockReturnValue({ userRole: "Admin" }); + useAuthorizedMock.mockReturnValue({ userId: "user-1", userRole: "Admin" }); + useOrganizationsMock.mockReturnValue({ data: [] }); }); it("renders the four log tabs", () => { @@ -91,6 +104,44 @@ describe("SpendLogsTable", () => { }); }); + describe("organization admins", () => { + it("shows Deleted Teams to an org admin, whose session role reads as a plain internal user", () => { + renderAs("Internal User", ORG_ADMIN_MEMBERSHIPS); + + expect(screen.getByRole("tab", { name: "Deleted Teams" })).toBeInTheDocument(); + expect(screen.getByTestId("deleted-teams-page")).toBeInTheDocument(); + }); + + it("does not hand an org admin the Audit Logs tab, which the backend still refuses them", () => { + renderAs("Internal User", ORG_ADMIN_MEMBERSHIPS); + + expect(tabNames()).toEqual(["Request Logs", "Deleted Keys", "Deleted Teams"]); + expect(screen.queryByTestId("audit-logs-panel")).not.toBeInTheDocument(); + }); + + it("keeps an internal user in the same org without an org_admin membership at two tabs", () => { + renderAs("Internal User", [ + { organization_id: "org-1", members: [{ user_id: "user-1", user_role: "internal_user" }] }, + ]); + + expect(tabNames()).toEqual(["Request Logs", "Deleted Keys"]); + }); + + it("activates the org admin's selected tab rather than the one at the four-tab index", async () => { + const user = userEvent.setup(); + renderAs("Internal User", ORG_ADMIN_MEMBERSHIPS); + + await user.click(screen.getByRole("tab", { name: "Deleted Teams" })); + + expect(screen.getByRole("tab", { name: "Deleted Teams" })).toHaveAttribute("aria-selected", "true"); + expect(screen.getByTestId("request-logs-panel")).toHaveTextContent("inactive"); + + await user.click(screen.getByRole("tab", { name: "Request Logs" })); + + expect(screen.getByTestId("request-logs-panel")).toHaveTextContent("active"); + }); + }); + describe("tab index mapping", () => { it("activates the panel the admin selected, not the one at the old hardcoded index", async () => { const user = userEvent.setup(); diff --git a/ui/litellm-dashboard/src/utils/capabilities.test.ts b/ui/litellm-dashboard/src/utils/capabilities.test.ts index 98752456166..3f6fb2ecedb 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.test.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.test.ts @@ -37,6 +37,38 @@ describe("hasCapability", () => { }); }); +// An org admin is a membership, not a session role, so their JWT reads "Internal User". +// Each row was measured on a live proxy with a membership-granted org admin's key. +const ORG_ADMIN_BACKEND_ACCESS: ReadonlyArray = [ + ["viewDeletedTeams", "GET /v2/team/list?status=deleted -> 200 (scoped to their orgs)", true], + ["viewToolPolicies", "GET /v1/tool/list -> 401", false], + ["viewPolicies", "GET /policies/list -> 401", false], + ["viewPrompts", "GET /prompts/list -> 401", false], + ["viewAuditLogs", "GET /audit -> 401", false], +]; + +describe("hasCapability for organization admins", () => { + it.each(ORG_ADMIN_BACKEND_ACCESS)("%s matches the backend: %s", (capability, _endpoint, isEntitled) => { + expect(hasCapability("Internal User", capability, true)).toBe(isEntitled); + }); + + it.each(NON_ADMIN_ROLES)("grants viewDeletedTeams to an org admin whose session role is %s", (role) => { + expect(hasCapability(role, "viewDeletedTeams", true)).toBe(true); + }); + + it.each(ADMIN_ONLY_CAPABILITIES)("leaves %s denied when the caller is not an org admin", (capability) => { + expect(hasCapability("Internal User", capability, false)).toBe(false); + expect(hasCapability("Internal User", capability)).toBe(false); + }); + + it("keeps the org-admin allowance opt-in per capability", () => { + const orgAdminCapabilities = ADMIN_ONLY_CAPABILITIES.filter((capability) => + hasCapability("Internal User", capability, true), + ); + expect(orgAdminCapabilities).toEqual(["viewDeletedTeams"]); + }); +}); + describe("rolesWithCapability", () => { it("should return a copy so callers cannot mutate the capability map", () => { const roles = rolesWithCapability("viewToolPolicies"); diff --git a/ui/litellm-dashboard/src/utils/capabilities.ts b/ui/litellm-dashboard/src/utils/capabilities.ts index 6be75ba402e..c529c0c43ef 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.ts @@ -12,7 +12,14 @@ const CAPABILITY_ROLES = { export type Capability = keyof typeof CAPABILITY_ROLES; -export const hasCapability = (userRole: string | null | undefined, capability: Capability): boolean => - userRole != null && CAPABILITY_ROLES[capability].includes(userRole); +const ORG_ADMIN_CAPABILITIES: ReadonlySet = new Set(["viewDeletedTeams"]); + +export const hasCapability = ( + userRole: string | null | undefined, + capability: Capability, + isOrgAdmin: boolean = false, +): boolean => + (isOrgAdmin && ORG_ADMIN_CAPABILITIES.has(capability)) || + (userRole != null && CAPABILITY_ROLES[capability].includes(userRole)); export const rolesWithCapability = (capability: Capability): string[] => [...CAPABILITY_ROLES[capability]]; diff --git a/ui/litellm-dashboard/src/utils/roles.test.ts b/ui/litellm-dashboard/src/utils/roles.test.ts index 83f633bc299..3fe3a1a0f0b 100644 --- a/ui/litellm-dashboard/src/utils/roles.test.ts +++ b/ui/litellm-dashboard/src/utils/roles.test.ts @@ -2,6 +2,8 @@ import { describe, it, expect } from "vitest"; import { effectiveSessionRole, isAdminRole, + isOrgAdminForAnyOrg, + isOrgAdminSessionRole, isProxyAdminRole, isUserTeamAdminForAnyTeam, isUserTeamAdminForSingleTeam, @@ -9,7 +11,10 @@ import { rolesAllowedToViewWriteScopedPages, rolesWithWriteAccess, } from "./roles"; -import { Team } from "@/components/networking"; +import { Organization, Team } from "@/components/networking"; + +const orgWithMembers = (members: { user_id: string; user_role: string }[]): Organization => + ({ organization_id: "org-1", members }) as unknown as Organization; describe("roles", () => { describe("isAdminRole", () => { @@ -154,6 +159,55 @@ describe("roles", () => { }); }); + describe("isOrgAdminForAnyOrg", () => { + it("returns true when the user holds an org_admin membership in any organization", () => { + const organizations = [ + orgWithMembers([{ user_id: "user-1", user_role: "internal_user" }]), + orgWithMembers([{ user_id: "user-1", user_role: "org_admin" }]), + ]; + expect(isOrgAdminForAnyOrg(organizations, "user-1")).toBe(true); + }); + + it("returns false when the user is only a plain member", () => { + const organizations = [orgWithMembers([{ user_id: "user-1", user_role: "internal_user" }])]; + expect(isOrgAdminForAnyOrg(organizations, "user-1")).toBe(false); + }); + + it("does not credit one user with another user's org_admin membership", () => { + const organizations = [orgWithMembers([{ user_id: "user-2", user_role: "org_admin" }])]; + expect(isOrgAdminForAnyOrg(organizations, "user-1")).toBe(false); + }); + + it("returns false for missing organizations, missing members, or a missing user id", () => { + expect(isOrgAdminForAnyOrg(null, "user-1")).toBe(false); + expect(isOrgAdminForAnyOrg(undefined, "user-1")).toBe(false); + expect(isOrgAdminForAnyOrg([], "user-1")).toBe(false); + expect(isOrgAdminForAnyOrg([{ organization_id: "org-1" } as unknown as Organization], "user-1")).toBe(false); + expect(isOrgAdminForAnyOrg([orgWithMembers([{ user_id: "user-1", user_role: "org_admin" }])], null)).toBe(false); + expect(isOrgAdminForAnyOrg([orgWithMembers([{ user_id: "user-1", user_role: "org_admin" }])], "")).toBe(false); + }); + }); + + describe("isOrgAdminSessionRole", () => { + it("accepts both the raw and the formatted org admin role", () => { + expect(isOrgAdminSessionRole("org_admin")).toBe(true); + expect(isOrgAdminSessionRole(effectiveSessionRole("org_admin"))).toBe(true); + }); + + it("returns false for the role a membership-granted org admin actually carries", () => { + expect(isOrgAdminSessionRole("Internal User")).toBe(false); + expect(isOrgAdminSessionRole("internal_user")).toBe(false); + }); + + it("returns false for admin and missing roles", () => { + expect(isOrgAdminSessionRole("Admin")).toBe(false); + expect(isOrgAdminSessionRole("proxy_admin")).toBe(false); + expect(isOrgAdminSessionRole(null)).toBe(false); + expect(isOrgAdminSessionRole(undefined)).toBe(false); + expect(isOrgAdminSessionRole("")).toBe(false); + }); + }); + describe("rolesAllowedToViewWriteScopedPages", () => { it("includes Admin Viewer (both display and stored forms)", () => { // Admin Viewer follows the read-parity rule — they must be able to diff --git a/ui/litellm-dashboard/src/utils/roles.ts b/ui/litellm-dashboard/src/utils/roles.ts index 8d226313f78..36e7bf3beb1 100644 --- a/ui/litellm-dashboard/src/utils/roles.ts +++ b/ui/litellm-dashboard/src/utils/roles.ts @@ -1,4 +1,11 @@ -import { Member, Team } from "@/components/networking"; +import { Member, Organization, Team } from "@/components/networking"; + +const ORG_ADMIN_MEMBERSHIP_ROLE = "org_admin"; + +interface OrganizationMembership { + user_id?: string | null; + user_role?: string | null; +} // Define admin roles and permissions export const old_admin_roles = ["Admin", "Admin Viewer"]; @@ -39,6 +46,19 @@ export const isUserTeamAdminForSingleTeam = (teamMemberWithRoles: Member[] | nul return teamMemberWithRoles.some((member) => member.user_id === userID && member.role === "admin"); }; +export const isOrgAdminForAnyOrg = ( + organizations: Organization[] | null | undefined, + userID: string | null | undefined, +): boolean => { + if (organizations == null || !userID) { + return false; + } + return organizations.some((org) => { + const members: OrganizationMembership[] = org.members ?? []; + return members.some((member) => member.user_id === userID && member.user_role === ORG_ADMIN_MEMBERSHIP_ROLE); + }); +}; + export const formatUserRole = (userRole: string): string => { if (!userRole) { return "Undefined Role"; @@ -66,6 +86,9 @@ export const formatUserRole = (userRole: string): string => { } }; +export const isOrgAdminSessionRole = (userRole?: string | null): boolean => + userRole === ORG_ADMIN_MEMBERSHIP_ROLE || userRole === formatUserRole(ORG_ADMIN_MEMBERSHIP_ROLE); + const viewOnlyRawRoles = ["proxy_admin_viewer", "internal_user_viewer", "internal_viewer"]; export const effectiveSessionRole = (rawUserRole?: string): string => { From fd66d87e46f316e424c2a4676311ff197e933e4b Mon Sep 17 00:00:00 2001 From: tin-berri Date: Mon, 10 Aug 2026 16:28:40 -0700 Subject: [PATCH 178/234] fix(ui): open the classifier prompt editor above the edit auto-router form (#36438) The prompt editor is a base-ui Dialog at z-index 50. The create form houses it in the same base-ui Dialog, so it stacks on top, but the edit form was an antd Modal whose portal computes to z-index 1000, so the editor opened underneath it and was neither readable nor clickable. Move the edit form onto the Dialog the create form already uses, which puts the whole nesting chain in one overlay layer. A dialog opened from inside another dialog now reads as a drill-down rather than a stack: base-ui stamps data-nested-dialog-open on the parent while a child is open, so the parent steps aside instead of showing its own edges around a differently sized child. --- ui/litellm-dashboard/src/app/globals.css | 7 +++ .../edit_auto_router_modal.test.tsx | 27 +++++++++- .../edit_auto_router_modal.tsx | 54 ++++++++++--------- 3 files changed, 61 insertions(+), 27 deletions(-) diff --git a/ui/litellm-dashboard/src/app/globals.css b/ui/litellm-dashboard/src/app/globals.css index 4589d0f528a..97f61a610d9 100644 --- a/ui/litellm-dashboard/src/app/globals.css +++ b/ui/litellm-dashboard/src/app/globals.css @@ -235,3 +235,10 @@ .custom-border { border: 1px solid var(--neutral-border); } + +/* A dialog opened from inside another dialog reads as a drill-down, not a stack: base-ui stamps + this attribute on the parent while a child is open, so the parent steps aside instead of + showing its own edges around a differently sized child. */ +[data-slot="dialog-content"][data-nested-dialog-open] { + visibility: hidden; +} diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx index 9b36218e17a..29101b38e24 100644 --- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx +++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx @@ -6,12 +6,19 @@ import { fireEvent, renderWithProviders, screen, waitFor, within } from "@/../te import NotificationsManager from "@/components/molecules/notifications_manager"; import EditAutoRouterModal from "./edit_auto_router_modal"; -const { modelPatchUpdateCall, modelAvailableCall } = vi.hoisted(() => ({ +const { modelPatchUpdateCall, modelAvailableCall, getAutoRouterClassifierDefaultPromptCall } = vi.hoisted(() => ({ modelPatchUpdateCall: vi.fn().mockResolvedValue({}), modelAvailableCall: vi.fn().mockResolvedValue({ data: [] }), + getAutoRouterClassifierDefaultPromptCall: vi.fn().mockResolvedValue("Classify the request into exactly one tier."), })); -vi.mock("../networking", () => ({ modelPatchUpdateCall, modelAvailableCall })); +vi.mock("../networking", () => ({ + modelPatchUpdateCall, + modelAvailableCall, + getAutoRouterClassifierDefaultPromptCall, +})); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: () => ({ accessToken: "sk-test" }) })); vi.mock("@/components/llm_calls/fetch_models", () => ({ fetchAvailableModels: vi.fn().mockResolvedValue([{ model_group: "gpt-4o-mini" }]), @@ -243,6 +250,22 @@ describe("EditAutoRouterModal classifier context window", () => { expect(config.classifier_context_per_turn_chars).toBe(300); }); + // The prompt editor is a base-ui Dialog at z-index 50. Housing this form in an antd Modal put a + // z-index 1000 overlay between the operator and it, so the editor opened underneath and could + // not be read or typed into. jsdom does not paint, so the assertion is the invariant behind the + // stacking: both overlays come from the one Dialog primitive the create form already uses. + it("opens the classifier prompt editor in the same overlay layer as the form", async () => { + const user = userEvent.setup(); + const { baseElement } = renderLlmModal(); + + await user.click(await screen.findByText("Advanced: Classification Method")); + await user.click(await screen.findByRole("button", { name: /prompt/i })); + + expect(await screen.findByLabelText("Classifier system prompt")).toBeInTheDocument(); + expect(baseElement.querySelectorAll('[data-slot="dialog-content"]')).toHaveLength(2); + expect(baseElement.querySelector(".ant-modal")).toBeNull(); + }); + it("persists an edited classifier context window size", async () => { const user = userEvent.setup(); renderLlmModal(); diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx index cf1a5727948..aba0ee9f58a 100644 --- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx +++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx @@ -1,6 +1,6 @@ import React, { useEffect, useState } from "react"; -import { Modal, Form, Button, Select as AntdSelect, Tooltip } from "antd"; -import { Text, TextInput } from "@tremor/react"; +import { Form, Button, Select as AntdSelect, Tooltip } from "antd"; +import { TextInput } from "@tremor/react"; import { modelAvailableCall, modelPatchUpdateCall } from "../networking"; import { fetchAvailableModels, ModelGroup } from "@/components/llm_calls/fetch_models"; import RouterConfigBuilder from "../add_model/RouterConfigBuilder"; @@ -24,6 +24,14 @@ import ComplexityRouterConfig, { DEFAULT_TIER_DISTANCE_PENALTY, } from "../add_model/ComplexityRouterConfig"; import NotificationsManager from "../molecules/notifications_manager"; +import { + Dialog, + DialogContent, + DialogDescription, + DialogFooter, + DialogHeader, + DialogTitle, +} from "@/components/ui/dialog"; interface EditAutoRouterModalProps { isVisible: boolean; @@ -432,27 +440,14 @@ const EditAutoRouterModal: React.FC = ({ })); return ( - - Cancel - , - - - , - ]} - width={1000} - destroyOnHidden - > -
- - Edit the auto router configuration including routing logic, default models, and access settings. - + !open && onCancel()}> + + + Edit Auto Router Configuration + + Edit the auto router configuration including routing logic, default models, and access settings. + +
{/* Auto Router Name */} @@ -552,8 +547,17 @@ const EditAutoRouterModal: React.FC = ({ )} -
- + + + + + + + + + ); }; From 41eed477f34b9300b60d48c32218cdd56760425f Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Mon, 10 Aug 2026 16:29:01 -0700 Subject: [PATCH 179/234] test(ui): name the org-admin session role instead of commenting it --- ui/litellm-dashboard/src/utils/capabilities.test.ts | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/ui/litellm-dashboard/src/utils/capabilities.test.ts b/ui/litellm-dashboard/src/utils/capabilities.test.ts index 3f6fb2ecedb..5a248c09200 100644 --- a/ui/litellm-dashboard/src/utils/capabilities.test.ts +++ b/ui/litellm-dashboard/src/utils/capabilities.test.ts @@ -37,8 +37,8 @@ describe("hasCapability", () => { }); }); -// An org admin is a membership, not a session role, so their JWT reads "Internal User". -// Each row was measured on a live proxy with a membership-granted org admin's key. +const SESSION_ROLE_AN_ORG_ADMIN_ACTUALLY_CARRIES = "Internal User"; + const ORG_ADMIN_BACKEND_ACCESS: ReadonlyArray = [ ["viewDeletedTeams", "GET /v2/team/list?status=deleted -> 200 (scoped to their orgs)", true], ["viewToolPolicies", "GET /v1/tool/list -> 401", false], @@ -49,7 +49,7 @@ const ORG_ADMIN_BACKEND_ACCESS: ReadonlyArray { it.each(ORG_ADMIN_BACKEND_ACCESS)("%s matches the backend: %s", (capability, _endpoint, isEntitled) => { - expect(hasCapability("Internal User", capability, true)).toBe(isEntitled); + expect(hasCapability(SESSION_ROLE_AN_ORG_ADMIN_ACTUALLY_CARRIES, capability, true)).toBe(isEntitled); }); it.each(NON_ADMIN_ROLES)("grants viewDeletedTeams to an org admin whose session role is %s", (role) => { @@ -57,13 +57,13 @@ describe("hasCapability for organization admins", () => { }); it.each(ADMIN_ONLY_CAPABILITIES)("leaves %s denied when the caller is not an org admin", (capability) => { - expect(hasCapability("Internal User", capability, false)).toBe(false); - expect(hasCapability("Internal User", capability)).toBe(false); + expect(hasCapability(SESSION_ROLE_AN_ORG_ADMIN_ACTUALLY_CARRIES, capability, false)).toBe(false); + expect(hasCapability(SESSION_ROLE_AN_ORG_ADMIN_ACTUALLY_CARRIES, capability)).toBe(false); }); it("keeps the org-admin allowance opt-in per capability", () => { const orgAdminCapabilities = ADMIN_ONLY_CAPABILITIES.filter((capability) => - hasCapability("Internal User", capability, true), + hasCapability(SESSION_ROLE_AN_ORG_ADMIN_ACTUALLY_CARRIES, capability, true), ); expect(orgAdminCapabilities).toEqual(["viewDeletedTeams"]); }); From 5c1623888ec5e0fb37fffc771f1e5e381082e705 Mon Sep 17 00:00:00 2001 From: yucheng-berri Date: Mon, 10 Aug 2026 16:37:12 -0700 Subject: [PATCH 180/234] fix(arize): trace MCP tool calls instead of crashing on CallToolResult (#36453) * fix(arize): stop MCP CallToolResult from aborting span attribute setting `call_mcp_tool` logs the MCP SDK's `CallToolResult`, a Pydantic model with no `.get`. `_coerce_response_obj_for_attrs` left it untouched and `_set_request_attributes` then raised AttributeError, which aborted the rest of the attribute block, so MCP tool spans lost their invocation params, input messages, and outputs. Dump Pydantic models that lack `.get` to a dict, and guard the response id/model reads the same way `_set_response_attributes` already does so any other uncoercible response object degrades instead of crashing. * feat(arize): render MCP tool calls as OpenInference TOOL spans `call_mcp_tool` spans carry neither `messages` nor `choices`, so every generic extraction path left Input and Output blank and the span showed only provider/model metadata. Emit `tool.name` from `metadata.mcp_tool_call_metadata`, `input.value` from the tool arguments, and `output.value` from the `CallToolResult` content (text parts when present, JSON otherwise). Arguments and results are user content, so the input/output emit is gated on the same `should_redact_message_logging` check the passthrough normalizer uses. Reuse `_to_plain_dict` for the Pydantic coercion instead of the local BaseModel branch added in the previous commit. * fix(arize): annotate the new MCP helper parameters The strict-rule gate flagged three new ANN001 violations. Type the payload as StandardLoggingPayload | None and the coerced response as object, which the isinstance guards already narrow. * fix(arize): annotate the MCP helper against the type-discipline gate LIT001 bans mutable collections in annotations, so the kwargs parameter becomes Mapping[str, object]. should_redact_message_logging still declares a dict it only ever reads, and widening it would cascade into core_helpers, so the call carries a scoped ignore instead. Narrow the payload by None rather than isinstance now that it is typed, and annotate the values read out of the untyped logging payload. * fix(arize): record empty MCP arguments and results instead of dropping them Zero-argument tools record arguments={} and successful calls can return content=[]; both were skipped by truthiness, leaving the generic placeholder on Input and nothing on Output. Read structuredContent when content yields no text, and cover the list_mcp_tools response shape. * fix(arize): keep media parts in mixed MCP results A result mixing text and media returned the text alone, so Arize showed text/plain and dropped the image or resource parts. --------- Co-authored-by: Sean Lee --- litellm/integrations/arize/_utils.py | 79 ++++- .../integrations/arize/test_arize_utils.py | 323 ++++++++++++++++++ 2 files changed, 399 insertions(+), 3 deletions(-) diff --git a/litellm/integrations/arize/_utils.py b/litellm/integrations/arize/_utils.py index 8c494794858..e7e1ab538d5 100644 --- a/litellm/integrations/arize/_utils.py +++ b/litellm/integrations/arize/_utils.py @@ -1,4 +1,5 @@ import json +from collections.abc import Mapping from typing import TYPE_CHECKING, Any, Final from typing_extensions import override @@ -12,7 +13,7 @@ from litellm.litellm_core_utils.redact_messages import ( should_redact_message_logging, ) from litellm.litellm_core_utils.safe_json_dumps import safe_dumps -from litellm.types.utils import StandardLoggingPayload +from litellm.types.utils import CallTypes, StandardLoggingMCPToolCall, StandardLoggingPayload if TYPE_CHECKING: from opentelemetry.trace import Span @@ -22,6 +23,7 @@ from litellm.integrations._types.open_inference import ( ImageAttributes, MessageAttributes, MessageContentAttributes, + OpenInferenceMimeTypeValues, OpenInferenceSpanKindValues, SpanAttributes, ToolCallAttributes, @@ -480,6 +482,7 @@ def set_attributes(span: "Span", kwargs, response_obj, attributes: type[BaseLLMO response_obj_for_attrs, slp, ) + _safe_emit("mcp tool attrs", _maybe_set_mcp_tool_attrs, span, kwargs, slp, response_obj_for_attrs) def _sanitize_optional_params(optional_params: dict | None) -> dict: @@ -538,9 +541,12 @@ def _set_request_attributes( if optional_params.get("user"): safe_set_attribute(span, "llm.user", optional_params.get("user")) - if response_obj and response_obj.get("id"): + if not hasattr(response_obj, "get"): + return + + if response_obj.get("id"): safe_set_attribute(span, "llm.response.id", response_obj.get("id")) - if response_obj and response_obj.get("model"): + if response_obj.get("model"): safe_set_attribute(span, "llm.response.model", response_obj.get("model")) @@ -588,6 +594,8 @@ def _coerce_response_obj_for_attrs(response_obj): - dicts and Pydantic models that already expose `.get` are returned unchanged (preserves all current behavior, including the Responses API flow which relies on Pydantic attribute access). + - Pydantic models without `.get` (e.g. the MCP SDK's `CallToolResult`, + logged for `call_mcp_tool` spans) are dumped to a dict. - `httpx.Response` and other text-only responses (passthrough routes) are JSON-decoded so the standard extraction paths can read fields like `id`, `model`, and `usage`. On failure the original object is returned @@ -595,6 +603,9 @@ def _coerce_response_obj_for_attrs(response_obj): """ if response_obj is None or hasattr(response_obj, "get"): return response_obj + dumped: Final = _to_plain_dict(response_obj) + if isinstance(dumped, dict): + return dumped text: Final = getattr(response_obj, "text", None) if isinstance(text, str) and text: try: @@ -1058,3 +1069,65 @@ def _parse_passthrough_response(raw_response_obj, coerced_response_obj, kwargs): except Exception: return None return None + + +def _maybe_set_mcp_tool_attrs( + span: "Span", + kwargs: Mapping[str, object], + standard_logging_payload: StandardLoggingPayload | None, + coerced_response_obj: object, +) -> None: + """Render `call_mcp_tool` spans as OpenInference TOOL spans. + + MCP tool calls carry neither `messages` nor `choices`, so the generic + extraction paths leave Input/Output blank. The tool name and arguments live + in `metadata.mcp_tool_call_metadata`; the result is an MCP `CallToolResult` + whose `content` is a list of typed parts. + """ + if standard_logging_payload is None: + return + if standard_logging_payload.get("call_type") != CallTypes.call_mcp_tool.value: + return + + metadata: Final = standard_logging_payload.get("metadata") + mcp_meta: Final[StandardLoggingMCPToolCall | None] = metadata.get("mcp_tool_call_metadata") if metadata else None + if mcp_meta is None: + return + + tool_name: Final = mcp_meta.get("name") or mcp_meta.get("namespaced_tool_name") + if tool_name: + safe_set_attribute(span, SpanAttributes.TOOL_NAME, tool_name) + + if should_redact_message_logging(kwargs): # pyright: ignore[reportArgumentType] # reads, never mutates + return + + arguments: Final[object] = mcp_meta.get("arguments") + if arguments is not None: + safe_set_attribute(span, SpanAttributes.INPUT_VALUE, safe_dumps(arguments)) + safe_set_attribute(span, SpanAttributes.INPUT_MIME_TYPE, OpenInferenceMimeTypeValues.JSON.value) + + _set_mcp_tool_output(span, coerced_response_obj) + + +def _has_only_text_parts(content: object) -> bool: + return not isinstance(content, list) or all(_coerce_text([part]) is not None for part in content) + + +def _set_mcp_tool_output(span: "Span", coerced_response_obj: object) -> None: + if not isinstance(coerced_response_obj, Mapping): + return + + content: Final[object] = coerced_response_obj.get("content") + text: Final[str | None] = _coerce_text(content) + if text and _has_only_text_parts(content): + safe_set_attribute(span, SpanAttributes.OUTPUT_VALUE, text) + safe_set_attribute(span, SpanAttributes.OUTPUT_MIME_TYPE, OpenInferenceMimeTypeValues.TEXT.value) + return + + structured: Final[object] = coerced_response_obj.get("structuredContent") + payload: Final[object] = content if content else structured if structured is not None else content + if payload is None: + return + + safe_set_attribute(span, SpanAttributes.OUTPUT_VALUE, safe_dumps(payload)) + safe_set_attribute(span, SpanAttributes.OUTPUT_MIME_TYPE, OpenInferenceMimeTypeValues.JSON.value) diff --git a/tests/test_litellm/integrations/arize/test_arize_utils.py b/tests/test_litellm/integrations/arize/test_arize_utils.py index 83c3351319a..b02fe35cad0 100644 --- a/tests/test_litellm/integrations/arize/test_arize_utils.py +++ b/tests/test_litellm/integrations/arize/test_arize_utils.py @@ -1193,3 +1193,326 @@ def test_arize_coerce_response_obj_returns_original_on_bad_json(): obj = BadJson() assert _coerce_response_obj_for_attrs(obj) is obj + + +def test_arize_mcp_call_tool_result_does_not_break_attribute_setting(): + """`call_mcp_tool` logs the MCP SDK's `CallToolResult`, a Pydantic model + with no `.get`. It used to raise inside `_set_request_attributes`, aborting + the whole attribute block (input messages, invocation params, outputs).""" + from unittest.mock import MagicMock + + from mcp.types import CallToolResult, TextContent + + span = MagicMock() + kwargs = { + "model": "MCP: get_weather", + "standard_logging_object": { + "model_parameters": {"user": "u-1"}, + "metadata": {}, + "call_type": "call_mcp_tool", + }, + "optional_params": {}, + "litellm_params": {"custom_llm_provider": "mcp"}, + } + response_obj = CallToolResult( + content=[TextContent(type="text", text="sunny, 21C")], isError=False + ) + + ArizeLogger.set_arize_attributes(span, kwargs, response_obj) + + span.record_exception.assert_not_called() + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.OPENINFERENCE_SPAN_KIND] == "TOOL" + assert written["llm.request.type"] == "call_mcp_tool" + # Emitted after the old crash point, so absent before the fix. + assert written[SpanAttributes.LLM_INVOCATION_PARAMETERS] == '{"user": "u-1"}' + assert written[SpanAttributes.USER_ID] == "u-1" + + +def test_arize_coerce_response_obj_dumps_pydantic_without_get(): + from mcp.types import CallToolResult, TextContent + + from litellm.integrations.arize._utils import _coerce_response_obj_for_attrs + + result = CallToolResult(content=[TextContent(type="text", text="hi")], isError=False) + coerced = _coerce_response_obj_for_attrs(result) + + assert isinstance(coerced, dict) + assert coerced["isError"] is False + assert coerced["content"][0]["text"] == "hi" + + +def test_arize_request_attributes_survive_uncoercible_response_obj(): + """A response object that is neither dict-like nor coercible (binary + passthrough body, SDK object) must not abort attribute setting.""" + from unittest.mock import MagicMock + + span = MagicMock() + kwargs = { + "model": "gpt-4o", + "standard_logging_object": { + "model_parameters": {}, + "metadata": {}, + "call_type": "completion", + }, + "optional_params": {}, + "litellm_params": {"custom_llm_provider": "openai"}, + } + + class Opaque: + pass + + ArizeLogger.set_arize_attributes(span, kwargs, Opaque()) + + span.record_exception.assert_not_called() + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written["llm.provider"] == "openai" + + +def _mcp_kwargs(mcp_tool_call_metadata=None, **overrides): + return { + "model": "MCP: get_weather", + "standard_logging_object": { + "model_parameters": {}, + "metadata": { + "mcp_tool_call_metadata": mcp_tool_call_metadata + or { + "name": "get_weather", + "arguments": {"city": "Seoul"}, + "namespaced_tool_name": "weather-mcp/get_weather", + } + }, + "call_type": "call_mcp_tool", + }, + "optional_params": {}, + "litellm_params": {"custom_llm_provider": "mcp"}, + **overrides, + } + + +def test_arize_mcp_tool_span_renders_name_input_and_output(): + """`call_mcp_tool` spans have no messages/choices, so Input and Output came + out blank. Render them from mcp_tool_call_metadata + CallToolResult.""" + from unittest.mock import MagicMock + + from mcp.types import CallToolResult, TextContent + + span = MagicMock() + response_obj = CallToolResult( + content=[TextContent(type="text", text="sunny, 21C")], isError=False + ) + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.TOOL_NAME] == "get_weather" + assert written[SpanAttributes.INPUT_VALUE] == '{"city": "Seoul"}' + assert written[SpanAttributes.INPUT_MIME_TYPE] == "application/json" + assert written[SpanAttributes.OUTPUT_VALUE] == "sunny, 21C" + assert written[SpanAttributes.OUTPUT_MIME_TYPE] == "text/plain" + + +def test_arize_mcp_tool_span_serializes_non_text_content(): + """Image/resource results have no text part, so fall back to JSON.""" + from unittest.mock import MagicMock + + from mcp.types import CallToolResult, ImageContent + + span = MagicMock() + response_obj = CallToolResult( + content=[ImageContent(type="image", data="Zm9v", mimeType="image/png")], + isError=False, + ) + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.OUTPUT_MIME_TYPE] == "application/json" + assert "image/png" in written[SpanAttributes.OUTPUT_VALUE] + + +def test_arize_mcp_tool_span_respects_message_redaction(): + """Tool arguments and results are user content. With redaction on, only the + tool name may reach the span.""" + from unittest.mock import MagicMock + + from mcp.types import CallToolResult, TextContent + + span = MagicMock() + response_obj = CallToolResult( + content=[TextContent(type="text", text="SSN 123-45-6789")], isError=False + ) + + ArizeLogger.set_arize_attributes( + span, + _mcp_kwargs(standard_callback_dynamic_params={"turn_off_message_logging": True}), + response_obj, + ) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.TOOL_NAME] == "get_weather" + assert SpanAttributes.INPUT_VALUE not in written + assert SpanAttributes.OUTPUT_VALUE not in written + + +def test_arize_non_mcp_span_gets_no_tool_name(): + """The MCP emitter must not fire on ordinary completions.""" + from unittest.mock import MagicMock + + from litellm.types.utils import Choices, ModelResponse + + span = MagicMock() + kwargs = { + "model": "gpt-4o", + "messages": [{"role": "user", "content": "hi"}], + "standard_logging_object": { + "model_parameters": {}, + "metadata": {"mcp_tool_call_metadata": {"name": "get_weather"}}, + "call_type": "completion", + }, + "optional_params": {}, + "litellm_params": {"custom_llm_provider": "openai"}, + } + response_obj = ModelResponse( + choices=[Choices(message={"role": "assistant", "content": "hello"})], + model="gpt-4o", + id="r-1", + ) + + ArizeLogger.set_arize_attributes(span, kwargs, response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert SpanAttributes.TOOL_NAME not in written + assert written[SpanAttributes.OUTPUT_VALUE] == "hello" + + +def test_arize_mcp_tool_span_renders_empty_arguments(): + from unittest.mock import MagicMock + + from mcp.types import CallToolResult, TextContent + + span = MagicMock() + kwargs = _mcp_kwargs(mcp_tool_call_metadata={"name": "ping", "arguments": {}}) + response_obj = CallToolResult(content=[TextContent(type="text", text="pong")], isError=False) + + ArizeLogger.set_arize_attributes(span, kwargs, response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.INPUT_VALUE] == "{}" + assert written[SpanAttributes.INPUT_MIME_TYPE] == "application/json" + + +def test_arize_mcp_tool_span_renders_empty_content(): + from unittest.mock import MagicMock + + from mcp.types import CallToolResult + + span = MagicMock() + response_obj = CallToolResult(content=[], isError=False) + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.OUTPUT_VALUE] == "[]" + assert written[SpanAttributes.OUTPUT_MIME_TYPE] == "application/json" + + +def test_arize_mcp_tool_span_falls_back_to_structured_content(): + from unittest.mock import MagicMock + + from mcp.types import CallToolResult + + span = MagicMock() + response_obj = CallToolResult(content=[], structuredContent={"temp_c": 21}, isError=False) + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.OUTPUT_VALUE] == '{"temp_c": 21}' + assert written[SpanAttributes.OUTPUT_MIME_TYPE] == "application/json" + + +def test_arize_list_mcp_tools_response_does_not_break_attribute_setting(): + from unittest.mock import MagicMock + + span = MagicMock() + kwargs = { + "model": "MCP: list_tools", + "messages": [{"role": "user", "content": "list"}], + "standard_logging_object": { + "model_parameters": {}, + "metadata": {}, + "call_type": "list_mcp_tools", + }, + "optional_params": {}, + "litellm_params": {"custom_llm_provider": "mcp"}, + } + + ArizeLogger.set_arize_attributes(span, kwargs, [{"name": "get_weather"}]) + + span.record_exception.assert_not_called() + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written["llm.input_messages.0.message.content"] == "list" + + +def test_arize_mcp_tool_span_serializes_mixed_text_and_media(): + from unittest.mock import MagicMock + + from mcp.types import CallToolResult, ImageContent, TextContent + + span = MagicMock() + response_obj = CallToolResult( + content=[ + TextContent(type="text", text="see image"), + ImageContent(type="image", data="Zm9v", mimeType="image/png"), + ], + isError=False, + ) + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), response_obj) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.OUTPUT_MIME_TYPE] == "application/json" + assert "see image" in written[SpanAttributes.OUTPUT_VALUE] + assert "image/png" in written[SpanAttributes.OUTPUT_VALUE] + + +def test_arize_mcp_tool_span_without_response_object_keeps_name_and_input(): + from unittest.mock import MagicMock + + span = MagicMock() + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), None) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.TOOL_NAME] == "get_weather" + assert written[SpanAttributes.INPUT_VALUE] == '{"city": "Seoul"}' + assert SpanAttributes.OUTPUT_VALUE not in written + + +def test_arize_mcp_tool_span_without_content_emits_no_output(): + from unittest.mock import MagicMock + + span = MagicMock() + + ArizeLogger.set_arize_attributes(span, _mcp_kwargs(), {"isError": False}) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert written[SpanAttributes.TOOL_NAME] == "get_weather" + assert SpanAttributes.OUTPUT_VALUE not in written + + +def test_arize_mcp_emitter_is_inert_without_a_standard_logging_object(): + from unittest.mock import MagicMock + + span = MagicMock() + kwargs = { + "model": "MCP: get_weather", + "optional_params": {}, + "litellm_params": {"custom_llm_provider": "mcp"}, + } + + ArizeLogger.set_arize_attributes(span, kwargs, None) + + written = {c.args[0]: c.args[1] for c in span.set_attribute.call_args_list} + assert SpanAttributes.TOOL_NAME not in written From 363d56f91788d0ea34cb02ae54c7081e06ec6607 Mon Sep 17 00:00:00 2001 From: Deepanshu Lulla Date: Mon, 10 Aug 2026 19:47:17 -0400 Subject: [PATCH 181/234] feat(proxy): add per-deployment keepalive_seconds SSE heartbeat to prevent load-balancer timeout on long streams (#34423) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * feat(proxy): add per-deployment keepalive_seconds SSE heartbeat for long-running streams Adds _iter_with_keepalive, _keepalive_from_deployment_config, and _resolve_keepalive_seconds helpers to proxy_server.py. When enabled (keepalive_seconds > 0 in request body or deployment litellm_params), async_data_generator emits ': ping\n\n' SSE comment frames every N seconds during idle upstream intervals, preventing load-balancer idle-timeout drops on long chain-of-thought reasoning streams. The hot path (keepalive_seconds absent or 0) is a plain async-for with no per-chunk Task wrapping — zero overhead. Includes 8 new unit tests covering sentinel emission, hot-path pass-through, early-close cleanup, priority resolution, deployment-config lookup, and end-to-end heartbeat emission through async_data_generator. Registers keepalive_seconds in all_litellm_params (types/utils.py) so the parameter is not stripped from request bodies. Adds the field to LiteLLMParamsTypedDict and GenericLiteLLMParams (types/router.py) so deployment YAML config is parsed and validated. Co-Authored-By: Claude Sonnet 4.6 * fix(proxy): narrow BaseException to CancelledError to fix BLE001 strict lint gate * fix: use explicit None check instead of truthiness in keepalive_seconds extraction `float(raw or 0)` would treat any falsy value (including the integer 0) as absent and substitute 0.0 before float() saw it. Replace with `float(raw) if raw is not None else 0.0` so a caller-supplied zero is correctly passed through to the `value <= 0` guard that disables keepalive, rather than being silently overwritten. * fix(proxy): don't guess a deployment's keepalive_seconds when model_id is missing When a streaming response lacks _hidden_params.model_id, the fallback that looks up keepalive_seconds by model_name previously returned the first configured deployment's value, which could apply the wrong interval (or override an explicit disable) when multiple deployments share the same model_name with different keepalive_seconds settings. Only resolve the fallback when every deployment agrees; otherwise leave it unset. * fix(proxy): also treat an unset keepalive_seconds as disagreement in the fallback The model_name fallback for keepalive_seconds only compared configured values, filtering out deployments that leave the field unset entirely. That meant a deployment with no keepalive_seconds configured could still inherit a sibling deployment's interval when model_id is unavailable. Compare the raw per-deployment value (including None for unset) so an unconfigured deployment never silently adopts another's heartbeat. * fix(proxy): deployment-level keepalive_seconds: 0 is a hard disable clients can't override Previously an authenticated client's request-level keepalive_seconds always took precedence over the deployment default, including when a deployment operator explicitly set keepalive_seconds: 0 to disable heartbeats. That let any client re-enable heartbeats for a deployment the operator opted out of, using them to keep an idle-looking stream alive past a load balancer's idle timeout and hold a parallel-request slot open longer than intended. Treat an explicit deployment-level 0 as authoritative: resolve the deployment's configured value first, and short-circuit to disabled before ever looking at the request body if the deployment hard-disabled it. * fix(proxy): a stale (unresolvable) model_id must not fall through to model_name guessing A populated _hidden_params.model_id names the specific deployment that served a stream. If that ID no longer resolves (e.g. a deployment removed by a config reload mid-stream), the resolver was falling through to the model_name-based fallback, letting a currently-live sibling deployment's keepalive_seconds silently apply to a stream it never served. Return None once a populated model_id fails to resolve, rather than degrading to a guess. * fix(proxy): keepalive_seconds is operator-only by default; require deployment opt-in for client override A security review flagged that a client's request-level keepalive_seconds could unilaterally enable heartbeats for any deployment, even one that never configured keepalive_seconds at all, letting an authenticated client defeat load-balancer idle timeouts and hold a parallel-request slot open for longer than the deployment operator ever intended, with no way for the operator to prevent it short of explicitly setting keepalive_seconds: 0. Add allow_client_keepalive_override (default False) to LiteLLMParamsTypedDict and GenericLiteLLMParams. _resolve_keepalive_seconds now ignores the request body's keepalive_seconds entirely unless the resolved deployment explicitly grants override permission; only the deployment's own configured value (or disabled, if unset) applies otherwise. An explicit deployment-level 0 still takes priority over everything, including a grant of override permission. * fix(proxy): register allow_client_keepalive_override in all_litellm_params Caught during live proxy verification against the real Anthropic API: allow_client_keepalive_override was added to LiteLLMParamsTypedDict and GenericLiteLLMParams but never registered in all_litellm_params, so it leaked straight through into the provider request body as an unrecognized field. Anthropic rejected every call on a deployment that had this field configured with a 400 ("Extra inputs are not permitted"), regardless of its value. Register it alongside keepalive_seconds so it's stripped before reaching the provider, matching what keepalive_seconds already does. * feat(proxy): support keepalive_seconds via x-litellm-keepalive-seconds header Some clients (e.g. the Vercel AI SDK) can set custom headers more easily than extra JSON body fields. Add x-litellm-keepalive-seconds, following the existing x-litellm-timeout/x-litellm-stream-timeout/x-litellm-num-retries convention in LiteLLMProxyRequestSetup: the header merges into the same data["keepalive_seconds"] field the request body already populates, so it goes through the exact same _resolve_keepalive_seconds precedence and the allow_client_keepalive_override gate -- a header can't enable heartbeats for a deployment that hasn't opted in any more than the body field can. Verified live against the real Anthropic API: the header produces real heartbeats on an opt-in deployment (88 pings over a genuine long-reasoning stall) and is silently ignored on a deployment without override permission (0 pings), matching the existing body-field behavior exactly. * chore: rebase onto litellm_internal_staging, drop unrelated credential_migration.py reformat, fix budget-ratchet drift Rebased onto the current litellm_internal_staging (merge-base was 5 days stale). Dropped the now-redundant schema.d.ts-only regen commit entirely (the new base's own schema.d.ts already supersedes it) and regenerated schema.d.ts fresh against the new base. Reverted litellm/proxy/management_endpoints/credential_migration.py to exactly match litellm_internal_staging: it was a pure reformat with no semantic change, unrelated to this PR, flagged by review as unnecessary noise in an encryption-migration file. Fixed two lint-budget-ratchet failures caused by the base's ceilings tightening since this branch last synced (other merged work lowered ANN401/LIT001 budgets; this code was previously under budget and didn't change): - _iter_with_keepalive's aiter param: Any -> AsyncIterator[Any], a real narrowing (it's always the result of .__aiter__()). - _keepalive_from_deployment_config/_resolve_keepalive_seconds's request_data param: dict[str, Any] -> Mapping[str, Any], matching the existing read-only-dict convention already used elsewhere in this file (_apply_ssrf_general_settings, _build_redis_usage_cache, etc.) for params that are only ever read, never mutated. - response/raw params: dropped the explicit `Any` annotation to match async_data_generator's own (deliberately unannotated) `response` param, its actual caller. - litellm_pre_call_utils.py's new headers param: dict -> Mapping[str, str], same read-only-dict rationale. * fix(proxy): freeze the transient collections in the keepalive helpers _iter_with_keepalive and _keepalive_from_deployment_config built a set literal for asyncio.wait, a set comprehension for the per-deployment config-agreement check, and two dict-literal fallbacks, all flagged by the LIT002 mutable-collection-construction gate. Switched to a tuple for asyncio.wait, a frozenset-wrapped generator plus next(iter(...)) for the config check, and a shared MappingProxyType({}) empty mapping for the fallbacks. * fix(proxy): trust metadata.model_info.id over the stale model group after a router fallback Greptile P1: when a streaming request falls back from model group A to group B and the response's _hidden_params carries no model_id, _keepalive_from_deployment_config fell straight through to guessing via request_data["model"], which still names the pre-fallback group A since the fallback handler mutates its own local **kwargs copy, not this dict. request_data[metadata|litellm_metadata]["model_info"]["id"], by contrast, is mutated on this same dict by Router._update_kwargs_with_deployment on every attempt including fallbacks (the same source ProxyLogging._build_litellm_call_info uses for logging), so check it before falling through to the model-name guess. Added two regression tests that fail on the prior code (assert get_model_list is never called once metadata.model_info.id resolves) and pass with the fix. * Revert "fix(proxy): trust metadata.model_info.id over the stale model group after a router fallback" This reverts commit d7790678645695b20f25880315238b49c31a9143. * fix(proxy): satisfy the new LIT010/ANN001 gates in the keepalive helpers litellm_internal_staging picked up a LIT010 (every local/module variable must be declared Final unless it's genuinely rebound) and tightened ANN001 (missing parameter annotations) since this branch last synced. Annotated every single-assignment local and module constant with Final, suppressed pending's loop-carried reassignment with # rebind-ok, and typed the previously-bare response/raw parameters as object with isinstance narrowing at their use sites instead of cast (LIT006 discourages cast; validate into a concrete type instead). Also swapped the hand-rolled getattr(response, "_hidden_params", None) + isinstance(hidden, dict) check for the existing get_hidden_params_dict() helper already used for this exact purpose elsewhere in this file and in common_request_processing.py. * fix(proxy): re-resolve keepalive_seconds per chunk to track mid-stream fallback Greptile P1: the router can perform a mid-stream fallback to a different deployment partway through a stream (MidStreamFallbackError in router.py), and Router._apply_fallback_hidden_params_to_item merges the fallback deployment's hidden params onto every subsequent chunk. But _resolve_keepalive_seconds was only ever called once, before iteration started, against the pre-fallback response wrapper, so a stream that fell back to a deployment with a different (or disabled) keepalive policy kept using the original deployment's interval for the rest of the stream. _iter_with_keepalive now takes a resolve_keepalive_seconds(item) callback and re-resolves after every real chunk using that chunk's own _hidden_params (which do carry the fallback deployment's identity), rather than trusting the value picked before iteration began. Updated the three existing timing tests to inject a constant-returning resolver, since they pin the sentinel/cancellation mechanics rather than re-resolution, and added two regression tests (interval lowered and raised mid-stream) that fail against the prior static-resolve signature and pass with the fix. * fix(proxy): keep re-resolving keepalive even when a stream starts disabled Greptile P1: a stream that starts on a deployment with keepalive off (or unset) skipped _iter_with_keepalive entirely at the call site, so a mid-stream fallback to a deployment that enables it never got a chance to activate heartbeats for the rest of that stream, risking the exact load-balancer idle-timeout this feature exists to prevent. _iter_with_keepalive now has an internal fast path for keepalive_seconds <= 0 that still re-resolves after every chunk (no asyncio.create_task/wait overhead while inactive, same cost as a bare async for), so activation from a disabled start works the same way deactivation and interval changes already do. The caller now only skips wrapping entirely when there's no router to ever fall back through in the first place (llm_router is None), rather than whenever the first chunk's deployment happens to start with keepalive off. Added a regression test that starts keepalive_seconds=0, has the resolver enable a short interval on a later chunk, and asserts sentinels appear afterward; it fails against the prior call-site-gated code and passes with the fix. * perf(proxy): memoize keepalive resolution per chunk's model_id _resolve_keepalive_seconds ran a full llm_router.get_deployment() Pydantic rebuild after every streamed chunk, even when keepalive was unconfigured anywhere in the deployment list, since async_data_generator wraps every stream once a router exists. Caching the result by model_id keeps mid-stream fallback re-resolution correct while paying the router lookup once per deployment instead of once per token. * fix(proxy): expire cached keepalive resolution after a bounded TTL veria-ai flagged that caching by model_id alone lets an already-in-flight stream keep evading a live config reload (deployment removed, keepalive disabled, or client override revoked) for the rest of the stream. Expiring the memo after _KEEPALIVE_CACHE_TTL_SECONDS bounds that window instead of freezing the resolved value for the stream's full lifetime, while still avoiding a full deployment rebuild on every chunk in the steady state. Also fixes add_litellm_data_for_backend_llm_call's now-required request_data kwarg in the header-merge test, picked up by rebasing onto litellm_internal_staging. --------- Co-authored-by: Deepanshu Co-authored-by: Claude Sonnet 4.6 --- litellm/proxy/_types.py | 1 + litellm/proxy/litellm_pre_call_utils.py | 17 + litellm/proxy/proxy_server.py | 220 +++++- litellm/types/router.py | 8 + litellm/types/utils.py | 2 + .../proxy_server/test_streaming_helpers.py | 707 +++++++++++++++++- .../proxy/test_litellm_pre_call_utils.py | 49 ++ ui/litellm-dashboard/src/lib/http/schema.d.ts | 14 + 8 files changed, 1004 insertions(+), 14 deletions(-) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index c8ca9dcf57e..dc4f17c7b31 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -4031,6 +4031,7 @@ class LitellmDataForBackendLLMCall(TypedDict, total=False): # deliberately tiny value isn't treated as a deployment health signal (see # cooldown_handlers._trigger_cooldown_for_failed_deployment). client_side_timeout: bool + keepalive_seconds: float | None class LitellmMetadataFromRequestHeaders(TypedDict, total=False): diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py index 66bfc8b81d8..10142a894a1 100644 --- a/litellm/proxy/litellm_pre_call_utils.py +++ b/litellm/proxy/litellm_pre_call_utils.py @@ -882,6 +882,19 @@ class LiteLLMProxyRequestSetup: return float(stream_timeout_header) return None + @staticmethod + def _get_keepalive_seconds_from_request(headers: Mapping[str, str]) -> float | None: + """ + Get `keepalive_seconds` from the request headers, for clients (e.g. the + Vercel AI SDK) that can set custom headers more easily than extra body + fields. Subject to the same deployment-level allow_client_keepalive_override + gate as the request body field: see _resolve_keepalive_seconds. + """ + keepalive_seconds_header: Final = headers.get("x-litellm-keepalive-seconds", None) + if keepalive_seconds_header is not None: + return float(keepalive_seconds_header) + return None + @staticmethod def _get_num_retries_from_request(headers: dict) -> int | None: """ @@ -1114,6 +1127,10 @@ class LiteLLMProxyRequestSetup: if num_retries is not None: data["num_retries"] = num_retries + keepalive_seconds: Final = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request(headers) + if keepalive_seconds is not None: + data["keepalive_seconds"] = keepalive_seconds + return data @staticmethod diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index bc980934f9f..baa1579d2c0 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -15,7 +15,7 @@ import threading import time import traceback import warnings -from collections.abc import AsyncGenerator, Callable, Mapping +from collections.abc import AsyncGenerator, AsyncIterator, Callable, Mapping from datetime import datetime, timedelta, timezone from types import MappingProxyType, UnionType from typing import ( @@ -23,6 +23,7 @@ from typing import ( Any, Final, Literal, + NamedTuple, Optional, TypedDict, Union, @@ -7643,6 +7644,200 @@ def _pop_complete_sse_frame(buffer: str) -> tuple[str | None, str]: return buffer[:frame_end], buffer[frame_end:] +_STREAM_KEEPALIVE: Final = object() + +_KEEPALIVE_MIN_SECONDS: Final = 1.0 +_KEEPALIVE_MAX_SECONDS: Final = 300.0 +_EMPTY_MAPPING: Final[Mapping[str, Any]] = MappingProxyType({}) + + +async def _iter_with_keepalive( + aiter: AsyncIterator[Any], + resolve_keepalive_seconds: Callable[[object], float], + keepalive_seconds: float, +) -> AsyncGenerator[Any, None]: + """Wrap `aiter` with idle-gap heartbeats, re-resolving the interval after each + real chunk via `resolve_keepalive_seconds`. A mid-stream router fallback can + swap in a deployment with a different keepalive policy, including one that + newly enables or newly disables heartbeats, partway through the same stream; + re-resolving against each chunk's own identity (rather than trusting the + interval picked before iteration started, or picked the last time it went + inactive) keeps the heartbeat behavior in sync with whichever deployment + actually produced it, in both directions. While the interval is <= 0, no + task is created and no timeout is awaited: a chunk is forwarded the moment + it arrives, at the same cost as a bare `async for`.""" + pending: asyncio.Task[Any] | None = None # rebind-ok: rebound each loop iteration + current_keepalive_seconds = keepalive_seconds # rebind-ok: re-resolved after each chunk + try: + while True: + if current_keepalive_seconds <= 0: + try: + item = await aiter.__anext__() + except StopAsyncIteration: + break + yield item + current_keepalive_seconds = resolve_keepalive_seconds(item) + continue + + if pending is None: + pending = asyncio.create_task(aiter.__anext__()) + done, _ = await asyncio.wait((pending,), timeout=current_keepalive_seconds) + if not done: + yield _STREAM_KEEPALIVE + continue + try: + item = pending.result() + except StopAsyncIteration: + break + finally: + pending = None + yield item + current_keepalive_seconds = resolve_keepalive_seconds(item) + finally: + if pending is not None and not pending.done(): + pending.cancel() + try: + await pending + except asyncio.CancelledError: + pass + + +class _DeploymentKeepaliveConfig(NamedTuple): + keepalive_seconds: Any + allow_client_override: bool + + +def _keepalive_from_deployment_config( + request_data: Mapping[str, Any], response: object +) -> _DeploymentKeepaliveConfig | None: + if llm_router is None: + return None + + hidden: Final = get_hidden_params_dict(response) + model_id: Final = hidden.get("model_id") + if isinstance(model_id, str) and model_id: + deployment: Final = llm_router.get_deployment(model_id=model_id) + # A populated model_id names the specific deployment that served this + # stream. If it no longer resolves (e.g. removed by a config reload + # mid-stream), that's a stale identity, not an absent one: don't fall + # through to guessing via model_name below, since a currently-live + # sibling deployment's config was never what actually served this + # stream. + if deployment is None: + return None + return _DeploymentKeepaliveConfig( + keepalive_seconds=getattr(deployment.litellm_params, "keepalive_seconds", None), + allow_client_override=bool(getattr(deployment.litellm_params, "allow_client_keepalive_override", False)), + ) + + # No model_id at all to pin down which deployment actually served this + # stream: only trust the fallback when every deployment under this + # model_name agrees on both keepalive_seconds and + # allow_client_keepalive_override (including deployments that leave either + # field unset), so a stream never inherits a sibling deployment's policy. + configs: Final = frozenset( + ( + (deployment_dict.get("litellm_params") or _EMPTY_MAPPING).get("keepalive_seconds"), + bool( + (deployment_dict.get("litellm_params") or _EMPTY_MAPPING).get("allow_client_keepalive_override", False) + ), + ) + for deployment_dict in llm_router.get_model_list(model_name=request_data.get("model")) or () + ) + if len(configs) == 1: + keepalive_seconds, allow_client_override = next(iter(configs)) + return _DeploymentKeepaliveConfig( + keepalive_seconds=keepalive_seconds, allow_client_override=allow_client_override + ) + return None + + +def _is_explicit_keepalive_disable(raw: object) -> bool: + if not isinstance(raw, (int, float, str)): + return False + try: + return float(raw) <= 0 + except ValueError: + return False + + +def _resolve_keepalive_seconds(request_data: Mapping[str, Any], response: object = None) -> float: + deployment_config: Final = _keepalive_from_deployment_config(request_data, response) + deployment_raw: Final = deployment_config.keepalive_seconds if deployment_config is not None else None + allow_client_override: Final = deployment_config.allow_client_override if deployment_config is not None else False + + # An operator setting keepalive_seconds: 0 on a deployment is an explicit hard + # disable: an authenticated client must not be able to re-enable heartbeats + # (and the idle-timeout evasion that comes with them) for a deployment the + # operator opted out of, regardless of what the request body asks for. + if _is_explicit_keepalive_disable(deployment_raw): + return 0.0 + + # keepalive_seconds is operator-only unless the deployment explicitly opts in: + # a client can't unilaterally enable heartbeats (and the LB-idle-timeout + # evasion that comes with them) for a deployment that never configured this. + client_supplied: Final = request_data.get("keepalive_seconds") if allow_client_override else None + raw: Final = client_supplied if client_supplied is not None else deployment_raw + try: + value: Final = float(raw) if isinstance(raw, (int, float, str)) else 0.0 + except ValueError: + return 0.0 + if value <= 0: + return 0.0 + clamped: Final = max(_KEEPALIVE_MIN_SECONDS, min(value, _KEEPALIVE_MAX_SECONDS)) + if clamped != value: + verbose_proxy_logger.info( + "keepalive_seconds=%s clamped to %s [min=%s, max=%s]", + value, + clamped, + _KEEPALIVE_MIN_SECONDS, + _KEEPALIVE_MAX_SECONDS, + ) + return clamped + + +_KEEPALIVE_CACHE_TTL_SECONDS: Final = 5.0 + + +def _make_keepalive_resolver(request_data: Mapping[str, Any]) -> Callable[[object], float]: + """Wrap `_resolve_keepalive_seconds` with a memo keyed on the serving + deployment's model_id. The steady-state case (no mid-stream fallback, the + overwhelming majority of streams) sees the same model_id on every chunk, so + this turns the per-chunk cost from a full `llm_router.get_deployment()` + Pydantic rebuild into a cheap hidden-params read once per + `_KEEPALIVE_CACHE_TTL_SECONDS` for that model_id. The cache expires on its + own rather than living for the life of the stream, so an operator's live + config change (disabling keepalive, revoking client override, or removing + the deployment) is observed within a bounded window instead of being able + to be evaded by an already-in-flight stream indefinitely. A missing/empty + model_id can't be trusted as a cache key (see + `_keepalive_from_deployment_config`'s model_name fallback, which reflects + current router state rather than one deployment's fixed identity), so + those chunks always resolve fresh, matching prior behavior exactly. + """ + last_model_id: str | None = None # rebind-ok: memoized identity of the last-resolved chunk + last_value: float = 0.0 # rebind-ok: cached resolution for last_model_id + last_resolved_at: float = float("-inf") # rebind-ok: monotonic timestamp of the last real resolution + + def _resolve(item: object) -> float: + nonlocal last_model_id, last_value, last_resolved_at + model_id = get_hidden_params_dict(item).get("model_id") + now: Final = time.monotonic() + if ( + isinstance(model_id, str) + and model_id + and model_id == last_model_id + and now - last_resolved_at < _KEEPALIVE_CACHE_TTL_SECONDS + ): + return last_value + value: Final = _resolve_keepalive_seconds(request_data, item) + if isinstance(model_id, str) and model_id: + last_model_id, last_value, last_resolved_at = model_id, value, now + return value + + return _resolve + + async def async_data_generator( response, user_api_key_dict: UserAPIKeyAuth, @@ -7691,7 +7886,28 @@ async def async_data_generator( else: stream_iterator = response - async for chunk in stream_iterator: + # A stream can start on a deployment with keepalive off and fall back + # mid-stream to one that enables it: only skip wrapping altogether when + # there's no router to ever fall back through in the first place (in + # which case _resolve_keepalive_seconds can never return non-zero for + # any chunk of this stream), not merely because the first chunk's + # deployment happens to start with it off. + resolve_keepalive_seconds: Final = _make_keepalive_resolver(request_data) + stream_source: Final = ( + _iter_with_keepalive( + stream_iterator.__aiter__(), + resolve_keepalive_seconds, + resolve_keepalive_seconds(response), + ) + if llm_router is not None + else stream_iterator + ) + + async for item in stream_source: + if item is _STREAM_KEEPALIVE: + yield ": ping\n\n" + continue + chunk = cast(Any, item) # cast-ok: sentinel already handled above, item is a real chunk here if needs_per_chunk_hook: ### CALL HOOKS ### - modify outgoing data chunk, _str_so_far = await _apply_streaming_chunk_hooks( diff --git a/litellm/types/router.py b/litellm/types/router.py index b03796fb14f..4f8c133c20b 100644 --- a/litellm/types/router.py +++ b/litellm/types/router.py @@ -281,6 +281,12 @@ class GenericLiteLLMParams(CredentialLiteLLMParams, CustomPricingLiteLLMParams): # Deployment budgets max_budget: float | None = None budget_duration: str | None = None + keepalive_seconds: float | None = None + # keepalive_seconds is operator-only by default: a client's request-level + # value is ignored unless the deployment opts in here. Prevents a client + # from unilaterally enabling heartbeats (and the LB-idle-timeout evasion + # that comes with them) for a deployment that never configured them. + allow_client_keepalive_override: bool | None = False use_in_pass_through: bool | None = False use_litellm_proxy: bool | None = False use_chat_completions_api: bool | None = None @@ -457,6 +463,8 @@ class LiteLLMParamsTypedDict(TypedDict, total=False): # deployment budgets max_budget: float | None budget_duration: str | None + keepalive_seconds: float | None + allow_client_keepalive_override: bool | None # per-deployment cooldown override cooldown_time: float | None diff --git a/litellm/types/utils.py b/litellm/types/utils.py index abf9382845b..8c7664257df 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -3399,6 +3399,8 @@ all_litellm_params = ( + [ "metadata", "litellm_metadata", + "keepalive_seconds", + "allow_client_keepalive_override", "litellm_trace_id", "litellm_request_debug", "guardrails", diff --git a/tests/test_litellm/proxy/proxy_server/test_streaming_helpers.py b/tests/test_litellm/proxy/proxy_server/test_streaming_helpers.py index f7e2d276a2e..15758c595c0 100644 --- a/tests/test_litellm/proxy/proxy_server/test_streaming_helpers.py +++ b/tests/test_litellm/proxy/proxy_server/test_streaming_helpers.py @@ -196,9 +196,7 @@ async def test_async_assistants_data_generator_hook_failure_yields_error_chunk( async def _noop_failure(*args, **kwargs): return None - monkeypatch.setattr( - ps.proxy_logging_obj, "async_post_call_streaming_hook", _boom_hook - ) + monkeypatch.setattr(ps.proxy_logging_obj, "async_post_call_streaming_hook", _boom_hook) monkeypatch.setattr(ps.proxy_logging_obj, "post_call_failure_hook", _noop_failure) stream = _FakeAssistantsStream([_simple_chunk()]) @@ -385,9 +383,7 @@ def test_get_streaming_fallback_metadata_no_additional_headers(): def test_get_streaming_fallback_metadata_zero_fallback_count(): stream = _FakeStream( [], - hidden_params={ - "additional_headers": {"x-litellm-attempted-fallbacks": 0} - }, + hidden_params={"additional_headers": {"x-litellm-attempted-fallbacks": 0}}, ) assert _get_streaming_fallback_metadata(stream) == (False, None, []) @@ -558,9 +554,7 @@ async def test_apply_streaming_chunk_hooks_appends_to_str_so_far(monkeypatch): async def _passthrough(*, user_api_key_dict, response, data, str_so_far=None): return response - monkeypatch.setattr( - ps.proxy_logging_obj, "async_post_call_streaming_hook", _passthrough - ) + monkeypatch.setattr(ps.proxy_logging_obj, "async_post_call_streaming_hook", _passthrough) new_chunk, new_str = await _apply_streaming_chunk_hooks( chunk=chunk, @@ -870,9 +864,7 @@ async def test_async_data_generator_mid_stream_exception_yields_error_payload( out.append(line) # First entry is the successful "partial" chunk (bytes), last is the error. - assert any( - isinstance(item, str) and item.startswith('data: {"error":') for item in out - ) + assert any(isinstance(item, str) and item.startswith('data: {"error":') for item in out) # --------------------------------------------------------------------------- @@ -914,3 +906,694 @@ def test_select_data_generator_missing_required_kwarg_raises_type_error(): streaming starts.""" with pytest.raises(TypeError): select_data_generator(response=_async_iter([]), user_api_key_dict=_user_auth()) # type: ignore[call-arg] + + +# --------------------------------------------------------------------------- +# SSE keepalive helpers +# --------------------------------------------------------------------------- + + +from litellm.proxy.proxy_server import ( # noqa: E402 + _iter_with_keepalive, + _keepalive_from_deployment_config, + _make_keepalive_resolver, + _resolve_keepalive_seconds, +) +from litellm.proxy.proxy_server import _KEEPALIVE_MAX_SECONDS, _KEEPALIVE_MIN_SECONDS # noqa: E402 + + +@pytest.mark.asyncio +async def test_iter_with_keepalive_hot_path_no_task_wrapping(): + """When keepalive_seconds <= 0, the generator is a transparent pass-through.""" + chunks = [_simple_chunk(content="a"), _simple_chunk(content="b")] + out = [] + async for item in _iter_with_keepalive(_async_iter(chunks), lambda _: 0, keepalive_seconds=0): + out.append(item) + + assert out == chunks + assert ps._STREAM_KEEPALIVE not in out + + +@pytest.mark.asyncio +async def test_iter_with_keepalive_emits_sentinel_when_stream_stalls(): + """With a short keepalive interval and a stalled upstream, _STREAM_KEEPALIVE + sentinels appear before the delayed chunk arrives. The resolver returns a + constant interval, since this test pins the timing mechanics, not + re-resolution.""" + import asyncio + + async def _slow_stream(): + yield _simple_chunk(content="first") + await asyncio.sleep(0.3) + yield _simple_chunk(content="second") + + items = [] + async for item in _iter_with_keepalive(_slow_stream(), lambda _: 0.05, keepalive_seconds=0.05): + items.append(item) + + sentinels = [i for i in items if i is ps._STREAM_KEEPALIVE] + real_chunks = [i for i in items if i is not ps._STREAM_KEEPALIVE] + + assert len(sentinels) >= 2, f"expected >= 2 sentinels during 0.3s stall; got {len(sentinels)}" + assert len(real_chunks) == 2 + assert real_chunks[0].choices[0].delta.content == "first" + assert real_chunks[1].choices[0].delta.content == "second" + + +@pytest.mark.asyncio +async def test_iter_with_keepalive_cancel_on_early_close(): + """Closing the generator early cancels the in-flight task without raising.""" + import asyncio + + async def _infinite_stream(): + while True: + await asyncio.sleep(10) + yield _simple_chunk() + + gen = _iter_with_keepalive(_infinite_stream(), lambda _: 0.05, keepalive_seconds=0.05) + # Advance once to get the sentinel; then close before the real chunk. + first = await gen.__anext__() + assert first is ps._STREAM_KEEPALIVE + # aclose must not raise, and must drain the cancelled task cleanly. + await gen.aclose() + + +@pytest.mark.asyncio +async def test_iter_with_keepalive_disables_after_fallback_lowers_interval(): + """Greptile P1: a mid-stream router fallback can hand off to a deployment + with a different (or disabled) keepalive policy partway through the same + stream. The interval must be re-resolved against each chunk's own identity, + not the one picked before iteration started, or heartbeats keep using the + pre-fallback deployment's policy for the rest of the stream.""" + import asyncio + + async def _slow_stream(): + yield _simple_chunk(content="first") + await asyncio.sleep(0.3) + yield _simple_chunk(content="second") + + def _resolver(item): + # First chunk resolves under the enabled interval used to start the + # wrapper; every chunk after that resolves as if a fallback disabled it. + return 0.0 if item.choices[0].delta.content == "first" else 999.0 + + items = [] + async for item in _iter_with_keepalive(_slow_stream(), _resolver, keepalive_seconds=0.05): + items.append(item) + + sentinels = [i for i in items if i is ps._STREAM_KEEPALIVE] + real_chunks = [i for i in items if i is not ps._STREAM_KEEPALIVE] + + assert sentinels == [], f"expected no sentinels once the resolver disables keepalive; got {len(sentinels)}" + assert len(real_chunks) == 2 + assert real_chunks[0].choices[0].delta.content == "first" + assert real_chunks[1].choices[0].delta.content == "second" + + +@pytest.mark.asyncio +async def test_iter_with_keepalive_enables_after_fallback_raises_interval(): + """Symmetric case: a mid-stream fallback to a deployment with a *shorter* + keepalive interval must take effect immediately, not stay pinned to the + longer interval the stream started with. The interval used to wait for a + chunk is resolved from the *previous* chunk (the only one seen so far when + that wait begins), so the stall has to follow the fallback chunk rather + than precede it: waiting for "third" is where the shorter interval bites.""" + import asyncio + + async def _slow_stream(): + yield _simple_chunk(content="first") + yield _simple_chunk(content="second") + await asyncio.sleep(0.3) + yield _simple_chunk(content="third") + + def _resolver(item): + # "first" resolves under an interval too long to fire before "second" + # arrives; "second" (the fallback chunk) resolves as if the fallback + # deployment enabled a much shorter interval for everything after it. + return 999.0 if item.choices[0].delta.content == "first" else 0.05 + + items = [] + async for item in _iter_with_keepalive(_slow_stream(), _resolver, keepalive_seconds=999.0): + items.append(item) + + sentinels = [i for i in items if i is ps._STREAM_KEEPALIVE] + real_chunks = [i for i in items if i is not ps._STREAM_KEEPALIVE] + + assert len(sentinels) >= 2, ( + f"expected >= 2 sentinels once the resolver enables a short interval; got {len(sentinels)}" + ) + assert len(real_chunks) == 3 + + +@pytest.mark.asyncio +async def test_iter_with_keepalive_activates_from_a_fully_disabled_start(): + """Greptile P1: a stream can start on a deployment with keepalive off + (keepalive_seconds passed in as 0, not merely a long interval) and fall back + mid-stream to one that enables it. The 0-second start must not be treated as + a one-time decision to skip heartbeats for the rest of the stream: no task + is created while inactive, but every chunk still re-resolves so the fallback + chunk can switch the stream into task-wrapped mode.""" + import asyncio + + async def _slow_stream(): + yield _simple_chunk(content="first") + yield _simple_chunk(content="second") + await asyncio.sleep(0.3) + yield _simple_chunk(content="third") + + def _resolver(item): + # "first" resolves to stay off; "second" (the fallback chunk) resolves + # as if the fallback deployment newly enabled a short interval. + return 0.0 if item.choices[0].delta.content == "first" else 0.05 + + items = [] + async for item in _iter_with_keepalive(_slow_stream(), _resolver, keepalive_seconds=0): + items.append(item) + + sentinels = [i for i in items if i is ps._STREAM_KEEPALIVE] + real_chunks = [i for i in items if i is not ps._STREAM_KEEPALIVE] + + assert len(sentinels) >= 2, ( + f"expected >= 2 sentinels once the resolver activates from a disabled start; got {len(sentinels)}" + ) + assert len(real_chunks) == 3 + + +def test_resolve_keepalive_seconds_client_value_ignored_without_override_permission(monkeypatch): + """keepalive_seconds is operator-only by default: a deployment that hasn't set + allow_client_keepalive_override must not let a client's request-level value + change its behavior at all, since that would let any authenticated client + unilaterally enable heartbeats (and the LB-idle-timeout evasion that comes + with them) for a deployment that never opted in.""" + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = 15.0 + deployment.litellm_params.allow_client_keepalive_override = False + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-locked"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": 1}, response=response) + assert result == 15.0 + + +def test_resolve_keepalive_seconds_request_value_wins_when_override_allowed(monkeypatch): + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = None + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-opt-in"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": 30}, response=response) + assert result == 30.0 + + +def test_resolve_keepalive_seconds_explicit_zero_disables_when_override_allowed(monkeypatch): + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = 20.0 + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-opt-in"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": 0}, response=response) + assert result == 0.0 + + +def test_resolve_keepalive_seconds_clamps_below_minimum(monkeypatch): + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = None + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-opt-in"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": 0.001}, response=response) + assert result == _KEEPALIVE_MIN_SECONDS + + +def test_resolve_keepalive_seconds_clamps_above_maximum(monkeypatch): + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = None + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-opt-in"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": 9999}, response=response) + assert result == _KEEPALIVE_MAX_SECONDS + + +def test_resolve_keepalive_seconds_non_numeric_returns_zero(monkeypatch): + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = None + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-opt-in"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": "not-a-number"}, response=response) + assert result == 0.0 + + +def test_resolve_keepalive_seconds_absent_returns_zero(monkeypatch): + monkeypatch.setattr(ps, "llm_router", None) + result = _resolve_keepalive_seconds({}, response=None) + assert result == 0.0 + + +def test_resolve_keepalive_seconds_deployment_disable_cannot_be_overridden_by_request(monkeypatch): + """A deployment that explicitly sets keepalive_seconds: 0 is a hard operator + disable: an authenticated client must not be able to re-enable heartbeats for + that deployment by passing a positive value in the request body, since that + would let a client evade the deployment's idle-timeout behavior at will. This + holds even if the deployment also grants override permission, since an + explicit disable is a stronger, unconditional signal than an override grant.""" + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = 0 + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-disabled"} + + result = _resolve_keepalive_seconds({"model": "my-model", "keepalive_seconds": 250}, response=response) + assert result == 0.0 + + +def test_keepalive_from_deployment_config_reads_by_model_id(monkeypatch): + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = 45.0 + deployment.litellm_params.allow_client_keepalive_override = True + + router = MagicMock() + router.get_deployment.return_value = deployment + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "deploy-abc"} + + result = _keepalive_from_deployment_config({"model": "my-model"}, response) + assert result == ps._DeploymentKeepaliveConfig(keepalive_seconds=45.0, allow_client_override=True) + router.get_deployment.assert_called_once_with(model_id="deploy-abc") + + +def test_keepalive_from_deployment_config_stale_model_id_does_not_fall_through(monkeypatch): + """A populated model_id names the specific deployment that served the stream. + If that ID no longer resolves (e.g. removed by a config reload mid-stream), + that's a stale identity, not an absent one: it must not fall through to the + model_name fallback, since a currently-live sibling deployment's config was + never what actually served this stream, even if that sibling's config is + unambiguous on its own.""" + from unittest.mock import MagicMock + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [ + {"litellm_params": {"keepalive_seconds": 20.0}}, + ] + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {"model_id": "stale-deploy-id"} + + result = _keepalive_from_deployment_config({"model": "slow-model"}, response) + assert result is None + router.get_model_list.assert_not_called() + + +def test_keepalive_from_deployment_config_fallback_by_name(monkeypatch): + from unittest.mock import MagicMock + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [ + {"litellm_params": {"keepalive_seconds": 20.0}}, + ] + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {} + + result = _keepalive_from_deployment_config({"model": "slow-model"}, response) + assert result == ps._DeploymentKeepaliveConfig(keepalive_seconds=20.0, allow_client_override=False) + router.get_model_list.assert_called_once_with(model_name="slow-model") + + +def test_keepalive_from_deployment_config_fallback_by_name_agreeing_deployments(monkeypatch): + """Multiple deployments under the same model_name with the same keepalive_seconds + is unambiguous, so the shared value is used even without a model_id.""" + from unittest.mock import MagicMock + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [ + {"litellm_params": {"keepalive_seconds": 20.0, "allow_client_keepalive_override": True}}, + {"litellm_params": {"keepalive_seconds": 20.0, "allow_client_keepalive_override": True}}, + ] + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {} + + result = _keepalive_from_deployment_config({"model": "slow-model"}, response) + assert result == ps._DeploymentKeepaliveConfig(keepalive_seconds=20.0, allow_client_override=True) + + +def test_keepalive_from_deployment_config_fallback_by_name_conflicting_deployments(monkeypatch): + """Without a model_id, if deployments under the same model_name disagree on + keepalive_seconds, we can't tell which one served the stream: don't guess and + apply the wrong deployment's interval (or override an explicit disable).""" + from unittest.mock import MagicMock + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [ + {"litellm_params": {"keepalive_seconds": 20.0}}, + {"litellm_params": {"keepalive_seconds": 0}}, + ] + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {} + + result = _keepalive_from_deployment_config({"model": "slow-model"}, response) + assert result is None + + +def test_keepalive_from_deployment_config_fallback_by_name_configured_plus_unset(monkeypatch): + """A deployment that leaves keepalive_seconds unset entirely (not explicitly 0) + must not inherit a sibling deployment's configured interval: without a model_id + we can't tell which deployment served the stream, so mixing a configured + deployment with an unconfigured one is just as ambiguous as two conflicting + configured values.""" + from unittest.mock import MagicMock + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [ + {"litellm_params": {"keepalive_seconds": 20.0}}, + {"litellm_params": {}}, + ] + + monkeypatch.setattr(ps, "llm_router", router) + + response = MagicMock() + response._hidden_params = {} + + result = _keepalive_from_deployment_config({"model": "slow-model"}, response) + assert result is None + + +def test_keepalive_from_deployment_config_no_router_returns_none(monkeypatch): + monkeypatch.setattr(ps, "llm_router", None) + result = _keepalive_from_deployment_config({"model": "gpt-4"}, None) + assert result is None + + +def test_make_keepalive_resolver_caches_by_model_id(monkeypatch): + """The steady-state case (no fallback): every chunk shares the same + model_id, so the deployment lookup must happen once, not once per chunk.""" + from unittest.mock import MagicMock + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = 5.0 + deployment.litellm_params.allow_client_keepalive_override = False + + router = MagicMock() + router.get_deployment.return_value = deployment + monkeypatch.setattr(ps, "llm_router", router) + + resolve = _make_keepalive_resolver({"model": "my-model"}) + + first = _simple_chunk(content="a") + first._hidden_params = {"model_id": "deploy-steady"} + second = _simple_chunk(content="b") + second._hidden_params = {"model_id": "deploy-steady"} + + assert resolve(first) == 5.0 + assert resolve(second) == 5.0 + router.get_deployment.assert_called_once_with(model_id="deploy-steady") + + +def test_make_keepalive_resolver_reresolves_on_model_id_change(monkeypatch): + """A mid-stream fallback changes model_id: the cache must miss and + re-resolve against the new deployment, not keep serving the stale value.""" + from unittest.mock import MagicMock + + before = MagicMock() + before.litellm_params.keepalive_seconds = 5.0 + before.litellm_params.allow_client_keepalive_override = False + + after = MagicMock() + after.litellm_params.keepalive_seconds = 30.0 + after.litellm_params.allow_client_keepalive_override = False + + router = MagicMock() + router.get_deployment.side_effect = lambda model_id: {"deploy-a": before, "deploy-b": after}[model_id] + monkeypatch.setattr(ps, "llm_router", router) + + resolve = _make_keepalive_resolver({"model": "my-model"}) + + chunk_a = _simple_chunk(content="a") + chunk_a._hidden_params = {"model_id": "deploy-a"} + chunk_b = _simple_chunk(content="b") + chunk_b._hidden_params = {"model_id": "deploy-b"} + + assert resolve(chunk_a) == 5.0 + assert resolve(chunk_b) == 30.0 + assert router.get_deployment.call_count == 2 + + +def test_make_keepalive_resolver_missing_model_id_never_cached(monkeypatch): + """Without a model_id there's no reliable cache key (see the model_name + fallback in _keepalive_from_deployment_config), so every chunk must + re-resolve fresh rather than reuse a stale guess.""" + from unittest.mock import MagicMock + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [{"litellm_params": {"keepalive_seconds": 12.0}}] + monkeypatch.setattr(ps, "llm_router", router) + + resolve = _make_keepalive_resolver({"model": "slow-model"}) + + chunk_a = _simple_chunk(content="a") + chunk_a._hidden_params = {} + chunk_b = _simple_chunk(content="b") + chunk_b._hidden_params = {} + + assert resolve(chunk_a) == 12.0 + assert resolve(chunk_b) == 12.0 + assert router.get_model_list.call_count == 2 + + +def test_make_keepalive_resolver_expires_cache_after_ttl(monkeypatch): + """An operator's live config change (revoking override, disabling + keepalive, removing the deployment) must be observed within + _KEEPALIVE_CACHE_TTL_SECONDS, not frozen for the rest of an + already-in-flight stream just because the model_id hasn't changed.""" + from unittest.mock import MagicMock + + before = MagicMock() + before.litellm_params.keepalive_seconds = 20.0 + before.litellm_params.allow_client_keepalive_override = False + + after = MagicMock() + after.litellm_params.keepalive_seconds = 0 + after.litellm_params.allow_client_keepalive_override = False + + router = MagicMock() + router.get_deployment.return_value = before + monkeypatch.setattr(ps, "llm_router", router) + + clock = {"t": 0.0} + monkeypatch.setattr(ps.time, "monotonic", lambda: clock["t"]) + + resolve = _make_keepalive_resolver({"model": "my-model"}) + + chunk = _simple_chunk(content="a") + chunk._hidden_params = {"model_id": "deploy-live"} + + assert resolve(chunk) == 20.0 + assert router.get_deployment.call_count == 1 + + # Still within the TTL: same model_id, cached value reused even though + # the router's live config has since changed underneath it. + router.get_deployment.return_value = after + clock["t"] = ps._KEEPALIVE_CACHE_TTL_SECONDS - 0.01 + assert resolve(chunk) == 20.0 + assert router.get_deployment.call_count == 1 + + # Past the TTL: the config-reload disable is now observed. + clock["t"] = ps._KEEPALIVE_CACHE_TTL_SECONDS + 0.01 + assert resolve(chunk) == 0.0 + assert router.get_deployment.call_count == 2 + + +def test_keepalive_seconds_in_all_litellm_params(): + from litellm.types.utils import all_litellm_params + + assert "keepalive_seconds" in all_litellm_params + + +def test_allow_client_keepalive_override_in_all_litellm_params(): + """allow_client_keepalive_override is a deployment-only control flag: if it's + missing from all_litellm_params, it leaks straight through into the actual + provider API call as an unrecognized field and gets rejected (confirmed live + against the real Anthropic API, which returns 'Extra inputs are not + permitted').""" + from litellm.types.utils import all_litellm_params + + assert "allow_client_keepalive_override" in all_litellm_params + + +@pytest.mark.asyncio +async def test_async_data_generator_emits_ping_heartbeat(monkeypatch): + """When keepalive_seconds is set on a deployment that allows client override, + ': ping' frames appear during upstream stalls.""" + import asyncio + from unittest.mock import MagicMock + + _patch_logging_flags(monkeypatch) + monkeypatch.setattr(ps, "_KEEPALIVE_MIN_SECONDS", 0.05) + + router = MagicMock() + router.get_deployment.return_value = None + router.get_model_list.return_value = [{"litellm_params": {"allow_client_keepalive_override": True}}] + monkeypatch.setattr(ps, "llm_router", router) + + async def _slow_response(): + yield _simple_chunk(content="hello") + await asyncio.sleep(0.4) + yield _simple_chunk(content="world") + + out = [] + async for line in async_data_generator( + response=_slow_response(), + user_api_key_dict=_user_auth(), + request_data={"model": "gpt-4", "keepalive_seconds": 0.05}, + ): + out.append(line) + + pings = [item for item in out if item == ": ping\n\n"] + assert len(pings) >= 2, f"expected >= 2 ping frames; got {len(pings)}" + assert out[-1] == "data: [DONE]\n\n" + + +@pytest.mark.asyncio +async def test_async_data_generator_no_keepalive_no_pings(monkeypatch): + """Without keepalive_seconds, no ': ping' frames are emitted.""" + _patch_logging_flags(monkeypatch) + + out = [] + async for line in async_data_generator( + response=_async_iter([_simple_chunk(content="hello")]), + user_api_key_dict=_user_auth(), + request_data={"model": "gpt-4"}, + ): + out.append(line) + + assert ": ping\n\n" not in out + assert out[-1] == "data: [DONE]\n\n" + + +@pytest.mark.asyncio +async def test_async_data_generator_resolves_deployment_once_per_steady_stream(monkeypatch): + """Regression test for the per-chunk resolver cost: a stream where every + real chunk comes from the same deployment (the common, no-fallback case) + must only pay for one `llm_router.get_deployment()` call, not one per + chunk. Before caching, this asserted 1 but got len(chunks) since the + resolver re-ran the full deployment lookup after every single chunk. + + The very first resolve happens on the raw `response` object before any + chunk is yielded; a bare async generator (unlike the real + CustomStreamWrapper this stands in for) can't carry `_hidden_params`, so + that one call goes through the model_name fallback instead of + `get_deployment` — hence it's asserted separately. + """ + from unittest.mock import MagicMock + + _patch_logging_flags(monkeypatch) + + deployment = MagicMock() + deployment.litellm_params.keepalive_seconds = None + deployment.litellm_params.allow_client_keepalive_override = False + + router = MagicMock() + router.get_deployment.return_value = deployment + router.get_model_list.return_value = [{"litellm_params": {}}] + monkeypatch.setattr(ps, "llm_router", router) + + async def _steady_response(): + for content in ("a", "b", "c", "d", "e"): + chunk = _simple_chunk(content=content) + chunk._hidden_params = {"model_id": "deploy-steady"} + yield chunk + + out = [] + async for line in async_data_generator( + response=_steady_response(), + user_api_key_dict=_user_auth(), + request_data={"model": "gpt-4"}, + ): + out.append(line) + + assert router.get_deployment.call_count == 1 + assert router.get_model_list.call_count == 1 + assert out[-1] == "data: [DONE]\n\n" diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py index 803094e8d54..f48e1dba601 100644 --- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py +++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py @@ -2076,6 +2076,55 @@ def test_get_num_retries_from_request(): assert result == -1 +def test_get_keepalive_seconds_from_request(): + """ + Test LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request method + """ + # Header present with valid float string + headers_with_keepalive = {"x-litellm-keepalive-seconds": "15"} + result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request( + headers_with_keepalive + ) + assert result == 15.0 + + # Header not present + result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request( + {"Content-Type": "application/json"} + ) + assert result is None + + # Empty headers dictionary + result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request({}) + assert result is None + + # Header present with a fractional value + result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request( + {"x-litellm-keepalive-seconds": "1.5"} + ) + assert result == 1.5 + + # Header present with invalid value raises ValueError, matching the other + # x-litellm-* numeric header helpers (_get_timeout_from_request, etc.) + with pytest.raises(ValueError): + LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request( + {"x-litellm-keepalive-seconds": "not-a-number"} + ) + + +def test_add_litellm_data_for_backend_llm_call_merges_keepalive_seconds_header(): + """ + The x-litellm-keepalive-seconds header must be merged into the data dict + that add_litellm_data_to_request later data.update()s onto the request body, + the same way x-litellm-timeout/x-litellm-num-retries already are. + """ + result = LiteLLMProxyRequestSetup.add_litellm_data_for_backend_llm_call( + headers={"x-litellm-keepalive-seconds": "20"}, + request_data={}, + user_api_key_dict=UserAPIKeyAuth(api_key="sk-test"), + ) + assert result.get("keepalive_seconds") == 20.0 + + def test_add_user_api_key_auth_to_request_metadata(): """ Test that add_user_api_key_auth_to_request_metadata properly adds user API key authentication data to request metadata diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts index fa8731d7a16..6323516b126 100644 --- a/ui/litellm-dashboard/src/lib/http/schema.d.ts +++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts @@ -26758,6 +26758,11 @@ export interface components { } | null; /** Adaptive Router Default Model */ adaptive_router_default_model?: string | null; + /** + * Allow Client Keepalive Override + * @default false + */ + allow_client_keepalive_override: boolean | null; /** Annotation Cost Per Page */ annotation_cost_per_page?: number | null; /** Api Base */ @@ -26906,6 +26911,8 @@ export interface components { input_cost_per_video_token?: number | null; /** Itpm */ itpm?: number | null; + /** Keepalive Seconds */ + keepalive_seconds?: number | null; /** Litellm Credential Name */ litellm_credential_name?: string | null; /** Litellm Trace Id */ @@ -35429,6 +35436,11 @@ export interface components { } | null; /** Adaptive Router Default Model */ adaptive_router_default_model?: string | null; + /** + * Allow Client Keepalive Override + * @default false + */ + allow_client_keepalive_override: boolean | null; /** Annotation Cost Per Page */ annotation_cost_per_page?: number | null; /** Api Base */ @@ -35577,6 +35589,8 @@ export interface components { input_cost_per_video_token?: number | null; /** Itpm */ itpm?: number | null; + /** Keepalive Seconds */ + keepalive_seconds?: number | null; /** Litellm Credential Name */ litellm_credential_name?: string | null; /** Litellm Trace Id */ From 05943b47a37ae1d82d50db9baa2265bdcccd1d33 Mon Sep 17 00:00:00 2001 From: Deepanshu Lulla Date: Mon, 10 Aug 2026 19:51:55 -0400 Subject: [PATCH 182/234] fix(router): cool down failed fallback deployments and correct cooldown TTL after Redis backfill (#35104) * fix(router): cool down failed fallback deployments and correct cooldown TTL after Redis backfill A deployment that failed partway through a fallback chain (any attempt after the first) was silently exempt from cooldown, because the has_logged_async_failure dedup flag blocks the normal failure callback for every attempt past the first. _trigger_cooldown_for_failed_deployment now explicitly evaluates cooldown for that deployment when the dedup flag is set, using the same deployment-config > response-header > router-default precedence as the primary failure path, and skips advisor-orchestration failures. Deployment-ID resolution prefers the exception's stamped failed_deployment_id, now also set from the generic-API-call fallback path (rerank, embeddings, /v1/messages, etc.), falling back to metadata inspection for call paths that don't stamp it yet. CooldownCache also recomputes the remaining TTL when DualCache promotes a Redis entry into the in-memory layer: before this, a cooldown entry restored from Redis kept the in-memory layer's default 600s TTL regardless of the deployment's real cooldown_time, so a deployment could stay excluded from routing for up to 10 minutes after a much shorter cooldown had already expired. * fix(router): address Greptile review on the fallback-cooldown trigger Two P1 findings on PR #35104: - _trigger_cooldown_for_failed_deployment never incremented the deployment's per-minute failure counter before evaluating cooldown, so a fallback deployment's repeated retryable failures never accumulated toward the default percent-fail-rate threshold that _should_cooldown_deployment checks. - The metadata-bucket fallback (checking "metadata" before "litellm_metadata" for a deployment_model_name marker) could be fooled by a caller with permission to set metadata, since neither bucket's authorship can be determined without knowing the call's function_name. Removed it entirely; cooldown now requires the server-stamped failed_deployment_id, matching what the primary chat-completions path and the generic-API-call path (rerank, embeddings, /v1/messages, etc.) already set unconditionally. * fix(router): freeze the litellm_params fallback mapping to satisfy the type-discipline gate * fix(router): defer f-string interpolation in fallback-cooldown debug logs * fix(router): annotate cooldown-path locals with Final to satisfy the LIT010 budget * fix(router): don't cool down deployments for request-scoped 404s on generic API fallbacks * fix(router): stamp the dynamic client-side-credential deployment id, not the shared static one * fix(router): don't cool down deployments for a caller-supplied x-litellm-timeout * fix(router): stamp dynamic client-side-credential id in completion fallback paths too The generic-API-call helper already stamped the effective (dynamic-if-client-side-credential) deployment id on exceptions, but the regular _completion/_acompletion exception handlers still stamped the static shared deployment's id. A tenant using invalid forwarded credentials could generate repeated failures attributed to, and eventually cooling down, the shared deployment other tenants rely on. Extracted the stamping logic into one shared helper used by all three call sites (generic API, sync completion, async completion) so the fix and future changes to it stay in one place. * test(router): add direct-reference unit tests for the new stamping helper router_code_coverage.py's coverage gate flags _stamp_failed_deployment_id_with_effective_model_info as untested because it only sees the function invoked indirectly through _completion/_acompletion's exception handlers. Added two tests that call it directly, covering both the dynamic-id-present and static-fallback branches. * test(router): cover the timeout stamping branch and async active-cooldown append _acompletion's litellm.Timeout handler and async_get_active_cooldowns' happy path both lacked direct coverage despite their sibling branches (the generic Exception handler, the sync get_active_cooldowns) being tested. * test(router): remove duplicate cooldown-trigger and fallback-helper tests #34416 landed its own TestTriggerCooldownForFailedDeployment/ TestRunAsyncFallbackTriggersCooldown classes and test_ageneric_api_call_with_fallbacks_helper_stamps_failed_deployment_id covering the exact same scenarios as this branch's earlier flat-function tests, once its version of fallback_event_handlers.py was taken as-is during the last merge. Dropping the redundant copies. --------- Co-authored-by: Deepanshu --- .../router_utils/test_cooldown_cache.py | 140 +++- .../test_fallback_event_handlers.py | 604 +++++++++--------- .../test_router_weighted_failover.py | 32 + 3 files changed, 459 insertions(+), 317 deletions(-) diff --git a/tests/test_litellm/router_utils/test_cooldown_cache.py b/tests/test_litellm/router_utils/test_cooldown_cache.py index b6338ca69a0..a48402684b4 100644 --- a/tests/test_litellm/router_utils/test_cooldown_cache.py +++ b/tests/test_litellm/router_utils/test_cooldown_cache.py @@ -95,9 +95,7 @@ class TestCooldownCacheExceptionMasking: assert "magical kingdom" not in masked_exception # Should preserve the error type information at the beginning (first 50 chars) - assert masked_exception.startswith( - "litellm.proxy.proxy_server._handle_llm_api_excepti" - ) + assert masked_exception.startswith("litellm.proxy.proxy_server._handle_llm_api_excepti") def test_exception_with_api_keys_masked(self, cooldown_cache): """Test that API keys in exceptions are properly masked""" @@ -120,9 +118,7 @@ class TestCooldownCacheExceptionMasking: masked_exception = cooldown_data["exception_received"] # Should mask the sensitive content while preserving structure - assert masked_exception.startswith( - "Authentication failed with api_key=sk-12345678" - ) + assert masked_exception.startswith("Authentication failed with api_key=sk-12345678") assert "*" in masked_exception assert len(masked_exception) == len(exception_with_key) @@ -180,9 +176,7 @@ class TestCooldownCacheExceptionMasking: # Should successfully convert exception to string assert isinstance(cooldown_data["exception_received"], str) - assert ( - str(exc) == cooldown_data["exception_received"] - ) # Short exceptions not masked + assert str(exc) == cooldown_data["exception_received"] # Short exceptions not masked def test_masking_preserves_error_debugging_info(self, cooldown_cache): """Test that masking preserves essential debugging information""" @@ -209,9 +203,7 @@ class TestCooldownCacheExceptionMasking: masked_exception = cooldown_data["exception_received"] # Should preserve error type and initial debugging info (first 50 chars) - assert masked_exception.startswith( - "RateLimitError: Rate limit exceeded for model gpt-" - ) + assert masked_exception.startswith("RateLimitError: Rate limit exceeded for model gpt-") # Should mask the prompt content assert "Write a comprehensive analysis" not in masked_exception @@ -258,6 +250,130 @@ class TestCooldownCacheExceptionMasking: assert masked == expected +class TestCooldownCacheTTLCorrection: + def _make_cooldown_cache(self) -> CooldownCache: + in_memory = InMemoryCache() + dual_cache = DualCache(in_memory_cache=in_memory) + return CooldownCache(cache=dual_cache, default_cooldown_time=60.0) + + def test_expired_entry_evicted_and_not_returned(self): + """ + An entry with timestamp+cooldown_time in the past must be evicted from + in-memory cache and excluded from the active cooldown list. + """ + cc = self._make_cooldown_cache() + model_id = "expired-deployment" + key = CooldownCache.get_cooldown_cache_key(model_id) + + expired_value: CooldownCacheValue = { + "exception_received": "Rate limit", + "status_code": "429", + "timestamp": time.time() - 120.0, + "cooldown_time": 60.0, + } + cc.cache.in_memory_cache.set_cache(key, expired_value, ttl=600) + + active = cc.get_active_cooldowns(model_ids=[model_id], parent_otel_span=None) + + assert active == [], "Expired cooldown entry must not appear in active cooldowns" + assert cc.cache.in_memory_cache.get_cache(key) is None, "Expired entry must be evicted from in-memory cache" + + def test_active_entry_is_returned(self): + """ + An entry whose cooldown window has not elapsed must appear in the active list. + """ + cc = self._make_cooldown_cache() + model_id = "active-deployment" + key = CooldownCache.get_cooldown_cache_key(model_id) + + active_value: CooldownCacheValue = { + "exception_received": "Rate limit", + "status_code": "429", + "timestamp": time.time(), + "cooldown_time": 60.0, + } + cc.cache.in_memory_cache.set_cache(key, active_value, ttl=60) + + active = cc.get_active_cooldowns(model_ids=[model_id], parent_otel_span=None) + + assert len(active) == 1 + assert active[0][0] == model_id + + def test_ttl_corrected_when_in_memory_expiry_far_exceeds_remaining(self): + """ + When DualCache backfills from Redis using the default 600s TTL, the in-memory + TTL must be corrected to min(remaining, 60) seconds. + """ + cc = self._make_cooldown_cache() + model_id = "backfilled-deployment" + key = CooldownCache.get_cooldown_cache_key(model_id) + + remaining = 30.0 + value: CooldownCacheValue = { + "exception_received": "Rate limit", + "status_code": "429", + "timestamp": time.time() - (60.0 - remaining), + "cooldown_time": 60.0, + } + cc.cache.in_memory_cache.set_cache(key, value, ttl=600) + + before_expiry = cc.cache.in_memory_cache.ttl_dict.get(key) + assert before_expiry is not None + + cc.get_active_cooldowns(model_ids=[model_id], parent_otel_span=None) + + after_expiry = cc.cache.in_memory_cache.ttl_dict.get(key) + assert after_expiry is not None + corrected_remaining = after_expiry - time.time() + assert corrected_remaining <= 60.0, "Corrected TTL must not exceed 60s" + assert corrected_remaining > 0, "Corrected TTL must be positive (cooldown still active)" + + @pytest.mark.asyncio + async def test_async_expired_entry_evicted(self): + """ + Async path must also evict expired entries. + """ + cc = self._make_cooldown_cache() + model_id = "async-expired" + key = CooldownCache.get_cooldown_cache_key(model_id) + + expired_value: CooldownCacheValue = { + "exception_received": "Rate limit", + "status_code": "429", + "timestamp": time.time() - 120.0, + "cooldown_time": 60.0, + } + cc.cache.in_memory_cache.set_cache(key, expired_value, ttl=600) + + active = await cc.async_get_active_cooldowns(model_ids=[model_id], parent_otel_span=None) + + assert active == [], "Expired entry must not appear in async active cooldowns" + assert cc.cache.in_memory_cache.get_cache(key) is None + + @pytest.mark.asyncio + async def test_async_active_entry_is_returned(self): + """ + Async counterpart of test_active_entry_is_returned: an entry whose cooldown + window has not elapsed must appear in the async active list too. + """ + cc = self._make_cooldown_cache() + model_id = "async-active-deployment" + key = CooldownCache.get_cooldown_cache_key(model_id) + + active_value: CooldownCacheValue = { + "exception_received": "Rate limit", + "status_code": "429", + "timestamp": time.time(), + "cooldown_time": 60.0, + } + cc.cache.in_memory_cache.set_cache(key, active_value, ttl=60) + + active = await cc.async_get_active_cooldowns(model_ids=[model_id], parent_otel_span=None) + + assert len(active) == 1 + assert active[0][0] == model_id + + class TestCorrectedActiveCooldown: def _make_cooldown_cache(self) -> CooldownCache: in_memory = InMemoryCache() diff --git a/tests/test_litellm/router_utils/test_fallback_event_handlers.py b/tests/test_litellm/router_utils/test_fallback_event_handlers.py index 03ecc64d8d6..68395737469 100644 --- a/tests/test_litellm/router_utils/test_fallback_event_handlers.py +++ b/tests/test_litellm/router_utils/test_fallback_event_handlers.py @@ -4,6 +4,8 @@ from unittest.mock import MagicMock, patch import httpx import pytest +import litellm +from litellm.router_utils.cooldown_handlers import mark_advisor_orchestration_failure from litellm.router_utils.fallback_event_handlers import ( AttemptedFallbackTargets, _trigger_cooldown_for_failed_deployment, @@ -147,311 +149,6 @@ async def test_run_async_fallback_skips_original_model_group(): assert response._hidden_params["additional_headers"]["x-litellm-attempted-fallbacks"] == 1 -def test_trigger_cooldown_calls_set_cooldown_when_deployment_id_present(): - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("upstream error") - exc.status_code = 429 - exc.failed_deployment_id = "deployment-abc" - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - mock_set.assert_called_once() - _, call_kwargs = mock_set.call_args - assert call_kwargs["deployment"] == "deployment-abc" - assert call_kwargs["exception_status"] == 429 - - -def test_trigger_cooldown_skips_when_no_deployment_id(): - router = MagicMock() - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=RuntimeError("err")) - - mock_set.assert_not_called() - - -def test_trigger_cooldown_does_not_trust_caller_supplied_metadata_bucket(): - """A metadata bucket can't reliably be told apart from a caller-supplied one - without knowing the call's function_name, so a client with permission to set - metadata must not be able to get an arbitrary deployment cooled down by - forging a deployment_model_name marker.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("err") - kwargs = {"metadata": {"model_info": {"id": "attacker-chosen-deployment"}, "deployment_model_name": "gpt-4"}} - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs=kwargs, exception=exc) - - mock_set.assert_not_called() - - -def test_trigger_cooldown_increments_failure_counter_before_cooldown_check(): - """The fallback path must feed the same per-minute failure counter the - primary path uses, or repeated fallback failures never accumulate toward - the default percent-fail-rate cooldown threshold.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("err") - exc.failed_deployment_id = "deployment-abc" - - with ( - patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set, - patch( - "litellm.router_utils.fallback_event_handlers.increment_deployment_failures_for_current_minute" - ) as mock_increment, - ): - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - mock_increment.assert_called_once_with(litellm_router_instance=router, deployment_id="deployment-abc") - mock_set.assert_called_once() - - -def test_trigger_cooldown_uses_deployment_cooldown_time_when_present(): - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = {"model_info": {"cooldown_time": 30}} - - exc = RuntimeError("upstream error") - exc.status_code = 429 - exc.failed_deployment_id = "deployment-abc" - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - _, call_kwargs = mock_set.call_args - assert call_kwargs["time_to_cooldown"] == 30 - - -def test_trigger_cooldown_falls_back_to_litellm_params_cooldown_time(): - """cooldown_time has pre-existing litellm_params support on the primary - failure path, so it must still be honored here when model_info doesn't set - it, unlike the new allowed_fails/allowed_fails_policy fields.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = {"litellm_params": {"cooldown_time": 30}} - - exc = RuntimeError("upstream error") - exc.status_code = 429 - exc.failed_deployment_id = "deployment-abc" - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - _, call_kwargs = mock_set.call_args - assert call_kwargs["time_to_cooldown"] == 30 - - -def test_trigger_cooldown_uses_response_header_when_no_deployment_config(): - """Precedence must match Router.deployment_callback_on_failure's primary path: - deployment config, then the response's Retry-After header, then the router - default. Without this, the fallback path always skips straight to the router - default whenever no deployment-level cooldown_time is configured.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = {"model_info": {}} - - exc = RuntimeError("upstream error") - exc.status_code = 429 - exc.failed_deployment_id = "deployment-abc" - exc.litellm_response_headers = httpx.Headers({"retry-after": "45"}) - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - _, call_kwargs = mock_set.call_args - assert call_kwargs["time_to_cooldown"] == 45 - - -def test_trigger_cooldown_silently_catches_exceptions(): - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("upstream error") - exc.failed_deployment_id = "deployment-abc" - - with patch( - "litellm.router_utils.fallback_event_handlers._set_cooldown_deployments", - side_effect=RuntimeError("cooldown error"), - ): - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - -def test_trigger_cooldown_skips_request_scoped_404_on_generic_api_call(): - """A generic API call (files/batches/threads/rerank/...) forwards a caller-supplied - resource id, so a 404 there means "that id doesn't exist", not "this deployment is - unhealthy". Without this guard, a single bad id would 404 every deployment in the - fallback chain and cool all of them down from one request.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("not found") - exc.status_code = 404 - exc.failed_deployment_id = "deployment-abc" - - with ( - patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set, - patch( - "litellm.router_utils.fallback_event_handlers.increment_deployment_failures_for_current_minute" - ) as mock_increment, - ): - _trigger_cooldown_for_failed_deployment( - litellm_router=router, - kwargs={"original_generic_function": MagicMock()}, - exception=exc, - ) - - mock_set.assert_not_called() - mock_increment.assert_not_called() - - -def test_trigger_cooldown_still_cools_down_404_outside_generic_api_call(): - """The request-scoped-404 guard is scoped to generic API calls only: a 404 on a - regular completion fallback (no original_generic_function in kwargs) must still - cool down the deployment as before.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("not found") - exc.status_code = 404 - exc.failed_deployment_id = "deployment-abc" - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - mock_set.assert_called_once() - - -def test_trigger_cooldown_skips_client_side_timeout_408(): - """The proxy's x-litellm-timeout header lets a caller set an arbitrarily short - timeout, which litellm.Timeout reports as status 408 regardless of the - deployment's actual health. Without this guard, a caller could force a 408 on - every deployment in the fallback chain from a single request.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("timeout") - exc.status_code = 408 - exc.failed_deployment_id = "deployment-abc" - - with ( - patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set, - patch( - "litellm.router_utils.fallback_event_handlers.increment_deployment_failures_for_current_minute" - ) as mock_increment, - ): - _trigger_cooldown_for_failed_deployment( - litellm_router=router, - kwargs={"client_side_timeout": True}, - exception=exc, - ) - - mock_set.assert_not_called() - mock_increment.assert_not_called() - - -def test_trigger_cooldown_still_cools_down_408_without_client_side_timeout_flag(): - """The client-side-timeout guard is scoped to caller-supplied timeouts only: a - 408 that did not come from x-litellm-timeout (no client_side_timeout in kwargs) - must still cool down the deployment as before.""" - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - - exc = RuntimeError("timeout") - exc.status_code = 408 - exc.failed_deployment_id = "deployment-abc" - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - _trigger_cooldown_for_failed_deployment(litellm_router=router, kwargs={}, exception=exc) - - mock_set.assert_called_once() - - -@pytest.mark.asyncio -async def test_run_async_fallback_triggers_cooldown_when_logging_obj_has_logged(): - router = MagicMock() - router.cooldown_time = 60 - router.get_model_info.return_value = None - router.log_retry = MagicMock(side_effect=lambda kwargs, e: kwargs) - - exc = RuntimeError("fallback failed") - exc.failed_deployment_id = "dep-xyz" - - async def _always_fail(*args, **kwargs): - raise exc - - router.async_function_with_fallbacks = _always_fail - - logging_obj = MagicMock() - logging_obj.model_call_details = {"has_logged_async_failure": True} - - kwargs = { - "litellm_logging_obj": logging_obj, - } - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - with pytest.raises(RuntimeError): - await run_async_fallback( - litellm_router=router, - fallback_model_group=["fallback-model"], - original_model_group="primary-model", - original_exception=RuntimeError("original"), - max_fallbacks=3, - fallback_depth=0, - **kwargs, - ) - - mock_set.assert_called_once() - - -@pytest.mark.asyncio -async def test_run_async_fallback_skips_cooldown_when_logging_obj_not_logged(): - router = MagicMock() - router.log_retry = MagicMock(side_effect=lambda kwargs, e: kwargs) - - exc = RuntimeError("fallback failed") - exc.failed_deployment_id = "dep-xyz" - - async def _always_fail(*args, **kwargs): - raise exc - - router.async_function_with_fallbacks = _always_fail - - logging_obj = MagicMock() - logging_obj.model_call_details = {"has_logged_async_failure": False} - - kwargs = { - "litellm_logging_obj": logging_obj, - } - - with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set: - with pytest.raises(RuntimeError): - await run_async_fallback( - litellm_router=router, - fallback_model_group=["fallback-model"], - original_model_group="primary-model", - original_exception=RuntimeError("original"), - max_fallbacks=3, - fallback_depth=0, - **kwargs, - ) - - mock_set.assert_not_called() - - class AttemptRecordingRouter: def __init__(self): self.attempted_model_groups = [] @@ -804,3 +501,300 @@ def test_get_fallback_model_group_does_not_mutate_fallbacks(): assert fallback_model_group == ["gpt-4o-mini"] assert fallbacks == [{"gpt-3.5-turbo": ["claude-3-haiku"]}, "gpt-4o-mini"] + + +class TestTriggerCooldownForFailedDeployment: + def test_calls_set_cooldown_deployments_with_stamped_deployment_id(self): + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.RateLimitError("Rate limit", "openai", "gpt-4") + exc.failed_deployment_id = "fallback-deployment" + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + mock_set_cooldown.assert_called_once() + call_kwargs = mock_set_cooldown.call_args[1] + assert call_kwargs["deployment"] == "fallback-deployment" + assert call_kwargs["original_exception"] is exc + + def test_does_not_trust_caller_supplied_metadata_bucket(self): + """A metadata bucket can't reliably be told apart from a caller-supplied + one without knowing this call's function_name, so a client with + permission to set metadata must not be able to get an arbitrary + deployment cooled down by forging a deployment_model_name marker.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.RateLimitError("Rate limit", "openai", "gpt-4") + kwargs = { + "metadata": { + "model_info": {"id": "attacker-chosen-deployment"}, + "deployment_model_name": "gpt-4", + } + } + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs=kwargs, exception=exc) + + mock_set_cooldown.assert_not_called() + + def test_increments_failure_counter_before_cooldown_check(self): + """The fallback path must feed the same per-minute failure counter the + primary path uses, or repeated fallback failures never accumulate + toward the default percent-fail-rate cooldown threshold.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.RateLimitError("Rate limit", "openai", "gpt-4") + exc.failed_deployment_id = "fallback-deployment" + + with ( + patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown, + patch( + "litellm.router_utils.fallback_event_handlers.increment_deployment_failures_for_current_minute" + ) as mock_increment, + ): + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + mock_increment.assert_called_once_with( + litellm_router_instance=mock_router, deployment_id="fallback-deployment" + ) + mock_set_cooldown.assert_called_once() + + def test_no_op_when_deployment_id_missing(self): + mock_router = MagicMock() + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment( + litellm_router=mock_router, kwargs={}, exception=RuntimeError("no metadata") + ) + + mock_set_cooldown.assert_not_called() + + def test_skipped_for_advisor_orchestration_failure(self): + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.RateLimitError("Rate limit", "openai", "gpt-4") + exc.failed_deployment_id = "fallback-deployment" + mark_advisor_orchestration_failure(exc) + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + mock_set_cooldown.assert_not_called() + + def test_uses_deployment_litellm_params_cooldown_time_override(self): + mock_router = MagicMock() + mock_router.cooldown_time = 300.0 + mock_router.get_model_info.return_value = {"litellm_params": {"cooldown_time": 30.0}} + + exc = litellm.RateLimitError("Rate limit", "openai", "gpt-4") + exc.failed_deployment_id = "fallback-deployment" + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + call_kwargs = mock_set_cooldown.call_args[1] + assert call_kwargs["time_to_cooldown"] == 30.0 + + def test_uses_response_header_when_no_deployment_config(self): + """Precedence must match Router.deployment_callback_on_failure's primary + path: deployment config, then the response's Retry-After header, then the + router default.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = {"litellm_params": {}} + + exc = RuntimeError("upstream error") + exc.failed_deployment_id = "fallback-deployment" + exc.litellm_response_headers = httpx.Headers({"retry-after": "45"}) + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + call_kwargs = mock_set_cooldown.call_args[1] + assert call_kwargs["time_to_cooldown"] == 45 + + def test_silently_catches_exceptions(self): + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = RuntimeError("upstream error") + exc.failed_deployment_id = "fallback-deployment" + + with patch( + "litellm.router_utils.fallback_event_handlers._set_cooldown_deployments", + side_effect=RuntimeError("cooldown error"), + ): + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + def test_skips_request_scoped_404_on_generic_api_call(self): + """A generic API call (files/batches/threads/rerank/...) forwards a caller-supplied + resource id, so a 404 there means "that id doesn't exist", not "this deployment is + unhealthy". Without this guard, a single bad id would 404 every deployment in the + fallback chain and cool all of them down from one request.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.NotFoundError("not found", "openai", "gpt-4") + exc.failed_deployment_id = "fallback-deployment" + + with ( + patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown, + patch( + "litellm.router_utils.fallback_event_handlers.increment_deployment_failures_for_current_minute" + ) as mock_increment, + ): + _trigger_cooldown_for_failed_deployment( + litellm_router=mock_router, + kwargs={"original_generic_function": MagicMock()}, + exception=exc, + ) + + mock_set_cooldown.assert_not_called() + mock_increment.assert_not_called() + + def test_still_cools_down_404_outside_generic_api_call(self): + """The request-scoped-404 guard is scoped to generic API calls only: a 404 on a + regular completion fallback (no original_generic_function in kwargs) must still + cool down the deployment as before.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.NotFoundError("not found", "openai", "gpt-4") + exc.failed_deployment_id = "fallback-deployment" + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + mock_set_cooldown.assert_called_once() + + def test_skips_client_side_timeout_408(self): + """The proxy's x-litellm-timeout header lets a caller set an arbitrarily short + timeout, which litellm.Timeout reports as status 408 regardless of the + deployment's actual health. Without this guard, a caller could force a 408 on + every deployment in the fallback chain from a single request.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.Timeout(message="timeout", model="gpt-4", llm_provider="openai") + exc.failed_deployment_id = "fallback-deployment" + + with ( + patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown, + patch( + "litellm.router_utils.fallback_event_handlers.increment_deployment_failures_for_current_minute" + ) as mock_increment, + ): + _trigger_cooldown_for_failed_deployment( + litellm_router=mock_router, + kwargs={"client_side_timeout": True}, + exception=exc, + ) + + mock_set_cooldown.assert_not_called() + mock_increment.assert_not_called() + + def test_still_cools_down_408_without_client_side_timeout_flag(self): + """The client-side-timeout guard is scoped to caller-supplied timeouts only: a + 408 that did not come from x-litellm-timeout (no client_side_timeout in kwargs) + must still cool down the deployment as before.""" + mock_router = MagicMock() + mock_router.cooldown_time = 60.0 + mock_router.get_model_info.return_value = None + + exc = litellm.Timeout(message="timeout", model="gpt-4", llm_provider="openai") + exc.failed_deployment_id = "fallback-deployment" + + with patch("litellm.router_utils.fallback_event_handlers._set_cooldown_deployments") as mock_set_cooldown: + _trigger_cooldown_for_failed_deployment(litellm_router=mock_router, kwargs={}, exception=exc) + + mock_set_cooldown.assert_called_once() + + +class TestRunAsyncFallbackTriggersCooldown: + class RouterWithLoggingKwarg: + def __init__(self): + self.cooldown_time = 60.0 + + def log_retry(self, kwargs, e): + return kwargs + + def get_model_info(self, id): + return None + + async def async_function_with_fallbacks(self, *args, **kwargs): + raise RuntimeError("fallback model also failed") + + def _logging_obj(self, has_logged_async_failure: bool) -> MagicMock: + logging_obj = MagicMock() + logging_obj.model_call_details = {"has_logged_async_failure": has_logged_async_failure} + return logging_obj + + @pytest.mark.asyncio + async def test_triggers_cooldown_when_has_logged_async_failure_is_true(self): + with patch( + "litellm.router_utils.fallback_event_handlers._trigger_cooldown_for_failed_deployment" + ) as mock_trigger: + with pytest.raises(RuntimeError, match="fallback model also failed"): + await run_async_fallback( + litellm_router=self.RouterWithLoggingKwarg(), + fallback_model_group=["fallback-model"], + original_model_group="primary-model", + original_exception=RuntimeError("original request failed"), + max_fallbacks=3, + fallback_depth=0, + litellm_logging_obj=self._logging_obj(has_logged_async_failure=True), + ) + + mock_trigger.assert_called_once() + + @pytest.mark.asyncio + async def test_does_not_trigger_cooldown_when_has_logged_async_failure_is_false(self): + """This is the exact dead-code scenario the bug fix addresses: before it, + the normal failure callback runs for the first attempt in a fallback chain + (has_logged_async_failure is still False at that point), so no explicit + trigger is needed there.""" + with patch( + "litellm.router_utils.fallback_event_handlers._trigger_cooldown_for_failed_deployment" + ) as mock_trigger: + with pytest.raises(RuntimeError, match="fallback model also failed"): + await run_async_fallback( + litellm_router=self.RouterWithLoggingKwarg(), + fallback_model_group=["fallback-model"], + original_model_group="primary-model", + original_exception=RuntimeError("original request failed"), + max_fallbacks=3, + fallback_depth=0, + litellm_logging_obj=self._logging_obj(has_logged_async_failure=False), + ) + + mock_trigger.assert_not_called() + + @pytest.mark.asyncio + async def test_does_not_trigger_cooldown_when_no_logging_obj_present(self): + with patch( + "litellm.router_utils.fallback_event_handlers._trigger_cooldown_for_failed_deployment" + ) as mock_trigger: + with pytest.raises(RuntimeError, match="fallback model also failed"): + await run_async_fallback( + litellm_router=self.RouterWithLoggingKwarg(), + fallback_model_group=["fallback-model"], + original_model_group="primary-model", + original_exception=RuntimeError("original request failed"), + max_fallbacks=3, + fallback_depth=0, + ) + + mock_trigger.assert_not_called() diff --git a/tests/test_litellm/test_router_weighted_failover.py b/tests/test_litellm/test_router_weighted_failover.py index 6f26f329953..0115638e1fe 100644 --- a/tests/test_litellm/test_router_weighted_failover.py +++ b/tests/test_litellm/test_router_weighted_failover.py @@ -13,6 +13,7 @@ from unittest.mock import AsyncMock, patch import pytest +import litellm from litellm import Router from litellm.utils import _get_excluded_filtered_deployments @@ -222,6 +223,37 @@ async def test_acompletion_stamps_dynamic_id_for_clientside_credentials(): assert failed_deployment_id != "dep-a" +@pytest.mark.asyncio +async def test_acompletion_stamps_dynamic_id_for_clientside_credentials_on_timeout(): + """Same bug as the RuntimeError case above, but for the separate `except litellm.Timeout` + branch in `_acompletion`: it has its own call to the stamping helper, so a fix that only + covers the generic `except Exception` branch would leave a caller-supplied timeout + (`litellm.Timeout` is what `x-litellm-timeout` maps to) stamping the shared static id.""" + router = Router( + model_list=[ + { + "model_name": "test-model", + "litellm_params": {"model": "openai/gpt-4o", "api_key": "test-key"}, + "model_info": {"id": "dep-a"}, + } + ], + ) + + timeout_exc = litellm.Timeout(message="boom", model="test-model", llm_provider="openai") + with patch("litellm.acompletion", new_callable=AsyncMock, side_effect=timeout_exc): + with pytest.raises(litellm.Timeout) as exc_info: + await router._acompletion( + model="test-model", + messages=[{"role": "user", "content": "Hello"}], + api_key="tenant-supplied-key", + metadata={"model_group": "test-model"}, + ) + + failed_deployment_id = getattr(exc_info.value, "failed_deployment_id", None) + assert failed_deployment_id is not None + assert failed_deployment_id != "dep-a" + + def test_completion_stamps_dynamic_id_for_clientside_credentials(): """Sync counterpart: _completion's exception handler must stamp the dynamic client-side-credential deployment id, not the shared static deployment's id.""" From be5e9000b22787ee08436baa7e926f8f0e30fc58 Mon Sep 17 00:00:00 2001 From: Yassin Kortam Date: Mon, 10 Aug 2026 17:06:00 -0700 Subject: [PATCH 183/234] perf(spend): write each daily spend batch in one upsert statement (#36448) The daily spend flush emitted one INSERT ... ON CONFLICT per aggregated key, so every replica put hundreds of statements on the database each interval, all contending for the same handful of hot rows and each holding its row locks for the rest of the enclosing batch transaction. LiteLLM_DailyTagSpend felt it worst because a request writes one row per tag, and litellm adds two user-agent tags of its own by default. A batch now goes out as a single multi-row statement. Rows are folded by the conflict tuple first, and every nullable member of that tuple is normalized to '': a NULL can never match itself in a unique index, so such a row was re-inserted on every flush rather than aggregating, and a NULL model made prisma reject the whole batch. --- litellm/proxy/db/daily_spend_bulk_upsert.py | 185 ++++++++++ litellm/proxy/db/db_spend_update_writer.py | 149 +-------- .../test_update_daily_tag_spend.py | 18 +- .../proxy/db/test_daily_spend_bulk_upsert.py | 187 +++++++++++ .../proxy/db/test_db_spend_update_writer.py | 315 +++++++----------- 5 files changed, 514 insertions(+), 340 deletions(-) create mode 100644 litellm/proxy/db/daily_spend_bulk_upsert.py create mode 100644 tests/test_litellm/proxy/db/test_daily_spend_bulk_upsert.py diff --git a/litellm/proxy/db/daily_spend_bulk_upsert.py b/litellm/proxy/db/daily_spend_bulk_upsert.py new file mode 100644 index 00000000000..55d325177c6 --- /dev/null +++ b/litellm/proxy/db/daily_spend_bulk_upsert.py @@ -0,0 +1,185 @@ +"""One multi-row ``INSERT ... ON CONFLICT DO UPDATE`` per batch of daily spend rows. + +Emitting a statement per aggregated key put every replica's flush on the database as +hundreds of separate statements against the same handful of hot rows, each holding its +row locks for the rest of the enclosing batch transaction. Folding a batch into a single +statement keeps the aggregation identical while collapsing both the statement count and +the window in which those locks are held. +""" + +import uuid +from collections.abc import Mapping, Sequence +from dataclasses import dataclass +from itertools import groupby +from types import MappingProxyType +from typing import Final, Literal + +DailySpendEntity = Literal["user", "team", "org", "tag", "end_user", "agent"] + +SqlValue = str | int | float | None + +# A queued daily spend transaction, read by column name because the columns are data +# here rather than literals. The concrete TypedDicts in _types.py all satisfy this. +SpendRow = Mapping[str, object] + + +@dataclass(frozen=True, slots=True) +class DailySpendTable: + """The physical table behind one entity's daily rollup.""" + + name: str + entity_id_column: str + carries_request_id: bool = False + + +DAILY_SPEND_TABLES: Final[Mapping[DailySpendEntity, DailySpendTable]] = MappingProxyType( + { + "user": DailySpendTable(name="LiteLLM_DailyUserSpend", entity_id_column="user_id"), + "team": DailySpendTable(name="LiteLLM_DailyTeamSpend", entity_id_column="team_id"), + "org": DailySpendTable(name="LiteLLM_DailyOrganizationSpend", entity_id_column="organization_id"), + "end_user": DailySpendTable(name="LiteLLM_DailyEndUserSpend", entity_id_column="end_user_id"), + "agent": DailySpendTable(name="LiteLLM_DailyAgentSpend", entity_id_column="agent_id"), + "tag": DailySpendTable(name="LiteLLM_DailyTagSpend", entity_id_column="tag", carries_request_id=True), + } +) + +# The unique constraint's columns after the entity id, in constraint order. A NULL can +# never match itself in a unique index, so every one of these is normalized to '': the +# conflict target has to be NULL-free or the row is re-inserted on every single flush. +_KEY_COLUMNS: Final = ("date", "api_key", "model", "custom_llm_provider", "mcp_namespaced_tool_name", "endpoint") + +_COUNTER_COLUMNS: Final = ( + "prompt_tokens", + "completion_tokens", + "api_requests", + "successful_requests", + "failed_requests", + "cache_read_input_tokens", + "cache_creation_input_tokens", + "compression_saved_tokens", +) +_SPEND_COLUMNS: Final = ( + "spend", + "compression_savings_spend", + "prompt_caching_savings_spend", + "autorouter_savings_spend", +) + +_CASTS: Final[Mapping[str, str]] = MappingProxyType( + { + **{column: "bigint" for column in _COUNTER_COLUMNS}, + **{column: "double precision" for column in _SPEND_COLUMNS}, + } +) + + +def _quoted(columns: Sequence[str]) -> str: + return ", ".join(f'"{column}"' for column in columns) + + +def _as_text(value: object) -> str: + return "" if value is None else str(value) + + +def _as_int(value: object) -> int: + return int(value) if isinstance(value, (int, float)) else 0 + + +def _as_float(value: object) -> float: + return float(value) if isinstance(value, (int, float)) else 0.0 + + +def conflict_key(table: DailySpendTable, transaction: SpendRow) -> tuple[str, ...]: + """The tuple the database arbitrates the upsert on, normalized free of NULLs.""" + return tuple(_as_text(transaction.get(column)) for column in (table.entity_id_column, *_KEY_COLUMNS)) + + +def _merge(group: Sequence[SpendRow]) -> SpendRow: + if len(group) == 1: + return group[0] + return { + **group[0], + **{column: sum(_as_int(row.get(column)) for row in group) for column in _COUNTER_COLUMNS}, + **{column: sum(_as_float(row.get(column)) for row in group) for column in _SPEND_COLUMNS}, + } + + +def merge_by_conflict_key( + table: DailySpendTable, + transactions: Sequence[SpendRow], +) -> tuple[tuple[tuple[str, ...], SpendRow], ...]: + """Batch entries keyed by the conflict tuple, in a deterministic order. + + The queue keys transactions by their raw field values, so two entries differing only + in a NULL versus an empty member reach the writer separately while arbitrating to the + same row. Postgres rejects a statement whose values touch one row twice, so they are + summed here into the single row they were always destined to become. Ordering by the + key keeps concurrent writers taking row locks in the same sequence. + """ + ordered: Final = sorted(transactions, key=lambda transaction: conflict_key(table, transaction)) + return tuple((key, _merge(tuple(group))) for key, group in groupby(ordered, key=lambda t: conflict_key(table, t))) + + +def _row_params( + table: DailySpendTable, + key: tuple[str, ...], + transaction: SpendRow, +) -> tuple[SqlValue, ...]: + request_id: Final = transaction.get("request_id") + return ( + str(uuid.uuid4()), + *key, + None if transaction.get("model_group") is None else _as_text(transaction.get("model_group")), + *(_as_int(transaction.get(column)) for column in _COUNTER_COLUMNS), + *(_as_float(transaction.get(column)) for column in _SPEND_COLUMNS), + *((None if request_id is None else _as_text(request_id),) if table.carries_request_id else ()), + ) + + +def _insert_columns(table: DailySpendTable) -> tuple[str, ...]: + return ( + "id", + table.entity_id_column, + *_KEY_COLUMNS, + "model_group", + *_COUNTER_COLUMNS, + *_SPEND_COLUMNS, + *(("request_id",) if table.carries_request_id else ()), + ) + + +def build_bulk_upsert( + table: DailySpendTable, + batch: Sequence[tuple[tuple[str, ...], SpendRow]], +) -> tuple[str, tuple[SqlValue, ...]]: + """The single statement writing one merged batch, plus its positional arguments.""" + columns: Final = _insert_columns(table) + quoted_table: Final = f'"{table.name}"' + rows: Final = ", ".join( + "(" + + ", ".join( + f"${row_index * len(columns) + offset + 1}::{_CASTS.get(column, 'text')}" + for offset, column in enumerate(columns) + ) + + ", (NOW() AT TIME ZONE 'UTC'))" + for row_index in range(len(batch)) + ) + increments: Final = ", ".join( + f'"{column}" = {quoted_table}."{column}" + EXCLUDED."{column}"' + for column in (*_COUNTER_COLUMNS, *_SPEND_COLUMNS) + ) + # request_id names one arbitrary contributing request, so an entry carrying none must + # not blank out the one already recorded. + request_id_update: Final = ( + f', "request_id" = COALESCE(EXCLUDED."request_id", {quoted_table}."request_id")' + if table.carries_request_id + else "" + ) + sql: Final = ( + f'INSERT INTO {quoted_table} ({_quoted(columns)}, "updated_at")\n' + f"VALUES {rows}\n" + f"ON CONFLICT ({_quoted((table.entity_id_column, *_KEY_COLUMNS))}) DO UPDATE SET\n" + f" {increments}{request_id_update},\n" + f" \"updated_at\" = (NOW() AT TIME ZONE 'UTC')" + ) + return sql, tuple(value for key, transaction in batch for value in _row_params(table, key, transaction)) diff --git a/litellm/proxy/db/db_spend_update_writer.py b/litellm/proxy/db/db_spend_update_writer.py index 385a21976b7..b0130db232a 100644 --- a/litellm/proxy/db/db_spend_update_writer.py +++ b/litellm/proxy/db/db_spend_update_writer.py @@ -12,9 +12,7 @@ import os import random import time import traceback -from collections.abc import Mapping from datetime import datetime, timedelta, timezone -from types import MappingProxyType from typing import TYPE_CHECKING, Any, Final, Literal, cast, overload import litellm @@ -41,6 +39,11 @@ from litellm.proxy._types import ( SpendUpdateQueueItem, ToolDiscoveryQueueItem, ) +from litellm.proxy.db.daily_spend_bulk_upsert import ( + DAILY_SPEND_TABLES, + build_bulk_upsert, + merge_by_conflict_key, +) from litellm.proxy.db.db_transaction_queue.daily_spend_update_queue import ( DailySpendUpdateQueue, ) @@ -68,12 +71,6 @@ else: ProxyLogging = Any -# Only tag rows carry a request_id, so the other entity types spread nothing. Built -# once here rather than as an empty literal per transaction, and read-only so it cannot -# be filled in by accident from one of the call sites that spreads it. -_NO_TAG_REQUEST_ID: Final[Mapping[str, Any]] = MappingProxyType({}) - - def _get_llm_router(): """The proxy's router, or None outside a running proxy. @@ -1437,8 +1434,6 @@ class DBSpendUpdateWriter: daily_spend_transactions: dict[str, DailyUserSpendTransaction], entity_type: Literal["user"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: ... @@ -1451,8 +1446,6 @@ class DBSpendUpdateWriter: daily_spend_transactions: dict[str, DailyTeamSpendTransaction], entity_type: Literal["team"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: ... @@ -1465,8 +1458,6 @@ class DBSpendUpdateWriter: daily_spend_transactions: dict[str, DailyOrganizationSpendTransaction], entity_type: Literal["org"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: ... @@ -1479,8 +1470,6 @@ class DBSpendUpdateWriter: daily_spend_transactions: dict[str, DailyEndUserSpendTransaction], entity_type: Literal["end_user"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: ... @@ -1493,8 +1482,6 @@ class DBSpendUpdateWriter: daily_spend_transactions: dict[str, DailyAgentSpendTransaction], entity_type: Literal["agent"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: ... @@ -1507,8 +1494,6 @@ class DBSpendUpdateWriter: daily_spend_transactions: dict[str, DailyTagSpendTransaction], entity_type: Literal["tag"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: ... # fmt: on @@ -1526,8 +1511,6 @@ class DBSpendUpdateWriter: | dict[str, DailyAgentSpendTransaction], entity_type: Literal["user", "team", "org", "tag", "end_user", "agent"], entity_id_field: str, - table_name: str, - unique_constraint_name: str, ) -> None: """ Generic function to update daily spend for any entity type (user, team, org, tag, end_user, agent) @@ -1573,111 +1556,23 @@ class DBSpendUpdateWriter: ) return + table = DAILY_SPEND_TABLES[entity_type] try: - async with prisma_client.db.batch_() as batcher: - for _, transaction in transactions_to_process.items(): - entity_id = transaction.get(entity_id_field) - - # Construct the where clause dynamically - where_clause = { - unique_constraint_name: { - entity_id_field: entity_id, - "date": transaction["date"], - "api_key": transaction["api_key"], - "model": transaction["model"], - "custom_llm_provider": transaction.get("custom_llm_provider") or "", - "mcp_namespaced_tool_name": transaction.get("mcp_namespaced_tool_name") - or "", - "endpoint": transaction.get("endpoint") or "", - } - } - - # Get the table dynamically - table = getattr(batcher, table_name) - - # Additive metrics that older queued rows may omit; one - # enumeration feeds both the create and the increment below - optional_metrics = { - field: value - for field, value in ( - ("cache_read_input_tokens", transaction.get("cache_read_input_tokens")), - ( - "cache_creation_input_tokens", - transaction.get("cache_creation_input_tokens"), - ), - ("compression_saved_tokens", transaction.get("compression_saved_tokens")), - ( - "compression_savings_spend", - transaction.get("compression_savings_spend"), - ), - ( - "prompt_caching_savings_spend", - transaction.get("prompt_caching_savings_spend"), - ), - ("autorouter_savings_spend", transaction.get("autorouter_savings_spend")), - ) - if value is not None - } - - # Only tag rows carry a request_id. Resolved to a spreadable - # value here so both payloads are built in one shot: a dict - # appended to after construction is one nobody can reason about - # by reading its literal. - tag_request_id: Mapping[str, Any] = ( - MappingProxyType({"request_id": transaction["request_id"]}) - if entity_type == "tag" and "request_id" in transaction - else _NO_TAG_REQUEST_ID - ) - - # Common data structure for both create and update - common_data = { - entity_id_field: entity_id, - "date": transaction["date"], - "api_key": transaction["api_key"], - "model": transaction.get("model"), - "model_group": transaction.get("model_group"), - "mcp_namespaced_tool_name": transaction.get("mcp_namespaced_tool_name") or "", - "custom_llm_provider": transaction.get("custom_llm_provider"), - "endpoint": transaction.get("endpoint") or "", - "prompt_tokens": transaction["prompt_tokens"], - "completion_tokens": transaction["completion_tokens"], - "spend": transaction["spend"], - "api_requests": transaction["api_requests"], - "successful_requests": transaction["successful_requests"], - "failed_requests": transaction["failed_requests"], - **optional_metrics, - **tag_request_id, - } - - update_data = { - "prompt_tokens": {"increment": transaction["prompt_tokens"]}, - "completion_tokens": {"increment": transaction["completion_tokens"]}, - "spend": {"increment": transaction["spend"]}, - "api_requests": {"increment": transaction["api_requests"]}, - "successful_requests": {"increment": transaction["successful_requests"]}, - "failed_requests": {"increment": transaction["failed_requests"]}, - **{field: {"increment": value} for field, value in optional_metrics.items()}, - # An existing row predating the endpoint column gets it filled in here - "endpoint": transaction.get("endpoint") or "", - **tag_request_id, - } - - table.upsert( - where=where_clause, - data={ - "create": common_data, - "update": update_data, - }, - ) + # One statement per batch rather than per key: the same rows are + # aggregated, but concurrent writers no longer hold a batch's worth + # of row locks across a hundred round trips. + merged_batch = merge_by_conflict_key( + table=table, transactions=tuple(transactions_to_process.values()) + ) + sql, params = build_bulk_upsert(table=table, batch=merged_batch) + await prisma_client.db.execute_raw(sql, *params) except Exception as batch_error: # Log detailed error information for debugging batch upsert failures # This helps diagnose issues like unique constraint violations spend_log_error( - "Daily %s spend batch upsert failed. " - "Table: %s, Constraint: %s, Batch size: %d, Error: %s", + "Daily %s spend batch upsert failed. Table: %s, Rows: %d, Error: %s", entity_type, - table_name, - unique_constraint_name, + table.name, len(transactions_to_process), str(batch_error), exc=batch_error, @@ -1733,8 +1628,6 @@ class DBSpendUpdateWriter: daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) @staticmethod @@ -1754,8 +1647,6 @@ class DBSpendUpdateWriter: daily_spend_transactions=daily_spend_transactions, entity_type="team", entity_id_field="team_id", - table_name="litellm_dailyteamspend", - unique_constraint_name="team_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) @staticmethod @@ -1775,8 +1666,6 @@ class DBSpendUpdateWriter: daily_spend_transactions=daily_spend_transactions, entity_type="org", entity_id_field="organization_id", - table_name="litellm_dailyorganizationspend", - unique_constraint_name="organization_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) @staticmethod @@ -1796,8 +1685,6 @@ class DBSpendUpdateWriter: daily_spend_transactions=daily_spend_transactions, entity_type="end_user", entity_id_field="end_user_id", - table_name="litellm_dailyenduserspend", - unique_constraint_name="end_user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) @staticmethod @@ -1817,8 +1704,6 @@ class DBSpendUpdateWriter: daily_spend_transactions=daily_spend_transactions, entity_type="agent", entity_id_field="agent_id", - table_name="litellm_dailyagentspend", - unique_constraint_name="agent_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) @staticmethod @@ -1838,8 +1723,6 @@ class DBSpendUpdateWriter: daily_spend_transactions=daily_spend_transactions, entity_type="tag", entity_id_field="tag", - table_name="litellm_dailytagspend", - unique_constraint_name="tag_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) async def _common_add_spend_log_transaction_to_daily_transaction( diff --git a/tests/proxy_unit_tests/test_update_daily_tag_spend.py b/tests/proxy_unit_tests/test_update_daily_tag_spend.py index 80616ade5ef..35e9c6796eb 100644 --- a/tests/proxy_unit_tests/test_update_daily_tag_spend.py +++ b/tests/proxy_unit_tests/test_update_daily_tag_spend.py @@ -91,17 +91,13 @@ async def test_daily_tag_spend_retries_then_succeeds(): prisma_client = MagicMock() proxy_logging_obj = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_batcher.litellm_dailytagspend = mock_table - - # Fail entering batch context 3 times with retryable DB errors, then succeed. - prisma_client.db.batch_.return_value.__aenter__ = AsyncMock( + # Fail the upsert 3 times with retryable DB errors, then succeed. + prisma_client.db.execute_raw = AsyncMock( side_effect=[ httpx.ConnectError("x"), httpx.ConnectError("x"), httpx.ConnectError("x"), - mock_batcher, + 1, ] ) @@ -138,6 +134,10 @@ async def test_daily_tag_spend_retries_then_succeeds(): daily_spend_transactions=daily_spend_transactions, ) - assert prisma_client.db.batch_.return_value.__aenter__.await_count == 4 + assert prisma_client.db.execute_raw.await_count == 4 assert sleep_mock.await_count == 3 - mock_table.upsert.assert_called_once() + # The batch is one statement, so the successful attempt is a single call carrying + # the row rather than one call per key. + final_sql = prisma_client.db.execute_raw.await_args.args[0] + assert final_sql.count("ON CONFLICT") == 1 + assert "prod-tag" in prisma_client.db.execute_raw.await_args.args[1:] diff --git a/tests/test_litellm/proxy/db/test_daily_spend_bulk_upsert.py b/tests/test_litellm/proxy/db/test_daily_spend_bulk_upsert.py new file mode 100644 index 00000000000..c2d0f64461a --- /dev/null +++ b/tests/test_litellm/proxy/db/test_daily_spend_bulk_upsert.py @@ -0,0 +1,187 @@ +"""Tests for the single-statement daily spend upsert (LIT-5291).""" + +import re + +import pytest + +from litellm.proxy.db.daily_spend_bulk_upsert import ( + DAILY_SPEND_TABLES, + build_bulk_upsert, + conflict_key, + merge_by_conflict_key, +) +from litellm.proxy.db.db_spend_update_writer import DBSpendUpdateWriter + +TAG_TABLE = DAILY_SPEND_TABLES["tag"] +USER_TABLE = DAILY_SPEND_TABLES["user"] + +# Every nullable member of the unique constraint, so a test that only varied the provider +# cannot pass while a sibling column still leaks a NULL into the conflict target. +NULLABLE_KEY_COLUMNS = ("model", "custom_llm_provider", "mcp_namespaced_tool_name", "endpoint") + + +def tag_txn(**overrides): + return { + "tag": "team-a", + "date": "2026-08-10", + "api_key": "sk-hash", + "model": "gpt-4o-mini", + "model_group": "gpt-4o-mini", + "custom_llm_provider": "openai", + "mcp_namespaced_tool_name": "", + "endpoint": "/chat/completions", + "prompt_tokens": 10, + "completion_tokens": 20, + "spend": 0.25, + "api_requests": 1, + "successful_requests": 1, + "failed_requests": 0, + "request_id": "req-1", + **overrides, + } + + +@pytest.mark.parametrize("column", NULLABLE_KEY_COLUMNS) +def test_conflict_key_normalizes_every_nullable_key_column(column): + """A NULL member can never match itself in a unique index, so the row would be + re-inserted on every flush. Each nullable key column must arrive as ''.""" + key = conflict_key(TAG_TABLE, tag_txn(**{column: None})) + + assert "" in key + assert None not in key + assert key == conflict_key(TAG_TABLE, tag_txn(**{column: ""})) + + +@pytest.mark.parametrize("order", [("null_first"), ("empty_first")]) +def test_null_and_empty_provider_merge_into_one_row(order): + """Two queue entries differing only in NULL versus '' arbitrate to the same row. + Postgres rejects one statement touching a row twice, so they must be folded first. + Asserted under both input orders: a single ordering would prove nothing here.""" + null_entry = tag_txn(custom_llm_provider=None, spend=0.25, api_requests=1) + empty_entry = tag_txn(custom_llm_provider="", spend=0.75, api_requests=3) + transactions = (null_entry, empty_entry) if order == "null_first" else (empty_entry, null_entry) + + merged = merge_by_conflict_key(TAG_TABLE, transactions) + + assert len(merged) == 1 + _, folded = merged[0] + assert folded["spend"] == pytest.approx(1.0) + assert folded["api_requests"] == 4 + + +def test_distinct_keys_are_not_merged_and_are_ordered_deterministically(): + unordered = (tag_txn(tag="z-team"), tag_txn(tag="a-team"), tag_txn(tag="m-team")) + + merged = merge_by_conflict_key(TAG_TABLE, unordered) + + assert [txn["tag"] for _, txn in merged] == ["a-team", "m-team", "z-team"] + assert merged == merge_by_conflict_key(TAG_TABLE, tuple(reversed(unordered))) + + +def test_one_statement_carries_every_row_in_the_batch(): + batch = merge_by_conflict_key(TAG_TABLE, tuple(tag_txn(tag=f"team-{i}") for i in range(100))) + + sql, params = build_bulk_upsert(TAG_TABLE, batch) + + assert sql.count("INSERT INTO") == 1 + assert len(re.findall(r"ON CONFLICT", sql)) == 1 + # 22 bound columns per row plus the inlined updated_at, so the row count is what + # separates one multi-row statement from a hundred single-row ones. + assert len(params) == 100 * 22 + assert "$2200::text" in sql + assert sql.count("(NOW() AT TIME ZONE 'UTC')") == 100 + 1 + + +def test_conflict_target_is_the_full_unique_constraint(): + sql, _ = build_bulk_upsert(TAG_TABLE, merge_by_conflict_key(TAG_TABLE, (tag_txn(),))) + + conflict_target = re.search(r"ON CONFLICT \(([^)]*)\)", sql) + assert conflict_target is not None + assert conflict_target.group(1) == ( + '"tag", "date", "api_key", "model", "custom_llm_provider", "mcp_namespaced_tool_name", "endpoint"' + ) + + +@pytest.mark.parametrize( + "column", + ["prompt_tokens", "completion_tokens", "spend", "api_requests", "successful_requests", "failed_requests"], +) +def test_counters_increment_rather_than_overwrite(column): + """An overwrite would silently discard every earlier flush's spend for that row.""" + sql, _ = build_bulk_upsert(TAG_TABLE, merge_by_conflict_key(TAG_TABLE, (tag_txn(),))) + + assert f'"{column}" = "LiteLLM_DailyTagSpend"."{column}" + EXCLUDED."{column}"' in sql + + +def test_request_id_is_preserved_when_a_later_batch_carries_none(): + sql, params = build_bulk_upsert( + TAG_TABLE, merge_by_conflict_key(TAG_TABLE, (tag_txn(request_id=None),)) + ) + + assert '"request_id" = COALESCE(EXCLUDED."request_id", "LiteLLM_DailyTagSpend"."request_id")' in sql + assert None in params + + +def test_non_tag_tables_carry_no_request_id_column(): + user_txn = {**tag_txn(), "user_id": "u-1"} + del user_txn["tag"] + + sql, _ = build_bulk_upsert(USER_TABLE, merge_by_conflict_key(USER_TABLE, (user_txn,))) + + assert "request_id" not in sql + assert '"user_id"' in sql + + +class _RecordingDb: + def __init__(self) -> None: + self.statements: list[tuple[str, tuple[object, ...]]] = [] + + async def execute_raw(self, query: str, *args: object) -> int: + self.statements.append((query, args)) + return len(args) + + +class _RecordingPrismaClient: + def __init__(self) -> None: + self.db = _RecordingDb() + + +@pytest.mark.asyncio +async def test_writer_issues_one_statement_per_batch_not_one_per_key(): + """The whole point of LIT-5291: 250 aggregated keys must not become 250 statements.""" + prisma_client = _RecordingPrismaClient() + transactions = {f"k{i}": tag_txn(tag=f"team-{i}") for i in range(250)} + + await DBSpendUpdateWriter.update_daily_tag_spend( + n_retry_times=0, + prisma_client=prisma_client, + proxy_logging_obj=None, + daily_spend_transactions=transactions, + ) + + # 250 keys at a batch size of 100 is three statements, one per batch. + assert len(prisma_client.db.statements) == 3 + assert [statement.count("ON CONFLICT") for statement, _ in prisma_client.db.statements] == [1, 1, 1] + assert transactions == {} + + +@pytest.mark.asyncio +async def test_writer_survives_a_transaction_whose_key_columns_are_null(): + """A NULL key column used to raise out of prisma and drop the whole batch's spend.""" + prisma_client = _RecordingPrismaClient() + transactions = { + "mcp": tag_txn(model=None, custom_llm_provider=None, mcp_namespaced_tool_name="server/tool"), + "chat": tag_txn(), + } + + await DBSpendUpdateWriter.update_daily_tag_spend( + n_retry_times=0, + prisma_client=prisma_client, + proxy_logging_obj=None, + daily_spend_transactions=transactions, + ) + + assert len(prisma_client.db.statements) == 1 + _, params = prisma_client.db.statements[0] + assert None not in params[:9] + assert transactions == {} diff --git a/tests/test_litellm/proxy/db/test_db_spend_update_writer.py b/tests/test_litellm/proxy/db/test_db_spend_update_writer.py index 191080e3a48..b659ef3321b 100644 --- a/tests/test_litellm/proxy/db/test_db_spend_update_writer.py +++ b/tests/test_litellm/proxy/db/test_db_spend_update_writer.py @@ -2,6 +2,7 @@ import asyncio import copy import json import os +import re import sys sys.path.insert( @@ -9,6 +10,7 @@ sys.path.insert( ) # Adds the parent directory to the system path +from collections.abc import Callable from datetime import datetime, timezone from unittest.mock import AsyncMock, MagicMock, call, patch @@ -232,21 +234,49 @@ async def test_update_database_skips_tool_usage_when_spend_logs_disabled(): assert prisma.tool_usage_transactions == [] +Statement = tuple[str, tuple[object, ...]] + + +class _RecordingDb: + """Records the statements the writer sends, in place of a real query engine.""" + + def __init__(self, execute_raw: Callable[[], int] | None = None) -> None: + self.statements: list[Statement] = [] + self._execute_raw = execute_raw + + async def execute_raw(self, query: str, *args: object) -> int: + self.statements.append((query, args)) + if self._execute_raw is not None: + return self._execute_raw() + return len(args) + + +class _RecordingPrisma: + def __init__(self, execute_raw: Callable[[], int] | None = None) -> None: + self.db = _RecordingDb(execute_raw=execute_raw) + + +def _row_values(statement: Statement, column: str) -> list[object]: + """Every row's value for one column, read out of the flat parameter tuple.""" + sql, params = statement + header = re.search(r"INSERT INTO \"[A-Za-z_]+\" \(([^)]*)\)", sql) + assert header is not None, sql + columns = header.group(1).split(", ") + stride = len(columns) - 1 # updated_at is inlined, not bound + offset = columns.index(f'"{column}"') + return [params[row * stride + offset] for row in range(len(params) // stride)] + + @pytest.mark.asyncio async def test_update_daily_spend_with_null_entity_id(): """ - Test that table.upsert is called even when entity_id is null + A null entity_id must still be written, so the 'global view' keeps that spend. - Ensures 'global view' has all daily spend transactions + It is stored as '' rather than NULL: a NULL can never match itself in the unique + index, so such a row would be re-inserted on every flush instead of aggregating. """ - # Setup - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_prisma_client.db.batch_.return_value.__aenter__.return_value = mock_batcher - mock_batcher.litellm_dailyuserspend = mock_table + prisma_client = _RecordingPrisma() - # Create a transaction with null entity_id daily_spend_transactions = { "test_key": { "user_id": None, # null entity_id @@ -263,49 +293,30 @@ async def test_update_daily_spend_with_null_entity_id(): } } - # Call the method await DBSpendUpdateWriter._update_daily_spend( n_retry_times=1, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=MagicMock(), daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) - # Verify that table.upsert was called - mock_table.upsert.assert_called_once() - - # Verify the where clause contains null entity_id - call_args = mock_table.upsert.call_args[1] - where_clause = call_args["where"][ - "user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint" - ] - assert where_clause["user_id"] is None - assert where_clause["date"] == "2024-01-01" - assert where_clause["api_key"] == "test-api-key" - assert where_clause["model"] == "gpt-4" - assert where_clause["custom_llm_provider"] == "openai" - assert where_clause["mcp_namespaced_tool_name"] == "" - assert where_clause["endpoint"] == "" - - # Verify the create data contains null entity_id - create_data = call_args["data"]["create"] - assert create_data["user_id"] is None - assert create_data["date"] == "2024-01-01" - assert create_data["api_key"] == "test-api-key" - assert create_data["model"] == "gpt-4" - assert create_data["custom_llm_provider"] == "openai" - assert create_data["mcp_namespaced_tool_name"] == "" - assert create_data["endpoint"] == "" - assert create_data["prompt_tokens"] == 10 - assert create_data["completion_tokens"] == 20 - assert create_data["spend"] == 0.1 - assert create_data["api_requests"] == 1 - assert create_data["successful_requests"] == 1 - assert create_data["failed_requests"] == 0 + assert len(prisma_client.db.statements) == 1 + statement = prisma_client.db.statements[0] + assert _row_values(statement, "user_id") == [""] + assert _row_values(statement, "date") == ["2024-01-01"] + assert _row_values(statement, "api_key") == ["test-api-key"] + assert _row_values(statement, "model") == ["gpt-4"] + assert _row_values(statement, "custom_llm_provider") == ["openai"] + assert _row_values(statement, "mcp_namespaced_tool_name") == [""] + assert _row_values(statement, "endpoint") == [""] + assert _row_values(statement, "prompt_tokens") == [10] + assert _row_values(statement, "completion_tokens") == [20] + assert _row_values(statement, "spend") == [0.1] + assert _row_values(statement, "api_requests") == [1] + assert _row_values(statement, "successful_requests") == [1] + assert _row_values(statement, "failed_requests") == [0] def _daily_txn(user_id: str = "user1") -> dict: @@ -333,24 +344,24 @@ async def test_update_daily_spend_does_not_retry_post_send_ambiguous_errors(): # batch (loudly), never retry it. import httpx - mock_prisma_client = MagicMock() - mock_prisma_client.db.batch_ = MagicMock(side_effect=httpx.ReadTimeout("ambiguous")) + def raise_read_timeout(): + raise httpx.ReadTimeout("ambiguous") + + prisma_client = _RecordingPrisma(execute_raw=raise_read_timeout) proxy_logging = MagicMock() proxy_logging.failure_handler = AsyncMock() with pytest.raises(httpx.ReadTimeout): await DBSpendUpdateWriter._update_daily_spend( n_retry_times=3, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=proxy_logging, daily_spend_transactions={"k1": _daily_txn()}, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) - mock_prisma_client.db.batch_.assert_called_once() + assert len(prisma_client.db.statements) == 1 @pytest.mark.asyncio @@ -359,12 +370,15 @@ async def test_update_daily_spend_retries_connect_errors(monkeypatch): # the one failure the writer may retry. import httpx - mock_batcher = MagicMock() - good_ctx = MagicMock() - good_ctx.__aenter__ = AsyncMock(return_value=mock_batcher) - good_ctx.__aexit__ = AsyncMock(return_value=None) - mock_prisma_client = MagicMock() - mock_prisma_client.db.batch_ = MagicMock(side_effect=[httpx.ConnectError("down"), good_ctx]) + outcomes = iter([httpx.ConnectError("down"), None]) + + def first_attempt_disconnects(): + outcome = next(outcomes) + if outcome is not None: + raise outcome + return 1 + + prisma_client = _RecordingPrisma(execute_raw=first_attempt_disconnects) proxy_logging = MagicMock() proxy_logging.failure_handler = AsyncMock() @@ -374,16 +388,14 @@ async def test_update_daily_spend_retries_connect_errors(monkeypatch): monkeypatch.setattr("litellm.proxy.db.db_spend_update_writer.asyncio.sleep", fake_sleep) await DBSpendUpdateWriter._update_daily_spend( n_retry_times=3, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=proxy_logging, daily_spend_transactions={"k1": _daily_txn()}, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) - assert mock_prisma_client.db.batch_.call_count == 2 + assert len(prisma_client.db.statements) == 2 @pytest.mark.asyncio @@ -393,19 +405,12 @@ async def test_update_daily_spend_sorting(): Ensures that writes are sorted between transactions to minimize deadlocks """ - # Setup - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_prisma_client.db.batch_.return_value.__aenter__.return_value = mock_batcher - mock_batcher.litellm_dailyuserspend = mock_table + prisma_client = _RecordingPrisma() - # Create a 50 transactions with out-of-order entity_ids - # In reality we sort using multiple fields, but entity_id is sufficient to test sorting - daily_spend_transactions = {} - upsert_calls = [] - for i in range(50): - daily_spend_transactions[f"test_key_{i}"] = { + # 50 transactions with out-of-order entity_ids. In reality we sort using multiple + # fields, but entity_id is sufficient to test sorting. + daily_spend_transactions = { + f"test_key_{i}": { "user_id": f"user{60-i}", # user60 ... user11, reverse order "date": "2024-01-01", "api_key": "test-api-key", @@ -418,63 +423,22 @@ async def test_update_daily_spend_sorting(): "successful_requests": 1, "failed_requests": 0, } - upsert_calls.append( - call( - where={ - "user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint": { - "user_id": f"user{i+11}", # user11 ... user60, sorted order - "date": "2024-01-01", - "api_key": "test-api-key", - "model": "gpt-4", - "custom_llm_provider": "openai", - "mcp_namespaced_tool_name": "", - "endpoint": "", - } - }, - data={ - "create": { - "user_id": f"user{i+11}", - "date": "2024-01-01", - "api_key": "test-api-key", - "model": "gpt-4", - "model_group": None, - "mcp_namespaced_tool_name": "", - "custom_llm_provider": "openai", - "endpoint": "", - "prompt_tokens": 10, - "completion_tokens": 20, - "spend": 0.1, - "api_requests": 1, - "successful_requests": 1, - "failed_requests": 0, - }, - "update": { - "prompt_tokens": {"increment": 10}, - "completion_tokens": {"increment": 20}, - "spend": {"increment": 0.1}, - "api_requests": {"increment": 1}, - "successful_requests": {"increment": 1}, - "failed_requests": {"increment": 0}, - "endpoint": "", - }, - }, - ) - ) + for i in range(50) + } - # Call the method await DBSpendUpdateWriter._update_daily_spend( n_retry_times=1, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=MagicMock(), daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) - # Verify that table.upsert was called - mock_table.upsert.assert_has_calls(upsert_calls) + assert len(prisma_client.db.statements) == 1 + written = _row_values(prisma_client.db.statements[0], "user_id") + assert written == sorted(written) + assert written[0] == "user11" and written[-1] == "user60" @pytest.mark.asyncio @@ -485,11 +449,7 @@ async def test_update_daily_spend_drains_all_batches_over_batch_size(): only the first 100 sorted items were upserted then the method returned, silently dropping the remaining entities. """ - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_prisma_client.db.batch_.return_value.__aenter__.return_value = mock_batcher - mock_batcher.litellm_dailyuserspend = mock_table + prisma_client = _RecordingPrisma() num_entities = 250 daily_spend_transactions = { @@ -511,17 +471,16 @@ async def test_update_daily_spend_drains_all_batches_over_batch_size(): await DBSpendUpdateWriter._update_daily_spend( n_retry_times=1, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=MagicMock(), daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) - assert mock_table.upsert.call_count == num_entities - assert mock_prisma_client.db.batch_.call_count == 3 + assert len(prisma_client.db.statements) == 3 + all_written = [uid for statement in prisma_client.db.statements for uid in _row_values(statement, "user_id")] + assert sorted(all_written) == sorted(f"user{i:04d}" for i in range(num_entities)) assert daily_spend_transactions == {} @@ -530,14 +489,8 @@ async def test_update_daily_spend_tag_with_request_id(): """ Test that request_id is included in update_data when updating tag transactions. """ - # Setup - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_prisma_client.db.batch_.return_value.__aenter__.return_value = mock_batcher - mock_batcher.litellm_dailytagspend = mock_table + prisma_client = _RecordingPrisma() - # Create a transaction with request_id daily_spend_transactions = { "test_key": { "tag": "prod-tag", @@ -556,26 +509,19 @@ async def test_update_daily_spend_tag_with_request_id(): } } - # Call the method await DBSpendUpdateWriter._update_daily_spend( n_retry_times=1, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=MagicMock(), daily_spend_transactions=daily_spend_transactions, entity_type="tag", entity_id_field="tag", - table_name="litellm_dailytagspend", - unique_constraint_name="tag_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name", ) - # Verify that table.upsert was called - mock_table.upsert.assert_called_once() - - # Verify request_id is in update_data - call_args = mock_table.upsert.call_args[1] - update_data = call_args["data"]["update"] - assert "request_id" in update_data - assert update_data["request_id"] == "test-request-id-123" + assert len(prisma_client.db.statements) == 1 + sql, _ = prisma_client.db.statements[0] + assert _row_values(prisma_client.db.statements[0], "request_id") == ["test-request-id-123"] + assert '"request_id" = COALESCE(EXCLUDED."request_id", "LiteLLM_DailyTagSpend"."request_id")' in sql @pytest.mark.asyncio @@ -587,12 +533,7 @@ async def test_update_daily_spend_with_none_values_in_sorting_fields(): are None, the sorting doesn't crash with TypeError: '<' not supported between instances of 'NoneType' and 'str'. """ - # Setup - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_prisma_client.db.batch_.return_value.__aenter__.return_value = mock_batcher - mock_batcher.litellm_dailyuserspend = mock_table + prisma_client = _RecordingPrisma() # Create transactions with None values in various sorting fields daily_spend_transactions = { @@ -666,17 +607,20 @@ async def test_update_daily_spend_with_none_values_in_sorting_fields(): # Call the method - this should not raise TypeError await DBSpendUpdateWriter._update_daily_spend( n_retry_times=1, - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=MagicMock(), daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) - # Verify that table.upsert was called (should be called 5 times, once for each transaction) - assert mock_table.upsert.call_count == 5 + # All five distinct rows are written, in one statement, with no NULL anywhere in + # the conflict key. + assert len(prisma_client.db.statements) == 1 + statement = prisma_client.db.statements[0] + assert len(_row_values(statement, "user_id")) == 5 + for column in ("user_id", "date", "api_key", "model", "custom_llm_provider"): + assert None not in _row_values(statement, column) # Tag Spend Tracking Tests @@ -1384,19 +1328,10 @@ async def test_update_daily_spend_logs_detailed_error_on_batch_upsert_failure(): """ from litellm._logging import verbose_proxy_logger - # Setup - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_batch_context = MagicMock() - mock_batch_context.__aenter__ = AsyncMock(return_value=mock_batcher) - mock_batcher.litellm_dailyuserspend = mock_table + def raise_constraint_violation(): + raise Exception("Unique constraint violation") - # Make the batch context manager's exit raise an exception - # This simulates a batch commit failure (e.g., unique constraint violation) - test_exception = Exception("Unique constraint violation") - mock_batch_context.__aexit__ = AsyncMock(side_effect=test_exception) - mock_prisma_client.db.batch_.return_value = mock_batch_context + prisma_client = _RecordingPrisma(execute_raw=raise_constraint_violation) # Create a transaction daily_spend_transactions = { @@ -1427,28 +1362,22 @@ async def test_update_daily_spend_logs_detailed_error_on_batch_upsert_failure(): with pytest.raises(Exception, match="Unique constraint violation"): await DBSpendUpdateWriter._update_daily_spend( n_retry_times=0, # No retries to make test faster - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=mock_proxy_logging, daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) # Verify that the error was logged with detailed information. # spend_log_error formats the message via ``%`` interpolation, so # render the call args before asserting on substrings. assert mock_error_logger.called - call = mock_error_logger.call_args - formatted = call.args[0] % call.args[1:] + logged = mock_error_logger.call_args + formatted = logged.args[0] % logged.args[1:] assert "Daily user spend batch upsert failed" in formatted - assert "Table: litellm_dailyuserspend" in formatted - assert ( - "Constraint: user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint" - in formatted - ) - assert "Batch size: 1" in formatted + assert "Table: LiteLLM_DailyUserSpend" in formatted + assert "Rows: 1" in formatted assert "Unique constraint violation" in formatted @@ -1458,13 +1387,10 @@ async def test_update_daily_spend_re_raises_exception_after_logging(): Test that when batch upsert fails, the exception is properly re-raised after logging. This ensures that error handling continues to work correctly upstream. """ - # Setup - mock_prisma_client = MagicMock() - mock_batcher = MagicMock() - mock_table = MagicMock() - mock_batch_context = MagicMock() - mock_batch_context.__aenter__ = AsyncMock(return_value=mock_batcher) - mock_batcher.litellm_dailyuserspend = mock_table + def raise_connection_lost(): + raise ValueError("Database connection lost") + + prisma_client = _RecordingPrisma(execute_raw=raise_connection_lost) # Create a transaction daily_spend_transactions = { @@ -1483,11 +1409,6 @@ async def test_update_daily_spend_re_raises_exception_after_logging(): } } - # Create a custom exception to verify it's re-raised - custom_exception = ValueError("Database connection lost") - mock_batch_context.__aexit__ = AsyncMock(side_effect=custom_exception) - mock_prisma_client.db.batch_.return_value = mock_batch_context - # Create a mock proxy_logging_obj with failure_handler as AsyncMock mock_proxy_logging = MagicMock() mock_proxy_logging.failure_handler = AsyncMock() @@ -1496,13 +1417,11 @@ async def test_update_daily_spend_re_raises_exception_after_logging(): with pytest.raises(ValueError, match="Database connection lost"): await DBSpendUpdateWriter._update_daily_spend( n_retry_times=0, # No retries to make test faster - prisma_client=mock_prisma_client, + prisma_client=prisma_client, proxy_logging_obj=mock_proxy_logging, daily_spend_transactions=daily_spend_transactions, entity_type="user", entity_id_field="user_id", - table_name="litellm_dailyuserspend", - unique_constraint_name="user_id_date_api_key_model_custom_llm_provider_mcp_namespaced_tool_name_endpoint", ) From d0c65f83f12b9693f6a1f8350165c3f211c7b464 Mon Sep 17 00:00:00 2001 From: Yassin Kortam Date: Mon, 10 Aug 2026 17:22:37 -0700 Subject: [PATCH 184/234] fix(websearch): stop leaking interception control fields to providers (#36480) The web-search interception hooks stamp _websearch_interception_emit_native_blocks and _websearch_interception_converted_stream onto kwargs to carry state across the agentic loop, but neither was registered in all_litellm_params. The param builder sweeps anything it does not recognize into the outbound request, so a provider that validates its body rejects the whole call: Bedrock Converse answers "_websearch_interception_emit_native_blocks: Extra inputs are not permitted" with a 400, which breaks every request interception touches on that route. Register both alongside their code-interpreter counterparts, which were already listed for exactly this reason. Resolves LIT-5391 --- litellm/types/utils.py | 2 ++ tests/test_litellm/test_utils.py | 32 ++++++++++++++++++++++++++++++++ 2 files changed, 34 insertions(+) diff --git a/litellm/types/utils.py b/litellm/types/utils.py index 8c7664257df..74311d59d8e 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -3385,6 +3385,8 @@ agentic_loop_internal_litellm_params: Final = [ "_code_interpreter_interception_sandbox_key", "_code_interpreter_interception_session_scoped", "_code_interpreter_interception_converted_stream", + "_websearch_interception_emit_native_blocks", + "_websearch_interception_converted_stream", ] # Proxy-owned callback credentials, stamped from admin-configured team/key callback diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py index 048d7c8f3cc..ed5a9f1dd63 100644 --- a/tests/test_litellm/test_utils.py +++ b/tests/test_litellm/test_utils.py @@ -29,6 +29,7 @@ from litellm.types.utils import ( StreamingChoices, Usage, ) +from litellm.types.utils import all_litellm_params from litellm.utils import ( ProviderConfigManager, TextCompletionStreamWrapper, @@ -36,6 +37,7 @@ from litellm.utils import ( _is_streaming_request, get_api_key, get_llm_provider, + get_non_default_completion_params, get_optional_params_image_gen, get_prompt_cache_min_tokens, is_cached_message, @@ -5254,3 +5256,33 @@ def test_function_setup_failure_log_line_shows_outer_not_doomed_ids(monkeypatch) verbose_logger.removeHandler(cap) trace_id_var.set("") session_id_var.set("") + + +WEBSEARCH_INTERNAL_CONTROL_FIELDS = ( + "_websearch_interception_emit_native_blocks", + "_websearch_interception_converted_stream", +) + + +def test_websearch_interception_control_fields_never_reach_the_provider(): + """The web-search interception hooks stamp these onto kwargs to carry state + across the agentic loop. Anything the param builder does not recognize is + swept into the provider request, and a provider that validates its body + rejects the whole call: Bedrock Converse answers + `_websearch_interception_emit_native_blocks: Extra inputs are not permitted` + with a 400, so enabling interception breaks every request it touches. + + Their code-interpreter counterparts are already registered; these were not. + """ + kwargs = { + "a_real_provider_specific_param": 1, + **{field: True for field in WEBSEARCH_INTERNAL_CONTROL_FIELDS}, + } + + non_default = get_non_default_completion_params(kwargs) + + assert non_default == {"a_real_provider_specific_param": 1}, ( + "web-search interception control fields leaked into the provider params: " + f"{sorted(set(non_default) - {'a_real_provider_specific_param'})}" + ) + assert set(WEBSEARCH_INTERNAL_CONTROL_FIELDS) <= set(all_litellm_params) From 1d3b64c66f0b2bb5f907eecb91ad9e272ad48d4b Mon Sep 17 00:00:00 2001 From: Yassin Kortam Date: Mon, 10 Aug 2026 17:38:08 -0700 Subject: [PATCH 185/234] test(e2e): cover the Anthropic web_search server tool on Bedrock (#36443) The existing web_search cells drive Claude Code's client-side WebSearch tool, which the CLI executes itself and feeds back as a tool_result. The CLI never emits a web_search_20250305 definition, so those cells stayed green while the Anthropic-managed server tool 400'd on Bedrock. Add a cell that posts the server tool to a Bedrock deployment over /v1/messages and asserts a web_search_tool_result block comes back, and reword the compat row so it no longer reads as coverage of the server tool. Model the server tool as a composed base shared with tool_search. Resolves LIT-5391 --- .../llm_claude_code_compat.yaml | 2 +- .../coverage_registry/llm_conversational.yaml | 1 + tests/e2e/coverage_registry/schema.py | 1 + ...test_bedrock_web_search_server_tool_e2e.py | 102 ++++++++++++++++++ tests/e2e/models.py | 24 +++-- 5 files changed, 123 insertions(+), 7 deletions(-) create mode 100644 tests/e2e/llm_translation/test_bedrock_web_search_server_tool_e2e.py diff --git a/tests/e2e/coverage_registry/llm_claude_code_compat.yaml b/tests/e2e/coverage_registry/llm_claude_code_compat.yaml index 6edf890f7ec..c2c17a6e764 100644 --- a/tests/e2e/coverage_registry/llm_claude_code_compat.yaml +++ b/tests/e2e/coverage_registry/llm_claude_code_compat.yaml @@ -106,5 +106,5 @@ - {id: llm.messages.anthropic.web_search.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: anthropic, capability: web_search, streaming: nonstream, assertions: [works], source: "claude_code compat matrix", rationale: "Web search server tool over Anthropic direct"} - {id: llm.messages.azure_foundry.web_search.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: azure_foundry, capability: web_search, streaming: nonstream, assertions: [works], source: "claude_code compat matrix", rationale: "Web search server tool over Azure AI Foundry"} - {id: llm.messages.bedrock_converse.web_search.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: bedrock_converse, capability: web_search, streaming: nonstream, assertions: [works], source: "claude_code compat matrix", rationale: "Web search server tool over Bedrock Converse"} -- {id: llm.messages.bedrock_invoke.web_search.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: bedrock_invoke, capability: web_search, streaming: nonstream, assertions: [works], source: "claude_code compat matrix", rationale: "Web search server tool over Bedrock Invoke"} +- {id: llm.messages.bedrock_invoke.web_search.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: bedrock_invoke, capability: web_search, streaming: nonstream, assertions: [works], source: "claude_code compat matrix", rationale: "Claude Code's client-side WebSearch tool over Bedrock Invoke; the Anthropic-managed web_search server tool is covered by llm.messages.bedrock_invoke.web_search_server_tool.nonstream.works"} - {id: llm.messages.vertex.web_search.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: vertex, capability: web_search, streaming: nonstream, assertions: [works], source: "claude_code compat matrix", rationale: "Web search server tool over Vertex AI"} diff --git a/tests/e2e/coverage_registry/llm_conversational.yaml b/tests/e2e/coverage_registry/llm_conversational.yaml index e8fc8067ee0..8163866abd1 100644 --- a/tests/e2e/coverage_registry/llm_conversational.yaml +++ b/tests/e2e/coverage_registry/llm_conversational.yaml @@ -51,6 +51,7 @@ - {id: llm.messages.anthropic.thinking.nonstream.works, module: llm, tier: P1, subject_endpoint: messages, route: anthropic, capability: thinking, streaming: nonstream, assertions: [works], source: "model_prices json", rationale: "Extended thinking via Messages API"} - {id: llm.messages.bedrock_invoke.mid_conversation_system.nonstream.cache_hit, module: llm, tier: P0, subject_endpoint: messages, route: bedrock_invoke, capability: mid_conversation_system, streaming: nonstream, assertions: [works, cache_hit], source: "llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py", rationale: "Flagged Claude 4.8+/5 must keep mid-conversation system reminders in messages; hoisting mutates the system prefix and collapses the prompt cache (#32578/#32831/#32882)", fail_before_fix: proven} - {id: llm.messages.bedrock_invoke.mid_conversation_system.nonstream.works, module: llm, tier: P0, subject_endpoint: messages, route: bedrock_invoke, capability: mid_conversation_system, streaming: nonstream, assertions: [works], source: "llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py", rationale: "Claude <= 4.7 rejects role system inside messages; unflagged models must hoist reminders into top-level system or every Claude Code session 400s (#32831)", fail_before_fix: proven} +- {id: llm.messages.bedrock_invoke.web_search_server_tool.nonstream.works, module: llm, tier: P0, subject_endpoint: messages, route: bedrock_invoke, capability: web_search_server_tool, streaming: nonstream, assertions: [works], source: "llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py", rationale: "Bedrock hosts no web_search server tool, so this only works because interception rewrites it before the upstream call and the agentic loop feeds the results back in native shape; a regression that short-circuits or forwards it instead yields raw text or AWS's 400", fail_before_fix: unproven} - {id: llm.messages.azure_foundry.mid_conversation_system.nonstream.cache_hit, module: llm, tier: P0, subject_endpoint: messages, route: azure_foundry, capability: mid_conversation_system, streaming: nonstream, assertions: [works, cache_hit], source: "llms/azure_ai/anthropic/messages_transformation.py", rationale: "Azure Foundry serves Claude on the native Anthropic contract, so flagged 4.8+/5 must keep mid-conversation system reminders in messages; hoisting mutates the system prefix and collapses the prompt cache (customer RCA gap)", fail_before_fix: proven} - {id: llm.messages.azure_foundry.mid_conversation_system.nonstream.works, module: llm, tier: P0, subject_endpoint: messages, route: azure_foundry, capability: mid_conversation_system, streaming: nonstream, assertions: [works], source: "llms/azure_ai/anthropic/messages_transformation.py", rationale: "Azure Foundry Claude <= 4.7 rejects role system inside messages; unflagged models must hoist reminders into top-level system or every Claude Code session 400s (customer RCA gap)", fail_before_fix: proven} - {id: llm.messages.vertex.mid_conversation_system.nonstream.cache_hit, module: llm, tier: P0, subject_endpoint: messages, route: vertex, capability: mid_conversation_system, streaming: nonstream, assertions: [works, cache_hit], source: "llms/vertex_ai/vertex_ai_partner_models/anthropic/experimental_pass_through/transformation.py", rationale: "Vertex serves Claude on the native Anthropic contract, so flagged 4.8+/5 must keep mid-conversation system reminders in messages; hoisting mutates the system prefix and collapses the prompt cache (customer RCA gap)", fail_before_fix: proven} diff --git a/tests/e2e/coverage_registry/schema.py b/tests/e2e/coverage_registry/schema.py index d17ea0e1e5e..2d921014f0e 100644 --- a/tests/e2e/coverage_registry/schema.py +++ b/tests/e2e/coverage_registry/schema.py @@ -73,6 +73,7 @@ LlmCapability = Literal[ "tool_use", "vision", "web_search", + "web_search_server_tool", ] diff --git a/tests/e2e/llm_translation/test_bedrock_web_search_server_tool_e2e.py b/tests/e2e/llm_translation/test_bedrock_web_search_server_tool_e2e.py new file mode 100644 index 00000000000..7ff4b5f594a --- /dev/null +++ b/tests/e2e/llm_translation/test_bedrock_web_search_server_tool_e2e.py @@ -0,0 +1,102 @@ +"""Live e2e: the Anthropic web_search server tool over Bedrock Invoke. + +Bedrock hosts none of Anthropic's ``web_search_*`` server tools, so a +``/v1/messages`` request carrying one is rejected outright with +400 "The provided request is not valid" if it reaches AWS unchanged. What makes +it work is web-search interception: the hooks rewrite the native tool into +LiteLLM's own search tool before the upstream call, Bedrock calls that tool, the +gateway runs the search, and the agentic loop feeds the results back for the +model to synthesize. The response is then rebuilt in the native shape, so a +client's citations panel sees ``server_tool_use`` and ``web_search_tool_result`` +exactly as it would from Anthropic direct. + +This cell pins that whole path. Nothing else covers it: the ``web_search`` cells +in the Claude Code compat matrix drive the CLI's *client-side* ``WebSearch`` +tool, an ordinary custom tool the CLI executes and feeds back as a +``tool_result``, and the CLI never emits a ``web_search_20250305`` definition. + +Prerequisites beyond AWS credentials: the proxy config must switch interception +on and declare a search backend. The callback entry is load-bearing; the params +block alone does not activate it. + + litellm_settings: + callbacks: ["websearch_interception"] + websearch_interception_params: + enabled_providers: ["bedrock"] + search_tool_name: e2e-search + search_tools: + - search_tool_name: e2e-search + litellm_params: + search_provider: searxng + api_base: http://127.0.0.1:8391 +""" + +from __future__ import annotations + +import pytest + +from e2e_config import unique_marker +from e2e_http import unwrap +from endpoints_client import EndpointsClient +from lifecycle import ResourceManager +from models import ( + AnthropicMessagesBody, + AnthropicWebSearchTool, + ChatMessage, + LiteLLMParamsBody, +) + +pytestmark = pytest.mark.e2e + +BEDROCK_INVOKE_BACKEND = "bedrock/invoke/us.anthropic.claude-haiku-4-5-20251001-v1:0" + +WEB_SEARCH_TOOL = AnthropicWebSearchTool( + type="web_search_20250305", + name="web_search", + max_uses=3, +) + +SEARCH_PROMPT = "Use web search to tell me one recent news headline about Anthropic." + + +class TestBedrockWebSearchServerTool: + @pytest.mark.covers("llm.messages.bedrock_invoke.web_search_server_tool.nonstream.works") + def test_web_search_server_tool_is_served( + self, endpoints_client: EndpointsClient, resources: ResourceManager + ) -> None: + """A bedrock deployment must answer a web_search server-tool request + instead of handing the tool to AWS and returning its 400.""" + model = f"e2e-bedrock-websearch-{unique_marker()}" + model_id = endpoints_client.create_model( + model, + LiteLLMParamsBody( + model=BEDROCK_INVOKE_BACKEND, + aws_region_name="us-east-1", + ), + ) + resources.defer(lambda: endpoints_client.delete_model(model_id)) + key = resources.key() + + response = unwrap( + endpoints_client.proxy.messages( + key, + AnthropicMessagesBody( + model=model, + max_tokens=512, + tools=[WEB_SEARCH_TOOL], + messages=[ChatMessage(role="user", content=SEARCH_PROMPT)], + ), + ) + ) + + assert response.content, f"no content blocks in response: {response}" + block_types = [block.type for block in response.content] + assert "web_search_tool_result" in block_types, ( + "the answer carries no web_search_tool_result block, so the search " + "either never ran or its results were not returned in the native shape " + f"a citations panel reads. blocks={block_types}" + ) + assert "text" in block_types, ( + "the model never synthesized an answer over the search results, so the " + f"agentic loop stopped early. blocks={block_types}" + ) diff --git a/tests/e2e/models.py b/tests/e2e/models.py index f1c0ede0e85..bef199cdd16 100644 --- a/tests/e2e/models.py +++ b/tests/e2e/models.py @@ -347,23 +347,35 @@ class ToolInputSchema(BaseModel): required: list[str] = [] -class AnthropicToolSearchTool(BaseModel): - """The tool_search discovery tool. `type` carries the SDK-version-pinned - suffix (e.g. ``tool_search_tool_regex_20251119``) that LiteLLM keys its - per-provider beta-header translation on; `name` is the unsuffixed - canonical name the upstream accepts.""" +class AnthropicServerTool(BaseModel): + """An Anthropic-managed tool the upstream executes itself. It carries no + `input_schema`; `type` is the SDK-version-pinned identifier LiteLLM keys its + per-provider translation on, and `name` is the unsuffixed canonical name the + upstream accepts.""" type: str name: str +class AnthropicToolSearchTool(AnthropicServerTool): + """The tool_search discovery tool, e.g. ``tool_search_tool_regex_20251119``.""" + + +class AnthropicWebSearchTool(AnthropicServerTool): + """The web_search server tool, e.g. ``web_search_20250305``. Distinct from + Claude Code's client-side ``WebSearch`` tool, which is an ordinary custom + tool the CLI executes and feeds back as a tool_result.""" + + max_uses: int | None = None + + class AnthropicCustomTool(BaseModel): name: str description: str input_schema: ToolInputSchema -type AnthropicTool = AnthropicToolSearchTool | AnthropicCustomTool +type AnthropicTool = AnthropicToolSearchTool | AnthropicWebSearchTool | AnthropicCustomTool class AnthropicMessagesBody(BaseModel): From d8762bf4db08f1457563d6dc45bae926d8f94db9 Mon Sep 17 00:00:00 2001 From: Yassin Kortam Date: Mon, 10 Aug 2026 18:41:19 -0700 Subject: [PATCH 186/234] fix(router): warn when a deployment's credentials contradict its provider (#36486) A deployment that carries one provider's credentials while resolving to another is silently broken: litellm ignores the credentials and sends the request to the resolved provider. The common shape is a Bedrock model group where one entry lost its route prefix, so `model: claude-sonnet-5` with aws_region_name set resolves to the first-party Anthropic API and returns "x-api-key header is required". Because the router load balances across the group, only the fraction of requests routed to that entry fails, which reads as an intermittent provider outage rather than a config error, and nothing at startup says otherwise. Warn at deployment registration when provider-scoped credential params (aws_*, vertex_*) sit on a model that resolves elsewhere, naming the params, the resolved provider, and the likely missing prefix. Warn only: an operator may be overriding a route deliberately, so this must not block startup. Deployments litellm cannot classify are left alone. Resolves LIT-5391 --- litellm/router.py | 7 + litellm/router_utils/common_utils.py | 79 +++++++- .../test_router_utils_common_utils.py | 172 ++++++++++++++++++ 3 files changed, 257 insertions(+), 1 deletion(-) diff --git a/litellm/router.py b/litellm/router.py index 98a5ab2a5fd..9cece2014af 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -112,6 +112,7 @@ from litellm.router_utils.common_utils import ( filter_web_search_deployments, resolve_model_group_alias, truncate_fallback_error_detail, + warn_on_provider_credential_mismatch, ) from litellm.router_utils.cooldown_cache import CooldownCache from litellm.router_utils.cooldown_handlers import ( @@ -7540,6 +7541,7 @@ class Router: """ try: litellm_params: Final[LiteLLM_Params] = LiteLLM_Params(**_litellm_params) + warn_on_provider_credential_mismatch(model_name=_model_name, litellm_params=_litellm_params) deployment = Deployment( **deployment_info, model_name=_model_name, @@ -8232,6 +8234,11 @@ class Router: if _deployment_model_id and self.has_model_id(_deployment_model_id): return None + warn_on_provider_credential_mismatch( + model_name=deployment.model_name, + litellm_params=deployment.litellm_params.model_dump(exclude_none=True), + ) + # add to model list _deployment: Final = deployment.to_json(exclude_none=True) # initialize client diff --git a/litellm/router_utils/common_utils.py b/litellm/router_utils/common_utils.py index 6fad2dd31e9..280a7defcf8 100644 --- a/litellm/router_utils/common_utils.py +++ b/litellm/router_utils/common_utils.py @@ -1,15 +1,18 @@ import hashlib import json from collections.abc import Mapping +from types import MappingProxyType from typing import TYPE_CHECKING, Final if TYPE_CHECKING: from litellm.types.llms.openai import OpenAIFileObject -from litellm._logging import verbose_logger +from litellm._logging import verbose_logger, verbose_router_logger from litellm.constants import ROUTER_FALLBACK_ERROR_DETAIL_MAX_CHARS from litellm.exceptions import BadRequestError +from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider from litellm.types.router import CredentialLiteLLMParams +from litellm.types.utils import LlmProviders def _is_proxy_admin_request(request_kwargs: Mapping[str, object] | None) -> bool: @@ -210,3 +213,77 @@ def filter_web_search_deployments( if len(healthy_deployments) > 0 and len(final_deployments) == 0: verbose_logger.warning("No deployments support web search for request") return final_deployments + + +# Credential params that only one provider family reads, paired with the providers +# that read them. A deployment carrying them while resolving elsewhere is almost +# always a missing route prefix: `model: claude-sonnet-5` with `aws_region_name` +# set resolves to the first-party Anthropic API, silently ignores the AWS +# credentials, and 401s at request time. +_AWS_PROVIDERS: Final = frozenset( + provider.value for provider in LlmProviders if provider.value.startswith(("bedrock", "sagemaker")) +) +_VERTEX_PROVIDERS: Final = frozenset( + provider.value for provider in LlmProviders if provider.value.startswith("vertex_ai") +) + +PROVIDER_SCOPED_CREDENTIAL_PARAMS: Final[Mapping[str, frozenset[str]]] = MappingProxyType( + { + "aws_access_key_id": _AWS_PROVIDERS, + "aws_profile_name": _AWS_PROVIDERS, + "aws_region_name": _AWS_PROVIDERS, + "aws_role_name": _AWS_PROVIDERS, + "aws_secret_access_key": _AWS_PROVIDERS, + "aws_session_name": _AWS_PROVIDERS, + "aws_session_token": _AWS_PROVIDERS, + "aws_web_identity_token": _AWS_PROVIDERS, + "vertex_credentials": _VERTEX_PROVIDERS, + "vertex_location": _VERTEX_PROVIDERS, + "vertex_project": _VERTEX_PROVIDERS, + } +) + + +def warn_on_provider_credential_mismatch(model_name: str, litellm_params: Mapping[str, object]) -> str | None: + """ + Warn when a deployment carries one provider's credentials but resolves to another. + + Returns the warning text (for tests), or None when the deployment is consistent + or its provider cannot be resolved. Never raises: a deployment litellm cannot + classify is left alone rather than blocking router startup. + + Only inline credential params are examined. A deployment that sources them + through ``litellm_credential_name`` resolves them after registration, so it + carries none of these keys here and is left alone rather than warned about + on incomplete information. + """ + model: Final = litellm_params.get("model") + if not isinstance(model, str) or not model: + return None + scoped: Final = tuple(param for param in PROVIDER_SCOPED_CREDENTIAL_PARAMS if litellm_params.get(param) is not None) + if not scoped: + return None + custom_llm_provider: Final = litellm_params.get("custom_llm_provider") + try: + _, resolved_provider, _, _ = get_llm_provider( + model=model, + custom_llm_provider=custom_llm_provider if isinstance(custom_llm_provider, str) else None, + ) + except BadRequestError: + return None + mismatched: Final = sorted( + param for param in scoped if resolved_provider not in PROVIDER_SCOPED_CREDENTIAL_PARAMS[param] + ) + if not mismatched: + return None + expected: Final = sorted( + {provider for param in mismatched for provider in PROVIDER_SCOPED_CREDENTIAL_PARAMS[param]} + ) + warning: Final = ( + f"Deployment '{model_name}' sets {mismatched} but 'model={model}' resolves to provider " + f"'{resolved_provider}', which ignores them. Those params are read by {expected}, so this is " + f"usually a missing route prefix (e.g. '{expected[0]}/{model}'); as written the request goes to " + f"'{resolved_provider}' and will fail on that provider's credentials." + ) + verbose_router_logger.warning(warning) + return warning diff --git a/tests/test_litellm/router_utils/test_router_utils_common_utils.py b/tests/test_litellm/router_utils/test_router_utils_common_utils.py index 0d063ad14f5..30f658d7ea2 100644 --- a/tests/test_litellm/router_utils/test_router_utils_common_utils.py +++ b/tests/test_litellm/router_utils/test_router_utils_common_utils.py @@ -1,3 +1,4 @@ +import logging from typing import Dict, List, Optional, Union from unittest.mock import Mock @@ -13,6 +14,8 @@ from litellm.router_utils.common_utils import ( filter_web_search_deployments, resolve_model_group_alias, truncate_fallback_error_detail, + PROVIDER_SCOPED_CREDENTIAL_PARAMS, + warn_on_provider_credential_mismatch, ) @@ -584,3 +587,172 @@ class TestTruncateFallbackErrorDetail: to stay small enough that a walk over many model groups cannot compound it into an output volume that starves the process.""" assert len(truncate_fallback_error_detail("x" * 1_000_000)) < 3_000 + + +class TestWarnOnProviderCredentialMismatch: + """A deployment that carries one provider's credentials while resolving to + another is silently broken: litellm ignores the credentials and sends the + request to the resolved provider, which 401s. The classic shape is a bedrock + model group where one entry lost its route prefix, which fails only on the + requests the router happens to send to that entry.""" + + def test_warns_when_aws_params_sit_on_an_anthropic_model(self): + warning = warn_on_provider_credential_mismatch( + model_name="claude-sonnet-5", + litellm_params={"model": "claude-sonnet-5", "aws_region_name": "eu-central-1"}, + ) + + assert warning is not None + assert "aws_region_name" in warning + assert "anthropic" in warning + assert "bedrock/claude-sonnet-5" in warning + + def test_silent_when_the_prefix_is_present(self): + assert ( + warn_on_provider_credential_mismatch( + model_name="claude-sonnet-5", + litellm_params={ + "model": "bedrock/invoke/us.anthropic.claude-haiku-4-5-20251001-v1:0", + "aws_region_name": "eu-central-1", + }, + ) + is None + ) + + def test_silent_when_custom_llm_provider_supplies_the_route(self): + """An operator may name the provider explicitly instead of prefixing the + model; that is consistent and must not warn.""" + assert ( + warn_on_provider_credential_mismatch( + model_name="claude-sonnet-5", + litellm_params={ + "model": "anthropic.claude-sonnet-4-5-20250929-v1:0", + "custom_llm_provider": "bedrock", + "aws_region_name": "eu-central-1", + }, + ) + is None + ) + + def test_silent_when_no_provider_scoped_credentials_are_set(self): + assert ( + warn_on_provider_credential_mismatch( + model_name="gpt-5.5", litellm_params={"model": "gpt-5.5"} + ) + is None + ) + + def test_vertex_params_name_vertex_not_bedrock(self): + """The hint must follow the params that were actually set, otherwise it + sends the operator to the wrong prefix.""" + warning = warn_on_provider_credential_mismatch( + model_name="claude-on-vertex", + litellm_params={"model": "claude-sonnet-5", "vertex_project": "my-project"}, + ) + + assert warning is not None + assert "vertex_ai/claude-sonnet-5" in warning + assert "bedrock" not in warning + + def test_silent_for_a_model_litellm_cannot_classify(self): + """An unresolvable model must not warn and must not raise: this runs on + the router startup path, so a wrong guess would spam every boot.""" + assert ( + warn_on_provider_credential_mismatch( + model_name="mystery", + litellm_params={"model": "not-a-real-provider-model-xyz", "aws_region_name": "us-east-1"}, + ) + is None + ) + + def test_router_warns_for_a_config_shaped_model_list(self, caplog): + """The whole point is that this fires where operators declare models, so + drive Router rather than the helper.""" + with caplog.at_level(logging.WARNING, logger="LiteLLM Router"): + Router( + model_list=[ + { + "model_name": "claude-sonnet-5", + "litellm_params": { + "model": "bedrock/invoke/us.anthropic.claude-haiku-4-5-20251001-v1:0", + "aws_region_name": "us-east-1", + }, + }, + { + "model_name": "claude-sonnet-5", + "litellm_params": { + "model": "claude-sonnet-5", + "aws_region_name": "us-east-1", + }, + }, + ] + ) + + mismatch_warnings = [r for r in caplog.records if "resolves to provider" in r.getMessage()] + assert len(mismatch_warnings) == 1, ( + "exactly the prefix-less deployment should warn; " + f"got {[r.getMessage() for r in mismatch_warnings]}" + ) + assert "aws_region_name" in mismatch_warnings[0].getMessage() + + @pytest.mark.parametrize( + "model", + [ + "bedrock/mantle/anthropic.claude-sonnet-4-5-20250929-v1:0", + "bedrock/converse/us.anthropic.claude-haiku-4-5-20251001-v1:0", + "sagemaker/my-endpoint", + ], + ) + def test_silent_for_every_aws_family_route(self, model): + """The AWS family is wider than 'bedrock': mantle, sagemaker and the + sagemaker variants all read aws_* legitimately. Warning on any of them + would tell an operator to 'fix' a working deployment, so the provider + set is derived from LlmProviders rather than hand-listed.""" + assert ( + warn_on_provider_credential_mismatch( + model_name="aws-deployment", + litellm_params={"model": model, "aws_region_name": "us-east-1"}, + ) + is None + ) + + def test_every_aws_family_provider_is_covered(self): + """Pins the derivation itself: a newly added bedrock_*/sagemaker_* provider + must join the set automatically, or it starts drawing false warnings.""" + from litellm.types.utils import LlmProviders + + aws_family = {p.value for p in LlmProviders if p.value.startswith(("bedrock", "sagemaker"))} + assert aws_family <= PROVIDER_SCOPED_CREDENTIAL_PARAMS["aws_region_name"] + assert {"bedrock", "bedrock_mantle", "sagemaker", "sagemaker_chat", "sagemaker_nova"} <= aws_family + + def test_silent_when_credentials_come_from_a_named_credential(self): + """Named credentials resolve after registration, so the params are absent + here. Warning on that absence would fire on every such deployment.""" + assert ( + warn_on_provider_credential_mismatch( + model_name="claude-sonnet-5", + litellm_params={ + "model": "bedrock/invoke/us.anthropic.claude-haiku-4-5-20251001-v1:0", + "litellm_credential_name": "my-aws-creds", + }, + ) + is None + ) + + @pytest.mark.parametrize("provider", ["bedrock_mantle", "sagemaker_nova"]) + def test_silent_for_aws_providers_named_explicitly(self, provider): + """The false-positive shape: an operator names a less common AWS provider + directly, so the model string carries no route prefix to key off. A + hand-listed provider set misses these and tells them to 'fix' a working + deployment by prefixing it with bedrock/.""" + assert ( + warn_on_provider_credential_mismatch( + model_name="aws-deployment", + litellm_params={ + "model": "anthropic.claude-sonnet-4-5-20250929-v1:0", + "custom_llm_provider": provider, + "aws_region_name": "us-east-1", + }, + ) + is None + ) From 79d412efc2ad61f252eb47c04c881f7609520cd1 Mon Sep 17 00:00:00 2001 From: tin-berri Date: Mon, 10 Aug 2026 18:52:03 -0700 Subject: [PATCH 187/234] fix: net prompt-caching savings against the cache-write premium (#36452) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * fix: net prompt-caching savings against the cache-write premium Prompt-caching savings priced only the cache-read discount and ignored what the provider charges to create the cache entry. Anthropic bills cache writes at 1.25x the input rate, so a request that writes a large cache and reads little from it is a net loss that the dashboard reported as a gain -- or, on a pure cold write, as a flat zero. The counterfactual the number answers is "what would this have cost with caching off", where every token is billed at the input rate. Since prompt_tokens partitions disjointly into text + reads + writes, that gives savings = reads * (input - read_rate) - writes * (write_rate - input) The write term is the premium over the input rate, not the full write cost: the tokens would have been paid for at the input rate anyway, so only the markup is attributable to caching. The premium stays signed rather than clamped. Three models in the pricing map price writes below input, and clamping would silently drop that saving. A model with no cache_creation_input_token_cost falls open to the input cost, yielding a zero premium -- this is why the change is a no-op for the implicit caching providers (OpenAI, Gemini), which publish no write price, and bites exactly on Anthropic and Bedrock. Verified live through the proxy on a mock Anthropic rig across four cases (cold pure-write, warm pure-read, write-heavy, read-heavy). Reported total matched the derived net to the cent, including the negatives; the read-only case is unchanged. Pre-existing rows are not backfilled, so a range spanning the deploy mixes gross and net. * fix: read a zero cache-write price as unpublished, not free deepseek-chat carries a literal 0.0 cache_creation_input_token_cost. The fall-open only caught None, so the zero was taken at face value and the premium became 0 - input_cost -- reporting a fabricated saving of writes * input_cost on traffic that cached nothing. No provider gives cache writes away, so a falsy price means the same thing an absent one does. * test: pin that the read leg keeps a literal zero price The two zero prices mean opposite things and the asymmetry was unpinned. A free cache write is unpublished pricing; a free cache read is real, and 15 models charge for input while serving reads for nothing. Copying the write leg's falsy fall-open onto the read leg would zero out their savings. * refactor: resolve caching rates through the established pricing helpers Addresses Greptile's P1 and P2, and replaces hand-rolled pricing lookup with the patterns this file and the cost calculator already own: - Deployment pricing first: rates now resolve through _effective_model_info (Router.get_deployment_model_info), the same helper the autorouter driver uses, falling back to _model_info public rates. A deployment with negotiated cache rates previously priced at the public map -- a 3x error on the repro. - Individual prices read via _get_cost_per_unit, the cost calculator's accessor, which also coerces string prices from config.yaml and resolves service-tier suffixes; the previous raw .get() handled neither. - Pricing tests no longer monkeypatch litellm.get_model_info; each case now pins a real pricing-map entry with a fixture-drift assertion, and the deployment-rate case follows the existing Router-fixture test pattern. Behaviour on public rates is unchanged: 101 tests pass, including the exact same live-verified formula. * fix(cost-optimization): computeCacheLeakage divides net savings by all cached tokens, not reads alone prompt_caching_savings_spend is net of the cache-write premium since PR #36452. computeCacheLeakage was still dividing by cache_read_tokens alone, which: 1. Overstates the per-token rate on traffic that writes and reads cache equally: a 1:1 read:write key shows rate = 0.002, not 0.001, if net savings is /bin/zsh.002 2. Flips the sign on write-heavy traffic: when writes cost more than reads save (common on Anthropic and Bedrock), the aggregate net can go negative, but dividing by reads alone would show a positive 'potential savings' for keys that don't cache yet — recommending they start caching when it's currently losing money overall Fix: divide realizedCachingSavings by (cacheReadTokens + cacheCreationTokens), matching the semantic that a key starting to cache pays those write premiums too. When the rate is non-positive, price nothing (potentialSavings stays null, renders as '—'), reusing the existing no-data fallback path. The card can't meaningfully estimate savings from a losing rate. Rename discountPerToken → netSavingsPerCachedToken to surface the semantics and prevent this drift in future. Update Usage tab and Cache Leakage card tooltips to describe net-of-premium cost. Add tests for 1:1 read:write traffic and write-heavy negative-net traffic. --- litellm/proxy/spend_tracking/savings.py | 100 +++++-- .../proxy/db/test_db_spend_update_writer.py | 2 + .../proxy/spend_tracking/test_savings.py | 273 +++++++++++++++++- .../_components/CacheLeakageCard.test.tsx | 2 +- .../_components/CacheLeakageCard.tsx | 5 +- .../_components/UsageTab.tsx | 4 +- .../_components/costOptimizationUtils.test.ts | 53 +++- .../_components/costOptimizationUtils.ts | 20 +- ui/litellm-dashboard/tsconfig.tsbuildinfo | 2 +- 9 files changed, 411 insertions(+), 50 deletions(-) diff --git a/litellm/proxy/spend_tracking/savings.py b/litellm/proxy/spend_tracking/savings.py index 3332afc0a4b..448723ab3bc 100644 --- a/litellm/proxy/spend_tracking/savings.py +++ b/litellm/proxy/spend_tracking/savings.py @@ -13,7 +13,7 @@ from typing import TYPE_CHECKING, Final, NamedTuple import litellm from litellm._logging import verbose_proxy_logger -from litellm.litellm_core_utils.llm_cost_calc.utils import generic_cost_per_token +from litellm.litellm_core_utils.llm_cost_calc.utils import _get_cost_per_unit, generic_cost_per_token if TYPE_CHECKING: from litellm.router import Router @@ -26,29 +26,42 @@ class SavingsSpend(NamedTuple): autorouter: float = 0.0 -def _input_and_cache_read_cost(model: str | None, custom_llm_provider: str | None) -> tuple[float, float]: +def _input_cache_read_and_write_cost(info: ModelInfo | None) -> tuple[float, float, float]: """ - Return ``(input_cost_per_token, cache_read_cost_per_token)`` for a model. + Return ``(input_cost, cache_read_cost, cache_write_cost)`` per token. - Falls open to ``(0.0, 0.0)`` when the model is unknown so savings degrade to - zero rather than raising inside the spend writer. When a model has no - separate cache-read price the cache-read cost mirrors the input cost, which - yields zero caching savings. + ``info`` is whatever pricing the caller resolved -- deployment rates when the + request came through a router deployment, public rates otherwise -- so a + negotiated price is honoured here rather than silently replaced by the list rate. + ``None`` falls open to ``(0.0, 0.0, 0.0)`` so savings degrade to zero rather than + raising inside the spend writer. + + Prices are read through ``_get_cost_per_unit``, the same accessor the cost + calculator uses, which coerces the string prices a ``config.yaml`` can produce + (``"3e-7"``) and resolves service-tier suffixes. + + An absent cache price mirrors the input cost, which yields a zero discount on the + read leg and a zero premium on the write leg. Mirroring rather than taking + ``_get_cost_per_unit``'s 0.0 default is load-bearing on the write leg: a zero write + price would make the premium ``0 - input_cost``, turning a model that simply has no + write pricing into a spurious extra saving. + + The two legs then differ on an explicit ``0.0``, and the asymmetry is deliberate. A + free cache *write* does not exist -- entries carrying a literal zero (``deepseek-chat`` + does) mean "no separate price", so a falsy write price also mirrors input. A free + cache *read* is real: 15 models charge for input and serve reads for nothing, which + is the largest discount available, so the read leg keeps its literal zero. """ - if not model: - return 0.0, 0.0 - try: - info: Final = litellm.get_model_info(model=model, custom_llm_provider=custom_llm_provider) - except Exception as e: # noqa: BLE001 # get_model_info raises bare Exception for unmapped models; degrade to zero savings - verbose_proxy_logger.debug( - "savings: no model info for provider=%s model=%s (%s)", custom_llm_provider, model, e - ) - return 0.0, 0.0 - input_cost: Final = float(info.get("input_cost_per_token") or 0.0) - cache_read_cost: Final = info.get("cache_read_input_token_cost") - if cache_read_cost is None: - return input_cost, input_cost - return input_cost, float(cache_read_cost) + if info is None: + return 0.0, 0.0, 0.0 + input_cost: Final = _get_cost_per_unit(info, "input_cost_per_token") or 0.0 + cache_read_cost: Final = _get_cost_per_unit(info, "cache_read_input_token_cost", default_value=None) + cache_write_cost: Final = _get_cost_per_unit(info, "cache_creation_input_token_cost", default_value=None) + return ( + input_cost, + input_cost if cache_read_cost is None else cache_read_cost, + cache_write_cost if cache_write_cost else input_cost, + ) class _ModelIdentity(NamedTuple): @@ -434,10 +447,28 @@ def compute_savings_spend( Dollar savings for one request, split by optimization driver. Compression savings price the tokens compression removed at the model's - input rate. Prompt-caching savings price the cache-read tokens at the - difference between the input rate and the discounted cache-read rate; the - read count is derived here from ``usage_object`` so no caller can hand in a - count that disagrees with the usage record. Auto-router savings compare the + input rate. Prompt-caching savings are NET: the cache-read discount minus the + premium paid to write those entries, both derived here from ``usage_object`` so no + caller can hand in a count that disagrees with the usage record. + + The net form follows from what the request would have cost with caching off. The + provider reports ``prompt_tokens`` as the inclusive total of three disjoint + partitions (uncached text, cache reads, cache writes), so an uncached counterfactual + bills every one of those tokens at the flat input rate:: + + would_have_cost = (text + reads + writes) * input + actually_cost = text * input + reads * read_rate + writes * write_rate + savings = reads * (input - read_rate) - writes * (write_rate - input) + + So the write leg subtracts the write PREMIUM, not the whole write cost: those tokens + had to be sent either way, and the counterfactual already pays the input rate for + them. The premium stays signed, because a handful of models price writes below their + input rate and there the write is a genuine extra saving. + + A request that only writes cache and gets no hits therefore reports negative savings, + which is accurate: it really did cost more than the uncached call would have. The + daily rollup increments arithmetically, so those rows offset positive ones in the + same bucket. Auto-router savings compare the served ``model`` against the counterfactual baseline the router recorded on its ``routing_decision``, and are zero unless the two differ. That record also says whether the conversation was already underway, which is what tells @@ -454,10 +485,21 @@ def compute_savings_spend( the same way; that is pre-existing behaviour on two shipped drivers rather than something introduced here, and moving those numbers is its own change. """ - input_cost, cache_read_cost = _input_and_cache_read_cost(model, custom_llm_provider) + # Deployment rates when the request came through one, public rates otherwise -- + # `_effective_model_info` merges a deployment's configured prices over the built-in + # map, so a negotiated price is not silently replaced by the list rate. + router_instance: Router | None = llm_router() if llm_router else None + identity: Final = _resolve_model(model, custom_llm_provider) + pricing: Final = _effective_model_info(router_instance, model_id, model or "") or ( + _model_info(identity) if identity else None + ) + input_cost, cache_read_cost, cache_write_cost = _input_cache_read_and_write_cost(pricing) compression: Final = max(compression_saved_tokens, 0) * input_cost cache_read_input_tokens: Final = extract_cache_read_tokens(usage_object) - prompt_caching: Final = max(cache_read_input_tokens, 0) * max(input_cost - cache_read_cost, 0.0) + cache_creation_input_tokens: Final = extract_cache_creation_tokens(usage_object) + read_discount: Final = max(cache_read_input_tokens, 0) * max(input_cost - cache_read_cost, 0.0) + write_premium: Final = max(cache_creation_input_tokens, 0) * (cache_write_cost - input_cost) + prompt_caching: Final = read_discount - write_premium usage: Final = _usage_from_spend_log(usage_object) if usage is None or not model: @@ -480,9 +522,7 @@ def compute_savings_spend( # Absent means the router never recorded a shape, which is the conservative # reading: charge the cache write rather than claim a first turn's saving. conversation_continuing=decision.get("conversation_continuing") is not False, - selected_info=_effective_model_info( - (router_instance := llm_router() if llm_router else None), model_id, model or "" - ), + selected_info=_effective_model_info(router_instance, model_id, model or ""), baseline_info=_effective_model_info(router_instance, baseline_id, baseline_model or ""), cost_breakdown=cost_breakdown, ) diff --git a/tests/test_litellm/proxy/db/test_db_spend_update_writer.py b/tests/test_litellm/proxy/db/test_db_spend_update_writer.py index b659ef3321b..51810a28cdd 100644 --- a/tests/test_litellm/proxy/db/test_db_spend_update_writer.py +++ b/tests/test_litellm/proxy/db/test_db_spend_update_writer.py @@ -2115,9 +2115,11 @@ async def test_daily_transaction_carries_compression_saved_tokens(): model_info = litellm.get_model_info(model="claude-sonnet-5", custom_llm_provider="anthropic") input_cost = model_info["input_cost_per_token"] or 0.0 cache_read_cost = model_info.get("cache_read_input_token_cost") or input_cost + cache_write_cost = model_info.get("cache_creation_input_token_cost") or input_cost assert transaction["compression_savings_spend"] == pytest.approx(7600 * input_cost) assert transaction["prompt_caching_savings_spend"] == pytest.approx( 40 * max(input_cost - cache_read_cost, 0.0) + - 15 * (cache_write_cost - input_cost) ) assert transaction["compression_savings_spend"] > 0 assert transaction["prompt_caching_savings_spend"] > 0 diff --git a/tests/test_litellm/proxy/spend_tracking/test_savings.py b/tests/test_litellm/proxy/spend_tracking/test_savings.py index dc4f860ce00..1435547c434 100644 --- a/tests/test_litellm/proxy/spend_tracking/test_savings.py +++ b/tests/test_litellm/proxy/spend_tracking/test_savings.py @@ -6,13 +6,13 @@ sys.path.insert(0, os.path.abspath("../../../..")) import pytest import litellm -from litellm.router import Router from litellm.litellm_core_utils.llm_cost_calc.utils import generic_cost_per_token from litellm.proxy.spend_tracking.savings import ( _baseline_usage, compute_autorouter_savings, compute_savings_spend, ) +from litellm.router import Router from litellm.types.utils import Usage @@ -84,6 +84,236 @@ def test_prompt_caching_savings_priced_at_input_minus_cache_read(): assert result.compression == 0.0 +def _net_caching_savings_against_biller(usage_object: dict, model: str = "claude-sonnet-5") -> float: + """True net caching savings, priced by the real cost calculator. + + Bills the request as it happened, then bills the same token total with nothing + cached, and returns the difference. Deriving the expectation from + ``generic_cost_per_token`` rather than restating the formula is what makes these + tests able to fail: a wrong formula in savings.py cannot also be wrong here. + """ + prompt_tokens = usage_object["prompt_tokens"] + uncached = { + "prompt_tokens": prompt_tokens, + "completion_tokens": usage_object["completion_tokens"], + "total_tokens": prompt_tokens + usage_object["completion_tokens"], + "prompt_tokens_details": {"cached_tokens": 0, "cache_creation_tokens": 0, "text_tokens": prompt_tokens}, + } + return _cost_on(model, uncached) - _cost_on(model, usage_object) + + +def _caching_usage(read: int, written: int, text: int = 10, out: int = 100) -> dict: + prompt_tokens = text + read + written + return { + "prompt_tokens": prompt_tokens, + "completion_tokens": out, + "total_tokens": prompt_tokens + out, + "prompt_tokens_details": { + "cached_tokens": read, + "cache_creation_tokens": written, + "text_tokens": text, + }, + "cache_creation_input_tokens": written, + "cache_read_input_tokens": read, + } + + +def test_prompt_caching_savings_nets_out_the_cache_write_premium(): + """A cache-writing request is only credited the read discount minus the write premium.""" + input_cost, cache_read_cost = _anthropic_costs("claude-sonnet-5") + _, _, cache_write_cost = _flat_rates("claude-sonnet-5") + # Anthropic charges a premium to write; without it this test asserts nothing. + assert cache_write_cost > input_cost + usage_object = _caching_usage(read=20000, written=500) + result = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object=usage_object, + ) + assert result.prompt_caching == pytest.approx(_net_caching_savings_against_biller(usage_object)) + # Strictly less than the gross read discount, which is what shipped before. + assert result.prompt_caching < 20000 * (input_cost - cache_read_cost) + assert result.prompt_caching > 0 + + +def test_prompt_caching_savings_go_negative_on_a_write_only_request(): + """A cold turn that writes cache and gets no hits genuinely cost more than not caching.""" + usage_object = _caching_usage(read=0, written=20000) + result = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object=usage_object, + ) + true_savings = _net_caching_savings_against_biller(usage_object) + assert true_savings < 0 + assert result.prompt_caching == pytest.approx(true_savings) + assert result.prompt_caching < 0 + + +def test_prompt_caching_savings_negative_when_writes_outweigh_reads(): + """The wrong-sign case: a few hits against a big write bill is still a net loss.""" + usage_object = _caching_usage(read=1000, written=20000) + result = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object=usage_object, + ) + true_savings = _net_caching_savings_against_biller(usage_object) + assert true_savings < 0 + assert result.prompt_caching == pytest.approx(true_savings) + # The gross formula reported this as a saving; the sign itself is the regression. + assert result.prompt_caching < 0 + + +def test_read_only_request_is_unchanged_by_the_write_premium(): + """No cache writes means nothing to net out, so the read discount stands alone.""" + input_cost, cache_read_cost = _anthropic_costs("claude-sonnet-5") + result = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object=_caching_usage(read=20000, written=0), + ) + assert result.prompt_caching == pytest.approx(20000 * (input_cost - cache_read_cost)) + + +def test_openai_style_cache_write_tokens_are_netted_out(): + """Providers reporting writes under prompt_tokens_details are netted the same way.""" + _, _, cache_write_cost = _flat_rates("claude-sonnet-5") + input_cost, _ = _anthropic_costs("claude-sonnet-5") + with_top_level = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object={"cache_read_input_tokens": 5000, "cache_creation_input_tokens": 800}, + ) + nested_only = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object={ + "prompt_tokens_details": {"cached_tokens": 5000, "cache_write_tokens": 800}, + }, + ) + assert nested_only.prompt_caching == pytest.approx(with_top_level.prompt_caching) + assert nested_only.prompt_caching == pytest.approx( + 5000 * (input_cost - _anthropic_costs("claude-sonnet-5")[1]) - 800 * (cache_write_cost - input_cost) + ) + + +def test_model_without_a_cache_write_price_takes_no_premium(): + """An absent write price must mean zero premium, never a bonus. + + ``_get_cost_per_unit`` in the cost calculator defaults a missing price to 0.0. Were + that default copied here the premium would be ``0 - input_cost``, and a model with no + write pricing would report cache writes as free money. This is the common case: most + of the pricing map publishes a cache-read price and no cache-write price. + """ + model = "amazon.nova-2-lite-v1:0" + info = litellm.get_model_info(model=model) + input_cost = info["input_cost_per_token"] + cache_read_cost = info["cache_read_input_token_cost"] + assert info.get("cache_creation_input_token_cost") is None, ( + "fixture drifted: this test needs a model that publishes no cache-write price" + ) + + result = compute_savings_spend( + model=model, + custom_llm_provider=None, + compression_saved_tokens=0, + usage_object=_caching_usage(read=5000, written=5000), + ) + assert result.prompt_caching == pytest.approx(5000 * (input_cost - cache_read_cost)) + assert result.prompt_caching > 0 + + +def test_zero_cache_write_price_is_read_as_unpublished(): + """A ``0.0`` write price means "no separate price", not "writes are free". + + ``deepseek-chat`` carries an explicit zero in the pricing map. Taken literally the + premium would be ``0 - input_cost``, paying out a saving of ``writes * input_cost`` + on traffic that cached nothing. No provider gives cache writes away, so a falsy + price falls open to the input cost like an absent one does. + """ + info = litellm.get_model_info(model="deepseek-chat", custom_llm_provider="deepseek") + assert info.get("cache_creation_input_token_cost") == 0.0, ( + "fixture drifted: this test exists because deepseek-chat publishes a literal 0.0 write price" + ) + + result = compute_savings_spend( + model="deepseek-chat", + custom_llm_provider="deepseek", + compression_saved_tokens=0, + usage_object=_caching_usage(read=0, written=10000), + ) + assert result.prompt_caching == pytest.approx(0.0) + + +def test_zero_cache_read_price_stays_literal(): + """The read leg must NOT copy the write leg's falsy fall-open. + + The two zeros mean opposite things. A free cache *write* is unpublished pricing, so + it falls open to input. A free cache *read* is real and is the largest discount + available -- 15 models charge for input and serve reads for nothing. Falling that + open to the input cost would zero out their savings entirely. + """ + model = "gemini-robotics-er-1.5-preview" + info = litellm.get_model_info(model=model) + input_cost = info["input_cost_per_token"] + assert info.get("cache_read_input_token_cost") == 0.0 and input_cost > 0, ( + "fixture drifted: this test needs a model with paid input and free cache reads" + ) + + result = compute_savings_spend( + model=model, + custom_llm_provider=None, + compression_saved_tokens=0, + usage_object=_caching_usage(read=10000, written=0), + ) + # free reads => the whole input rate is saved, not zero + assert result.prompt_caching == pytest.approx(10000 * input_cost) + + +def test_sub_input_cache_write_price_is_an_extra_saving(): + """A few models price writes below input; there the premium is a real credit. + + Clamping the premium at zero would silently undercount these, so the subtraction + stays signed. ``azure/eu/gpt-4o-2024-11-20`` ships a write price at ~0.5x input. + """ + model = "azure/eu/gpt-4o-2024-11-20" + info = litellm.get_model_info(model=model) + input_cost = info["input_cost_per_token"] + cheap_write = info["cache_creation_input_token_cost"] + assert 0 < cheap_write < input_cost, "fixture drifted: this test needs a model pricing cache writes below input" + # no published read price, so the read leg mirrors input and contributes nothing; + # the whole result is the negative premium, i.e. a credit. + assert info.get("cache_read_input_token_cost") is None + + result = compute_savings_spend( + model=model, + custom_llm_provider=None, + compression_saved_tokens=0, + usage_object=_caching_usage(read=1000, written=4000), + ) + assert result.prompt_caching == pytest.approx(4000 * (input_cost - cheap_write)) + assert result.prompt_caching > 0 + + +def test_negative_cache_write_count_clamps_to_zero(): + """A malformed negative write count must not be read as a saving.""" + input_cost, cache_read_cost = _anthropic_costs("claude-sonnet-5") + result = compute_savings_spend( + model="claude-sonnet-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object={"cache_read_input_tokens": 1000, "cache_creation_input_tokens": -5000}, + ) + assert result.prompt_caching == pytest.approx(1000 * (input_cost - cache_read_cost)) + + def test_unknown_model_fails_open_to_zero(): result = compute_savings_spend( model="totally-made-up-model-xyz", @@ -664,6 +894,47 @@ def test_a_non_string_recorded_baseline_is_ignored(): assert result.autorouter == 0.0 +def test_prompt_caching_prices_at_the_deployment_rate_not_the_public_one(): + """A deployment's negotiated cache rates are what it really pays. + + Pricing the write premium off the public map instead reports a loss ~3x the real + one here, which is the whole point of resolving deployment pricing first. + """ + router = Router( + model_list=[ + { + "model_name": "cheap-sonnet", + "litellm_params": { + "model": "anthropic/claude-sonnet-4-5", + "input_cost_per_token": 1e-06, + "cache_creation_input_token_cost": 1.25e-06, + "cache_read_input_token_cost": 1e-07, + }, + }, + ] + ) + deployment_id = router.get_model_list(model_name="cheap-sonnet")[0]["model_info"]["id"] + + result = compute_savings_spend( + model="claude-sonnet-4-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object=_caching_usage(read=1000, written=20000), + model_id=deployment_id, + llm_router=lambda: router, + ) + at_deployment_rates = 1000 * (1e-06 - 1e-07) - 20000 * (1.25e-06 - 1e-06) + assert result.prompt_caching == pytest.approx(at_deployment_rates) + + at_public_rates = compute_savings_spend( + model="claude-sonnet-4-5", + custom_llm_provider="anthropic", + compression_saved_tokens=0, + usage_object=_caching_usage(read=1000, written=20000), + ) + assert result.prompt_caching > at_public_rates.prompt_caching + + def test_a_recorded_baseline_deployment_prices_at_its_configured_rate(): """A hardest-tier deployment with a negotiated rate is what the traffic would really have cost; pricing its model publicly misstates the saving.""" diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.test.tsx index 07e5e4edf50..7d94cae468d 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.test.tsx @@ -87,7 +87,7 @@ describe("CacheLeakageCard", () => { [ "Input tokens you sent in this range that weren't served from or written to the cache", "Share of your input tokens that were served from the cache", - "About how much you'd save if this uncached input used prompt caching. Estimated as uncached input tokens times the per-token discount your cached traffic already gets (realized cache savings ÷ cache-read tokens).", + "About how much you'd save if this uncached input used prompt caching. Estimated as uncached input tokens times what your cached traffic already nets per cached token (realized cache savings, after write premiums, ÷ cache read and write tokens). Blank when caching is not currently saving anything overall.", ].forEach((info) => expect(getByLabelText(info)).toBeInTheDocument()); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.tsx index 3bc5443b2ea..3791765e11e 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CacheLeakageCard.tsx @@ -107,7 +107,8 @@ const CacheLeakageCard: React.FC = ({ activity }) => { Cache leakage by {dimension === "model" ? "model" : "virtual key"}

{subject} sending large volumes of uncached input with a low cache hit rate are likely missing prompt - caching. Potential savings is approximate: uncached input priced at the realized cache-read discount. + caching. Potential savings is approximate: uncached input priced at what your cached traffic nets per + cached token, after cache-write premiums.

@@ -148,7 +149,7 @@ const CacheLeakageCard: React.FC = ({ activity }) => { diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx index f7d61eacb53..530f85dc83b 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.tsx @@ -200,8 +200,8 @@ const UsageTab: React.FC = ({ accessToken, activity }) => { { leaker: { alias: "leaker", metrics: { prompt_tokens: 500 } }, }), ]; - const { rows, discountPerToken } = computeCacheLeakage(results); - expect(discountPerToken).toBeCloseTo(0.002, 6); + const { rows, netSavingsPerCachedToken } = computeCacheLeakage(results); + expect(netSavingsPerCachedToken).toBeCloseTo(0.002, 6); expect(rows.map((r) => r.label)).toEqual(["leaker"]); expect(rows[0].potentialSavings).toBeCloseTo(1.0, 6); }); + it("divides net savings by cache writes as well as reads, since a new cacher pays write premiums too", () => { + const results = [ + day("2026-07-01", { + cacher: { + alias: "cacher", + metrics: { + prompt_tokens: 2000, + cache_read_input_tokens: 1000, + cache_creation_input_tokens: 1000, + prompt_caching_savings_spend: 2.0, + }, + }, + leaker: { alias: "leaker", metrics: { prompt_tokens: 500 } }, + }), + ]; + const { rows, netSavingsPerCachedToken } = computeCacheLeakage(results); + expect(netSavingsPerCachedToken).toBeCloseTo(0.001, 6); + expect(rows[0].potentialSavings).toBeCloseTo(0.5, 6); + }); + + it("declines to price leakage when write premiums leave caching net negative", () => { + const results = [ + day("2026-07-01", { + writer: { + alias: "writer", + metrics: { + prompt_tokens: 2000, + cache_read_input_tokens: 100, + cache_creation_input_tokens: 1500, + prompt_caching_savings_spend: -0.75, + }, + }, + leaker: { alias: "leaker", metrics: { prompt_tokens: 500 } }, + }), + ]; + const { rows, netSavingsPerCachedToken } = computeCacheLeakage(results); + expect(netSavingsPerCachedToken).toBeLessThan(0); + expect(rows.every((r) => r.potentialSavings === null)).toBe(true); + expect(rows.map((r) => r.label)).toEqual(["leaker", "writer"]); + }); + it("returns null estimate and ranks by uncached tokens when nobody used caching", () => { const results = [ day("2026-07-01", { @@ -115,8 +156,8 @@ describe("computeCacheLeakage", () => { small: { alias: "small", metrics: { prompt_tokens: 100 } }, }), ]; - const { rows, discountPerToken } = computeCacheLeakage(results); - expect(discountPerToken).toBeNull(); + const { rows, netSavingsPerCachedToken } = computeCacheLeakage(results); + expect(netSavingsPerCachedToken).toBeNull(); expect(rows.map((r) => r.label)).toEqual(["big", "small"]); expect(rows.every((r) => r.potentialSavings === null)).toBe(true); }); @@ -174,8 +215,8 @@ describe("computeCacheLeakage by model", () => { "claude-haiku-4-5": { prompt_tokens: 500 }, }), ]; - const { rows, discountPerToken } = computeCacheLeakage(results, "model"); - expect(discountPerToken).toBeCloseTo(0.002, 6); + const { rows, netSavingsPerCachedToken } = computeCacheLeakage(results, "model"); + expect(netSavingsPerCachedToken).toBeCloseTo(0.002, 6); expect(rows.map((r) => r.id)).toEqual(["claude-haiku-4-5"]); expect(rows[0].potentialSavings).toBeCloseTo(1.0, 6); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/costOptimizationUtils.ts b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/costOptimizationUtils.ts index d63266c5ee7..71f9c63fe99 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/costOptimizationUtils.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/costOptimizationUtils.ts @@ -25,7 +25,7 @@ export interface CacheLeakageRow { export interface CacheLeakageResult { rows: CacheLeakageRow[]; - discountPerToken: number | null; + netSavingsPerCachedToken: number | null; } export const isAnthropicModel = (model: string): boolean => /claude|anthropic/i.test(model); @@ -97,12 +97,18 @@ export const computeCacheLeakage = ( const totals = [...byEntity.values()].reduce( (agg, a) => ({ - cacheReadTokens: agg.cacheReadTokens + a.cacheReadTokens, + cachedTokens: agg.cachedTokens + a.cacheReadTokens + a.cacheCreationTokens, realizedCachingSavings: agg.realizedCachingSavings + a.realizedCachingSavings, }), - { cacheReadTokens: 0, realizedCachingSavings: 0 }, + { cachedTokens: 0, realizedCachingSavings: 0 }, ); - const discountPerToken = totals.cacheReadTokens > 0 ? totals.realizedCachingSavings / totals.cacheReadTokens : null; + // prompt_caching_savings_spend is net of the cache-write premium, so the rate has to + // divide by every token that took the cache path -- a key that starts caching pays + // those write premiums too. Dividing by reads alone overstates it and, on write-heavy + // traffic where the net is negative, would flip the sign of a real loss into a saving + const netSavingsPerCachedToken = totals.cachedTokens > 0 ? totals.realizedCachingSavings / totals.cachedTokens : null; + // A non-positive rate prices no leakage: there is no saving to extrapolate from + const rate = netSavingsPerCachedToken != null && netSavingsPerCachedToken > 0 ? netSavingsPerCachedToken : null; const rows: CacheLeakageRow[] = [...byEntity.entries()] .map(([id, a]) => { @@ -113,18 +119,18 @@ export const computeCacheLeakage = ( sublabel: dimension === "model" ? null : a.teamId, uncachedPromptTokens, cacheHitRatio: a.promptTokens > 0 ? a.cacheReadTokens / a.promptTokens : 0, - potentialSavings: discountPerToken != null ? uncachedPromptTokens * discountPerToken : null, + potentialSavings: rate != null ? uncachedPromptTokens * rate : null, }; }) .filter((row) => row.uncachedPromptTokens > 0); const sorted = rows.sort((x, y) => - discountPerToken != null + rate != null ? (y.potentialSavings ?? 0) - (x.potentialSavings ?? 0) : y.uncachedPromptTokens - x.uncachedPromptTokens, ); - return { rows: sorted.slice(0, limit), discountPerToken }; + return { rows: sorted.slice(0, limit), netSavingsPerCachedToken }; }; export interface DailyToolSpendPoint { diff --git a/ui/litellm-dashboard/tsconfig.tsbuildinfo b/ui/litellm-dashboard/tsconfig.tsbuildinfo index 4fb539329af..c2b2aeddd68 100644 --- a/ui/litellm-dashboard/tsconfig.tsbuildinfo +++ b/ui/litellm-dashboard/tsconfig.tsbuildinfo @@ -1 +1 @@ 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7055,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7117,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7169,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7226,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7331,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7393,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7453,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8173,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8373,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8697,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8742,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8795,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8853,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8912,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9066,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9129,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9330,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9383,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9594,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9648,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9803,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9861,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10171,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10211,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10285,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10338,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10393,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10738,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10778,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10840,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10905,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10948,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11012,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11069,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11142,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11283,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11371,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11532,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11668,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11814,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11881,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11982,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12104,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12187,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12337,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12402,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12572,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12660,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12831,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12914,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13072,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13119,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13184,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13393,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13486,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13709,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13783,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13941,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14130,"length":6,"messageText":"Parameter '_label' implicitly has an 'any' type.","category":1,"code":7006},{"start":14138,"length":8,"messageText":"Parameter 'keywords' implicitly has an 'any' type.","category":1,"code":7006},{"start":14157,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14370,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14445,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14804,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14893,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15008,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15252,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15434,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15513,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15739,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15819,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16078,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16162,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16288,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16374,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16408,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16487,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16573,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16869,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16922,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17154,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17234,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17332,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17540,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17595,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17636,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17682,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17741,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17790,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17931,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18020,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18114,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18213,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18400,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18479,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18570,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18642,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18734,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18825,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18897,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18937,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19008,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19071,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19113,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19237,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19321,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19462,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19512,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19584,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19654,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19710,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3007,[{"start":2048,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2105,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2299,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2369,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2557,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2629,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2847,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2912,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3097,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3177,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3353,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3427,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3741,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3326,[{"start":3271,"length":4,"code":2322,"category":1,"messageText":{"messageText":"Type '{ key_alias: string; }' is not assignable to type '{ access_group_ids?: string[] | null | undefined; agent_id?: string | null | undefined; aliases: ({ [x: string]: unknown; } & {}) | null; allowed_cache_controls: unknown[] | null; allowed_passthrough_routes?: unknown[] | ... 1 more ... | undefined; ... 43 more ...; user_id?: string | ... 1 more ... | undefined; } & {}'.","category":1,"code":2322,"next":[{"messageText":"Type '{ key_alias: string; }' is missing the following properties from type '{ access_group_ids?: string[] | null | undefined; agent_id?: string | null | undefined; aliases: ({ [x: string]: unknown; } & {}) | null; allowed_cache_controls: unknown[] | null; allowed_passthrough_routes?: unknown[] | ... 1 more ... | undefined; 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":324,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":877,"length":9,"messageText":"Cannot find name 'afterEach'.","category":1,"code":2304},{"start":1046,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1084,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1169,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1246,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1308,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1451,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1530,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1635,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1682,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1727,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1806,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1888,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1946,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1993,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2340,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2417,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2725,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2772,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2808,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2884,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2939,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3021,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3118,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3493,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3612,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3660,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4001,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4129,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4454,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4503,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4848,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4910,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4947,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5370,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5446,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6111,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6188,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6455,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6502,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6543,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6609,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6673,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6736,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6793,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6858,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6982,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7136,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7225,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7283,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7349,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7422,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7467,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7522,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7569,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7633,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7706,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7777,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7850,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7895,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7990,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8373,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8451,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8903,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8983,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9460,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9601,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9727,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9805,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9846,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10631,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10701,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10755,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11040,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11083,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11940,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12017,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12288,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3609,[{"start":3234,"length":405,"code":2741,"category":1,"messageText":"Property 'spend' is missing in type '{ team_id: string; team_alias: string; models: never[]; max_budget: null; budget_duration: null; tpm_limit: null; rpm_limit: null; organization_id: string; created_at: string; keys: never[]; members_with_roles: { ...; }[]; }' but required in type 'Team'.","relatedInformation":[{"file":"./src/components/key_team_helpers/key_list.tsx","start":604,"length":5,"messageText":"'spend' is declared here.","category":3,"code":2728}],"canonicalHead":{"code":2322,"messageText":"Type '{ team_id: string; team_alias: string; models: never[]; max_budget: null; budget_duration: null; tpm_limit: null; rpm_limit: null; organization_id: string; created_at: string; keys: never[]; members_with_roles: { ...; 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":366,"length":9,"messageText":"Cannot find name 'afterEach'.","category":1,"code":2304},{"start":417,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":500,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":569,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":702,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":944,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1191,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1266,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1353,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1621,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1713,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2502,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2590,"length":2,"messageText":"Cannot find name 'it'. 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3922,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4001,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2296,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":2533,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2966,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3069,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? 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Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":647,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":711,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":957,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1064,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1307,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1383,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1651,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1701,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1948,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1998,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2220,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2297,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2528,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5037,[{"start":15452,"length":14,"code":2339,"category":1,"messageText":"Property 'setFieldsValue' does not exist on type 'never'."}]],[5044,[{"start":780,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":813,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":891,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1067,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1117,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1321,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1371,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1570,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1620,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1789,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1848,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1981,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2053,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2107,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2176,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2342,"length":8,"messageText":"Parameter 'severity' implicitly has an 'any' type.","category":1,"code":7006},{"start":2352,"length":9,"messageText":"Parameter 'iconClass' implicitly has an 'any' type.","category":1,"code":7006},{"start":2505,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2584,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2857,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3006,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3063,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3512,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3571,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3661,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4075,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5074,[{"start":2211,"length":27,"code":2769,"category":1,"messageText":{"messageText":"No overload matches this call.","category":1,"code":2769,"next":[{"messageText":"Overload 1 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]},{"messageText":"Overload 2 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]}]},"relatedInformation":[]},{"start":2290,"length":26,"code":2769,"category":1,"messageText":{"messageText":"No overload matches this call.","category":1,"code":2769,"next":[{"messageText":"Overload 1 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]},{"messageText":"Overload 2 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]}]},"relatedInformation":[]}]],[5081,[{"start":162,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":205,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":319,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":384,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":517,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":602,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":751,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5082,[{"start":119,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":155,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":397,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":451,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":699,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":788,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":880,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1165,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1233,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1492,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1560,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1820,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5083,[{"start":211,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":252,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":384,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":454,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":615,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":698,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":788,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":875,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1063,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1159,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1503,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1570,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1738,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5084,[{"start":877,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":917,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1015,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1106,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1371,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1444,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1769,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1848,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2010,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2082,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2521,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5085,[{"start":144,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":177,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":286,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":359,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":488,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":554,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":618,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":732,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":793,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":961,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1031,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1172,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1248,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1396,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1468,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1599,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5090,[{"start":234,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":274,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":328,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":586,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":734,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":801,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":860,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":934,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1176,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1270,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1593,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1754,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1854,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2165,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2265,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2978,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5110,[{"start":1327,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1368,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":1420,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1560,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1643,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1753,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1936,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2001,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2089,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2399,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2517,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2552,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2807,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3002,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3050,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3324,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3411,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5119,[{"start":208,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":242,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":313,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":387,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":451,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":525,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":605,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":681,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":716,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":864,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":932,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1101,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1167,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1339,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1423,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1485,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1663,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1726,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1772,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1825,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1880,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1947,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1998,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5124,[{"start":1780,"length":8,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is not assignable to parameter of type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; 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userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is missing the following properties from type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }': isLoading, isAuthorized","category":1,"code":2739}]}},{"start":9161,"length":43,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is not assignable to parameter of type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is missing the following properties from type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }': isLoading, isAuthorized","category":1,"code":2739}]}},{"start":9925,"length":49,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is not assignable to parameter of type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is missing the following properties from type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }': isLoading, isAuthorized","category":1,"code":2739}]}}]],[5127,[{"start":1289,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1333,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":1385,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1470,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1555,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1983,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2065,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2169,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2232,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2336,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2827,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2932,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3338,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3438,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5128,[{"start":1095,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1140,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1240,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1328,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1450,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1515,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1580,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1646,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1719,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1847,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1907,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1987,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2076,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2153,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2365,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2448,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2667,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2733,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2804,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2875,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2946,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3152,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3237,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3318,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3660,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3775,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4480,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4543,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5113,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5183,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5249,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5314,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5387,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5450,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5536,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5606,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6202,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6401,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6492,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7036,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7113,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7209,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7669,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7769,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8053,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8141,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8718,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8763,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8858,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9141,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9220,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9317,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10052,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10169,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10926,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11048,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11258,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11342,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11688,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11745,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11809,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12493,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12573,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12799,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12875,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12970,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13379,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13461,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13585,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13673,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14146,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14273,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14311,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14587,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15220,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15344,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15870,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15931,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16078,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16146,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16431,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16510,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16585,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16669,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16949,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17018,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17096,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17635,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17702,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17731,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18128,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18213,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18295,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18429,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18515,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18984,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19073,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19537,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19632,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19951,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20035,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20109,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20480,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20553,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20628,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20780,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20876,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21111,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21289,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21353,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21416,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21487,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21715,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21887,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21974,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22069,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22354,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22438,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22757,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22795,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22868,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":23032,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23131,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":23272,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23364,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":23605,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23664,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23727,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":24089,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5130,[{"start":670,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":716,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":995,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1089,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1162,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1222,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1294,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1454,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1549,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1753,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1842,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2056,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5131,[{"start":3996,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4035,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":4596,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4716,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4881,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5120,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5236,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5326,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5637,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5726,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5833,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5966,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6046,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6260,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6329,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6674,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7270,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7329,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7736,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8233,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8399,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8492,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8559,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9053,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9290,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9374,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9471,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10207,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10299,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10389,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11156,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11215,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11418,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11919,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12012,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12079,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12511,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12724,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12783,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12940,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13560,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13619,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13899,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14216,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14312,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14349,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14720,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14808,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16116,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16263,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16304,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16365,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16423,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16570,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16687,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16758,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17564,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17823,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17915,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18021,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18571,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18654,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19116,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19176,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19528,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19625,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19846,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20037,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20097,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20201,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20539,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20657,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20743,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21048,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21381,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21478,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21789,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22011,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22109,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22439,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22614,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22971,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":23515,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23576,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":24278,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":24750,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25425,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25601,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25662,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25726,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5133,[{"start":793,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":840,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":892,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1224,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1269,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1342,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1419,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1501,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1794,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1869,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1935,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2009,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2538,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2613,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2704,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2811,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2890,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3305,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5156,[{"start":795,"length":13,"code":2322,"category":1,"messageText":{"messageText":"Type '{ organization_id: string; organization_alias: string; budget_id: string; metadata: {}; models: never[]; spend: number; model_spend: {}; created_at: string; created_by: string; updated_at: string; }[]' is not assignable to type 'Organization[]'.","category":1,"code":2322,"next":[{"messageText":"Type '{ organization_id: string; organization_alias: string; budget_id: string; metadata: {}; models: never[]; spend: number; model_spend: {}; created_at: string; created_by: string; updated_at: string; }' is missing the following properties from type 'Organization': updated_by, litellm_budget_table, teams, users, members","category":1,"code":2739,"canonicalHead":{"code":2322,"messageText":"Type '{ organization_id: string; 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":553,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":681,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":729,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":788,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":835,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":886,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":935,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1009,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1135,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1374,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1431,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1486,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[2999,[{"start":211,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":260,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":476,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":741,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1085,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1284,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1546,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1647,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1703,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1930,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2241,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2433,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2739,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2840,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3147,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3000,[{"start":1097,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1147,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1311,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1482,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1706,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1799,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1990,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2047,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2293,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2386,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2646,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2694,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2793,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3089,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3152,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3601,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3660,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3729,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4142,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4209,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4284,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4632,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4699,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4774,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5165,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5229,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5684,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5941,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6004,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6071,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6491,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6548,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6622,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6674,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7120,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7182,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7234,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7291,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7396,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7458,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7518,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8238,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8438,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8762,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8807,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8860,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8918,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8977,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9131,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9194,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9395,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9448,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9659,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9713,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9868,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9926,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10236,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10276,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10350,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10403,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10458,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10803,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10843,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10905,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10970,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11013,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11077,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11134,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11207,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11348,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11436,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11597,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11733,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11879,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11946,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12047,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12169,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12252,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12402,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12467,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12637,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12725,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12896,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12979,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13137,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13184,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13249,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13458,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13551,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13774,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13848,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14006,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14195,"length":6,"messageText":"Parameter '_label' implicitly has an 'any' type.","category":1,"code":7006},{"start":14203,"length":8,"messageText":"Parameter 'keywords' implicitly has an 'any' type.","category":1,"code":7006},{"start":14222,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14435,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14510,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14869,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14958,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15073,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15317,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15499,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15578,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15804,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15884,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16143,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16227,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16353,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16439,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16674,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17083,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17181,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17264,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17594,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17675,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17747,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17898,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18055,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18141,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18240,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18342,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18517,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18672,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18706,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18785,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18871,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19167,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19220,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19452,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19532,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19630,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19838,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19893,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19934,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19980,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20039,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20191,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20251,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20340,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20434,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20533,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20627,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20706,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20797,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20869,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20961,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21052,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21124,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21164,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21235,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21298,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21340,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21464,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21634,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21713,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21763,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21835,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21905,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21961,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3001,[{"start":196,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":238,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":501,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":595,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":679,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":786,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":890,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":976,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1134,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1208,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1349,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1425,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1463,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1587,"length":12,"messageText":"Parameter 'systemPrompt' implicitly has an 'any' type.","category":1,"code":7006},{"start":1601,"length":8,"messageText":"Parameter 'expected' implicitly has an 'any' type.","category":1,"code":7006},{"start":1620,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1707,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1746,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1823,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1920,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2040,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2116,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3019,[{"start":2048,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2105,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2299,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2369,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2557,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2629,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2847,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2912,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3097,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3177,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3353,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3427,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3741,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3343,[{"start":3271,"length":4,"code":2322,"category":1,"messageText":{"messageText":"Type '{ key_alias: string; }' is not assignable to type '{ access_group_ids?: string[] | null | undefined; agent_id?: string | null | undefined; aliases: ({ [x: string]: unknown; } & {}) | null; allowed_cache_controls: unknown[] | null; allowed_passthrough_routes?: unknown[] | ... 1 more ... | undefined; ... 45 more ...; user_id?: string | ... 1 more ... | undefined; } & {}'.","category":1,"code":2322,"next":[{"messageText":"Type '{ key_alias: string; }' is missing the following properties from type '{ access_group_ids?: string[] | null | undefined; agent_id?: string | null | undefined; aliases: ({ [x: string]: unknown; } & {}) | null; allowed_cache_controls: unknown[] | null; allowed_passthrough_routes?: unknown[] | ... 1 more ... | undefined; 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":324,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":877,"length":9,"messageText":"Cannot find name 'afterEach'.","category":1,"code":2304},{"start":1046,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1084,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1169,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1246,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1308,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1451,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1530,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1635,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1682,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1727,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1806,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1888,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1946,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1993,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2340,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2417,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2725,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2772,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2808,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2884,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2939,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3021,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3118,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3493,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3612,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3660,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4001,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4129,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4454,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4503,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4848,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4910,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4947,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5370,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5446,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6111,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6188,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6455,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6502,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6543,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6609,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6673,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6736,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6793,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6858,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6982,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7136,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7225,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7283,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7349,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7422,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7467,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7522,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7569,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7633,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7706,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7777,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7850,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7895,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7990,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8373,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8451,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8903,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8983,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9460,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9601,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9727,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9805,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9846,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10631,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10701,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10755,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11040,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11083,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11940,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12017,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12288,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[3633,[{"start":3283,"length":405,"code":2741,"category":1,"messageText":"Property 'spend' is missing in type '{ team_id: string; team_alias: string; models: never[]; max_budget: null; budget_duration: null; tpm_limit: null; rpm_limit: null; organization_id: string; created_at: string; keys: never[]; members_with_roles: { ...; }[]; }' but required in type 'Team'.","relatedInformation":[{"file":"./src/components/key_team_helpers/key_list.tsx","start":604,"length":5,"messageText":"'spend' is declared here.","category":3,"code":2728}],"canonicalHead":{"code":2322,"messageText":"Type '{ team_id: string; team_alias: string; models: never[]; max_budget: null; budget_duration: null; tpm_limit: null; rpm_limit: null; organization_id: string; created_at: string; keys: never[]; members_with_roles: { ...; 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2296,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":2533,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2966,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3069,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3402,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3581,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3675,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3768,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3933,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3976,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":4065,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4347,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4427,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[4902,[{"start":693,"length":51,"messageText":"Cannot find module '../../../../../public/assets/logos/dataforseo.png' or its corresponding type declarations.","category":1,"code":2307},{"start":768,"length":47,"messageText":"Cannot find module '../../../../../public/assets/logos/exa_ai.png' or its corresponding type declarations.","category":1,"code":2307},{"start":843,"length":51,"messageText":"Cannot find module '../../../../../public/assets/logos/google_pse.png' or its corresponding type declarations.","category":1,"code":2307},{"start":923,"length":52,"messageText":"Cannot find module '../../../../../public/assets/logos/parallel_ai.png' or its corresponding type declarations.","category":1,"code":2307},{"start":1004,"length":51,"messageText":"Cannot find module '../../../../../public/assets/logos/perplexity.png' or its corresponding type declarations.","category":1,"code":2307},{"start":1080,"length":47,"messageText":"Cannot find module '../../../../../public/assets/logos/tavily.png' or its corresponding type declarations.","category":1,"code":2307}]],[4931,[{"start":2673,"length":2,"code":2345,"category":1,"messageText":"Argument of type '{}' is not assignable to parameter of type 'void'."}]],[4974,[{"start":16511,"length":300,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ isLoading: false; 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userEmail: any; userRole: string; userRoleLabel: string; isViewOnly: boolean; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Type '{ isLoading: false; isAuthorized: true; token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: false; }' is missing the following properties from type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; userRoleLabel: string; isViewOnly: boolean; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }': userRoleLabel, isViewOnly","category":1,"code":2739}]}},{"start":32427,"length":331,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ isLoading: false; isAuthorized: true; token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: false; }' is not assignable to parameter of type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; userRoleLabel: string; isViewOnly: boolean; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Type '{ isLoading: false; isAuthorized: true; token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: false; }' is missing the following properties from type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; userRoleLabel: string; isViewOnly: boolean; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }': userRoleLabel, isViewOnly","category":1,"code":2739}]}}]],[5001,[{"start":128,"length":38,"messageText":"Cannot find module '../../public/assets/logos/milvus.svg' or its corresponding type declarations.","category":1,"code":2307},{"start":195,"length":42,"messageText":"Cannot find module '../../public/assets/logos/postgresql.svg' or its corresponding type declarations.","category":1,"code":2307},{"start":264,"length":41,"messageText":"Cannot find module '../../public/assets/logos/s3_vector.png' or its corresponding type declarations.","category":1,"code":2307}]],[5021,[{"start":3053,"length":46,"code":2352,"category":1,"messageText":{"messageText":"Conversion of type '[url: string][]' to type '[string, RequestInit][]' may be a mistake because neither type sufficiently overlaps with the other. If this was intentional, convert the expression to 'unknown' first.","category":1,"code":2352,"next":[{"messageText":"Type '[url: string]' is not comparable to type '[string, RequestInit]'.","category":1,"code":2678,"next":[{"messageText":"Source has 1 element(s) but target requires 2.","category":1,"code":2618}]}]}}]],[5044,[{"start":9097,"length":9,"messageText":"Cannot find name 'afterEach'.","category":1,"code":2304}]],[5061,[{"start":401,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":442,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":647,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":711,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":957,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1064,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1307,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1383,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1651,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1701,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1948,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1998,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2220,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2297,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2528,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5064,[{"start":15452,"length":14,"code":2339,"category":1,"messageText":"Property 'setFieldsValue' does not exist on type 'never'."}]],[5071,[{"start":780,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":813,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":891,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1067,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1117,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1321,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1371,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1570,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1620,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1789,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1848,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1981,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2053,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2107,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2176,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2342,"length":8,"messageText":"Parameter 'severity' implicitly has an 'any' type.","category":1,"code":7006},{"start":2352,"length":9,"messageText":"Parameter 'iconClass' implicitly has an 'any' type.","category":1,"code":7006},{"start":2505,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2584,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2857,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3006,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3063,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3512,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3571,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3661,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4075,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5076,[{"start":7838,"length":12,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ userId: string; accessToken: string; userRole: string; token: string; userEmail: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is not assignable to parameter of type '{ userId: string; accessToken: string; userRole: string; isViewOnly: boolean; token: string; userEmail: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Property 'isViewOnly' is missing in type '{ userId: string; accessToken: string; userRole: string; token: string; userEmail: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' but required in type '{ userId: string; accessToken: string; userRole: string; isViewOnly: boolean; token: string; userEmail: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }'.","category":1,"code":2741}]},"relatedInformation":[{"start":862,"length":17,"messageText":"'isViewOnly' is declared here.","category":3,"code":2728}]},{"start":8619,"length":272,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ userId: string; accessToken: string; userRole: string; token: string; userEmail: string; premiumUser: false; disabledPersonalKeyCreation: false; showSSOBanner: false; }' is not assignable to parameter of type '{ userId: string; accessToken: string; userRole: string; isViewOnly: boolean; token: string; userEmail: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Property 'isViewOnly' is missing in type '{ userId: string; accessToken: string; userRole: string; token: string; userEmail: string; premiumUser: false; disabledPersonalKeyCreation: false; showSSOBanner: false; }' but required in type '{ userId: string; accessToken: string; userRole: string; isViewOnly: boolean; token: string; userEmail: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }'.","category":1,"code":2741}]},"relatedInformation":[{"start":862,"length":17,"messageText":"'isViewOnly' is declared here.","category":3,"code":2728}]}]],[5101,[{"start":2211,"length":27,"code":2769,"category":1,"messageText":{"messageText":"No overload matches this call.","category":1,"code":2769,"next":[{"messageText":"Overload 1 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]},{"messageText":"Overload 2 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]}]},"relatedInformation":[]},{"start":2290,"length":26,"code":2769,"category":1,"messageText":{"messageText":"No overload matches this call.","category":1,"code":2769,"next":[{"messageText":"Overload 1 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]},{"messageText":"Overload 2 of 2, '(id: Matcher, options?: SelectorMatcherOptions | undefined): HTMLElement', gave the following error.","category":1,"code":2772,"next":[{"messageText":"Argument of type 'string | null' is not assignable to parameter of type 'Matcher'.","category":1,"code":2345,"next":[{"messageText":"Type 'null' is not assignable to type 'Matcher'.","category":1,"code":2322}]}]}]},"relatedInformation":[]}]],[5108,[{"start":162,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":205,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":319,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":384,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":517,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":602,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":751,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5109,[{"start":119,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":155,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":397,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":451,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1820,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5110,[{"start":211,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":252,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":384,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":454,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":615,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":698,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":788,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":875,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1063,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1159,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1503,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1570,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1738,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5111,[{"start":877,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":917,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1015,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1106,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1371,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1444,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1769,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1848,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2010,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2082,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2521,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5112,[{"start":144,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":177,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":286,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":359,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":488,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":554,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":618,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":732,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":793,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":961,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1031,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1172,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1248,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1396,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1468,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1599,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5117,[{"start":234,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":274,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":328,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":586,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":734,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":801,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":860,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":934,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1176,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1270,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1593,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1754,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1854,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2165,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2265,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2978,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5137,[{"start":1327,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1368,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":1420,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1560,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1643,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1753,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1936,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2001,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2089,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2399,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2517,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2552,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2807,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3002,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3050,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3324,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3411,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5146,[{"start":208,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":242,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":313,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":387,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":451,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":525,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":605,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":681,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":716,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":864,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":932,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1101,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1167,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1339,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1423,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1485,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1663,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1726,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1772,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1825,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1880,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1947,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1998,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5151,[{"start":1780,"length":8,"code":2345,"category":1,"messageText":{"messageText":"Argument of type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; premiumUser: boolean; disabledPersonalKeyCreation: boolean; showSSOBanner: boolean; }' is not assignable to parameter of type '{ isLoading: boolean; isAuthorized: boolean; token: string | null; accessToken: any; userId: any; userEmail: any; userRole: string; userRoleLabel: string; isViewOnly: boolean; premiumUser: any; disabledPersonalKeyCreation: any; showSSOBanner: boolean; }'.","category":1,"code":2345,"next":[{"messageText":"Type '{ token: string; accessToken: string; userId: string; userEmail: string; userRole: string; 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Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1333,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":1385,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1470,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1555,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1983,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2065,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2169,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2232,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2336,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2827,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2932,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3338,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3438,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5155,[{"start":613,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":1162,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1265,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1310,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1588,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1664,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1760,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2147,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2229,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2335,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2409,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2486,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2840,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2914,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3107,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3166,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3411,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3588,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3647,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3778,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5156,[{"start":1095,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1140,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1240,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1328,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1450,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1515,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1580,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1646,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1719,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1847,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1907,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1987,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2076,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2153,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2365,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2448,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2667,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2733,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2804,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2875,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2946,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3152,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3237,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3318,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3660,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":3775,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4480,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":4543,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5113,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5183,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5249,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5314,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5387,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5450,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5536,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5606,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6202,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6401,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6492,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7036,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7113,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7209,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7669,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7769,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8053,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8141,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8718,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8763,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8858,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9141,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9220,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9317,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10052,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10169,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10926,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11048,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11258,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11342,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11688,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11745,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11809,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12493,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12573,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12799,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12875,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12970,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13379,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13461,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13585,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13673,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14146,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14273,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14311,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14587,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15220,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15344,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15870,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15931,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16078,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16146,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16431,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16510,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16585,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16669,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16949,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17018,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17096,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17635,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17702,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17731,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18128,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18213,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18295,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18429,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18515,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18984,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19073,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19537,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19632,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19951,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20035,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20109,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20480,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20553,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20628,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20780,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20876,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21119,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21401,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21497,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21870,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21908,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21985,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22582,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22681,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22984,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23072,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":23760,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23840,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":24328,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":24422,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":24901,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":24939,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25012,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":25247,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":25425,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25489,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25552,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25623,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25702,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":25874,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25961,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26056,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":26341,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26425,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":26744,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26782,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26855,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":27019,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":27118,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":27259,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":27351,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":27592,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":27651,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":27714,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":28076,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5158,[{"start":670,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":716,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":995,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1089,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1162,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1222,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1294,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1454,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1549,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1753,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1842,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2056,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5159,[{"start":4335,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":4374,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":4991,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5111,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5276,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5515,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":5631,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":5721,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6032,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6121,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6228,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6361,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6441,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":6655,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":6724,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7069,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":7665,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":7724,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8131,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":8628,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8794,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8887,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":8954,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":9448,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9685,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9769,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":9866,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":10602,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10694,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":10784,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":11551,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11610,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":11813,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12314,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12407,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":12474,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":12906,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13119,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13178,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":13335,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":13955,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14014,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14294,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14611,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":14707,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":14744,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":15115,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":15203,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":16511,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16658,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16699,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16760,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16818,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":16965,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17082,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":17153,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":17959,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18218,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18310,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":18416,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":18966,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19049,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":19511,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19571,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":19923,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20020,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":20241,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20432,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20492,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":20596,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21000,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21338,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21456,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":21542,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":21847,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22180,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22277,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22588,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":22810,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":22908,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":23238,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23413,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":23770,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":24314,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":24375,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":25077,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":25549,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26224,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26400,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26461,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26525,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":26600,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":27397,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":27777,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":27867,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":27974,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":28384,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":28534,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":28816,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":28877,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":29331,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":29745,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":30019,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":30119,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":30323,"length":6,"messageText":"Parameter '_label' implicitly has an 'any' type.","category":1,"code":7006},{"start":30331,"length":9,"messageText":"Parameter 'modelName' implicitly has an 'any' type.","category":1,"code":7006},{"start":30681,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":30772,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":30859,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":31412,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":31776,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":31866,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":31973,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":32336,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":32677,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":32738,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5161,[{"start":793,"length":8,"messageText":"Cannot find name 'describe'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":840,"length":10,"messageText":"Cannot find name 'beforeEach'.","category":1,"code":2304},{"start":892,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1224,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1269,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1342,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1419,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1501,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":1794,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1869,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":1935,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2009,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":2538,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2613,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2704,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2811,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304},{"start":2890,"length":2,"messageText":"Cannot find name 'it'. Do you need to install type definitions for a test runner? Try `npm i --save-dev @types/jest` or `npm i --save-dev @types/mocha`.","category":1,"code":2582},{"start":3305,"length":6,"messageText":"Cannot find name 'expect'.","category":1,"code":2304}]],[5184,[{"start":795,"length":13,"code":2322,"category":1,"messageText":{"messageText":"Type '{ organization_id: string; organization_alias: string; budget_id: string; metadata: {}; models: never[]; spend: number; model_spend: {}; created_at: string; created_by: string; updated_at: string; }[]' is not assignable to type 'Organization[]'.","category":1,"code":2322,"next":[{"messageText":"Type '{ organization_id: string; organization_alias: string; budget_id: string; metadata: {}; models: never[]; spend: number; model_spend: {}; created_at: string; created_by: string; updated_at: string; }' is missing the following properties from type 'Organization': updated_by, litellm_budget_table, teams, users, members","category":1,"code":2739,"canonicalHead":{"code":2322,"messageText":"Type '{ organization_id: string; 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\ No newline at end of file From f096e4c10bfc1f8db91f3ea3dc649aac1ce98a2b Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:27:07 +0000 Subject: [PATCH 188/234] docs: require a user flow and live-proxy proof in bug reports Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 60 ++++++++++++++++++++++----- CLAUDE.md | 2 + 2 files changed, 51 insertions(+), 11 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 665f8456f0b..4c1cc637f08 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -27,26 +27,64 @@ body: validations: required: true - type: textarea - id: steps-to-reproduce + id: user-flow attributes: - label: Steps to Reproduce - description: Please provide a numbered list of the exact steps to reproduce this bug (include a curl/python snippet to reproduce it). Number each step (1., 2., 3., ...) in the order you performed them. - placeholder: | - 1. config.yaml file/ .env file/ etc. - 2. Run the following code... - 3. Observe the error... + label: User Flow + description: Two numbered lists walking the same end user through the same task, one before a hypothetical fix and one after. Keep the guidance comments in the box while you fill it in, they explain every rule. value: | + + + Before a (hypothetical) fix: + + 1. + 2. + 3. + + After a (hypothetical) fix: + 1. 2. 3. validations: required: true - type: textarea - id: logs + id: proof-of-bug attributes: - label: Relevant log output - description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks. - render: shell + label: Proof the bug occurs + description: Paste the commands you ran and their output, captured against a live proxy with no mocks. Keep the guidance comments in the box while you fill it in, they explain every rule. + value: | + + + validations: + required: true - type: dropdown id: component attributes: diff --git a/CLAUDE.md b/CLAUDE.md index 436fa33fa41..e4f027715cc 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -31,6 +31,8 @@ When creating PRs, don't set base to `main`. `litellm_internal_staging` is the d When writing a PR body, treat the comments and imperative instructions inside @.github/pull_request_template.md as rules to follow, not just layout. Agent harnesses may strip HTML comments from copies of that file injected into context, so read .github/pull_request_template.md from disk before writing a PR body to make sure you see every comment rule +The same goes for filing a bug report: treat the comments and imperative instructions inside @.github/ISSUE_TEMPLATE/bug_report.yml as rules to follow, not just layout, and read that file from disk before writing an issue body so no stripped HTML comment escapes you + If you're resolving a linear ticket, in the "## Linear ticket" section of the PR, say "Resolves LIT-1234", replacing "LIT-1234" with the actual ticket id that you're resolving. If you don't have the ticket id, don't make one up or search for it. Just leave the section blank Never use `pytest` commands or the like as "Screenshots / Proof of Fix". We prefer curl'ing a live proxy instance running on localhost:4000 (I like to run it with `python litellm/proxy/proxy_cli.py --config litellm/proxy/dev_config.yaml --detailed_debug --reload --use_v2_migration_resolver 2>&1 | tee litellm.log`; the Admin UI dev server is `npm run dev` in `ui/litellm-dashboard`, served on port 3000) and showing both the command run and the output. Also, it should hit real LLM provider APIs, not mocks, and cost real $$$ because that is the most realistic test. The proof of fix should be exactly what the end user / customer would see / do. The run logs in PR #27703 is a prime example of how to do it (not a huge fan of using a python test script that future me and the team will have no visibility into; I prefer just curl commands or a short list of bash commands (e.g., using `for`)). If it's a UI thing, just tell me which URLs to go to (e.g., http://localhost:4000/ui/?page=logs), where to click, what fields to fill out, etc. along with the other commands to run in an ordered list, and I'll do it myself and post the screenshots after you make the PR From f72ddedf39c52bf113c6e3f2ece4c84930531b70 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 19:28:05 -0700 Subject: [PATCH 189/234] fix(bedrock): keep s3_region_name authoritative over merged deployment region --- litellm/llms/bedrock/common_utils.py | 2 +- litellm/llms/bedrock/files/transformation.py | 13 ++++--- .../test_bedrock_files_and_batches.py | 37 +++++++++++++++++++ 3 files changed, 45 insertions(+), 7 deletions(-) diff --git a/litellm/llms/bedrock/common_utils.py b/litellm/llms/bedrock/common_utils.py index 57202f2d626..48bc60a07e5 100644 --- a/litellm/llms/bedrock/common_utils.py +++ b/litellm/llms/bedrock/common_utils.py @@ -63,7 +63,7 @@ def merge_bedrock_aws_request_params( no static credentials configured. """ request_params: Final = {**optional_params, **litellm_params} # mutable-ok: AWS helpers require a plain dict - has_static_deployment_credentials = all( + has_static_deployment_credentials: Final = all( isinstance(litellm_params.get(key), str) and bool(litellm_params.get(key)) for key in ("aws_access_key_id", "aws_secret_access_key", "aws_region_name") ) diff --git a/litellm/llms/bedrock/files/transformation.py b/litellm/llms/bedrock/files/transformation.py index f50651f4cb7..4ff7323c33f 100644 --- a/litellm/llms/bedrock/files/transformation.py +++ b/litellm/llms/bedrock/files/transformation.py @@ -844,13 +844,14 @@ class BedrockFilesConfig(BaseAWSLLM, BaseFilesConfig): ) # s3_region_name always wins for S3 operations (same priority as in - # get_complete_file_url above). Overwrite aws_region_name unconditionally - # so the SigV4 region matches the URL region, avoiding SignatureDoesNotMatch. + # get_complete_file_url above). Overwrite aws_region_name unconditionally, + # after the deployment-credential merge, so the SigV4 region matches the + # URL region, avoiding SignatureDoesNotMatch. + merged_params: Final = merge_bedrock_aws_request_params(litellm_params, optional_params) s3_region_name: Final = litellm_params.get("s3_region_name") or optional_params.get("s3_region_name") - if s3_region_name: - optional_params = {**optional_params, "aws_region_name": s3_region_name} - - request_params: Final = merge_bedrock_aws_request_params(litellm_params, optional_params) + request_params: Final = ( + {**merged_params, "aws_region_name": s3_region_name} if s3_region_name else merged_params + ) # Sign the request and return a pre-signed request object signed_headers, signed_body = self._sign_s3_request( diff --git a/tests/batches_tests/test_bedrock_files_and_batches.py b/tests/batches_tests/test_bedrock_files_and_batches.py index 52e88937916..b9045cc43d6 100644 --- a/tests/batches_tests/test_bedrock_files_and_batches.py +++ b/tests/batches_tests/test_bedrock_files_and_batches.py @@ -519,3 +519,40 @@ def test_bedrock_deployment_credentials_block_caller_profile_override(monkeypatc assert "aws_profile_name" not in captured["optional_params"] assert captured["optional_params"]["aws_access_key_id"] == "deployment-access-key" + + +def test_bedrock_file_upload_s3_region_survives_deployment_region_merge(monkeypatch): + from litellm.llms.bedrock.files.transformation import BedrockFilesConfig + + config = BedrockFilesConfig() + captured = {} + + def capture_signing(**kwargs): + captured.update(kwargs) + return {}, "" + + monkeypatch.setattr(config, "_sign_s3_request", capture_signing) + + result = config.transform_create_file_request( + model="", + create_file_data={ + "file": ( + "batch.jsonl", + b'{"custom_id":"req-1","body":{"model":"bedrock/model"}}\n', + "application/jsonl", + ), + "purpose": "batch", + }, + optional_params={}, + litellm_params={ + "s3_bucket_name": "deployment-bucket", + "s3_region_name": "eu-central-1", + "aws_access_key_id": "deployment-access-key", + "aws_secret_access_key": "deployment-secret", + "aws_region_name": "us-east-1", + }, + ) + + assert "s3.eu-central-1.amazonaws.com" in result["url"] + assert captured["optional_params"]["aws_region_name"] == "eu-central-1" + assert captured["optional_params"]["aws_access_key_id"] == "deployment-access-key" From 6f36bee6bae42fa4a7708d77b898653ba7dff664 Mon Sep 17 00:00:00 2001 From: tin-berri Date: Mon, 10 Aug 2026 19:31:20 -0700 Subject: [PATCH 190/234] feat(ui): deployment affinity toggle for the auto-router (#36302) --- .../src/autorouter_presets.json | 6 +- .../add_model/ComplexityRouterConfig.test.tsx | 29 ++++++++ .../add_model/ComplexityRouterConfig.tsx | 24 +++++-- .../add_model/add_auto_router_tab.test.tsx | 44 +++++++++++- .../add_model/add_auto_router_tab.tsx | 2 + .../build_complexity_router_config.test.ts | 2 + .../build_complexity_router_config.ts | 4 ++ ...d_updated_complexity_router_config.test.ts | 25 +++++++ .../edit_auto_router_modal.test.ts | 2 + .../edit_auto_router_modal.test.tsx | 69 +++++++++++++++++-- .../edit_auto_router_modal.tsx | 7 ++ .../src/lib/autorouter_presets.test.ts | 8 +++ .../src/lib/autorouter_presets.ts | 2 + 13 files changed, 210 insertions(+), 14 deletions(-) diff --git a/ui/litellm-dashboard/src/autorouter_presets.json b/ui/litellm-dashboard/src/autorouter_presets.json index 58a087d4009..db46da08a3d 100644 --- a/ui/litellm-dashboard/src/autorouter_presets.json +++ b/ui/litellm-dashboard/src/autorouter_presets.json @@ -11,7 +11,8 @@ }, "classifier_type": "heuristic", "escalation_keywords": ["LITELLM ESCALATE"], - "session_affinity": false + "session_affinity": false, + "deployment_affinity": true } }, "openai_family": { @@ -26,7 +27,8 @@ }, "classifier_type": "heuristic", "escalation_keywords": ["LITELLM ESCALATE"], - "session_affinity": false + "session_affinity": false, + "deployment_affinity": true } } } diff --git a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx index 1e1bb5f9bf4..92dfeab8a7d 100644 --- a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx +++ b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx @@ -602,3 +602,32 @@ describe("ComplexityRouterConfig tier labels", () => { expect(screen.getByTitle("Deep")).toBeInTheDocument(); }); }); + +describe("ComplexityRouterConfig affinity panel", () => { + it("holds both affinity switches with their backend defaults", () => { + renderWithProviders(); + fireEvent.click(screen.getByText("Advanced: Affinity")); + + expect(screen.getByRole("switch", { name: "Pin a session to one deployment per model group" })).toBeChecked(); + expect(screen.getByRole("switch", { name: "Pin a session to its first model" })).not.toBeChecked(); + }); + + it("writes deployment_affinity through onChange without touching other keys", () => { + const onChange = vi.fn(); + renderWithProviders(); + fireEvent.click(screen.getByText("Advanced: Affinity")); + + fireEvent.click(screen.getByRole("switch", { name: "Pin a session to one deployment per model group" })); + + expect(onChange).toHaveBeenCalledWith({ ...defaultValue, deployment_affinity: false }); + }); + + it("renders a stored deployment_affinity=false as off", () => { + renderWithProviders( + , + ); + fireEvent.click(screen.getByText("Advanced: Affinity")); + + expect(screen.getByRole("switch", { name: "Pin a session to one deployment per model group" })).not.toBeChecked(); + }); +}); diff --git a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx index ba805c23c1f..39e6e97bf1d 100644 --- a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx +++ b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx @@ -15,6 +15,7 @@ export const DEFAULT_TIER_DISTANCE_PENALTY = 0.5; export const DEFAULT_CLASSIFIER_CONTEXT_WINDOW_SIZE = 3; export const DEFAULT_CLASSIFIER_CONTEXT_PER_TURN_CHARS = 200; export const DEFAULT_SESSION_AFFINITY = false; +export const DEFAULT_DEPLOYMENT_AFFINITY = true; export interface ComplexityTiers { SIMPLE: string[]; @@ -56,6 +57,7 @@ export interface ComplexityRouterConfigValue { classifier_context_include_assistant_turns?: boolean; classifier_fallback?: ClassifierFallback; session_affinity?: boolean; + deployment_affinity?: boolean; adaptive?: boolean; adaptive_weights?: AdaptiveRouterWeights; tier_distance_penalty?: number; @@ -277,14 +279,26 @@ const ComplexityRouterConfig: React.FC = ({ children: , }, { - key: "session-affinity", + key: "affinity", label: ( - Advanced: Session Affinity + Advanced: Affinity ), children: ( <> +
+ onChange({ ...value, deployment_affinity: deploymentAffinity })} + aria-label="Pin a session to one deployment per model group" + /> + Pin a session to one deployment per model group +
+ + Keeps a session on the same deployment within a group, so provider prompt caches stay warm. Turn off + to load-balance every turn. +
= ({ Pin a session to its first model
- Off by default: every turn is classified on its own merits and routed to the cheapest adequate tier. - Turn this on to reuse the model chosen on a session's first turn for every later turn, which - preserves provider prompt caches and avoids cross-model conversation-history errors, at the cost of - keeping the whole session on the first turn's tier. + Keeps a session on its first turn's model instead of re-classifying each turn. Also pins the + deployment. ), diff --git a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx index 6a5a1e0f159..7d42d85ccfb 100644 --- a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx +++ b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx @@ -273,7 +273,7 @@ describe("AddAutoRouterTab", () => { await user.type(screen.getByPlaceholderText(/smart_router/i), "affinity-router"); expandDetailedConfiguration(); - await user.click(screen.getByText("Advanced: Session Affinity")); + await user.click(screen.getByText("Advanced: Affinity")); expect(await screen.findByRole("switch", { name: "Pin a session to its first model" })).not.toBeChecked(); await user.click(screen.getByRole("button", { name: /add auto router/i })); @@ -292,7 +292,7 @@ describe("AddAutoRouterTab", () => { await user.type(screen.getByPlaceholderText(/smart_router/i), "affinity-router"); expandDetailedConfiguration(); - await user.click(screen.getByText("Advanced: Session Affinity")); + await user.click(screen.getByText("Advanced: Affinity")); await user.click(await screen.findByRole("switch", { name: "Pin a session to its first model" })); await user.click(screen.getByRole("button", { name: /add auto router/i })); @@ -303,6 +303,46 @@ describe("AddAutoRouterTab", () => { }); }); + it("defaults a new router to deployment affinity on, matching the backend field default", async () => { + const user = userEvent.setup(); + vi.mocked(getMissingTiersError).mockReturnValue(null); + + renderWithProviders(); + + await user.type(screen.getByPlaceholderText(/smart_router/i), "affinity-router"); + expandDetailedConfiguration(); + await user.click(screen.getByText("Advanced: Affinity")); + expect( + await screen.findByRole("switch", { name: "Pin a session to one deployment per model group" }), + ).toBeChecked(); + + await user.click(screen.getByRole("button", { name: /add auto router/i })); + + await waitFor(() => expect(handleAddAutoRouterSubmit).toHaveBeenCalled()); + expect(vi.mocked(handleAddAutoRouterSubmit).mock.calls.at(-1)?.[0].complexity_router_config).toMatchObject({ + deployment_affinity: true, + }); + }); + + it("carries deployment affinity turned off through to the create payload", async () => { + const user = userEvent.setup(); + vi.mocked(getMissingTiersError).mockReturnValue(null); + + renderWithProviders(); + + await user.type(screen.getByPlaceholderText(/smart_router/i), "affinity-router"); + expandDetailedConfiguration(); + await user.click(screen.getByText("Advanced: Affinity")); + await user.click(await screen.findByRole("switch", { name: "Pin a session to one deployment per model group" })); + + await user.click(screen.getByRole("button", { name: /add auto router/i })); + + await waitFor(() => expect(handleAddAutoRouterSubmit).toHaveBeenCalled()); + expect(vi.mocked(handleAddAutoRouterSubmit).mock.calls.at(-1)?.[0].complexity_router_config).toMatchObject({ + deployment_affinity: false, + }); + }); + // Custom is the escape hatch, not the headline choice, so it's listed after every bundled preset // rather than first. it("lists Custom Configuration after the bundled presets", () => { diff --git a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx index 08041413d1f..7b6403f250c 100644 --- a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx +++ b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx @@ -15,6 +15,7 @@ import ComplexityRouterConfig, { ComplexityTiers, DEFAULT_ADAPTIVE_WEIGHTS, DEFAULT_SESSION_AFFINITY, + DEFAULT_DEPLOYMENT_AFFINITY, DEFAULT_TIER_DISTANCE_PENALTY, } from "./ComplexityRouterConfig"; import { KeywordTierRule } from "./KeywordTierRules"; @@ -290,6 +291,7 @@ const AddAutoRouterTab: React.FC = ({ classifierContextIncludeAssistantTurns: complexityRouterConfig.classifier_context_include_assistant_turns, classifierFallback: complexityRouterConfig.classifier_fallback, sessionAffinity: complexityRouterConfig.session_affinity ?? DEFAULT_SESSION_AFFINITY, + deploymentAffinity: complexityRouterConfig.deployment_affinity ?? DEFAULT_DEPLOYMENT_AFFINITY, customTechnicalKeywords, keywordTierRules, semanticMatchingEnabled, diff --git a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts index 34f7354d412..1a2276f302d 100644 --- a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts +++ b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts @@ -26,6 +26,7 @@ const baseParams: BuildComplexityRouterConfigParams = { classifierContextIncludeAssistantTurns: undefined, classifierFallback: undefined, sessionAffinity: false, + deploymentAffinity: true, customTechnicalKeywords: [], keywordTierRules: [], semanticMatchingEnabled: false, @@ -46,6 +47,7 @@ describe("buildComplexityRouterConfig", () => { tiers, classifier_type: "heuristic", session_affinity: false, + deployment_affinity: true, escalation_keywords: ["LITELLM ESCALATE"], }); }); diff --git a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts index 9ed1b98db7b..503390aa238 100644 --- a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts +++ b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts @@ -30,6 +30,7 @@ export interface BuildComplexityRouterConfigParams { classifierContextIncludeAssistantTurns: boolean | undefined; classifierFallback: ClassifierFallback | undefined; sessionAffinity: boolean; + deploymentAffinity: boolean; customTechnicalKeywords: string[]; keywordTierRules: KeywordTierRule[]; semanticMatchingEnabled: boolean; @@ -53,6 +54,7 @@ export interface ComplexityRouterConfigPayload { classifier_context_include_assistant_turns?: boolean; classifier_fallback?: ClassifierFallback; session_affinity: boolean; + deployment_affinity: boolean; custom_technical_keywords?: string[]; keyword_tier_rules?: { keywords: string[]; tier: KeywordTierRule["tier"] }[]; semantic_keyword_matching?: boolean; @@ -137,6 +139,7 @@ export const buildComplexityRouterConfig = ({ classifierContextIncludeAssistantTurns, classifierFallback, sessionAffinity, + deploymentAffinity, customTechnicalKeywords, keywordTierRules, semanticMatchingEnabled, @@ -173,6 +176,7 @@ export const buildComplexityRouterConfig = ({ classifier_context_include_assistant_turns: classifierContextIncludeAssistantTurns, }), session_affinity: sessionAffinity, + deployment_affinity: deploymentAffinity, ...(customTechnicalKeywords.length > 0 && { custom_technical_keywords: customTechnicalKeywords }), ...(cleanedKeywordTierRules.length > 0 && { keyword_tier_rules: cleanedKeywordTierRules }), escalation_keywords: cleanedEscalationKeywords, diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts b/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts index 30859b5baea..b56ec734aeb 100644 --- a/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts +++ b/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts @@ -228,6 +228,31 @@ describe("buildUpdatedComplexityRouterConfig session affinity", () => { }); }); +describe("buildUpdatedComplexityRouterConfig deployment affinity", () => { + it("writes deployment_affinity=false when the toggle is off", () => { + const result = buildUpdatedComplexityRouterConfig(STORED, { ...FORM_VALUE, deployment_affinity: false }); + expect(result.deployment_affinity).toBe(false); + }); + + it("writes deployment_affinity=true when the toggle is on", () => { + const result = buildUpdatedComplexityRouterConfig(STORED, { ...FORM_VALUE, deployment_affinity: true }); + expect(result.deployment_affinity).toBe(true); + }); + + it("re-asserts the backend's on-by-default when the form value is absent, rather than dropping the key", () => { + const result = buildUpdatedComplexityRouterConfig({ ...STORED, deployment_affinity: false }, FORM_VALUE); + expect(result.deployment_affinity).toBe(true); + }); + + it("stops a stored deployment_affinity=false from surviving a save that turned the toggle back on", () => { + const result = buildUpdatedComplexityRouterConfig( + { ...STORED, deployment_affinity: false }, + { ...FORM_VALUE, deployment_affinity: true }, + ); + expect(result.deployment_affinity).toBe(true); + }); +}); + describe("buildUpdatedComplexityRouterConfig tier labels", () => { const RENAMED = { ...STORED, tier_labels: { SIMPLE: "Cheap", REASONING: "Deep" } }; diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts index eb5bb46f0e8..027e01a9351 100644 --- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts +++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts @@ -48,6 +48,7 @@ const expectedClassifiedTierConfig = { embedding_model: "voyage-4-large", match_threshold: 0.65, session_affinity: false, + deployment_affinity: true, adaptive: true, adaptive_weights: { quality: 0.4, cost: 0.6 }, adaptive_eligible: "classified_tier", @@ -68,6 +69,7 @@ const expectedAdaptiveDisabledConfig = { embedding_model: "voyage-4-large", match_threshold: 0.65, session_affinity: false, + deployment_affinity: true, }; describe("buildUpdatedComplexityRouterConfig", () => { diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx index 29101b38e24..74dea8cc2ed 100644 --- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx +++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx @@ -365,7 +365,7 @@ describe("EditAutoRouterModal session affinity", () => { const user = userEvent.setup(); renderWithStoredConfig(STORED_CONFIG); - await user.click(await screen.findByText("Advanced: Session Affinity")); + await user.click(await screen.findByText("Advanced: Affinity")); expect(await screen.findByRole("switch", { name: "Pin a session to its first model" })).not.toBeChecked(); await user.click(screen.getByRole("button", { name: /save changes/i })); @@ -378,7 +378,7 @@ describe("EditAutoRouterModal session affinity", () => { const user = userEvent.setup(); renderWithStoredConfig({ ...STORED_CONFIG, session_affinity: true }); - await user.click(await screen.findByText("Advanced: Session Affinity")); + await user.click(await screen.findByText("Advanced: Affinity")); expect(await screen.findByRole("switch", { name: "Pin a session to its first model" })).toBeChecked(); await user.click(screen.getByRole("button", { name: /save changes/i })); @@ -391,7 +391,7 @@ describe("EditAutoRouterModal session affinity", () => { const user = userEvent.setup(); renderWithStoredConfig(STORED_CONFIG); - await user.click(await screen.findByText("Advanced: Session Affinity")); + await user.click(await screen.findByText("Advanced: Affinity")); await user.click(await screen.findByRole("switch", { name: "Pin a session to its first model" })); await user.click(screen.getByRole("button", { name: /save changes/i })); @@ -404,7 +404,7 @@ describe("EditAutoRouterModal session affinity", () => { const user = userEvent.setup(); renderWithStoredConfig({ ...STORED_CONFIG, session_affinity: true }); - await user.click(await screen.findByText("Advanced: Session Affinity")); + await user.click(await screen.findByText("Advanced: Affinity")); await user.click(await screen.findByRole("switch", { name: "Pin a session to its first model" })); await user.click(screen.getByRole("button", { name: /save changes/i })); @@ -414,6 +414,67 @@ describe("EditAutoRouterModal session affinity", () => { }); }); +describe("EditAutoRouterModal deployment affinity", () => { + beforeEach(() => { + modelPatchUpdateCall.mockClear(); + }); + + const renderWithStoredConfig = (complexity_router_config: Record) => + renderWithProviders( + , + ); + + it("shows a stored config with no deployment_affinity key as on, matching the backend default", async () => { + const user = userEvent.setup(); + renderWithStoredConfig(STORED_CONFIG); + + await user.click(await screen.findByText("Advanced: Affinity")); + expect( + await screen.findByRole("switch", { name: "Pin a session to one deployment per model group" }), + ).toBeChecked(); + + await user.click(screen.getByRole("button", { name: /save changes/i })); + + await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled()); + expect(savedConfig().deployment_affinity).toBe(true); + }); + + it("shows a stored deployment_affinity=false as off and preserves it through an untouched save", async () => { + const user = userEvent.setup(); + renderWithStoredConfig({ ...STORED_CONFIG, deployment_affinity: false }); + + await user.click(await screen.findByText("Advanced: Affinity")); + expect( + await screen.findByRole("switch", { name: "Pin a session to one deployment per model group" }), + ).not.toBeChecked(); + + await user.click(screen.getByRole("button", { name: /save changes/i })); + + await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled()); + expect(savedConfig().deployment_affinity).toBe(false); + }); + + it("persists turning deployment affinity off", async () => { + const user = userEvent.setup(); + renderWithStoredConfig(STORED_CONFIG); + + await user.click(await screen.findByText("Advanced: Affinity")); + await user.click(await screen.findByRole("switch", { name: "Pin a session to one deployment per model group" })); + + await user.click(screen.getByRole("button", { name: /save changes/i })); + + await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled()); + expect(savedConfig().deployment_affinity).toBe(false); + }); +}); + describe("EditAutoRouterModal custom classifier prompt and fallback", () => { beforeEach(() => { modelPatchUpdateCall.mockClear(); diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx index aba0ee9f58a..6818d3b850c 100644 --- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx +++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx @@ -21,6 +21,7 @@ import ComplexityRouterConfig, { ComplexityRouterConfigValue, DEFAULT_ADAPTIVE_WEIGHTS, DEFAULT_SESSION_AFFINITY, + DEFAULT_DEPLOYMENT_AFFINITY, DEFAULT_TIER_DISTANCE_PENALTY, } from "../add_model/ComplexityRouterConfig"; import NotificationsManager from "../molecules/notifications_manager"; @@ -55,6 +56,7 @@ const MANAGED_COMPLEXITY_ROUTER_KEYS = new Set([ "classifier_context_include_assistant_turns", "classifier_fallback", "session_affinity", + "deployment_affinity", "adaptive", "adaptive_weights", "tier_distance_penalty", @@ -127,6 +129,7 @@ export const buildUpdatedComplexityRouterConfig = ( classifier_context_include_assistant_turns: value.classifier_context_include_assistant_turns, }), session_affinity: value.session_affinity ?? DEFAULT_SESSION_AFFINITY, + deployment_affinity: value.deployment_affinity ?? DEFAULT_DEPLOYMENT_AFFINITY, ...(customTechnicalKeywords && customTechnicalKeywords.length > 0 && { custom_technical_keywords: customTechnicalKeywords, @@ -263,6 +266,10 @@ const EditAutoRouterModal: React.FC = ({ typeof parsedConfig.session_affinity === "boolean" ? parsedConfig.session_affinity : DEFAULT_SESSION_AFFINITY, + deployment_affinity: + typeof parsedConfig.deployment_affinity === "boolean" + ? parsedConfig.deployment_affinity + : DEFAULT_DEPLOYMENT_AFFINITY, adaptive: parsedConfig.adaptive || false, adaptive_weights: parsedConfig.adaptive_weights, tier_distance_penalty: parsedConfig.tier_distance_penalty, diff --git a/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts b/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts index fca8420966f..23ae905d9db 100644 --- a/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts +++ b/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts @@ -111,6 +111,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: [presetModel], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, }; expect(getMissingModels(config, availability)).toEqual([]); expect(buildPresetPrefill(config, availability).complexityRouterConfig.tiers.SIMPLE).toEqual([group]); @@ -153,6 +154,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: ["claude-opus-5"], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, }; expect(buildPresetPrefill(config, availability).complexityRouterConfig.tiers.SIMPLE).toEqual(["a-group"]); }); @@ -166,6 +168,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: ["claude-opus-5"], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, }; expect(buildPresetPrefill(config, availability).complexityRouterConfig.tiers.SIMPLE).toEqual(["claude-opus-5"]); }); @@ -198,6 +201,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: [presetModel], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, }); it("resolves a preset model to a group expanded from a wildcard deployment", () => { @@ -440,6 +444,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: ["gpt-5-nano"], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, match_threshold: 0, escalation_keywords: [], }; @@ -454,6 +459,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: ["gpt-5-nano"], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic", session_affinity: false, + deployment_affinity: true, }, groupsOnly(["gpt-5-nano"]), ); @@ -469,6 +475,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: ["gpt-5-nano"], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, }; const labeled = buildPresetPrefill( { ...base, tier_labels: { SIMPLE: "Cheap", REASONING: "Deep" } }, @@ -483,6 +490,7 @@ describe("autorouter_presets", () => { tiers: { SIMPLE: ["claude-sonnet-4-5"], MEDIUM: [], COMPLEX: [], REASONING: [] }, classifier_type: "heuristic" as const, session_affinity: false, + deployment_affinity: true, }; const prefill = buildPresetPrefill(config, groupsOnly(["claude-sonnet-4.5"])); expect(prefill.complexityRouterConfig.tiers.SIMPLE).toEqual(["claude-sonnet-4.5"]); diff --git a/ui/litellm-dashboard/src/lib/autorouter_presets.ts b/ui/litellm-dashboard/src/lib/autorouter_presets.ts index ae3f30c90f5..5caff6fe714 100644 --- a/ui/litellm-dashboard/src/lib/autorouter_presets.ts +++ b/ui/litellm-dashboard/src/lib/autorouter_presets.ts @@ -8,6 +8,7 @@ import { ClassifierType, ClassifierLLMConfig, DEFAULT_SESSION_AFFINITY, + DEFAULT_DEPLOYMENT_AFFINITY, } from "@/components/add_model/ComplexityRouterConfig"; import { KeywordTierRule } from "@/components/add_model/KeywordTierRules"; import { hydrateKeywordTierRules } from "@/components/add_model/complexity_router_keywords"; @@ -260,6 +261,7 @@ export const buildPresetPrefill = ( classifier_context_per_turn_chars: config.classifier_context_per_turn_chars, classifier_context_include_assistant_turns: config.classifier_context_include_assistant_turns, session_affinity: config.session_affinity ?? DEFAULT_SESSION_AFFINITY, + deployment_affinity: config.deployment_affinity ?? DEFAULT_DEPLOYMENT_AFFINITY, adaptive: config.adaptive, adaptive_weights: config.adaptive_weights, tier_distance_penalty: config.tier_distance_penalty, From 7e8faf926740e48bf12f10ffb223534d2c3df233 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:33:10 +0000 Subject: [PATCH 191/234] docs: ask bug reports for the config and version behind the proof Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 4c1cc637f08..7b3c9b072d8 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -78,7 +78,7 @@ body: From 7653532e89e134206002672ebb545ba6afc6db26 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:35:44 +0000 Subject: [PATCH 192/234] docs: spell out secret redaction in the bug report proof Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 7b3c9b072d8..cedf04a40d6 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -78,10 +78,9 @@ body: + For UI bugs: include screenshots and the page URLs you were on. Scrub keys and tokens out of screenshots too, they show up in headers, request panels, and the Admin UI --> validations: required: true From 79accda0900ce2dbe3de9da5f6e7290eda360e03 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 02:35:49 +0000 Subject: [PATCH 193/234] fix(bedrock): add text block to converse user messages carrying documents --- .../prompt_templates/factory.py | 34 ++++- .../pdf_input/test_bedrock_converse.py | 4 - ...llm_core_utils_prompt_templates_factory.py | 138 ++++++++++++++++++ 3 files changed, 170 insertions(+), 6 deletions(-) diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py index 3a1a426eaa9..bf86ff3aea8 100644 --- a/litellm/litellm_core_utils/prompt_templates/factory.py +++ b/litellm/litellm_core_utils/prompt_templates/factory.py @@ -3967,6 +3967,36 @@ def _rename_duplicate_bedrock_document_names( return contents +BEDROCK_DOCUMENT_PLACEHOLDER_TEXT: Final = "." + + +def _with_text_when_document_only(message: BedrockMessageBlock) -> BedrockMessageBlock: + blocks: Final = message["content"] + needs_text: Final = ( + message["role"] == "user" + and any("document" in block for block in blocks) + and all("text" not in block for block in blocks) + ) + if not needs_text: + return message + placeholder: Final = BedrockContentBlock(text=BEDROCK_DOCUMENT_PLACEHOLDER_TEXT) + cut: Final = len(blocks) - 1 if "cachePoint" in blocks[-1] else len(blocks) + return BedrockMessageBlock(role="user", content=[*blocks[:cut], placeholder, *blocks[cut:]]) + + +def _ensure_document_messages_have_text( + contents: list[BedrockMessageBlock], +) -> list[BedrockMessageBlock]: + """ + Bedrock Converse rejects any user message that carries a document block + without a sibling text block ("A text block must be included when using + documents"), e.g. Claude Code sends the PDF as a document-only user turn. + Inject a placeholder text block, kept ahead of a trailing cachePoint so + the caller's cache boundary stays the final block. + """ + return [_with_text_when_document_only(message) for message in contents] + + def _sort_bedrock_assistant_content_blocks( blocks: list[BedrockContentBlock], ) -> list[BedrockContentBlock]: @@ -4535,7 +4565,7 @@ class BedrockConverseMessagesProcessor: llm_provider=llm_provider, ) - return _rename_duplicate_bedrock_document_names(contents) + return _ensure_document_messages_have_text(_rename_duplicate_bedrock_document_names(contents)) @staticmethod def translate_thinking_blocks_to_reasoning_content_blocks( @@ -4911,7 +4941,7 @@ def _bedrock_converse_messages_pt( llm_provider=llm_provider, ) - return _rename_duplicate_bedrock_document_names(contents) + return _ensure_document_messages_have_text(_rename_duplicate_bedrock_document_names(contents)) def make_valid_bedrock_tool_name(input_tool_name: str) -> str: diff --git a/tests/e2e/claude_code/pdf_input/test_bedrock_converse.py b/tests/e2e/claude_code/pdf_input/test_bedrock_converse.py index 5725255ed8b..76aa84f0f47 100644 --- a/tests/e2e/claude_code/pdf_input/test_bedrock_converse.py +++ b/tests/e2e/claude_code/pdf_input/test_bedrock_converse.py @@ -88,10 +88,6 @@ def _build_minimal_pdf(marker: str) -> bytes: return bytes(out) -@pytest.mark.skip( - reason="product bug LIT-4523: Bedrock Converse requires a text block with document; " - "re-enable when document-only content is handled" -) @pytest.mark.covers("llm.messages.bedrock_converse.pdf_input.nonstream.works") def test_pdf_input_bedrock_converse(compat_result, tmp_path): base_url, api_key = require_proxy(compat_result) diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py index dc745abb9e7..8edc6a91cbf 100644 --- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py +++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py @@ -8,6 +8,7 @@ import pytest import litellm from litellm.litellm_core_utils.prompt_templates.factory import ( BAD_MESSAGE_ERROR_STR, + BEDROCK_DOCUMENT_PLACEHOLDER_TEXT, BedrockConverseMessagesProcessor, BedrockImageProcessor, _bedrock_converse_messages_pt, @@ -3269,3 +3270,140 @@ def test_group_tool_exchanges_is_linear_in_message_count(): assert len(groups) == 100_000 assert elapsed < 3.0, f"grouping 100k messages took {elapsed:.2f}s; suspect superlinear accumulation" + + +_PDF_DATA_URI = "data:application/pdf;base64," + base64.b64encode(b"%PDF-1.4 regression fixture").decode() +_PNG_DATA_URI = ( + "data:image/png;base64," + "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNkYPhfDwAChwGA60e6kgAAAABJRU5ErkJggg==" +) + + +def _text_blocks(message): + return [block["text"] for block in message["content"] if "text" in block] + + +def test_bedrock_converse_pdf_only_user_message_gets_text_block(): + """ + Regression for LIT-4523: Claude Code sends a PDF as a user turn whose only + content is the document (an image_url part with a pdf data URI after the + /v1/messages -> completion bridge). Bedrock Converse rejects any user + message carrying a document without a sibling text block, so the builder + must inject a placeholder text block. + """ + messages = [ + { + "role": "user", + "content": [{"type": "image_url", "image_url": {"url": _PDF_DATA_URI}}], + } + ] + + result = _bedrock_converse_messages_pt( + messages, "anthropic.claude-haiku-4-5", "bedrock" + ) + + assert len(result) == 1 + assert any("document" in block for block in result[0]["content"]) + assert _text_blocks(result[0]) == [BEDROCK_DOCUMENT_PLACEHOLDER_TEXT] + + +def test_bedrock_converse_document_with_text_gets_no_extra_text_block(): + messages = [ + { + "role": "user", + "content": [ + {"type": "image_url", "image_url": {"url": _PDF_DATA_URI}}, + {"type": "text", "text": "summarize this"}, + ], + } + ] + + result = _bedrock_converse_messages_pt( + messages, "anthropic.claude-haiku-4-5", "bedrock" + ) + + assert _text_blocks(result[0]) == ["summarize this"] + + +def test_bedrock_converse_image_only_user_message_gets_no_text_block(): + messages = [ + { + "role": "user", + "content": [{"type": "image_url", "image_url": {"url": _PNG_DATA_URI}}], + } + ] + + result = _bedrock_converse_messages_pt( + messages, "anthropic.claude-haiku-4-5", "bedrock" + ) + + assert any("image" in block for block in result[0]["content"]) + assert _text_blocks(result[0]) == [] + + +def test_bedrock_converse_tool_round_trip_document_injects_text_before_cache_point(): + """ + Claude Code shape: after a Read tool round trip, the document-only user + turn (with cache_control) merges into the toolResult message. The injected + text block must land before the trailing cachePoint so the cache boundary + stays the final block, and earlier turns must stay untouched. + """ + messages = [ + {"role": "user", "content": "read the pdf"}, + { + "role": "assistant", + "content": "", + "tool_calls": [ + { + "id": "tooluse_pdf1", + "type": "function", + "function": {"name": "Read", "arguments": "{}"}, + } + ], + }, + {"role": "tool", "tool_call_id": "tooluse_pdf1", "content": "read ok"}, + { + "role": "user", + "content": [ + { + "type": "document", + "source": { + "type": "base64", + "media_type": "application/pdf", + "data": "dGVzdA==", + }, + "cache_control": {"type": "ephemeral"}, + } + ], + }, + ] + + result = _bedrock_converse_messages_pt( + messages, "anthropic.claude-haiku-4-5", "bedrock" + ) + + assert _text_blocks(result[0]) == ["read the pdf"] + document_message = result[-1] + block_keys = [next(iter(block)) for block in document_message["content"]] + assert block_keys == ["toolResult", "document", "text", "cachePoint"] + assert _text_blocks(document_message) == [BEDROCK_DOCUMENT_PLACEHOLDER_TEXT] + + +@pytest.mark.asyncio +async def test_bedrock_converse_pdf_only_user_message_gets_text_block_async(): + messages = [ + { + "role": "user", + "content": [{"type": "image_url", "image_url": {"url": _PDF_DATA_URI}}], + } + ] + + result = await BedrockConverseMessagesProcessor._bedrock_converse_messages_pt_async( + messages=messages, + model="anthropic.claude-haiku-4-5", + llm_provider="bedrock", + ) + + assert len(result) == 1 + assert any("document" in block for block in result[0]["content"]) + assert _text_blocks(result[0]) == [BEDROCK_DOCUMENT_PLACEHOLDER_TEXT] From 550682d5f8e7a41bc09e54a96179edb8eeada9d7 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:36:11 +0000 Subject: [PATCH 194/234] docs: redact only sensitive env vars in bug report proof Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index cedf04a40d6..0044c2f2b88 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -78,7 +78,7 @@ body: From bc98c67028235aafd893e607bbe3d09a02ae663b Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 02:46:27 +0000 Subject: [PATCH 195/234] fix(bedrock): send tool-search beta header for Haiku 4.5 on Invoke /v1/messages Bedrock InvokeModel rejects tool_search_tool_* tool types unless the request body carries the tool-search-tool-2025-10-19 beta. The model allowlist gating that beta omitted Haiku 4.5 (and Opus 4.7, supported since launch per live verification), so every tool-search request on those models got a Bedrock 400. Add both to the allowlist and re-enable the e2e compat cell that caught it. --- .../anthropic_claude3_transformation.py | 29 ++++++----- .../tool_search/test_bedrock_invoke.py | 4 -- .../test_anthropic_claude3_transformation.py | 49 +++++++++++++++++++ 3 files changed, 67 insertions(+), 15 deletions(-) diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py index fad7e7558c2..9a6fdf78090 100644 --- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py +++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py @@ -372,8 +372,9 @@ class AmazonAnthropicClaudeMessagesConfig( """ Check if the model supports tool search on Bedrock. - On Amazon Bedrock, server-side tool search is supported on Claude Opus 4.5 - and Claude Sonnet 4.5 with the tool-search-tool-2025-10-19 beta header. + On Amazon Bedrock, server-side tool search is supported on Claude + Opus 4.5/4.6/4.7, Sonnet 4.5/4.6, and Haiku 4.5 with the + tool-search-tool-2025-10-19 beta header. Ref: https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-search-tool @@ -407,10 +408,17 @@ class AmazonAnthropicClaudeMessagesConfig( "sonnet_4.6", "sonnet-4-6", "sonnet_4_6", - # NOTE: Opus 4.7 on Bedrock does not support server-side tool search - # as of launch (2026-04-16). Bedrock rejects the tool type with: - # "tool type 'tool_search_tool_..._20251119' is not supported for this model". - # Re-add the opus-4.7 patterns here once AWS announces support. + # Opus 4.7 (unsupported at its 2026-04-16 launch; verified live + # 2026-08-11 that Bedrock now accepts the beta on it) + "opus-4.7", + "opus_4.7", + "opus-4-7", + "opus_4_7", + # Haiku 4.5 + "haiku-4.5", + "haiku_4.5", + "haiku-4-5", + "haiku_4_5", ] return any(pattern in model_lower for pattern in supported_patterns) @@ -426,11 +434,10 @@ class AmazonAnthropicClaudeMessagesConfig( """ Adjust tool search beta header for Bedrock. - Bedrock requires a different beta header for tool search on Opus 4 models - when tool search is used without programmatic tool calling or input examples. - - Note: On Amazon Bedrock, server-side tool search is only supported on Claude Opus 4 - with the `tool-search-tool-2025-10-19` beta header. + Bedrock requires a different beta header for tool search than the + Anthropic API when tool search is used without programmatic tool + calling or input examples: `tool-search-tool-2025-10-19`, and only on + the models listed in `_supports_tool_search_on_bedrock`. Ref: https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-search-tool diff --git a/tests/e2e/claude_code/tool_search/test_bedrock_invoke.py b/tests/e2e/claude_code/tool_search/test_bedrock_invoke.py index 12f8909e3e8..c4735c78f0c 100644 --- a/tests/e2e/claude_code/tool_search/test_bedrock_invoke.py +++ b/tests/e2e/claude_code/tool_search/test_bedrock_invoke.py @@ -59,10 +59,6 @@ BEDROCK_INVOKE_MODELS = [ ] -@pytest.mark.skip( - reason="product bug LIT-4522: Bedrock Invoke /v1/messages does not normalize " - "tool_search_tool_regex_20251119; re-enable when messages path matches chat path" -) @pytest.mark.covers("llm.messages.bedrock_invoke.tool_search.nonstream.works") def test_tool_search_bedrock_invoke(compat_result): """Probe `/v1/messages` with a `tool_search_tool_regex_20251119` diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py index 2d1a5bc4c2a..67409cc6cd0 100644 --- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py @@ -2474,6 +2474,55 @@ def test_filter_and_transform_beta_headers_passes_context_management_for_bedrock assert out_converse == [] +@pytest.mark.parametrize( + "model", + [ + "us.anthropic.claude-haiku-4-5-20251001-v1:0", + "us.anthropic.claude-sonnet-4-5-20250929-v1:0", + "us.anthropic.claude-opus-4-7", + ], +) +def test_bedrock_messages_tool_search_adds_beta_header(local_beta_headers_config, model): + """ + LIT-4522: Bedrock InvokeModel only admits ``tool_search_tool_*`` tool types + when the request body carries the ``tool-search-tool-2025-10-19`` beta; + without it Bedrock 400s with "Input tag 'tool_search_tool_regex_20251119' + ... does not match any of the expected tags". The allowlist in + ``_supports_tool_search_on_bedrock`` previously omitted Haiku 4.5 and + Opus 4.7, so the beta was silently dropped for those models and every + tool-search request failed. Verified live 2026-08-11: Bedrock returns 200 + with ``server_tool_use`` for all three models once the beta is sent. + """ + from litellm.types.router import GenericLiteLLMParams + + cfg = AmazonAnthropicClaudeMessagesConfig() + messages = [{"role": "user", "content": [{"type": "text", "text": "Hi"}]}] + optional_params = { + "max_tokens": 64, + "tools": [ + {"type": "tool_search_tool_regex_20251119", "name": "tool_search_tool_regex"}, + { + "name": "add_numbers", + "description": "Add two integers", + "input_schema": { + "type": "object", + "properties": {"a": {"type": "integer"}, "b": {"type": "integer"}}, + "required": ["a", "b"], + }, + }, + ], + } + + result = cfg.transform_anthropic_messages_request( + model=model, + messages=messages, + anthropic_messages_optional_request_params=optional_params, + litellm_params=GenericLiteLLMParams(), + headers={}, + ) + + assert "tool-search-tool-2025-10-19" in (result.get("anthropic_beta") or []) + def test_bedrock_messages_thinking_shape_follows_exact_bedrock_entry_flag( local_model_cost_map, monkeypatch From b63ba63655ebf289ae5e297685784db93dec527d Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 19:46:41 -0700 Subject: [PATCH 196/234] fix(router): preserve aws session token and role params in deployment credential resolution --- litellm/types/router.py | 7 ++++ tests/test_litellm/test_router.py | 40 +++++++++++++++++++ ui/litellm-dashboard/src/lib/http/schema.d.ts | 28 +++++++++++++ 3 files changed, 75 insertions(+) diff --git a/litellm/types/router.py b/litellm/types/router.py index 4f8c133c20b..3ac59c0f581 100644 --- a/litellm/types/router.py +++ b/litellm/types/router.py @@ -237,7 +237,14 @@ class CredentialLiteLLMParams(BaseModel): ## AWS BEDROCK / SAGEMAKER ## aws_access_key_id: str | None = None aws_secret_access_key: str | None = None + aws_session_token: str | None = None aws_region_name: str | None = None + aws_session_name: str | None = None + aws_profile_name: str | None = None + aws_role_name: str | None = None + aws_web_identity_token: str | None = None + aws_sts_endpoint: str | None = None + aws_external_id: str | None = None aws_bedrock_runtime_endpoint: str | None = None aws_bedrock_project_id: str | None = None s3_bucket_name: str | None = None diff --git a/tests/test_litellm/test_router.py b/tests/test_litellm/test_router.py index d97d9515f08..0a16b998f82 100644 --- a/tests/test_litellm/test_router.py +++ b/tests/test_litellm/test_router.py @@ -4062,6 +4062,46 @@ def test_get_deployment_credentials_with_provider_bedrock_batch_fields(): assert credentials["aws_batch_role_arn"] == "arn:aws:iam::123:role/batch-role" +def test_get_deployment_credentials_with_provider_preserves_aws_auth_params(): + """ + Test that get_deployment_credentials_with_provider preserves every AWS auth + selector (session token, assume-role, web identity, profile) so bedrock + files/batches deployments using temporary or role-based credentials do not + silently fall back to the server's ambient identity (#36155). + """ + aws_auth_params = { + "aws_access_key_id": "deployment-access-key", + "aws_secret_access_key": "deployment-secret", + "aws_session_token": "deployment-session-token", + "aws_region_name": "us-west-2", + "aws_session_name": "deployment-session", + "aws_profile_name": "deployment-profile", + "aws_role_name": "arn:aws:iam::123:role/deployment-role", + "aws_web_identity_token": "deployment-web-identity", + "aws_sts_endpoint": "https://sts.us-west-2.amazonaws.com", + "aws_external_id": "deployment-external-id", + } + router = litellm.Router( + model_list=[ + { + "model_name": "bedrock-batch-model", + "litellm_params": { + "model": "bedrock/us.anthropic.claude-haiku-4-5-20251001-v1:0", + **aws_auth_params, + }, + } + ], + ) + + credentials = router.get_deployment_credentials_with_provider( + model_id="bedrock-batch-model" + ) + + assert credentials is not None + for key, value in aws_auth_params.items(): + assert credentials.get(key) == value, key + + def _team_wildcard_model(api_key: str, model_id: str = "team-wildcard-id") -> dict: return { "model_name": f"model_name_team-1_{model_id}", diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts index 6323516b126..966d2162a62 100644 --- a/ui/litellm-dashboard/src/lib/http/schema.d.ts +++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts @@ -26789,10 +26789,24 @@ export interface components { aws_bedrock_project_id?: string | null; /** Aws Bedrock Runtime Endpoint */ aws_bedrock_runtime_endpoint?: string | null; + /** Aws External Id */ + aws_external_id?: string | null; + /** Aws Profile Name */ + aws_profile_name?: string | null; /** Aws Region Name */ aws_region_name?: string | null; + /** Aws Role Name */ + aws_role_name?: string | null; /** Aws Secret Access Key */ aws_secret_access_key?: string | null; + /** Aws Session Name */ + aws_session_name?: string | null; + /** Aws Session Token */ + aws_session_token?: string | null; + /** Aws Sts Endpoint */ + aws_sts_endpoint?: string | null; + /** Aws Web Identity Token */ + aws_web_identity_token?: string | null; /** Azure Ad Token */ azure_ad_token?: string | null; /** Budget Duration */ @@ -35467,10 +35481,24 @@ export interface components { aws_bedrock_project_id?: string | null; /** Aws Bedrock Runtime Endpoint */ aws_bedrock_runtime_endpoint?: string | null; + /** Aws External Id */ + aws_external_id?: string | null; + /** Aws Profile Name */ + aws_profile_name?: string | null; /** Aws Region Name */ aws_region_name?: string | null; + /** Aws Role Name */ + aws_role_name?: string | null; /** Aws Secret Access Key */ aws_secret_access_key?: string | null; + /** Aws Session Name */ + aws_session_name?: string | null; + /** Aws Session Token */ + aws_session_token?: string | null; + /** Aws Sts Endpoint */ + aws_sts_endpoint?: string | null; + /** Aws Web Identity Token */ + aws_web_identity_token?: string | null; /** Azure Ad Token */ azure_ad_token?: string | null; /** Budget Duration */ From f8a5d6a6a1109fc9903960c2c5f3623f99fd820a Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:49:57 +0000 Subject: [PATCH 197/234] docs: make an unfilled bug report proof visibly empty and attested Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 0044c2f2b88..86f66764ab0 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -82,8 +82,21 @@ body: If the bug applies to more than one of the LLM endpoints (/v1/responses, /v1/chat/completions, /v1/messages), include proof for every one of them, not just one For UI bugs: include screenshots and the page URLs you were on. Scrub keys and tokens out of screenshots too, they show up in headers, request panels, and the Admin UI --> + Config / setup the proxy ran with: + + Version or commit: + + Commands and their full output: + validations: required: true + - type: checkboxes + id: proof-attestation + attributes: + label: About that proof + options: + - label: It came from a live proxy I ran myself, with no mocks, and shows the real commands and their output rather than a `pytest` run + required: true - type: dropdown id: component attributes: From 7a17735473632d6002cdf38f27824f05e12db97b Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:56:13 +0000 Subject: [PATCH 198/234] fix(triage): treat an unfilled bug report scaffold as missing proof Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/scripts/triage_with_llm.py | 4 +++- tests/test_litellm/test_github_triage_with_llm.py | 5 +++++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/.github/scripts/triage_with_llm.py b/.github/scripts/triage_with_llm.py index d2536058e01..a7bd145dbc8 100644 --- a/.github/scripts/triage_with_llm.py +++ b/.github/scripts/triage_with_llm.py @@ -582,7 +582,9 @@ def build_issue_prompt(*, title: str, body: str) -> str: Commands whose external dependencies (LLM provider, DB, network) are mocked or stubbed do NOT count. Prose-only "steps to reproduce" with no run output, video, or - screenshot do NOT satisfy (1). + screenshot do NOT satisfy (1). An unfilled template scaffold + (bare headings such as "Version or commit:" with nothing under + them, empty numbered lists) counts as absent, not as evidence. (2) Expected vs. actual behavior (`has_expected_vs_actual`). FAIL the bug report if either (1) or (2) is missing. Do not bias diff --git a/tests/test_litellm/test_github_triage_with_llm.py b/tests/test_litellm/test_github_triage_with_llm.py index f50cf126c36..300fd7c0710 100644 --- a/tests/test_litellm/test_github_triage_with_llm.py +++ b/tests/test_litellm/test_github_triage_with_llm.py @@ -672,6 +672,11 @@ class TestBuildPrompts: assert "mocked or stubbed" in normalized # Prose-only steps are explicitly insufficient now. assert "steps to reproduce" in normalized + # An unedited issue-form scaffold must not read as evidence: the proof + # field ships with visible headings, so the judge has to be told that + # bare headings with nothing under them count as absent. + assert "unfilled template scaffold" in normalized + assert "counts as absent, not as evidence" in normalized def test_should_not_crash_when_pr_body_contains_curly_braces(self, triage_module): """User-supplied content with `{` / `}` must NOT be re-parsed by From 426b9094478bda9f97c1bb2ccca1f3db27735d46 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 19:56:34 -0700 Subject: [PATCH 199/234] fix(proxy): inject streaming usage cost on openai passthrough streams --- litellm/proxy/common_request_processing.py | 148 +++++++++++------- .../streaming_handler.py | 24 +-- .../test_streaming_handler_interrupt.py | 105 ++++++++++++- .../proxy/test_common_request_processing.py | 130 +++++++++++++++ 4 files changed, 333 insertions(+), 74 deletions(-) diff --git a/litellm/proxy/common_request_processing.py b/litellm/proxy/common_request_processing.py index 159d7508f4e..8dfa08ff19b 100644 --- a/litellm/proxy/common_request_processing.py +++ b/litellm/proxy/common_request_processing.py @@ -7,6 +7,7 @@ import traceback from collections.abc import AsyncGenerator, Callable, Mapping from datetime import datetime from functools import lru_cache +from types import MappingProxyType from typing import TYPE_CHECKING, Any, Final, Literal import anyio @@ -3063,12 +3064,12 @@ class ProxyBaseLLMRequestProcessing: if maybe_modified is not None: return maybe_modified elif isinstance(chunk, (bytes, bytearray)): - # Decode to str, inject, and rebuild as bytes try: - s: Final = chunk.decode("utf-8", errors="ignore") - maybe_mod = ProxyBaseLLMRequestProcessing._inject_cost_into_sse_frame_str(s, model_name) - if maybe_mod is not None: - return (maybe_mod + ("" if maybe_mod.endswith("\n\n") else "\n\n")).encode("utf-8") + s: Final = chunk.decode("utf-8") + if s.endswith("\n\n"): + maybe_mod = ProxyBaseLLMRequestProcessing._inject_cost_into_sse_frame_str(s, model_name) + if maybe_mod is not None: + return maybe_mod.encode("utf-8") except Exception: pass elif isinstance(chunk, str): @@ -3113,10 +3114,79 @@ class ProxyBaseLLMRequestProcessing: except Exception: return None + @staticmethod + def _anthropic_stream_usage_kwargs(usage: Mapping[str, Any]) -> Mapping[str, Any]: + prompt_tokens: Final = int(usage.get("input_tokens", 0) or 0) + completion_tokens: Final = int(usage.get("output_tokens", 0) or 0) + total_tokens: Final = int( + usage.get("total_tokens", prompt_tokens + completion_tokens) or (prompt_tokens + completion_tokens) + ) + web_search_requests: Final = usage.get("web_search_requests") + server_tool_use: Final = ( + ServerToolUse(web_search_requests=web_search_requests) if web_search_requests is not None else None + ) + return MappingProxyType( + { + key: value + for key, value in ( + ("prompt_tokens", prompt_tokens), + ("completion_tokens", completion_tokens), + ("total_tokens", total_tokens), + ("completion_tokens_details", usage.get("completion_tokens_details")), + ("prompt_tokens_details", usage.get("prompt_tokens_details")), + ("cache_creation_input_tokens", usage.get("cache_creation_input_tokens")), + ("cache_read_input_tokens", usage.get("cache_read_input_tokens")), + ("server_tool_use", server_tool_use), + ) + if value is not None + } + ) + + @staticmethod + def _openai_stream_usage_kwargs(usage: Mapping[str, Any]) -> Mapping[str, Any]: + prompt_tokens: Final = int(usage.get("prompt_tokens", 0) or 0) + completion_tokens: Final = int(usage.get("completion_tokens", 0) or 0) + total_tokens: Final = int( + usage.get("total_tokens", prompt_tokens + completion_tokens) or (prompt_tokens + completion_tokens) + ) + return MappingProxyType( + { + key: value + for key, value in ( + ("prompt_tokens", prompt_tokens), + ("completion_tokens", completion_tokens), + ("total_tokens", total_tokens), + ("completion_tokens_details", usage.get("completion_tokens_details")), + ("prompt_tokens_details", usage.get("prompt_tokens_details")), + ) + if value is not None + } + ) + + @staticmethod + def _stream_usage_kwargs_for_event(obj: Mapping[str, object], usage: Mapping[str, Any]) -> Mapping[str, Any] | None: + if obj.get("type") == "message_delta": + return ProxyBaseLLMRequestProcessing._anthropic_stream_usage_kwargs(usage) + if obj.get("object") == "chat.completion.chunk": + return ProxyBaseLLMRequestProcessing._openai_stream_usage_kwargs(usage) + return None + + @staticmethod + def _completion_cost_or_none( + model_response: ModelResponse, model_name: str, service_tier: str | None + ) -> float | None: + try: + return litellm.completion_cost( + completion_response=model_response, model=model_name, service_tier=service_tier + ) + except Exception: + return None + @staticmethod def _inject_cost_into_usage_dict(obj: dict, model_name: str) -> dict | None: """ - Inject cost information into a usage dictionary for message_delta events. + Inject cost information into the usage object of a streamed usage event + (Anthropic ``message_delta`` or OpenAI ``chat.completion.chunk``). Args: obj: Dictionary containing the SSE event data @@ -3125,57 +3195,21 @@ class ProxyBaseLLMRequestProcessing: Returns: Modified dictionary with cost injected, or None if no modification needed """ - if obj.get("type") == "message_delta" and isinstance(obj.get("usage"), dict): - _usage: Final = obj["usage"] - prompt_tokens: Final = int(_usage.get("input_tokens", 0) or 0) - completion_tokens: Final = int(_usage.get("output_tokens", 0) or 0) - total_tokens: Final = int( - _usage.get("total_tokens", prompt_tokens + completion_tokens) or (prompt_tokens + completion_tokens) - ) - - # Extract additional usage fields - cache_creation_input_tokens: Final = _usage.get("cache_creation_input_tokens") - cache_read_input_tokens: Final = _usage.get("cache_read_input_tokens") - web_search_requests: Final = _usage.get("web_search_requests") - completion_tokens_details: Final = _usage.get("completion_tokens_details") - prompt_tokens_details: Final = _usage.get("prompt_tokens_details") - - usage_kwargs: Final[dict[str, Any]] = { - "prompt_tokens": prompt_tokens, - "completion_tokens": completion_tokens, - "total_tokens": total_tokens, - } - - # Add optional named parameters - if completion_tokens_details is not None: - usage_kwargs["completion_tokens_details"] = completion_tokens_details - if prompt_tokens_details is not None: - usage_kwargs["prompt_tokens_details"] = prompt_tokens_details - - # Handle web_search_requests by wrapping in ServerToolUse - if web_search_requests is not None: - usage_kwargs["server_tool_use"] = ServerToolUse(web_search_requests=web_search_requests) - - # Add cache-related fields to **params (handled by Usage.__init__) - if cache_creation_input_tokens is not None: - usage_kwargs["cache_creation_input_tokens"] = cache_creation_input_tokens - if cache_read_input_tokens is not None: - usage_kwargs["cache_read_input_tokens"] = cache_read_input_tokens - - _mr: Final = ModelResponse(usage=Usage(**usage_kwargs)) - - try: - cost_val = litellm.completion_cost( - completion_response=_mr, - model=model_name, - ) - except Exception: - cost_val = None - - if cost_val is not None: - obj.setdefault("usage", {})["cost"] = cost_val - return obj - return None + usage: Final = obj.get("usage") + if not isinstance(usage, dict): + return None + usage_kwargs: Final = ProxyBaseLLMRequestProcessing._stream_usage_kwargs_for_event(obj, usage) + if usage_kwargs is None: + return None + service_tier: Final = obj.get("service_tier") + cost_val: Final = ProxyBaseLLMRequestProcessing._completion_cost_or_none( + ModelResponse(usage=Usage(**usage_kwargs)), + model_name, + service_tier if isinstance(service_tier, str) else None, + ) + if cost_val is None: + return None + return {**obj, "usage": {**usage, "cost": cost_val}} def maybe_get_model_id(self, _logging_obj: LiteLLMLoggingObj | None) -> str | None: """ diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index ff1c12d08d7..192600ba150 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -56,7 +56,13 @@ class PassThroughStreamingHandler: cost_injection_active: Final = ( bool(getattr(litellm, "include_cost_in_streaming_usage", False)) and bool(model_name) - and endpoint_type in (EndpointType.VERTEX_AI, EndpointType.ANTHROPIC) + and ( + endpoint_type in (EndpointType.ANTHROPIC, EndpointType.OPENAI) + or ( + endpoint_type == EndpointType.VERTEX_AI + and ("streamRawPredict" in url_route or "rawPredict" in url_route) + ) + ) ) try: if not cost_injection_active: @@ -74,21 +80,7 @@ class PassThroughStreamingHandler: async for chunk in response.aiter_bytes(): raw_bytes.append(chunk) PassThroughStreamingHandler._stamp_first_chunk_if_needed(litellm_logging_obj) - if endpoint_type == EndpointType.VERTEX_AI: - if "streamRawPredict" in url_route or "rawPredict" in url_route: - modified_chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( - chunk, resolved_model_name - ) - if modified_chunk is not None: - chunk = modified_chunk - else: # EndpointType.ANTHROPIC - modified_chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( - chunk, resolved_model_name - ) - if modified_chunk is not None: - chunk = modified_chunk - - yield chunk + yield ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection(chunk, resolved_model_name) except Exception as e: verbose_proxy_logger.error("Error in chunk_processor: %s", e) raise diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py index 163a0cbff3c..6d47897f710 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py @@ -1,12 +1,14 @@ -"""Regression tests for LIT-2642 — interrupted pass-through streams must still log usage.""" +"""Regression tests for PassThroughStreamingHandler.chunk_processor.""" import asyncio +import json from datetime import datetime from unittest.mock import AsyncMock, MagicMock, patch import httpx import pytest +import litellm from litellm.litellm_core_utils.logging_worker import GLOBAL_LOGGING_WORKER from litellm.proxy.pass_through_endpoints.streaming_handler import ( PassThroughStreamingHandler, @@ -361,6 +363,107 @@ async def test_chunk_processor_stamps_completion_start_time_on_cost_injection_pa mock_logging_obj._update_completion_start_time.assert_called_once() +def _openai_passthrough_stream_chunks(): + return [ + ( + b'data: {"id":"chatcmpl-1","object":"chat.completion.chunk",' + b'"choices":[{"index":0,"delta":{"content":"Hi"}}],"usage":null}\n\n' + ), + b": keepalive\n\n", + ( + b'data: {"id":"chatcmpl-1","object":"chat.completion.chunk","choices":[],' + b'"usage":{"prompt_tokens":11,"completion_tokens":4,"total_tokens":15,' + b'"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},' + b'"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,' + b'"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}}}\n\n' + ), + b"data: [DONE]\n\n", + ] + + +async def _collect_openai_passthrough_chunks(chunks, endpoint_type): + response = _make_streaming_response(chunks) + with patch.object( + PassThroughStreamingHandler, + "_route_streaming_logging_to_handler", + new=AsyncMock(), + ): + received = [] + async for chunk in PassThroughStreamingHandler.chunk_processor( + response=response, + request_body={"model": "gpt-4o-mini", "stream": True}, + litellm_logging_obj=MagicMock(), + endpoint_type=endpoint_type, + start_time=datetime.now(), + passthrough_success_handler_obj=MagicMock(), + url_route="/openai/v1/chat/completions", + ): + received.append(chunk) + await asyncio.sleep(0) + return received + + +@pytest.mark.asyncio +async def test_chunk_processor_injects_cost_into_openai_passthrough_usage_frame(monkeypatch): + """Regression: issue #36492 — with include_cost_in_streaming_usage on, the final + OpenAI passthrough chat.completion.chunk usage frame must carry usage.cost, like + every other streaming surface already does.""" + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunks = _openai_passthrough_stream_chunks() + + received = await _collect_openai_passthrough_chunks(chunks, EndpointType.OPENAI) + + assert received[0] == chunks[0] + assert received[1] == chunks[1] + assert received[3] == chunks[3] + final_payload = json.loads(received[2].decode("utf-8").split("data:", 1)[1].strip()) + pricing = litellm.model_cost["gpt-4o-mini"] + expected_cost = 11 * pricing["input_cost_per_token"] + 4 * pricing["output_cost_per_token"] + assert final_payload["usage"]["cost"] == pytest.approx(expected_cost) + assert final_payload["usage"]["cost"] > 0 + assert final_payload["usage"]["prompt_tokens"] == 11 + assert final_payload["usage"]["completion_tokens"] == 4 + assert final_payload["usage"]["total_tokens"] == 15 + + +@pytest.mark.asyncio +async def test_chunk_processor_flag_off_leaves_openai_passthrough_stream_byte_identical(monkeypatch): + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", False) + chunks = _openai_passthrough_stream_chunks() + + received = await _collect_openai_passthrough_chunks(chunks, EndpointType.OPENAI) + + assert received == chunks + + +@pytest.mark.asyncio +async def test_chunk_processor_flag_on_leaves_openai_frames_without_usage_untouched(monkeypatch): + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunks = [ + ( + b'data: {"id":"chatcmpl-1","object":"chat.completion.chunk",' + b'"choices":[{"index":0,"delta":{"content":"Hi"}}],"usage":null}\n\n' + ), + b": keepalive\n\n", + b"not json at all\n\n", + b"data: [DONE]\n\n", + ] + + received = await _collect_openai_passthrough_chunks(chunks, EndpointType.OPENAI) + + assert received == chunks + + +@pytest.mark.asyncio +async def test_chunk_processor_flag_on_leaves_generic_passthrough_untouched(monkeypatch): + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunks = _openai_passthrough_stream_chunks() + + received = await _collect_openai_passthrough_chunks(chunks, EndpointType.GENERIC) + + assert received == chunks + + def test_convert_raw_bytes_survives_truncated_multibyte_sequence(): """A stream cut mid-multibyte-sequence (client disconnect) must still decode via errors="replace" so the usage events already received are logged, instead diff --git a/tests/test_litellm/proxy/test_common_request_processing.py b/tests/test_litellm/proxy/test_common_request_processing.py index aacc7498ccb..a3c0f0089fe 100644 --- a/tests/test_litellm/proxy/test_common_request_processing.py +++ b/tests/test_litellm/proxy/test_common_request_processing.py @@ -1,6 +1,7 @@ import asyncio import copy import datetime +import json from types import SimpleNamespace from typing import AsyncGenerator, Callable, Optional from unittest.mock import AsyncMock, MagicMock, patch @@ -5746,3 +5747,132 @@ class TestPerRequestModelGroupAlias: ) assert merged_for == ["group-b"] + + +class TestInjectCostIntoUsageDict: + @staticmethod + def _expected_cost(model, prompt_tokens, completion_tokens): + pricing = litellm.model_cost[model] + return prompt_tokens * pricing["input_cost_per_token"] + completion_tokens * pricing["output_cost_per_token"] + + def test_openai_chat_completion_chunk_usage_gets_cost(self): + event = { + "id": "chatcmpl-1", + "object": "chat.completion.chunk", + "choices": [], + "usage": { + "prompt_tokens": 11, + "completion_tokens": 4, + "total_tokens": 15, + "prompt_tokens_details": {"cached_tokens": 0, "audio_tokens": 0}, + "completion_tokens_details": { + "reasoning_tokens": 0, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0, + }, + }, + } + + result = ProxyBaseLLMRequestProcessing._inject_cost_into_usage_dict(event, "gpt-4o-mini") + + assert result is not None + assert result["usage"]["cost"] == pytest.approx(self._expected_cost("gpt-4o-mini", 11, 4)) + assert result["usage"]["cost"] > 0 + assert result["usage"]["prompt_tokens"] == 11 + assert result["id"] == "chatcmpl-1" + assert "cost" not in event["usage"] + + def test_anthropic_message_delta_usage_still_gets_cost(self): + event = { + "type": "message_delta", + "delta": {"stop_reason": "end_turn"}, + "usage": {"input_tokens": 11, "output_tokens": 4}, + } + + result = ProxyBaseLLMRequestProcessing._inject_cost_into_usage_dict(event, "claude-haiku-4-5") + + assert result is not None + assert result["usage"]["cost"] == pytest.approx(self._expected_cost("claude-haiku-4-5", 11, 4)) + assert result["usage"]["cost"] > 0 + assert result["usage"]["output_tokens"] == 4 + + def test_openai_chunk_with_flex_service_tier_uses_flex_pricing(self): + event = { + "id": "chatcmpl-1", + "object": "chat.completion.chunk", + "service_tier": "flex", + "choices": [], + "usage": {"prompt_tokens": 1000, "completion_tokens": 100, "total_tokens": 1100}, + } + + result = ProxyBaseLLMRequestProcessing._inject_cost_into_usage_dict(event, "gpt-5-mini") + + assert result is not None + pricing = litellm.model_cost["gpt-5-mini"] + expected_flex_cost = 1000 * pricing["input_cost_per_token_flex"] + 100 * pricing["output_cost_per_token_flex"] + assert result["usage"]["cost"] == pytest.approx(expected_flex_cost) + assert result["usage"]["cost"] < self._expected_cost("gpt-5-mini", 1000, 100) + + def test_openai_chunk_with_null_usage_is_not_modified(self): + event = { + "id": "chatcmpl-1", + "object": "chat.completion.chunk", + "choices": [{"index": 0, "delta": {"content": "Hi"}}], + "usage": None, + } + + assert ProxyBaseLLMRequestProcessing._inject_cost_into_usage_dict(event, "gpt-4o-mini") is None + + def test_unrecognized_event_shape_with_usage_is_not_modified(self): + event = {"kind": "custom", "usage": {"prompt_tokens": 11, "completion_tokens": 4}} + + assert ProxyBaseLLMRequestProcessing._inject_cost_into_usage_dict(event, "gpt-4o-mini") is None + + def test_sse_frame_with_coalesced_done_line_injects_into_usage_frame(self): + frame = ( + 'data: {"object":"chat.completion.chunk","choices":[],' + '"usage":{"prompt_tokens":11,"completion_tokens":4,"total_tokens":15}}\n\n' + "data: [DONE]\n\n" + ) + + result = ProxyBaseLLMRequestProcessing._inject_cost_into_sse_frame_str(frame, "gpt-4o-mini") + + assert result is not None + assert "data: [DONE]" in result + injected = json.loads(result.split("\n")[0].split("data:", 1)[1].strip()) + assert injected["usage"]["cost"] == pytest.approx(self._expected_cost("gpt-4o-mini", 11, 4)) + + +class TestProcessChunkWithCostInjection: + def test_complete_usage_frame_chunk_is_injected(self, monkeypatch): + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunk = ( + b'data: {"object":"chat.completion.chunk","choices":[],' + b'"usage":{"prompt_tokens":11,"completion_tokens":4,"total_tokens":15}}\n\n' + ) + + result = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection(chunk, "gpt-4o-mini") + + assert result != chunk + assert result.endswith(b"\n\n") + payload = json.loads(result.decode("utf-8").split("data:", 1)[1].strip()) + assert payload["usage"]["cost"] > 0 + + def test_chunk_ending_in_partial_frame_passes_through_byte_identical(self, monkeypatch): + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunk = ( + b'data: {"object":"chat.completion.chunk","choices":[],' + b'"usage":{"prompt_tokens":11,"completion_tokens":4,"total_tokens":15}}\n\ndata: [DO' + ) + + assert ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection(chunk, "gpt-4o-mini") == chunk + + def test_chunk_with_invalid_utf8_passes_through_byte_identical(self, monkeypatch): + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunk = ( + b'\xa8data: {"object":"chat.completion.chunk","choices":[],' + b'"usage":{"prompt_tokens":11,"completion_tokens":4,"total_tokens":15}}\n\n' + ) + + assert ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection(chunk, "gpt-4o-mini") == chunk From 5643a59aa4e0a7322a14ac0645dad21631cd66f8 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:58:21 +0000 Subject: [PATCH 200/234] fix: move bug report guidance out of prefilled values so required means filled Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 61 ++++++++++----------------- CLAUDE.md | 2 +- 2 files changed, 23 insertions(+), 40 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 86f66764ab0..7e08f9297f8 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -23,71 +23,54 @@ body: label: What happened? description: Also tell us, what did you expect to happen? placeholder: Tell us what you see! - value: "A bug happened!" validations: required: true - type: textarea id: user-flow attributes: label: User Flow - description: Two numbered lists walking the same end user through the same task, one before a hypothetical fix and one after. Keep the guidance comments in the box while you fill it in, they explain every rule. - value: | - - - Before a (hypothetical) fix: - - 1. - 2. - 3. - - After a (hypothetical) fix: - - 1. - 2. - 3. validations: required: true - type: textarea id: proof-of-bug attributes: label: Proof the bug occurs - description: Paste the commands you ran and their output, captured against a live proxy with no mocks. Keep the guidance comments in the box while you fill it in, they explain every rule. - value: | - + description: | + The commands (e.g., curl) and their full output, screenshots, or a screen recording demonstrating that the bug happens. Every rule below applies. + - The proof must be completely e2e with no mocks, against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), hitting real LLM provider APIs and costing real $ where the bug involves a provider call. `pytest` commands are not enough + - Show exactly what the end user sees or does, matching the User Flow above step for step + - Start with the config.yaml (or SDK setup) and any env vars the proxy ran with, then the exact version or commit hash the proof was captured at, so a maintainer can stand up the same proxy before running your commands. Keep the real values for env vars that aren't sensitive, they are often the reason the bug happens, and redact only the secrets: never paste a real API key, virtual key, database URL, or other credential, here or anywhere else in the issue + - If the bug applies to more than one of the LLM endpoints (/v1/responses, /v1/chat/completions, /v1/messages), include proof for every one of them, not just one + - For UI bugs: include screenshots and the page URLs you were on. Scrub keys and tokens out of screenshots too, they show up in headers, request panels, and the Admin UI + placeholder: | Config / setup the proxy ran with: Version or commit: Commands and their full output: - validations: required: true - type: checkboxes diff --git a/CLAUDE.md b/CLAUDE.md index e4f027715cc..3941060afa2 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -31,7 +31,7 @@ When creating PRs, don't set base to `main`. `litellm_internal_staging` is the d When writing a PR body, treat the comments and imperative instructions inside @.github/pull_request_template.md as rules to follow, not just layout. Agent harnesses may strip HTML comments from copies of that file injected into context, so read .github/pull_request_template.md from disk before writing a PR body to make sure you see every comment rule -The same goes for filing a bug report: treat the comments and imperative instructions inside @.github/ISSUE_TEMPLATE/bug_report.yml as rules to follow, not just layout, and read that file from disk before writing an issue body so no stripped HTML comment escapes you +The same goes for filing a bug report: treat every field's `description` and `placeholder` in @.github/ISSUE_TEMPLATE/bug_report.yml as rules to follow, not just layout, and read that file from disk before writing an issue body, since the rendered form and any copy injected into your context can drop or reflow that guidance If you're resolving a linear ticket, in the "## Linear ticket" section of the PR, say "Resolves LIT-1234", replacing "LIT-1234" with the actual ticket id that you're resolving. If you don't have the ticket id, don't make one up or search for it. Just leave the section blank From 46fb1cd514cd2b21db62146fae06c704f8193e63 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 20:07:57 -0700 Subject: [PATCH 201/234] fix(proxy): reassemble fragmented SSE frames and inject logging dependency --- .../streaming_handler.py | 42 ++++++++++++++-- .../test_streaming_handler_interrupt.py | 49 +++++++++++++------ 2 files changed, 72 insertions(+), 19 deletions(-) diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index 192600ba150..da4a8eceb89 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -1,5 +1,6 @@ +from collections.abc import Coroutine from datetime import datetime -from typing import Final +from typing import Final, Protocol import httpx @@ -24,6 +25,21 @@ from .llm_provider_handlers.vertex_passthrough_logging_handler import ( from .success_handler import PassThroughEndpointLogging +class RouteStreamingLogging(Protocol): + def __call__( + self, + *, + litellm_logging_obj: LiteLLMLoggingObj, + passthrough_success_handler_obj: PassThroughEndpointLogging, + url_route: str, + request_body: dict, + endpoint_type: EndpointType, + start_time: datetime, + raw_bytes: list[bytes], + end_time: datetime, + ) -> Coroutine[None, None, None]: ... + + class PassThroughStreamingHandler: @staticmethod def _stamp_first_chunk_if_needed(litellm_logging_obj: LiteLLMLoggingObj) -> None: @@ -39,7 +55,11 @@ class PassThroughStreamingHandler: start_time: datetime, passthrough_success_handler_obj: PassThroughEndpointLogging, url_route: str, + route_streaming_logging: RouteStreamingLogging | None = None, ): + resolved_route_streaming_logging: Final[RouteStreamingLogging] = ( + route_streaming_logging or PassThroughStreamingHandler._route_streaming_logging_to_handler + ) raw_bytes: Final[list[bytes]] = [] logging_scheduled = False model_name: Final = PassThroughStreamingHandler._extract_model_for_cost_injection( @@ -77,10 +97,19 @@ class PassThroughStreamingHandler: # -> ``str`` for the per-chunk call site. assert model_name is not None resolved_model_name: Final[str] = model_name + pending = b"" async for chunk in response.aiter_bytes(): raw_bytes.append(chunk) PassThroughStreamingHandler._stamp_first_chunk_if_needed(litellm_logging_obj) - yield ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection(chunk, resolved_model_name) + complete_frames, pending = PassThroughStreamingHandler._split_complete_sse_frames( + pending + chunk + ) # rebind-ok: SSE frame reassembly buffer across transport chunks + if complete_frames: + yield ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( + complete_frames, resolved_model_name + ) + if pending: + yield pending except Exception as e: verbose_proxy_logger.error("Error in chunk_processor: %s", e) raise @@ -96,7 +125,7 @@ class PassThroughStreamingHandler: logging_scheduled = True try: GLOBAL_LOGGING_WORKER.ensure_initialized_and_enqueue( - async_coroutine=PassThroughStreamingHandler._route_streaming_logging_to_handler( + async_coroutine=resolved_route_streaming_logging( litellm_logging_obj=litellm_logging_obj, passthrough_success_handler_obj=passthrough_success_handler_obj, url_route=url_route, @@ -110,6 +139,13 @@ class PassThroughStreamingHandler: except Exception as e: verbose_proxy_logger.error("Error scheduling chunk_processor logging: %s", e) + @staticmethod + def _split_complete_sse_frames(pending: bytes) -> tuple[bytes, bytes]: + frame_boundary: Final = pending.rfind(b"\n\n") + if frame_boundary == -1: + return b"", pending + return pending[: frame_boundary + 2], pending[frame_boundary + 2 :] + @staticmethod async def _route_streaming_logging_to_handler( litellm_logging_obj: LiteLLMLoggingObj, diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py index 6d47897f710..7b649db43ed 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py @@ -383,23 +383,19 @@ def _openai_passthrough_stream_chunks(): async def _collect_openai_passthrough_chunks(chunks, endpoint_type): response = _make_streaming_response(chunks) - with patch.object( - PassThroughStreamingHandler, - "_route_streaming_logging_to_handler", - new=AsyncMock(), + received = [] + async for chunk in PassThroughStreamingHandler.chunk_processor( + response=response, + request_body={"model": "gpt-4o-mini", "stream": True}, + litellm_logging_obj=MagicMock(), + endpoint_type=endpoint_type, + start_time=datetime.now(), + passthrough_success_handler_obj=MagicMock(), + url_route="/openai/v1/chat/completions", + route_streaming_logging=AsyncMock(), ): - received = [] - async for chunk in PassThroughStreamingHandler.chunk_processor( - response=response, - request_body={"model": "gpt-4o-mini", "stream": True}, - litellm_logging_obj=MagicMock(), - endpoint_type=endpoint_type, - start_time=datetime.now(), - passthrough_success_handler_obj=MagicMock(), - url_route="/openai/v1/chat/completions", - ): - received.append(chunk) - await asyncio.sleep(0) + received.append(chunk) + await asyncio.sleep(0) return received @@ -426,6 +422,27 @@ async def test_chunk_processor_injects_cost_into_openai_passthrough_usage_frame( assert final_payload["usage"]["total_tokens"] == 15 +@pytest.mark.asyncio +async def test_chunk_processor_injects_cost_into_usage_frame_fragmented_across_chunks(monkeypatch): + """Regression: an SSE usage frame split across transport chunks must still get + cost injected once the frame completes, instead of passing through untouched.""" + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + whole = _openai_passthrough_stream_chunks() + usage_frame = whole[2] + split_at = len(usage_frame) // 2 + chunks = [whole[0], whole[1], usage_frame[:split_at], usage_frame[split_at:], whole[3]] + + received = await _collect_openai_passthrough_chunks(chunks, EndpointType.OPENAI) + + reassembled = b"".join(received).decode("utf-8") + usage_lines = [ln for ln in reassembled.split("\n") if '"total_tokens"' in ln] + assert len(usage_lines) == 1 + final_payload = json.loads(usage_lines[0].split("data:", 1)[1].strip()) + assert final_payload["usage"]["cost"] > 0 + assert final_payload["usage"]["prompt_tokens"] == 11 + assert reassembled.endswith("data: [DONE]\n\n") + + @pytest.mark.asyncio async def test_chunk_processor_flag_off_leaves_openai_passthrough_stream_byte_identical(monkeypatch): monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", False) From b5eed5e5261cfe636fe8a8a272303abcd0a037fa Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 20:08:20 -0700 Subject: [PATCH 202/234] test(bedrock): cover the aws request param merge guard in the unit suite --- .../llms/bedrock/test_bedrock_common_utils.py | 52 +++++++++++++++++++ 1 file changed, 52 insertions(+) diff --git a/tests/test_litellm/llms/bedrock/test_bedrock_common_utils.py b/tests/test_litellm/llms/bedrock/test_bedrock_common_utils.py index 8cc6e4ff25d..83f3d73015d 100644 --- a/tests/test_litellm/llms/bedrock/test_bedrock_common_utils.py +++ b/tests/test_litellm/llms/bedrock/test_bedrock_common_utils.py @@ -473,3 +473,55 @@ def test_capability_lookups_fall_back_to_base_model_when_regional_entry_lacks_fi assert is_claude_4_5_on_bedrock(regional) is True assert bedrock_converse_supports_parallel_tool_use_config(regional) is True + + +def test_merge_bedrock_aws_request_params_strips_caller_identity_when_deployment_has_static_credentials(): + from litellm.llms.bedrock.common_utils import merge_bedrock_aws_request_params + + merged = merge_bedrock_aws_request_params( + litellm_params={ + "aws_access_key_id": "deployment-key", + "aws_secret_access_key": "deployment-secret", + "aws_region_name": "us-west-2", + "s3_bucket_name": "deployment-bucket", + }, + optional_params={ + "aws_access_key_id": "caller-key", + "aws_profile_name": "caller-profile", + "aws_role_name": "arn:aws:iam::123456789012:role/caller", + "aws_session_token": "caller-token", + "aws_web_identity_token": "caller-web-identity", + "timeout": 600, + }, + ) + + assert merged["aws_access_key_id"] == "deployment-key" + assert merged["aws_secret_access_key"] == "deployment-secret" + assert merged["aws_region_name"] == "us-west-2" + assert merged["s3_bucket_name"] == "deployment-bucket" + assert merged["timeout"] == 600 + for stripped in ( + "aws_profile_name", + "aws_role_name", + "aws_session_token", + "aws_web_identity_token", + ): + assert stripped not in merged + + +def test_merge_bedrock_aws_request_params_keeps_caller_credentials_without_static_deployment_credentials(): + from litellm.llms.bedrock.common_utils import merge_bedrock_aws_request_params + + merged = merge_bedrock_aws_request_params( + litellm_params={"aws_region_name": "us-west-2"}, + optional_params={ + "aws_access_key_id": "caller-key", + "aws_secret_access_key": "caller-secret", + "aws_session_token": "caller-token", + }, + ) + + assert merged["aws_access_key_id"] == "caller-key" + assert merged["aws_secret_access_key"] == "caller-secret" + assert merged["aws_session_token"] == "caller-token" + assert merged["aws_region_name"] == "us-west-2" From 929ee52b873d1f70b6395b607b7ae6d169270dc8 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 03:23:16 +0000 Subject: [PATCH 203/234] fix(bedrock): preserve adaptive thinking effort through the /v1/messages bridge Claude Code drives Opus 4.7 with thinking {"type": "adaptive"} plus output_config {"effort": "max"}. The anthropic-to-openai adapter forwarded thinking verbatim for Claude models but dropped output_config, and Bedrock Converse streams zero reasoningContent blocks for adaptive thinking without an effort tier. Forward the effort subset of output_config for Bedrock targets, accept it in the converse supported params, and map it with the model's effort ceiling applied. Re-enable the skipped e2e compat cell that catches this --- .../adapters/transformation.py | 11 +++ .../bedrock/chat/converse_transformation.py | 6 ++ litellm/types/llms/openai.py | 1 + .../thinking/test_bedrock_converse.py | 4 - ...al_pass_through_adapters_transformation.py | 82 +++++++++++++++++++ .../chat/test_converse_transformation.py | 40 +++++++++ 6 files changed, 140 insertions(+), 4 deletions(-) diff --git a/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py b/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py index 22f9bfd30ea..3640f9fd2b8 100644 --- a/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py +++ b/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py @@ -976,6 +976,17 @@ class LiteLLMAnthropicMessagesAdapter: model: Final = new_kwargs.get("model", "") if self.is_anthropic_claude_model(model) or self.is_bedrock_arn_model(model): new_kwargs["thinking"] = thinking + # Adaptive thinking without its effort tier makes Bedrock Converse + # return zero reasoning blocks, so forward output_config (minus + # `format`, already translated to response_format) for Bedrock + # targets only: other bridged providers reject the raw param, and + # get_llm_provider strips the `bedrock/` prefix before this runs. + if model.startswith(("bedrock/", "converse/", "invoke/")) or self.is_bedrock_arn_model(model): + claude_output_config: Final = anthropic_message_request.get("output_config") + if isinstance(claude_output_config, dict): + effort_config: Final = {k: v for k, v in claude_output_config.items() if k != "format"} + if effort_config: + new_kwargs["output_config"] = effort_config # rebind-ok: out-param store like thinking above return reasoning_effort = self.translate_anthropic_thinking_to_reasoning_effort(cast(dict[str, Any], thinking)) diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py index 193987a3543..f7f240af54f 100644 --- a/litellm/llms/bedrock/chat/converse_transformation.py +++ b/litellm/llms/bedrock/chat/converse_transformation.py @@ -514,6 +514,7 @@ class AmazonConverseConfig(BaseConfig): supported_params.append("tool_choice") supported_params.append("thinking") supported_params.append("reasoning_effort") + supported_params.append("output_config") # For nova imported models, also add web_search_options if "nova" in model.lower(): supported_params.append("web_search_options") @@ -564,6 +565,7 @@ class AmazonConverseConfig(BaseConfig): ): supported_params.append("thinking") supported_params.append("reasoning_effort") + supported_params.append("output_config") if base_model.startswith("anthropic"): supported_params.append("context_management") @@ -919,6 +921,10 @@ class AmazonConverseConfig(BaseConfig): self._handle_reasoning_effort_parameter( model=model, reasoning_effort=value, optional_params=optional_params ) + elif param == "output_config" and isinstance(value, dict): + mapped_output_config = dict(value) + normalize_bedrock_opus_output_config_effort(model=model, output_config=mapped_output_config) + optional_params["output_config"] = mapped_output_config # rebind-ok: out-param store like siblings elif param == "context_management" and isinstance(value, (dict, list)): self._map_context_management_param(value, optional_params) if param == "requestMetadata": diff --git a/litellm/types/llms/openai.py b/litellm/types/llms/openai.py index da0592e6bb2..4eec48c9c89 100644 --- a/litellm/types/llms/openai.py +++ b/litellm/types/llms/openai.py @@ -929,6 +929,7 @@ class ChatCompletionRequest(TypedDict, total=False): user: str metadata: dict # litellm specific param reasoning_effort: str # OpenAI o1/o3 reasoning parameter + output_config: Mapping[str, object] # Anthropic adaptive-thinking effort, bridged for Bedrock Claude class ChatCompletionDeltaChunk(TypedDict, total=False): diff --git a/tests/e2e/claude_code/thinking/test_bedrock_converse.py b/tests/e2e/claude_code/thinking/test_bedrock_converse.py index 3b1449d8cb7..0b409f18ea7 100644 --- a/tests/e2e/claude_code/thinking/test_bedrock_converse.py +++ b/tests/e2e/claude_code/thinking/test_bedrock_converse.py @@ -54,10 +54,6 @@ def _has_thinking_block(events: Sequence[Mapping[str, Any]]) -> bool: return False -@pytest.mark.skip( - reason="product bug LIT-4524: Bedrock Converse streaming Content block is not a text block; " - "re-enable when empty/mismatched content_block_delta is fixed" -) @pytest.mark.covers("llm.messages.bedrock_converse.thinking.nonstream.works") def test_thinking_bedrock_converse(compat_result): """Drive the `claude` CLI against the LiteLLM proxy with thinking diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py index c0c6e315b5b..1ade9a19f35 100644 --- a/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py +++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_anthropic_experimental_pass_through_adapters_transformation.py @@ -1610,6 +1610,88 @@ def test_thinking_disabled_stays_plain_string_when_auto_summary_enabled(): assert new_kwargs["reasoning_effort"] == "none" +@pytest.mark.parametrize( + "model", + [ + # SDK-style model with the provider prefix intact + "bedrock/converse/us.anthropic.claude-opus-4-7", + # what the bridge actually sees in the proxy: get_llm_provider has + # already stripped the `bedrock/` prefix by the time it translates + "converse/us.anthropic.claude-opus-4-7", + ], +) +def test_adaptive_thinking_output_config_effort_preserved_for_claude_model(model): + """ + Regression: Claude Code drives adaptive thinking as `thinking: {"type": "adaptive"}` + plus `output_config: {"effort": "max"}`. The Claude branch of the thinking translator + forwarded `thinking` verbatim but returned early without reading `output_config`, and + the handler strips the raw key from extra_kwargs, so the effort tier never reached the + backend. On Bedrock Converse, adaptive thinking without effort streams zero reasoning + blocks. The `format` subkey must still be excluded (it is translated to + `response_format` separately). + """ + from litellm.types.llms.anthropic import AnthropicMessagesRequest + + anthropic_request = AnthropicMessagesRequest( + model=model, + max_tokens=1024, + messages=[{"role": "user", "content": "hi"}], + thinking={"type": "adaptive"}, + output_config={ + "effort": "max", + "format": {"type": "json_schema", "schema": {"type": "object", "properties": {}}}, + }, + ) + + adapter = LiteLLMAnthropicMessagesAdapter() + openai_request, _ = adapter.translate_anthropic_to_openai(anthropic_message_request=anthropic_request) + + assert openai_request["thinking"] == {"type": "adaptive"} + assert openai_request["output_config"] == {"effort": "max"} + assert "response_format" in openai_request + + +def test_adaptive_thinking_format_only_output_config_not_forwarded_for_claude_model(): + """When `output_config` carries only `format`, nothing effort-bearing remains, so the + translator must not forward an empty `output_config` dict.""" + from litellm.types.llms.anthropic import AnthropicMessagesRequest + + anthropic_request = AnthropicMessagesRequest( + model="bedrock/converse/us.anthropic.claude-opus-4-7", + max_tokens=1024, + messages=[{"role": "user", "content": "hi"}], + thinking={"type": "adaptive"}, + output_config={"format": {"type": "json_schema", "schema": {"type": "object", "properties": {}}}}, + ) + + adapter = LiteLLMAnthropicMessagesAdapter() + openai_request, _ = adapter.translate_anthropic_to_openai(anthropic_message_request=anthropic_request) + + assert openai_request["thinking"] == {"type": "adaptive"} + assert "output_config" not in openai_request + + +def test_adaptive_thinking_output_config_not_forwarded_for_non_bedrock_claude_model(): + """`output_config` is forwarded only for Bedrock-destined Claude models. Other + Claude-through-bridge providers (e.g. openrouter) accept `thinking` but reject a raw + `output_config` param with UnsupportedParamsError when drop_params is off.""" + from litellm.types.llms.anthropic import AnthropicMessagesRequest + + anthropic_request = AnthropicMessagesRequest( + model="openrouter/anthropic/claude-opus-4-7", + max_tokens=1024, + messages=[{"role": "user", "content": "hi"}], + thinking={"type": "adaptive"}, + output_config={"effort": "max"}, + ) + + adapter = LiteLLMAnthropicMessagesAdapter() + openai_request, _ = adapter.translate_anthropic_to_openai(anthropic_message_request=anthropic_request) + + assert openai_request["thinking"] == {"type": "adaptive"} + assert "output_config" not in openai_request + + def test_stop_sequences_translated_to_stop_for_non_claude_model(): from litellm.types.llms.anthropic import AnthropicMessagesRequest diff --git a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py index 7b7796fb01b..cba87427bee 100644 --- a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py @@ -370,6 +370,46 @@ def test_output_config_effort_forwarded_into_additional_request_fields(model): assert additional.get("output_config") == {"effort": "high"} +@pytest.mark.parametrize( + "model,effort,expected_effort", + [ + ("bedrock/converse/us.anthropic.claude-opus-4-7", "max", "max"), + ("bedrock/converse/us.anthropic.claude-opus-4-6-v1", "xhigh", "max"), + ], +) +def test_explicit_output_config_effort_mapped_for_adaptive_thinking_converse(model, effort, expected_effort): + """Regression: Claude Code drives adaptive thinking as ``thinking: {"type": + "adaptive"}`` plus ``output_config: {"effort": ...}``. ``output_config`` must + be a supported openai param and survive ``map_openai_params`` (clamped to the + model's Bedrock effort ceiling), otherwise the Converse request carries + adaptive thinking without an effort tier and Bedrock streams zero + ``reasoningContent`` blocks.""" + config = AmazonConverseConfig() + + assert "output_config" in config.get_supported_openai_params(model) + + optional_params = config.map_openai_params( + non_default_params={ + "thinking": {"type": "adaptive"}, + "output_config": {"effort": effort}, + }, + optional_params={}, + model=model, + drop_params=False, + ) + + assert optional_params["thinking"] == {"type": "adaptive"} + assert optional_params["output_config"] == {"effort": expected_effort} + + +def test_output_config_supported_param_for_arn_models_converse(): + """ARN model ids hide the underlying Claude model, so ``output_config`` must + be in the blanket ARN supported-params list too.""" + config = AmazonConverseConfig() + arn_model = "arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/abcdef123456" + assert "output_config" in config.get_supported_openai_params(arn_model) + + def test_output_config_format_translated_to_native_output_config_converse(): """``output_config.format`` becomes Bedrock ``outputConfig`` and is not forwarded raw.""" config = AmazonConverseConfig() From 938396ef9099ebc5c0056169286325bf1d2bae0a Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 21:37:07 -0700 Subject: [PATCH 204/234] fix(proxy): recognize crlf sse frame boundaries in passthrough reassembly --- litellm/proxy/common_request_processing.py | 2 +- .../streaming_handler.py | 8 +++++--- .../test_streaming_handler_interrupt.py | 18 ++++++++++++++++++ 3 files changed, 24 insertions(+), 4 deletions(-) diff --git a/litellm/proxy/common_request_processing.py b/litellm/proxy/common_request_processing.py index 8dfa08ff19b..4e422ee49d7 100644 --- a/litellm/proxy/common_request_processing.py +++ b/litellm/proxy/common_request_processing.py @@ -3066,7 +3066,7 @@ class ProxyBaseLLMRequestProcessing: elif isinstance(chunk, (bytes, bytearray)): try: s: Final = chunk.decode("utf-8") - if s.endswith("\n\n"): + if s.endswith(("\n\n", "\r\n\r\n")): maybe_mod = ProxyBaseLLMRequestProcessing._inject_cost_into_sse_frame_str(s, model_name) if maybe_mod is not None: return maybe_mod.encode("utf-8") diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index da4a8eceb89..8428c7dcbe2 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -141,10 +141,12 @@ class PassThroughStreamingHandler: @staticmethod def _split_complete_sse_frames(pending: bytes) -> tuple[bytes, bytes]: - frame_boundary: Final = pending.rfind(b"\n\n") - if frame_boundary == -1: + lf_boundary_end: Final = pending.rfind(b"\n\n") + 2 + crlf_boundary_end: Final = pending.rfind(b"\r\n\r\n") + 4 + boundary_end: Final = max(lf_boundary_end if lf_boundary_end >= 2 else 0, crlf_boundary_end if crlf_boundary_end >= 4 else 0) + if boundary_end == 0: return b"", pending - return pending[: frame_boundary + 2], pending[frame_boundary + 2 :] + return pending[:boundary_end], pending[boundary_end:] @staticmethod async def _route_streaming_logging_to_handler( diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py index 7b649db43ed..d559faba1c2 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py @@ -443,6 +443,24 @@ async def test_chunk_processor_injects_cost_into_usage_frame_fragmented_across_c assert reassembled.endswith("data: [DONE]\n\n") +@pytest.mark.asyncio +async def test_chunk_processor_streams_crlf_delimited_frames_live_and_injects_cost(monkeypatch): + """Regression: CRLF-delimited SSE frames must flow as they complete instead of + buffering until EOF, and the usage frame must still get cost injected.""" + monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True) + chunks = [chunk.replace(b"\n\n", b"\r\n\r\n") for chunk in _openai_passthrough_stream_chunks()] + + received = await _collect_openai_passthrough_chunks(chunks, EndpointType.OPENAI) + + assert len(received) == len(chunks) + assert received[0] == chunks[0] + reassembled = b"".join(received).decode("utf-8") + usage_lines = [ln for ln in reassembled.replace("\r\n", "\n").split("\n") if '"total_tokens"' in ln] + assert len(usage_lines) == 1 + final_payload = json.loads(usage_lines[0].split("data:", 1)[1].strip()) + assert final_payload["usage"]["cost"] > 0 + + @pytest.mark.asyncio async def test_chunk_processor_flag_off_leaves_openai_passthrough_stream_byte_identical(monkeypatch): monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", False) From b9b200b3489e9e7e1cae8c6c634a6b8d66a5c150 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 21:43:42 -0700 Subject: [PATCH 205/234] fix(anthropic): keep tool exchanges intact around midturn system write-back --- .../chat/guardrail_translation/handler.py | 44 +++++++++++++++++-- .../test_anthropic_guardrail_handler.py | 41 +++++++++++++++++ 2 files changed, 81 insertions(+), 4 deletions(-) diff --git a/litellm/llms/anthropic/chat/guardrail_translation/handler.py b/litellm/llms/anthropic/chat/guardrail_translation/handler.py index 3747e03660d..e4a4d23b438 100644 --- a/litellm/llms/anthropic/chat/guardrail_translation/handler.py +++ b/litellm/llms/anthropic/chat/guardrail_translation/handler.py @@ -507,6 +507,43 @@ class AnthropicMessagesHandler(BaseTranslation): isinstance(message, dict) and isinstance(hoisted_system_message, dict) and message == hoisted_system_message ) + @staticmethod + def _is_system(message: object) -> bool: + """Whether the row is an in-sequence system message.""" + return isinstance(message, dict) and str(message.get("role") or "").lower() == "system" + + @staticmethod + def _defer_systems_inside_tool_exchanges( + structured_messages: list, # mutable-ok: API message payload + ) -> list: + """Hold a system row until the tool exchange around it completes so the call/result pair converts together.""" + from litellm.litellm_core_utils.prompt_templates.factory import group_tool_exchanges + + non_system_positions: Final[list[int]] = [ + index + for index, message in enumerate(structured_messages) + if not AnthropicMessagesHandler._is_system(message) + ] + exchange_end_for_start: Final[dict[int, int]] = { + non_system_positions[group[0]]: non_system_positions[group[-1]] + for group in group_tool_exchanges([structured_messages[index] for index in non_system_positions]) + if len(group) > 1 + } + ordered: Final[list] = [] # mutable-ok: API message payload + deferred_systems: Final[list] = [] # mutable-ok: API message payload + open_exchange_end = -1 # rebind-ok: advances to the enclosing exchange's last index + for index, message in enumerate(structured_messages): + if AnthropicMessagesHandler._is_system(message) and index < open_exchange_end: + deferred_systems.append(message) + continue + open_exchange_end = exchange_end_for_start.get(index, open_exchange_end) + ordered.append(message) + if index >= open_exchange_end and deferred_systems: + ordered.extend(deferred_systems) + deferred_systems.clear() + ordered.extend(deferred_systems) + return ordered + @staticmethod def _write_back_structured_messages( data: dict, # mutable-ok: API message payload @@ -520,9 +557,7 @@ class AnthropicMessagesHandler(BaseTranslation): group_tool_exchanges, ) - def _is_system(message: object) -> bool: - return isinstance(message, dict) and str(message.get("role") or "").lower() == "system" - + _is_system: Final = AnthropicMessagesHandler._is_system model: Final = str(data.get("model") or "") converted: Final[list] = [] # mutable-ok: API message payload @@ -536,9 +571,10 @@ class AnthropicMessagesHandler(BaseTranslation): ) ) + ordered: Final = AnthropicMessagesHandler._defer_systems_inside_tool_exchanges(structured_messages) run: Final[list] = [] # mutable-ok: API message payload hoisted_dropped = False # rebind-ok: flips once the hoisted prompt is dropped - for message in structured_messages: + for message in ordered: if not _is_system(message): run.append(message) continue diff --git a/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py b/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py index 1470056fd93..cefbaf17d57 100644 --- a/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py +++ b/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py @@ -534,6 +534,47 @@ class TestAnthropicMessagesHandlerInputProcessing: assert data["messages"][2]["content"] == [{"type": "text", "text": "continue"}] assert data["system"] == "trusted top-level system prompt" + @pytest.mark.asyncio + async def test_midturn_system_inside_tool_exchange_keeps_the_pair_intact(self): + """A system row between an assistant tool call and its result must not split the + exchange into orphaned halves; it is emitted right after the exchange instead.""" + handler = AnthropicMessagesHandler() + guardrail = MockCompactingGuardrail( + replacement_messages=[ + {"role": "user", "content": "run the tool"}, + { + "role": "assistant", + "content": "", + "tool_calls": [ + { + "id": "call_1", + "type": "function", + "function": {"name": "get_weather", "arguments": "{}"}, + } + ], + }, + {"role": "system", "content": "use the corrected result"}, + {"role": "tool", "tool_call_id": "call_1", "content": "sunny"}, + ] + ) + data = { + "model": "claude-3-5-sonnet-20241022", + "messages": [ + {"role": "user", "content": "run the tool"}, + {"role": "system", "content": "use the corrected result"}, + ], + } + + await handler.process_input_messages(data=data, guardrail_to_apply=guardrail) + + assert [m["role"] for m in data["messages"]] == ["user", "assistant", "user", "system"] + assistant_blocks = data["messages"][1]["content"] + assert any(block.get("type") == "tool_use" and block.get("id") == "call_1" for block in assistant_blocks) + result_blocks = data["messages"][2]["content"] + assert [block["type"] for block in result_blocks] == ["tool_result"] + assert result_blocks[0]["tool_use_id"] == "call_1" + assert data["messages"][3]["content"] == "use the corrected result" + @pytest.mark.asyncio async def test_compaction_rewrite_does_not_duplicate_hoisted_top_level_system(self): handler = AnthropicMessagesHandler() From 1819c97c271c58a527360d7bb967c1bdb3badd3e Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 21:50:43 -0700 Subject: [PATCH 206/234] style: format streaming handler --- litellm/proxy/pass_through_endpoints/streaming_handler.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index 8428c7dcbe2..c7ccd2d0d0f 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -143,7 +143,9 @@ class PassThroughStreamingHandler: def _split_complete_sse_frames(pending: bytes) -> tuple[bytes, bytes]: lf_boundary_end: Final = pending.rfind(b"\n\n") + 2 crlf_boundary_end: Final = pending.rfind(b"\r\n\r\n") + 4 - boundary_end: Final = max(lf_boundary_end if lf_boundary_end >= 2 else 0, crlf_boundary_end if crlf_boundary_end >= 4 else 0) + boundary_end: Final = max( + lf_boundary_end if lf_boundary_end >= 2 else 0, crlf_boundary_end if crlf_boundary_end >= 4 else 0 + ) if boundary_end == 0: return b"", pending return pending[:boundary_end], pending[boundary_end:] From 1b488f7c2fb199d81086f44bbd570ea951118d01 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Mon, 10 Aug 2026 22:05:49 -0700 Subject: [PATCH 207/234] fix(proxy): ban caller-supplied aws identity selectors in request bodies --- litellm/proxy/auth/auth_utils.py | 8 +++ .../proxy/auth/test_auth_utils.py | 69 +++++++++++++++++++ .../auth/test_banned_params_extra_body.py | 1 + 3 files changed, 78 insertions(+) diff --git a/litellm/proxy/auth/auth_utils.py b/litellm/proxy/auth/auth_utils.py index 3bfae4633c1..c9f9c00f120 100644 --- a/litellm/proxy/auth/auth_utils.py +++ b/litellm/proxy/auth/auth_utils.py @@ -262,6 +262,14 @@ _BANNED_REQUEST_BODY_PARAMS: Final[tuple[str, ...]] = ( "aws_sts_endpoint", "aws_web_identity_token", "aws_role_name", + # Remaining AWS identity selectors. ``get_credentials`` prefers a named + # profile over the deployment's static keys, so a caller-supplied + # ``aws_profile_name`` signs Bedrock and S3 requests as any profile + # present on the proxy host; the two AssumeRole knobs are banned with it + # so the whole identity-selection family lives behind the same opt-in. + "aws_profile_name", + "aws_session_name", + "aws_external_id", "vertex_credentials", # Azure managed-identity / federated-auth token. The Azure provider # transformer reads ``azure_ad_token`` (top-level or via diff --git a/tests/test_litellm/proxy/auth/test_auth_utils.py b/tests/test_litellm/proxy/auth/test_auth_utils.py index 9ff2c38d98a..5becd05b8e8 100644 --- a/tests/test_litellm/proxy/auth/test_auth_utils.py +++ b/tests/test_litellm/proxy/auth/test_auth_utils.py @@ -3131,3 +3131,72 @@ class TestHasUserSetupSso: monkeypatch.setenv("SAML_IDP_METADATA_XML", "") assert _has_user_setup_sso() is True + + +class TestIsRequestBodySafeBlocksAwsIdentitySelectors: + """A caller must not be able to redirect Bedrock signing to another identity + reachable from the proxy host. ``get_credentials`` prefers a named profile + and the AssumeRole knobs over the deployment's static keys, and the file / + batch endpoints fold the request body and the deployment credentials into a + single params dict, so these have to be rejected at the boundary (#36155). + """ + + @pytest.mark.parametrize( + "selector", + ["aws_profile_name", "aws_session_name", "aws_external_id"], + ) + def test_aws_identity_selector_in_batch_body_is_rejected(self, selector): + with pytest.raises(ValueError, match=selector): + is_request_body_safe( + request_body={ + "input_file_id": "file-abc123", + "endpoint": "/v1/chat/completions", + "completion_window": "24h", + "model": "bedrock-batch-model", + selector: "attacker-chosen", + }, + general_settings={}, + llm_router=None, + model="bedrock-batch-model", + ) + + @pytest.mark.parametrize( + "selector", + ["aws_profile_name", "aws_session_name", "aws_external_id"], + ) + def test_aws_identity_selector_under_extra_body_is_rejected(self, selector): + with pytest.raises(ValueError, match=selector): + is_request_body_safe( + request_body={ + "model": "bedrock-batch-model", + "extra_body": {selector: "attacker-chosen"}, + }, + general_settings={}, + llm_router=None, + model="bedrock-batch-model", + ) + + def test_aws_identity_selector_allowed_under_proxy_wide_opt_in(self): + assert ( + is_request_body_safe( + request_body={ + "model": "bedrock-batch-model", + "aws_profile_name": "admin-approved-profile", + }, + general_settings={"allow_client_side_credentials": True}, + llm_router=None, + model="bedrock-batch-model", + ) + is True + ) + + def test_upload_body_without_identity_selectors_is_accepted(self): + assert ( + is_request_body_safe( + request_body={"purpose": "batch", "model": "bedrock-batch-model"}, + general_settings={}, + llm_router=None, + model="bedrock-batch-model", + ) + is True + ) diff --git a/tests/test_litellm/proxy/auth/test_banned_params_extra_body.py b/tests/test_litellm/proxy/auth/test_banned_params_extra_body.py index 2ccee386281..e87b206a40a 100644 --- a/tests/test_litellm/proxy/auth/test_banned_params_extra_body.py +++ b/tests/test_litellm/proxy/auth/test_banned_params_extra_body.py @@ -23,6 +23,7 @@ from litellm.proxy.auth.auth_utils import is_request_body_safe # noqa: E402 "aws_web_identity_token", "aws_sts_endpoint", "aws_role_name", + "aws_profile_name", "api_base", "base_url", "vertex_credentials", From b0fac57fe404349335aa847f1f7214f17309af79 Mon Sep 17 00:00:00 2001 From: mubashir1osmani Date: Mon, 10 Aug 2026 23:26:27 -0700 Subject: [PATCH 208/234] fix(email): stop duplicate legacy invitation email and fix its onboarding link (#36455) --- .../send_emails/base_email.py | 20 +++- .../SlackAlerting/slack_alerting.py | 48 +++++++- .../integrations/email_templates/templates.py | 2 +- .../email_templates/user_invitation_email.py | 2 +- .../hooks/user_management_event_hooks.py | 78 +++++++----- litellm/proxy/proxy_server.py | 34 ++---- .../proxy/hooks/test_send_invite_email.py | 111 +++++++++++++++++- .../proxy_server/test_routes_login_sso.py | 14 +-- .../proxy_server/test_routes_onboarding.py | 2 +- tests/test_litellm/proxy/test_proxy_server.py | 2 +- .../src/components/email_settings.test.tsx | 24 +++- .../src/components/email_settings.tsx | 44 +++++-- 12 files changed, 303 insertions(+), 78 deletions(-) diff --git a/enterprise/litellm_enterprise/enterprise_callbacks/send_emails/base_email.py b/enterprise/litellm_enterprise/enterprise_callbacks/send_emails/base_email.py index e7898cac565..4be09670e92 100644 --- a/enterprise/litellm_enterprise/enterprise_callbacks/send_emails/base_email.py +++ b/enterprise/litellm_enterprise/enterprise_callbacks/send_emails/base_email.py @@ -99,6 +99,7 @@ class BaseEmailLogger(CustomLogger): email_html_content = USER_INVITATION_EMAIL_TEMPLATE.format( email_logo_url=email_params.logo_url, recipient_email=email_params.recipient_email, + invitation_link=email_params.base_url, base_url=email_params.base_url, email_support_contact=email_params.support_contact, email_footer=email_params.signature, @@ -826,10 +827,15 @@ class BaseEmailLogger(CustomLogger): """ # Early validation if not user_id: - verbose_proxy_logger.debug("No user_id provided for invitation link") + verbose_proxy_logger.warning( + "No user_id provided for invitation link. Email will link to base URL instead of onboarding page" + ) return base_url if not await self._is_prisma_client_available(): + verbose_proxy_logger.warning( + "Prisma client not available. Email will link to base URL instead of onboarding page" + ) return base_url # Wait for any concurrent invitation creation to complete @@ -839,11 +845,15 @@ class BaseEmailLogger(CustomLogger): invitation = await self._get_or_create_invitation(user_id) if not invitation: verbose_proxy_logger.warning( - f"Failed to get/create invitation for user_id: {user_id}" + f"Failed to get/create invitation for user_id: {user_id}. Email will link to base URL instead of onboarding page" ) return base_url - return self._construct_invitation_link(invitation.id, base_url) + invitation_link = self._construct_invitation_link(invitation.id, base_url) + verbose_proxy_logger.info( + f"Successfully created invitation link for user_id: {user_id}" + ) + return invitation_link async def _is_prisma_client_available(self) -> bool: """Check if Prisma client is available""" @@ -921,7 +931,9 @@ class BaseEmailLogger(CustomLogger): # http://localhost:4000/ui/onboarding?invitation_id=7a096b3a-37c6-440f-9dd1-ba22e8043f6b """ - return f"{base_url}/ui/onboarding?invitation_id={invitation_id}" + base_url = base_url.rstrip("/") + invitation_link = f"{base_url}/ui/onboarding?invitation_id={invitation_id}" + return invitation_link async def send_email( self, diff --git a/litellm/integrations/SlackAlerting/slack_alerting.py b/litellm/integrations/SlackAlerting/slack_alerting.py index 771d7876fea..7edfb93e581 100644 --- a/litellm/integrations/SlackAlerting/slack_alerting.py +++ b/litellm/integrations/SlackAlerting/slack_alerting.py @@ -9,6 +9,7 @@ from datetime import timedelta from typing import TYPE_CHECKING, Any, Final, Literal from openai import APIError +from pydantic import TypeAdapter import litellm import litellm.litellm_core_utils @@ -33,10 +34,14 @@ from litellm.llms.custom_httpx.http_handler import ( from litellm.proxy._types import ( AlertType, CallInfo, + InvitationModel, + InvitationNew, Litellm_EntityType, + UserAPIKeyAuth, VirtualKeyEvent, WebhookEvent, ) +from litellm.repositories.table_repositories import InvitationLinkRepository from litellm.repositories.team_repository import TeamRepository from litellm.repositories.user_repository import UserRepository from litellm.types.integrations.slack_alerting import * @@ -1081,6 +1086,44 @@ Model Info: if email_logo_url is not None or email_support_contact is not None: raise ValueError(f"Trying to Customize Email Alerting\n {CommonProxyErrors.not_premium_user.value}") + async def _construct_user_invitation_link(self, recipient_user_id: str | None, base_url: str) -> str: + from litellm.proxy.management_helpers.user_invitation import ( + create_invitation_for_user, + ) + from litellm.proxy.proxy_server import prisma_client + + if recipient_user_id is None or prisma_client is None: + return base_url + + try: + existing_invitations: Final = TypeAdapter(list[InvitationModel]).validate_python( + await InvitationLinkRepository(prisma_client).table.find_many( # pyright: ignore[reportAny] # untyped prisma boundary (any-ok), result validated by TypeAdapter + where={"user_id": recipient_user_id}, # mutable-ok: prisma find_many requires a dict where filter + order={"created_at": "desc"}, # mutable-ok: prisma find_many requires a dict order arg + ), + from_attributes=True, + ) + invitation: Final = ( + existing_invitations[0] + if existing_invitations + else TypeAdapter(InvitationModel).validate_python( + await create_invitation_for_user( + data=InvitationNew(user_id=recipient_user_id), + user_api_key_dict=UserAPIKeyAuth(user_id=recipient_user_id), + ), + from_attributes=True, + ) + ) + except Exception as e: # noqa: BLE001 # best-effort link build; any DB/creation failure falls back to base_url + verbose_proxy_logger.error( + "Error creating invitation link for user_id %s: %s", + recipient_user_id, + str(e), + ) + return base_url + + return f"{base_url.rstrip('/')}/ui/onboarding?invitation_id={invitation.id}" + async def send_key_created_or_user_invited_email(self, webhook_event: WebhookEvent) -> bool: try: from litellm.proxy.utils import send_email @@ -1139,11 +1182,14 @@ Model Info: team_row: Final = await TeamRepository(prisma_client).table.find_unique(where={"team_id": team_id}) if team_row is not None: team_name = team_row.team_alias or "-" + invitation_link: Final = await self._construct_user_invitation_link( + recipient_user_id=recipient_user_id, base_url=base_url + ) email_html_content = USER_INVITED_EMAIL_TEMPLATE.format( email_logo_url=email_logo_url, recipient_email=recipient_email, team_name=team_name, - base_url=base_url, + base_url=invitation_link, email_support_contact=email_support_contact, ) else: diff --git a/litellm/integrations/email_templates/templates.py b/litellm/integrations/email_templates/templates.py index f73e0f758ad..935067c97fc 100644 --- a/litellm/integrations/email_templates/templates.py +++ b/litellm/integrations/email_templates/templates.py @@ -54,7 +54,7 @@ USER_INVITED_EMAIL_TEMPLATE: Final = """ You were invited to use OpenAI Proxy API for team {team_name}

- Get Started here

+ Accept Invitation

If you have any questions, please send an email to {email_support_contact}

diff --git a/litellm/integrations/email_templates/user_invitation_email.py b/litellm/integrations/email_templates/user_invitation_email.py index 9ad00999eaa..33904608741 100644 --- a/litellm/integrations/email_templates/user_invitation_email.py +++ b/litellm/integrations/email_templates/user_invitation_email.py @@ -131,7 +131,7 @@ USER_INVITATION_EMAIL_TEMPLATE: Final = """
- Accept Invitation + Accept Invitation
diff --git a/litellm/proxy/hooks/user_management_event_hooks.py b/litellm/proxy/hooks/user_management_event_hooks.py index a5568a450f0..929df2a778c 100644 --- a/litellm/proxy/hooks/user_management_event_hooks.py +++ b/litellm/proxy/hooks/user_management_event_hooks.py @@ -96,36 +96,14 @@ class UserManagementEventHooks: key_alias=response.key_alias, ) - ######################################################### - ########## V2 USER INVITATION EMAIL ################ - ######################################################### - try: - from litellm_enterprise.enterprise_callbacks.send_emails.base_email import ( - BaseEmailLogger, - ) - - use_enterprise_email_hooks = True - except ImportError: - verbose_proxy_logger.warning( - "Defaulting to using Legacy Email Hooks." + CommonProxyErrors.missing_enterprise_package.value - ) - use_enterprise_email_hooks = False - - if use_enterprise_email_hooks and (data.send_invite_email is True): - initialized_email_loggers: Final = litellm.logging_callback_manager.get_custom_loggers_for_type( - callback_type=BaseEmailLogger - ) - if len(initialized_email_loggers) > 0: - for email_logger in initialized_email_loggers: - if isinstance(email_logger, BaseEmailLogger): - await email_logger.send_user_invitation_email( - event=event, - ) + sent_via_v2: Final = await UserManagementEventHooks._send_v2_user_invitation_emails( + event=event, send_invite_email=data.send_invite_email + ) ######################################################### - ########## LEGACY V1 USER INVITATION EMAIL ################ + ########## LEGACY V1 USER INVITATION EMAIL (FALLBACK) #### ######################################################### - if data.send_invite_email is True: + if data.send_invite_email is True and not sent_via_v2: await UserManagementEventHooks.send_legacy_v1_user_invitation_email( data=data, response=response, @@ -133,6 +111,52 @@ class UserManagementEventHooks: event=event, ) + @staticmethod + async def _send_v2_user_invitation_emails(event: WebhookEvent, send_invite_email: bool | None) -> bool: + """ + Send the modern (V2) invitation email via any registered enterprise email logger. + + Returns True if at least one logger delivered, so the caller only falls back to + the legacy email when V2 did not send (enterprise package absent, no email logger + configured, or every send raised). + """ + if send_invite_email is not True: + return False + + try: + from litellm_enterprise.enterprise_callbacks.send_emails.base_email import ( + BaseEmailLogger, + ) + except ImportError: + verbose_proxy_logger.warning( + "Defaulting to using Legacy Email Hooks." + CommonProxyErrors.missing_enterprise_package.value + ) + return False + + email_loggers: Final = tuple( + email_logger + for email_logger in litellm.logging_callback_manager.get_custom_loggers_for_type( + callback_type=BaseEmailLogger + ) + if isinstance(email_logger, BaseEmailLogger) + ) + if len(email_loggers) == 0: + return False + + send_outcomes: Final = await asyncio.gather( + *(email_logger.send_user_invitation_email(event=event) for email_logger in email_loggers), + return_exceptions=True, + ) + for outcome in send_outcomes: + if isinstance(outcome, BaseException): + verbose_proxy_logger.error( + "Error sending v2 user invitation email for user_id=%s: %s", + event.user_id, + str(outcome), + ) + + return any(not isinstance(outcome, BaseException) for outcome in send_outcomes) + @staticmethod async def send_legacy_v1_user_invitation_email( data: NewUserRequest, diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index baa1579d2c0..f79819c76d3 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -14193,11 +14193,8 @@ async def login(request: Request): # Build redirect URL litellm_dashboard_ui = get_custom_url(str(request.base_url)) - if litellm_dashboard_ui.endswith("/"): - litellm_dashboard_ui += "ui/" - else: - litellm_dashboard_ui += "/ui/" - litellm_dashboard_ui += "?login=success" + litellm_dashboard_ui = litellm_dashboard_ui.rstrip("/") + litellm_dashboard_ui += "/ui?login=success" # Honor a same-origin return_to preserved by the sign-in page (e.g. the aggregate DCR connect flow's # authorize round-trip), mirroring the SSO callback; otherwise land on the dashboard. Gated by @@ -14267,11 +14264,8 @@ async def login_v2(request: Request): jwt_token: Final = encode_ui_session_jwt(returned_ui_token_object, cast(str, master_key)) litellm_dashboard_ui = get_custom_url(str(request.base_url)) - if litellm_dashboard_ui.endswith("/"): - litellm_dashboard_ui += "ui/" - else: - litellm_dashboard_ui += "/ui/" - litellm_dashboard_ui += "?login=success" + litellm_dashboard_ui = litellm_dashboard_ui.rstrip("/") + litellm_dashboard_ui += "/ui?login=success" # Token is included in the response body so the UI can set a JS-accessible # cookie even when a reverse proxy (e.g. nginx-ingress) adds HttpOnly to the @@ -14340,11 +14334,8 @@ async def login_v3(request: Request): jwt_token: Final = encode_ui_session_jwt(returned_ui_token_object, cast(str, master_key)) litellm_dashboard_ui = get_custom_url(str(request.base_url)) - if litellm_dashboard_ui.endswith("/"): - litellm_dashboard_ui += "ui/" - else: - litellm_dashboard_ui += "/ui/" - litellm_dashboard_ui += "?login=success" + litellm_dashboard_ui = litellm_dashboard_ui.rstrip("/") + litellm_dashboard_ui += "/ui?login=success" # Store JWT behind a single-use opaque code (60s TTL) code: Final = secrets.token_urlsafe(32) @@ -14492,10 +14483,8 @@ async def onboarding(invite_link: str, request: Request): raise HTTPException(status_code=401, detail={"error": "User does not exist in db."}) litellm_dashboard_ui = get_custom_url(str(request.base_url)) - if litellm_dashboard_ui.endswith("/"): - litellm_dashboard_ui += "ui/onboarding" - else: - litellm_dashboard_ui += "/ui/onboarding" + litellm_dashboard_ui = litellm_dashboard_ui.rstrip("/") + litellm_dashboard_ui += "/ui/onboarding" import jwt user_email: Final = user_obj.user_email @@ -14751,11 +14740,8 @@ async def claim_onboarding_link(data: InvitationClaim, request: Request): ) from e litellm_dashboard_ui = get_custom_url(str(request.base_url)) - if litellm_dashboard_ui.endswith("/"): - litellm_dashboard_ui += "ui/" - else: - litellm_dashboard_ui += "/ui/" - litellm_dashboard_ui += "?login=success" + litellm_dashboard_ui = litellm_dashboard_ui.rstrip("/") + litellm_dashboard_ui += "/ui?login=success" return { "login_url": litellm_dashboard_ui, "token": jwt_token, diff --git a/tests/test_litellm/proxy/hooks/test_send_invite_email.py b/tests/test_litellm/proxy/hooks/test_send_invite_email.py index 3b8f00d577a..c916af5c128 100644 --- a/tests/test_litellm/proxy/hooks/test_send_invite_email.py +++ b/tests/test_litellm/proxy/hooks/test_send_invite_email.py @@ -9,7 +9,6 @@ from litellm.proxy._types import ( GenerateKeyResponse, UserAPIKeyAuth, ) -import builtins import sys from types import SimpleNamespace @@ -92,6 +91,116 @@ async def test_v1_user_creation_sends_email_when_send_invite_email_true(): mock_slack_alerting.send_key_created_or_user_invited_email.assert_called_once() +@pytest.mark.asyncio +async def test_v2_invitation_email_suppresses_legacy_duplicate(): + """ + Regression: when a V2 enterprise email logger is registered and sends + successfully, the modern invitation email is sent and the legacy V1 email is + NOT also sent, so the invited user does not receive a duplicate. + """ + pytest.importorskip("litellm_enterprise") + from litellm_enterprise.enterprise_callbacks.send_emails.base_email import ( + BaseEmailLogger, + ) + + class RecordingEmailLogger(BaseEmailLogger): + def __init__(self): + super().__init__() + self.sent_events = [] + + async def send_user_invitation_email(self, event): + self.sent_events.append(event) + + recording_logger = RecordingEmailLogger() + mock_slack_alerting = MagicMock() + mock_slack_alerting.send_key_created_or_user_invited_email = AsyncMock() + mock_proxy_logging_obj = MagicMock() + mock_proxy_logging_obj.slack_alerting_instance = mock_slack_alerting + + with patch( + "litellm.logging_callback_manager.get_custom_loggers_for_type", + return_value=[recording_logger], + ): + mock_proxy_server = SimpleNamespace( + general_settings={"alerting": ["email"]}, + proxy_logging_obj=mock_proxy_logging_obj, + litellm_proxy_admin_name="admin-user", + ) + with patch.dict(sys.modules, {"litellm.proxy.proxy_server": mock_proxy_server}): + data = NewUserRequest( + user_email="test@example.com", + send_invite_email=True, + ) + response = NewUserResponse( + user_id="test-user", + user_email="test@example.com", + key="sk-test-key", + ) + user_api_key_dict = UserAPIKeyAuth(user_id="admin-user", api_key="admin-key") + await UserManagementEventHooks.async_send_user_invitation_email( + data=data, + response=response, + user_api_key_dict=user_api_key_dict, + ) + + assert len(recording_logger.sent_events) == 1 + mock_slack_alerting.send_key_created_or_user_invited_email.assert_not_called() + + +@pytest.mark.asyncio +async def test_v2_invitation_email_failure_falls_back_to_legacy(): + """ + Regression: when a V2 enterprise email logger is registered but its send + raises (e.g. misconfigured SMTP), the legacy V1 email still fires as a + fallback so the invited user is not left with zero emails. + """ + pytest.importorskip("litellm_enterprise") + from litellm_enterprise.enterprise_callbacks.send_emails.base_email import ( + BaseEmailLogger, + ) + + class FailingEmailLogger(BaseEmailLogger): + def __init__(self): + super().__init__() + + async def send_user_invitation_email(self, event): + raise RuntimeError("smtp misconfigured") + + failing_logger = FailingEmailLogger() + mock_slack_alerting = MagicMock() + mock_slack_alerting.send_key_created_or_user_invited_email = AsyncMock() + mock_proxy_logging_obj = MagicMock() + mock_proxy_logging_obj.slack_alerting_instance = mock_slack_alerting + + with patch( + "litellm.logging_callback_manager.get_custom_loggers_for_type", + return_value=[failing_logger], + ): + mock_proxy_server = SimpleNamespace( + general_settings={"alerting": ["email"]}, + proxy_logging_obj=mock_proxy_logging_obj, + litellm_proxy_admin_name="admin-user", + ) + with patch.dict(sys.modules, {"litellm.proxy.proxy_server": mock_proxy_server}): + data = NewUserRequest( + user_email="test@example.com", + send_invite_email=True, + ) + response = NewUserResponse( + user_id="test-user", + user_email="test@example.com", + key="sk-test-key", + ) + user_api_key_dict = UserAPIKeyAuth(user_id="admin-user", api_key="admin-key") + await UserManagementEventHooks.async_send_user_invitation_email( + data=data, + response=response, + user_api_key_dict=user_api_key_dict, + ) + + mock_slack_alerting.send_key_created_or_user_invited_email.assert_called_once() + + @pytest.mark.asyncio async def test_v1_key_generation_sends_email_when_send_invite_email_true(): """ diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py b/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py index a75d5bd5730..af37dbe85fe 100644 --- a/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py +++ b/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py @@ -130,7 +130,7 @@ def test_fallback_login_invalid_method_405(client): def test_login_form_success_redirects_with_token_cookie(client, monkeypatch): - """Pin: POST /login with valid form returns a 303 redirect to /ui/ and + """Pin: POST /login with valid form returns a 303 redirect to /ui and sets the 'token' cookie.""" _install_login_mocks(monkeypatch) response = client.post( @@ -142,7 +142,7 @@ def test_login_form_success_redirects_with_token_cookie(client, monkeypatch): set_cookie = response.headers.get("set-cookie", "") shape = { "status": response.status_code, - "location_has_ui": "/ui/" in location, + "location_has_ui": "/ui" in location, "location_has_login_success": "login=success" in location, "has_token_cookie": "token=" in set_cookie, } @@ -190,7 +190,7 @@ def test_v2_login_success_returns_token_and_redirect(client, monkeypatch): body = response.json() set_cookie = response.headers.get("set-cookie", "") shape = { - "redirect_url_has_ui": "/ui/" in body.get("redirect_url", ""), + "redirect_url_has_ui": "/ui" in body.get("redirect_url", ""), "redirect_url_has_login_success": "login=success" in body.get("redirect_url", ""), "token_in_body": bool(body.get("token")), "token_cookie_set": "token=" in set_cookie, @@ -359,7 +359,7 @@ def test_v3_login_exchange_success_returns_token_and_redirect(client, monkeypatc cached_payload = { "token": "jwt-token-xyz", - "redirect_url": "https://litellm.example.invalid/ui/?login=success", + "redirect_url": "https://litellm.example.invalid/ui?login=success", } fake_cache = MagicMock() fake_cache.async_get_cache = AsyncMock(return_value=cached_payload) @@ -382,7 +382,7 @@ def test_v3_login_exchange_success_returns_token_and_redirect(client, monkeypatc } assert shape == { "token": "jwt-token-xyz", - "redirect_url": "https://litellm.example.invalid/ui/?login=success", + "redirect_url": "https://litellm.example.invalid/ui?login=success", "token_cookie_set": True, "cache_deleted_once": True, } @@ -443,7 +443,7 @@ def test_login_form_survives_stale_control_plane_return_to(client, monkeypatch): assert response.status_code == 303, "login must not break on a stale return_to cookie" location = response.headers.get("location", "") assert "old-cp.example.com" not in location - assert "/ui/" in location + assert "/ui" in location def test_login_form_ignores_open_redirect_return_to(client, monkeypatch): @@ -459,4 +459,4 @@ def test_login_form_ignores_open_redirect_return_to(client, monkeypatch): assert response.status_code == 303 location = response.headers.get("location", "") assert "evil.example.com" not in location - assert "/ui/" in location # dashboard fallback + assert "/ui" in location # dashboard fallback diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py b/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py index 35ae9a3568e..5cc22cca7a0 100644 --- a/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py +++ b/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py @@ -243,7 +243,7 @@ def test_claim_onboarding_link_happy(client, monkeypatch, mock_prisma): assert set(body.keys()) == {"login_url", "token", "user_email", "user"} assert body["token"] == "session-jwt-token" assert body["user_email"] == "alice@example.com" - assert body["login_url"].endswith("/ui/?login=success") + assert body["login_url"].endswith("/ui?login=success") def test_claim_onboarding_link_invalid_invite_401(client, monkeypatch, mock_prisma): diff --git a/tests/test_litellm/proxy/test_proxy_server.py b/tests/test_litellm/proxy/test_proxy_server.py index 87c8c180d9e..d9ac45c0531 100644 --- a/tests/test_litellm/proxy/test_proxy_server.py +++ b/tests/test_litellm/proxy/test_proxy_server.py @@ -112,7 +112,7 @@ def test_login_v2_returns_redirect_url_and_sets_cookie(monkeypatch): assert response.status_code == 200 assert response.json() == { - "redirect_url": "http://testserver/ui/?login=success", + "redirect_url": "http://testserver/ui?login=success", "token": "signed-token", } assert response.cookies.get("token") == "signed-token" diff --git a/ui/litellm-dashboard/src/components/email_settings.test.tsx b/ui/litellm-dashboard/src/components/email_settings.test.tsx index bd09ca0abc4..198577e405e 100644 --- a/ui/litellm-dashboard/src/components/email_settings.test.tsx +++ b/ui/litellm-dashboard/src/components/email_settings.test.tsx @@ -29,7 +29,9 @@ const alerts = [ { name: "slack", variables: { SLACK_WEBHOOK_URL: "https://hooks.example.com" } }, ]; -const inputNamed = (name: string) => document.querySelector(`input[name="${name}"]`)!; +const inputNamed = (name: string) => + document.querySelector(`input[name="${name}"][data-slot="input-group-control"]`) || + document.querySelector(`input[name="${name}"]`)!; describe("EmailSettings", () => { beforeEach(() => { @@ -124,4 +126,24 @@ describe("EmailSettings", () => { expect(screen.getByText("email event settings")).toBeInTheDocument(); }); + + it("toggles credential visibility when eye icon is clicked", async () => { + const user = userEvent.setup(); + renderWithProviders(); + + const passwordInput = inputNamed("SMTP_PASSWORD"); + expect(passwordInput).toHaveAttribute("type", "password"); + + const showButtons = screen.getAllByLabelText("Show credential"); + expect(showButtons.length).toBeGreaterThan(0); + + await user.click(showButtons[0]); + + expect(passwordInput).toHaveAttribute("type", "text"); + + const hideButton = screen.getByLabelText("Hide credential"); + await user.click(hideButton); + + expect(passwordInput).toHaveAttribute("type", "password"); + }); }); diff --git a/ui/litellm-dashboard/src/components/email_settings.tsx b/ui/litellm-dashboard/src/components/email_settings.tsx index 85fb4ce1ca3..6f1c3b1f846 100644 --- a/ui/litellm-dashboard/src/components/email_settings.tsx +++ b/ui/litellm-dashboard/src/components/email_settings.tsx @@ -1,7 +1,8 @@ -import React from "react"; +import React, { useState } from "react"; import { Button } from "@/components/ui/button"; import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; -import { Input } from "@/components/ui/input"; +import { InputGroup, InputGroupAddon, InputGroupButton, InputGroupInput } from "@/components/ui/input-group"; +import { Eye, EyeOff } from "lucide-react"; import NotificationManager from "./molecules/notifications_manager"; import { serviceHealthCheck, setCallbacksCall } from "./networking"; import { EmailEventSettings } from "./email_events"; @@ -29,7 +30,18 @@ const FIELD_HELP: Record = { const PREMIUM_ONLY_FIELDS = ["EMAIL_LOGO_URL", "EMAIL_SUPPORT_CONTACT"]; +const SENSITIVE_FIELD_PATTERN = /(PASSWORD|SECRET|KEY|TOKEN)/i; + const EmailSettings: React.FC = ({ accessToken, premiumUser, alerts }) => { + const [visibleFields, setVisibleFields] = useState>({}); + + const toggleFieldVisibility = (key: string) => { + setVisibleFields((prev) => ({ + ...prev, + [key]: !prev[key], + })); + }; + const handleSaveEmailSettings = async () => { if (!accessToken) { return; @@ -99,6 +111,8 @@ const EmailSettings: React.FC = ({ accessToken, premiumUser,
{Object.entries(alert.variables ?? {}).map(([key, value]) => { const isLocked = !premiumUser && PREMIUM_ONLY_FIELDS.includes(key); + const isSensitive = SENSITIVE_FIELD_PATTERN.test(key); + const isVisible = visibleFields[key] || false; return (
{isLocked ? ( @@ -113,13 +127,25 @@ const EmailSettings: React.FC = ({ accessToken, premiumUser, ) : (

{key}

)} - + + + {isSensitive && ( + + toggleFieldVisibility(key)} + aria-label={isVisible ? "Hide credential" : "Show credential"} + > + {isVisible ? : } + + + )} +
{FIELD_HELP[key]}
); From e7c8cff3b7c1a175b0e86638938ef7241631ca9a Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 00:45:32 -0700 Subject: [PATCH 209/234] fix(proxy): preserve crlf line endings when injecting streamed usage cost --- litellm/proxy/common_request_processing.py | 3 +-- .../pass_through_endpoints/test_streaming_handler_interrupt.py | 3 +++ 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/common_request_processing.py b/litellm/proxy/common_request_processing.py index 4e422ee49d7..10c54a25805 100644 --- a/litellm/proxy/common_request_processing.py +++ b/litellm/proxy/common_request_processing.py @@ -3107,8 +3107,7 @@ class ProxyBaseLLMRequestProcessing: obj = json.loads(json_part) maybe_modified = ProxyBaseLLMRequestProcessing._inject_cost_into_usage_dict(obj, model_name) if maybe_modified is not None: - # Replace just this line with updated JSON using safe_dumps - lines[idx] = f"data: {safe_dumps(maybe_modified)}" + lines[idx] = "data: " + safe_dumps(maybe_modified) + ("\r" if ln.endswith("\r") else "") return "\n".join(lines) return None except Exception: diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py index d559faba1c2..1d82a5dfc6e 100644 --- a/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py +++ b/tests/test_litellm/proxy/pass_through_endpoints/test_streaming_handler_interrupt.py @@ -454,6 +454,9 @@ async def test_chunk_processor_streams_crlf_delimited_frames_live_and_injects_co assert len(received) == len(chunks) assert received[0] == chunks[0] + injected_usage_frame = received[2] + assert injected_usage_frame.endswith(b"\r\n\r\n") + assert b"\n" not in injected_usage_frame.replace(b"\r\n", b"") reassembled = b"".join(received).decode("utf-8") usage_lines = [ln for ln in reassembled.replace("\r\n", "\n").split("\n") if '"total_tokens"' in ln] assert len(usage_lines) == 1 From 0f41365c3473115bb5e2e946af855dfbc023178b Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 09:11:22 +0000 Subject: [PATCH 210/234] fix(bedrock): forward output_config effort for application inference profile ARNs --- .../bedrock/chat/converse_transformation.py | 8 +++++- .../chat/test_converse_transformation.py | 27 +++++++++++++++++++ 2 files changed, 34 insertions(+), 1 deletion(-) diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py index f7f240af54f..85918d40e12 100644 --- a/litellm/llms/bedrock/chat/converse_transformation.py +++ b/litellm/llms/bedrock/chat/converse_transformation.py @@ -80,6 +80,7 @@ from ..common_utils import ( bedrock_converse_supports_parallel_tool_use_config, get_anthropic_beta_from_headers, get_bedrock_tool_name, + is_bedrock_application_inference_profile_arn, is_claude_4_5_on_bedrock, normalize_bedrock_opus_output_config_effort, ) @@ -1318,7 +1319,12 @@ class AmazonConverseConfig(BaseConfig): additional_request_params = filter_exceptions_from_params(additional_request_params) if anthropic_output_config is not None and isinstance(anthropic_output_config, dict): - if base_model.startswith("anthropic"): + # Application inference profile ARNs hide the underlying model, so the + # effort ceiling and capability gates below cannot run; forward + # verbatim (like ``thinking``) and let Bedrock enforce. + if is_bedrock_application_inference_profile_arn(model): + additional_request_params["output_config"] = anthropic_output_config + elif base_model.startswith("anthropic"): if litellm.drop_params is True and not AnthropicConfig._model_supports_effort_param(model, "bedrock"): litellm.verbose_logger.warning( DROP_UNSUPPORTED_OUTPUT_CONFIG_WARNING, diff --git a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py index cba87427bee..d1d1f9ab489 100644 --- a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py @@ -410,6 +410,33 @@ def test_output_config_supported_param_for_arn_models_converse(): assert "output_config" in config.get_supported_openai_params(arn_model) +def test_output_config_effort_forwarded_for_application_inference_profile_arn(): + """Regression: opaque application inference profile ARNs cannot resolve a + base model, so the anthropic-only serialization gate dropped ``output_config`` + while still sending ``thinking``: adaptive thinking with no effort tier, and + Bedrock streams zero ``reasoningContent`` blocks. The effort must be forwarded + verbatim (ceilings and capability gates are unknowable behind the alias) for + Bedrock to enforce.""" + config = AmazonConverseConfig() + arn_model = "arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/abcdef123456" + + result = config._transform_request( + model=arn_model, + messages=[{"role": "user", "content": "hi"}], + optional_params={ + "maxTokens": 256, + "thinking": {"type": "adaptive"}, + "output_config": {"effort": "max"}, + }, + litellm_params={}, + headers={}, + ) + + additional = result.get("additionalModelRequestFields", {}) + assert additional.get("thinking") == {"type": "adaptive"} + assert additional.get("output_config") == {"effort": "max"} + + def test_output_config_format_translated_to_native_output_config_converse(): """``output_config.format`` becomes Bedrock ``outputConfig`` and is not forwarded raw.""" config = AmazonConverseConfig() From 7d4488d2e8a9b9c497be95dc5af7cfe547fb72cc Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 10:06:04 +0000 Subject: [PATCH 211/234] refactor(bedrock): read tool search support from the model map Record supports_tool_search on the Bedrock Claude entries in both cost map files and have _supports_tool_search_on_bedrock read it first via the provider-resolved capability lookup, keeping the name patterns as a fallback for ARNs and ids the map cannot resolve. Threads the flag through ModelInfoBase and drops a dated remark from the pattern list --- .../anthropic_claude3_transformation.py | 14 +++--- ...odel_prices_and_context_window_backup.json | 43 +++++++++++++++++++ litellm/types/utils.py | 1 + litellm/utils.py | 1 + model_prices_and_context_window.json | 43 +++++++++++++++++++ .../test_anthropic_claude3_transformation.py | 36 ++++++++++++++++ 6 files changed, 132 insertions(+), 6 deletions(-) diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py index 9a6fdf78090..8d039d95bb1 100644 --- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py +++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py @@ -372,9 +372,9 @@ class AmazonAnthropicClaudeMessagesConfig( """ Check if the model supports tool search on Bedrock. - On Amazon Bedrock, server-side tool search is supported on Claude - Opus 4.5/4.6/4.7, Sonnet 4.5/4.6, and Haiku 4.5 with the - tool-search-tool-2025-10-19 beta header. + The model map's ``supports_tool_search`` flag is authoritative when + ``model`` resolves to an entry that sets it; the name patterns below + cover ids the map cannot resolve (ARNs, unlisted regional variants). Ref: https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-search-tool @@ -384,9 +384,12 @@ class AmazonAnthropicClaudeMessagesConfig( Returns: True if the model supports tool search on Bedrock """ + catalog: Final = AnthropicModelInfo._get_provider_resolved_capability(model, "supports_tool_search", "bedrock") + if catalog is not None: + return catalog + model_lower: Final = model.lower() - # Supported models for tool search on Bedrock supported_patterns: Final = [ # Opus 4.5 "opus-4.5", @@ -408,8 +411,7 @@ class AmazonAnthropicClaudeMessagesConfig( "sonnet_4.6", "sonnet-4-6", "sonnet_4_6", - # Opus 4.7 (unsupported at its 2026-04-16 launch; verified live - # 2026-08-11 that Bedrock now accepts the beta on it) + # Opus 4.7 "opus-4.7", "opus_4.7", "opus-4-7", diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 951c114b0a9..c8b34927e7d 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -730,6 +730,7 @@ "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -755,6 +756,7 @@ "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -973,6 +975,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -1005,6 +1008,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1038,6 +1042,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1071,6 +1076,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1104,6 +1110,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1137,6 +1144,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1171,6 +1179,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1222,6 +1231,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1258,6 +1268,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1294,6 +1305,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1330,6 +1342,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1946,6 +1959,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2203,6 +2217,7 @@ "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2235,6 +2250,7 @@ "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2267,6 +2283,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2299,6 +2316,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2331,6 +2349,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2363,6 +2382,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2430,6 +2450,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2686,6 +2707,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2775,6 +2797,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -10826,6 +10849,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -10850,6 +10874,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -11005,6 +11030,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -11029,6 +11055,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -11811,6 +11838,7 @@ "cache_creation_input_token_cost_above_200k_tokens": 7.5e-06, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -15998,6 +16026,7 @@ "input_cost_per_token": 1.1e-06, "deprecation_date": "2026-10-15", "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -16213,6 +16242,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -22031,6 +22061,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -22091,6 +22122,7 @@ "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -26534,6 +26566,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -26563,6 +26596,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35259,6 +35293,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35417,6 +35452,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35451,6 +35487,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.44e-05, "cache_read_input_token_cost_above_200k_tokens": 7.2e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35475,6 +35512,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35525,6 +35563,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35556,6 +35595,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35586,6 +35626,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -45975,6 +46016,7 @@ "cache_read_input_token_cost": 1.2e-07, "input_cost_per_token": 1.2e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -46000,6 +46042,7 @@ "cache_read_input_token_cost": 1.2e-07, "input_cost_per_token": 1.2e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, diff --git a/litellm/types/utils.py b/litellm/types/utils.py index 74311d59d8e..d0d65c1a614 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -152,6 +152,7 @@ class ProviderSpecificModelInfo(TypedDict, total=False): supports_web_search: bool | None supports_reasoning: bool | None supports_adaptive_thinking: bool | None + supports_tool_search: bool | None supports_mid_conversation_system: bool | None supports_url_context: bool | None supports_none_reasoning_effort: bool | None diff --git a/litellm/utils.py b/litellm/utils.py index 87937c99a0c..d534a2e505b 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -5679,6 +5679,7 @@ def _get_model_info_helper( supports_url_context=_model_info.get("supports_url_context", None), supports_reasoning=_model_info.get("supports_reasoning", None), supports_adaptive_thinking=_model_info.get("supports_adaptive_thinking", None), + supports_tool_search=_model_info.get("supports_tool_search", None), supports_mid_conversation_system=_model_info.get("supports_mid_conversation_system", None), supports_none_reasoning_effort=_model_info.get("supports_none_reasoning_effort", None), supports_minimal_reasoning_effort=_model_info.get("supports_minimal_reasoning_effort", None), diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 951c114b0a9..c8b34927e7d 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -730,6 +730,7 @@ "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -755,6 +756,7 @@ "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -973,6 +975,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -1005,6 +1008,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1038,6 +1042,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1071,6 +1076,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1104,6 +1110,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1137,6 +1144,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1171,6 +1179,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1222,6 +1231,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1258,6 +1268,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1294,6 +1305,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1330,6 +1342,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -1946,6 +1959,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 128000, "max_tokens": 128000, @@ -2203,6 +2217,7 @@ "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2235,6 +2250,7 @@ "cache_read_input_token_cost": 3e-07, "input_cost_per_token": 3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2267,6 +2283,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2299,6 +2316,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2331,6 +2349,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2363,6 +2382,7 @@ "cache_read_input_token_cost": 3.3e-07, "input_cost_per_token": 3.3e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 1000000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2430,6 +2450,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2686,6 +2707,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -2775,6 +2797,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -10826,6 +10849,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -10850,6 +10874,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -11005,6 +11030,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -11029,6 +11055,7 @@ "cache_read_input_token_cost": 3.6e-07, "input_cost_per_token": 3.6e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 8192, "max_tokens": 8192, @@ -11811,6 +11838,7 @@ "cache_creation_input_token_cost_above_200k_tokens": 7.5e-06, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -15998,6 +16026,7 @@ "input_cost_per_token": 1.1e-06, "deprecation_date": "2026-10-15", "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -16213,6 +16242,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -22031,6 +22061,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.2e-05, "cache_read_input_token_cost_above_200k_tokens": 6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -22091,6 +22122,7 @@ "cache_read_input_token_cost": 1e-07, "input_cost_per_token": 1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -26534,6 +26566,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -26563,6 +26596,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35259,6 +35293,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35417,6 +35452,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.32e-05, "cache_read_input_token_cost_above_200k_tokens": 6.6e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35451,6 +35487,7 @@ "cache_creation_input_token_cost_above_1hr_above_200k_tokens": 1.44e-05, "cache_read_input_token_cost_above_200k_tokens": 7.2e-07, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35475,6 +35512,7 @@ "cache_read_input_token_cost": 1.1e-07, "input_cost_per_token": 1.1e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35525,6 +35563,7 @@ "cache_read_input_token_cost": 5.5e-07, "input_cost_per_token": 5.5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35556,6 +35595,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -35586,6 +35626,7 @@ "cache_read_input_token_cost": 5e-07, "input_cost_per_token": 5e-06, "litellm_provider": "bedrock_converse", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -45975,6 +46016,7 @@ "cache_read_input_token_cost": 1.2e-07, "input_cost_per_token": 1.2e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, @@ -46000,6 +46042,7 @@ "cache_read_input_token_cost": 1.2e-07, "input_cost_per_token": 1.2e-06, "litellm_provider": "bedrock", + "supports_tool_search": true, "max_input_tokens": 200000, "max_output_tokens": 64000, "max_tokens": 64000, diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py index 67409cc6cd0..02bd3535c0a 100644 --- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py @@ -2524,6 +2524,42 @@ def test_bedrock_messages_tool_search_adds_beta_header(local_beta_headers_config assert "tool-search-tool-2025-10-19" in (result.get("anthropic_beta") or []) +def test_bedrock_messages_tool_search_model_map_flag_is_authoritative(local_model_cost_map, monkeypatch): + """``supports_tool_search`` lives in the model map; the name patterns in + ``_supports_tool_search_on_bedrock`` are only a fallback for ids the map + cannot resolve. Flipping the mapped entry's flag to ``False`` must win even + though the model name still matches the ``haiku-4-5`` pattern.""" + import litellm + from litellm.llms.anthropic.common_utils import AnthropicModelInfo + + model = "us.anthropic.claude-haiku-4-5-20251001-v1:0" + cfg = AmazonAnthropicClaudeMessagesConfig() + + assert AnthropicModelInfo._get_provider_resolved_capability(model, "supports_tool_search", "bedrock") is True + assert cfg._supports_tool_search_on_bedrock(model) is True + + monkeypatch.setitem(litellm.model_cost[model], "supports_tool_search", False) + litellm.get_model_info.cache_clear() + + assert cfg._supports_tool_search_on_bedrock(model) is False + + +@pytest.mark.parametrize( + "model, expected", + [ + pytest.param("us.anthropic.claude-opus-4-6-v99:9", True, id="unmapped_id_falls_back_to_patterns"), + pytest.param("anthropic.claude-3-5-sonnet-20240620-v1:0", False, id="mapped_entry_without_flag_no_pattern"), + ], +) +def test_bedrock_messages_tool_search_pattern_fallback(local_model_cost_map, model, expected): + """Ids the model map cannot resolve (or resolves without a + ``supports_tool_search`` opinion) fall through to the name patterns, so + ARNs and unlisted regional variants of supported families keep working.""" + cfg = AmazonAnthropicClaudeMessagesConfig() + + assert cfg._supports_tool_search_on_bedrock(model) is expected + + def test_bedrock_messages_thinking_shape_follows_exact_bedrock_entry_flag( local_model_cost_map, monkeypatch ): From e5ac4e0068e37fc2a1f2c897c892eae581edec8e Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 06:47:39 -0700 Subject: [PATCH 212/234] chore(typing): clear 1.6k basedpyright Any errors across 56 files reportAny 16720 -> 15482 and reportExplicitAny 5689 -> 5316 with real types only: no casts, no ignores, no new Any. Whole-tree basedpyright drops 2173 diagnostics with zero per-rule or per-file regressions. Budgets ratcheted: basedpyright -2173, ruff-strict -188, type-discipline -55 --- basedpyright-code-budget.json | 30 +- .../handler.py | 28 +- .../transformation.py | 101 ++++--- litellm/images/main.py | 7 +- .../integrations/braintrust_mock_client.py | 3 +- .../gcs_bucket/gcs_bucket_mock_client.py | 3 +- .../generic_api/generic_api_callback.py | 19 +- litellm/integrations/mock_client_factory.py | 5 +- litellm/integrations/opentelemetry.py | 64 ++-- .../websearch_interception/handler.py | 13 +- litellm/litellm_core_utils/litellm_logging.py | 57 ++-- .../prompt_templates/factory.py | 50 ++-- .../streaming_chunk_builder_utils.py | 10 +- .../litellm_core_utils/streaming_handler.py | 108 +++++-- litellm/llms/anthropic/chat/handler.py | 5 +- litellm/llms/azure/azure.py | 6 +- litellm/llms/azure/chat/o_series_handler.py | 5 +- litellm/llms/azure/completion/handler.py | 9 +- litellm/llms/azure_ai/anthropic/handler.py | 3 +- litellm/llms/azure_ai/chat/transformation.py | 2 +- litellm/llms/bedrock/chat/converse_handler.py | 2 +- litellm/llms/codestral/completion/handler.py | 4 +- litellm/llms/custom_httpx/aiohttp_handler.py | 2 +- litellm/llms/custom_httpx/http_handler.py | 61 ++-- litellm/llms/custom_httpx/llm_http_handler.py | 64 ++-- .../github_copilot/chat/transformation.py | 2 +- litellm/llms/oci/chat/transformation.py | 23 +- litellm/llms/openai/completion/handler.py | 4 +- litellm/llms/openai/openai.py | 72 +++-- litellm/llms/openai_like/chat/handler.py | 5 +- litellm/llms/predibase/chat/handler.py | 5 +- litellm/llms/replicate/chat/handler.py | 5 +- litellm/llms/sagemaker/completion/handler.py | 8 +- .../vertex_and_google_ai_studio_gemini.py | 41 +-- .../llms/vertex_ai/vertex_ai_non_gemini.py | 2 +- litellm/main.py | 276 +++++++++++------- .../mcp_server/oauth2_token_cache.py | 3 +- litellm/proxy/auth/auth_checks.py | 234 ++++++++++++--- litellm/proxy/common_request_processing.py | 113 +++++-- litellm/proxy/db/spend_log_tool_index.py | 4 +- .../proxy/hooks/parallel_request_limiter.py | 43 +-- .../key_management_endpoints.py | 18 +- .../gemini_passthrough_logging_handler.py | 2 +- .../openai_passthrough_logging_handler.py | 2 +- .../vertex_passthrough_logging_handler.py | 2 +- .../pass_through_endpoints.py | 96 +++--- .../streaming_handler.py | 8 +- .../pass_through_endpoints/success_handler.py | 16 +- litellm/proxy/proxy_server.py | 220 ++++++++++---- .../proxy/response_api_endpoints/endpoints.py | 9 +- litellm/proxy/utils.py | 101 +++---- litellm/responses/main.py | 121 ++++---- .../responses/mcp/chat_completions_handler.py | 6 +- litellm/responses/streaming_iterator.py | 32 +- litellm/router.py | 71 +++-- litellm/types/completion.py | 2 +- litellm/utils.py | 123 +++++--- ruff-strict-budget.json | 20 +- type-discipline-budget.json | 10 +- 59 files changed, 1513 insertions(+), 847 deletions(-) diff --git a/basedpyright-code-budget.json b/basedpyright-code-budget.json index 96b689aed74..14fdd3ed0bc 100644 --- a/basedpyright-code-budget.json +++ b/basedpyright-code-budget.json @@ -1,15 +1,15 @@ { "reportAny": { - "limit": 26391 + "limit": 25153 }, "reportArgumentType": { - "limit": 2614 + "limit": 2596 }, "reportAssignmentType": { "limit": 327 }, "reportAttributeAccessIssue": { - "limit": 514 + "limit": 510 }, "reportCallIssue": { "limit": 114 @@ -18,13 +18,13 @@ "limit": 40 }, "reportDeprecated": { - "limit": 215 + "limit": 214 }, "reportDuplicateImport": { "limit": 19 }, "reportExplicitAny": { - "limit": 8319 + "limit": 7946 }, "reportFunctionMemberAccess": { "limit": 7 @@ -54,10 +54,10 @@ "limit": 0 }, "reportMissingParameterType": { - "limit": 5825 + "limit": 5770 }, "reportMissingTypeArgument": { - "limit": 15695 + "limit": 15676 }, "reportMissingTypeStubs": { "limit": 40 @@ -72,7 +72,7 @@ "limit": 0 }, "reportOptionalMemberAccess": { - "limit": 1077 + "limit": 1073 }, "reportOptionalOperand": { "limit": 0 @@ -99,31 +99,31 @@ "limit": 0 }, "reportUnknownArgumentType": { - "limit": 44996 + "limit": 44911 }, "reportUnknownLambdaType": { "limit": 113 }, "reportUnknownMemberType": { - "limit": 39643 + "limit": 39464 }, "reportUnknownParameterType": { - "limit": 20132 + "limit": 20058 }, "reportUnknownVariableType": { - "limit": 31153 + "limit": 31038 }, "reportUnnecessaryCast": { "limit": 118 }, "reportUnnecessaryComparison": { - "limit": 701 + "limit": 700 }, "reportUnnecessaryContains": { "limit": 5 }, "reportUnnecessaryIsInstance": { - "limit": 857 + "limit": 855 }, "reportUntypedBaseClass": { "limit": 0 @@ -138,7 +138,7 @@ "limit": 139 }, "reportUnusedImport": { - "limit": 555 + "limit": 550 }, "reportUnusedVariable": { "limit": 146 diff --git a/litellm/completion_extras/litellm_responses_transformation/handler.py b/litellm/completion_extras/litellm_responses_transformation/handler.py index f290bc631b4..33206629b41 100644 --- a/litellm/completion_extras/litellm_responses_transformation/handler.py +++ b/litellm/completion_extras/litellm_responses_transformation/handler.py @@ -22,6 +22,7 @@ class ResponsesToCompletionBridgeHandlerInputKwargs(TypedDict): model_response: "ModelResponse" logging_obj: "LiteLLMLoggingObj" custom_llm_provider: str + encoding: object class ResponsesToCompletionBridgeHandler: @@ -102,35 +103,37 @@ class ResponsesToCompletionBridgeHandler: from litellm import LiteLLMLoggingObj from litellm.types.utils import ModelResponse - model: Final = kwargs.get("model") + typed_kwargs: Final[dict[str, object]] = kwargs + + model: Final = typed_kwargs.get("model") if model is None or not isinstance(model, str): raise ValueError("model is required") - custom_llm_provider: Final = kwargs.get("custom_llm_provider") + custom_llm_provider: Final = typed_kwargs.get("custom_llm_provider") if custom_llm_provider is None or not isinstance(custom_llm_provider, str): raise ValueError("custom_llm_provider is required") - messages: Final = kwargs.get("messages") + messages: Final = typed_kwargs.get("messages") if messages is None or not isinstance(messages, list): raise ValueError("messages is required") - optional_params: Final = kwargs.get("optional_params") + optional_params: Final = typed_kwargs.get("optional_params") if optional_params is None or not isinstance(optional_params, dict): raise ValueError("optional_params is required") - litellm_params: Final = kwargs.get("litellm_params") + litellm_params: Final = typed_kwargs.get("litellm_params") if litellm_params is None or not isinstance(litellm_params, dict): raise ValueError("litellm_params is required") - headers: Final = kwargs.get("headers") + headers: Final = typed_kwargs.get("headers") if headers is None or not isinstance(headers, dict): raise ValueError("headers is required") - model_response: Final = kwargs.get("model_response") + model_response: Final = typed_kwargs.get("model_response") if model_response is None or not isinstance(model_response, ModelResponse): raise ValueError("model_response is required") - logging_obj: Final = kwargs.get("logging_obj") + logging_obj: Final = typed_kwargs.get("logging_obj") if logging_obj is None or not isinstance(logging_obj, LiteLLMLoggingObj): raise ValueError("logging_obj is required") @@ -143,6 +146,7 @@ class ResponsesToCompletionBridgeHandler: model_response=model_response, logging_obj=logging_obj, custom_llm_provider=custom_llm_provider, + encoding=typed_kwargs.get("encoding"), ) def completion( @@ -205,7 +209,7 @@ class ResponsesToCompletionBridgeHandler: messages=messages, optional_params=optional_params, litellm_params=litellm_params, - encoding=kwargs.get("encoding"), + encoding=validated_kwargs["encoding"], api_key=kwargs.get("api_key"), json_mode=kwargs.get("json_mode"), ) @@ -230,7 +234,7 @@ class ResponsesToCompletionBridgeHandler: messages=messages, optional_params=optional_params, litellm_params=litellm_params, - encoding=kwargs.get("encoding"), + encoding=validated_kwargs["encoding"], api_key=kwargs.get("api_key"), json_mode=kwargs.get("json_mode"), ) @@ -303,7 +307,7 @@ class ResponsesToCompletionBridgeHandler: messages=messages, optional_params=optional_params, litellm_params=litellm_params, - encoding=kwargs.get("encoding"), + encoding=validated_kwargs["encoding"], api_key=kwargs.get("api_key"), json_mode=kwargs.get("json_mode"), ) @@ -328,7 +332,7 @@ class ResponsesToCompletionBridgeHandler: messages=messages, optional_params=optional_params, litellm_params=litellm_params, - encoding=kwargs.get("encoding"), + encoding=validated_kwargs["encoding"], api_key=kwargs.get("api_key"), json_mode=kwargs.get("json_mode"), ) diff --git a/litellm/completion_extras/litellm_responses_transformation/transformation.py b/litellm/completion_extras/litellm_responses_transformation/transformation.py index f31e228e456..579cf83bffa 100644 --- a/litellm/completion_extras/litellm_responses_transformation/transformation.py +++ b/litellm/completion_extras/litellm_responses_transformation/transformation.py @@ -4,8 +4,8 @@ Handler for transforming /chat/completions api requests to litellm.responses req import json import os -from collections.abc import AsyncIterator, Callable, Iterable, Iterator, Mapping -from typing import TYPE_CHECKING, Any, Final, Literal, Union, cast +from collections.abc import AsyncIterator, Callable, Iterable, Iterator, Mapping, Sequence +from typing import TYPE_CHECKING, Any, Final, Literal, TypedDict, Union, cast from openai.types.responses.custom_tool_param import CustomToolParam from openai.types.responses.response_input_param import ( @@ -45,6 +45,9 @@ from litellm.types.utils import GenericStreamingChunk, ModelResponseStream if TYPE_CHECKING: from openai.types.responses import ResponseInputImageParam + from openai.types.responses.response_text_config_param import ( + ResponseTextConfigParam as ResponseText, + ) from pydantic import BaseModel from litellm import LiteLLMLoggingObj, ModelResponse @@ -57,6 +60,19 @@ if TYPE_CHECKING: ChatCompletionThinkingBlock, OpenAIMessageContentListBlock, ) + from litellm.types.utils import Choices + + +class _ReasoningSummaryText(TypedDict): + type: str + text: str + + +class _BuiltReasoningItem(TypedDict): + type: Literal["reasoning"] + id: str + encrypted_content: str | None + summary: Sequence[_ReasoningSummaryText] def _get_reasoning_items( @@ -72,13 +88,13 @@ def _get_reasoning_items( def _build_reasoning_item( item_id: str, encrypted_content: str | None, - summary_raw: Any, -) -> dict[str, Any]: + summary_raw: Iterable[object] | None, +) -> _BuiltReasoningItem: """Build a ChatCompletionReasoningItem-shaped dict from raw response data. Handles both pydantic objects (attribute access) and plain dicts. """ - summary: Final[list[dict[str, Any]]] = [] + summary: Final[list[_ReasoningSummaryText]] = [] for s in summary_raw or []: if isinstance(s, dict): summary.append({"type": s.get("type", "summary_text"), "text": s.get("text", "")}) @@ -98,7 +114,7 @@ def _build_reasoning_item( class _ChatToolCallDict(ChatCompletionToolCallChunk, total=False): - provider_specific_fields: Mapping[str, Any] + provider_specific_fields: Mapping[str, object] def _tool_call_dict_from_output_item(item: Mapping[str, Any], index: int) -> _ChatToolCallDict: @@ -142,10 +158,10 @@ def _flat_responses_tool_choice(choice_type: str, name: str) -> ToolChoiceFuncti def _reasoning_item_to_response_input( - r_item: ChatCompletionReasoningItem | dict[str, Any], -) -> dict[str, Any]: + r_item: ChatCompletionReasoningItem, +) -> dict[str, object]: """Convert a stored ChatCompletionReasoningItem back to a Responses API input item.""" - r_input: Final[dict[str, Any]] = { + r_input: Final[dict[str, object]] = { "type": "reasoning", "id": r_item.get("id") or f"rs_{id(r_item)}", # summary is always required by the Responses API, even when empty @@ -181,7 +197,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): return _flat_responses_tool_choice(choice_type, nested_name) return tool_choice - def _handle_raw_dict_response_item(self, item: dict[str, Any], index: int) -> tuple[Any | None, int]: + def _handle_raw_dict_response_item(self, item: dict[str, Any], index: int) -> tuple["Choices | None", int]: """ Handle raw dict response items from Responses API (e.g., GPT-5 Codex format). @@ -228,8 +244,8 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): def convert_chat_completion_messages_to_responses_api( self, messages: list["AllMessageValues"] - ) -> tuple[list[Any], str | None]: - input_items: Final[list[Any]] = [] + ) -> tuple[list[object], str | None]: + input_items: Final[list[object]] = [] instructions: str | None = None custom_tool_call_ids: Final = frozenset( tool_call["id"] @@ -270,7 +286,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): # Convert tool message to function call output format # The Responses API expects 'output' to be a list with input_text/input_image types # Using list format for consistency across text and multimodal content - tool_output: list[dict[str, Any]] + tool_output: list[dict[str, object]] if content is None: tool_output = [] elif isinstance(content, str): @@ -308,7 +324,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): function = tool_call.get("function") custom = tool_call.get("custom") if function: - input_tool_call: dict[str, Any] = { + input_tool_call: dict[str, object] = { "type": "function_call", "call_id": tool_call["id"], } @@ -376,15 +392,15 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): elif key == "web_search_options": self._add_web_search_tool(responses_api_request, value) - def _build_sanitized_litellm_params(self, litellm_params: dict) -> dict[str, Any]: + def _build_sanitized_litellm_params(self, litellm_params: dict) -> dict[str, object]: """Build sanitized litellm_params with merged metadata.""" responses_optional_param_keys: Final = set(ResponsesAPIOptionalRequestParams.__annotations__.keys()) - sanitized: Final[dict[str, Any]] = { + sanitized: Final[dict[str, object]] = { key: value for key, value in litellm_params.items() if key not in responses_optional_param_keys } legacy_metadata: Final = litellm_params.get("metadata") existing_litellm_metadata: Final = litellm_params.get("litellm_metadata") - merged_litellm_metadata: Final[dict[str, Any]] = {} + merged_litellm_metadata: Final[dict[str, object]] = {} if isinstance(legacy_metadata, dict): merged_litellm_metadata.update(legacy_metadata) if isinstance(existing_litellm_metadata, dict): @@ -424,7 +440,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): litellm_params: dict, headers: dict, litellm_logging_obj: "LiteLLMLoggingObj", - client: Any | None = None, + client: object | None = None, ) -> dict: ( input_items, @@ -498,9 +514,9 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): @staticmethod def _convert_response_output_to_choices( - output_items: list[Any], - handle_raw_dict_callback: Callable | None = None, - ) -> list[Any]: + output_items: Sequence[object], + handle_raw_dict_callback: Callable[..., tuple["Choices | None", int]] | None = None, + ) -> list["Choices"]: """ Convert Responses API output items to chat completion choices. @@ -529,11 +545,11 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): choices: Final[list[Choices]] = [] index = 0 reasoning_content: str | None = None - pending_reasoning_item: dict[str, Any] | None = None + pending_reasoning_item: _BuiltReasoningItem | None = None # Collect all tool calls to put them in a single choice # (Chat Completions API expects all tool calls in one message) - accumulated_tool_calls: Final[list[dict[str, Any]]] = [] + accumulated_tool_calls: Final[list[Mapping[str, object]]] = [] tool_call_index = 0 for item in output_items: @@ -640,7 +656,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): return choices @classmethod - def _extract_output_from_completed_event(cls, parsed_chunk: dict[str, Any]) -> list[dict[str, Any]] | None: + def _extract_output_from_completed_event(cls, parsed_chunk: Mapping[str, object]) -> list[dict[str, object]] | None: response_payload: Final = parsed_chunk.get("response") if not isinstance(response_payload, dict): return None @@ -650,12 +666,12 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): return cast(list[dict[str, Any]], response_output) @classmethod - def _recover_output_items_from_raw_sse(cls, raw_sse: str | None) -> list[dict[str, Any]]: + def _recover_output_items_from_raw_sse(cls, raw_sse: str | None) -> list[dict[str, object]]: if not raw_sse or not isinstance(raw_sse, str): return [] - recovered_output_items: Final[dict[int, dict[str, Any]]] = {} - recovered_text_only_items: Final[dict[int, dict[str, Any]]] = {} + recovered_output_items: Final[dict[int, dict[str, object]]] = {} + recovered_text_only_items: Final[dict[int, dict[str, object]]] = {} for chunk in raw_sse.splitlines(): parsed_chunk = parse_sse_json_chunk(chunk) @@ -690,7 +706,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): # but text-only items at indices without a matching OUTPUT_ITEM_DONE # must still be preserved (e.g. multi-output responses where some # indices only emitted OUTPUT_TEXT_DONE). - merged_items: Final[dict[int, dict[str, Any]]] = {**recovered_text_only_items} + merged_items: Final[dict[int, dict[str, object]]] = {**recovered_text_only_items} merged_items.update(recovered_output_items) if merged_items: @@ -699,7 +715,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): return [] @classmethod - def _recover_output_items_from_logging(cls, logging_obj: "LiteLLMLoggingObj") -> list[dict[str, Any]]: + def _recover_output_items_from_logging(cls, logging_obj: "LiteLLMLoggingObj") -> list[dict[str, object]]: model_call_details: Final = getattr(logging_obj, "model_call_details", {}) or {} original_response: Final = model_call_details.get("original_response") return cls._recover_output_items_from_raw_sse(original_response) @@ -714,7 +730,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): messages: list["AllMessageValues"], optional_params: dict, litellm_params: dict, - encoding: Any, + encoding: object, api_key: str | None = None, json_mode: bool | None = None, ) -> "ModelResponse": @@ -788,7 +804,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): ) -> BaseModelResponseIterator: return OpenAiResponsesToChatCompletionStreamIterator(streaming_response, sync_stream, json_mode) - def _convert_content_str_to_input_text(self, content: str, role: str) -> dict[str, Any]: + def _convert_content_str_to_input_text(self, content: str, role: str) -> dict[str, object]: if role == "user" or role == "system" or role == "tool": return {"type": "input_text", "text": content} else: @@ -825,13 +841,13 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): def _convert_content_to_responses_format( self, content: str - | list[Any] + | list[object] | Iterable[ Union["OpenAIMessageContentListBlock", "ChatCompletionThinkingBlock", "ChatCompletionRedactedThinkingBlock"] ] | None, role: str, - ) -> list[dict[str, Any]]: + ) -> list[dict[str, object]]: """Convert chat completion content to responses API format""" from litellm.types.llms.openai import ChatCompletionImageObject @@ -973,7 +989,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): return optional_params - def _map_reasoning_effort(self, reasoning_effort: str | dict[str, Any]) -> Reasoning | None: + def _map_reasoning_effort(self, reasoning_effort: str | Reasoning) -> Reasoning | None: # If dict is passed, convert it directly to Reasoning object if isinstance(reasoning_effort, dict): return Reasoning(**reasoning_effort) @@ -1006,7 +1022,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): def _add_web_search_tool( self, responses_api_request: ResponsesAPIOptionalRequestParams, - web_search_options: Any, + web_search_options: object, ) -> None: """ Add web search tool to responses API request. @@ -1024,14 +1040,14 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): tools = [] responses_api_request["tools"] = tools - web_search_tool: Final[dict[str, Any]] = {"type": "web_search"} + web_search_tool: Final[dict[str, object]] = {"type": "web_search"} if isinstance(web_search_options, dict): web_search_tool.update(web_search_options) # Cast to Any to match the expected union type for tools list items tools.append(cast(Any, web_search_tool)) - def _transform_response_format_to_text_format(self, response_format: dict[str, Any] | Any) -> dict[str, Any] | None: + def _transform_response_format_to_text_format(self, response_format: object) -> "ResponseText | None": """ Transform Chat Completion response_format parameter to Responses API text.format parameter. @@ -1130,7 +1146,12 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge): class OpenAiResponsesToChatCompletionStreamIterator(BaseModelResponseIterator): - def __init__(self, streaming_response, sync_stream: bool, json_mode: bool | None = False): + def __init__( + self, + streaming_response: Union[Iterator[str], AsyncIterator[str], "ModelResponse", "BaseModel"], + sync_stream: bool, + json_mode: bool | None = False, + ): super().__init__(streaming_response, sync_stream, json_mode) self._chat_completion_id: str | None = None self._tool_call_index_map: dict[int, int] = {} # mutable-ok: per-stream accumulator state @@ -1387,7 +1408,7 @@ class OpenAiResponsesToChatCompletionStreamIterator(BaseModelResponseIterator): finish_reason: Final = "tool_calls" if has_function_calls else "stop" # Extract reasoning items with encrypted_content for round-tripping - completed_reasoning_items: list[dict[str, Any]] | None = None + completed_reasoning_items: list[_BuiltReasoningItem] | None = None for item in output_items: if not isinstance(item, dict) or item.get("type") != "reasoning": continue @@ -1439,7 +1460,7 @@ class OpenAiResponsesToChatCompletionStreamIterator(BaseModelResponseIterator): ] ) - def chunk_parser(self, chunk: dict) -> "ModelResponseStream": + def chunk_parser(self, chunk: dict[str, object]) -> "ModelResponseStream": """ Parse a Responses API streaming chunk and convert to OpenAI format. diff --git a/litellm/images/main.py b/litellm/images/main.py index f04e0e21ecd..ae4818b1967 100644 --- a/litellm/images/main.py +++ b/litellm/images/main.py @@ -315,7 +315,12 @@ def image_generation( or get_secret_str("AZURE_API_KEY") ) - azure_ad_token: Final = optional_params.pop("azure_ad_token", None) or get_secret_str("AZURE_AD_TOKEN") + azure_ad_token_param: Final = optional_params.pop("azure_ad_token", None) + azure_ad_token: Final = ( + azure_ad_token_param + if isinstance(azure_ad_token_param, str) and azure_ad_token_param + else get_secret_str("AZURE_AD_TOKEN") + ) # Create azure_ad_token_provider from tenant_id, client_id, client_secret if not already provided if azure_ad_token_provider is None: diff --git a/litellm/integrations/braintrust_mock_client.py b/litellm/integrations/braintrust_mock_client.py index 795bcff5b56..3840eabdd20 100644 --- a/litellm/integrations/braintrust_mock_client.py +++ b/litellm/integrations/braintrust_mock_client.py @@ -10,6 +10,7 @@ Usage: import os import time +from collections.abc import AsyncIterable, Iterable from typing import Final from urllib.parse import urlparse @@ -84,7 +85,7 @@ def _mock_http_handler_post( timeout=None, stream=False, files=None, - content=None, + content: str | bytes | Iterable[bytes] | AsyncIterable[bytes] | None = None, logging_obj=None, ): """Monkey-patched HTTPHandler.post that intercepts Braintrust calls with endpoint-specific responses.""" diff --git a/litellm/integrations/gcs_bucket/gcs_bucket_mock_client.py b/litellm/integrations/gcs_bucket/gcs_bucket_mock_client.py index 24bdd535576..9dfd75e5559 100644 --- a/litellm/integrations/gcs_bucket/gcs_bucket_mock_client.py +++ b/litellm/integrations/gcs_bucket/gcs_bucket_mock_client.py @@ -9,6 +9,7 @@ Usage: """ import asyncio +from collections.abc import AsyncIterable, Iterable from typing import Final from litellm._logging import verbose_logger @@ -113,7 +114,7 @@ async def _mock_async_handler_delete( headers=None, timeout=None, stream=False, - content=None, + content: str | bytes | Iterable[bytes] | AsyncIterable[bytes] | None = None, ): """Monkey-patched AsyncHTTPHandler.delete that intercepts GCS calls.""" # Only mock GCS API calls diff --git a/litellm/integrations/generic_api/generic_api_callback.py b/litellm/integrations/generic_api/generic_api_callback.py index 268fa7f4374..dfedc3a3cc9 100644 --- a/litellm/integrations/generic_api/generic_api_callback.py +++ b/litellm/integrations/generic_api/generic_api_callback.py @@ -11,7 +11,7 @@ import json import os import re import traceback -from typing import Any, Final, Literal +from typing import Final, Literal import httpx @@ -158,7 +158,7 @@ class GenericAPILogger(CustomBatchLogger): "endpoint not set for GenericAPILogger, GENERIC_LOGGER_ENDPOINT not found in environment variables" ) - self.headers: dict = self._get_headers(headers) + self.headers: dict[str, str] = self._get_headers(headers) self.endpoint: str = endpoint self.event_types: list[API_EVENT_TYPES] | None = event_types self.callback_name: str | None = callback_name @@ -248,18 +248,15 @@ class GenericAPILogger(CustomBatchLogger): await asyncio.sleep(delay) async def _post_with_retries(self, data: str) -> httpx.Response: - post_kwargs: Final[dict[str, Any]] = { - "url": self.endpoint, - "headers": self.headers, - "data": data, - } - if self.timeout is not None: - post_kwargs["timeout"] = self.timeout - total_attempts: Final = self.max_retries + 1 for attempt in range(total_attempts): try: - return await self.async_httpx_client.post(**post_kwargs) + return await self.async_httpx_client.post( + url=self.endpoint, + headers=self.headers, + data=data, + timeout=self.timeout, + ) except Exception as e: is_last_attempt = attempt == self.max_retries should_retry = self._should_retry_exception(e) diff --git a/litellm/integrations/mock_client_factory.py b/litellm/integrations/mock_client_factory.py index 9377bc18475..59f0279dc7c 100644 --- a/litellm/integrations/mock_client_factory.py +++ b/litellm/integrations/mock_client_factory.py @@ -8,6 +8,7 @@ making actual network calls. import asyncio import json +from collections.abc import AsyncIterable, Iterable from dataclasses import dataclass from datetime import timedelta from typing import Final, cast @@ -140,7 +141,7 @@ def create_mock_client_factory(config: MockClientConfig): stream=False, logging_obj=None, files=None, - content=None, + content: str | bytes | Iterable[bytes] | AsyncIterable[bytes] | None = None, ): """Monkey-patched AsyncHTTPHandler.post that intercepts API calls.""" if isinstance(url, str) and _is_mock_url(url): @@ -193,7 +194,7 @@ def create_mock_client_factory(config: MockClientConfig): timeout=None, stream=False, files=None, - content=None, + content: str | bytes | Iterable[bytes] | AsyncIterable[bytes] | None = None, logging_obj=None, ): """Monkey-patched HTTPHandler.post that intercepts API calls.""" diff --git a/litellm/integrations/opentelemetry.py b/litellm/integrations/opentelemetry.py index 39dbf8ed487..c3461c849dc 100644 --- a/litellm/integrations/opentelemetry.py +++ b/litellm/integrations/opentelemetry.py @@ -1,7 +1,8 @@ import os +from collections.abc import Mapping from dataclasses import dataclass, field from datetime import datetime -from typing import TYPE_CHECKING, Any, Final, cast +from typing import TYPE_CHECKING, Any, Final, TypedDict, cast import litellm from litellm._logging import verbose_logger @@ -37,9 +38,11 @@ from litellm.types.utils import ( # OpenTelemetry imports moved to individual functions to avoid import errors when not installed if TYPE_CHECKING: + from opentelemetry.sdk.trace import TracerProvider as _SDKTracerProvider from opentelemetry.sdk.trace.export import SpanExporter as _SpanExporter from opentelemetry.trace import Context as _Context from opentelemetry.trace import Span as _Span + from opentelemetry.trace import SpanKind as _SpanKind from opentelemetry.trace import Tracer as _Tracer from litellm.proxy._types import ( @@ -61,6 +64,25 @@ else: ManagementEndpointLoggingPayload = Any Context = Any + +class _StartSpanRequiredKwargs(TypedDict): + name: str + start_time: int + context: "Context | None" + + +class _StartSpanKwargs(_StartSpanRequiredKwargs, total=False): + kind: "_SpanKind" + + +class _UsageCompletionTokensView(TypedDict, total=False): + completion_tokens: int + + +class _ResponseWithUsageView(TypedDict, total=False): + usage: "_UsageCompletionTokensView | None" + + LITELLM_TRACER_NAME: Final = os.getenv("OTEL_TRACER_NAME", "litellm") LITELLM_METER_NAME: Final = os.getenv("LITELLM_METER_NAME", "litellm") LITELLM_LOGGER_NAME: Final = os.getenv("LITELLM_LOGGER_NAME", "litellm") @@ -297,9 +319,9 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): config: OpenTelemetryConfig | None = None, callback_name: str | None = None, # injection points for testing - tracer_provider: Any | None = None, - logger_provider: Any | None = None, - meter_provider: Any | None = None, + tracer_provider: object | None = None, + logger_provider: object | None = None, + meter_provider: object | None = None, **kwargs, ): team_metadata_keys_override: Final = kwargs.pop("baggage_team_metadata_keys", None) @@ -325,7 +347,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): self.OTEL_EXPORTER = self.config.exporter self.OTEL_ENDPOINT = self.config.endpoint self.OTEL_HEADERS = self.config.headers - self._tracer_provider_cache: dict[str, Any] = {} + self._tracer_provider_cache: dict[str, _SDKTracerProvider] = {} self._init_tracing(tracer_provider) _debug_otel: Final = str(os.getenv("DEBUG_OTEL", "False")).lower() @@ -870,7 +892,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): def _emit_guardrail_spans_from_request_data( self, request_data: dict, - parent_span: Any | None, + parent_span: "Span | None", ) -> None: """Emit ``guardrail`` spans from the request's proxy-internal metadata bucket (``standard_logging_guardrail_information``). @@ -896,7 +918,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): # kwargs["litellm_params"]["metadata"]["_otel_internal"]. Pass the # SAME metadata dict the proxy populated so _handle_failure and # this hook see the same dedupe markers. - kwargs: Final[dict[str, Any]] = { + kwargs: Final[dict[str, object]] = { "litellm_params": {"metadata": metadata}, "standard_logging_object": { "guardrail_information": guardrail_information, @@ -1257,13 +1279,13 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): response_obj, start_time, end_time, - context, + context: "Context | None", ): from opentelemetry.trace import Status, StatusCode otel_tracer: Final[Tracer] = self.get_tracer_to_use_for_request(kwargs) - span_kwargs: Final[dict[str, Any]] = { + span_kwargs: Final[_StartSpanKwargs] = { "name": self._get_span_name(kwargs), "start_time": self._to_ns(start_time), "context": context, @@ -1454,7 +1476,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): ) = _resolve_metric_attribute_filter(attributes) self._metric_attr_filter_resolved = True - def _filter_metric_attributes(self, attrs: dict[str, Any]) -> dict[str, Any]: + def _filter_metric_attributes(self, attrs: dict[str, str]) -> dict[str, str]: if not self._metric_attr_filter_resolved: self._ensure_metric_attribute_filter() if self._metric_attr_include is not None: @@ -1559,7 +1581,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): def _record_time_per_output_token_metric( self, kwargs: dict, - response_obj: Any | None, + response_obj: "_ResponseWithUsageView | None", end_time: datetime, duration_s: float, common_attrs: dict, @@ -1775,10 +1797,10 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): @staticmethod def _resolve_guardrail_context( - span: Any | None, - parent_span: Any | None, - fallback_ctx: Any | None, - ) -> Any | None: + span: "Span | None", + parent_span: "Span | None", + fallback_ctx: "Context | None", + ) -> "Context | None": """ Return a valid OTEL context for guardrail child spans so they are never orphaned (Issue #5). Priority: @@ -1945,7 +1967,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): if should_create_primary_span: # Span 1: Request sent to litellm SDK otel_tracer: Final[Tracer] = self.get_tracer_to_use_for_request(kwargs) - span_kwargs: Final[dict[str, Any]] = { + span_kwargs: Final[_StartSpanKwargs] = { "name": self._get_span_name(kwargs), "start_time": self._to_ns(start_time), "context": _parent_context, @@ -2131,10 +2153,10 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): @staticmethod def _tool_calls_kv_pair( tool_calls: list[ChatCompletionMessageToolCall], - ) -> dict[str, Any]: + ) -> dict[str, object]: from litellm.proxy._types import SpanAttributes - kv_pairs: Final[dict[str, Any]] = {} + kv_pairs: Final[dict[str, object]] = {} for idx, tool_call in enumerate(tool_calls): _function = tool_call.get("function") if not _function: @@ -2691,8 +2713,8 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): import json try: - _raw_response = json.loads(_raw_response) - for param, val in _raw_response.items(): + _parsed: Final[Mapping[str, object]] = json.loads(_raw_response) + for param, val in _parsed.items(): self.safe_set_attribute( span=span, key=f"llm.{custom_llm_provider}.{param}", @@ -2722,7 +2744,7 @@ class OpenTelemetry(OTELGenAISemconvMixin, CustomLogger): return int(dt * 1e9) return int(dt.timestamp() * 1e9) - def _get_span_name(self, kwargs): + def _get_span_name(self, kwargs) -> str: litellm_params: Final = kwargs.get("litellm_params", {}) metadata: Final = litellm_params.get("metadata") or {} generation_name: Final = metadata.get("generation_name") diff --git a/litellm/integrations/websearch_interception/handler.py b/litellm/integrations/websearch_interception/handler.py index f7f27459768..972ae1d9856 100644 --- a/litellm/integrations/websearch_interception/handler.py +++ b/litellm/integrations/websearch_interception/handler.py @@ -85,6 +85,11 @@ class _WebSearchSettingsView(TypedDict): websearch_interception_params: WebSearchInterceptionConfig +class _SearchToolConfig(TypedDict, total=False): + search_tool_name: str + litellm_params: Mapping[str, object] | None + + class WebSearchInterceptionLogger(CustomLogger): """ CustomLogger that intercepts WebSearch tool calls for models that don't @@ -1487,7 +1492,7 @@ class WebSearchInterceptionLogger(CustomLogger): return None - def _select_search_tool_from_router(self, llm_router: object) -> dict[str, Any] | None: + def _select_search_tool_from_router(self, llm_router: object) -> "_SearchToolConfig | None": if llm_router is None or not hasattr(llm_router, "search_tools"): return None search_tools: Final = list(getattr(llm_router, "search_tools") or []) @@ -1495,9 +1500,9 @@ class WebSearchInterceptionLogger(CustomLogger): def _select_search_tool_from_list( self, - search_tools: list[dict[str, Any]], + search_tools: list[_SearchToolConfig], source: str, - ) -> dict[str, Any] | None: + ) -> "_SearchToolConfig | None": if self.search_tool_name: matching_tools = [tool for tool in search_tools if tool.get("search_tool_name") == self.search_tool_name] if matching_tools: @@ -1692,7 +1697,7 @@ class WebSearchInterceptionLogger(CustomLogger): @staticmethod def initialize_from_proxy_config( - litellm_settings: dict[str, Any], + litellm_settings: Mapping[str, WebSearchInterceptionConfig], callback_specific_params: Mapping[str, object], ) -> "WebSearchInterceptionLogger": """ diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py index a3ff048e92a..05d278094ea 100644 --- a/litellm/litellm_core_utils/litellm_logging.py +++ b/litellm/litellm_core_utils/litellm_logging.py @@ -10,7 +10,7 @@ import subprocess import sys import time import traceback -from collections.abc import Callable, Mapping +from collections.abc import Callable, Mapping, Sequence from datetime import datetime as dt_object from functools import lru_cache from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Union, cast @@ -176,6 +176,9 @@ from .initialize_dynamic_callback_params import ( from .specialty_caches.dynamic_logging_cache import DynamicLoggingCache if TYPE_CHECKING: + from mcp.types import EmbeddedResource, ImageContent, TextContent + + from litellm.integrations.otel.logger import OpenTelemetryV2 from litellm.llms.base_llm.passthrough.transformation import BasePassthroughConfig try: from litellm_enterprise.enterprise_callbacks.callback_controls import ( @@ -211,14 +214,30 @@ except Exception as e: PagerDutyAlerting = CustomLogger EnterpriseCallbackControls = None EnterpriseStandardLoggingPayloadSetupVAR = None -_in_memory_loggers: Final[list[Any]] = [] +if TYPE_CHECKING: + from litellm.integrations.generic_api.generic_api_callback import ( + GenericAPILogger as _GenericAPILoggerCls, + ) -_STANDARD_LOGGING_METADATA_KEYS: Final[frozenset] = frozenset(StandardLoggingMetadata.__annotations__.keys()) + _GENERIC_API_LOGGER_CLS: Final = _GenericAPILoggerCls + _RESEND_EMAIL_LOGGER_FACTORY: Final = CustomLogger + _SENDGRID_EMAIL_LOGGER_FACTORY: Final = CustomLogger + _SMTP_EMAIL_LOGGER_FACTORY: Final = CustomLogger + _PAGERDUTY_ALERTING_FACTORY: Final = CustomLogger +else: + _GENERIC_API_LOGGER_CLS: Final = GenericAPILogger + _RESEND_EMAIL_LOGGER_FACTORY: Final = ResendEmailLogger + _SENDGRID_EMAIL_LOGGER_FACTORY: Final = SendGridEmailLogger + _SMTP_EMAIL_LOGGER_FACTORY: Final = SMTPEmailLogger + _PAGERDUTY_ALERTING_FACTORY: Final = PagerDutyAlerting +_in_memory_loggers: Final[list[CustomLogger]] = [] + +_STANDARD_LOGGING_METADATA_KEYS: Final[frozenset[str]] = frozenset(StandardLoggingMetadata.__annotations__.keys()) ### GLOBAL VARIABLES ### # Cache custom pricing keys as frozenset for O(1) lookups instead of looping through 49 keys -_CUSTOM_PRICING_KEYS: Final[frozenset] = frozenset(CustomPricingLiteLLMParams.model_fields.keys()) +_CUSTOM_PRICING_KEYS: Final[frozenset[str]] = frozenset(CustomPricingLiteLLMParams.model_fields.keys()) sentry_sdk_instance = None capture_exception = None @@ -1285,7 +1304,9 @@ class Logging(LiteLLMLoggingBaseClass): verbose_logger.exception("LiteLLM.LoggingError: [Non-Blocking] Exception occurred while logging %s", e) return response_obj - def _parse_post_mcp_call_hook_response(self, response: MCPPostCallResponseObject | None) -> Any: + def _parse_post_mcp_call_hook_response( + self, response: MCPPostCallResponseObject | None + ) -> "Sequence[TextContent | ImageContent | EmbeddedResource] | None": """ Parse the response from the post_mcp_tool_call_hook @@ -1729,7 +1750,7 @@ class Logging(LiteLLMLoggingBaseClass): self.completion_start_time = completion_start_time self.model_call_details["completion_start_time"] = self.completion_start_time - def normalize_logging_result(self, result: Any) -> Any: + def normalize_logging_result(self, result: Any) -> object: """ Some endpoints return a different type of result than what is expected by the logging system. This function is used to normalize the result to the expected type. @@ -1765,7 +1786,7 @@ class Logging(LiteLLMLoggingBaseClass): ) return logging_result - def _merge_hidden_params_from_response_into_metadata(self, logging_result: Any) -> None: + def _merge_hidden_params_from_response_into_metadata(self, logging_result: object) -> None: """ Copy response._hidden_params into litellm_params.metadata['hidden_params']. @@ -1826,7 +1847,9 @@ class Logging(LiteLLMLoggingBaseClass): if (standard_logging_payload := self.model_call_details.get("standard_logging_object")) is not None: emit_standard_logging_payload(standard_logging_payload) - def _build_standard_logging_payload(self, init_response_obj: Any, start_time: Any, end_time: Any) -> Any: + def _build_standard_logging_payload( + self, init_response_obj: object, start_time: Any, end_time: Any + ) -> StandardLoggingPayload | None: """Build StandardLoggingPayload and accumulate its construction time.""" _start: Final = time.time() payload: Final = get_standard_logging_object_payload( @@ -1947,7 +1970,7 @@ class Logging(LiteLLMLoggingBaseClass): def _is_recognized_call_type_for_logging( self, - logging_result: Any, + logging_result: object, ): """ Returns True if the call type is recognized for logging (eg. ModelResponse, ModelResponseStream, etc.) @@ -4216,7 +4239,7 @@ def _init_custom_logger_compatible_class( for callback in _in_memory_loggers: if isinstance(callback, PagerDutyAlerting): return callback - pagerduty_logger: Final = PagerDutyAlerting(**custom_logger_init_args) + pagerduty_logger: Final = _PAGERDUTY_ALERTING_FACTORY(**custom_logger_init_args) _in_memory_loggers.append(pagerduty_logger) return pagerduty_logger elif logging_integration == "anthropic_cache_control_hook": @@ -4246,7 +4269,7 @@ def _init_custom_logger_compatible_class( return _gcs_pubsub_logger elif logging_integration == "generic_api": for callback in _in_memory_loggers: - if isinstance(callback, GenericAPILogger): + if isinstance(callback, _GENERIC_API_LOGGER_CLS): return callback generic_api_logger: Final = GenericAPILogger() _in_memory_loggers.append(generic_api_logger) @@ -4255,21 +4278,21 @@ def _init_custom_logger_compatible_class( for callback in _in_memory_loggers: if isinstance(callback, ResendEmailLogger): return callback - resend_email_logger: Final = ResendEmailLogger() + resend_email_logger: Final = _RESEND_EMAIL_LOGGER_FACTORY() _in_memory_loggers.append(resend_email_logger) return resend_email_logger elif logging_integration == "sendgrid_email": for callback in _in_memory_loggers: if isinstance(callback, SendGridEmailLogger): return callback - sendgrid_email_logger: Final = SendGridEmailLogger() + sendgrid_email_logger: Final = _SENDGRID_EMAIL_LOGGER_FACTORY() _in_memory_loggers.append(sendgrid_email_logger) return sendgrid_email_logger elif logging_integration == "smtp_email": for callback in _in_memory_loggers: if isinstance(callback, SMTPEmailLogger): return callback - smtp_email_logger: Final = SMTPEmailLogger() + smtp_email_logger: Final = _SMTP_EMAIL_LOGGER_FACTORY() _in_memory_loggers.append(smtp_email_logger) return smtp_email_logger elif logging_integration == "humanloop": @@ -4336,7 +4359,7 @@ def _init_custom_logger_compatible_class( return None -def _maybe_construct_otel_v2(callback_name: str, _in_memory_loggers: list) -> Any | None: +def _maybe_construct_otel_v2(callback_name: str, _in_memory_loggers: list[CustomLogger]) -> "OpenTelemetryV2 | None": """If ``LITELLM_OTEL_V2`` is on, build (or reuse) a single ``OpenTelemetryV2`` instance configured via the preset for ``callback_name``. @@ -4367,7 +4390,7 @@ def _maybe_construct_otel_v2(callback_name: str, _in_memory_loggers: list) -> An return v2_logger -def _maybe_auto_initialize_arize_phoenix(_in_memory_loggers: list) -> None: +def _maybe_auto_initialize_arize_phoenix(_in_memory_loggers: list[CustomLogger]) -> None: """ Auto-initialize ArizePhoenixLogger when Phoenix env vars are detected. @@ -4594,7 +4617,7 @@ def get_custom_logger_compatible_class( return callback elif logging_integration == "generic_api": for callback in _in_memory_loggers: - if isinstance(callback, GenericAPILogger): + if isinstance(callback, _GENERIC_API_LOGGER_CLS): return callback elif logging_integration == "resend_email": for callback in _in_memory_loggers: diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py index 3a1a426eaa9..b24e694c6fd 100644 --- a/litellm/litellm_core_utils/prompt_templates/factory.py +++ b/litellm/litellm_core_utils/prompt_templates/factory.py @@ -549,7 +549,7 @@ def _fetch_and_extract_template( return chat_template, bos_token, eos_token -async def ahf_chat_template(model: str, messages: list, chat_template: Any | None = None): +async def ahf_chat_template(model: str, messages: list, chat_template: str | None = None): """HuggingFace chat template (async version)""" from litellm.litellm_core_utils.prompt_templates.huggingface_template_handler import ( _aget_chat_template_file, @@ -576,7 +576,7 @@ async def ahf_chat_template(model: str, messages: list, chat_template: Any | Non ) -def hf_chat_template(model: str, messages: list, chat_template: Any | None = None): +def hf_chat_template(model: str, messages: list, chat_template: str | None = None): """HuggingFace chat template (sync version)""" from litellm.litellm_core_utils.prompt_templates.huggingface_template_handler import ( _get_chat_template_file, @@ -1130,7 +1130,7 @@ def convert_to_azure_openai_messages( def infer_protocol_value( - value: Any, + value: object, ) -> Literal[ "string_value", "number_value", @@ -1702,7 +1702,9 @@ def convert_function_to_anthropic_tool_invoke( _name: Final = get_attribute_or_key(function_call, "name") or "" _arguments: Final = get_attribute_or_key(function_call, "arguments") - tool_input = parse_tool_call_arguments(_arguments, tool_name=_name, context="Anthropic function to tool invoke") + tool_input: Final = parse_tool_call_arguments( + _arguments, tool_name=_name, context="Anthropic function to tool invoke" + ) anthropic_tool_invoke: Final = [ AnthropicMessagesToolUseParam( @@ -1764,7 +1766,7 @@ def convert_to_anthropic_tool_invoke( Fixes: https://github.com/BerriAI/litellm/issues/17737 """ - anthropic_tool_invoke: Final[list[AnthropicMessagesToolUseParam | dict[str, Any]]] = [] + anthropic_tool_invoke: Final[list[AnthropicMessagesToolUseParam | dict[str, object]]] = [] for tool in tool_calls: if not get_attribute_or_key(tool, "type") == "function": @@ -1785,7 +1787,7 @@ def convert_to_anthropic_tool_invoke( # Server tool IDs start with "srvtoolu_" if tool_id.startswith("srvtoolu_"): # Create server_tool_use block instead of tool_use - _anthropic_server_tool_use: dict[str, Any] = { + _anthropic_server_tool_use: dict[str, object] = { "type": "server_tool_use", "id": tool_id, "name": tool_name, @@ -2177,7 +2179,7 @@ def _is_orphaned_tool_result( return False -def _declared_tool_call_ids(message: Mapping[str, Any]) -> frozenset[str]: +def _declared_tool_call_ids(message: Mapping[str, object]) -> frozenset[str]: tool_calls: Final = message.get("tool_calls") if not isinstance(tool_calls, list): return frozenset() @@ -2186,7 +2188,7 @@ def _declared_tool_call_ids(message: Mapping[str, Any]) -> frozenset[str]: ) -def group_tool_exchanges(messages: Sequence[Mapping[str, Any]]) -> tuple[tuple[int, ...], ...]: +def group_tool_exchanges(messages: Sequence[Mapping[str, object]]) -> tuple[tuple[int, ...], ...]: """Group message indices into tool exchanges: an assistant row that made tool calls, together with the tool rows answering the ids it declared. @@ -2204,7 +2206,7 @@ def group_tool_exchanges(messages: Sequence[Mapping[str, Any]]) -> tuple[tuple[i return tuple(_iter_tool_exchange_groups(messages)) -def _iter_tool_exchange_groups(messages: Sequence[Mapping[str, Any]]) -> Iterator[tuple[int, ...]]: +def _iter_tool_exchange_groups(messages: Sequence[Mapping[str, object]]) -> Iterator[tuple[int, ...]]: index = 0 while index < len(messages): declared = _declared_tool_call_ids(messages[index]) @@ -2409,7 +2411,7 @@ def anthropic_messages_pt( # Convert ChatCompletionImageUrlObject to dict if needed image_url_value = m["image_url"] if isinstance(image_url_value, str): - image_url_input: str | dict[str, Any] = image_url_value + image_url_input: str | dict[str, object] = image_url_value else: # ChatCompletionImageUrlObject or dict case - convert to dict image_url_input = { @@ -3179,7 +3181,7 @@ def _load_image_from_url(image_url): try: # Send a GET request to the image URL client: Final = HTTPHandler(concurrent_limit=1) - response: Final = safe_get(client, image_url) + response: Final[httpx.Response] = safe_get(client, image_url) response.raise_for_status() # Raise an exception for HTTP errors # Check the response's content type to ensure it is an image @@ -3382,7 +3384,7 @@ class BedrockImageProcessor: @staticmethod def _post_call_image_processing(response: httpx.Response, image_url: str = "") -> tuple[str, str]: # Check the response's content type to ensure it is an image - content_type = response.headers.get("content-type") + content_type: str | None = response.headers.get("content-type") # Use helper function to infer content type with fallback logic content_type = infer_content_type_from_url_and_content( @@ -3406,7 +3408,7 @@ class BedrockImageProcessor: params={"concurrent_limit": 1}, ) # Send a GET request to the image URL - response: Final = await async_safe_get(client, image_url) + response: Final[httpx.Response] = await async_safe_get(client, image_url) response.raise_for_status() # Raise an exception for HTTP errors return BedrockImageProcessor._post_call_image_processing(response, image_url) @@ -3419,7 +3421,7 @@ class BedrockImageProcessor: try: client: Final = HTTPHandler(concurrent_limit=1) # Send a GET request to the image URL - response: Final = safe_get(client, image_url) + response: Final[httpx.Response] = safe_get(client, image_url) response.raise_for_status() # Raise an exception for HTTP errors return BedrockImageProcessor._post_call_image_processing(response, image_url) @@ -5328,10 +5330,10 @@ def get_attribute_or_key(tool_or_function, attribute, default=None): class NormalizedToolCall(TypedDict): id: str | None name: str | None - arguments: dict[str, Any] + arguments: dict[str, object] -def _parse_tool_call_arguments(raw: Any, tool_name: str | None, context: str) -> dict[str, Any]: +def _parse_tool_call_arguments(raw: Any, tool_name: str | None, context: str) -> dict[str, object]: # Anthropic's tool_use blocks already carry a parsed dict in "input"; # chat completions and the Responses API carry a JSON string that may be # truncated by the model, so route those through the repair-aware parser. @@ -5352,12 +5354,12 @@ def _parse_tool_call_arguments(raw: Any, tool_name: str | None, context: str) -> def _tool_calls_from_chat_completion_response( - response: Any, include_all_choices: bool = False + response: object, include_all_choices: bool = False ) -> list[NormalizedToolCall]: choices: Final = get_attribute_or_key(response, "choices", None) if not (isinstance(choices, list) and choices): return [] - tool_calls: Final[list[Any]] = [] + tool_calls: Final[list[object]] = [] for choice in choices if include_all_choices else choices[:1]: message = get_attribute_or_key(choice, "message", None) choice_tool_calls = get_attribute_or_key(message, "tool_calls", None) if message else None @@ -5383,7 +5385,7 @@ def _tool_calls_from_chat_completion_response( return result -def _tool_calls_from_responses_api_response(response: Any) -> list[NormalizedToolCall]: +def _tool_calls_from_responses_api_response(response: object) -> list[NormalizedToolCall]: output: Final = get_attribute_or_key(response, "output", None) if not isinstance(output, list): return [] @@ -5406,7 +5408,7 @@ def _tool_calls_from_responses_api_response(response: Any) -> list[NormalizedToo return result -def _tool_calls_from_anthropic_messages_response(response: Any) -> list[NormalizedToolCall]: +def _tool_calls_from_anthropic_messages_response(response: object) -> list[NormalizedToolCall]: content: Final = get_attribute_or_key(response, "content", None) if not isinstance(content, list): return [] @@ -5425,7 +5427,7 @@ def _tool_calls_from_anthropic_messages_response(response: Any) -> list[Normaliz return result -def get_tool_calls_from_response(response: Any, include_all_choices: bool = False) -> list[NormalizedToolCall]: +def get_tool_calls_from_response(response: object, include_all_choices: bool = False) -> list[NormalizedToolCall]: """ Extract tool/function calls from a response object into a normalized ``{"id", "name", "arguments"}`` shape, regardless of which API surface @@ -5456,7 +5458,7 @@ def get_tool_calls_from_response(response: Any, include_all_choices: bool = Fals return [] -def has_tool_with_name(tools: Any, tool_name: str) -> bool: +def has_tool_with_name(tools: object, tool_name: str) -> bool: """ Check whether a tools list (as sent to an LLM) includes a tool with the given name, regardless of shape: OpenAI-style function tools @@ -5482,9 +5484,9 @@ def has_tool_with_name(tools: Any, tool_name: str) -> bool: def resolve_structured_messages( - messages: list[dict[str, Any]] | None, + messages: list[dict[str, object]] | None, request_kwargs: dict[str, Any], -) -> list[dict[str, Any]] | None: +) -> list[dict[str, object]] | None: """ Normalize a request's messages to OpenAI-spec chat-completions shape, regardless of which API surface produced them (chat completions, diff --git a/litellm/litellm_core_utils/streaming_chunk_builder_utils.py b/litellm/litellm_core_utils/streaming_chunk_builder_utils.py index 886ba6a3a18..e1da36ac8cd 100644 --- a/litellm/litellm_core_utils/streaming_chunk_builder_utils.py +++ b/litellm/litellm_core_utils/streaming_chunk_builder_utils.py @@ -145,7 +145,7 @@ class ChunkProcessor: if first_hidden_params.get("created_at"): - def _created_at(chunk: Any) -> int | float: + def _created_at(chunk: object) -> int | float: if isinstance(chunk, dict): params = chunk.get("_hidden_params", {}) else: @@ -158,7 +158,7 @@ class ChunkProcessor: return chunks def update_model_response_with_hidden_params( - self, model_response: ModelResponse, chunk: dict[str, Any] | None = None + self, model_response: ModelResponse, chunk: Mapping[str, dict[str, object]] | None = None ) -> ModelResponse: if chunk is None: return model_response @@ -176,7 +176,7 @@ class ChunkProcessor: if not chunks: return - model: Final = getattr(response, "model", None) + model: Final[str | None] = getattr(response, "model", None) if not model: return @@ -214,7 +214,7 @@ class ChunkProcessor: ) @staticmethod - def _get_chunk_id(chunks: list[dict[str, Any]]) -> str: + def _get_chunk_id(chunks: Sequence[Mapping[str, str]]) -> str: """ Chunks: [{"id": ""}, {"id": "1"}, {"id": "1"}] @@ -225,7 +225,7 @@ class ChunkProcessor: return "" @staticmethod - def _get_model_from_chunks(chunks: list[dict[str, Any]], first_chunk_model: str) -> str: + def _get_model_from_chunks(chunks: Sequence[Mapping[str, str]], first_chunk_model: str) -> str: """ Get the actual model from chunks, preferring a model that differs from the first chunk. diff --git a/litellm/litellm_core_utils/streaming_handler.py b/litellm/litellm_core_utils/streaming_handler.py index 2dc71abee3e..570c34169d0 100644 --- a/litellm/litellm_core_utils/streaming_handler.py +++ b/litellm/litellm_core_utils/streaming_handler.py @@ -6,13 +6,14 @@ import logging import threading import time import traceback -from collections.abc import AsyncIterator, Callable, Iterator +from collections.abc import AsyncIterator, Callable, Iterator, Mapping, Sequence from dataclasses import dataclass -from typing import Any, Final, NoReturn, TypeVar, cast +from typing import Any, Final, NoReturn, Protocol, TypeVar, cast import anyio import httpx from pydantic import BaseModel +from typing_extensions import NotRequired, TypedDict import litellm from litellm import verbose_logger @@ -54,7 +55,7 @@ _SYNC_ITER_EXHAUSTED: Final = object() _GCHUNK_FIELDS: Final[frozenset] = frozenset(GChunk.__annotations__) -def _next_sync_or_exhausted(it: Any) -> Any: +def _next_sync_or_exhausted(it: Any) -> object: """ Call next(it) from a thread and return _SYNC_ITER_EXHAUSTED on StopIteration. @@ -68,7 +69,7 @@ def _next_sync_or_exhausted(it: Any) -> Any: return _SYNC_ITER_EXHAUSTED -def is_async_iterable(obj: Any) -> bool: +def is_async_iterable(obj: object) -> bool: """ Check if an object is an async iterable (can be used with 'async for'). @@ -81,7 +82,7 @@ def is_async_iterable(obj: Any) -> bool: return isinstance(obj, collections.abc.AsyncIterable) -def print_verbose(print_statement): +def print_verbose(print_statement: object): try: if litellm.set_verbose: print(print_statement) # noqa: T201 @@ -96,18 +97,78 @@ class _ProviderChunkParsed: @dataclass(frozen=True, slots=True) class _ProviderChunkEarlyReturn: - value: Any + value: "ModelResponseStream | None" _ProviderChunkResult = _ProviderChunkParsed | _ProviderChunkEarlyReturn +class _PredibaseStreamData(TypedDict): + token: NotRequired[Mapping[str, str]] + details: Mapping[str, str] + generated_text: str | None + error: str | None + + +class _Ai21StreamData(TypedDict): + completions: Sequence[Mapping[str, Mapping[str, str]]] + + +class _MaritalkStreamData(TypedDict): + answer: str + + +class _NlpCloudStreamData(TypedDict): + generated_text: str + + +class _AlephAlphaStreamData(TypedDict): + completions: Sequence[Mapping[str, str]] + + +class _AzureStreamChoice(TypedDict): + delta: Mapping[str, str] | None + finish_reason: str | None + + +class _AzureStreamData(TypedDict): + choices: Sequence[_AzureStreamChoice] + + +class _BasetenModelOutput(TypedDict): + data: NotRequired[Sequence[str]] + + +class _BasetenStreamData(TypedDict): + token: NotRequired[Mapping[str, str]] + model_output: NotRequired["_BasetenModelOutput | str"] + completion: NotRequired[object] + + +class _DeltaDumpDict(TypedDict): + role: NotRequired[str | None] + tool_calls: NotRequired[Sequence[Mapping[str, object]]] + + +class _TextCompletionChoiceLike(Protocol): + text: str + finish_reason: str | None + + +def validated_stream_logging_obj(candidate: object) -> LiteLLMLoggingObject: + from litellm.litellm_core_utils.litellm_logging import Logging + + if isinstance(candidate, Logging): + return candidate + raise TypeError("CustomStreamWrapper requires a LiteLLMLoggingObject") + + class CustomStreamWrapper: def __init__( self, completion_stream, model, - logging_obj: Any, + logging_obj: LiteLLMLoggingObject, custom_llm_provider: str | None = None, stream_options=None, make_call: Callable | None = None, @@ -186,7 +247,7 @@ class CustomStreamWrapper: # Snapshot assumes self._hidden_params is populated from litellm_params # at init and never mutated during the stream. If that ever changes, # this cache must be removed. - self._base_hidden_params: dict[str, Any] = { + self._base_hidden_params: dict[str, object] = { **self._hidden_params, "response_cost": None, } @@ -416,7 +477,7 @@ class CustomStreamWrapper: finish_reason = "" print_verbose(f"chunk: {chunk}") if chunk.startswith("data:"): - data_json: Final = json.loads(chunk[5:]) + data_json: Final[_PredibaseStreamData] = json.loads(chunk[5:]) print_verbose(f"data json: {data_json}") if "token" in data_json and "text" in data_json["token"]: text = data_json["token"]["text"] @@ -446,7 +507,7 @@ class CustomStreamWrapper: def handle_ai21_chunk(self, chunk): # fake streaming chunk = chunk.decode("utf-8") - data_json: Final = json.loads(chunk) + data_json: Final[_Ai21StreamData] = json.loads(chunk) try: text: Final = data_json["completions"][0]["data"]["text"] is_finished: Final = True @@ -461,7 +522,7 @@ class CustomStreamWrapper: def handle_maritalk_chunk(self, chunk): # fake streaming chunk = chunk.decode("utf-8") - data_json: Final = json.loads(chunk) + data_json: Final[_MaritalkStreamData] = json.loads(chunk) try: text: Final = data_json["answer"] is_finished: Final = True @@ -482,7 +543,7 @@ class CustomStreamWrapper: if self.model and "dolphin" in self.model: chunk = self.process_chunk(chunk=chunk) else: - data_json: Final = json.loads(chunk) + data_json: Final[_NlpCloudStreamData] = json.loads(chunk) chunk = data_json["generated_text"] text = chunk if "[DONE]" in text: @@ -499,7 +560,7 @@ class CustomStreamWrapper: def handle_aleph_alpha_chunk(self, chunk): chunk = chunk.decode("utf-8") - data_json: Final = json.loads(chunk) + data_json: Final[_AlephAlphaStreamData] = json.loads(chunk) try: text: Final = data_json["completions"][0]["completion"] is_finished: Final = True @@ -527,7 +588,7 @@ class CustomStreamWrapper: "finish_reason": finish_reason, } elif chunk.startswith("data:"): - data_json: Final = json.loads(chunk[5:]) # chunk.startswith("data:"): + data_json: Final[_AzureStreamData] = json.loads(chunk[5:]) # chunk.startswith("data:"): try: if len(data_json["choices"]) > 0: delta: Final = data_json["choices"][0]["delta"] @@ -616,7 +677,7 @@ class CustomStreamWrapper: text = "" is_finished = False finish_reason = None - choices: Final = getattr(chunk, "choices", []) + choices: Final[Sequence[_TextCompletionChoiceLike]] = getattr(chunk, "choices", []) if len(choices) > 0: text = choices[0].text if choices[0].finish_reason is not None: @@ -637,7 +698,7 @@ class CustomStreamWrapper: is_finished = False finish_reason = None usage = None - choices: Final = getattr(chunk, "choices", []) + choices: Final[Sequence[_TextCompletionChoiceLike]] = getattr(chunk, "choices", []) if len(choices) > 0: text = choices[0].text if choices[0].finish_reason is not None: @@ -654,12 +715,12 @@ class CustomStreamWrapper: except Exception as e: raise e - def handle_baseten_chunk(self, chunk): + def handle_baseten_chunk(self, chunk) -> str: try: chunk = chunk.decode("utf-8") if len(chunk) > 0: if chunk.startswith("data:"): - data_json = json.loads(chunk[5:]) + data_json: _BasetenStreamData = json.loads(chunk[5:]) if "token" in data_json and "text" in data_json["token"]: return data_json["token"]["text"] else: @@ -1325,13 +1386,14 @@ class CustomStreamWrapper: if response_obj["is_finished"]: self.received_finish_reason = response_obj["finish_reason"] if "usage" in response_obj is not None: + _codestral_usage: Final[Usage] = response_obj["usage"] setattr( model_response, "usage", litellm.Usage( - prompt_tokens=response_obj["usage"].prompt_tokens, - completion_tokens=response_obj["usage"].completion_tokens, - total_tokens=response_obj["usage"].total_tokens, + prompt_tokens=_codestral_usage.prompt_tokens, + completion_tokens=_codestral_usage.completion_tokens, + total_tokens=_codestral_usage.total_tokens, ), ) elif self.custom_llm_provider == "azure_text": @@ -1474,7 +1536,7 @@ class CustomStreamWrapper: is None ): t.function.arguments = "" - _json_delta: Final = delta.model_dump() + _json_delta: Final[_DeltaDumpDict] = delta.model_dump() if "role" not in _json_delta or _json_delta["role"] is None: _json_delta["role"] = "assistant" # mistral's api returns role as None if "tool_calls" in _json_delta and isinstance(_json_delta["tool_calls"], list): @@ -1744,7 +1806,7 @@ class CustomStreamWrapper: usage.cost, copy it into _hidden_params so litellm's cost calculator uses it instead of a token-based estimate. """ - _usage: Final = getattr(response, "usage", None) + _usage: Final[Usage | None] = getattr(response, "usage", None) if _usage is not None and hasattr(_usage, "cost") and _usage.cost is not None: if "additional_headers" not in response._hidden_params: response._hidden_params["additional_headers"] = {} diff --git a/litellm/llms/anthropic/chat/handler.py b/litellm/llms/anthropic/chat/handler.py index 8c4facc1ba2..39d3947c07c 100644 --- a/litellm/llms/anthropic/chat/handler.py +++ b/litellm/llms/anthropic/chat/handler.py @@ -58,6 +58,7 @@ from ..common_utils import AnthropicError, process_anthropic_headers from .transformation import ANTHROPIC_TOOL_NAME_REVERSE_MAP_KEY, AnthropicConfig if TYPE_CHECKING: + from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.litellm_core_utils.streaming_handler import CustomStreamWrapper from litellm.llms.base_llm.chat.transformation import BaseConfig @@ -206,7 +207,7 @@ class AnthropicChatCompletion(BaseLLM): client: AsyncHTTPHandler | None, encoding, api_key, - logging_obj, + logging_obj: "LiteLLMLoggingObj", stream, _is_function_call, data: dict, @@ -324,7 +325,7 @@ class AnthropicChatCompletion(BaseLLM): print_verbose: Callable, encoding, api_key, - logging_obj, + logging_obj: "LiteLLMLoggingObj", optional_params: dict, timeout: float | httpx.Timeout, litellm_params: dict, diff --git a/litellm/llms/azure/azure.py b/litellm/llms/azure/azure.py index 91cd683d5a9..3438e835faf 100644 --- a/litellm/llms/azure/azure.py +++ b/litellm/llms/azure/azure.py @@ -228,7 +228,7 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM): litellm_params=litellm_params, ) - data = {"model": None, "messages": messages, **optional_params} + data: dict[str, object] = {"model": None, "messages": messages, **optional_params} elif litellm.AzureOpenAIGPT5Config.is_model_gpt_5_model(model=litellm_params.get("base_model") or model): data = litellm.AzureOpenAIGPT5Config().transform_request( model=model, @@ -482,12 +482,12 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM): def streaming( self, - logging_obj, + logging_obj: LiteLLMLoggingObj, api_base: str, api_key: str | None, api_version: str, dynamic_params: bool, - data: dict, + data: dict[str, object], model: str, timeout: Any, max_retries: int, diff --git a/litellm/llms/azure/chat/o_series_handler.py b/litellm/llms/azure/chat/o_series_handler.py index 64b6025f6ea..30de68e40ef 100644 --- a/litellm/llms/azure/chat/o_series_handler.py +++ b/litellm/llms/azure/chat/o_series_handler.py @@ -5,10 +5,11 @@ Written separately to handle faking streaming for o1 and o3 models. """ from collections.abc import Callable -from typing import TYPE_CHECKING, Any, Optional +from typing import TYPE_CHECKING, Optional import httpx +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.types.utils import ModelResponse from ...openai.openai import OpenAIChatCompletion @@ -25,7 +26,7 @@ class AzureOpenAIO1ChatCompletion(BaseAzureLLM, OpenAIChatCompletion): timeout: float | httpx.Timeout, optional_params: dict, litellm_params: dict, - logging_obj: Any, + logging_obj: LiteLLMLoggingObj, model: str | None = None, messages: list | None = None, print_verbose: Callable | None = None, diff --git a/litellm/llms/azure/completion/handler.py b/litellm/llms/azure/completion/handler.py index 79fbd0a5f86..728968e12e7 100644 --- a/litellm/llms/azure/completion/handler.py +++ b/litellm/llms/azure/completion/handler.py @@ -3,6 +3,7 @@ from typing import Any, Final from openai import AsyncAzureOpenAI, AzureOpenAI +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.litellm_core_utils.prompt_templates.factory import prompt_factory from litellm.utils import CustomStreamWrapper, ModelResponse, TextCompletionResponse @@ -39,9 +40,9 @@ class AzureTextCompletion(BaseAzureLLM): azure_ad_token_provider: Callable | None, print_verbose: Callable, timeout, - logging_obj, + logging_obj: LiteLLMLoggingObj, optional_params, - litellm_params, + litellm_params: dict[str, object], logger_fn, acompletion: bool = False, headers: dict | None = None, @@ -246,7 +247,7 @@ class AzureTextCompletion(BaseAzureLLM): def streaming( self, - logging_obj, + logging_obj: LiteLLMLoggingObj, api_base: str, api_key: str | None, api_version: str, @@ -299,7 +300,7 @@ class AzureTextCompletion(BaseAzureLLM): async def async_streaming( self, - logging_obj, + logging_obj: LiteLLMLoggingObj, api_base: str, api_key: str | None, api_version: str, diff --git a/litellm/llms/azure_ai/anthropic/handler.py b/litellm/llms/azure_ai/anthropic/handler.py index 80471c9060a..24ee76b31d0 100644 --- a/litellm/llms/azure_ai/anthropic/handler.py +++ b/litellm/llms/azure_ai/anthropic/handler.py @@ -9,6 +9,7 @@ from typing import Final import httpx +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.llms.anthropic.chat.handler import AnthropicChatCompletion from litellm.llms.custom_httpx.http_handler import ( AsyncHTTPHandler, @@ -40,7 +41,7 @@ class AzureAnthropicChatCompletion(AnthropicChatCompletion): print_verbose: Callable, encoding, api_key, - logging_obj, + logging_obj: LiteLLMLoggingObj, optional_params: dict, timeout: float | httpx.Timeout, litellm_params: dict, diff --git a/litellm/llms/azure_ai/chat/transformation.py b/litellm/llms/azure_ai/chat/transformation.py index 5540d79f667..8545d646035 100644 --- a/litellm/llms/azure_ai/chat/transformation.py +++ b/litellm/llms/azure_ai/chat/transformation.py @@ -248,7 +248,7 @@ class AzureAIStudioConfig(OpenAIConfig): messages=messages, optional_params=optional_params, litellm_params=litellm_params, - encoding=encoding, + encoding=encoding if encoding is not None else None, api_key=api_key, json_mode=json_mode, ) diff --git a/litellm/llms/bedrock/chat/converse_handler.py b/litellm/llms/bedrock/chat/converse_handler.py index 6970e324db7..25e544f4521 100644 --- a/litellm/llms/bedrock/chat/converse_handler.py +++ b/litellm/llms/bedrock/chat/converse_handler.py @@ -89,7 +89,7 @@ class BedrockConverseLLM(BaseAWSLLM): model_response: ModelResponse, timeout: float | httpx.Timeout | None, encoding, - logging_obj, + logging_obj: LiteLLMLoggingObject, stream, optional_params: dict, litellm_params: dict, diff --git a/litellm/llms/codestral/completion/handler.py b/litellm/llms/codestral/completion/handler.py index 25a51927e22..8c08b2bc33c 100644 --- a/litellm/llms/codestral/completion/handler.py +++ b/litellm/llms/codestral/completion/handler.py @@ -195,7 +195,7 @@ class CodestralTextCompletion: print_verbose: Callable, encoding, api_key: str, - logging_obj, + logging_obj: LiteLLMLogging, optional_params: dict, timeout: float | httpx.Timeout, acompletion=None, @@ -383,7 +383,7 @@ class CodestralTextCompletion: print_verbose: Callable, encoding, api_key, - logging_obj, + logging_obj: LiteLLMLogging, data: dict, timeout: float | httpx.Timeout, optional_params=None, diff --git a/litellm/llms/custom_httpx/aiohttp_handler.py b/litellm/llms/custom_httpx/aiohttp_handler.py index 3cc43cb6072..9f579fd6f55 100644 --- a/litellm/llms/custom_httpx/aiohttp_handler.py +++ b/litellm/llms/custom_httpx/aiohttp_handler.py @@ -221,7 +221,7 @@ class BaseLLMAIOHTTPHandler: timeout=timeout, stream=stream, files=files, - content=content, + content=content if content is not None else None, params=params, ) except httpx.HTTPStatusError as e: diff --git a/litellm/llms/custom_httpx/http_handler.py b/litellm/llms/custom_httpx/http_handler.py index 9ada3674d33..52f30e31641 100644 --- a/litellm/llms/custom_httpx/http_handler.py +++ b/litellm/llms/custom_httpx/http_handler.py @@ -7,9 +7,9 @@ import ssl import sys import threading import time -from collections.abc import Callable, Mapping +from collections.abc import AsyncIterable, Callable, Iterable, Mapping from http.cookiejar import CookieJar, DefaultCookiePolicy -from typing import TYPE_CHECKING, Any, Final, Optional +from typing import TYPE_CHECKING, Any, Final, Optional, TypeAlias, TypedDict import certifi import httpx @@ -62,8 +62,23 @@ except Exception: # https://docs.aiohttp.org/en/stable/client_reference.html#aiohttp.TCPConnector _AIOHTTP_SUPPORTS_SOCKET_FACTORY: Final = "socket_factory" in inspect.signature(TCPConnector.__init__).parameters +_AddrInfo: TypeAlias = tuple[int | socket.AddressFamily, int | socket.SocketKind, int, str, tuple[object, ...]] -def _build_aiohttp_keepalive_socket_factory() -> Callable[[tuple[Any, ...]], socket.socket] | None: +_RequestContent: TypeAlias = str | bytes | Iterable[bytes] | AsyncIterable[bytes] + + +class _TCPConnectorKwargs(TypedDict, total=False): + local_addr: tuple[str, int] | None + ssl: "ssl.SSLContext | bool" + keepalive_timeout: float + ttl_dns_cache: int + enable_cleanup_closed: bool + limit: int + limit_per_host: int + socket_factory: Callable[[_AddrInfo], socket.socket] + + +def _build_aiohttp_keepalive_socket_factory() -> Callable[[_AddrInfo], socket.socket] | None: """ Build a socket_factory that enables SO_KEEPALIVE on aiohttp TCP sockets. @@ -78,7 +93,7 @@ def _build_aiohttp_keepalive_socket_factory() -> Callable[[tuple[Any, ...]], soc if not AIOHTTP_SO_KEEPALIVE or not _AIOHTTP_SUPPORTS_SOCKET_FACTORY: return None - def factory(addr_info: tuple[Any, ...]) -> socket.socket: + def factory(addr_info: _AddrInfo) -> socket.socket: family, type_, proto = addr_info[0], addr_info[1], addr_info[2] sock: Final = socket.socket(family=family, type=type_, proto=proto) sock.setblocking(False) @@ -163,8 +178,8 @@ _STREAMING_ERROR_BODY_READ_EXECUTOR: Final = concurrent.futures.ThreadPoolExecut def _prepare_request_data_and_content( data: dict | str | bytes | None = None, - content: Any = None, -) -> tuple[dict | Mapping | None, Any]: + content: _RequestContent | None = None, +) -> tuple[dict | Mapping | None, _RequestContent | None]: """ Helper function to route data/content parameters correctly for httpx requests @@ -528,7 +543,7 @@ class AsyncHTTPHandler: def __init__( self, timeout: float | httpx.Timeout | None = None, - event_hooks: Mapping[str, list[Callable[..., Any]]] | None = None, + event_hooks: Mapping[str, list[Callable[..., object]]] | None = None, concurrent_limit=None, # Kept for backward compatibility, but ignored (no limits) client_alias: str | None = None, # name for client in logs ssl_verify: VerifyTypes | None = None, @@ -566,7 +581,7 @@ class AsyncHTTPHandler: def create_client( self, timeout: float | httpx.Timeout | None, - event_hooks: Mapping[str, list[Callable[..., Any]]] | None, + event_hooks: Mapping[str, list[Callable[..., object]]] | None, ssl_verify: VerifyTypes | None = None, shared_session: Optional["ClientSession"] = None, ) -> httpx.AsyncClient: @@ -648,7 +663,7 @@ class AsyncHTTPHandler: stream: bool = False, logging_obj: LiteLLMLoggingObject | None = None, files: RequestFiles | None = None, - content: Any = None, + content: _RequestContent | None = None, ): start_time: Final = time.time() try: @@ -691,7 +706,7 @@ class AsyncHTTPHandler: end_time: Final = time.time() time_delta: Final = round(end_time - start_time, 3) headers = {} - error_response: Final = getattr(e, "response", None) + error_response: Final[httpx.Response | None] = getattr(e, "response", None) if error_response is not None: for key, value in error_response.headers.items(): headers[f"response_headers-{key}"] = value @@ -716,7 +731,7 @@ class AsyncHTTPHandler: headers: dict | None = None, timeout: float | httpx.Timeout | None = None, stream: bool = False, - content: Any = None, + content: _RequestContent | None = None, ): try: if timeout is None: @@ -755,7 +770,7 @@ class AsyncHTTPHandler: await new_client.aclose() except httpx.TimeoutException as e: headers = {} - error_response: Final = getattr(e, "response", None) + error_response: Final[httpx.Response | None] = getattr(e, "response", None) if error_response is not None: for key, value in error_response.headers.items(): headers[f"response_headers-{key}"] = value @@ -780,7 +795,7 @@ class AsyncHTTPHandler: headers: dict | None = None, timeout: float | httpx.Timeout | None = None, stream: bool = False, - content: Any = None, + content: _RequestContent | None = None, ): try: if timeout is None: @@ -819,7 +834,7 @@ class AsyncHTTPHandler: await new_client.aclose() except httpx.TimeoutException as e: headers = {} - error_response: Final = getattr(e, "response", None) + error_response: Final[httpx.Response | None] = getattr(e, "response", None) if error_response is not None: for key, value in error_response.headers.items(): headers[f"response_headers-{key}"] = value @@ -844,7 +859,7 @@ class AsyncHTTPHandler: headers: dict | None = None, timeout: float | httpx.Timeout | None = None, stream: bool = False, - content: Any = None, + content: _RequestContent | None = None, ): try: if timeout is None: @@ -895,7 +910,7 @@ class AsyncHTTPHandler: params: dict | None = None, headers: dict | None = None, stream: bool = False, - content: Any = None, + content: _RequestContent | None = None, ): """ Making POST request for a single connection client. @@ -993,7 +1008,7 @@ class AsyncHTTPHandler: def _get_ssl_connector_kwargs( ssl_verify: bool | None = None, ssl_context: ssl.SSLContext | None = None, - ) -> dict[str, Any]: + ) -> _TCPConnectorKwargs: """ Helper method to get SSL connector initialization arguments for aiohttp TCPConnector. @@ -1004,7 +1019,7 @@ class AsyncHTTPHandler: Returns: Dict with appropriate SSL configuration for TCPConnector """ - connector_kwargs: Final[dict[str, Any]] = { + connector_kwargs: Final[_TCPConnectorKwargs] = { "local_addr": ("0.0.0.0", 0) if litellm.force_ipv4 else None, } @@ -1054,7 +1069,7 @@ class AsyncHTTPHandler: verbose_logger.debug("Creating AiohttpTransport...") - transport_connector_kwargs: Final = { + transport_connector_kwargs: Final[_TCPConnectorKwargs] = { "keepalive_timeout": AIOHTTP_KEEPALIVE_TIMEOUT, "ttl_dns_cache": AIOHTTP_TTL_DNS_CACHE, **connector_kwargs, @@ -1212,7 +1227,7 @@ class HTTPHandler: stream: bool = False, timeout: float | httpx.Timeout | None = None, files: dict | RequestFiles | None = None, - content: Any = None, + content: _RequestContent | None = None, logging_obj: LiteLLMLoggingObject | None = None, ): try: @@ -1265,7 +1280,7 @@ class HTTPHandler: headers: dict | None = None, stream: bool = False, timeout: float | httpx.Timeout | None = None, - content: Any = None, + content: _RequestContent | None = None, ): try: # Prepare data/content parameters to prevent httpx DeprecationWarning (memory leak fix) @@ -1315,7 +1330,7 @@ class HTTPHandler: headers: dict | None = None, stream: bool = False, timeout: float | httpx.Timeout | None = None, - content: Any = None, + content: _RequestContent | None = None, ): try: # Prepare data/content parameters to prevent httpx DeprecationWarning (memory leak fix) @@ -1364,7 +1379,7 @@ class HTTPHandler: headers: dict | None = None, timeout: float | httpx.Timeout | None = None, stream: bool = False, - content: Any = None, + content: _RequestContent | None = None, ): try: # Prepare data/content parameters to prevent httpx DeprecationWarning (memory leak fix) diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py index a58397c9184..721b9545ac1 100644 --- a/litellm/llms/custom_httpx/llm_http_handler.py +++ b/litellm/llms/custom_httpx/llm_http_handler.py @@ -5,7 +5,8 @@ import ssl from collections.abc import AsyncIterator, Coroutine, Iterator, Mapping from contextlib import asynccontextmanager from functools import lru_cache -from typing import TYPE_CHECKING, Any, Final, Literal, Optional, TypeVar, Union, cast, get_type_hints +from types import ModuleType +from typing import TYPE_CHECKING, Any, Final, Literal, Optional, TypedDict, TypeVar, Union, cast, get_type_hints from urllib.parse import parse_qs, urlencode, urlparse, urlunparse import httpx @@ -148,6 +149,7 @@ from .http_handler import get_shared_realtime_ssl_context if TYPE_CHECKING: from aiohttp import ClientSession + from websockets.asyncio.client import ClientConnection from litellm.integrations.custom_logger import CustomLogger from litellm.litellm_core_utils.litellm_logging import Logging as _LiteLLMLoggingObj @@ -176,6 +178,19 @@ else: _ResponseT = TypeVar("_ResponseT") +class _DeleteRequestKwargs(TypedDict, total=False): + url: str + headers: dict[str, str] + timeout: float | httpx.Timeout | None + json: dict[str, object] + + +class _MediaUploadKwargs(TypedDict, total=False): + headers: dict[str, str] + content: Iterator[bytes] | AsyncIterator[bytes] + timeout: float | httpx.Timeout + + def _google_genai_streaming_hidden_params( *, api_base: str, @@ -1413,7 +1428,7 @@ class BaseLLMHTTPHandler: headers: dict[str, object] | None, provider_config: BaseOCRConfig, litellm_params: dict, - ) -> tuple[dict[str, Any], str, dict[str, Any], None]: + ) -> tuple[dict[str, object], str, dict[str, object], None]: """ Shared logic for preparing OCR requests. Returns: (headers, complete_url, data, files) @@ -1479,7 +1494,7 @@ class BaseLLMHTTPHandler: headers: dict[str, object] | None, provider_config: BaseOCRConfig, litellm_params: dict, - ) -> tuple[dict[str, Any], str, dict[str, Any], None]: + ) -> tuple[dict[str, object], str, dict[str, object], None]: """ Async version of _prepare_ocr_request for providers that need async transforms. Returns: (headers, complete_url, data, files) @@ -2361,14 +2376,14 @@ class BaseLLMHTTPHandler: model: str, input: str | ResponseInputParam, custom_llm_provider: str, - response_api_optional_request_params: dict[str, Any], + response_api_optional_request_params: dict[str, object], litellm_params: GenericLiteLLMParams, logging_obj: LiteLLMLoggingObj, ) -> tuple[ str, str | ResponseInputParam, str, - dict[str, Any], + dict[str, object], GenericLiteLLMParams, ]: if not _has_pre_call_deployment_hook(logging_obj): @@ -2894,7 +2909,7 @@ class BaseLLMHTTPHandler: }, ) - delete_kwargs: Final[dict[str, Any]] = { + delete_kwargs: Final[_DeleteRequestKwargs] = { "url": url, "headers": headers, "timeout": timeout, @@ -2984,7 +2999,7 @@ class BaseLLMHTTPHandler: }, ) - delete_kwargs: Final[dict[str, Any]] = { + delete_kwargs: Final[_DeleteRequestKwargs] = { "url": url, "headers": headers, "timeout": timeout, @@ -3725,7 +3740,7 @@ class BaseLLMHTTPHandler: timeout: float | httpx.Timeout | None, ) -> httpx.Response: headers: Final = {**base_headers, "Content-Type": content_type} - kwargs: Final[dict[str, Any]] = { + kwargs: Final[_MediaUploadKwargs] = { "headers": headers, "content": self._iter_in_blocks(body_stream.iter_bytes(), self._MEDIA_UPLOAD_BLOCK_SIZE), } @@ -3762,7 +3777,7 @@ class BaseLLMHTTPHandler: break yield cast(bytes, block) - kwargs: Final[dict[str, Any]] = {"headers": headers, "content": _abody()} + kwargs: Final[_MediaUploadKwargs] = {"headers": headers, "content": _abody()} if timeout is not None: kwargs["timeout"] = timeout resp: Final = await client.client.post(url, **kwargs) @@ -5242,7 +5257,7 @@ class BaseLLMHTTPHandler: def _wrap_responses_response_as_fake_stream( self, - result: Any, + result: ResponsesAPIResponse, model: str, responses_api_provider_config: BaseResponsesAPIConfig, logging_obj: "LiteLLMLoggingObj", @@ -5365,7 +5380,7 @@ class BaseLLMHTTPHandler: async def _call_agentic_completion_hooks( self, - response: Any, + response: object, model: str, messages: list[dict], anthropic_messages_provider_config: "BaseAnthropicMessagesConfig", @@ -5536,7 +5551,7 @@ class BaseLLMHTTPHandler: async def _call_agentic_chat_completion_hooks( self, - response: Any, + response: ModelResponse, model: str, messages: list[dict], optional_params: dict, @@ -5760,14 +5775,14 @@ class BaseLLMHTTPHandler: @staticmethod async def _open_realtime_backend_ws( - websockets_module: Any, + websockets_module: ModuleType, url: str, headers: dict, - ssl_context: Any, + ssl_context: bool | str | ssl.SSLContext, *, open_timeout: float = 8.0, max_attempts: int = 3, - ) -> Any: + ) -> "ClientConnection": """Open the backend realtime websocket, retrying a hung open handshake. The upstream Live handshake (e.g. Gemini Live) intermittently hangs on @@ -5826,7 +5841,6 @@ class BaseLLMHTTPHandler: query_params: RealtimeQueryParams | None = None, ): import websockets - from websockets.asyncio.client import ClientConnection url: Final = provider_config.get_complete_url(api_base, model, api_key) headers = provider_config.validate_environment( @@ -5844,12 +5858,12 @@ class BaseLLMHTTPHandler: ssl_context.verify_mode = ssl.CERT_NONE backend_ws: Final = await self._open_realtime_backend_ws(websockets, url, headers, ssl_context) async with backend_ws: - _request_data: Final[dict[str, Any]] = {} + _request_data: Final[dict[str, object]] = {} if litellm_metadata: _request_data["litellm_metadata"] = litellm_metadata realtime_streaming: Final = RealTimeStreaming( websocket, - cast(ClientConnection, backend_ws), + backend_ws, logging_obj, provider_config, model, @@ -6008,7 +6022,7 @@ class BaseLLMHTTPHandler: ) else: url = provider_config.get_complete_url(api_base=api_base, model=model or "", api_version=api_version) - headers: dict[str, Any] = provider_config.validate_environment( + headers: dict[str, object] = provider_config.validate_environment( headers={}, model=model or "", api_key=api_key ) else: @@ -6079,7 +6093,7 @@ class BaseLLMHTTPHandler: if provider_config is not None: url = provider_config.get_realtime_calls_url(api_base=api_base, model=model or "", api_version=api_version) - headers: dict[str, Any] = provider_config.get_realtime_calls_headers(ephemeral_key=openai_ephemeral_key) + headers: dict[str, object] = provider_config.get_realtime_calls_headers(ephemeral_key=openai_ephemeral_key) else: url = f"{api_base.rstrip('/')}/v1/realtime/calls" headers = { @@ -6247,7 +6261,7 @@ class BaseLLMHTTPHandler: yield backend async with _backend_connection() as backend_ws: - _request_data: Final[dict[str, Any]] = {} + _request_data: Final[dict[str, object]] = {} if litellm_metadata: _request_data["litellm_metadata"] = litellm_metadata @@ -9444,7 +9458,7 @@ class BaseLLMHTTPHandler: litellm_params=dict(litellm_params), extra_body=extra_body, ) - all_optional_params: Final[dict[str, Any]] = dict(litellm_params) + all_optional_params: Final[dict[str, object]] = dict(litellm_params) all_optional_params.update(vector_store_search_optional_params or {}) headers, signed_json_body = vector_store_provider_config.sign_request( headers=headers, @@ -9540,7 +9554,7 @@ class BaseLLMHTTPHandler: extra_body=extra_body, ) - all_optional_params: Final[dict[str, Any]] = dict(litellm_params) + all_optional_params: Final[dict[str, object]] = dict(litellm_params) all_optional_params.update(vector_store_search_optional_params or {}) headers, signed_json_body = vector_store_provider_config.sign_request( @@ -9860,7 +9874,7 @@ class BaseLLMHTTPHandler: url: Final = api_base - params: Final[dict[str, Any]] = {} + params: Final[dict[str, object]] = {} if after is not None: params["after"] = after if before is not None: @@ -9938,7 +9952,7 @@ class BaseLLMHTTPHandler: url: Final = api_base - params: Final[dict[str, Any]] = {} + params: Final[dict[str, object]] = {} if after is not None: params["after"] = after if before is not None: diff --git a/litellm/llms/github_copilot/chat/transformation.py b/litellm/llms/github_copilot/chat/transformation.py index b3df6f14d84..27a0028ce4a 100644 --- a/litellm/llms/github_copilot/chat/transformation.py +++ b/litellm/llms/github_copilot/chat/transformation.py @@ -277,7 +277,7 @@ class GithubCopilotConfig(OpenAIConfig): messages: list[AllMessageValues], optional_params: dict, litellm_params: dict, - encoding: Any, + encoding: object, api_key: str | None = None, json_mode: bool | None = None, ) -> "ModelResponse": diff --git a/litellm/llms/oci/chat/transformation.py b/litellm/llms/oci/chat/transformation.py index 6615ad46944..94494a87bba 100644 --- a/litellm/llms/oci/chat/transformation.py +++ b/litellm/llms/oci/chat/transformation.py @@ -10,7 +10,7 @@ implement the LiteLLM BaseConfig interface. Heavy-lifting lives in: """ import json -from collections.abc import AsyncIterator, Iterator +from collections.abc import AsyncIterator, Callable, Iterator from typing import TYPE_CHECKING, Any, Final import httpx @@ -713,8 +713,25 @@ class OCIChatConfig(BaseConfig): class OCIStreamWrapper(CustomStreamWrapper): """Custom stream wrapper that dispatches OCI SSE chunks to the correct handler.""" - def __init__(self, **kwargs: Any): - super().__init__(**kwargs) + def __init__( + self, + completion_stream: object, + model: str, + logging_obj: LiteLLMLoggingObj, + custom_llm_provider: str | None = None, + stream_options: object = None, + make_call: Callable[..., object] | None = None, + _response_headers: dict[str, object] | None = None, + ) -> None: + super().__init__( + completion_stream=completion_stream, + model=model, + logging_obj=logging_obj, + custom_llm_provider=custom_llm_provider, + stream_options=stream_options, + make_call=make_call, + _response_headers=_response_headers, + ) # Tracks whether any prior Cohere chunk in this stream has emitted # tool calls. The Cohere handler uses this to decide whether the # terminal consolidation chunk's tool calls are duplicates (suppress) diff --git a/litellm/llms/openai/completion/handler.py b/litellm/llms/openai/completion/handler.py index 7f29e3f4114..c7b59509eb0 100644 --- a/litellm/llms/openai/completion/handler.py +++ b/litellm/llms/openai/completion/handler.py @@ -217,7 +217,7 @@ class OpenAITextCompletion(BaseLLM): def streaming( self, - logging_obj, + logging_obj: LiteLLMLoggingObj, api_key: str, data: dict, headers: dict, @@ -274,7 +274,7 @@ class OpenAITextCompletion(BaseLLM): async def async_streaming( self, - logging_obj, + logging_obj: LiteLLMLoggingObj, api_key: str, data: dict, headers: dict, diff --git a/litellm/llms/openai/openai.py b/litellm/llms/openai/openai.py index e8a6e5a7450..e96b61d8204 100644 --- a/litellm/llms/openai/openai.py +++ b/litellm/llms/openai/openai.py @@ -1,6 +1,6 @@ import time import types -from collections.abc import AsyncIterator, Callable, Coroutine, Iterable, Iterator +from collections.abc import AsyncIterator, Callable, Coroutine, Iterable, Iterator, Mapping from typing import TYPE_CHECKING, Any, Final, Literal, Optional, cast from urllib.parse import urlparse @@ -61,16 +61,17 @@ class MistralEmbeddingConfig: def __init__( self, ) -> None: - locals_: Final = locals().copy() + locals_: Final[Mapping[str, object]] = locals().copy() for key, value in locals_.items(): if key != "self" and value is not None: setattr(self.__class__, key, value) @classmethod def get_config(cls): + config_attrs: Final[Mapping[str, object]] = cls.__dict__ return { k: v - for k, v in cls.__dict__.items() + for k, v in config_attrs.items() if not k.startswith("__") and not isinstance( v, @@ -153,7 +154,7 @@ class OpenAIConfig(BaseConfig): top_p: int | None = None, response_format: dict | None = None, ) -> None: - locals_: Final = locals().copy() + locals_: Final[Mapping[str, object]] = locals().copy() for key, value in locals_.items(): if key != "self" and value is not None: setattr(self.__class__, key, value) @@ -261,7 +262,7 @@ class OpenAIConfig(BaseConfig): messages: list[AllMessageValues], optional_params: dict, litellm_params: dict, - encoding: Any, + encoding: object, api_key: str | None = None, json_mode: bool | None = None, ) -> ModelResponse: @@ -299,7 +300,7 @@ class OpenAIConfig(BaseConfig): streaming_response: Iterator[str] | AsyncIterator[str] | ModelResponse, sync_stream: bool, json_mode: bool | None = False, - ) -> Any: + ) -> "OpenAIChatCompletionResponseIterator": return OpenAIChatCompletionResponseIterator( streaming_response=streaming_response, sync_stream=sync_stream, @@ -478,14 +479,14 @@ class OpenAIChatCompletion(BaseLLM, BaseOpenAILLM): async def _call_agentic_completion_hooks_openai( self, - response: Any, + response: object, model: str, messages: list[dict], optional_params: dict, logging_obj: LiteLLMLoggingObj, stream: bool, litellm_params: dict, - ) -> Any | None: + ) -> object | None: """ Call agentic completion hooks for all custom loggers (OpenAI Chat Completions API). @@ -536,7 +537,7 @@ class OpenAIChatCompletion(BaseLLM, BaseOpenAILLM): kwargs_with_provider["custom_llm_provider"] = custom_llm_provider # For OpenAI Chat Completions, use the chat completion agentic loop method - agentic_response = await callback.async_run_chat_completion_agentic_loop( + agentic_response: object = await callback.async_run_chat_completion_agentic_loop( tools=tool_calls, model=model, messages=messages, @@ -580,7 +581,7 @@ class OpenAIChatCompletion(BaseLLM, BaseOpenAILLM): timeout: float | httpx.Timeout, optional_params: dict, litellm_params: dict, - logging_obj: Any, + logging_obj: LiteLLMLoggingObj, model: str | None = None, messages: list | None = None, print_verbose: Callable | None = None, @@ -1590,7 +1591,7 @@ class OpenAIFilesAPI(BaseLLM): client: OpenAI | AsyncOpenAI | None = None, _is_async: bool = False, ) -> OpenAI | AsyncOpenAI | None: - received_args: Final = locals() + received_args: Final[Mapping[str, object]] = locals() openai_client: OpenAI | AsyncOpenAI | None = None if client is None: data: Final = {} @@ -1628,7 +1629,7 @@ class OpenAIFilesAPI(BaseLLM): max_retries: int | None, organization: str | None, client: OpenAI | AsyncOpenAI | None = None, - ) -> OpenAIFileObject | Coroutine[Any, Any, OpenAIFileObject]: + ) -> OpenAIFileObject | Coroutine[None, None, OpenAIFileObject]: openai_client: Final[OpenAI | AsyncOpenAI | None] = self.get_openai_client( api_key=api_key, api_base=api_base, @@ -1670,7 +1671,7 @@ class OpenAIFilesAPI(BaseLLM): max_retries: int | None, organization: str | None, client: OpenAI | AsyncOpenAI | None = None, - ) -> HttpxBinaryResponseContent | Coroutine[Any, Any, HttpxBinaryResponseContent]: + ) -> HttpxBinaryResponseContent | Coroutine[None, None, HttpxBinaryResponseContent]: openai_client: Final[OpenAI | AsyncOpenAI | None] = self.get_openai_client( api_key=api_key, api_base=api_base, @@ -1948,7 +1949,7 @@ class OpenAIBatchesAPI(BaseLLM): client: OpenAI | AsyncOpenAI | None = None, _is_async: bool = False, ) -> OpenAI | AsyncOpenAI | None: - received_args: Final = locals() + received_args: Final[Mapping[str, object]] = locals() openai_client: OpenAI | AsyncOpenAI | None = None if client is None: data: Final = {} @@ -1986,7 +1987,7 @@ class OpenAIBatchesAPI(BaseLLM): max_retries: int | None, organization: str | None, client: OpenAI | AsyncOpenAI | None = None, - ) -> LiteLLMBatch | Coroutine[Any, Any, LiteLLMBatch]: + ) -> LiteLLMBatch | Coroutine[None, None, LiteLLMBatch]: openai_client: Final[OpenAI | AsyncOpenAI | None] = self.get_openai_client( api_key=api_key, api_base=api_base, @@ -2160,7 +2161,7 @@ class OpenAIAssistantsAPI(BaseLLM): organization: str | None, client: OpenAI | None = None, ) -> OpenAI: - received_args: Final = locals() + received_args: Final[Mapping[str, object]] = locals() if client is None: data: Final = {} for k, v in received_args.items(): @@ -2185,7 +2186,7 @@ class OpenAIAssistantsAPI(BaseLLM): organization: str | None, client: AsyncOpenAI | None = None, ) -> AsyncOpenAI: - received_args: Final = locals() + received_args: Final[Mapping[str, object]] = locals() if client is None: data: Final = {} for k, v in received_args.items(): @@ -2848,7 +2849,7 @@ class OpenAIAssistantsAPI(BaseLLM): assistant_id: str, additional_instructions: str | None, instructions: str | None, - metadata: dict | None, + metadata: dict[str, str] | None, model: str | None, stream: bool | None, tools: Iterable[AssistantToolParam] | None, @@ -2912,23 +2913,32 @@ class OpenAIAssistantsAPI(BaseLLM): assistant_id: str, additional_instructions: str | None, instructions: str | None, - metadata: dict | None, + metadata: dict[str, str] | None, model: str | None, tools: Iterable[AssistantToolParam] | None, event_handler: AssistantEventHandler | None, ) -> AssistantStreamManager[AssistantEventHandler]: - data: Final[dict[str, Any]] = { - "thread_id": thread_id, - "assistant_id": assistant_id, - "additional_instructions": additional_instructions, - "instructions": instructions, - "metadata": metadata, - "model": model, - "tools": tools, - } + runs_stream: Final = client.beta.threads.runs.stream if event_handler is not None: - data["event_handler"] = event_handler - return client.beta.threads.runs.stream(**data) + return runs_stream( + thread_id=thread_id, + assistant_id=assistant_id, + additional_instructions=additional_instructions, + instructions=instructions, + metadata=metadata, + model=model, + tools=tools, + event_handler=event_handler, + ) + return runs_stream( + thread_id=thread_id, + assistant_id=assistant_id, + additional_instructions=additional_instructions, + instructions=instructions, + metadata=metadata, + model=model, + tools=tools, + ) # fmt: off @@ -2984,7 +2994,7 @@ class OpenAIAssistantsAPI(BaseLLM): assistant_id: str, additional_instructions: str | None, instructions: str | None, - metadata: dict | None, + metadata: dict[str, str] | None, model: str | None, stream: bool | None, tools: Iterable[AssistantToolParam] | None, diff --git a/litellm/llms/openai_like/chat/handler.py b/litellm/llms/openai_like/chat/handler.py index 3ce7a63c532..8c548b6b0d6 100644 --- a/litellm/llms/openai_like/chat/handler.py +++ b/litellm/llms/openai_like/chat/handler.py @@ -12,6 +12,7 @@ import httpx import litellm from litellm import LlmProviders +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.llms.bedrock.chat.invoke_handler import MockResponseIterator from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler from litellm.llms.databricks.streaming_utils import ModelResponseIterator @@ -112,7 +113,7 @@ class OpenAILikeChatHandler(OpenAILikeBase): print_verbose: Callable, encoding, api_key, - logging_obj, + logging_obj: LiteLLMLoggingObj, stream, data: dict, optional_params=None, @@ -214,7 +215,7 @@ class OpenAILikeChatHandler(OpenAILikeBase): print_verbose: Callable, encoding, api_key: str | None, - logging_obj, + logging_obj: LiteLLMLoggingObj, optional_params: dict, acompletion=None, litellm_params: dict = {}, diff --git a/litellm/llms/predibase/chat/handler.py b/litellm/llms/predibase/chat/handler.py index b4cbf1e2e05..d0a61ea6e00 100644 --- a/litellm/llms/predibase/chat/handler.py +++ b/litellm/llms/predibase/chat/handler.py @@ -9,6 +9,7 @@ from typing import Final import httpx import litellm +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.llms.custom_httpx.http_handler import ( AsyncHTTPHandler, get_async_httpx_client, @@ -59,7 +60,7 @@ class PredibaseChatCompletion: print_verbose: Callable, encoding, api_key: str, - logging_obj, + logging_obj: LiteLLMLoggingObj, optional_params: dict, litellm_params: dict, tenant_id: str, @@ -250,7 +251,7 @@ class PredibaseChatCompletion: print_verbose: Callable, encoding, api_key, - logging_obj, + logging_obj: LiteLLMLoggingObj, data: dict, timeout: float | httpx.Timeout, optional_params=None, diff --git a/litellm/llms/replicate/chat/handler.py b/litellm/llms/replicate/chat/handler.py index 8d6ba6c8a65..fc114104d32 100644 --- a/litellm/llms/replicate/chat/handler.py +++ b/litellm/llms/replicate/chat/handler.py @@ -6,6 +6,7 @@ from typing import Final import litellm from litellm.constants import REPLICATE_POLLING_DELAY_SECONDS +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.llms.custom_httpx.http_handler import ( AsyncHTTPHandler, HTTPHandler, @@ -128,7 +129,7 @@ def completion( print_verbose: Callable, optional_params: dict, litellm_params: dict, - logging_obj, + logging_obj: LiteLLMLoggingObj, api_key, encoding, custom_prompt_dict={}, @@ -246,7 +247,7 @@ async def async_completion( input_data, api_key, api_base, - logging_obj, + logging_obj: LiteLLMLoggingObj, print_verbose, headers: dict, ) -> ModelResponse | CustomStreamWrapper: diff --git a/litellm/llms/sagemaker/completion/handler.py b/litellm/llms/sagemaker/completion/handler.py index 8d81d16d5eb..84cad56f0d4 100644 --- a/litellm/llms/sagemaker/completion/handler.py +++ b/litellm/llms/sagemaker/completion/handler.py @@ -8,6 +8,7 @@ import httpx import litellm from litellm._logging import verbose_logger from litellm.litellm_core_utils.asyncify import asyncify +from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM from litellm.llms.custom_httpx.http_handler import ( _get_httpx_client, @@ -138,7 +139,7 @@ class SagemakerLLM(BaseAWSLLM): model_response: ModelResponse, print_verbose: Callable, encoding, - logging_obj, + logging_obj: LiteLLMLoggingObj, optional_params: dict, litellm_params: dict, timeout: float | httpx.Timeout | None = None, @@ -431,17 +432,18 @@ class SagemakerLLM(BaseAWSLLM): if not prepared_request.body: raise ValueError("Prepared request body is empty") + stream_logging_obj: Final[LiteLLMLoggingObj] = logging_obj completion_stream: Final = await self.make_async_call( api_base=prepared_request.url, headers=prepared_request.headers, data=cast(str, prepared_request.body), - logging_obj=logging_obj, + logging_obj=stream_logging_obj, ) streaming_response: Final = CustomStreamWrapper( completion_stream=completion_stream, model=model, custom_llm_provider="sagemaker", - logging_obj=logging_obj, + logging_obj=stream_logging_obj, ) # LOGGING diff --git a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py index ff51f1a013e..d298670aa7a 100644 --- a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py +++ b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py @@ -3,7 +3,7 @@ ## Initial implementation - covers gemini + image gen calls import json import time -from collections.abc import Callable, Mapping +from collections.abc import Callable, Mapping, Sequence from copy import deepcopy from functools import partial from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Union, cast @@ -208,7 +208,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): presence_penalty: float | None = None, seed: int | None = None, ) -> None: - locals_: Final = locals().copy() + locals_: Final[Mapping[str, object]] = locals().copy() for key, value in locals_.items(): if key != "self" and value is not None: setattr(self.__class__, key, value) @@ -1427,7 +1427,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): @staticmethod def _extract_server_side_tool_invocations( parts: list[HttpxPartType], - ) -> list[dict[str, Any]] | None: + ) -> list[dict[str, object]] | None: """Extract server-side tool invocations (toolCall/toolResponse) from parts. These are returned by Gemini when context circulation is enabled @@ -1438,15 +1438,15 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): Returns: List of server-side invocation dicts if any found, None otherwise. """ - invocations: Final[list[dict[str, Any]]] = [] + invocations: Final[list[dict[str, object]]] = [] # Index toolCalls by id so we can pair them with responses - tool_calls_by_id: Final[dict[str, dict[str, Any]]] = {} - tool_responses_by_id: Final[dict[str, dict[str, Any]]] = {} + tool_calls_by_id: Final[dict[str, dict[str, object]]] = {} + tool_responses_by_id: Final[dict[str, dict[str, object]]] = {} for part in parts: if "toolCall" in part: tc = part["toolCall"] - entry: dict[str, Any] = { + entry: dict[str, object] = { "tool_type": tc.get("toolType"), "id": tc.get("id"), "args": tc.get("args"), @@ -1753,7 +1753,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): response_tokens_details: CompletionTokensDetailsWrapper | None = None usage_metadata: Final = completion_response["usageMetadata"] - def _get_token_count(detail: Mapping[str, Any]) -> int: + def _get_token_count(detail: Mapping[str, object]) -> int: raw_token_count: Final = detail.get("tokenCount", detail.get("token_count", 0)) return raw_token_count if isinstance(raw_token_count, int) else 0 @@ -2068,7 +2068,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): ) @staticmethod - def _get_stream_chunk_attr(chunk: Any, field_name: str) -> Any: + def _get_stream_chunk_attr(chunk: object, field_name: str) -> object: if isinstance(chunk, dict): value = chunk.get(field_name) if value is not None: @@ -2110,10 +2110,10 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): def apply_assembled_streaming_response_metadata( self, response: ModelResponse, - chunks: list[Any], + chunks: list[object], ) -> None: for field_name in VERTEX_AI_PROVIDER_METADATA_FIELDS: - merged: list[Any] = [] + merged: list[object] = [] for chunk in chunks: value = VertexGeminiConfig._get_stream_chunk_attr(chunk, field_name) if not value: @@ -2214,8 +2214,8 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): functions: ChatCompletionToolCallFunctionChunk | None = None thinking_blocks: list[ChatCompletionThinkingBlock] | None = None reasoning_content: str | None = None - thought_signatures: Any | None = None - server_side_tool_invocations: list[dict[str, Any]] | None = None + thought_signatures: Sequence[str] | None = None + server_side_tool_invocations: list[dict[str, object]] | None = None for idx, candidate in enumerate(_candidates): if "content" not in candidate: @@ -2370,7 +2370,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): messages: list[AllMessageValues], optional_params: dict, litellm_params: dict, - encoding: Any, + encoding: object, api_key: str | None = None, json_mode: bool | None = None, ) -> ModelResponse: @@ -2486,7 +2486,8 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig): ## ADD SERVICE TIER ## if getattr(raw_response, "headers", None): - if service_tier := raw_response.headers.get("x-gemini-service-tier"): + service_tier: Final[str | None] = raw_response.headers.get("x-gemini-service-tier") + if service_tier: if service_tier.lower() == "standard": setattr(model_response, "service_tier", "default") else: @@ -2660,7 +2661,7 @@ class VertexLLM(VertexBase): print_verbose: Callable, data: dict, timeout: float | httpx.Timeout | None, - encoding, + encoding: object, logging_obj, stream, optional_params: dict, @@ -2756,7 +2757,7 @@ class VertexLLM(VertexBase): "vertex_ai", "vertex_ai_beta", "gemini" ], # if it's vertex_ai or gemini (google ai studio) timeout: float | httpx.Timeout | None, - encoding, + encoding: object, logging_obj, stream, optional_params: dict, @@ -2873,7 +2874,7 @@ class VertexLLM(VertexBase): custom_llm_provider: Literal[ "vertex_ai", "vertex_ai_beta", "gemini" ], # if it's vertex_ai or gemini (google ai studio) - encoding, + encoding: object, logging_obj, optional_params: dict, acompletion: bool, @@ -3122,7 +3123,7 @@ class ModelResponseIterator: def _apply_stream_candidates( self, _candidates: list[Candidates], - model_response: Any, + model_response: "ModelResponseStream", ) -> tuple[list[dict], list[dict], list[dict], list[dict]]: ( grounding_metadata, @@ -3200,7 +3201,7 @@ class ModelResponseIterator: def _apply_stream_usage_metadata( self, - processed_chunk: Any, + processed_chunk: GenerateContentResponseBody, model_response: Any, grounding_metadata: list[dict], ) -> Usage | None: diff --git a/litellm/llms/vertex_ai/vertex_ai_non_gemini.py b/litellm/llms/vertex_ai/vertex_ai_non_gemini.py index 8916c0b8740..1c582c7c376 100644 --- a/litellm/llms/vertex_ai/vertex_ai_non_gemini.py +++ b/litellm/llms/vertex_ai/vertex_ai_non_gemini.py @@ -28,7 +28,7 @@ class TextStreamer: Fake streaming iterator for Vertex AI Model Garden calls """ - def __init__(self, text): + def __init__(self, text: str): self.text = text.split() # let's assume words as a streaming unit self.index = 0 diff --git a/litellm/main.py b/litellm/main.py index c70a41c891a..5d9144674de 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -19,12 +19,12 @@ import random import sys import time import traceback -from collections.abc import AsyncIterator, Coroutine, Iterable, Mapping +from collections.abc import AsyncIterator, Coroutine, Iterable, Mapping, Sequence from concurrent import futures from concurrent.futures import FIRST_COMPLETED, ThreadPoolExecutor, wait from copy import deepcopy from functools import partial -from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Union, cast, get_args +from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Protocol, Union, cast, get_args from litellm._logging import _redact_string from litellm._uuid import uuid @@ -96,6 +96,7 @@ from litellm.litellm_core_utils.prompt_templates.common_utils import ( from litellm.litellm_core_utils.request_timeout_resolver import ( get_configured_request_timeout, ) +from litellm.litellm_core_utils.streaming_handler import validated_stream_logging_obj from litellm.llms.base_llm import BaseConfig, BaseImageGenerationConfig from litellm.llms.base_llm.base_model_iterator import ( convert_model_response_to_streaming, @@ -633,10 +634,10 @@ async def acompletion( init_response: Final = await loop.run_in_executor(None, func_with_context) if isinstance(init_response, dict) or isinstance(init_response, ModelResponse): ## CACHING SCENARIO if isinstance(init_response, dict): - response = ModelResponse(**init_response) + response = _model_response_from_cached_dict(init_response) response = init_response elif asyncio.iscoroutine(init_response): - response = await init_response + response = await _resolve_dispatched_chat_response(init_response) else: response = init_response @@ -698,6 +699,20 @@ async def acompletion( ) +async def _resolve_dispatched_chat_response( + pending: Coroutine[object, object, ModelResponse | CustomStreamWrapper], +) -> ModelResponse | CustomStreamWrapper: + return await pending + + +def _model_response_from_cached_dict(cached_response_dict: Mapping[str, object]) -> ModelResponse: + return ModelResponse(**cached_response_dict) + + +def _transcription_response_from_cached_dict(cached_response_dict: Mapping[str, object]) -> TranscriptionResponse: + return TranscriptionResponse(**cached_response_dict) + + async def _async_streaming(response, model, custom_llm_provider, args): try: print_verbose(f"received response in _async_streaming: {response}") @@ -812,7 +827,7 @@ def mock_completion( mock_response: MOCK_RESPONSE_TYPE | None = "This is a mock request", mock_tool_calls: list | None = None, mock_timeout: bool | None = False, - logging=None, + logging: LiteLLMLoggingObj | None = None, custom_llm_provider=None, timeout: float | str | httpx.Timeout | None = None, **kwargs, @@ -896,7 +911,7 @@ def mock_completion( ), model=model, custom_llm_provider="openai", - logging_obj=logging, + logging_obj=validated_stream_logging_obj(logging), ) return CustomStreamWrapper( completion_stream=mock_completion_streaming_obj( @@ -904,7 +919,7 @@ def mock_completion( ), model=model, custom_llm_provider="openai", - logging_obj=logging, + logging_obj=validated_stream_logging_obj(logging), ) if isinstance(mock_response, litellm.MockException): raise mock_response @@ -983,12 +998,12 @@ def responses_api_bridge_check( model: str, custom_llm_provider: str, web_search_options: OpenAIWebSearchOptions | None = None, - tools: list[Any] | None = None, - reasoning_effort: Any | None = None, - reasoning_summary: Any | None = None, + tools: Sequence[Mapping[str, object]] | None = None, + reasoning_effort: str | Mapping[str, object] | None = None, + reasoning_summary: object | None = None, api_base: str | None = None, ) -> tuple[dict, str]: - model_info: dict[str, Any] = {} + model_info: dict[str, object] = {} # Global flag: route ALL OpenAI chat completions through Responses API. # Returns early with minimal model_info; callers only inspect the "mode" key. @@ -1110,6 +1125,22 @@ def _drop_input_examples_from_tools( return cleaned_tools +class _ProxyAuthHeadersProvider(Protocol): + def get_auth_headers(self) -> Mapping[str, str]: ... + + +def _proxy_auth_headers(proxy_auth: _ProxyAuthHeadersProvider) -> Mapping[str, str]: + return proxy_auth.get_auth_headers() + + +def _provider_config_items(config: Mapping[str, object]) -> Iterable[tuple[str, object]]: + return config.items() + + +def _locals_snapshot(values: Mapping[str, object]) -> Mapping[str, object]: + return values + + def _build_custom_pricing_entry( custom_llm_provider: str, kwargs: dict, @@ -1185,13 +1216,31 @@ def _register_custom_pricing_for_request( ) +def _dispatch_metadata(ctx: _CompletionDispatchContext) -> Mapping[str, object] | None: + return ctx.metadata + + +def _dispatch_client_http(ctx: _CompletionDispatchContext) -> HTTPHandler | AsyncHTTPHandler | None: + return ctx.client + + +def _dispatch_client_azure( + ctx: _CompletionDispatchContext, +) -> openai.AzureOpenAI | openai.AsyncAzureOpenAI | HTTPHandler | AsyncHTTPHandler | None: + return ctx.client + + +def _dispatch_client_openai(ctx: _CompletionDispatchContext) -> openai.OpenAI | openai.AsyncOpenAI | None: + return ctx.client + + def _complete_azure(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: _azure_detection_model: Final = ctx._azure_detection_model acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key api_version = ctx.api_version - client: Final = ctx.client + client: Final = _dispatch_client_azure(ctx) custom_llm_provider: Final = ctx.custom_llm_provider extra_headers: Final = ctx.extra_headers headers = ctx.headers @@ -1232,7 +1281,8 @@ def _complete_azure(ctx: _CompletionDispatchContext) -> _CompletionDispatchResul "AZURE_AD_TOKEN" ) - azure_ad_token_provider: Final = litellm_params.get("azure_ad_token_provider", None) + azure_ad_token_provider_value: Final = litellm_params.get("azure_ad_token_provider", None) + azure_ad_token_provider: Final = azure_ad_token_provider_value if callable(azure_ad_token_provider_value) else None headers = headers or litellm.headers @@ -1244,7 +1294,7 @@ def _complete_azure(ctx: _CompletionDispatchContext) -> _CompletionDispatchResul if litellm.AzureOpenAIO1Config().is_o_series_model(model=_azure_detection_model): ## LOAD CONFIG - if set config = litellm.AzureOpenAIO1Config.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > azure_config(top_k=3) <- allows for dynamic variables to be passed in @@ -1273,7 +1323,7 @@ def _complete_azure(ctx: _CompletionDispatchContext) -> _CompletionDispatchResul else: ## LOAD CONFIG - if set config = litellm.AzureOpenAIConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > azure_config(top_k=3) <- allows for dynamic variables to be passed in @@ -1323,7 +1373,7 @@ def _complete_azure_text(ctx: _CompletionDispatchContext) -> _CompletionDispatch api_base = ctx.api_base api_key = ctx.api_key api_version = ctx.api_version - client: Final = ctx.client + client: Final = _dispatch_client_azure(ctx) extra_headers: Final = ctx.extra_headers headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1358,7 +1408,8 @@ def _complete_azure_text(ctx: _CompletionDispatchContext) -> _CompletionDispatch "AZURE_AD_TOKEN" ) - azure_ad_token_provider: Final = litellm_params.get("azure_ad_token_provider", None) + azure_ad_token_provider_value: Final = litellm_params.get("azure_ad_token_provider", None) + azure_ad_token_provider: Final = azure_ad_token_provider_value if callable(azure_ad_token_provider_value) else None headers = headers or litellm.headers @@ -1367,7 +1418,7 @@ def _complete_azure_text(ctx: _CompletionDispatchContext) -> _CompletionDispatch ## LOAD CONFIG - if set config: Final = litellm.AzureOpenAIConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > azure_config(top_k=3) <- allows for dynamic variables to be passed in @@ -1415,7 +1466,7 @@ def _complete_deepseek(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1466,7 +1517,7 @@ def _complete_azure_ai(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider extra_headers: Final = ctx.extra_headers headers = ctx.headers @@ -1622,7 +1673,7 @@ def _complete_text_completion_openai( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_openai(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1654,7 +1705,7 @@ def _complete_text_completion_openai( ## LOAD CONFIG - if set config: Final = litellm.OpenAITextCompletionConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > openai_text_config(top_k=3) <- allows for dynamic variables to be passed in @@ -1704,7 +1755,7 @@ def _complete_fireworks_ai( acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1755,7 +1806,7 @@ def _complete_heroku(ctx: _CompletionDispatchContext) -> _CompletionDispatchResu acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1805,7 +1856,7 @@ def _complete_ragflow(ctx: _CompletionDispatchContext) -> _CompletionDispatchRes acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1855,7 +1906,7 @@ def _complete_xai(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1906,7 +1957,7 @@ def _complete_groq(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1938,7 +1989,7 @@ def _complete_groq(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult ## LOAD CONFIG - if set config: Final = litellm.GroqChatConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > openai_config(top_k=3) <- allows for dynamic variables to be passed in @@ -1970,7 +2021,7 @@ def _complete_bedrock_mantle( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -1987,7 +2038,7 @@ def _complete_bedrock_mantle( api_key = api_key or litellm.api_key or get_secret("BEDROCK_MANTLE_API_KEY") headers = headers or litellm.headers config: Final = litellm.BedrockMantleChatConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if k not in optional_params: optional_params[k] = v return base_llm_http_handler.completion( @@ -2014,7 +2065,7 @@ def _complete_a2a(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2077,7 +2128,7 @@ def _complete_gigachat(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2139,7 +2190,7 @@ def _complete_sap(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2155,7 +2206,7 @@ def _complete_sap(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: headers = headers or litellm.headers ## LOAD CONFIG - if set config: Final = litellm.GenAIHubOrchestrationConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > openai_config(top_k=3) <- allows for dynamic variables to be passed in @@ -2187,7 +2238,7 @@ def _complete_aiohttp_openai( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider extra_headers: Final = ctx.extra_headers headers = ctx.headers @@ -2242,7 +2293,7 @@ def _complete_cometapi(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2291,7 +2342,7 @@ def _complete_minimax(ctx: _CompletionDispatchContext) -> _CompletionDispatchRes acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2337,7 +2388,7 @@ def _complete_hosted_vllm(ctx: _CompletionDispatchContext) -> _CompletionDispatc acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2383,7 +2434,7 @@ def _complete_custom_openai( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider custom_prompt_dict: Final = ctx.custom_prompt_dict extra_headers = ctx.extra_headers @@ -2392,7 +2443,7 @@ def _complete_custom_openai( logger_fn: Final = ctx.logger_fn logging: Final = ctx.logging messages: Final = ctx.messages - metadata: Final = ctx.metadata + metadata: Final = _dispatch_metadata(ctx) model: Final = ctx.model model_response: Final = ctx.model_response optional_params: Final = ctx.optional_params @@ -2445,7 +2496,7 @@ def _complete_custom_openai( ## LOAD CONFIG - if set config: Final = litellm.OpenAIConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if ( k not in optional_params ): # completion(top_k=3) > openai_config(top_k=3) <- allows for dynamic variables to be passed in @@ -2522,7 +2573,7 @@ def _complete_mistral(ctx: _CompletionDispatchContext) -> _CompletionDispatchRes acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -2673,7 +2724,7 @@ def _complete_anthropic(ctx: _CompletionDispatchContext) -> _CompletionDispatchR acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider custom_prompt_dict = ctx.custom_prompt_dict headers: Final = ctx.headers @@ -2972,7 +3023,7 @@ def _complete_huggingface(ctx: _CompletionDispatchContext) -> _CompletionDispatc acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -3015,7 +3066,7 @@ def _complete_oci(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -3050,7 +3101,7 @@ def _complete_compactifai(ctx: _CompletionDispatchContext) -> _CompletionDispatc acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -3126,7 +3177,7 @@ def _complete_databricks(ctx: _CompletionDispatchContext) -> _CompletionDispatch acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) headers = ctx.headers litellm_params: Final = ctx.litellm_params logging: Final = ctx.logging @@ -3198,7 +3249,7 @@ def _complete_datarobot(ctx: _CompletionDispatchContext) -> _CompletionDispatchR acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -3235,7 +3286,7 @@ def _complete_openrouter(ctx: _CompletionDispatchContext) -> _CompletionDispatch acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) headers = ctx.headers litellm_params: Final = ctx.litellm_params logging: Final = ctx.logging @@ -3273,7 +3324,7 @@ def _complete_openrouter(ctx: _CompletionDispatchContext) -> _CompletionDispatch ## Load Config config: Final = litellm.OpenrouterConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if k == "extra_body": # we use openai 'extra_body' to pass openrouter specific params - transforms, route, models if "extra_body" in optional_params: @@ -3314,7 +3365,7 @@ def _complete_vercel_ai_gateway( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) headers = ctx.headers litellm_params: Final = ctx.litellm_params logging: Final = ctx.logging @@ -3351,7 +3402,7 @@ def _complete_vercel_ai_gateway( ## Load Config config: Final = litellm.VercelAIGatewayConfig.get_config() - for k, v in config.items(): + for k, v in _provider_config_items(config): if k == "extra_body": # we use openai 'extra_body' to pass vercel specific params - providerOptions if "extra_body" in optional_params: @@ -3392,7 +3443,7 @@ def _complete_vertex_ai_beta( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -3457,7 +3508,7 @@ def _complete_vertex_ai_beta( def _complete_vertex_ai(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: acompletion: Final = ctx.acompletion api_base = ctx.api_base - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider custom_prompt_dict: Final = ctx.custom_prompt_dict headers: Final = ctx.headers @@ -3754,7 +3805,7 @@ def _complete_text_completion_inception( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_openai(ctx) headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params logger_fn: Final = ctx.logger_fn @@ -3818,7 +3869,7 @@ def _complete_sagemaker_chat( acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -3881,7 +3932,7 @@ def _complete_bedrock(ctx: _CompletionDispatchContext) -> _CompletionDispatchRes acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_prompt_dict = ctx.custom_prompt_dict headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4005,7 +4056,7 @@ def _complete_watsonx(ctx: _CompletionDispatchContext) -> _CompletionDispatchRes acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_prompt_dict: Final = ctx.custom_prompt_dict headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4044,7 +4095,7 @@ def _complete_watsonx_text( acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params logging: Final = ctx.logging @@ -4156,7 +4207,7 @@ def _complete_ollama(ctx: _CompletionDispatchContext) -> _CompletionDispatchResu acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key: Final = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params logging: Final = ctx.logging @@ -4196,7 +4247,7 @@ def _complete_ollama_chat(ctx: _CompletionDispatchContext) -> _CompletionDispatc acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params logging: Final = ctx.logging @@ -4311,7 +4362,7 @@ def _complete_cloudflare(ctx: _CompletionDispatchContext) -> _CompletionDispatch def _complete_petals(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: api_base = ctx.api_base - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) litellm_params: Final = ctx.litellm_params logger_fn: Final = ctx.logger_fn logging: Final = ctx.logging @@ -4353,7 +4404,7 @@ def _complete_snowflake(ctx: _CompletionDispatchContext) -> _CompletionDispatchR acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key: Final = ctx.api_key - client = ctx.client + client = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4441,7 +4492,7 @@ def _complete_gdc(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4480,7 +4531,7 @@ def _complete_bytez(ctx: _CompletionDispatchContext) -> _CompletionDispatchResul acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4520,7 +4571,7 @@ def _complete_lemonade(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base: Final = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4560,7 +4611,7 @@ def _complete_ovhcloud(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers: Final = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4603,6 +4654,10 @@ def _complete_ovhcloud(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe return response +def _custom_api_first_output(resp: httpx.Response | None) -> str: + return resp.json()["data"][0]["output"][0] + + def _complete_custom(ctx: _CompletionDispatchContext) -> _CompletionDispatchResult: api_base: Final = ctx.api_base headers: Final = ctx.headers @@ -4651,7 +4706,6 @@ def _complete_custom(ctx: _CompletionDispatchContext) -> _CompletionDispatchResu **kwargs.get("extra_body", {}), }, ) - response_json: Final = resp.json() """ assume all responses from custom api_bases of this format: { @@ -4665,7 +4719,7 @@ def _complete_custom(ctx: _CompletionDispatchContext) -> _CompletionDispatchResu ] } """ - string_response: Final = response_json["data"][0]["output"][0] + string_response: Final = _custom_api_first_output(resp) ## RESPONSE OBJECT model_response.choices[0].message.content = string_response model_response.created = int(time.time()) @@ -4740,7 +4794,7 @@ def _complete_langgraph(ctx: _CompletionDispatchContext) -> _CompletionDispatchR acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4789,7 +4843,7 @@ def _complete_langflow(ctx: _CompletionDispatchContext) -> _CompletionDispatchRe acompletion: Final = ctx.acompletion api_base = ctx.api_base api_key = ctx.api_key - client: Final = ctx.client + client: Final = _dispatch_client_http(ctx) custom_llm_provider: Final = ctx.custom_llm_provider headers = ctx.headers litellm_params: Final = ctx.litellm_params @@ -4947,7 +5001,7 @@ def completion( thinking = validate_and_fix_thinking_param(thinking=thinking) ######### unpacking kwargs ##################### - args: Final = locals() + args: Final = _locals_snapshot(locals()) # Set by the responses->completion fallback so completion() does not bridge # back to the Responses API: that round-trip mutually recurses forever for a @@ -5038,7 +5092,7 @@ def completion( # Inject proxy auth headers if configured if litellm.proxy_auth is not None: try: - proxy_headers: Final = litellm.proxy_auth.get_auth_headers() + proxy_headers: Final = _proxy_auth_headers(litellm.proxy_auth) headers.update(proxy_headers) except Exception as e: verbose_logger.warning("Failed to get proxy auth headers: %s", e) @@ -5091,7 +5145,7 @@ def completion( ) ######## end of unpacking kwargs ########### non_default_params: Final = get_non_default_completion_params(kwargs=kwargs) - litellm_params = {} # used to prevent unbound var errors + litellm_params: dict[str, object] = {} # used to prevent unbound var errors ## PROMPT MANAGEMENT HOOKS ## from litellm.integrations.anthropic_cache_control_hook import ( @@ -5913,7 +5967,7 @@ def embedding( *, aembedding: Literal[True], **kwargs, -) -> Coroutine[Any, Any, EmbeddingResponse]: +) -> Coroutine[object, object, EmbeddingResponse]: ... @@ -5964,7 +6018,7 @@ def embedding( litellm_call_id=None, logger_fn=None, **kwargs, -) -> EmbeddingResponse | Coroutine[Any, Any, EmbeddingResponse]: +) -> EmbeddingResponse | Coroutine[object, object, EmbeddingResponse]: """ Embedding function that calls an API to generate embeddings for the given input. @@ -6007,7 +6061,7 @@ def embedding( # Inject proxy auth headers if configured if litellm.proxy_auth is not None: try: - proxy_headers: Final = litellm.proxy_auth.get_auth_headers() + proxy_headers: Final = _proxy_auth_headers(litellm.proxy_auth) headers.update(proxy_headers) except Exception as e: verbose_logger.warning("Failed to get proxy auth headers: %s", e) @@ -6084,7 +6138,7 @@ def embedding( if mock_response is not None: return mock_embedding(model=model, mock_response=mock_response) try: - response: EmbeddingResponse | Coroutine[Any, Any, EmbeddingResponse] | None = None + response: EmbeddingResponse | Coroutine[object, object, EmbeddingResponse] | None = None if azure is True or custom_llm_provider == "azure": # azure configs @@ -6387,7 +6441,7 @@ def embedding( response = huggingface_embed.embedding( model=model, input=input, - encoding=_get_encoding(), + encoding=sys.modules[__name__].encoding, api_key=api_key, api_base=api_base, logging_obj=logging, @@ -6990,6 +7044,20 @@ def embedding( ###### Text Completion ################ +async def _resolve_dispatched_text_completion_response( + pending: Coroutine[ + object, + object, + TextCompletionResponse | ModelResponse | CustomStreamWrapper | TextCompletionStreamWrapper, + ], +) -> TextCompletionResponse | ModelResponse | CustomStreamWrapper | TextCompletionStreamWrapper: + return await pending + + +async def _resolve_pending_chat_response(pending: Coroutine[object, object, ModelResponse]) -> ModelResponse: + return await pending + + @client async def atext_completion(*args, **kwargs) -> TextCompletionResponse | TextCompletionStreamWrapper: """ @@ -7015,7 +7083,7 @@ async def atext_completion(*args, **kwargs) -> TextCompletionResponse | TextComp else: response = init_response elif asyncio.iscoroutine(init_response): - response = await init_response + response = await _resolve_dispatched_text_completion_response(init_response) else: response = init_response @@ -7040,7 +7108,7 @@ async def atext_completion(*args, **kwargs) -> TextCompletionResponse | TextComp if isinstance(response, TextCompletionResponse): return response elif asyncio.iscoroutine(response): - response = await response + response = await _resolve_pending_chat_response(response) text_completion_response = TextCompletionResponse() text_completion_response = litellm.utils.LiteLLMResponseObjectHandler.convert_chat_to_text_completion( @@ -7330,11 +7398,11 @@ async def aadapter_completion(*, adapter_id: str, **kwargs) -> BaseModel | Adapt async def aadapter_generate_content( **kwargs, -) -> dict[str, Any] | AsyncIterator[bytes]: +) -> dict[str, object] | AsyncIterator[bytes]: from litellm.google_genai.adapters.handler import GenerateContentToCompletionHandler coro: Final = cast( - Coroutine[Any, Any, dict[str, Any] | AsyncIterator[bytes]], + Coroutine[object, object, dict[str, object] | AsyncIterator[bytes]], GenerateContentToCompletionHandler.generate_content_handler(**kwargs, _is_async=True), ) return await coro @@ -7486,7 +7554,7 @@ async def atranscription(*args, **kwargs) -> TranscriptionResponse: # Await normally init_response: Final = await loop.run_in_executor(None, func_with_context) if isinstance(init_response, dict): - response = TranscriptionResponse(**init_response) + response = _transcription_response_from_cached_dict(init_response) elif isinstance(init_response, TranscriptionResponse): ## CACHING SCENARIO response = init_response elif asyncio.iscoroutine(init_response): @@ -7541,7 +7609,7 @@ def transcription( max_retries: int | None = None, custom_llm_provider=None, **kwargs, -) -> TranscriptionResponse | Coroutine[Any, Any, TranscriptionResponse]: +) -> TranscriptionResponse | Coroutine[object, object, TranscriptionResponse]: """ Calls openai + azure whisper endpoints. @@ -7608,7 +7676,7 @@ def transcription( custom_llm_provider=custom_llm_provider, ) - response: TranscriptionResponse | Coroutine[Any, Any, TranscriptionResponse] | None = None + response: TranscriptionResponse | Coroutine[object, object, TranscriptionResponse] | None = None provider_config: Final = ProviderConfigManager.get_provider_audio_transcription_config( model=model, @@ -7842,7 +7910,7 @@ def speech( custom_llm_provider: str | None = None, aspeech: bool | None = None, **kwargs, -) -> HttpxBinaryResponseContent | Coroutine[Any, Any, HttpxBinaryResponseContent]: +) -> HttpxBinaryResponseContent | Coroutine[object, object, HttpxBinaryResponseContent]: user: Final = kwargs.get("user", None) litellm_call_id: Final[str | None] = kwargs.get("litellm_call_id", None) proxy_server_request: Final = kwargs.get("proxy_server_request", None) @@ -7901,7 +7969,7 @@ def speech( }, custom_llm_provider=custom_llm_provider, ) - response: HttpxBinaryResponseContent | Coroutine[Any, Any, HttpxBinaryResponseContent] | None = None + response: HttpxBinaryResponseContent | Coroutine[object, object, HttpxBinaryResponseContent] | None = None if custom_llm_provider == "openai" or custom_llm_provider in litellm.openai_compatible_providers: if voice is None or not (isinstance(voice, str)): raise litellm.BadRequestError( @@ -8663,7 +8731,7 @@ def stream_chunk_builder( ] if len(provider_specific_chunks) > 0: - combined_provider_fields: Final[dict[str, Any]] = {} + combined_provider_fields: Final[dict[str, object]] = {} for chunk in provider_specific_chunks: fields = chunk["choices"][0]["delta"]["provider_specific_fields"] if isinstance(fields, dict): @@ -8728,7 +8796,7 @@ def stream_chunk_builder( async def acount_tokens( model: str, - messages: list[dict[str, Any]] | None = None, + messages: list[dict[str, object]] | None = None, tools: list[dict[str, Any]] | None = None, system: str | None = None, api_key: str | None = None, @@ -8774,7 +8842,7 @@ async def acount_tokens( api_base = dynamic_api_base # Build deployment dict for the token counter - deployment: Final[dict[str, Any]] = { + deployment: Final[dict[str, object]] = { "litellm_params": { "model": model, "api_key": api_key, @@ -8825,29 +8893,37 @@ async def acount_tokens( # Cache for encoding to avoid repeated __getattr__ calls -_encoding_cache: Any | None = None +_encoding_cache: tiktoken.Encoding | None = None -def _get_encoding(): +def _load_module_encoding() -> tiktoken.Encoding: + import sys + + return sys.modules[__name__].encoding + + +def _get_encoding() -> tiktoken.Encoding: """Get encoding, loading it lazily if needed.""" global _encoding_cache if _encoding_cache is None: - import sys - # Access via module to trigger __getattr__ if not cached - _encoding_cache = sys.modules[__name__].encoding + _encoding_cache = _load_module_encoding() return _encoding_cache -def __getattr__(name: str) -> Any: +def _load_default_encoding() -> tiktoken.Encoding: + from litellm._lazy_imports import _get_default_encoding + + return _get_default_encoding() + + +def __getattr__(name: str) -> tiktoken.Encoding: """Lazy import handler for main module""" if name == "encoding": # Use _get_default_encoding which properly sets TIKTOKEN_CACHE_DIR # before loading tiktoken, ensuring the local cache is used # instead of downloading from the internet - from litellm._lazy_imports import _get_default_encoding - - _encoding: Final = _get_default_encoding() + _encoding: Final = _load_default_encoding() # Cache it in the module's __dict__ for subsequent accesses import sys diff --git a/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py b/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py index 53f378e89e1..c76c933c5b5 100644 --- a/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py +++ b/litellm/proxy/_experimental/mcp_server/oauth2_token_cache.py @@ -145,9 +145,8 @@ class MCPOAuth2TokenCache(InMemoryCache): server.server_id, ) - post_kwargs: Final = {"data": data, **({"headers": token_request.headers} if token_request.headers else {})} try: - response: Final = await client.post(server.token_url, **post_kwargs) + response: Final = await client.post(server.token_url, data=data, headers=token_request.headers or None) response.raise_for_status() except httpx.HTTPStatusError as exc: raise ValueError( diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index d07ac0c5586..b1e444e55d6 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -13,8 +13,8 @@ import asyncio import math import re import time -from collections.abc import Sequence -from typing import TYPE_CHECKING, Any, Final, Literal, Optional, cast +from collections.abc import Iterator, Mapping, Sequence +from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Protocol, cast from fastapi import HTTPException, Request, status from pydantic import BaseModel @@ -87,6 +87,7 @@ from litellm.proxy.utils import PrismaClient, ProxyLogging, log_db_metrics from litellm.repositories.budget_repository import BudgetRepository from litellm.repositories.object_permission_repository import ObjectPermissionRepository from litellm.repositories.organization_repository import OrganizationRepository +from litellm.repositories.prisma_protocols import RowT_co from litellm.repositories.project_repository import ProjectRepository from litellm.repositories.table_repositories import ( AccessGroupRepository, @@ -110,11 +111,144 @@ from .auth_utils import get_model_from_request, get_request_route_template if TYPE_CHECKING: from opentelemetry.trace import Span as _Span - Span = _Span | Any + Span = _Span else: Span = Any +class _PrismaDictableRow(Protocol): + def dict(self) -> Mapping[str, object]: ... + + +class _PrismaJWTKeyMappingRow(Protocol): + token: str + + +class _PrismaModelDumpRow(Protocol): + def model_dump(self) -> Mapping[str, object]: ... + + +class _PrismaTeamRow(Protocol): + def dict(self) -> Mapping[str, object]: ... + + def model_dump(self) -> Mapping[str, object]: ... + + +class _PrismaVectorStoreRow(Protocol): + def dict(self) -> Mapping[str, object]: ... + + def model_dump(self) -> Mapping[str, object]: ... + + def __iter__(self) -> Iterator[tuple[str, object]]: ... + + +class _PrismaUserRow(Protocol): + user_id: str + organization_memberships: Sequence[LiteLLM_OrganizationMembershipTable | None] | None + + def __iter__(self) -> Iterator[tuple[str, object]]: ... + + +class _PrismaAuthTable(Protocol[RowT_co]): + async def find_unique( + self, *, where: Mapping[str, object], include: Mapping[str, object] | None = None + ) -> RowT_co | None: ... + + async def find_first( + self, *, where: Mapping[str, object], include: Mapping[str, object] | None = None + ) -> RowT_co | None: ... + + async def find_many( + self, + *, + where: Mapping[str, object], + include: Mapping[str, object] | None = None, + take: int | None = None, + ) -> Sequence[RowT_co]: ... + + async def update(self, *, where: Mapping[str, object], data: Mapping[str, object]) -> RowT_co | None: ... + + async def create(self, *, data: Mapping[str, object], include: Mapping[str, object] | None = None) -> RowT_co: ... + + +class _PrismaTableHolder(Protocol[RowT_co]): + @property + def table(self) -> _PrismaAuthTable[RowT_co]: ... + + +def _dictable_table(repo: _PrismaTableHolder[_PrismaDictableRow]) -> _PrismaAuthTable[_PrismaDictableRow]: + return repo.table + + +def _jwt_key_mapping_table( + repo: _PrismaTableHolder[_PrismaJWTKeyMappingRow], +) -> _PrismaAuthTable[_PrismaJWTKeyMappingRow]: + return repo.table + + +def _model_dump_table(repo: _PrismaTableHolder[_PrismaModelDumpRow]) -> _PrismaAuthTable[_PrismaModelDumpRow]: + return repo.table + + +def _team_table(repo: _PrismaTableHolder[_PrismaTeamRow]) -> _PrismaAuthTable[_PrismaTeamRow]: + return repo.table + + +def _vector_store_table(repo: _PrismaTableHolder[_PrismaVectorStoreRow]) -> _PrismaAuthTable[_PrismaVectorStoreRow]: + return repo.table + + +def _user_table(repo: _PrismaTableHolder[_PrismaUserRow]) -> _PrismaAuthTable[_PrismaUserRow]: + return repo.table + + +def _object_permission_table( + repo: _PrismaTableHolder[LiteLLM_ObjectPermissionTable], +) -> _PrismaAuthTable[LiteLLM_ObjectPermissionTable]: + return repo.table + + +class _PrismaTagRow(Protocol): + tag_name: str + + def dict(self) -> Mapping[str, object]: ... + + +def _tag_table(repo: _PrismaTableHolder[_PrismaTagRow]) -> _PrismaAuthTable[_PrismaTagRow]: + return repo.table + + +class _RawCacheRead(Protocol): + async def async_get_cache(self, *, key: str) -> object: ... + + +def _raw_cache(cache: _RawCacheRead) -> _RawCacheRead: + return cache + + +class _BudgetCacheRead(Protocol): + async def async_get_cache(self, *, key: str) -> "LiteLLM_BudgetTable | Mapping[str, object] | None": ... + + +def _budget_cache(cache: _BudgetCacheRead) -> _BudgetCacheRead: + return cache + + +def _typed_request_body(request_body: dict) -> Mapping[str, object]: + return request_body + + +class _JsonLoadsObj(Protocol): + def __call__(self, data: str) -> object: ... + + +def _typed_json_loads(fn: _JsonLoadsObj) -> _JsonLoadsObj: + return fn + + +_safe_json_loads_obj: Final = _typed_json_loads(safe_json_loads) + + last_db_access_time: Final = LimitedSizeOrderedDict(max_size=100) db_cache_expiry: Final = DEFAULT_IN_MEMORY_TTL # refresh every 5s @@ -384,7 +518,7 @@ _GUARDRAIL_MODIFICATION_KEYS: Final[tuple] = ( ) -def _guardrail_modification_check(request_body: dict, team_object: LiteLLM_TeamTable | None) -> None: +def _guardrail_modification_check(request_body: Mapping[str, object], team_object: LiteLLM_TeamTable | None) -> None: """ Reject user-supplied metadata flags that would modify guardrail behavior unless the team has explicit permission. Checked keys include the plural @@ -399,7 +533,7 @@ def _guardrail_modification_check(request_body: dict, team_object: LiteLLM_TeamT """ from litellm.proxy.guardrails.guardrail_helpers import can_modify_guardrails - def _coerce_to_dict(container: Any) -> dict | None: + def _coerce_to_dict(container: object) -> dict | None: """Accept dict or JSON-string (from multipart/form-data or extra_body). Without this, an attacker can smuggle guardrail keys past the check by @@ -411,11 +545,11 @@ def _guardrail_modification_check(request_body: dict, team_object: LiteLLM_TeamT if isinstance(container, dict): return container if isinstance(container, str): - parsed: Final = safe_json_loads(container) + parsed: Final = _safe_json_loads_obj(container) return parsed if isinstance(parsed, dict) else None return None - def _user_requested_modification(container: Any) -> bool: + def _user_requested_modification(container: object) -> bool: coerced: Final = _coerce_to_dict(container) if coerced is None: return False @@ -731,7 +865,7 @@ async def common_checks( _enforce_user_param_check(general_settings, request, request_body, route) _global_proxy_budget_check(global_proxy_spend, skip_all_budget_checks, route) - _guardrail_modification_check(request_body, team_object) + _guardrail_modification_check(_typed_request_body(request_body), team_object) # 10 [OPTIONAL] Organization RBAC checks organization_role_based_access_check(user_object=user_object, route=route, request_body=request_body) @@ -955,7 +1089,7 @@ async def get_default_end_user_budget( # Fetch from database try: - budget_record: Final = await BudgetRepository(prisma_client).table.find_unique( + budget_record: Final = await _dictable_table(BudgetRepository(prisma_client)).find_unique( where={"budget_id": litellm.max_end_user_budget_id} ) @@ -1007,14 +1141,16 @@ async def get_team_member_default_budget( cache_key: Final = f"team_member_default_budget:{budget_id}" - cached_budget: Final = await user_api_key_cache.async_get_cache(key=cache_key) + cached_budget: Final = await _budget_cache(user_api_key_cache).async_get_cache(key=cache_key) if isinstance(cached_budget, LiteLLM_BudgetTable): return cached_budget if isinstance(cached_budget, dict): return LiteLLM_BudgetTable.model_validate(cached_budget) try: - budget_record: Final = await BudgetRepository(prisma_client).table.find_unique(where={"budget_id": budget_id}) + budget_record: Final = await _dictable_table(BudgetRepository(prisma_client)).find_unique( + where={"budget_id": budget_id} + ) if budget_record is None: verbose_proxy_logger.warning("Team-default member budget not found in database: %s", budget_id) @@ -1171,7 +1307,7 @@ async def get_end_user_object( # Fetch from database try: - response: Final = await EndUserRepository(prisma_client).table.find_unique( + response: Final = await _dictable_table(EndUserRepository(prisma_client)).find_unique( where={"user_id": end_user_id}, include={"litellm_budget_table": True, "object_permission": True}, ) @@ -1243,7 +1379,7 @@ async def resolve_and_validate_end_user_id( return raw_end_user_id cache_key: Final = f"end_user_validation:{raw_end_user_id}" - cached: Final = await user_api_key_cache.async_get_cache(key=cache_key) + cached: Final = await _raw_cache(user_api_key_cache).async_get_cache(key=cache_key) if cached == "valid": return raw_end_user_id if cached == "invalid": @@ -1345,8 +1481,8 @@ async def get_tag_objects_batch( if not tag_names: return {} - tag_objects: Final = {} - uncached_tags: Final = [] + tag_objects: Final = dict[str, LiteLLM_TagTable]() + uncached_tags: Final = list[str]() # Try to get all tags from cache first for tag_name in tag_names: @@ -1363,7 +1499,7 @@ async def get_tag_objects_batch( # Batch fetch uncached tags from DB in one query if uncached_tags: try: - db_tags: Final = await TagRepository(prisma_client).table.find_many( + db_tags: Final = await _tag_table(TagRepository(prisma_client)).find_many( where={"tag_name": {"in": uncached_tags}}, include={"litellm_budget_table": True}, ) @@ -1457,7 +1593,7 @@ async def get_team_membership( # else, check db try: - response: Final = await TeamMembershipRepository(prisma_client).table.find_unique( + response: Final = await _dictable_table(TeamMembershipRepository(prisma_client)).find_unique( where={"user_id_team_id": {"user_id": user_id, "team_id": team_id}}, include={"litellm_budget_table": True}, ) @@ -1524,7 +1660,7 @@ def _should_check_db(key: str, last_db_access_time: LimitedSizeOrderedDict, db_c return False -def _update_last_db_access_time(key: str, value: Any | None, last_db_access_time: LimitedSizeOrderedDict): +def _update_last_db_access_time(key: str, value: object | None, last_db_access_time: LimitedSizeOrderedDict): last_db_access_time[key] = (value, time.time()) @@ -1545,7 +1681,7 @@ def _get_role_based_permissions( for role_based_permission in role_based_permissions: if role_based_permission.role == rbac_role: - return getattr(role_based_permission, key) + return role_based_permission.models if key == "models" else role_based_permission.routes return None @@ -1586,7 +1722,7 @@ async def _get_fuzzy_user_object( prisma_client: PrismaClient, sso_user_id: str | None = None, user_email: str | None = None, -) -> LiteLLM_UserTable | None: +) -> "_PrismaUserRow | None": """ Checks if sso user is in db. @@ -1600,7 +1736,7 @@ async def _get_fuzzy_user_object( response = None if sso_user_id is not None: - response = await UserRepository(prisma_client).table.find_unique( + response = await _user_table(UserRepository(prisma_client)).find_unique( where={"sso_user_id": sso_user_id}, include={"organization_memberships": True}, ) @@ -1608,14 +1744,14 @@ async def _get_fuzzy_user_object( if response is None and user_email is not None: # Use case-insensitive query to handle emails with different casing # This matches the pattern used in _check_duplicate_user_email - response = await UserRepository(prisma_client).table.find_first( + response = await _user_table(UserRepository(prisma_client)).find_first( where={"user_email": {"equals": user_email, "mode": "insensitive"}}, include={"organization_memberships": True}, ) if response is not None and sso_user_id is not None: # update sso_user_id asyncio.create_task( # background task to update user with sso id - UserRepository(prisma_client).table.update( + _user_table(UserRepository(prisma_client)).update( where={"user_id": response.user_id}, data={"sso_user_id": sso_user_id}, ) @@ -1698,7 +1834,7 @@ async def get_user_object( ) if should_check_db: - response = await UserRepository(prisma_client).table.find_unique( + response = await _user_table(UserRepository(prisma_client)).find_unique( where={"user_id": user_id}, include={"organization_memberships": True} ) @@ -1736,7 +1872,7 @@ async def get_user_object( budget_duration=new_user_params["budget_duration"] ) - response = await UserRepository(prisma_client).table.create( + response = await _user_table(UserRepository(prisma_client)).create( data=new_user_params, include={"organization_memberships": True}, ) @@ -1802,7 +1938,7 @@ async def get_user_object( async def _cache_management_object( key: str, - value: BaseModel | dict[str, Any], + value: BaseModel | Mapping[str, object], user_api_key_cache: UserApiKeyCache, proxy_logging_obj: ProxyLogging | None, *, @@ -1916,8 +2052,10 @@ async def _delete_cache_key_object( @log_db_metrics -async def _get_team_db_check(team_id: str, prisma_client: PrismaClient, team_id_upsert: bool | None = None): - response = await TeamRepository(prisma_client).table.find_unique(where={"team_id": team_id}) +async def _get_team_db_check( + team_id: str, prisma_client: PrismaClient, team_id_upsert: bool | None = None +) -> "_PrismaTeamRow | None": + response = await _team_table(TeamRepository(prisma_client)).find_unique(where={"team_id": team_id}) if response is None and team_id_upsert: from litellm.proxy.management_endpoints.team_endpoints import new_team @@ -1936,8 +2074,8 @@ async def _get_team_db_check(team_id: str, prisma_client: PrismaClient, team_id_ return response -async def _get_team_object_from_db(team_id: str, prisma_client: PrismaClient): - return await TeamRepository(prisma_client).table.find_unique(where={"team_id": team_id}) +async def _get_team_object_from_db(team_id: str, prisma_client: PrismaClient) -> "_PrismaTeamRow | None": + return await _team_table(TeamRepository(prisma_client)).find_unique(where={"team_id": team_id}) async def _get_team_object_from_user_api_key_cache( @@ -2148,7 +2286,7 @@ async def get_access_object( # Not in cache - fetch from DB try: - response: Final = await AccessGroupRepository(prisma_client).table.find_unique( + response: Final = await _dictable_table(AccessGroupRepository(prisma_client)).find_unique( where={"access_group_id": access_group_id} ) @@ -2224,7 +2362,7 @@ async def get_team_object_by_alias( # Query database by team_alias try: - teams: Final = await TeamRepository(prisma_client).table.find_many(where={"team_alias": team_alias}) + teams: Final = await _team_table(TeamRepository(prisma_client)).find_many(where={"team_alias": team_alias}) if not teams: raise HTTPException( @@ -2329,7 +2467,9 @@ async def get_org_object_by_alias( # Query database by organization_alias try: - orgs = await OrganizationRepository(prisma_client).table.find_many(where={"organization_alias": org_alias}) + orgs = await _model_dump_table(OrganizationRepository(prisma_client)).find_many( + where={"organization_alias": org_alias} + ) if not orgs: raise HTTPException( @@ -2546,7 +2686,7 @@ async def get_jwt_key_mapping_object( Returns the hashed token (str) if a matching active mapping is found, else None. """ - mapping: Final = await JWTKeyMappingRepository(prisma_client).table.find_first( + mapping: Final = await _jwt_key_mapping_table(JWTKeyMappingRepository(prisma_client)).find_first( where={ "jwt_claim_name": jwt_claim_name, "jwt_claim_value": jwt_claim_value, @@ -2674,7 +2814,7 @@ async def get_object_permission( # else, check db try: - response: Final = await ObjectPermissionRepository(prisma_client).table.find_unique( + response: Final = await _dictable_table(ObjectPermissionRepository(prisma_client)).find_unique( where={"object_permission_id": object_permission_id} ) @@ -2730,7 +2870,7 @@ async def get_managed_vector_store_rows_by_uuids( if not cache_misses: return result - rows: Final = await ManagedVectorStoresRepository(prisma_client).table.find_many( + rows: Final = await _vector_store_table(ManagedVectorStoresRepository(prisma_client)).find_many( where={"vector_store_id": {"in": cache_misses}}, take=len(cache_misses), ) @@ -2804,11 +2944,11 @@ async def get_org_object( return deserialized_org # else, check db try: - query_kwargs: Final[dict[str, Any]] = {"where": {"organization_id": org_id}} + query_kwargs: Final[dict[str, Mapping[str, object]]] = {"where": {"organization_id": org_id}} if include_budget_table: query_kwargs["include"] = {"litellm_budget_table": True} - response: Final = await OrganizationRepository(prisma_client).table.find_unique(**query_kwargs) + response: Final = await _model_dump_table(OrganizationRepository(prisma_client)).find_unique(**query_kwargs) except Exception: # An operational failure (DB down, timeout, cache fault) is NOT the same fact as a confirmed # missing row, and relabelling it as "doesn't exist" made every caller unable to tell them @@ -3763,7 +3903,7 @@ async def _virtual_key_soft_budget_check( ) -def _parse_email_list(raw: Any) -> list[str]: +def _parse_email_list(raw: str | Sequence[object] | None) -> list[str]: """Parse emails from a list or comma-separated string.""" if isinstance(raw, list): return [e.strip() for e in raw if isinstance(e, str) and e.strip()] @@ -3773,7 +3913,7 @@ def _parse_email_list(raw: Any) -> list[str]: def _normalize_alert_emails( - cfg: dict[str, Any] | None, + cfg: Mapping[str, str | Sequence[object] | None] | None, ) -> dict[str, list[str]]: """Coerce user-supplied threshold→recipients mapping to Dict[str, List[str]]. @@ -3786,8 +3926,8 @@ def _normalize_alert_emails( def _merge_budget_alert_email_configs( - global_cfg: dict[str, Any] | None, - per_key_cfg: dict[str, Any] | None, + global_cfg: Mapping[str, str | Sequence[object] | None] | None, + per_key_cfg: Mapping[str, str | Sequence[object] | None] | None, ) -> dict[str, list[str]] | None: """ Per-threshold additive merge: each threshold's recipient list is the union @@ -4294,7 +4434,7 @@ async def get_project_object( return deserialized_project # Fetch from DB - project_row: Final = await ProjectRepository(prisma_client).table.find_unique( + project_row: Final = await _model_dump_table(ProjectRepository(prisma_client)).find_unique( where={"project_id": project_id}, include={"litellm_budget_table": True}, ) @@ -4621,7 +4761,9 @@ async def vector_store_access_check( ######################################################### # Check if the key can access the vector store if valid_token is not None and valid_token.object_permission_id is not None: - key_object_permission: Final = await ObjectPermissionRepository(prisma_client).table.find_unique( + key_object_permission: Final = await _object_permission_table( + ObjectPermissionRepository(prisma_client) + ).find_unique( where={"object_permission_id": valid_token.object_permission_id}, ) if key_object_permission is not None: @@ -4633,7 +4775,9 @@ async def vector_store_access_check( # Check if the team can access the vector store if team_object is not None and team_object.object_permission_id is not None: - team_object_permission: Final = await ObjectPermissionRepository(prisma_client).table.find_unique( + team_object_permission: Final = await _object_permission_table( + ObjectPermissionRepository(prisma_client) + ).find_unique( where={"object_permission_id": team_object.object_permission_id}, ) if team_object_permission is not None: diff --git a/litellm/proxy/common_request_processing.py b/litellm/proxy/common_request_processing.py index 159d7508f4e..8e9a5fe2f00 100644 --- a/litellm/proxy/common_request_processing.py +++ b/litellm/proxy/common_request_processing.py @@ -7,7 +7,7 @@ import traceback from collections.abc import AsyncGenerator, Callable, Mapping from datetime import datetime from functools import lru_cache -from typing import TYPE_CHECKING, Any, Final, Literal +from typing import TYPE_CHECKING, Any, Final, Literal, Protocol, overload import anyio import httpx @@ -311,8 +311,49 @@ def _stream_usage_tracking_updates( } +def _getattr_object(value: object, name: str, default: object = None) -> object: + return getattr(value, name, default) + + +class _UpstreamHttpResponse(Protocol): + @property + def status_code(self) -> int: ... + + @property + def headers(self) -> httpx.Headers: ... + + async def aread(self) -> bytes: ... + + +def _as_upstream_response(response: _UpstreamHttpResponse) -> _UpstreamHttpResponse: + return response + + +class _ReadsHeaderValues(Protocol): + def get(self, key: str, default: str = "") -> str: ... + + +def _as_header_reader(headers: _ReadsHeaderValues) -> _ReadsHeaderValues: + return headers + + +class _DispatchesSuccessHandlers(Protocol): + async def dispatch_success_handlers( + self, + result: object = None, + start_time: object = None, + end_time: object = None, + cache_hit: object = None, + prefer_async_handlers: bool = False, + ) -> None: ... + + +def _as_success_dispatcher(logging_obj: _DispatchesSuccessHandlers) -> _DispatchesSuccessHandlers: + return logging_obj + + def _serialize_http_exception_detail( - detail: Any, + detail: object, ) -> tuple[str, dict | None]: """ Convert an HTTPException.detail value into (message, structured_fields) @@ -342,7 +383,7 @@ def _serialize_http_exception_detail( return str(detail), None -def _collect_response_file_search_vector_store_ids(data: dict[str, Any]) -> set[str]: +def _collect_response_file_search_vector_store_ids(data: Mapping[str, object]) -> set[str]: vector_store_ids: Final[set[str]] = set() tools: Final = data.get("tools") if not isinstance(tools, list): @@ -369,7 +410,7 @@ def _collect_response_file_search_vector_store_ids(data: dict[str, Any]) -> set[ async def _authorize_response_file_search_vector_stores( - data: dict[str, Any], + data: Mapping[str, object], user_api_key_dict: UserAPIKeyAuth, ) -> None: vector_store_ids: Final = _collect_response_file_search_vector_store_ids(data) @@ -700,7 +741,7 @@ async def create_response( # Preserve status code from HTTPException (e.g., guardrail blocks) error_status: Final = getattr(e, "status_code", status.HTTP_500_INTERNAL_SERVER_ERROR) - raw_detail: Final = getattr(e, "detail", "Error processing stream start") + raw_detail: Final = _getattr_object(e, "detail", "Error processing stream start") message, structured_fields = _serialize_http_exception_detail(raw_detail) existing_fields: Final = getattr(e, "provider_specific_fields", None) or {} @@ -711,7 +752,7 @@ async def create_response( # Match ProxyException.to_dict() shape so streaming and non-streaming # error frames are byte-identical. - error_obj: Final[dict[str, Any]] = { + error_obj: Final[dict[str, object]] = { "message": message, "type": getattr(e, "type", "None"), "param": getattr(e, "param", "None"), @@ -777,7 +818,7 @@ def _is_azure_model_router_request(model: str) -> bool: def _override_openai_response_model( *, - response_obj: Any, + response_obj: object, requested_model: str, log_context: str, return_raw_model_name: bool = False, @@ -972,7 +1013,7 @@ def _log_llm_api_exception(e: Exception) -> None: async def _cancel_llm_call_on_client_disconnect( request: Request, - llm_api_call: "asyncio.Future[Any]", + llm_api_call: "asyncio.Future[object]", disconnect_event: asyncio.Event, ) -> None: try: @@ -1023,7 +1064,7 @@ class ProxyBaseLLMRequestProcessing: version: str | None = None, model_region: str | None = None, response_cost: float | str | None = None, - hidden_params: dict | None = None, + hidden_params: Mapping[str, object] | None = None, fastest_response_batch_completion: bool | None = None, request_data: dict | None = {}, timeout: float | httpx.Timeout | None = None, @@ -1115,7 +1156,7 @@ class ProxyBaseLLMRequestProcessing: @staticmethod async def build_litellm_proxy_success_headers_from_llm_response( *, - response: Any, + response: object, request_data: dict, request: Request, user_api_key_dict: UserAPIKeyAuth, @@ -1906,7 +1947,7 @@ class ProxyBaseLLMRequestProcessing: _captured_user_api_key_dict: Final = user_api_key_dict _captured_logging_obj: Final = logging_obj - async def _on_deferred_stream_complete(assembled_response, cache_hit): + async def _on_deferred_stream_complete(assembled_response: object, cache_hit: object) -> None: await ProxyBaseLLMRequestProcessing._run_deferred_stream_guardrails( captured_data=_captured_data, captured_user_api_key_dict=_captured_user_api_key_dict, @@ -2157,7 +2198,7 @@ class ProxyBaseLLMRequestProcessing: @staticmethod async def _record_container_owners_from_responses_if_needed( - response: Any, + response: object, user_api_key_dict: UserAPIKeyAuth, ) -> None: """Register code-interpreter containers so follow-up file APIs pass ownership checks.""" @@ -2180,7 +2221,7 @@ class ProxyBaseLLMRequestProcessing: ) @staticmethod - def _extract_completed_responses_response(stream_response: Any) -> Any: + def _extract_completed_responses_response(stream_response: object) -> object: """Pull the assembled ``ResponsesAPIResponse`` off a streaming iterator. ``ResponsesAPIStreamingIterator`` stores the terminal stream event @@ -2190,17 +2231,17 @@ class ProxyBaseLLMRequestProcessing: ``ResponsesAPIResponse`` directly. Handle both shapes so the container-ownership recording path can walk ``.output`` either way. """ - completed: Final = getattr(stream_response, "completed_response", None) + completed: Final = _getattr_object(stream_response, "completed_response") if completed is None: return None - response_obj: Final = getattr(completed, "response", None) + response_obj: Final = _getattr_object(completed, "response") if response_obj is not None: return response_obj return completed @staticmethod async def _wrap_responses_stream_for_container_ownership( - original_stream_response: Any, + original_stream_response: object, wrapped_generator: Any, user_api_key_dict: UserAPIKeyAuth, ): @@ -2299,12 +2340,13 @@ class ProxyBaseLLMRequestProcessing: if isinstance(result, Response): return result - content: Final = await result.aread() + upstream: Final = _as_upstream_response(result) + content: Final = await upstream.aread() return Response( content=content, - status_code=result.status_code, + status_code=upstream.status_code, headers=HttpPassThroughEndpointHelpers.get_response_headers( - headers=result.headers, + headers=upstream.headers, custom_headers=dict(fastapi_response.headers), ), ) @@ -2435,9 +2477,10 @@ class ProxyBaseLLMRequestProcessing: HttpPassThroughEndpointHelpers, ) + upstream: Final = _as_upstream_response(response) try: - response_status: Final[int] = response.status_code - content_type: Final[str] = response.headers.get("content-type", "") + response_status: Final[int] = upstream.status_code + content_type: Final[str] = _as_header_reader(upstream.headers).get("content-type", "") except AttributeError: return None @@ -2451,20 +2494,20 @@ class ProxyBaseLLMRequestProcessing: return None response_headers: Final = HttpPassThroughEndpointHelpers.get_response_headers( - headers=response.headers, + headers=upstream.headers, custom_headers=custom_headers, ) callback_headers: Final = await proxy_logging_obj.post_call_response_headers_hook( data=self.data, user_api_key_dict=user_api_key_dict, - response=response, + response=upstream, request_headers=request_headers, ) if callback_headers: response_headers.update(callback_headers) if is_event_stream: - body_bytes = await response.aread() + body_bytes = await upstream.aread() modified_bytes: Final = await self._handle_event_stream_allm_passthrough_route( body_bytes=body_bytes, proxy_logging_obj=proxy_logging_obj, @@ -2477,7 +2520,7 @@ class ProxyBaseLLMRequestProcessing: headers=response_headers, ) - body_bytes = await response.aread() + body_bytes = await upstream.aread() try: parsed: Final = _json.loads(body_bytes) except (_json.JSONDecodeError, UnicodeDecodeError): @@ -2566,9 +2609,9 @@ class ProxyBaseLLMRequestProcessing: async def _run_deferred_stream_guardrails( captured_data: dict, captured_user_api_key_dict: "UserAPIKeyAuth", - captured_logging_obj: Any, + captured_logging_obj: LiteLLMLoggingObj, assembled_response: Any, - cache_hit: Any, + cache_hit: object, ) -> None: """ Run non-streaming post-call guardrail hooks on an assembled streaming @@ -2646,7 +2689,7 @@ class ProxyBaseLLMRequestProcessing: # _is_sync_litellm_request (which only recognizes a subset of # async markers stored in litellm_params). asyncio.create_task( - captured_logging_obj.dispatch_success_handlers( + _as_success_dispatcher(captured_logging_obj).dispatch_success_handlers( _response, cache_hit=cache_hit, start_time=None, @@ -2717,7 +2760,7 @@ class ProxyBaseLLMRequestProcessing: headers = getattr(e, "headers", None) or {} if not headers: # Try to get headers from e.response.headers (httpx.Response) - _response: Final = getattr(e, "response", None) + _response: Final = _getattr_object(e, "response") if _response is not None: _response_headers: Final = getattr(_response, "headers", None) if _response_headers: @@ -2749,7 +2792,7 @@ class ProxyBaseLLMRequestProcessing: raise e if isinstance(e, HTTPException): - raw_detail: Final = getattr(e, "detail", str(e)) + raw_detail: Final = _getattr_object(e, "detail", str(e)) message, structured_fields = _serialize_http_exception_detail(raw_detail) existing_fields: Final = getattr(e, "provider_specific_fields", None) or {} if structured_fields: @@ -3042,8 +3085,16 @@ class ProxyBaseLLMRequestProcessing: request=request, ) + @overload @staticmethod - def _process_chunk_with_cost_injection(chunk: Any, model_name: str) -> Any: + def _process_chunk_with_cost_injection(chunk: bytes, model_name: str) -> bytes: ... + + @overload + @staticmethod + def _process_chunk_with_cost_injection(chunk: object, model_name: str) -> object: ... + + @staticmethod + def _process_chunk_with_cost_injection(chunk: object, model_name: str) -> object: """ Process a streaming chunk and inject cost information if enabled. diff --git a/litellm/proxy/db/spend_log_tool_index.py b/litellm/proxy/db/spend_log_tool_index.py index fc605dca257..93bbc567430 100644 --- a/litellm/proxy/db/spend_log_tool_index.py +++ b/litellm/proxy/db/spend_log_tool_index.py @@ -35,7 +35,7 @@ class ToolUsageTransaction: total_tokens: int -def response_tool_call_names(completion_response: Any) -> tuple[str, ...]: +def response_tool_call_names(completion_response: object) -> tuple[str, ...]: """Tool names invoked in a completion response, in call order, for any response surface get_tool_calls_from_response understands (chat completions, Responses API output items, Anthropic Messages tool_use blocks). Reads every choice of @@ -59,7 +59,7 @@ def build_tool_usage_transaction( mcp_namespaced_tool_name: str | None, spend: float, total_tokens: int, - completion_response: Any, + completion_response: object, realtime_tool_calls: Any = None, ) -> ToolUsageTransaction | None: """None when the request invoked no tools. Realtime sessions carry invoked diff --git a/litellm/proxy/hooks/parallel_request_limiter.py b/litellm/proxy/hooks/parallel_request_limiter.py index 79c85571fc9..b313cb64c3f 100644 --- a/litellm/proxy/hooks/parallel_request_limiter.py +++ b/litellm/proxy/hooks/parallel_request_limiter.py @@ -20,6 +20,7 @@ from litellm.proxy.auth.auth_utils import ( from litellm.proxy.auth.budget_throttle import throttled_limit from litellm.proxy.common_utils.proxy_rate_limit_error import ProxyRateLimitError from litellm.proxy.hooks.rate_limiter_utils import resolve_llm_provider_for_rate_limit +from litellm.types.utils import Usage if TYPE_CHECKING: from opentelemetry.trace import Span as _Span @@ -33,6 +34,13 @@ else: InternalUsageCache = Any +def _response_total_tokens(response_obj: object) -> int: + if not isinstance(response_obj, (ModelResponse, EmbeddingResponse, TextCompletionResponse)): + return 0 + response_usage: Final = getattr(response_obj, "usage", None) + return response_usage.total_tokens if isinstance(response_usage, Usage) else 0 + + class CacheObject(TypedDict): current_global_requests: dict | None request_count_api_key: dict | None @@ -480,7 +488,7 @@ class _PROXY_MaxParallelRequestsHandler(CustomLogger): ) # don't block execution for cache updates ) - async def async_log_success_event(self, kwargs, response_obj, start_time, end_time): + async def async_log_success_event(self, kwargs, response_obj: object, start_time, end_time): from litellm.proxy.common_utils.callback_utils import ( get_model_group_from_litellm_kwargs, ) @@ -529,21 +537,18 @@ class _PROXY_MaxParallelRequestsHandler(CustomLogger): current_minute: Final = datetime.now().strftime("%M") precise_minute: Final = f"{current_date}-{current_hour}-{current_minute}" - total_tokens = 0 - - if isinstance(response_obj, (ModelResponse, EmbeddingResponse, TextCompletionResponse)): - total_tokens = response_obj.usage.total_tokens + total_tokens: int = _response_total_tokens(response_obj) # ------------ # Update usage - API Key # ------------ - values_to_update_in_cache: Final = [] + values_to_update_in_cache: Final[list[tuple[str, object]]] = [] if user_api_key is not None: request_count_api_key = f"{user_api_key}::{precise_minute}::request_count" - current = await self.internal_usage_cache.async_get_cache( + current: dict[str, int] = await self.internal_usage_cache.async_get_cache( key=request_count_api_key, litellm_parent_otel_span=litellm_parent_otel_span, ) or { @@ -606,13 +611,7 @@ class _PROXY_MaxParallelRequestsHandler(CustomLogger): # Update usage - User # ------------ if user_api_key_user_id is not None: - total_tokens = 0 - - if isinstance( - response_obj, - (ModelResponse, EmbeddingResponse, TextCompletionResponse), - ): - total_tokens = response_obj.usage.total_tokens + total_tokens = _response_total_tokens(response_obj) request_count_api_key = f"{user_api_key_user_id}::{precise_minute}::request_count" @@ -638,13 +637,7 @@ class _PROXY_MaxParallelRequestsHandler(CustomLogger): # Update usage - Team # ------------ if user_api_key_team_id is not None: - total_tokens = 0 - - if isinstance( - response_obj, - (ModelResponse, EmbeddingResponse, TextCompletionResponse), - ): - total_tokens = response_obj.usage.total_tokens + total_tokens = _response_total_tokens(response_obj) request_count_api_key = f"{user_api_key_team_id}::{precise_minute}::request_count" @@ -670,13 +663,7 @@ class _PROXY_MaxParallelRequestsHandler(CustomLogger): # Update usage - End User # ------------ if user_api_key_end_user_id is not None: - total_tokens = 0 - - if isinstance( - response_obj, - (ModelResponse, EmbeddingResponse, TextCompletionResponse), - ): - total_tokens = response_obj.usage.total_tokens + total_tokens = _response_total_tokens(response_obj) request_count_api_key = f"{user_api_key_end_user_id}::{precise_minute}::request_count" diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index 38b5d755535..b578fb40ef2 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -189,6 +189,16 @@ class _PrismaTableActions(Protocol[_PrismaRowT]): ) -> _PrismaRowT | None: ... +class _UserRowLike(Protocol): + user_id: str | None + user_email: str | None + user_alias: str | None + + def model_dump(self) -> Mapping[str, object]: ... + + def dict(self) -> Mapping[str, object]: ... + + class _TxTables(Protocol): litellm_proxymodeltable: _PrismaTableActions[object] @@ -4222,7 +4232,7 @@ def _transform_verification_tokens_to_deleted_records( record = deleted_record.model_dump() # Map org_id to organization_id (model uses org_id, but schema expects organization_id) - org_id_value = record.pop("org_id", None) + org_id_value: object = record.pop("org_id", None) if org_id_value is not None: record["organization_id"] = org_id_value @@ -4691,7 +4701,7 @@ async def _execute_virtual_key_regeneration( grace_period=data.grace_period if data else None, ) - updated_token: Final = await VerificationTokenRepository(prisma_client).table.update( + updated_token: Final[Mapping[str, object] | None] = await VerificationTokenRepository(prisma_client).table.update( where={"token": hashed_api_key}, data=jsonified_update_data, ) @@ -5988,7 +5998,9 @@ async def _list_key_helper( created_by_ids: Final = [key.created_by for key in keys if key.created_by] all_ids: Final = list(set(user_ids + created_by_ids)) # Remove duplicates if all_ids: - users: Final = await UserRepository(prisma_client).table.find_many(where={"user_id": {"in": all_ids}}) + users: Final[Sequence[_UserRowLike]] = await UserRepository(prisma_client).table.find_many( + where={"user_id": {"in": all_ids}} + ) user_map = {user.user_id: user for user in users} # Prepare response diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/gemini_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/gemini_passthrough_logging_handler.py index dfa58b182b6..64d8b2929b6 100644 --- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/gemini_passthrough_logging_handler.py +++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/gemini_passthrough_logging_handler.py @@ -92,7 +92,7 @@ class GeminiPassthroughLoggingHandler: litellm_params={}, api_key="", request_data={}, - encoding=litellm.encoding, + encoding=getattr(litellm, "encoding", None), ) kwargs = GeminiPassthroughLoggingHandler._create_gemini_response_logging_payload_for_generate_content( litellm_model_response=litellm_model_response, diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py index f79b589f6b3..cd6dee3f473 100644 --- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py +++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/openai_passthrough_logging_handler.py @@ -327,7 +327,7 @@ class OpenAIPassthroughLoggingHandler(BasePassthroughLoggingHandler): optional_params=request_body.get("optional_params", {}), api_key="", request_data=request_body, - encoding=litellm.encoding, + encoding=getattr(litellm, "encoding", None), json_mode=request_body.get("response_format", {}).get("type") == "json_object", litellm_params=existing_litellm_params, ) diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py index 9c5b7dc563e..7dee0e4a364 100644 --- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py +++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py @@ -133,7 +133,7 @@ class VertexPassthroughLoggingHandler: litellm_params={}, api_key="", request_data={}, - encoding=litellm.encoding, + encoding=getattr(litellm, "encoding", None), ) kwargs = VertexPassthroughLoggingHandler._create_vertex_response_logging_payload_for_generate_content( litellm_model_response=litellm_model_response, diff --git a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py index 8a526fcd6cb..fc5e0e48dc3 100644 --- a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py +++ b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py @@ -5,10 +5,10 @@ import json import posixpath import traceback from base64 import b64encode -from collections.abc import AsyncGenerator, Mapping +from collections.abc import AsyncGenerator, Callable, Mapping from datetime import datetime from itertools import groupby -from typing import Any, Final, cast +from typing import Any, Final, TypedDict, cast from urllib.parse import urlencode, urlparse import httpx @@ -92,7 +92,7 @@ router: Final = APIRouter() pass_through_endpoint_logging: Final = PassThroughEndpointLogging() # Global registry to track registered pass-through routes and prevent memory leaks -_registered_pass_through_routes: Final[dict[str, dict[str, str | bool | list[str] | dict[str, Any]]]] = {} +_registered_pass_through_routes: Final[dict[str, dict[str, str | bool | list[str] | Mapping[str, object]]]] = {} def get_response_body(response: httpx.Response) -> dict | None: @@ -1128,15 +1128,22 @@ async def pass_through_request( else: # SigV4-signed callers (Bedrock) supply the exact pre-signed bytes; # otherwise httpx encodes the parsed JSON dict as before. - body_kwargs: Final[dict[str, Any]] = ( - {"content": state_raw_body} if state_raw_body is not None else {"json": _parsed_body} - ) - req: Final = async_client.build_request( - request.method, - url, - params=requested_query_params, - headers=headers, - **body_kwargs, + req: Final = ( + async_client.build_request( + request.method, + url, + params=requested_query_params, + headers=headers, + content=state_raw_body, + ) + if state_raw_body is not None + else async_client.build_request( + request.method, + url, + params=requested_query_params, + headers=headers, + json=_parsed_body, + ) ) response = await async_client.send(req, stream=stream) @@ -1584,9 +1591,15 @@ def _update_metadata_with_tags_in_header(request: Request, metadata: dict) -> di return metadata +class _PassThroughRequestEnvelope(TypedDict, total=False): + query_params: Mapping[str, object] | None + custom_body: Mapping[str, object] | None + stream: bool | None + + async def _parse_request_data_by_content_type( request: Request, -) -> tuple[Any | None, Any | None, Any | None, Any | None]: +) -> tuple[object, object, None, bool | None]: """ Parse request data based on content type. @@ -1605,7 +1618,7 @@ async def _parse_request_data_by_content_type( if "application/json" in content_type: # ✅ Handle JSON try: - body = await request.json() + body: _PassThroughRequestEnvelope = await request.json() query_params_data = body.get("query_params") custom_body_data = body.get("custom_body") stream = body.get("stream") @@ -1646,7 +1659,7 @@ async def _parse_request_data_by_content_type( def create_pass_through_route( endpoint, target: str, - custom_headers: Mapping[str, Any] | None = None, + custom_headers: Mapping[str, object] | None = None, _forward_headers: bool | None = False, _merge_query_params: bool | None = False, dependencies: list | None = None, @@ -1656,7 +1669,7 @@ def create_pass_through_route( is_streaming_request: bool | None = False, query_params: dict | None = None, default_query_params: dict | None = None, - guardrails: dict[str, Any] | None = None, + guardrails: dict[str, object] | None = None, config_file_path: str | None = None, timeout: float | None = None, ): @@ -1887,7 +1900,7 @@ async def websocket_passthrough_request( # Initialize tracking variables start_time: Final = datetime.now() - websocket_messages: Final[list[dict[str, Any]]] = [] + websocket_messages: Final[list[dict[str, object]]] = [] litellm_call_id: Final = str(uuid.uuid4()) verbose_proxy_logger.info("WebSocket passthrough (%s): Starting WebSocket connection to %s", endpoint, target) @@ -1980,7 +1993,7 @@ async def websocket_passthrough_request( ) ### CALL HOOKS ### - modify incoming data / reject request before calling the model - websocket_data: dict[str, Any] = {} + websocket_data: dict[str, object] = {} websocket_data = await proxy_logging_obj.pre_call_hook( user_api_key_dict=user_api_key_dict, data=websocket_data, @@ -2009,8 +2022,8 @@ async def websocket_passthrough_request( await upstream_ws.close() break - text_data = message.get("text") - bytes_data = message.get("bytes") + text_data: str | None = message.get("text") + bytes_data: bytes | None = message.get("bytes") if text_data is not None: # Try to extract model from client setup message for Vertex AI Live @@ -2086,7 +2099,7 @@ async def websocket_passthrough_request( # Ensure raw_response is bytes before decoding if isinstance(raw_response, str): raw_response = raw_response.encode("ascii") - setup_response: Final = json.loads(raw_response.decode("ascii")) + setup_response: Final[Mapping[str, object]] = json.loads(raw_response.decode("ascii")) verbose_proxy_logger.debug("Setup response: %s", setup_response) # Extract model and provider from setup response for Vertex AI Live @@ -2129,7 +2142,7 @@ async def websocket_passthrough_request( await websocket.send_bytes(upstream_message) # Parse and collect for cost tracking try: - message_data = json.loads(upstream_message.decode()) + message_data: dict[str, object] = json.loads(upstream_message.decode()) websocket_messages.append(message_data) except (json.JSONDecodeError, UnicodeDecodeError): pass @@ -2315,7 +2328,8 @@ def _should_buffer_passthrough_response(response: httpx.Response) -> bool: """ if response.status_code >= 400: return True - media_type: Final = response.headers.get("content-type", "").split(";")[0].strip().lower() + content_type_header: Final[str] = response.headers.get("content-type", "") + media_type: Final = content_type_header.split(";")[0].strip().lower() return media_type in ("", "application/json") or media_type.endswith("+json") @@ -2368,7 +2382,7 @@ async def _relay_passthrough_response_bytes( ) -def _extract_model_from_vertex_ai_setup(setup_response: dict) -> str | None: +def _extract_model_from_vertex_ai_setup(setup_response: Mapping[str, object]) -> str | None: """ Extract the model name from Vertex AI Live setup response. @@ -2434,7 +2448,7 @@ class SafeRouteAdder: def add_api_route_if_not_exists( app: FastAPI, path: str, - endpoint: Any, + endpoint: Callable[..., object], methods: list[str], dependencies: list | None = None, ) -> bool: @@ -2767,7 +2781,7 @@ def _get_combined_pass_through_endpoints( async def _register_pass_through_endpoint( - endpoint: dict[str, Any] | PassThroughGenericEndpoint, + endpoint: dict[str, object] | PassThroughGenericEndpoint, app: FastAPI, premium_user: bool, visited_endpoints: set[str], @@ -2783,8 +2797,8 @@ async def _register_pass_through_endpoint( endpoint_data["id"] = str(uuid.uuid4()) endpoint_id: Final = cast(str, endpoint_data["id"]) - target: Final = endpoint_data.get("target") - path: Final = endpoint_data.get("path") + target: Final[str | None] = endpoint_data.get("target") + path: Final[str | None] = endpoint_data.get("path") if path is None: raise ValueError("Path is required for pass-through endpoint") @@ -2792,7 +2806,7 @@ async def _register_pass_through_endpoint( forward_headers: Final = endpoint_data.get("forward_headers") merge_query_params: Final = endpoint_data.get("merge_query_params") default_query_params: Final = endpoint_data.get("default_query_params") - auth: Final = endpoint_data.get("auth") + auth: Final[bool | str | None] = endpoint_data.get("auth") dependencies = None auth_enforced: Final = auth is not None and str(auth).lower() == "true" @@ -2951,12 +2965,12 @@ def _get_pass_through_endpoints_from_config() -> list[PassThroughGenericEndpoint if isinstance(endpoint, dict): endpoint_dict = dict(endpoint) endpoint_dict["is_from_config"] = True - returned_endpoints.append(PassThroughGenericEndpoint(**endpoint_dict)) + returned_endpoints.append(PassThroughGenericEndpoint.model_validate(endpoint_dict)) elif isinstance(endpoint, PassThroughGenericEndpoint): # Create a copy with is_from_config=True endpoint_dict = endpoint.model_dump() endpoint_dict["is_from_config"] = True - returned_endpoints.append(PassThroughGenericEndpoint(**endpoint_dict)) + returned_endpoints.append(PassThroughGenericEndpoint.model_validate(endpoint_dict)) except ValidationError as e: verbose_proxy_logger.warning( "Skipping malformed pass-through endpoint from config: %s", @@ -2994,11 +3008,11 @@ async def _get_pass_through_endpoints_from_db( if isinstance(endpoint, dict): endpoint_dict = dict(endpoint) endpoint_dict["is_from_config"] = False - returned_endpoints.append(PassThroughGenericEndpoint(**endpoint_dict)) + returned_endpoints.append(PassThroughGenericEndpoint.model_validate(endpoint_dict)) elif isinstance(endpoint, PassThroughGenericEndpoint): endpoint_dict = endpoint.model_dump() endpoint_dict["is_from_config"] = False - returned_endpoints.append(PassThroughGenericEndpoint(**endpoint_dict)) + returned_endpoints.append(PassThroughGenericEndpoint.model_validate(endpoint_dict)) else: # Find specific endpoint by ID found_endpoint: Final = _find_endpoint_by_id(pass_through_endpoint_data, endpoint_id) @@ -3009,7 +3023,7 @@ async def _get_pass_through_endpoints_from_db( else dict(found_endpoint) ) endpoint_dict["is_from_config"] = False - returned_endpoints.append(PassThroughGenericEndpoint(**endpoint_dict)) + returned_endpoints.append(PassThroughGenericEndpoint.model_validate(endpoint_dict)) return returned_endpoints @@ -3191,7 +3205,7 @@ async def update_pass_through_endpoints( endpoint_dict.pop("is_from_config", None) # Create updated endpoint object - updated_endpoint: Final = PassThroughGenericEndpoint(**endpoint_dict) + updated_endpoint: Final = PassThroughGenericEndpoint.model_validate(endpoint_dict) # Update the list pass_through_endpoint_data[endpoint_index] = endpoint_dict @@ -3212,9 +3226,10 @@ async def update_pass_through_endpoints( _custom_headers: dict | None = updated_endpoint.headers or {} _custom_headers = await set_env_variables_in_header(custom_headers=_custom_headers) + route_app: Final[FastAPI] = request.app if updated_endpoint.include_subpath: InitPassThroughEndpointHelpers.add_subpath_route( - app=request.app, + app=route_app, path=updated_endpoint.path, target=updated_endpoint.target, custom_headers=_custom_headers, @@ -3231,7 +3246,7 @@ async def update_pass_through_endpoints( ) else: InitPassThroughEndpointHelpers.add_exact_path_route( - app=request.app, + app=route_app, path=updated_endpoint.path, target=updated_endpoint.target, custom_headers=_custom_headers, @@ -3297,15 +3312,16 @@ async def create_pass_through_endpoints( await update_config_general_settings(data=updated_data, user_api_key_dict=user_api_key_dict) # Return the created endpoint with the generated ID - created_endpoint: Final = PassThroughGenericEndpoint(**data_dict) + created_endpoint: Final = PassThroughGenericEndpoint.model_validate(data_dict) # Register the new route _custom_headers: dict | None = created_endpoint.headers or {} _custom_headers = await set_env_variables_in_header(custom_headers=_custom_headers) + route_app: Final[FastAPI] = request.app if created_endpoint.include_subpath: InitPassThroughEndpointHelpers.add_subpath_route( - app=request.app, + app=route_app, path=created_endpoint.path, target=created_endpoint.target, custom_headers=_custom_headers, @@ -3322,7 +3338,7 @@ async def create_pass_through_endpoints( ) else: InitPassThroughEndpointHelpers.add_exact_path_route( - app=request.app, + app=route_app, path=created_endpoint.path, target=created_endpoint.target, custom_headers=_custom_headers, diff --git a/litellm/proxy/pass_through_endpoints/streaming_handler.py b/litellm/proxy/pass_through_endpoints/streaming_handler.py index ff1c12d08d7..de320586d54 100644 --- a/litellm/proxy/pass_through_endpoints/streaming_handler.py +++ b/litellm/proxy/pass_through_endpoints/streaming_handler.py @@ -76,17 +76,13 @@ class PassThroughStreamingHandler: PassThroughStreamingHandler._stamp_first_chunk_if_needed(litellm_logging_obj) if endpoint_type == EndpointType.VERTEX_AI: if "streamRawPredict" in url_route or "rawPredict" in url_route: - modified_chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( + chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( chunk, resolved_model_name ) - if modified_chunk is not None: - chunk = modified_chunk else: # EndpointType.ANTHROPIC - modified_chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( + chunk = ProxyBaseLLMRequestProcessing._process_chunk_with_cost_injection( chunk, resolved_model_name ) - if modified_chunk is not None: - chunk = modified_chunk yield chunk except Exception as e: diff --git a/litellm/proxy/pass_through_endpoints/success_handler.py b/litellm/proxy/pass_through_endpoints/success_handler.py index 5b816dc24b3..3dcc8257b82 100644 --- a/litellm/proxy/pass_through_endpoints/success_handler.py +++ b/litellm/proxy/pass_through_endpoints/success_handler.py @@ -122,7 +122,7 @@ class PassThroughEndpointLogging: def normalize_llm_passthrough_logging_payload( self, httpx_response: httpx.Response, - response_body: dict | None, + response_body: dict | list[dict[str, object]] | None, request_body: dict, logging_obj: LiteLLMLoggingObj, url_route: str, @@ -142,7 +142,7 @@ class PassThroughEndpointLogging: if self.is_gemini_route(url_route, custom_llm_provider): gemini_passthrough_logging_handler_result = GeminiPassthroughLoggingHandler.gemini_passthrough_handler( httpx_response=httpx_response, - response_body=response_body or {}, + response_body=response_body if isinstance(response_body, dict) else {}, logging_obj=logging_obj, url_route=url_route, result=result, @@ -172,7 +172,7 @@ class PassThroughEndpointLogging: anthropic_passthrough_logging_handler_result: Final = ( AnthropicPassthroughLoggingHandler.anthropic_passthrough_handler( httpx_response=httpx_response, - response_body=response_body or {}, + response_body=response_body if isinstance(response_body, dict) else {}, logging_obj=logging_obj, url_route=url_route, result=result, @@ -189,7 +189,7 @@ class PassThroughEndpointLogging: elif self.is_cohere_route(url_route): cohere_passthrough_logging_handler_result = cohere_passthrough_logging_handler.cohere_passthrough_handler( httpx_response=httpx_response, - response_body=response_body or {}, + response_body=response_body if isinstance(response_body, dict) else {}, logging_obj=logging_obj, url_route=url_route, result=result, @@ -208,7 +208,7 @@ class PassThroughEndpointLogging: openai_passthrough_logging_handler_result = OpenAIPassthroughLoggingHandler.openai_passthrough_handler( httpx_response=httpx_response, - response_body=response_body or {}, + response_body=response_body if isinstance(response_body, dict) else {}, logging_obj=logging_obj, url_route=url_route, result=result, @@ -224,7 +224,7 @@ class PassThroughEndpointLogging: elif self.is_cursor_route(url_route, custom_llm_provider): cursor_passthrough_logging_handler_result = CursorPassthroughLoggingHandler.cursor_passthrough_handler( httpx_response=httpx_response, - response_body=response_body or {}, + response_body=response_body if isinstance(response_body, dict) else {}, logging_obj=logging_obj, url_route=url_route, result=result, @@ -266,7 +266,7 @@ class PassThroughEndpointLogging: async def pass_through_async_success_handler( self, httpx_response: httpx.Response, - response_body: dict | None, + response_body: dict | list[dict[str, object]] | None, logging_obj: LiteLLMLoggingObj, url_route: str, result: str, @@ -285,7 +285,7 @@ class PassThroughEndpointLogging: return self.assemblyai_passthrough_logging_handler.assemblyai_passthrough_logging_handler( httpx_response=httpx_response, - response_body=response_body or {}, + response_body=response_body if isinstance(response_body, dict) else {}, logging_obj=logging_obj, url_route=url_route, result=result, diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index f79819c76d3..91526ad70d0 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -9,13 +9,14 @@ import random import re import secrets import shutil +import socket import subprocess import sys import threading import time import traceback import warnings -from collections.abc import AsyncGenerator, AsyncIterator, Callable, Mapping +from collections.abc import AsyncGenerator, AsyncIterator, Callable, Mapping, MutableMapping, Sequence from datetime import datetime, timedelta, timezone from types import MappingProxyType, UnionType from typing import ( @@ -25,6 +26,8 @@ from typing import ( Literal, NamedTuple, Optional, + Protocol, + TypeAlias, TypedDict, Union, cast, @@ -128,6 +131,7 @@ from litellm.utils import ( if TYPE_CHECKING: from aiohttp import ClientSession + from fastapi.routing import APIRoute from opentelemetry.trace import Span as _Span from litellm.integrations.opentelemetry import OpenTelemetry @@ -137,7 +141,7 @@ else: Span = Any OpenTelemetry = Any -REALTIME_REQUEST_SCOPE_TEMPLATE: Final[dict[str, Any]] = { +REALTIME_REQUEST_SCOPE_TEMPLATE: Final[dict[str, object]] = { "type": "http", "method": "POST", "path": "/v1/realtime", @@ -255,6 +259,7 @@ from litellm.litellm_core_utils.sensitive_data_masker import ( SensitiveDataMasker, mask_sensitive_keys, ) +from litellm.litellm_core_utils.streaming_handler import validated_stream_logging_obj from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler from litellm.llms.vertex_ai.vertex_llm_base import VertexBase from litellm.proxy._lazy_features import attach_lazy_features @@ -596,6 +601,7 @@ from litellm.proxy.utils import ( update_spend, ) from litellm.proxy.video_endpoints.endpoints import router as video_router +from litellm.repositories.base_repository import SupportsModelDump from litellm.repositories.credentials_repository import CredentialsRepository from litellm.router import ( AssistantsTypedDict, @@ -870,6 +876,18 @@ async def proxy_shutdown_event(): cleanup_router_config_variables() +_AiohttpAddrInfo: TypeAlias = tuple[int | socket.AddressFamily, int | socket.SocketKind, int, str, tuple[object, ...]] + + +class _AiohttpConnectorKwargs(TypedDict, total=False): + keepalive_timeout: float + ttl_dns_cache: int + enable_cleanup_closed: bool + limit: int + limit_per_host: int + socket_factory: Callable[[_AiohttpAddrInfo], socket.socket] + + async def _initialize_shared_aiohttp_session(): """Initialize shared aiohttp session for connection reuse with connection limits.""" try: @@ -879,7 +897,7 @@ async def _initialize_shared_aiohttp_session(): _build_aiohttp_keepalive_socket_factory, ) - connector_kwargs: Final[dict[str, Any]] = { + connector_kwargs: Final[_AiohttpConnectorKwargs] = { "keepalive_timeout": AIOHTTP_KEEPALIVE_TIMEOUT, "ttl_dns_cache": AIOHTTP_TTL_DNS_CACHE, } @@ -1234,7 +1252,7 @@ async def proxy_startup_event(app: FastAPI): await proxy_shutdown_event() -def _generate_stable_operation_id(route: Any) -> str: +def _generate_stable_operation_id(route: "APIRoute") -> str: operation_id = re.sub(r"\W", "_", f"{route.name}{route.path_format}") route_methods: Final = sorted(route.methods or []) if len(route_methods) == 1: @@ -1493,7 +1511,7 @@ async def openai_exception_handler(request: Request, exc: ProxyException): def _close_dangling_otel_server_span(request: Request, status_code: int, exc: Exception | None = None) -> None: - parent_otel_span: Final = getattr(request.state, "parent_otel_span", None) + parent_otel_span: Final[_Span | None] = getattr(request.state, "parent_otel_span", None) if parent_otel_span is None: return if open_telemetry_logger is None: @@ -1536,17 +1554,80 @@ async def management_problem_exception_handler(request: Request, exc: Management return problem_response(exc.problem) +class _ConfigParamRow(Protocol): + param_name: str + param_value: Mapping[str, JsonValue] | None + + +class _ConfigOverridesRow(Protocol): + config_value: Mapping[str, JsonValue] | None + + +class _SSOConfigRow(Protocol): + sso_settings: MutableMapping[str, object] + + +class _UISettingsRow(Protocol): + ui_settings: Mapping[str, object] | str | None + + +class _InvitationLinkRow(Protocol): + user_id: str + expires_at: datetime + is_accepted: bool + accepted_at: datetime | None + created_by: str + + +class _UserTableRow(Protocol): + user_id: str + user_email: str | None + user_role: str + + +class _ModelTableRow(Protocol): + model_id: str | None + created_by: str | None + + +class _TTFTRow(TypedDict): + api_base: str + model: str + time_to_first_token: float + request_id: str + day: str + + +class _LatencyRow(TypedDict): + api_base: str | None + model: str + day: str + avg_latency_per_token: float + + +class _ExceptionRow(TypedDict, total=False): + combined_model_api_base: str + total_exceptions: int + exception_counts: Mapping[str, int] + + +class _ValidationErrorDetail(TypedDict): + loc: tuple[int | str, ...] + msg: str + + @app.exception_handler(RequestValidationError) async def otel_request_validation_exception_handler(request: Request, exc: RequestValidationError): if request.url.path.startswith(MANAGEMENT_V1_PREFIX): _close_dangling_otel_server_span(request, 400, exc=exc) + validation_errors: Final[Sequence[_ValidationErrorDetail]] = exc.errors() return problem_response( ProblemDetail( type=f"{PROBLEM_TYPE_BASE}invalid-query-parameter", title="Invalid query parameter", status=400, detail="; ".join( - f"{'.'.join(str(part) for part in error['loc'][1:])}: {error['msg']}" for error in exc.errors() + f"{'.'.join(str(part) for part in error['loc'][1:])}: {error['msg']}" for error in validation_errors ) or "The request query parameters are invalid.", ) @@ -2150,13 +2231,14 @@ db_writer_client: AsyncHTTPHandler | None = None ### logger ### -def _resolve_typed_dict_type(typ): +def _resolve_typed_dict_type(typ: object): """Resolve the actual TypedDict class from a potentially wrapped type.""" from typing_extensions import _TypedDictMeta - origin: Final = get_origin(typ) + origin: Final[object] = get_origin(typ) if origin is Union or origin is UnionType: # Check if it's a Union (like Optional) - for arg in get_args(typ): + union_args: Final[tuple[object, ...]] = get_args(typ) + for arg in union_args: if isinstance(arg, _TypedDictMeta): return arg elif isinstance(typ, type) and isinstance(typ, dict): @@ -2164,12 +2246,13 @@ def _resolve_typed_dict_type(typ): return None -def _resolve_pydantic_type(typ) -> list: +def _resolve_pydantic_type(typ: object) -> list: """Resolve the actual TypedDict class from a potentially wrapped type.""" - origin: Final = get_origin(typ) + origin: Final[object] = get_origin(typ) typs: Final = [] if origin is Union or origin is UnionType: # Check if it's a Union (like Optional) - for arg in get_args(typ): + union_args: Final[tuple[object, ...]] = get_args(typ) + for arg in union_args: if arg is not None and "NoneType" not in str(arg): typs.append(arg) elif isinstance(typ, type) and isinstance(typ, BaseModel): @@ -2499,7 +2582,7 @@ async def increment_spend_counters( increment=cost, ) - key_obj: Final = await user_api_key_cache.async_get_cache(key=hashed_token) + key_obj: Final[object] = await user_api_key_cache.async_get_cache(key=hashed_token) if key_obj is None: return key_budget_limits = getattr(key_obj, "budget_limits", None) or ( @@ -2530,7 +2613,7 @@ async def increment_spend_counters( increment=cost, ) - team_obj: Final = await user_api_key_cache.async_get_cache(key=f"team_id:{scope_team_id}") + team_obj: Final[object] = await user_api_key_cache.async_get_cache(key=f"team_id:{scope_team_id}") if team_obj is None: return team_budget_limits = getattr(team_obj, "budget_limits", None) or ( @@ -2824,7 +2907,7 @@ async def _ensure_window_spend_counter_initialized( async def _is_spend_counter_cache_warm(counter_key: str) -> bool: if spend_counter_cache.redis_cache is not None: try: - current_value: Final = await spend_counter_cache.redis_cache.async_get_cache( + current_value: Final[object] = await spend_counter_cache.redis_cache.async_get_cache( key=counter_key, ) if current_value is None: @@ -2896,7 +2979,7 @@ async def update_cache( Put any alerting logic in here. """ - values_to_update_in_cache: Final[list[tuple[Any, Any]]] = [] + values_to_update_in_cache: Final[list[tuple[str, object]]] = [] ### UPDATE KEY SPEND ### async def _update_key_cache(token: str, response_cost: float): @@ -4108,7 +4191,9 @@ class ProxyConfig: if prisma_client is None or not (general_settings.get("store_model_in_db", False) is True or store_model_in_db): return - row = await ConfigRepository(prisma_client).table.find_first(where={"param_name": "environment_variables"}) + row: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( + where={"param_name": "environment_variables"} + ) existing: Final[dict] = dict(row.param_value) if row is not None and row.param_value is not None else {} to_set: Final = {k: v for k, v in updates.items() if v is not None} @@ -5906,7 +5991,7 @@ class ProxyConfig: 4. Update router settings """ if llm_router is not None and prisma_client is not None: - db_router_settings: Final = await ConfigRepository(prisma_client).table.find_first( + db_router_settings: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( where={"param_name": "router_settings"} ) @@ -6391,7 +6476,9 @@ class ProxyConfig: new_models=new_models, proxy_logging_obj=proxy_logging_obj ) - db_general_settings: Final = await get_config_param(prisma_client, "general_settings") + db_general_settings: Final[_ConfigParamRow | None] = await get_config_param( + prisma_client, "general_settings" + ) # update general settings if db_general_settings is not None: @@ -6587,7 +6674,7 @@ class ProxyConfig: """ try: - sso_settings: Final = await call_with_db_reconnect_retry( + sso_settings: Final[_SSOConfigRow | None] = await call_with_db_reconnect_retry( prisma_client, lambda: SSOConfigRepository(prisma_client).table.find_unique(where={"id": "sso_config"}), reason="init_sso_settings_in_db_lookup_failure", @@ -6618,7 +6705,7 @@ class ProxyConfig: ) try: - db_record: Final = await call_with_db_reconnect_retry( + db_record: Final[_ConfigOverridesRow | None] = await call_with_db_reconnect_retry( prisma_client, lambda: ConfigOverridesRepository(prisma_client).table.find_unique( where={"config_type": "hashicorp_vault"} @@ -6836,7 +6923,7 @@ class ProxyConfig: from litellm.types.prompts.init_prompts import PromptSpec try: - prompts_in_db: Final = await PromptRepository(prisma_client).table.find_many() + prompts_in_db: Final[Sequence[object]] = await PromptRepository(prisma_client).table.find_many() for prompt in prompts_in_db: # Convert DB object to dict and create versioned prompt_id prompt_spec = self._get_prompt_spec_for_db_prompt(db_prompt=prompt) @@ -8448,7 +8535,9 @@ class ProxyStartupEvent: if prisma_client is None: return - db_record: Final = await UISettingsRepository(prisma_client).table.find_unique(where={"id": "ui_settings"}) + db_record: Final[_UISettingsRow | None] = await UISettingsRepository(prisma_client).table.find_unique( + where={"id": "ui_settings"} + ) if db_record and db_record.ui_settings: raw: Final = db_record.ui_settings ui_settings: Final = json.loads(raw) if isinstance(raw, str) else dict(raw) @@ -8597,7 +8686,7 @@ class ProxyStartupEvent: # but YAML config has False. if store_model_in_db is not True and prisma_client is not None: try: - _db_gs_record: Final = await ConfigRepository(prisma_client).table.find_first( + _db_gs_record: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( where={"param_name": "general_settings"} ) if _db_gs_record is not None and isinstance(_db_gs_record.param_value, dict): @@ -9660,7 +9749,7 @@ async def chat_completion( completion_stream=_iterator, model=e.model, custom_llm_provider="cached_response", - logging_obj=_logging_obj, + logging_obj=validated_stream_logging_obj(_logging_obj), ) selected_data_generator = select_data_generator( response=_streaming_response, @@ -9677,6 +9766,7 @@ async def chat_completion( return _chat_response except RejectedRequestError as e: _data = e.request_data + _rejected_request_data: Final[dict[str, object]] = e.request_data await proxy_logging_obj.post_call_failure_hook( user_api_key_dict=user_api_key_dict, original_exception=e, @@ -9691,7 +9781,7 @@ async def chat_completion( completion_stream=_iterator, model=data.get("model", ""), custom_llm_provider="cached_response", - logging_obj=_data.get("litellm_logging_obj", None), + logging_obj=validated_stream_logging_obj(_rejected_request_data.get("litellm_logging_obj")), ) selected_data_generator = select_data_generator( response=_streaming_response, @@ -10441,7 +10531,7 @@ async def vertex_ai_live_passthrough_endpoint( None, description="Override the Vertex AI region (for example, 'us-central1').", ), - user_api_key_dict=Depends(user_api_key_auth_websocket), + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth_websocket), ): """ Vertex AI Live API WebSocket Pass-through Endpoint @@ -10489,7 +10579,7 @@ async def realtime_websocket_endpoint( None, description="Comma-separated list of guardrail names to apply to this request.", ), - user_api_key_dict=Depends(user_api_key_auth_websocket), + user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth_websocket), ): requested_protocols: Final = [ p.strip() for p in (websocket.headers.get("sec-websocket-protocol") or "").split(",") if p.strip() @@ -10521,7 +10611,7 @@ async def realtime_websocket_endpoint( # Only use explicit parameters, not all query params query_params: Final = cast(RealtimeQueryParams, dict(_realtime_query_params_template(model, intent))) - data: dict[str, Any] = { + data: dict[str, object] = { "model": route_model, "websocket": websocket, "query_params": query_params, # Only explicit params @@ -11654,7 +11744,7 @@ async def _check_if_model_is_user_added( id = model.get("model_info", {}).get("id", None) if id is None: continue - db_model = await ModelRepository(prisma_client).table.find_unique(where={"model_id": id}) + db_model: _ModelTableRow | None = await ModelRepository(prisma_client).table.find_unique(where={"model_id": id}) if db_model is not None: if db_model.created_by == user_api_key_dict.user_id: filtered_models.append(model) @@ -11838,7 +11928,7 @@ async def get_all_team_models( team_db_objects_typed: list[LiteLLM_TeamTable] = [] if user_teams == "*": - team_db_objects = await TeamRepository(prisma_client).table.find_many() + team_db_objects: Sequence[SupportsModelDump] = await TeamRepository(prisma_client).table.find_many() team_db_objects_typed = [ LiteLLM_TeamTable.model_validate(team_db_object.model_dump()) for team_db_object in team_db_objects ] @@ -11917,7 +12007,7 @@ async def _populate_team_access_on_models( user_teams = "*" direct_access_models = llm_router.get_model_ids(exclude_team_models=True) # has access to all models elif user_api_key_dict.user_id is not None: - user_db_object: Final = await UserRepository(prisma_client).table.find_unique( + user_db_object: Final[SupportsModelDump | None] = await UserRepository(prisma_client).table.find_unique( where={"user_id": user_api_key_dict.user_id} ) if user_db_object is not None: @@ -12473,7 +12563,9 @@ def _team_models_resolve_to_names(team_models: list[str], access_groups: dict[st async def _load_team_object_for_model_filter(team_id: str, prisma_client: PrismaClient) -> LiteLLM_TeamTable | None: """Load team row from DB; returns None if missing or on error.""" try: - team_db_object: Final = await TeamRepository(prisma_client).table.find_unique(where={"team_id": team_id}) + team_db_object: Final[SupportsModelDump | None] = await TeamRepository(prisma_client).table.find_unique( + where={"team_id": team_id} + ) if team_db_object is None: verbose_proxy_logger.warning("Team %s not found in database", team_id) return None @@ -12522,7 +12614,7 @@ async def _gather_team_accessible_model_ids( try: if team_object.models and SpecialModelNames.all_proxy_models.value not in team_object.models: _resolved_names: Final = _team_models_resolve_to_names(team_object.models, access_groups) - db_models: Final = await ModelRepository(prisma_client).table.find_many( + db_models: Final[Sequence[_ModelTableRow]] = await ModelRepository(prisma_client).table.find_many( where={"model_name": {"in": _resolved_names}} ) for db_model in db_models: @@ -12984,7 +13076,9 @@ async def model_streaming_metrics( """ _all_api_bases: Final = set() - db_response: Final = await prisma_client.db.query_raw(sql_query, _selected_model_group, startTime, endTime) + db_response: Final[Sequence[_TTFTRow] | None] = await prisma_client.db.query_raw( + sql_query, _selected_model_group, startTime, endTime + ) _daily_entries: dict = {} # {"Jun 23": {"model1": 0.002, "model2": 0.003}} if db_response is not None: for model_data in db_response: @@ -13106,7 +13200,7 @@ async def model_metrics( avg_latency_per_token DESC; """ _all_api_bases: Final = set() - db_response: Final = await prisma_client.db.query_raw( + db_response: Final[Sequence[_LatencyRow] | None] = await prisma_client.db.query_raw( sql_query, _selected_model_group, startTime, endTime, api_key, customer ) _daily_entries: dict = {} # {"Jun 23": {"model1": 0.002, "model2": 0.003}} @@ -13297,7 +13391,9 @@ async def model_metrics_exceptions( ORDER BY total_exceptions DESC LIMIT 200; """ - db_response: Final = await prisma_client.db.query_raw(sql_query, startTime, endTime, _selected_model_group, api_key) + db_response: Final[Sequence[_ExceptionRow] | None] = await prisma_client.db.query_raw( + sql_query, startTime, endTime, _selected_model_group, api_key + ) response: Final[list[dict]] = [] exception_types: Final = set() @@ -14459,7 +14555,9 @@ async def onboarding(invite_link: str, request: Request): detail={"error": CommonProxyErrors.db_not_connected_error.value}, ) - invite_obj: Final = await InvitationLinkRepository(prisma_client).table.find_unique(where={"id": invite_link}) + invite_obj: Final[_InvitationLinkRow | None] = await InvitationLinkRepository(prisma_client).table.find_unique( + where={"id": invite_link} + ) if invite_obj is None: raise HTTPException(status_code=401, detail={"error": "Invitation link does not exist in db."}) #### CHECK IF EXPIRED @@ -14477,7 +14575,9 @@ async def onboarding(invite_link: str, request: Request): ) ### GET USER OBJECT ### - user_obj: Final = await UserRepository(prisma_client).table.find_unique(where={"user_id": invite_obj.user_id}) + user_obj: Final[_UserTableRow | None] = await UserRepository(prisma_client).table.find_unique( + where={"user_id": invite_obj.user_id} + ) if user_obj is None: raise HTTPException(status_code=401, detail={"error": "User does not exist in db."}) @@ -14649,7 +14749,9 @@ async def claim_onboarding_link(data: InvitationClaim, request: Request): detail={"error": CommonProxyErrors.db_not_connected_error.value}, ) - invite_obj = await InvitationLinkRepository(prisma_client).table.find_unique(where={"id": data.invitation_link}) + invite_obj: Final[_InvitationLinkRow | None] = await InvitationLinkRepository(prisma_client).table.find_unique( + where={"id": data.invitation_link} + ) if invite_obj is None: raise HTTPException(status_code=401, detail={"error": "Invitation link does not exist in db."}) #### CHECK IF EXPIRED @@ -14704,7 +14806,7 @@ async def claim_onboarding_link(data: InvitationClaim, request: Request): ) ### UPDATE USER OBJECT ### - user_obj: Final = await tx.litellm_usertable.update( + user_obj: Final[_UserTableRow | None] = await tx.litellm_usertable.update( where={"user_id": invite_obj.user_id}, data={"password": hashed_pw} ) @@ -14930,7 +15032,7 @@ async def new_invitation(data: InvitationNew, user_api_key_dict: UserAPIKeyAuth detail={"error": "You can only create invitations for users in your organization or team."}, ) - response: Final = await create_invitation_for_user( + response: Final[object] = await create_invitation_for_user( data=data, user_api_key_dict=user_api_key_dict, ) @@ -14972,7 +15074,9 @@ async def invitation_info(invitation_id: str, user_api_key_dict: UserAPIKeyAuth detail={"error": f"{CommonProxyErrors.not_allowed_access.value}, your role={user_api_key_dict.user_role}"}, ) - response: Final = await InvitationLinkRepository(prisma_client).table.find_unique(where={"id": invitation_id}) + response: Final[object] = await InvitationLinkRepository(prisma_client).table.find_unique( + where={"id": invitation_id} + ) if response is None: raise HTTPException( @@ -15020,7 +15124,7 @@ async def invitation_update( ) current_time: Final = litellm.utils.get_utc_datetime() - response: Final = await InvitationLinkRepository(prisma_client).table.update( + response: Final[object] = await InvitationLinkRepository(prisma_client).table.update( where={"id": data.invitation_id}, data={ "id": data.invitation_id, @@ -15086,7 +15190,9 @@ async def invitation_delete( # Org admins can only delete invitations they created if is_other_admin and not is_proxy_admin: - invitation = await InvitationLinkRepository(prisma_client).table.find_unique(where={"id": data.invitation_id}) + invitation: Final[_InvitationLinkRow | None] = await InvitationLinkRepository(prisma_client).table.find_unique( + where={"id": data.invitation_id} + ) if invitation is None: raise HTTPException( status_code=400, @@ -15098,7 +15204,9 @@ async def invitation_delete( detail={"error": "Organization admins can only delete invitations they created."}, ) - response: Final = await InvitationLinkRepository(prisma_client).table.delete(where={"id": data.invitation_id}) + response: Final[object] = await InvitationLinkRepository(prisma_client).table.delete( + where={"id": data.invitation_id} + ) if response is None: raise HTTPException( @@ -15136,7 +15244,9 @@ async def update_config( raise Exception("No DB Connected") async def _read_section(param_name: str) -> dict: - row: Final = await ConfigRepository(prisma_client).table.find_first(where={"param_name": param_name}) + row: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( + where={"param_name": param_name} + ) if row is None or row.param_value is None: return {} return dict(row.param_value) @@ -15159,7 +15269,7 @@ async def update_config( if config_info.general_settings is not None: existing = await _read_section("general_settings") before_general_settings: Final = copy.deepcopy(existing) - updates = config_info.general_settings.dict(exclude_none=True) + updates: Mapping[str, JsonValue] = config_info.general_settings.dict(exclude_none=True) for k, v in updates.items(): if k == "alert_to_webhook_url": if "alerting" not in existing: @@ -15599,7 +15709,7 @@ async def get_config_general_settings( ) ## get general settings from db - db_general_settings: Final = await ConfigRepository(prisma_client).table.find_first( + db_general_settings: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( where={"param_name": "general_settings"} ) ### pop the value @@ -15788,12 +15898,12 @@ async def get_config_list( is_full_admin: Final = user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN ## get general settings from db - db_general_settings: Final = await ConfigRepository(prisma_client).table.find_first( + db_general_settings: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( where={"param_name": "general_settings"} ) if db_general_settings is not None and db_general_settings.param_value is not None: - db_general_settings_dict = dict(db_general_settings.param_value) + db_general_settings_dict: Mapping[str, JsonValue] = dict(db_general_settings.param_value) else: db_general_settings_dict = {} @@ -15884,7 +15994,7 @@ async def get_config_list( ) return_val.append(_response_obj) - db_litellm_settings_row: Final = await ConfigRepository(prisma_client).table.find_first( + db_litellm_settings_row: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( where={"param_name": "litellm_settings"} ) db_litellm_settings: Final[dict] = ( @@ -15961,7 +16071,7 @@ async def delete_config_general_settings( ) ## get general settings from db - db_general_settings: Final = await ConfigRepository(prisma_client).table.find_first( + db_general_settings: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_first( where={"param_name": "general_settings"} ) ### pop the value @@ -16528,7 +16638,7 @@ async def reload_anthropic_beta_headers( last_anthropic_beta_headers_reload = current_time.isoformat() # Set force reload flag in database for other pods, preserving existing interval_hours - existing_beta_config: Final = await ConfigRepository(prisma_client).table.find_unique( + existing_beta_config: Final[_ConfigParamRow | None] = await ConfigRepository(prisma_client).table.find_unique( where={"param_name": "anthropic_beta_headers_reload_config"} ) existing_beta_interval = None @@ -17116,7 +17226,7 @@ async def _is_mcp_access_group_cached(name: str) -> bool: ) cache_key: Final = f"mcp_access_group_exists:{name}" - cached: Final = await user_api_key_cache.async_get_cache(key=cache_key) + cached: Final[object] = await user_api_key_cache.async_get_cache(key=cache_key) if cached is not None: return bool(cached) result: Final = bool(await MCPRequestHandler._get_mcp_servers_from_access_groups([name])) diff --git a/litellm/proxy/response_api_endpoints/endpoints.py b/litellm/proxy/response_api_endpoints/endpoints.py index 3e5a9f2fb3b..ee430a41b42 100644 --- a/litellm/proxy/response_api_endpoints/endpoints.py +++ b/litellm/proxy/response_api_endpoints/endpoints.py @@ -497,7 +497,10 @@ async def cursor_chat_completions( from litellm.completion_extras.litellm_responses_transformation.handler import ( responses_api_bridge, ) - from litellm.litellm_core_utils.streaming_handler import CustomStreamWrapper + from litellm.litellm_core_utils.streaming_handler import ( + CustomStreamWrapper, + validated_stream_logging_obj, + ) from litellm.proxy.proxy_server import ( async_data_generator, chat_completion, @@ -545,7 +548,7 @@ async def cursor_chat_completions( processor: Final = ProxyBaseLLMRequestProcessing(data=data) - def cursor_data_generator(response, user_api_key_dict, request_data, request=None): + def cursor_data_generator(response, user_api_key_dict, request_data: dict[str, object], request=None): """ Custom generator that transforms Responses API streaming chunks to chat completion chunks. @@ -579,7 +582,7 @@ async def cursor_chat_completions( completion_stream=completion_stream, model=request_data.get("model", ""), custom_llm_provider=None, - logging_obj=logging_obj, + logging_obj=validated_stream_logging_obj(logging_obj), ) # Use async_data_generator to format as SSE return async_data_generator( diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index dd0c57aa911..fa24846268a 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -15,7 +15,7 @@ from dataclasses import dataclass, field from datetime import date, datetime, timedelta, timezone from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText -from typing import TYPE_CHECKING, Any, ClassVar, Final, Literal, Optional, Union, cast, overload +from typing import TYPE_CHECKING, Any, ClassVar, Final, Literal, Optional, TypeVar, Union, cast, overload from litellm import _custom_logger_compatible_callbacks_literal from litellm.constants import ( @@ -163,23 +163,26 @@ if TYPE_CHECKING: from mcp.types import CallToolResult from opentelemetry.trace import Span as _Span from prisma.client import TransactionManager + from prisma.types import HttpConfig from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj from litellm.models.team import LiteLLM_TeamTableCachedObj from litellm.proxy.db.autorouter_session_rollup import AutoRouterTurnTransaction from litellm.proxy.db.spend_log_tool_index import ToolUsageTransaction - Span = _Span | Any + Span = _Span | object else: Span = Any +_T: Final = TypeVar("_T") + unified_guardrail: Final = UnifiedLLMGuardrails() NON_OPENAI_STREAM_GUARDRAIL_TRANSLATION_CALL_TYPES: "frozenset[CallTypes]" = frozenset({CallTypes.anthropic_messages}) -def print_verbose(print_statement): +def print_verbose(print_statement: object): """ Prints the given `print_statement` to the console if `litellm.set_verbose` is True. Also logs the `print_statement` at the debug level using `verbose_proxy_logger`. @@ -227,10 +230,10 @@ class InternalUsageCache: async def async_get_cache( self, - key, + key: str, litellm_parent_otel_span: Span | None, local_only: bool = False, - **kwargs, + **kwargs: object, ) -> Any: return await self.dual_cache.async_get_cache( key=key, @@ -241,11 +244,11 @@ class InternalUsageCache: async def async_set_cache( self, - key, - value, + key: str, + value: object, litellm_parent_otel_span: Span | None, local_only: bool = False, - **kwargs, + **kwargs: object, ) -> None: return await self.dual_cache.async_set_cache( key=key, @@ -257,10 +260,10 @@ class InternalUsageCache: async def async_batch_set_cache( self, - cache_list: list, + cache_list: list[tuple[str, object]], litellm_parent_otel_span: Span | None, local_only: bool = False, - **kwargs, + **kwargs: object, ) -> None: return await self.dual_cache.async_set_cache_pipeline( cache_list=cache_list, @@ -271,19 +274,19 @@ class InternalUsageCache: async def async_batch_get_cache( self, - keys: list, + keys: Sequence[str | None], parent_otel_span: Span | None = None, local_only: bool = False, ): return await self.dual_cache.async_batch_get_cache( - keys=keys, + keys=list(keys), parent_otel_span=parent_otel_span, local_only=local_only, ) async def async_increment_cache( self, - key, + key: str, value: float, litellm_parent_otel_span: Span | None, local_only: bool = False, @@ -299,10 +302,10 @@ class InternalUsageCache: def set_cache( self, - key, - value, + key: str, + value: object, local_only: bool = False, - **kwargs, + **kwargs: object, ) -> None: return self.dual_cache.set_cache( key=key, @@ -313,9 +316,9 @@ class InternalUsageCache: def get_cache( self, - key, + key: str, local_only: bool = False, - **kwargs, + **kwargs: object, ) -> Any: return self.dual_cache.get_cache( key=key, @@ -338,7 +341,7 @@ def _accepts_litellm_call_info(cb: CustomLogger) -> bool: return _CALLBACK_ACCEPTS_CALL_INFO[key] -def _enrich_http_exception_with_guardrail_context(exc: BaseException, callback: Any) -> None: +def _enrich_http_exception_with_guardrail_context(exc: BaseException, callback: object) -> None: """ If `exc` is an HTTPException with a dict `detail`, mutate it in place to add `guardrail_name` and `guardrail_mode` taken from the callback instance. @@ -391,7 +394,7 @@ class _CallbackCapabilities: # Resolved CustomLogger callbacks in original order. Pre-resolving once # avoids the per-request ``get_custom_logger_compatible_class`` walk for # every string entry in ``litellm.callbacks``. - resolved_callbacks: tuple[Any, ...] = field(default_factory=tuple) + resolved_callbacks: tuple[object, ...] = field(default_factory=tuple) class ProxyLogging: @@ -674,7 +677,7 @@ class ProxyLogging: return synthetic_data - def _convert_llm_result_to_mcp_response(self, llm_result, request_obj) -> Any | None: + def _convert_llm_result_to_mcp_response(self, llm_result, request_obj) -> MCPPreCallResponseObject | None: """ Convert LLM guardrail result back to MCP response format. """ @@ -800,7 +803,7 @@ class ProxyLogging: verbose_proxy_logger.error("Error in manual argument parsing: %s", e) return None - def _convert_llm_result_to_mcp_during_response(self, llm_result, request_obj) -> Any | None: + def _convert_llm_result_to_mcp_during_response(self, llm_result, request_obj) -> MCPDuringCallResponseObject | None: """ Convert LLM guardrail result back to MCP during call response format. """ @@ -846,7 +849,7 @@ class ProxyLogging: self, response: MCPPreCallResponseObject, original_request: MCPPreCallRequestObject, - ) -> dict[str, Any]: + ) -> Mapping[str, object]: """ Parse the response from the pre_mcp_tool_call_hook @@ -949,8 +952,8 @@ class ProxyLogging: data: dict, user_api_key_dict: UserAPIKeyAuth | None, call_type: CallTypesLiteral, - response: Any | None = None, - ) -> Any: + response: LLMResponseTypes | None = None, + ) -> object: """ Execute a single guardrail's hook. @@ -1004,8 +1007,8 @@ class ProxyLogging: data: dict, user_api_key_dict: UserAPIKeyAuth | None, call_type: CallTypesLiteral, - response: Any | None = None, - ) -> Any: + response: LLMResponseTypes | None = None, + ) -> object: """ Execute a guardrail using the router's load balancing. @@ -1140,8 +1143,8 @@ class ProxyLogging: self, data: dict, litellm_logging_obj: Any, - prompt_id: Any, - prompt_version: Any, + prompt_id: str, + prompt_version: int | None, call_type: CallTypesLiteral, ) -> None: """Process prompt template if applicable.""" @@ -1362,8 +1365,8 @@ class ProxyLogging: return None litellm_logging_obj: Final = cast(Optional["LiteLLMLoggingObj"], data.get("litellm_logging_obj", None)) - prompt_id: Final = data.get("prompt_id", None) - prompt_version: Final = data.get("prompt_version", None) + prompt_id: Final[str | None] = data.get("prompt_id", None) + prompt_version: Final[int | None] = data.get("prompt_version", None) ## PROMPT TEMPLATE CHECK ## @@ -1444,7 +1447,7 @@ class ProxyLogging: if call_type == "call_mcp_tool" and user_api_key_dict is None: continue - response = await _callback.async_pre_call_hook( + response: Exception | str | Mapping[str, object] | None = await _callback.async_pre_call_hook( user_api_key_dict=user_api_key_dict, cache=self.call_details["user_api_key_cache"], data=data, @@ -1612,7 +1615,7 @@ class ProxyLogging: break @staticmethod - async def _run_guardrail_with_metrics(callback: Any, coro: Awaitable[Any], hook_type: str) -> Any: + async def _run_guardrail_with_metrics(callback: object, coro: Awaitable[_T], hook_type: str) -> _T: """ Await `coro`, recording its latency and status to the `litellm_guardrail_latency_seconds` metric under `hook_type`, and @@ -1644,8 +1647,8 @@ class ProxyLogging: @staticmethod async def _wrap_streaming_iterator_with_enrichment( - callback: Any, gen: AsyncGenerator[Any, None] - ) -> AsyncGenerator[Any, None]: + callback: object, gen: AsyncGenerator[_T, None] + ) -> AsyncGenerator[_T, None]: """ Yield from `gen`; if iteration raises an HTTPException with dict detail, enrich the detail with the originating callback's `guardrail_name` and @@ -1690,11 +1693,11 @@ class ProxyLogging: has_guardrail = False has_pre_call_override = False iterator_overrides: Final[list[tuple[Any, str]]] = [] # (callback, kind) - resolved_callbacks: Final[list[Any]] = [] + resolved_callbacks: Final[list[CustomLogger]] = [] for callback in callbacks: if isinstance(callback, str): - resolved: Any = litellm.litellm_core_utils.litellm_logging.get_custom_logger_compatible_class( + resolved = litellm.litellm_core_utils.litellm_logging.get_custom_logger_compatible_class( cast(_custom_logger_compatible_callbacks_literal, callback) ) else: @@ -2539,7 +2542,7 @@ class ProxyLogging: self, data: dict, user_api_key_dict: UserAPIKeyAuth, - response: Any, + response: object, request_headers: dict[str, str] | None = None, ) -> dict[str, str]: """ @@ -2595,7 +2598,7 @@ class ProxyLogging: return merged_headers @staticmethod - def _build_litellm_call_info(data: dict, response: Any) -> dict[str, Any]: + def _build_litellm_call_info(data: dict, response: object) -> dict[str, object]: """ Build a normalized dict of routing metadata from response._hidden_params and data, abstracting away the metadata vs litellm_metadata split. @@ -2872,7 +2875,7 @@ _DEPRECATED_KEY_CACHE_TTL_SECONDS: Final = 60 async def _lookup_deprecated_key( - db: Any, + db: PrismaWrapper | RoutingPrismaWrapper, hashed_token: str, ) -> str | None: """ @@ -2940,7 +2943,7 @@ def _config_cache_key(param_name: str) -> str: return f"litellm_config:param:{param_name}" -def _pack_config_row(row: Any) -> dict[str, Any]: +def _pack_config_row(row: Any) -> dict[str, object]: return {"param_name": row.param_name, "param_value": row.param_value} @@ -2952,7 +2955,7 @@ def _unpack_config_row(cached: Any) -> _ConfigRow | None: return None -async def get_config_param(prisma_client: Any, param_name: str) -> Any | None: +async def get_config_param(prisma_client: "PrismaClient", param_name: str) -> Any | None: """Cached read of a LiteLLM_Config row; returns row, _ConfigRow shim, or None.""" cache_key: Final = _config_cache_key(param_name) cached: Final = await litellm_config_cache.async_get_cache(cache_key) @@ -2960,7 +2963,7 @@ async def get_config_param(prisma_client: Any, param_name: str) -> Any | None: return _unpack_config_row(cached) row: Final = await prisma_client.get_generic_data(key="param_name", value=param_name, table_name="config") - cache_value: Final[Any] = _pack_config_row(row) if row is not None else _CONFIG_CACHE_MISS + cache_value: Final[Mapping[str, object] | str] = _pack_config_row(row) if row is not None else _CONFIG_CACHE_MISS await litellm_config_cache.async_set_cache(cache_key, cache_value, ttl=LITELLM_CONFIG_CACHE_TTL_SECONDS) return row @@ -2975,7 +2978,7 @@ async def invalidate_config_param(param_name: str) -> None: await publish_config_param_change(param_name) -async def prefetch_config_params(prisma_client: Any, param_names: list[str]) -> None: +async def prefetch_config_params(prisma_client: "PrismaClient | None", param_names: list[str]) -> None: """Batch-load LiteLLM_Config rows into the cache with one find_many.""" if not param_names: return @@ -2990,7 +2993,7 @@ async def prefetch_config_params(prisma_client: Any, param_names: list[str]) -> by_name: Final = {row.param_name: row for row in rows} for name in param_names: row = by_name.get(name) - cache_value: Any = _pack_config_row(row) if row is not None else _CONFIG_CACHE_MISS + cache_value: Mapping[str, object] | str = _pack_config_row(row) if row is not None else _CONFIG_CACHE_MISS await litellm_config_cache.async_set_cache( _config_cache_key(name), cache_value, ttl=LITELLM_CONFIG_CACHE_TTL_SECONDS ) @@ -3017,7 +3020,7 @@ class PrismaClient: self, database_url: str, proxy_logging_obj: ProxyLogging, - http_client: Any | None = None, + http_client: "HttpConfig | None" = None, ): ## init logging object self.proxy_logging_obj = proxy_logging_obj @@ -3309,7 +3312,7 @@ class PrismaClient: async def get_generic_data( self, key: str, - value: Any, + value: object, table_name: Literal["users", "keys", "config", "spend"], ): """ @@ -5494,7 +5497,7 @@ class ProxyUpdateSpend: prisma_client: PrismaClient, db_writer_client: AsyncHTTPHandler | None, proxy_logging_obj: ProxyLogging, - logs_to_process: list[dict[str, Any]] | None = None, + logs_to_process: list[dict[str, object]] | None = None, ): BATCH_SIZE: Final = 1000 # Preferred size of each batch to write to the database MAX_LOGS_PER_INTERVAL: Final = 10000 # Maximum number of logs to flush in a single interval @@ -6725,7 +6728,7 @@ def model_dump_with_preserved_fields( obj: Any, preserve_fields: list[str] | None = None, exclude_unset: bool = True, -) -> dict[str, Any]: +) -> dict[str, object]: """ Serialize a Pydantic model to a dictionary while preserving specific fields even if they are None. diff --git a/litellm/responses/main.py b/litellm/responses/main.py index 7b02c1b8023..e0af363b1a5 100644 --- a/litellm/responses/main.py +++ b/litellm/responses/main.py @@ -1,6 +1,6 @@ import asyncio import contextvars -from collections.abc import Coroutine, Iterable +from collections.abc import Coroutine, Iterable, Mapping from functools import partial from typing import TYPE_CHECKING, Any, Final, Literal, Optional, cast @@ -53,6 +53,7 @@ from litellm.utils import ( ) if TYPE_CHECKING: + from fastapi import WebSocket from mcp.types import Tool as MCPTool else: MCPTool = Any @@ -66,7 +67,7 @@ litellm_completion_transformation_handler: Final = LiteLLMCompletionTransformati ################################################# -def _has_file_search_tool(tools: Any | None) -> bool: +def _has_file_search_tool(tools: Iterable[Mapping[str, object]] | None) -> bool: """Return True if any tool in the list has type 'file_search'.""" if not tools: return False @@ -132,7 +133,7 @@ async def aresponses_api_with_mcp( instructions: str | None = None, max_output_tokens: int | None = None, prompt: PromptObject | None = None, - metadata: dict[str, Any] | None = None, + metadata: dict[str, object] | None = None, parallel_tool_calls: bool | None = None, previous_response_id: str | None = None, reasoning: Reasoning | None = None, @@ -148,9 +149,9 @@ async def aresponses_api_with_mcp( user: str | None = None, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, @@ -397,7 +398,7 @@ async def aresponses( instructions: str | None = None, max_output_tokens: int | None = None, prompt: PromptObject | None = None, - metadata: dict[str, Any] | None = None, + metadata: dict[str, object] | None = None, parallel_tool_calls: bool | None = None, previous_response_id: str | None = None, reasoning: Reasoning | None = None, @@ -416,9 +417,9 @@ async def aresponses( safety_identifier: str | None = None, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, @@ -564,9 +565,9 @@ def _apply_prompt_management_to_responses_call( custom_llm_provider: str | None, litellm_logging_obj: LiteLLMLoggingObj | None, kwargs: dict[str, Any], - local_vars: dict[str, Any], + local_vars: dict[str, object], ) -> tuple[str | ResponseInputParam, str, str | None]: - async_merged: Final = kwargs.pop("_async_prompt_merged_params", None) + async_merged: Final[Mapping[str, object] | None] = kwargs.pop("_async_prompt_merged_params", None) if async_merged is not None: for key, value in async_merged.items(): local_vars[key] = value @@ -633,7 +634,7 @@ def _normalize_openai_chat_completions_responses_model(model: str) -> tuple[str, return f"openai/{remainder}", True -def _pop_use_chat_completions_api_kw(kwargs: dict[str, Any]) -> bool: +def _pop_use_chat_completions_api_kw(kwargs: dict[str, object]) -> bool: """Pop use_chat_completions_api; True when the chat-completions bridge is requested.""" use_cc: Final = kwargs.pop("use_chat_completions_api", None) return bool(use_cc) @@ -643,7 +644,7 @@ def _resolve_model_provider_for_responses( model: str, custom_llm_provider: str | None, litellm_params: GenericLiteLLMParams, - local_vars: dict[str, Any], + local_vars: dict[str, object], ) -> tuple[str, str | None]: if custom_llm_provider is not None and not litellm_params.custom_llm_provider: litellm_params.custom_llm_provider = custom_llm_provider @@ -668,7 +669,7 @@ def _apply_managed_file_id_mapping( input: str | ResponseInputParam, tools: Iterable[ToolParam] | None, kwargs: dict[str, Any], - local_vars: dict[str, Any], + local_vars: dict[str, object], ) -> tuple[str | ResponseInputParam, Iterable[ToolParam] | None]: model_file_id_mapping: Final = kwargs.get("model_file_id_mapping") model_info_id = kwargs.get("model_info", {}).get("id") if isinstance(kwargs.get("model_info"), dict) else None @@ -706,7 +707,7 @@ def _responses_try_dispatch_mcp_gateway( instructions: str | None, max_output_tokens: int | None, prompt: PromptObject | None, - metadata: dict[str, Any] | None, + metadata: dict[str, object] | None, parallel_tool_calls: bool | None, previous_response_id: str | None, reasoning: Reasoning | None, @@ -719,9 +720,9 @@ def _responses_try_dispatch_mcp_gateway( top_p: float | None, truncation: Literal["auto", "disabled"] | None, user: str | None, - extra_headers: dict[str, Any] | None, - extra_query: dict[str, Any] | None, - extra_body: dict[str, Any] | None, + extra_headers: dict[str, object] | None, + extra_query: dict[str, object] | None, + extra_body: dict[str, object] | None, timeout: float | httpx.Timeout | None, custom_llm_provider: str | None, kwargs: dict[str, Any], @@ -778,7 +779,7 @@ def _responses_try_dispatch_emulated_file_search( instructions: str | None, max_output_tokens: int | None, prompt: PromptObject | None, - metadata: dict[str, Any] | None, + metadata: dict[str, object] | None, parallel_tool_calls: bool | None, previous_response_id: str | None, reasoning: Reasoning | None, @@ -795,14 +796,14 @@ def _responses_try_dispatch_emulated_file_search( safety_identifier: str | None, text_format: type[BaseModel] | dict | None, allowed_openai_params: list[str] | None, - extra_headers: dict[str, Any] | None, - extra_query: dict[str, Any] | None, - extra_body: dict[str, Any] | None, + extra_headers: dict[str, object] | None, + extra_query: dict[str, object] | None, + extra_body: dict[str, object] | None, timeout: float | httpx.Timeout | None, custom_llm_provider: str | None, kwargs: dict[str, Any], _is_async: bool, -) -> Any | None: +) -> ResponsesAPIResponse | Coroutine[object, object, ResponsesAPIResponse] | None: """Return a response when emulated file_search handles the call; otherwise None.""" if not _has_file_search_tool(tools) or not ( responses_api_provider_config is None @@ -864,7 +865,7 @@ def responses( instructions: str | None = None, max_output_tokens: int | None = None, prompt: PromptObject | None = None, - metadata: dict[str, Any] | None = None, + metadata: dict[str, object] | None = None, parallel_tool_calls: bool | None = None, previous_response_id: str | None = None, reasoning: Reasoning | None = None, @@ -883,9 +884,9 @@ def responses( safety_identifier: str | None = None, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, allowed_openai_params: list[str] | None = None, @@ -1148,9 +1149,9 @@ async def adelete_responses( response_id: str, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, @@ -1209,14 +1210,14 @@ def delete_responses( response_id: str, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, **kwargs, -) -> DeleteResponseResult | Coroutine[Any, Any, DeleteResponseResult]: +) -> DeleteResponseResult | Coroutine[object, object, DeleteResponseResult]: """ Synchronous version of the DELETE Responses API @@ -1299,9 +1300,9 @@ async def aget_responses( response_id: str, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, @@ -1374,14 +1375,14 @@ def get_responses( response_id: str, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, **kwargs, -) -> ResponsesAPIResponse | Coroutine[Any, Any, ResponsesAPIResponse]: +) -> ResponsesAPIResponse | Coroutine[object, object, ResponsesAPIResponse]: """ Fetch a response by its ID. @@ -1481,7 +1482,7 @@ async def alist_input_items( include: list[str] | None = None, limit: int = 20, order: Literal["asc", "desc"] = "desc", - extra_headers: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, custom_llm_provider: str | None = None, **kwargs, @@ -1537,11 +1538,11 @@ def list_input_items( include: list[str] | None = None, limit: int = 20, order: Literal["asc", "desc"] = "desc", - extra_headers: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, custom_llm_provider: str | None = None, **kwargs, -) -> dict | Coroutine[Any, Any, dict]: +) -> dict | Coroutine[object, object, dict]: """List input items for a response""" local_vars: Final = locals() try: @@ -1612,9 +1613,9 @@ async def acancel_responses( response_id: str, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, @@ -1673,14 +1674,14 @@ def cancel_responses( response_id: str, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, **kwargs, -) -> ResponsesAPIResponse | Coroutine[Any, Any, ResponsesAPIResponse]: +) -> ResponsesAPIResponse | Coroutine[object, object, ResponsesAPIResponse]: """ Synchronous version of the POST Responses API @@ -1766,9 +1767,9 @@ async def acompact_responses( previous_response_id: str | None = None, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, @@ -1844,14 +1845,14 @@ def compact_responses( previous_response_id: str | None = None, # Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs. # The extra values given here take precedence over values defined on the client or passed to this method. - extra_headers: dict[str, Any] | None = None, - extra_query: dict[str, Any] | None = None, - extra_body: dict[str, Any] | None = None, + extra_headers: dict[str, object] | None = None, + extra_query: dict[str, object] | None = None, + extra_body: dict[str, object] | None = None, timeout: float | httpx.Timeout | None = None, # LiteLLM specific params, custom_llm_provider: str | None = None, **kwargs, -) -> ResponsesAPIResponse | Coroutine[Any, Any, ResponsesAPIResponse]: +) -> ResponsesAPIResponse | Coroutine[object, object, ResponsesAPIResponse]: """ Synchronous version of the POST Compact Responses API @@ -1975,7 +1976,7 @@ def _build_litellm_metadata_for_ws(kwargs: dict) -> dict: @client async def _aresponses_websocket( model: str, - websocket: Any, + websocket: "WebSocket", api_base: str | None = None, api_key: str | None = None, timeout: float | None = None, diff --git a/litellm/responses/mcp/chat_completions_handler.py b/litellm/responses/mcp/chat_completions_handler.py index 49564dc7f07..38e6d07c626 100644 --- a/litellm/responses/mcp/chat_completions_handler.py +++ b/litellm/responses/mcp/chat_completions_handler.py @@ -233,7 +233,7 @@ async def acompletion_with_mcp( self.follow_up_iterator = None self.follow_up_exhausted = False - async def __aiter__(self): + def __aiter__(self): return self def _add_mcp_list_tools_to_chunk(self, chunk: ModelResponseStream) -> ModelResponseStream: @@ -497,12 +497,12 @@ async def acompletion_with_mcp( # Create a wrapper class that delegates to our custom iterator # We'll use a simple approach: just replace the __aiter__ method class MCPStreamWrapper(CustomStreamWrapper): - def __init__(self, original_wrapper, custom_iterator): + def __init__(self, original_wrapper: CustomStreamWrapper, custom_iterator: MCPStreamingIterator): # Initialize with the same parameters as original wrapper super().__init__( completion_stream=None, model=getattr(original_wrapper, "model", "unknown"), - logging_obj=getattr(original_wrapper, "logging_obj", None), + logging_obj=original_wrapper.logging_obj, custom_llm_provider=getattr(original_wrapper, "custom_llm_provider", None), stream_options=getattr(original_wrapper, "stream_options", None), make_call=getattr(original_wrapper, "make_call", None), diff --git a/litellm/responses/streaming_iterator.py b/litellm/responses/streaming_iterator.py index 2e1e1a44594..d7f6ece5cd1 100644 --- a/litellm/responses/streaming_iterator.py +++ b/litellm/responses/streaming_iterator.py @@ -9,7 +9,7 @@ from collections.abc import Awaitable, Callable, Mapping from datetime import datetime from functools import lru_cache from types import MappingProxyType -from typing import TYPE_CHECKING, Any, Final, Literal +from typing import TYPE_CHECKING, Any, Final, Literal, Protocol, runtime_checkable import httpx from openai._streaming import SSEDecoder @@ -313,8 +313,10 @@ class BaseResponsesAPIStreamingIterator: if encrypted_content and isinstance(encrypted_content, str): model_id: Final = _model_id_from_metadata(self.litellm_metadata) if model_id: - wrapped_content = ResponsesAPIRequestUtils._wrap_encrypted_content_with_model_id( - encrypted_content, model_id + wrapped_content: Final = ( + ResponsesAPIRequestUtils._wrap_encrypted_content_with_model_id( + encrypted_content, model_id + ) ) setattr(item, "encrypted_content", wrapped_content) @@ -336,7 +338,9 @@ class BaseResponsesAPIStreamingIterator: usage_obj: Final[ResponseAPIUsage | None] = getattr(response_obj, "usage", None) if usage_obj is not None: try: - cost: float | None = self.logging_obj._response_cost_calculator(result=response_obj) + cost: Final[float | None] = self.logging_obj._response_cost_calculator( + result=response_obj + ) if cost is not None: setattr(usage_obj, "cost", cost) except Exception: @@ -1029,6 +1033,16 @@ class CachedResponsesAPIStreamingIterator(BaseResponsesAPIStreamingIterator): return evt +@runtime_checkable +class _HasModelDump(Protocol): + def model_dump(self, *, exclude_none: bool = ...) -> Mapping[str, object]: ... + + +@runtime_checkable +class _HasModelDumpJson(Protocol): + def model_dump_json(self, *, exclude_none: bool = ...) -> str: ... + + def _dump_response_object(obj: Any) -> dict[str, Any]: if hasattr(obj, "model_dump"): return obj.model_dump() @@ -1358,7 +1372,7 @@ class ResponsesWebSocketStreaming: # response.create frame to prevent deployment-substitution attacks. self.authorized_model: str | None = authorized_model - def _should_store_event(self, event_obj: dict[str, object]) -> bool: + def _should_store_event(self, event_obj: Mapping[str, object]) -> bool: return event_obj.get("type") in RESPONSES_WS_LOGGED_EVENT_TYPES def _store_event(self, event: str | bytes | dict[str, object]) -> None: @@ -1636,7 +1650,7 @@ class ResponsesWebSocketStreaming: metadata: Final = self.request_data.get("metadata") raw_pii_tokens: Final = metadata.get("pii_tokens") if _is_json_object(metadata) else None - pii_tokens: Final[dict[str, str]] = raw_pii_tokens if _is_str_mapping(raw_pii_tokens) else {} + pii_tokens: Final[Mapping[str, str]] = raw_pii_tokens if _is_str_mapping(raw_pii_tokens) else {} if not pii_tokens: return response_str @@ -1883,11 +1897,11 @@ class ManagedResponsesWebSocketHandler: def _serialize_chunk(chunk: Any) -> str | None: """Serialize a streaming chunk to a JSON string for WebSocket transmission.""" try: - if hasattr(chunk, "model_dump_json"): + if isinstance(chunk, _HasModelDumpJson): return chunk.model_dump_json(exclude_none=True) - if hasattr(chunk, "model_dump"): + if isinstance(chunk, _HasModelDump): return json.dumps(chunk.model_dump(exclude_none=True), default=str) - if isinstance(chunk, dict): + if _is_json_object(chunk): return json.dumps(chunk, default=str) return json.dumps(str(chunk)) except Exception as exc: diff --git a/litellm/router.py b/litellm/router.py index 9cece2014af..acab3ccf54e 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -23,7 +23,7 @@ from collections import defaultdict from collections.abc import AsyncGenerator, Callable, Generator, Mapping, Sequence from functools import lru_cache from types import MappingProxyType -from typing import TYPE_CHECKING, Any, Final, Literal, Optional, TypeVar, Union, cast +from typing import TYPE_CHECKING, Any, Final, Literal, Optional, TypeAlias, TypeVar, Union, cast import anyio import httpx @@ -258,6 +258,14 @@ else: QualityRouter = Any PreRoutingHookResponse = Any +RouterStrategySelector: TypeAlias = ( + LeastBusyLoggingHandler + | LowestCostLoggingHandler + | LowestLatencyLoggingHandler + | LowestTPMLoggingHandler + | LowestTPMLoggingHandler_v2 +) + def _cost_value_as_float(value: str | float | None) -> float | None: if value is None: @@ -728,7 +736,7 @@ class Router: routing_strategy_args=routing_strategy_args, ) self._init_routing_groups(self._routing_groups_input) - self._override_selectors: dict[str, Any] = {} + self._override_selectors: dict[str, RouterStrategySelector | None] = {} self._override_selectors_lock = threading.Lock() self.access_groups = None ## USAGE TRACKING ## @@ -921,13 +929,13 @@ class Router: strategy: RoutingStrategy | str, routing_strategy_args: dict, register_callbacks: bool = True, - ) -> Any | None: + ) -> RouterStrategySelector | None: """ Constructs a strategy selector for a given strategy. Returns None for `simple-shuffle` (no selector needed) and unknown strategies. """ - selector: Any | None = None + selector: RouterStrategySelector | None = None match self._normalize_strategy(strategy): case RoutingStrategy.LEAST_BUSY.value: selector = LeastBusyLoggingHandler(router_cache=self.cache) @@ -964,7 +972,7 @@ class Router: return selector - def _unregister_router_selectors(self, selectors: list[Any]) -> None: + def _unregister_router_selectors(self, selectors: Sequence[object]) -> None: """ Drop router-owned strategy selectors from litellm's global callback lists by identity. Used before re-init (`routing_strategy_init` / @@ -1021,13 +1029,14 @@ class Router: `"default"` group, whose selectors are the `self._logger` attributes set up in `routing_strategy_init`. """ - self._unregister_router_selectors( - [sel for selectors in getattr(self, "_group_selectors", {}).values() for sel in selectors.values()] + group_selectors: Final[Mapping[str, Mapping[str, RouterStrategySelector]]] = getattr( + self, "_group_selectors", {} ) + self._unregister_router_selectors([sel for selectors in group_selectors.values() for sel in selectors.values()]) self._routing_groups: dict[str, RoutingGroup] = {} self._model_to_group: dict[str, str] = {} - self._group_selectors: dict[str, dict[str, Any]] = {} + self._group_selectors: dict[str, dict[str, RouterStrategySelector]] = {} if not groups_input: return @@ -1105,7 +1114,7 @@ class Router: return None return strategy - def _get_override_strategy_selector(self, strategy: str) -> Any | None: + def _get_override_strategy_selector(self, strategy: str) -> RouterStrategySelector | None: """ Returns the selector for a per-request strategy override. @@ -1126,7 +1135,9 @@ class Router: ) return self._override_selectors[strategy] - def _get_routing_context(self, model: str, request_kwargs: dict | None = None) -> tuple[str | None, Any | None]: + def _get_routing_context( + self, model: str, request_kwargs: dict | None = None + ) -> tuple[str | None, RouterStrategySelector | None]: """ Resolves the routing strategy and selector to use for the given model. @@ -1949,7 +1960,7 @@ class Router: return silent_kwargs - def _silent_experiment_completion(self, silent_model: str, messages: list[Any], **kwargs): + def _silent_experiment_completion(self, silent_model: str, messages: Sequence[Mapping[str, str]], **kwargs): """ Run a silent experiment in the background (thread). """ @@ -2299,7 +2310,7 @@ class Router: # in __init__ rather than declaring it as a class field, so # static narrowing doesn't expose it. Mirror the sync path # (_completion_streaming_iterator) and pull via getattr. - chat: Final = getattr(built, "usage", None) if built is not None else None + chat: Final[object | None] = getattr(built, "usage", None) if built is not None else None if chat is not None: # getattr-with-default because the test path may # substitute a SimpleNamespace lacking some fields; @@ -2393,7 +2404,7 @@ class Router: # ResponseOutputMessageParam, ...) — annotating as List[Dict[str, Any]] # rejects the list() spread of input_val. We cast the combined list to # ResponseInputParam at the return. - base: list[Any] + base: list[object] if isinstance(input_val, str): base = [ { @@ -2406,7 +2417,7 @@ class Router: base = list(input_val) else: base = [] - continuation: Final[list[Any]] = [ + continuation: Final[list[object]] = [ { "type": "message", "role": "developer", @@ -2783,7 +2794,7 @@ class Router: return SyncFallbackStreamWrapper(stream_with_fallbacks()) - async def _silent_experiment_acompletion(self, silent_model: str, messages: list[Any], **kwargs): + async def _silent_experiment_acompletion(self, silent_model: str, messages: Sequence[Mapping[str, str]], **kwargs): """ Run a silent experiment in the background. """ @@ -3039,7 +3050,7 @@ class Router: pass def _stamp_failed_deployment_id_with_effective_model_info( - self, exception: Exception, deployment: Mapping[str, Any], kwargs: Mapping[str, Any] + self, exception: Exception, deployment: Mapping[str, object], kwargs: Mapping[str, object] ) -> None: # A client-side-credential call gets a dynamic deployment id generated inside # _update_kwargs_with_deployment and stamped into kwargs["model_info"]; stamping @@ -3562,8 +3573,8 @@ class Router: model: str, priority: int, original_function: Callable, - args: tuple[Any, ...], - kwargs: dict[str, Any], + args: tuple[object, ...], + kwargs: dict[str, object], ): parent_otel_span: Final = _get_parent_otel_span_from_kwargs(kwargs) ### FLOW ITEM ### @@ -4651,7 +4662,7 @@ class Router: # fallback to the original reference for any non-picklable value. # The original_generic_function is preserved so the per-attempt # helper knows which underlying API to call on fallback. - fallback_kwargs: Final[dict[str, Any]] = kwargs.copy() + fallback_kwargs: Final[dict[str, object]] = kwargs.copy() if isinstance(fallback_kwargs.get("litellm_metadata"), dict): fallback_kwargs["litellm_metadata"] = safe_deep_copy(fallback_kwargs["litellm_metadata"]) if isinstance(fallback_kwargs.get("metadata"), dict): @@ -5698,7 +5709,7 @@ class Router: def sync_wrapper( custom_llm_provider: str | None = None, - client: Any | None = None, + client: object | None = None, **kwargs, ): return self._generic_api_call_with_fallbacks(original_function=original_function, **kwargs) @@ -5714,7 +5725,7 @@ class Router: def vector_store_sync_wrapper( custom_llm_provider: str | None = None, - client: Any | None = None, + client: object | None = None, **kwargs, ): if custom_llm_provider and "custom_llm_provider" not in kwargs: @@ -5736,7 +5747,7 @@ class Router: def vector_store_file_sync_wrapper( custom_llm_provider: str | None = None, - client: Any | None = None, + client: object | None = None, **kwargs, ): return original_function( @@ -5757,7 +5768,7 @@ class Router: def managed_agents_sync_wrapper( custom_llm_provider: str | None = None, - client: Any | None = None, + client: object | None = None, **kwargs, ): if custom_llm_provider and "custom_llm_provider" not in kwargs: @@ -7142,7 +7153,9 @@ class Router: except Exception as e: raise e - async def async_deployment_callback_on_failure(self, kwargs, completion_response: Any | None, start_time, end_time): + async def async_deployment_callback_on_failure( + self, kwargs, completion_response: object | None, start_time, end_time + ): """ Update RPM usage for a deployment """ @@ -7843,7 +7856,7 @@ class Router: continue if self._has_registered_strategy(self.adaptive_routers, model_name, tagged.tags): continue - adaptive_router = complexity_router._ensure_adaptive_router() + adaptive_router: AdaptiveRouter | None = complexity_router._ensure_adaptive_router() if adaptive_router is not None: self.adaptive_routers[model_name] = [ *self.adaptive_routers.get(model_name, []), @@ -8131,7 +8144,7 @@ class Router: self.provider_default_deployment_ids.append(deployment.model_info.id) _team_id: Final = deployment.model_info.get("team_id") - _team_public_model_name: Final = deployment.model_info.get("team_public_model_name") + _team_public_model_name: Final[str | None] = deployment.model_info.get("team_public_model_name") if _team_id is not None and _team_public_model_name is not None and "*" in _team_public_model_name: if _team_id not in self.team_pattern_routers: self.team_pattern_routers[_team_id] = PatternMatchRouter() @@ -9485,7 +9498,7 @@ class Router: async def set_response_headers( self, - response: Any, + response: object, model_group: str | None = None, request_kwargs: dict | None = None, ) -> Any: @@ -11318,7 +11331,7 @@ class Router: @staticmethod def _redact_prompt_text_if_needed( - request_kwargs: Mapping[str, Any], + request_kwargs: Mapping[str, object], routing_decision: StandardLoggingRoutingDecision, ) -> StandardLoggingRoutingDecision: """Drop verbatim prompt text from the record when message logging is redacted. @@ -11680,7 +11693,7 @@ class Router: flag. Used by credential-lookup helpers so passthrough file / batch endpoints cannot bypass the pause by resolving credentials directly. """ - model_info: Final = getattr(deployment, "model_info", None) + model_info: Final[object | None] = getattr(deployment, "model_info", None) if model_info is None: return False return getattr(model_info, "blocked", None) is True diff --git a/litellm/types/completion.py b/litellm/types/completion.py index 84c804e9910..c1c6cc9ed1c 100644 --- a/litellm/types/completion.py +++ b/litellm/types/completion.py @@ -217,7 +217,7 @@ class _CompletionDispatchContext: headers: dict hf_model_name: str | None kwargs: dict - litellm_params: dict + litellm_params: dict[str, object] logger_fn: Callable | None logging: LiteLLMLoggingObj max_retries: int | None diff --git a/litellm/utils.py b/litellm/utils.py index 87937c99a0c..e33c8c847d8 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -234,9 +234,11 @@ except (ImportError, AttributeError, TypeError): # Convert to str (if necessary) claude_json_str = json.dumps(json_data) import importlib.metadata -from collections.abc import Callable, Iterable, Mapping +from collections.abc import Callable, Iterable, Mapping, Sequence from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Union, cast, get_args +from litellm import utils as litellm_utils + # These are lazy loaded via __getattr__ from litellm.llms.base_llm.base_utils import ( BaseLLMModelInfo, @@ -263,6 +265,7 @@ if TYPE_CHECKING: map_finish_reason, process_response_headers, ) + from litellm.litellm_core_utils.credential_accessor import CredentialAccessor from litellm.litellm_core_utils.dot_notation_indexing import ( delete_nested_value, is_nested_path, @@ -351,6 +354,24 @@ if TYPE_CHECKING: ) from litellm.llms.base_llm.videos.transformation import BaseVideoConfig from litellm.llms.bedrock.common_utils import BedrockModelInfo + from litellm.llms.bedrock.embed.amazon_nova_transformation import ( + AmazonNovaEmbeddingConfig, + ) + from litellm.llms.bedrock.embed.amazon_titan_g1_transformation import ( + AmazonTitanG1Config, + ) + from litellm.llms.bedrock.embed.amazon_titan_multimodal_transformation import ( + AmazonTitanMultimodalEmbeddingG1Config, + ) + from litellm.llms.bedrock.embed.amazon_titan_v2_transformation import ( + AmazonTitanV2Config, + ) + from litellm.llms.bedrock.embed.cohere_transformation import ( + BedrockCohereEmbeddingConfig, + ) + from litellm.llms.bedrock.embed.twelvelabs_marengo_transformation import ( + TwelveLabsMarengoEmbeddingConfig, + ) from litellm.llms.cohere.common_utils import CohereModelInfo from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler from litellm.llms.mistral.ocr.transformation import MistralOCRConfig @@ -574,7 +595,7 @@ def get_request_guardrails(kwargs: dict[str, Any]) -> list[str]: return applied_guardrails -def get_applied_guardrails(kwargs: dict[str, Any]) -> list[str]: +def get_applied_guardrails(kwargs: dict[str, object]) -> list[str]: """ - Add 'default_on' guardrails to the list - Add request guardrails to the list @@ -601,7 +622,7 @@ def load_credentials_from_list(kwargs: dict): credential_name: Final = kwargs.get("litellm_credential_name") if credential_name and litellm.credential_list: - credential_accessor: Final = CredentialAccessor.get_credential_values(credential_name) + credential_accessor: Final[Mapping[str, object]] = CredentialAccessor.get_credential_values(credential_name) for key, value in credential_accessor.items(): if key not in kwargs: kwargs[key] = value @@ -789,7 +810,7 @@ def function_setup( function_id: Final[str | None] = kwargs["id"] if "id" in kwargs else None ## LAZY LOAD COROUTINE CHECKER ## - get_coroutine_checker_fn: Final = getattr(sys.modules[__name__], "get_coroutine_checker") + get_coroutine_checker_fn: Final = litellm_utils.get_coroutine_checker coroutine_checker: Final = get_coroutine_checker_fn() ## DYNAMIC CALLBACKS ## @@ -925,7 +946,7 @@ def function_setup( elif kwargs.get("messages", None): messages = kwargs["messages"] ### PRE-CALL RULES ### - Rules: Final = getattr(sys.modules[__name__], "Rules") + Rules: Final = litellm_utils.Rules if ( Rules.has_pre_call_rules() and isinstance(messages, list) @@ -1033,7 +1054,7 @@ def function_setup( ) contents_param: Final = args[1] if len(args) > 1 else kwargs.get("contents") - model_param: Final = args[0] if len(args) > 0 else kwargs.get("model", "") + model_param: Final[str] = args[0] if len(args) > 0 else kwargs.get("model", "") if contents_param: adapter: Final = GoogleGenAIAdapter() @@ -1078,7 +1099,7 @@ def function_setup( ) ## check if metadata is passed in - litellm_params: Final[dict[str, Any]] = {"api_base": ""} + litellm_params: Final[dict[str, object]] = {"api_base": ""} if "metadata" in kwargs: litellm_params["metadata"] = kwargs["metadata"] if "litellm_metadata" in kwargs and isinstance(kwargs["litellm_metadata"], dict): @@ -1154,9 +1175,11 @@ def _get_wrapper_num_retries(kwargs: dict[str, Any], exception: Exception) -> tu if num_retries is None: num_retries = litellm.num_retries if kwargs.get("retry_policy", None): - get_num_retries_from_retry_policy: Final = getattr(sys.modules[__name__], "get_num_retries_from_retry_policy") - reset_retry_policy: Final = getattr(sys.modules[__name__], "reset_retry_policy") - retry_policy_num_retries: Final = get_num_retries_from_retry_policy( + get_num_retries_from_retry_policy: Final[Callable[..., int | None]] = getattr( + sys.modules[__name__], "get_num_retries_from_retry_policy" + ) + reset_retry_policy: Final = litellm_utils.reset_retry_policy + retry_policy_num_retries: Final[int | None] = get_num_retries_from_retry_policy( exception=exception, retry_policy=kwargs.get("retry_policy"), ) @@ -1167,7 +1190,7 @@ def _get_wrapper_num_retries(kwargs: dict[str, Any], exception: Exception) -> tu return num_retries, kwargs -def _get_wrapper_timeout(kwargs: dict[str, Any], exception: Exception) -> float | int | httpx.Timeout | None: +def _get_wrapper_timeout(kwargs: dict[str, object], exception: Exception) -> float | int | httpx.Timeout | None: """ Get the timeout from the kwargs Used for the wrapper functions. @@ -1179,7 +1202,7 @@ def _get_wrapper_timeout(kwargs: dict[str, Any], exception: Exception) -> float def check_coroutine(value) -> bool: - get_coroutine_checker: Final = getattr(sys.modules[__name__], "get_coroutine_checker") + get_coroutine_checker: Final = litellm_utils.get_coroutine_checker return get_coroutine_checker().is_async_callable(value) @@ -1207,7 +1230,7 @@ async def async_pre_call_deployment_hook(kwargs: dict[str, Any], call_type: str) async def async_post_call_success_deployment_hook( - request_data: dict, response: Any, call_type: CallTypes | None + request_data: dict, response: object, call_type: CallTypes | None ) -> Any | None: """ Allow modifying / reviewing the response just after it's received from the deployment. @@ -1317,7 +1340,7 @@ def post_call_processing( def client(original_function): - Rules: Final = getattr(sys.modules[__name__], "Rules") + Rules: Final = litellm_utils.Rules rules_obj: Final = Rules() @wraps(original_function) @@ -1551,10 +1574,10 @@ def client(original_function): if call_type == CallTypes.completion.value: num_retries = kwargs.get("num_retries", None) or litellm.num_retries or None if kwargs.get("retry_policy", None): - get_num_retries_from_retry_policy = getattr( + get_num_retries_from_retry_policy: Callable[..., int | None] = getattr( sys.modules[__name__], "get_num_retries_from_retry_policy" ) - reset_retry_policy = getattr(sys.modules[__name__], "reset_retry_policy") + reset_retry_policy = litellm_utils.reset_retry_policy num_retries = get_num_retries_from_retry_policy( exception=e, retry_policy=kwargs.get("retry_policy"), @@ -1593,7 +1616,7 @@ def client(original_function): get_num_retries_from_retry_policy = getattr( sys.modules[__name__], "get_num_retries_from_retry_policy" ) - reset_retry_policy = getattr(sys.modules[__name__], "reset_retry_policy") + reset_retry_policy = litellm_utils.reset_retry_policy num_retries = get_num_retries_from_retry_policy( exception=e, retry_policy=kwargs.get("retry_policy"), @@ -1939,7 +1962,7 @@ def client(original_function): if not _is_streaming_response_for_correlation(result): _restore_correlation_context_if_supported(logging_obj) - get_coroutine_checker: Final = getattr(sys.modules[__name__], "get_coroutine_checker") + get_coroutine_checker: Final = litellm_utils.get_coroutine_checker is_coroutine: Final = get_coroutine_checker().is_async_callable(original_function) # Return the appropriate wrapper based on the original function type @@ -1992,7 +2015,7 @@ _STREAMING_CALL_TYPES: Final = frozenset( def _is_streaming_request( - kwargs: dict[str, Any], + kwargs: dict[str, object], call_type: CallTypes | str, ) -> bool: """ @@ -2323,7 +2346,7 @@ def supports_response_schema(model: str, custom_llm_provider: str | None = None) """ ## GET LLM PROVIDER ## try: - get_llm_provider: Final = getattr(sys.modules[__name__], "get_llm_provider") + get_llm_provider: Final = litellm_utils.get_llm_provider model, custom_llm_provider, _, _ = get_llm_provider(model=model, custom_llm_provider=custom_llm_provider) except Exception as e: verbose_logger.debug( @@ -2700,7 +2723,7 @@ _CACHE_PRICING_FIELDS: Final = ( ) -def _resolve_builtin_model_cost_entry(key: str, provider: str) -> dict[str, Any] | None: +def _resolve_builtin_model_cost_entry(key: str, provider: str) -> dict[str, object] | None: """Best-effort lookup of a built-in ``model_cost`` entry for a custom key whose shape ``get_model_info`` cannot resolve (repeated provider prefixes like ``bedrock/bedrock/bedrock/us.anthropic.claude-sonnet-4-6`` or region @@ -2992,7 +3015,7 @@ def get_optional_params_transcription( passed_params.pop("OPENAI_TRANSCRIPTION_PARAMS") custom_llm_provider = passed_params.pop("custom_llm_provider") drop_params = passed_params.pop("drop_params") - special_params: Final = passed_params.pop("kwargs") + special_params: Final[Mapping[str, object]] = passed_params.pop("kwargs") for k, v in special_params.items(): passed_params[k] = v @@ -3101,7 +3124,7 @@ def get_optional_params_image_gen( provider_config = passed_params.pop("provider_config", None) drop_params = passed_params.pop("drop_params", None) additional_drop_params = passed_params.pop("additional_drop_params", None) - special_params: Final = passed_params.pop("kwargs") + special_params: Final[Mapping[str, object]] = passed_params.pop("kwargs") for k, v in special_params.items(): if ( k.startswith("aws_") @@ -3133,7 +3156,7 @@ def get_optional_params_image_gen( default_params=default_params, additional_drop_params=additional_drop_params, ) - optional_params: dict[str, Any] = {} + optional_params: dict[str, object] = {} ## raise exception if non-default value passed for non-openai/azure embedding calls def _check_valid_arg(supported_params): @@ -3365,7 +3388,14 @@ def get_optional_params_embeddings( elif custom_llm_provider == "bedrock": # if dimensions is in non_default_params -> pass it for model=bedrock/amazon.titan-embed-text-v2 if "amazon.titan-embed-text-v1" in model: - object: Any = litellm.AmazonTitanG1Config() + object: ( + AmazonTitanG1Config + | AmazonTitanMultimodalEmbeddingG1Config + | AmazonTitanV2Config + | BedrockCohereEmbeddingConfig + | TwelveLabsMarengoEmbeddingConfig + | AmazonNovaEmbeddingConfig + ) = litellm.AmazonTitanG1Config() elif "amazon.titan-embed-image-v1" in model: object = litellm.AmazonTitanMultimodalEmbeddingG1Config() elif "amazon.titan-embed-text-v2:0" in model: @@ -4949,7 +4979,7 @@ def get_max_tokens(model: str) -> int | None: response.raise_for_status() # Raise an exception for bad responses (4xx or 5xx) # Parse the JSON response - config_json: Final = response.json() + config_json: Final[Mapping[str, int]] = response.json() # Extract and return the max_position_embeddings max_position_embeddings: Final = config_json.get("max_position_embeddings") if max_position_embeddings is not None: @@ -4965,7 +4995,7 @@ def get_max_tokens(model: str) -> int | None: return litellm.model_cost[model]["max_output_tokens"] elif "max_tokens" in litellm.model_cost[model]: return litellm.model_cost[model]["max_tokens"] - get_llm_provider: Final = getattr(sys.modules[__name__], "get_llm_provider") + get_llm_provider: Final = litellm_utils.get_llm_provider model, custom_llm_provider, _, _ = get_llm_provider(model=model) if custom_llm_provider == "huggingface": max_tokens: Final = _get_max_position_embeddings(model_name=model) @@ -5253,7 +5283,7 @@ def _get_potential_model_names(model: str, custom_llm_provider: str | None) -> P if custom_llm_provider is None: # Get custom_llm_provider try: - get_llm_provider: Final = getattr(sys.modules[__name__], "get_llm_provider") + get_llm_provider: Final = litellm_utils.get_llm_provider split_model, custom_llm_provider, _, _ = get_llm_provider(model=model) except Exception: split_model = model @@ -5297,7 +5327,7 @@ def _get_max_position_embeddings(model_name: str) -> int | None: response.raise_for_status() # Raise an exception for bad responses (4xx or 5xx) # Parse the JSON response - config_json: Final = response.json() + config_json: Final[Mapping[str, int]] = response.json() # Extract and return the max_position_embeddings max_position_embeddings: Final = config_json.get("max_position_embeddings") @@ -6066,7 +6096,7 @@ def validate_environment( } ## EXTRACT LLM PROVIDER - if model name provided try: - get_llm_provider: Final = getattr(sys.modules[__name__], "get_llm_provider") + get_llm_provider: Final = litellm_utils.get_llm_provider _, custom_llm_provider, _, _ = get_llm_provider(model=model) except Exception: custom_llm_provider = None @@ -6543,7 +6573,7 @@ def _get_retry_after_from_exception_header( # ". See https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Retry-After#syntax for # details. if response_headers is not None: - retry_header: Final = response_headers.get("retry-after") + retry_header: Final[str] = response_headers.get("retry-after") try: retry_after = int(retry_header) except Exception: @@ -6634,7 +6664,7 @@ def register_prompt_template( complete_model: Final = model potential_models: Final = [complete_model] try: - get_llm_provider: Final = getattr(sys.modules[__name__], "get_llm_provider") + get_llm_provider: Final = litellm_utils.get_llm_provider model = get_llm_provider(model=model)[0] potential_models.append(model) except Exception: @@ -7276,7 +7306,7 @@ def _get_base_model_from_metadata(model_call_details=None): return _base_model metadata: Final = litellm_params.get("metadata") or {} - _get_base_model_from_litellm_call_metadata = getattr( + _get_base_model_from_litellm_call_metadata: Callable[..., str | None] = getattr( sys.modules[__name__], "_get_base_model_from_litellm_call_metadata" ) base_model_from_metadata: Final = _get_base_model_from_litellm_call_metadata(metadata=metadata) @@ -7969,7 +7999,7 @@ class ProviderConfigManager: @staticmethod def _get_cohere_config(model: str) -> BaseConfig: """Get Cohere config based on route.""" - CohereModelInfo: Final = getattr(sys.modules[__name__], "CohereModelInfo") + CohereModelInfo: Final = litellm_utils.CohereModelInfo route: Final = CohereModelInfo.get_cohere_route(model) if route == "v2": return litellm.CohereV2ChatConfig() @@ -9006,7 +9036,7 @@ class ProviderConfigManager: return ReductoParseLegacyConfig() return None - MistralOCRConfig: Final = getattr(sys.modules[__name__], "MistralOCRConfig") + MistralOCRConfig: Final = litellm_utils.MistralOCRConfig PROVIDER_TO_CONFIG_MAP: Final = { litellm.LlmProviders.MISTRAL: MistralOCRConfig, } @@ -9285,13 +9315,14 @@ def extract_duration_from_srt_or_vtt(srt_or_vtt_content: str) -> float | None: # Regular expression to match timestamps in the format "hh:mm:ss,ms" or "hh:mm:ss.ms" timestamp_pattern: Final = r"(\d{2}):(\d{2}):(\d{2})[.,](\d{3})" - timestamps: Final = re.findall(timestamp_pattern, srt_or_vtt_content) + timestamps: Final[Sequence[tuple[str, str, str, str]]] = re.findall(timestamp_pattern, srt_or_vtt_content) if not timestamps: return None # Convert timestamps to seconds and find the max (end time) durations: Final = [] + match: tuple[str, str, str, str] for match in timestamps: hours, minutes, seconds, milliseconds = map(int, match) total_seconds = hours * 3600 + minutes * 60 + seconds + milliseconds / 1000.0 @@ -9338,11 +9369,11 @@ def _add_path_to_api_base(api_base: str, ending_path: str) -> str: return str(modified_url.copy_with(params=original_url.params)) -def get_standard_openai_params(params: dict) -> dict: +def get_standard_openai_params(params: Mapping[str, object]) -> dict: return {k: v for k, v in params.items() if k in litellm.OPENAI_CHAT_COMPLETION_PARAMS and v is not None} -def get_non_default_completion_params(kwargs: dict) -> dict: +def get_non_default_completion_params(kwargs: Mapping[str, object]) -> dict: openai_params: Final = litellm.OPENAI_CHAT_COMPLETION_PARAMS default_params: Final = openai_params + all_litellm_params non_default_params: Final = { @@ -9352,7 +9383,7 @@ def get_non_default_completion_params(kwargs: dict) -> dict: return non_default_params -def peek_reasoning_summary_aliases(optional_params: dict) -> Any | None: +def peek_reasoning_summary_aliases(optional_params: dict) -> object | None: """Read AI-SDK-style reasoning summary from optional_params or nested extra_body. Uses key membership (not ``or`` chains) so falsy values like ``""`` are not skipped. @@ -9372,7 +9403,7 @@ def peek_reasoning_summary_aliases(optional_params: dict) -> Any | None: def strip_reasoning_summary_aliases_from_optional_params( optional_params: dict, -) -> tuple[dict, Any | None]: +) -> tuple[dict, object | None]: """Copy optional_params; remove reasoningSummary aliases from top-level and extra_body.""" op: Final = dict(optional_params) rs_val = op.pop("reasoningSummary", None) @@ -9404,7 +9435,7 @@ def get_non_default_transcription_params(kwargs: dict) -> dict: def add_openai_metadata( - metadata: Mapping[str, Any] | None, + metadata: Mapping[str, object] | None, ) -> dict[str, str] | None: """ Add metadata to openai optional parameters, excluding hidden params. @@ -9438,7 +9469,7 @@ def add_openai_metadata( return visible_metadata.copy() -def get_requester_metadata(metadata: dict): +def get_requester_metadata(metadata: Mapping[str, object]): if not metadata: return None @@ -9498,7 +9529,7 @@ def return_raw_request(endpoint: CallTypes, kwargs: dict) -> RawRequestTypedDict ) -def jsonify_tools(tools: list[Any]) -> list[dict]: +def jsonify_tools(tools: Sequence[object]) -> list[dict]: """ Fixes https://github.com/BerriAI/litellm/issues/9321 @@ -9524,9 +9555,9 @@ def get_empty_usage() -> Usage: def should_run_mock_completion( - mock_response: Any | None, - mock_tool_calls: Any | None, - mock_timeout: Any | None, + mock_response: object | None, + mock_tool_calls: object | None, + mock_timeout: object | None, ) -> bool: if mock_response or mock_tool_calls or mock_timeout: return True diff --git a/ruff-strict-budget.json b/ruff-strict-budget.json index da0f608fdb5..9b97dcdb43c 100644 --- a/ruff-strict-budget.json +++ b/ruff-strict-budget.json @@ -1,21 +1,21 @@ { "ANN001": { - "limit": 3106 + "limit": 3056 }, "ANN002": { "limit": 71 }, "ANN003": { - "limit": 832 + "limit": 827 }, "ANN201": { - "limit": 2023 + "limit": 2022 }, "ANN202": { - "limit": 860 + "limit": 855 }, "ANN204": { - "limit": 713 + "limit": 712 }, "ANN205": { "limit": 114 @@ -24,7 +24,7 @@ "limit": 133 }, "ANN401": { - "limit": 1495 + "limit": 1388 }, "ASYNC230": { "limit": 11 @@ -39,7 +39,7 @@ "limit": 505 }, "B009": { - "limit": 79 + "limit": 64 }, "B010": { "limit": 190 @@ -171,7 +171,7 @@ "limit": 3 }, "RET504": { - "limit": 177 + "limit": 176 }, "RUF012": { "limit": 241 @@ -201,7 +201,7 @@ "limit": 58 }, "SIM102": { - "limit": 322 + "limit": 321 }, "SIM103": { "limit": 119 @@ -234,7 +234,7 @@ "limit": 5 }, "TID251": { - "limit": 1226 + "limit": 1224 }, "TRY002": { "limit": 524 diff --git a/type-discipline-budget.json b/type-discipline-budget.json index c990ae52ff2..ad3f56c7bdf 100644 --- a/type-discipline-budget.json +++ b/type-discipline-budget.json @@ -1,9 +1,9 @@ { "LIT001": { - "limit": 23057 + "limit": 23023 }, "LIT002": { - "limit": 27156 + "limit": 27148 }, "LIT003": { "limit": 269 @@ -15,19 +15,19 @@ "limit": 0 }, "LIT006": { - "limit": 1078 + "limit": 1077 }, "LIT007": { "limit": 0 }, "LIT008": { - "limit": 951 + "limit": 950 }, "LIT009": { "limit": 0 }, "LIT010": { - "limit": 16744 + "limit": 16733 }, "LIT011": { "limit": 5596 From df5425675e2877fa3100e4d2f1b4c1e98a3b4afb Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 15:16:31 +0000 Subject: [PATCH 213/234] fix(schema): declare supports_tool_search in the model prices schemas --- model_prices_and_context_window.schema.json | 3 +++ tests/test_litellm/test_utils.py | 1 + 2 files changed, 4 insertions(+) diff --git a/model_prices_and_context_window.schema.json b/model_prices_and_context_window.schema.json index 882f514b199..56400e0666b 100644 --- a/model_prices_and_context_window.schema.json +++ b/model_prices_and_context_window.schema.json @@ -671,6 +671,9 @@ "supports_tool_choice": { "type": "boolean" }, + "supports_tool_search": { + "type": "boolean" + }, "supports_url_context": { "type": "boolean" }, diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py index ed5a9f1dd63..acd8ef4c96c 100644 --- a/tests/test_litellm/test_utils.py +++ b/tests/test_litellm/test_utils.py @@ -921,6 +921,7 @@ def test_aaamodel_prices_and_context_window_json_is_valid(): "supports_response_schema": {"type": "boolean"}, "supports_system_messages": {"type": "boolean"}, "supports_tool_choice": {"type": "boolean"}, + "supports_tool_search": {"type": "boolean"}, "supports_video_input": {"type": "boolean"}, "supports_vision": {"type": "boolean"}, "supports_web_search": {"type": "boolean"}, From 262d1b4ca070ddbec219155d87dbf0e846dcc4fb Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 08:22:57 -0700 Subject: [PATCH 214/234] fix: remove over-strict stream logging validator, restore base seam behavior --- basedpyright-code-budget.json | 16 ++++++++-------- litellm/litellm_core_utils/streaming_handler.py | 8 -------- litellm/main.py | 9 ++++----- litellm/proxy/image_endpoints/endpoints.py | 9 +++------ litellm/proxy/proxy_server.py | 6 ++---- litellm/proxy/rerank_endpoints/endpoints.py | 5 +++-- .../proxy/response_api_endpoints/endpoints.py | 11 ++++------- ruff-strict-budget.json | 2 +- type-discipline-budget.json | 2 +- 9 files changed, 26 insertions(+), 42 deletions(-) diff --git a/basedpyright-code-budget.json b/basedpyright-code-budget.json index 14fdd3ed0bc..1b2563a59a4 100644 --- a/basedpyright-code-budget.json +++ b/basedpyright-code-budget.json @@ -3,13 +3,13 @@ "limit": 25153 }, "reportArgumentType": { - "limit": 2596 + "limit": 2597 }, "reportAssignmentType": { - "limit": 327 + "limit": 325 }, "reportAttributeAccessIssue": { - "limit": 510 + "limit": 501 }, "reportCallIssue": { "limit": 114 @@ -54,7 +54,7 @@ "limit": 0 }, "reportMissingParameterType": { - "limit": 5770 + "limit": 5772 }, "reportMissingTypeArgument": { "limit": 15676 @@ -99,16 +99,16 @@ "limit": 0 }, "reportUnknownArgumentType": { - "limit": 44911 + "limit": 44914 }, "reportUnknownLambdaType": { "limit": 113 }, "reportUnknownMemberType": { - "limit": 39464 + "limit": 39456 }, "reportUnknownParameterType": { - "limit": 20058 + "limit": 20060 }, "reportUnknownVariableType": { "limit": 31038 @@ -129,7 +129,7 @@ "limit": 0 }, "reportUntypedFunctionDecorator": { - "limit": 33 + "limit": 30 }, "reportUnusedClass": { "limit": 23 diff --git a/litellm/litellm_core_utils/streaming_handler.py b/litellm/litellm_core_utils/streaming_handler.py index 570c34169d0..99b1c1a2ab7 100644 --- a/litellm/litellm_core_utils/streaming_handler.py +++ b/litellm/litellm_core_utils/streaming_handler.py @@ -155,14 +155,6 @@ class _TextCompletionChoiceLike(Protocol): finish_reason: str | None -def validated_stream_logging_obj(candidate: object) -> LiteLLMLoggingObject: - from litellm.litellm_core_utils.litellm_logging import Logging - - if isinstance(candidate, Logging): - return candidate - raise TypeError("CustomStreamWrapper requires a LiteLLMLoggingObject") - - class CustomStreamWrapper: def __init__( self, diff --git a/litellm/main.py b/litellm/main.py index 5d9144674de..27c20159322 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -96,7 +96,6 @@ from litellm.litellm_core_utils.prompt_templates.common_utils import ( from litellm.litellm_core_utils.request_timeout_resolver import ( get_configured_request_timeout, ) -from litellm.litellm_core_utils.streaming_handler import validated_stream_logging_obj from litellm.llms.base_llm import BaseConfig, BaseImageGenerationConfig from litellm.llms.base_llm.base_model_iterator import ( convert_model_response_to_streaming, @@ -597,7 +596,7 @@ async def acompletion( _, custom_llm_provider, _, _ = get_llm_provider( model=model, custom_llm_provider=custom_llm_provider, - api_base=completion_kwargs.get("base_url", None), + api_base=base_url, ) fallbacks = fallbacks or litellm.model_fallbacks @@ -827,7 +826,7 @@ def mock_completion( mock_response: MOCK_RESPONSE_TYPE | None = "This is a mock request", mock_tool_calls: list | None = None, mock_timeout: bool | None = False, - logging: LiteLLMLoggingObj | None = None, + logging=None, custom_llm_provider=None, timeout: float | str | httpx.Timeout | None = None, **kwargs, @@ -911,7 +910,7 @@ def mock_completion( ), model=model, custom_llm_provider="openai", - logging_obj=validated_stream_logging_obj(logging), + logging_obj=logging, ) return CustomStreamWrapper( completion_stream=mock_completion_streaming_obj( @@ -919,7 +918,7 @@ def mock_completion( ), model=model, custom_llm_provider="openai", - logging_obj=validated_stream_logging_obj(logging), + logging_obj=logging, ) if isinstance(mock_response, litellm.MockException): raise mock_response diff --git a/litellm/proxy/image_endpoints/endpoints.py b/litellm/proxy/image_endpoints/endpoints.py index 24ee1d96a0d..414beabe014 100644 --- a/litellm/proxy/image_endpoints/endpoints.py +++ b/litellm/proxy/image_endpoints/endpoints.py @@ -1,8 +1,10 @@ import asyncio +import io import traceback +from typing import Final import orjson -from fastapi import APIRouter, Depends, File, HTTPException, Request, Response, status +from fastapi import APIRouter, Depends, File, HTTPException, Request, Response, UploadFile, status from fastapi.responses import ORJSONResponse import litellm @@ -18,11 +20,6 @@ from litellm.types.llms.openai import ChatCompletionUserMessage router: Final = APIRouter() -import io -from typing import Final - -from fastapi import UploadFile - async def uploadfile_to_bytesio(upload: UploadFile) -> io.BytesIO: """ diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 91526ad70d0..78171bd3cec 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -259,7 +259,6 @@ from litellm.litellm_core_utils.sensitive_data_masker import ( SensitiveDataMasker, mask_sensitive_keys, ) -from litellm.litellm_core_utils.streaming_handler import validated_stream_logging_obj from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler from litellm.llms.vertex_ai.vertex_llm_base import VertexBase from litellm.proxy._lazy_features import attach_lazy_features @@ -9749,7 +9748,7 @@ async def chat_completion( completion_stream=_iterator, model=e.model, custom_llm_provider="cached_response", - logging_obj=validated_stream_logging_obj(_logging_obj), + logging_obj=_logging_obj, ) selected_data_generator = select_data_generator( response=_streaming_response, @@ -9766,7 +9765,6 @@ async def chat_completion( return _chat_response except RejectedRequestError as e: _data = e.request_data - _rejected_request_data: Final[dict[str, object]] = e.request_data await proxy_logging_obj.post_call_failure_hook( user_api_key_dict=user_api_key_dict, original_exception=e, @@ -9781,7 +9779,7 @@ async def chat_completion( completion_stream=_iterator, model=data.get("model", ""), custom_llm_provider="cached_response", - logging_obj=validated_stream_logging_obj(_rejected_request_data.get("litellm_logging_obj")), + logging_obj=_data.get("litellm_logging_obj", None), ) selected_data_generator = select_data_generator( response=_streaming_response, diff --git a/litellm/proxy/rerank_endpoints/endpoints.py b/litellm/proxy/rerank_endpoints/endpoints.py index fab97f0bdab..45b190c1f9d 100644 --- a/litellm/proxy/rerank_endpoints/endpoints.py +++ b/litellm/proxy/rerank_endpoints/endpoints.py @@ -1,5 +1,8 @@ #### Rerank Endpoints ##### +import asyncio +from typing import Final + import orjson from fastapi import APIRouter, Depends, HTTPException, Request, Response, status from fastapi.responses import ORJSONResponse @@ -10,8 +13,6 @@ from litellm.proxy.auth.user_api_key_auth import user_api_key_auth from litellm.proxy.common_request_processing import ProxyBaseLLMRequestProcessing router: Final = APIRouter() -import asyncio -from typing import Final @router.post( diff --git a/litellm/proxy/response_api_endpoints/endpoints.py b/litellm/proxy/response_api_endpoints/endpoints.py index ee430a41b42..e5ba5182bed 100644 --- a/litellm/proxy/response_api_endpoints/endpoints.py +++ b/litellm/proxy/response_api_endpoints/endpoints.py @@ -95,7 +95,7 @@ def _normalize_tool_dialect( def _is_chat_completions_body(data: Mapping[str, Any]) -> bool: messages: Final = data.get("messages") - if isinstance(messages, list) and len(messages) > 0: + if isinstance(messages, list) and messages: return True return "messages" in data and "input" not in data @@ -497,10 +497,7 @@ async def cursor_chat_completions( from litellm.completion_extras.litellm_responses_transformation.handler import ( responses_api_bridge, ) - from litellm.litellm_core_utils.streaming_handler import ( - CustomStreamWrapper, - validated_stream_logging_obj, - ) + from litellm.litellm_core_utils.streaming_handler import CustomStreamWrapper from litellm.proxy.proxy_server import ( async_data_generator, chat_completion, @@ -548,7 +545,7 @@ async def cursor_chat_completions( processor: Final = ProxyBaseLLMRequestProcessing(data=data) - def cursor_data_generator(response, user_api_key_dict, request_data: dict[str, object], request=None): + def cursor_data_generator(response, user_api_key_dict, request_data, request=None): """ Custom generator that transforms Responses API streaming chunks to chat completion chunks. @@ -582,7 +579,7 @@ async def cursor_chat_completions( completion_stream=completion_stream, model=request_data.get("model", ""), custom_llm_provider=None, - logging_obj=validated_stream_logging_obj(logging_obj), + logging_obj=logging_obj, ) # Use async_data_generator to format as SSE return async_data_generator( diff --git a/ruff-strict-budget.json b/ruff-strict-budget.json index 9b97dcdb43c..5c2ae134b94 100644 --- a/ruff-strict-budget.json +++ b/ruff-strict-budget.json @@ -1,6 +1,6 @@ { "ANN001": { - "limit": 3056 + "limit": 3058 }, "ANN002": { "limit": 71 diff --git a/type-discipline-budget.json b/type-discipline-budget.json index ad3f56c7bdf..e33cd34f609 100644 --- a/type-discipline-budget.json +++ b/type-discipline-budget.json @@ -1,6 +1,6 @@ { "LIT001": { - "limit": 23023 + "limit": 23021 }, "LIT002": { "limit": 27148 From 0a41b19e5b1d669a0ec59206b8235b128d4e6889 Mon Sep 17 00:00:00 2001 From: Mateo Wang <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 08:33:22 -0700 Subject: [PATCH 215/234] chore: make it more brief --- CLAUDE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CLAUDE.md b/CLAUDE.md index 3941060afa2..0e63b86036d 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -31,7 +31,7 @@ When creating PRs, don't set base to `main`. `litellm_internal_staging` is the d When writing a PR body, treat the comments and imperative instructions inside @.github/pull_request_template.md as rules to follow, not just layout. Agent harnesses may strip HTML comments from copies of that file injected into context, so read .github/pull_request_template.md from disk before writing a PR body to make sure you see every comment rule -The same goes for filing a bug report: treat every field's `description` and `placeholder` in @.github/ISSUE_TEMPLATE/bug_report.yml as rules to follow, not just layout, and read that file from disk before writing an issue body, since the rendered form and any copy injected into your context can drop or reflow that guidance +Same applies for filing bug reports and .github/ISSUE_TEMPLATE/bug_report.yml If you're resolving a linear ticket, in the "## Linear ticket" section of the PR, say "Resolves LIT-1234", replacing "LIT-1234" with the actual ticket id that you're resolving. If you don't have the ticket id, don't make one up or search for it. Just leave the section blank From 10d4213453bcc9bd321892df9682a1f753d70e77 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 16:25:52 +0000 Subject: [PATCH 216/234] chore: drop the bug report proof attestation and tighten its wording Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 13 +++---------- 1 file changed, 3 insertions(+), 10 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 7e08f9297f8..48818144caa 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -37,7 +37,7 @@ body: - Every step is something the user does or observes: the HTTP method and full URL they hit, what they sent, and what visibly came back (status code, error text, the shape of an ID). UI steps name the page URL and what is on screen - No LiteLLM internals: never name functions, files, DB tables, config classes, hooks, callbacks, or code paths. "The upload hands back an ID that looks like OpenAI's own `file-abc123` instead of the scrambled one the gateway returned" is right, "no managed-file row was registered" is wrong - Keep the two lists step-for-step identical until they diverge, so the broken step is obvious - - If the bug has a security or authorization consequence, end each list with what another user can or could no longer do + - If the bug has a security or authorization consequence, end each list with what another user can do that they shouldn't be able to, and what they could no longer do after a fix placeholder: | Before a (hypothetical) fix: a developer whose app streams chat completions gets no token counts back, so their cost dashboard reads zero @@ -60,11 +60,11 @@ body: description: | The commands (e.g., curl) and their full output, screenshots, or a screen recording demonstrating that the bug happens. Every rule below applies. - - The proof must be completely e2e with no mocks, against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), hitting real LLM provider APIs and costing real $ where the bug involves a provider call. `pytest` commands are not enough + - The proof must be completely e2e with no mocks, against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), hitting real LLM provider APIs, costing real $$$ if needed, where the bug involves a provider call. `pytest` commands are not enough - Show exactly what the end user sees or does, matching the User Flow above step for step - Start with the config.yaml (or SDK setup) and any env vars the proxy ran with, then the exact version or commit hash the proof was captured at, so a maintainer can stand up the same proxy before running your commands. Keep the real values for env vars that aren't sensitive, they are often the reason the bug happens, and redact only the secrets: never paste a real API key, virtual key, database URL, or other credential, here or anywhere else in the issue - If the bug applies to more than one of the LLM endpoints (/v1/responses, /v1/chat/completions, /v1/messages), include proof for every one of them, not just one - - For UI bugs: include screenshots and the page URLs you were on. Scrub keys and tokens out of screenshots too, they show up in headers, request panels, and the Admin UI + - For UI bugs: include screenshots and the page URLs you were on. Scrub keys and tokens out of screenshots too (for example, the virtual key is briefly shown in the panel right after you create a virtual key) placeholder: | Config / setup the proxy ran with: @@ -73,13 +73,6 @@ body: Commands and their full output: validations: required: true - - type: checkboxes - id: proof-attestation - attributes: - label: About that proof - options: - - label: It came from a live proxy I ran myself, with no mocks, and shows the real commands and their output rather than a `pytest` run - required: true - type: dropdown id: component attributes: From ad1ff191952c91c6c03cd0837637f12cc82ab4a6 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 16:31:19 +0000 Subject: [PATCH 217/234] chore: say real $ instead of $$$ in the bug report proof rules Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index 48818144caa..b93e4add9a7 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -60,7 +60,7 @@ body: description: | The commands (e.g., curl) and their full output, screenshots, or a screen recording demonstrating that the bug happens. Every rule below applies. - - The proof must be completely e2e with no mocks, against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), hitting real LLM provider APIs, costing real $$$ if needed, where the bug involves a provider call. `pytest` commands are not enough + - The proof must be completely e2e with no mocks, against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), hitting real LLM provider APIs, costing real $ if needed, where the bug involves a provider call. `pytest` commands are not enough - Show exactly what the end user sees or does, matching the User Flow above step for step - Start with the config.yaml (or SDK setup) and any env vars the proxy ran with, then the exact version or commit hash the proof was captured at, so a maintainer can stand up the same proxy before running your commands. Keep the real values for env vars that aren't sensitive, they are often the reason the bug happens, and redact only the secrets: never paste a real API key, virtual key, database URL, or other credential, here or anywhere else in the issue - If the bug applies to more than one of the LLM endpoints (/v1/responses, /v1/chat/completions, /v1/messages), include proof for every one of them, not just one From dca7ba18d4a9f6e753285adcfc7454dde7a01087 Mon Sep 17 00:00:00 2001 From: tin-berri Date: Tue, 11 Aug 2026 09:41:55 -0700 Subject: [PATCH 218/234] feat(ui): show models under each tier in routing benchmark chart (#36291) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * feat(ui): show models under each tier in routing benchmark chart - Add TierTurnsChart: donut chart showing turns per complexity tier with tier-assigned models listed below each tier name in the legend - Only complexity routers show models; quality routers show tier name + % (quality tiers don't pin specific models) - Change 'Estimated spend at highest-cost model' wording to 'highest-tier' to clarify it's the most capable tier's estimated cost, not just the single-highest model Closes LIT-5302 * fix(ui): use categorical colors for tier donut, trim redundant turn count - Tier donut chart now uses a dedicated categorical palette instead of SEQUENTIAL_COLOR_RAMP, which is a blue monochrome gradient meant for magnitude series, not distinct categories. - Space out the tier legend rows (gap-3 -> gap-6) for readability. - Drop the turn count from "avg saved per session" since Routing by tier already shows the total turns. Co-Authored-By: Claude * test(ui): drop prohibited explanatory comments in TierTurnsChart test Per repo convention against source comments; the test name and assertions already communicate the scenario. Addresses Greptile review. Co-Authored-By: Claude * Remove dead modulo from color index in TierTurnsChart The colors array is built with length equal to slices.length, so idx % colors.length is always a no-op in the render loop. Simplify to idx for clarity. * fix(ui): wrap CostOptimizationView tests in QueryClientProvider The tests render CostOptimizationView which uses useCan() → useIsOrgAdmin() → useOrganizations() and useDailyActivityRange(), both of which call React Query's useQuery(). Without QueryClientProvider wrapping the render, React Query throws 'No QueryClient set' error. Also mock the required networking calls (organizationListCall, userDailyActivityCall) to prevent spurious network errors in test runs. All 7 tests now pass (CostOptimizationView + CostOptimizationView.activity). * style(ui): format test files and extract object literal to fix linting - Format CostOptimizationView.test.tsx with prettier - Extract getToolSpend mock response to named variable to satisfy eslint - Pass frontend-lint checks * fix(ui): hoist mockToolSpendResponse into vi.hoisted to fix test initialization Extracting the response object to a named variable violated hoisting rules: vi.mock() factories are evaluated at hoisting time before regular const declarations. Move mockToolSpendResponse into vi.hoisted() block. --------- Co-authored-by: Claude --- .../auto_router_endpoints.py | 4 +- .../AutoRouterBenchmarksTab.test.tsx | 31 +++- .../_components/AutoRouterBenchmarksTab.tsx | 45 +++-- .../CostOptimizationView.activity.test.tsx | 19 +- .../_components/CostOptimizationView.test.tsx | 16 +- .../_components/TierTurnsChart.test.tsx | 163 ++++++++++++++++++ .../_components/TierTurnsChart.tsx | 148 ++++++++++++++++ .../_components/autoRouterBenchmarks.ts | 5 +- ui/litellm-dashboard/src/lib/http/schema.d.ts | 2 +- 9 files changed, 395 insertions(+), 38 deletions(-) create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.test.tsx create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.tsx diff --git a/litellm/types/management_endpoints/auto_router_endpoints.py b/litellm/types/management_endpoints/auto_router_endpoints.py index 6626dea6849..269d9b50414 100644 --- a/litellm/types/management_endpoints/auto_router_endpoints.py +++ b/litellm/types/management_endpoints/auto_router_endpoints.py @@ -126,8 +126,8 @@ class AutoRouterBenchmarkGroup(AutoRouterBenchmarkTotals): description="Turns per tier, keyed by the tier name the routing decision recorded at " "request time (never re-derived at read time, since the tier-to-model mapping is " "mutable config). Tier names are scoped to this group's router_type and are not " - "comparable across types: a complexity router reports 'simple'/'medium'/'complex'/" - "'reasoning', a quality router reports its numeric quality tier, and an adaptive router " + "comparable across types: a complexity router reports 'SIMPLE'/'MEDIUM'/'COMPLEX'/" + "'REASONING', a quality router reports its numeric quality tier, and an adaptive router " "records no tier at all. Turns no tier served (the classifier fell back to default_model) " "are absent rather than pooled under a sentinel key, so the values may sum to less than turns", ) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.test.tsx index a5767383307..4a6ff77d99b 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.test.tsx @@ -1,10 +1,15 @@ +import { QueryClient, QueryClientProvider } from "@tanstack/react-query"; import { fireEvent, render, screen } from "@testing-library/react"; import React from "react"; -import { describe, expect, it, vi } from "vitest"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import type { AutoRouterDeployment } from "@/app/(dashboard)/hooks/models/useModels"; import { ApiError } from "@/lib/http/client"; vi.mock("./useAutoRouterBenchmarks", () => ({ useAutoRouterBenchmarks: vi.fn() })); +vi.mock("@/app/(dashboard)/hooks/models/useModels", () => ({ useAutoRouters: vi.fn() })); + +import { useAutoRouters } from "@/app/(dashboard)/hooks/models/useModels"; import AutoRouterBenchmarksTab from "./AutoRouterBenchmarksTab"; import type { @@ -16,6 +21,10 @@ import { useAutoRouterBenchmarks } from "./useAutoRouterBenchmarks"; type HookResult = ReturnType; +const mockAutoRouters = (deployments: AutoRouterDeployment[] = []) => { + vi.mocked(useAutoRouters).mockReturnValue({ data: deployments } as unknown as ReturnType); +}; + const mockHook = (result: { data?: AutoRouterBenchmarksResponse; isPending?: boolean; error?: Error }) => { vi.mocked(useAutoRouterBenchmarks).mockReturnValue({ data: result.data, @@ -71,9 +80,20 @@ const response = (groups: AutoRouterBenchmarkGroup[], shared: Totals = totals()) groups, }); -const renderTab = () => render(); +const renderTab = () => { + const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } }); + return render( + + + , + ); +}; describe("AutoRouterBenchmarksTab", () => { + beforeEach(() => { + mockAutoRouters(); + }); + it("leads with total estimated savings, before the three session-shape metrics", () => { mockHook({ data: response([group(), group({ router_name: "gpt-auto" })]) }); renderTab(); @@ -97,7 +117,7 @@ describe("AutoRouterBenchmarksTab", () => { expect(screen.getByText("-86%")).toBeInTheDocument(); expect(screen.getByText("Actual auto-router spend")).toBeInTheDocument(); expect(screen.getByText("$359.86")).toBeInTheDocument(); - expect(screen.getByText("Estimated spend at highest-cost model")).toBeInTheDocument(); + expect(screen.getByText("Estimated spend at highest-tier model")).toBeInTheDocument(); expect(screen.getByText("$2,534.45")).toBeInTheDocument(); expect(screen.getByText("32.7")).toBeInTheDocument(); expect(screen.getByText("2.1h")).toBeInTheDocument(); @@ -108,12 +128,9 @@ describe("AutoRouterBenchmarksTab", () => { mockHook({ data: response([group(), group({ router_name: "gpt-auto" })]) }); renderTab(); - expect(screen.getByText("Total sessions")).toBeInTheDocument(); - expect(screen.getByText("94")).toBeInTheDocument(); - expect(screen.getByText("Total turns")).toBeInTheDocument(); - expect(screen.getByText("3,073")).toBeInTheDocument(); expect(screen.getByText("Avg saved per session")).toBeInTheDocument(); expect(screen.getByText("$23.13")).toBeInTheDocument(); + expect(screen.getByText("across 94 sessions")).toBeInTheDocument(); }); it("shows a cost increase as a positive delta rather than a saving", () => { diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.tsx index ff0f52940b2..5d4fda765e7 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/AutoRouterBenchmarksTab.tsx @@ -2,6 +2,8 @@ import React, { useState } from "react"; +import type { AutoRouterDeployment } from "@/app/(dashboard)/hooks/models/useModels"; +import { useAutoRouters } from "@/app/(dashboard)/hooks/models/useModels"; import { Badge } from "@/components/ui/badge"; import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"; @@ -29,6 +31,7 @@ import { type BucketRow, } from "./autoRouterBenchmarks"; import { usd } from "./costOptimizationUtils"; +import TierTurnsChart from "./TierTurnsChart"; import { useAutoRouterBenchmarks } from "./useAutoRouterBenchmarks"; const Message: React.FC<{ children: React.ReactNode }> = ({ children }) => ( @@ -51,7 +54,7 @@ const HeroCard: React.FC<{ view: BenchmarkView }> = ({ view }) => { const cheaper = stats.saved_spend >= 0; return ( -
+

Total estimated savings

@@ -64,38 +67,22 @@ const HeroCard: React.FC<{ view: BenchmarkView }> = ({ view }) => { {Math.abs(stats.saved_pct).toFixed(0)}%
-
- -
Actual auto-router spend
{usd(stats.spend)}
-
Estimated spend at highest-cost model
+
Estimated spend at highest-tier model
{usd(stats.baseline_spend)}
-
-
-
-

Total sessions

-

{stats.sessions.toLocaleString()}

-
-
-

Total turns

-

{stats.turns.toLocaleString()}

-
-
-
-
-
Avg saved per session
-
{usd(stats.saved_per_session)}
-
-
+
+

Avg saved per session

+

{usd(stats.saved_per_session)}

+

across {stats.sessions.toLocaleString()} sessions

@@ -233,9 +220,10 @@ interface BenchmarksBodyProps { error: unknown; data: AutoRouterBenchmarksResponse | undefined; selectedKey: string; + autoRouters: readonly AutoRouterDeployment[]; } -const BenchmarksBody: React.FC = ({ isPending, error, data, selectedKey }) => { +const BenchmarksBody: React.FC = ({ isPending, error, data, selectedKey, autoRouters }) => { if (isPending) return Loading auto-router usage...; if (error instanceof ApiError && error.status === 403) { return Auto-router usage is visible to proxy admin roles only; @@ -249,6 +237,8 @@ const BenchmarksBody: React.FC = ({ isPending, error, data, <> + +
@@ -282,6 +272,7 @@ const AutoRouterBenchmarksTab: React.FC = ({ acces const [range, setRange] = useState("30d"); const { data, isPending, error } = useAutoRouterBenchmarks(accessToken, range); const [selectedKey, setSelectedKey] = useState(ALL_ROUTERS); + const { data: autoRouters } = useAutoRouters(); const groups = data?.groups ?? []; const selectedLabel = data ? viewFor(data, selectedKey).label : "All auto-routers"; @@ -319,7 +310,13 @@ const AutoRouterBenchmarksTab: React.FC = ({ acces
- +
); }; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.activity.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.activity.test.tsx index ca7adf07941..96502cac953 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.activity.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.activity.test.tsx @@ -1,12 +1,23 @@ +import React from "react"; import { fireEvent, render, waitFor } from "@testing-library/react"; import { describe, expect, it, vi } from "vitest"; +import { QueryClient, QueryClientProvider } from "@tanstack/react-query"; const mockUserDailyActivityCall = vi.fn(); +const { useAuthorizedMock, mockToolSpendResponse } = vi.hoisted(() => ({ + useAuthorizedMock: vi.fn(), + mockToolSpendResponse: { by_tool: [], daily: [], start_date: null, end_date: null }, +})); + +vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ + default: useAuthorizedMock, +})); vi.mock("@/components/networking", () => ({ userDailyActivityCall: (...args: unknown[]) => mockUserDailyActivityCall(...args), - getToolSpend: vi.fn().mockResolvedValue({ by_tool: [], daily: [], start_date: null, end_date: null }), + getToolSpend: vi.fn().mockResolvedValue(mockToolSpendResponse), getGeneralSettingsCall: vi.fn().mockResolvedValue([]), + organizationListCall: vi.fn().mockResolvedValue([]), })); vi.mock("@/components/shared/advanced_date_picker", () => ({ @@ -38,9 +49,13 @@ const singlePage = { describe("CostOptimizationView daily activity", () => { it("fetches daily activity once for the page and shares it with every tab that needs it", async () => { mockUserDailyActivityCall.mockResolvedValue(singlePage); + useAuthorizedMock.mockReturnValue({ accessToken: "test-token", userId: "u1", userRole: "proxy_admin" }); + const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } }); const { getByRole, getByTestId } = render( - , + + + , ); await waitFor(() => expect(mockUserDailyActivityCall).toHaveBeenCalledTimes(1)); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx index c6d5a410418..60926f575bc 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/CostOptimizationView.test.tsx @@ -1,5 +1,7 @@ +import React from "react"; import { fireEvent, render } from "@testing-library/react"; import { beforeEach, describe, expect, it, vi } from "vitest"; +import { QueryClient, QueryClientProvider } from "@tanstack/react-query"; const { useAuthorizedMock } = vi.hoisted(() => ({ useAuthorizedMock: vi.fn() })); @@ -7,6 +9,13 @@ vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: useAuthorizedMock, })); +vi.mock("@/components/networking", () => ({ + organizationListCall: vi.fn().mockResolvedValue([]), + userDailyActivityCall: vi + .fn() + .mockResolvedValue({ results: [], metadata: { total_pages: 1, has_more: false, page: 1 } }), +})); + vi.mock("./UsageTab", () => ({ __esModule: true, default: () =>
})); vi.mock("./PromptCompressionTab", () => ({ __esModule: true, default: () =>
})); vi.mock("./PromptCachingTab", () => ({ __esModule: true, default: () =>
})); @@ -19,7 +28,12 @@ import CostOptimizationView from "./CostOptimizationView"; const renderView = (userRole = "Admin") => { useAuthorizedMock.mockReturnValue({ accessToken: "test-token", userId: "u1", userRole }); - return render(); + const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } }); + return render( + + + , + ); }; describe("CostOptimizationView", () => { diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.test.tsx new file mode 100644 index 00000000000..057eb54ee4e --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.test.tsx @@ -0,0 +1,163 @@ +import { render, screen } from "@testing-library/react"; +import React from "react"; +import { describe, expect, it, vi } from "vitest"; + +import type { AutoRouterDeployment } from "@/app/(dashboard)/hooks/models/useModels"; + +vi.mock("@/components/shared/charts", () => ({ + DonutChart: ({ label }: { label: string }) =>
{label}
, + SEQUENTIAL_COLOR_RAMP: ["indigo", "blue"], + chartColorValue: (color: string) => color, +})); + +import TierTurnsChart, { tierDisplayLabel } from "./TierTurnsChart"; +import type { AutoRouterBenchmarkGroup, BenchmarkView } from "./autoRouterBenchmarks"; + +const totalsOnly = { + sessions: 3, + turns: 9, + avg_turns_per_session: 3, + avg_session_seconds: 60, + avg_tokens_per_session: 100, + spend: 1, + saved_spend: 1, + baseline_spend: 2, + saved_pct: 50, + saved_per_session: 0.33, + cache: { + coverage_pct: 0, + hit_rate_pct: 0, + same_model: { turns: 0, hits: 0, hit_rate_pct: 0 }, + first_visit: { turns: 0, hits: 0, hit_rate_pct: 0 }, + return_to_tier: { turns: 0, hits: 0, hit_rate_pct: 0 }, + unordered_turns: 0, + return_misses_expired: 0, + return_misses_within_ttl: 0, + return_misses_unknown: 0, + ttl_5m_turns: 0, + ttl_1h_turns: 0, + }, +}; + +const groupView = (overrides: Partial = {}): BenchmarkView => ({ + label: "claude-auto", + stats: { + ...totalsOnly, + router_name: "claude-auto", + router_type: "complexity", + tier_turns: { SIMPLE: 3, COMPLEX: 1 }, + ...overrides, + } as AutoRouterBenchmarkGroup, +}); + +const deployment = (config: unknown): AutoRouterDeployment => ({ + model_name: "claude-auto", + litellm_params: { model: "auto_router/claude-auto", complexity_router_config: config }, +}); + +describe("tierDisplayLabel", () => { + it("prefers the admin's custom label for a canonical complexity tier", () => { + expect(tierDisplayLabel("SIMPLE", { SIMPLE: "Cheap" })).toBe("Cheap"); + }); + + it("falls back to the canonical name when that tier has no custom label", () => { + expect(tierDisplayLabel("COMPLEX", { SIMPLE: "Cheap" })).toBe("Complex"); + expect(tierDisplayLabel("REASONING", undefined)).toBe("Reasoning"); + }); + + it("shows a non-complexity tier verbatim, since no label map covers a quality router's tier", () => { + expect(tierDisplayLabel("3", { SIMPLE: "Cheap" })).toBe("3"); + }); +}); + +describe("TierTurnsChart", () => { + it("labels each slice with its tier and share of the tiered turns", () => { + render(); + + expect(screen.getByText("Cheap 75%")).toBeInTheDocument(); + expect(screen.getByText("Complex 25%")).toBeInTheDocument(); + expect(screen.getByTestId("donut")).toHaveTextContent("4 total turns"); + }); + + it("reads tier_labels out of a config stored as a JSON string", () => { + const stored = JSON.stringify({ tier_labels: { SIMPLE: "Cheap" } }); + render(); + + expect(screen.getByText("Cheap 75%")).toBeInTheDocument(); + }); + + it("uses canonical names when the router is not in the deployment list", () => { + render(); + + expect(screen.getByText("Simple 75%")).toBeInTheDocument(); + expect(screen.getByText("Complex 25%")).toBeInTheDocument(); + }); + + it("lists each tier's assigned models below its name and share", () => { + render( + , + ); + + expect(screen.getByText("gpt-4o-mini")).toBeInTheDocument(); + expect(screen.getByText("gpt-4o, claude-3-opus")).toBeInTheDocument(); + }); + + it("widens a bare string tier (pinned single model) into its one-model list", () => { + render(); + + expect(screen.getByText("gpt-4o-mini")).toBeInTheDocument(); + }); + + it("omits the model line for a tier with no configured models", () => { + render(); + + expect(screen.getByText("Simple 75%")).toBeInTheDocument(); + }); + + it("shows no models for a quality router's numeric tier, which has no per-tier model list", () => { + render( + , + ); + + expect(screen.getByText("3 75%")).toBeInTheDocument(); + expect(screen.getByText("1 25%")).toBeInTheDocument(); + expect(screen.queryByText("gpt-4o")).not.toBeInTheDocument(); + }); + + it("ignores a same-named deployment of a different router type", () => { + const qualityDeployment = { + model_name: "claude-auto", + litellm_params: { model: "auto_router/claude-auto", quality_router_config: { available_models: ["gpt-4o"] } }, + }; + + render( + , + ); + + expect(screen.getByText("Simple 75%")).toBeInTheDocument(); + expect(screen.queryByText("gpt-4o")).not.toBeInTheDocument(); + }); + + it("renders nothing for the all-routers view, which carries no router identity", () => { + const { container } = render( + , + ); + + expect(container).toBeEmptyDOMElement(); + }); + + it("renders nothing when the router recorded no tiers", () => { + const { container } = render(); + + expect(container).toBeEmptyDOMElement(); + }); +}); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.tsx new file mode 100644 index 00000000000..5b9b8563baa --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/TierTurnsChart.tsx @@ -0,0 +1,148 @@ +"use client"; + +import React from "react"; + +import type { AutoRouterDeployment } from "@/app/(dashboard)/hooks/models/useModels"; +import { hydrateTierLabels } from "@/components/add_model/build_complexity_router_config"; +import { + TIER_KEYS, + effectiveTierLabel, + type ComplexityTierLabels, + type ComplexityTiers, +} from "@/components/add_model/ComplexityRouterConfig"; +import { normalizeTierModels } from "@/components/add_model/complexity_router_tiers"; +import { chartColorValue, DonutChart, type ChartColor } from "@/components/shared/charts"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; + +import { viewGroup, type BenchmarkView } from "./autoRouterBenchmarks"; + +const safeParse = (value: string): unknown => { + try { + return JSON.parse(value); + } catch { + return null; + } +}; + +const asRecord = (value: unknown): Record => { + const parsed: unknown = typeof value === "string" ? safeParse(value) : value; + return typeof parsed === "object" && parsed !== null && !Array.isArray(parsed) + ? (parsed as Record) + : {}; +}; + +const isComplexityTier = (tier: string): tier is keyof ComplexityTiers => + (TIER_KEYS as readonly string[]).includes(tier); + +export const tierDisplayLabel = (tier: string, tierLabels: ComplexityTierLabels | undefined): string => + isComplexityTier(tier) ? effectiveTierLabel(tier, tierLabels) : tier; + +const CONFIG_KEY_BY_ROUTER_TYPE: Record> = { + complexity: "complexity_router_config", + quality: "quality_router_config", + auto_router: "auto_router_config", + adaptive: "adaptive_router_config", +}; + +const deploymentFor = ( + routerName: string, + routerType: string, + autoRouters: readonly AutoRouterDeployment[], +): AutoRouterDeployment | undefined => { + const configKey = CONFIG_KEY_BY_ROUTER_TYPE[routerType]; + if (!configKey) return undefined; + return autoRouters.find((d) => d.model_name === routerName && d.litellm_params?.[configKey]); +}; + +const tierLabelsFor = ( + routerName: string, + routerType: string, + autoRouters: readonly AutoRouterDeployment[], +): ComplexityTierLabels | undefined => { + const deployment = deploymentFor(routerName, routerType, autoRouters); + if (!deployment) return undefined; + const config = asRecord(deployment.litellm_params?.complexity_router_config); + return hydrateTierLabels(config.tier_labels); +}; + +const tierModelsFor = ( + tier: string, + routerName: string, + routerType: string, + autoRouters: readonly AutoRouterDeployment[], +): string[] => { + if (!isComplexityTier(tier)) return []; + const deployment = deploymentFor(routerName, routerType, autoRouters); + if (!deployment) return []; + const config = asRecord(deployment.litellm_params?.complexity_router_config); + const tiers = asRecord(config.tiers); + return normalizeTierModels(tiers[tier]); +}; + +interface TierTurnsChartProps { + view: BenchmarkView; + autoRouters: readonly AutoRouterDeployment[]; +} + +const TIER_DONUT_COLORS: readonly ChartColor[] = ["#c7d2fe", "#1e293b", "#d4b483", "#87a878"]; + +const TierTurnsChart: React.FC = ({ view, autoRouters }) => { + const group = viewGroup(view); + const entries = Object.entries(group?.tier_turns ?? {}).filter(([, turns]) => turns > 0); + if (!group || entries.length === 0) return null; + + const tierLabels = tierLabelsFor(group.router_name, group.router_type, autoRouters); + const total = entries.reduce((sum, [, turns]) => sum + turns, 0); + const slices = entries.map(([tier, turns]) => ({ + tier: tierDisplayLabel(tier, tierLabels), + turns, + models: tierModelsFor(tier, group.router_name, group.router_type, autoRouters), + })); + const colors = slices.map((_, idx) => TIER_DONUT_COLORS[idx % TIER_DONUT_COLORS.length]); + + return ( + + + Routing by tier +

+ Turns each tier served. Turns the classifier sent to the default model belong to no tier and are not counted + here, so this can total less than the router's turns. +

+ + +
+ value.toLocaleString()} + showLabel + label={`${total.toLocaleString()} total turns`} + /> +
    + {slices.map((slice, idx) => ( +
  • + +
    +

    + {slice.tier} {Math.round((100 * slice.turns) / total).toLocaleString()}% +

    + {slice.models.length > 0 && ( +

    {slice.models.join(", ")}

    + )} +
    +
    • + ))} +
+
+ + + ); +}; + +export default TierTurnsChart; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/autoRouterBenchmarks.ts b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/autoRouterBenchmarks.ts index 00793548278..2e1031ce701 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/autoRouterBenchmarks.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/autoRouterBenchmarks.ts @@ -24,9 +24,12 @@ export const windowFor = (range: BenchmarkWindow, now: Date): { start_date: stri export interface BenchmarkView { label: string; - stats: AutoRouterBenchmarkTotals; + stats: AutoRouterBenchmarkTotals | AutoRouterBenchmarkGroup; } +export const viewGroup = (view: BenchmarkView): AutoRouterBenchmarkGroup | null => + "router_name" in view.stats ? view.stats : null; + export const groupKey = (group: AutoRouterBenchmarkGroup): string => `${group.router_name} ${group.router_type}`; export const groupLabel = (group: AutoRouterBenchmarkGroup, groups: readonly AutoRouterBenchmarkGroup[]): string => { diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts index 966d2162a62..8989e098f54 100644 --- a/ui/litellm-dashboard/src/lib/http/schema.d.ts +++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts @@ -21403,7 +21403,7 @@ export interface components { spend: number; /** * Tier Turns - * @description Turns per tier, keyed by the tier name the routing decision recorded at request time (never re-derived at read time, since the tier-to-model mapping is mutable config). Tier names are scoped to this group's router_type and are not comparable across types: a complexity router reports 'simple'/'medium'/'complex'/'reasoning', a quality router reports its numeric quality tier, and an adaptive router records no tier at all. Turns no tier served (the classifier fell back to default_model) are absent rather than pooled under a sentinel key, so the values may sum to less than turns + * @description Turns per tier, keyed by the tier name the routing decision recorded at request time (never re-derived at read time, since the tier-to-model mapping is mutable config). Tier names are scoped to this group's router_type and are not comparable across types: a complexity router reports 'SIMPLE'/'MEDIUM'/'COMPLEX'/'REASONING', a quality router reports its numeric quality tier, and an adaptive router records no tier at all. Turns no tier served (the classifier fell back to default_model) are absent rather than pooled under a sentinel key, so the values may sum to less than turns */ tier_turns?: { [key: string]: number; From c8f385483354a85168d159b90e31c4cd05f58824 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:44:47 +0000 Subject: [PATCH 219/234] docs: require a user flow and a stuck-at proof in feature requests Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/feature_request.yml | 57 ++++++++++++++++++++-- CLAUDE.md | 2 +- 2 files changed, 55 insertions(+), 4 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml index 4cc42901897..d1c31e4ff6d 100644 --- a/.github/ISSUE_TEMPLATE/feature_request.yml +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -24,10 +24,61 @@ body: validations: required: true - type: textarea - id: motivation + id: user-flow attributes: - label: Motivation, pitch - description: Please outline the motivation for the proposal. Is your feature request related to a specific problem? e.g., "I'm working on X and would like Y to be possible". If this is related to another GitHub issue, please link here too. + label: User Flow + description: Two numbered lists walking the same end user through the same task, one today without the feature and one with it. Keep the guidance comments in the box while you fill it in, they explain every rule. + value: | + + + Today (without the feature): + + 1. + 2. + 3. + + With the feature: + + 1. + 2. + 3. + validations: + required: true + - type: textarea + id: how-far-you-got + attributes: + label: How far you got + description: Walk the "With the feature" list against a live proxy and paste the commands and output up to the step where you get stuck. Keep the guidance comments in the box while you fill it in, they explain every rule. + value: | + + validations: required: true - type: dropdown diff --git a/CLAUDE.md b/CLAUDE.md index 0e63b86036d..02cc8e024df 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -31,7 +31,7 @@ When creating PRs, don't set base to `main`. `litellm_internal_staging` is the d When writing a PR body, treat the comments and imperative instructions inside @.github/pull_request_template.md as rules to follow, not just layout. Agent harnesses may strip HTML comments from copies of that file injected into context, so read .github/pull_request_template.md from disk before writing a PR body to make sure you see every comment rule -Same applies for filing bug reports and .github/ISSUE_TEMPLATE/bug_report.yml +Same applies for filing bug reports and feature requests, and .github/ISSUE_TEMPLATE/bug_report.yml and .github/ISSUE_TEMPLATE/feature_request.yml If you're resolving a linear ticket, in the "## Linear ticket" section of the PR, say "Resolves LIT-1234", replacing "LIT-1234" with the actual ticket id that you're resolving. If you don't have the ticket id, don't make one up or search for it. Just leave the section blank From 471bb834ba9962452e446eda34308b9c7bbf7b60 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:45:44 +0000 Subject: [PATCH 220/234] docs: rename the feature request flow lists to before/after this feature Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/feature_request.yml | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml index d1c31e4ff6d..4ffa491883c 100644 --- a/.github/ISSUE_TEMPLATE/feature_request.yml +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -27,25 +27,25 @@ body: id: user-flow attributes: label: User Flow - description: Two numbered lists walking the same end user through the same task, one today without the feature and one with it. Keep the guidance comments in the box while you fill it in, they explain every rule. + description: Two numbered lists walking the same end user through the same task, one as it goes today and one as it would ideally go with the feature. Keep the guidance comments in the box while you fill it in, they explain every rule. value: | - - Today (without the feature): + Before this feature (today): 1. 2. 3. - With the feature: + After this feature (ideal user flow): 1. 2. @@ -70,9 +70,9 @@ body: id: how-far-you-got attributes: label: How far you got - description: Walk the "With the feature" list against a live proxy and paste the commands and output up to the step where you get stuck. Keep the guidance comments in the box while you fill it in, they explain every rule. + description: Walk the "After this feature (ideal user flow)" list against a live proxy and paste the commands and output up to the step where you get stuck. Keep the guidance comments in the box while you fill it in, they explain every rule. value: | - + Config / setup the proxy ran with: + + Version or commit: + + Commands and their full output, up to the step that dead-ends: + + What stopped me there: + validations: required: true + - type: checkboxes + id: attempt-attestation + attributes: + label: About that attempt + options: + - label: I ran it against a live proxy myself, with no mocks, and the output above is what I actually got back + required: true - type: dropdown id: component attributes: From 38a1bec5c2de09e722faaf8a498e204d1f24ecd5 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:56:38 +0000 Subject: [PATCH 222/234] fix(triage): require evidence of the dead-end in feature requests Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/scripts/triage_with_llm.py | 5 +++++ tests/test_litellm/test_github_triage_with_llm.py | 13 +++++++++++++ 2 files changed, 18 insertions(+) diff --git a/.github/scripts/triage_with_llm.py b/.github/scripts/triage_with_llm.py index a7bd145dbc8..0908c3d76cc 100644 --- a/.github/scripts/triage_with_llm.py +++ b/.github/scripts/triage_with_llm.py @@ -597,6 +597,11 @@ def build_issue_prompt(*, title: str, body: str) -> str: that it does not today). - Motivation / use case with a concrete example (config, API call, UI flow, or scenario showing what's blocked today). + - END-TO-END EVIDENCE OF THE DEAD-END: a video, a screenshot, or the + exact command(s) actually run paired with their real output, + showing the point where the flow stops today. Mocked or stubbed + dependencies do NOT count, and an unfilled template scaffold + (bare headings, empty numbered lists) counts as absent. For an issue that is neither a bug report nor a feature request (a question, support request, or discussion), PASS as long as it has a diff --git a/tests/test_litellm/test_github_triage_with_llm.py b/tests/test_litellm/test_github_triage_with_llm.py index 300fd7c0710..3172dc93e82 100644 --- a/tests/test_litellm/test_github_triage_with_llm.py +++ b/tests/test_litellm/test_github_triage_with_llm.py @@ -678,6 +678,19 @@ class TestBuildPrompts: assert "unfilled template scaffold" in normalized assert "counts as absent, not as evidence" in normalized + def test_issue_feature_rubric_requires_evidence_of_the_dead_end( + self, triage_module + ): + # The feature form asks the requester to walk the ideal flow against a + # live proxy and paste output up to the step that dead-ends, so the + # judge has to demand that evidence, and must not accept an unedited + # scaffold of bare headings as if it were a real attempt. + prompt = triage_module.build_issue_prompt(title="t", body="x") + normalized = " ".join(prompt.split()) + assert "END-TO-END EVIDENCE OF THE DEAD-END" in normalized + assert "showing the point where the flow stops today" in normalized + assert "unfilled template scaffold" in normalized + def test_should_not_crash_when_pr_body_contains_curly_braces(self, triage_module): """User-supplied content with `{` / `}` must NOT be re-parsed by `str.format()`. `format` only scans the template literal for From 1d9500066e31fc2c69012b809f8154978dea197b Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 02:59:10 +0000 Subject: [PATCH 223/234] fix: move feature request guidance out of prefilled values so required means filled Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/feature_request.yml | 52 ++++++++-------------- 1 file changed, 18 insertions(+), 34 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml index fc79f5af6d2..5fbed194223 100644 --- a/.github/ISSUE_TEMPLATE/feature_request.yml +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -27,18 +27,16 @@ body: id: user-flow attributes: label: User Flow - description: Two numbered lists walking the same end user through the same task, one as it goes today and one as it would ideally go with the feature. Keep the guidance comments in the box while you fill it in, they explain every rule. - value: | - - - Before this feature (today): - - 1. - 2. - 3. - - After this feature (ideal user flow): - - 1. - 2. - 3. validations: required: true - type: textarea id: how-far-you-got attributes: label: How far you got - description: Walk the "After this feature (ideal user flow)" list against a live proxy and paste the commands and output up to the step where you get stuck. Keep the guidance comments in the box while you fill it in, they explain every rule. - value: | - + description: | + Run as many steps of the "After this feature (ideal user flow)" list as you can against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), then paste the commands (e.g., curl) and their full output, ending at the step that dead-ends. Every rule below applies. + - Say plainly what stopped you there, in user terms: the option you passed came back ignored, the response 400'd naming an unsupported field, there is no button on the page for it. This is what proves the feature is genuinely missing rather than undocumented, and it is the single most useful thing you can give us + - No mocks. Where the flow involves a provider call, hit the real provider API, even though that costs real $. `pytest` commands are not enough + - Include the config.yaml (or SDK setup) and env vars the proxy ran with, plus the version or commit you were on. Keep the real values for env vars that aren't sensitive, and redact only the secrets: never paste a real API key, virtual key, database URL, or other credential, here or anywhere else in the issue + - If the provider already supports this, link their API docs and paste a direct call to them succeeding, so we can see the shape LiteLLM should be sending + - For UI asks: include screenshots of the page you got stuck on and its URL. Scrub keys and tokens out of screenshots too, they show up in headers, request panels, and the Admin UI + placeholder: | Config / setup the proxy ran with: Version or commit: @@ -86,7 +71,6 @@ body: Commands and their full output, up to the step that dead-ends: What stopped me there: - validations: required: true - type: checkboxes From 4eb4511f20267c392b5386d4f37d4a63169fc7f1 Mon Sep 17 00:00:00 2001 From: Mateo Wang <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 08:35:22 -0700 Subject: [PATCH 224/234] chore: make it clearer --- CLAUDE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CLAUDE.md b/CLAUDE.md index 02cc8e024df..a3c24b84ea8 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -31,7 +31,7 @@ When creating PRs, don't set base to `main`. `litellm_internal_staging` is the d When writing a PR body, treat the comments and imperative instructions inside @.github/pull_request_template.md as rules to follow, not just layout. Agent harnesses may strip HTML comments from copies of that file injected into context, so read .github/pull_request_template.md from disk before writing a PR body to make sure you see every comment rule -Same applies for filing bug reports and feature requests, and .github/ISSUE_TEMPLATE/bug_report.yml and .github/ISSUE_TEMPLATE/feature_request.yml +Same applies for filing bug reports and feature requests, with .github/ISSUE_TEMPLATE/bug_report.yml and .github/ISSUE_TEMPLATE/feature_request.yml, respectively If you're resolving a linear ticket, in the "## Linear ticket" section of the PR, say "Resolves LIT-1234", replacing "LIT-1234" with the actual ticket id that you're resolving. If you don't have the ticket id, don't make one up or search for it. Just leave the section blank From cf1766be1bb49f61c020ed2ba8def74f9be46454 Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 16:26:10 +0000 Subject: [PATCH 225/234] chore: drop the feature request attempt attestation and tighten its wording Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/feature_request.yml | 13 +++---------- 1 file changed, 3 insertions(+), 10 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml index 5fbed194223..30a7e839eb3 100644 --- a/.github/ISSUE_TEMPLATE/feature_request.yml +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -58,11 +58,11 @@ body: description: | Run as many steps of the "After this feature (ideal user flow)" list as you can against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), then paste the commands (e.g., curl) and their full output, ending at the step that dead-ends. Every rule below applies. - - Say plainly what stopped you there, in user terms: the option you passed came back ignored, the response 400'd naming an unsupported field, there is no button on the page for it. This is what proves the feature is genuinely missing rather than undocumented, and it is the single most useful thing you can give us - - No mocks. Where the flow involves a provider call, hit the real provider API, even though that costs real $. `pytest` commands are not enough + - Say plainly what stopped you there, in user terms: the option you passed came back ignored, the response 400'd naming an unsupported field, there is no button on the page for it. This is what proves the feature is genuinely missing rather than undocumented + - No mocks. Where the flow involves a provider call, hit the real provider API, even if it costs real $$$. `pytest` commands are not enough - Include the config.yaml (or SDK setup) and env vars the proxy ran with, plus the version or commit you were on. Keep the real values for env vars that aren't sensitive, and redact only the secrets: never paste a real API key, virtual key, database URL, or other credential, here or anywhere else in the issue - If the provider already supports this, link their API docs and paste a direct call to them succeeding, so we can see the shape LiteLLM should be sending - - For UI asks: include screenshots of the page you got stuck on and its URL. Scrub keys and tokens out of screenshots too, they show up in headers, request panels, and the Admin UI + - For UI asks: include screenshots of the page you got stuck on and its URL. Scrub keys and tokens out of screenshots too (for example, the virtual key is briefly shown in the panel right after you create a virtual key) placeholder: | Config / setup the proxy ran with: @@ -73,13 +73,6 @@ body: What stopped me there: validations: required: true - - type: checkboxes - id: attempt-attestation - attributes: - label: About that attempt - options: - - label: I ran it against a live proxy myself, with no mocks, and the output above is what I actually got back - required: true - type: dropdown id: component attributes: From d4468ba63ab3c2a5048935ad5b5d53327ac684ba Mon Sep 17 00:00:00 2001 From: mateo Date: Tue, 11 Aug 2026 16:31:27 +0000 Subject: [PATCH 226/234] chore: say real $ instead of $$$ in the feature request attempt rules Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/feature_request.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml index 30a7e839eb3..41b097041f1 100644 --- a/.github/ISSUE_TEMPLATE/feature_request.yml +++ b/.github/ISSUE_TEMPLATE/feature_request.yml @@ -59,7 +59,7 @@ body: Run as many steps of the "After this feature (ideal user flow)" list as you can against a live proxy you ran yourself (e.g., `litellm --config config.yaml --detailed_debug` on localhost:4000), then paste the commands (e.g., curl) and their full output, ending at the step that dead-ends. Every rule below applies. - Say plainly what stopped you there, in user terms: the option you passed came back ignored, the response 400'd naming an unsupported field, there is no button on the page for it. This is what proves the feature is genuinely missing rather than undocumented - - No mocks. Where the flow involves a provider call, hit the real provider API, even if it costs real $$$. `pytest` commands are not enough + - No mocks. Where the flow involves a provider call, hit the real provider API, even if it costs real $. `pytest` commands are not enough - Include the config.yaml (or SDK setup) and env vars the proxy ran with, plus the version or commit you were on. Keep the real values for env vars that aren't sensitive, and redact only the secrets: never paste a real API key, virtual key, database URL, or other credential, here or anywhere else in the issue - If the provider already supports this, link their API docs and paste a direct call to them succeeding, so we can see the shape LiteLLM should be sending - For UI asks: include screenshots of the page you got stuck on and its URL. Scrub keys and tokens out of screenshots too (for example, the virtual key is briefly shown in the panel right after you create a virtual key) From e59da407503145a2087253f89cb1955d645a309b Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 10:43:16 -0700 Subject: [PATCH 227/234] fix(triage): ask for dead-end evidence in feature request recovery comments --- .github/scripts/triage_with_llm.py | 13 +++++++++---- .../test_litellm/test_github_triage_with_llm.py | 17 +++++++++++++++++ 2 files changed, 26 insertions(+), 4 deletions(-) diff --git a/.github/scripts/triage_with_llm.py b/.github/scripts/triage_with_llm.py index 0908c3d76cc..6499a063b39 100644 --- a/.github/scripts/triage_with_llm.py +++ b/.github/scripts/triage_with_llm.py @@ -843,8 +843,11 @@ def format_issue_close_comment(verdict: dict) -> str: "video, a screenshot, or the exact commands you ran with their real output / " "traceback) plus expected vs. actual behavior. Written steps with no run output, " "video, or screenshot don't count, and mocked or stubbed runs don't count.\n" - " - For **feature requests**: a concrete description of what should change, plus a " - "use case and example (config / API call / UI flow).\n" + " - For **feature requests**: a concrete description of what should change, a " + "use case and example (config / API call / UI flow), plus end-to-end evidence of " + "the dead-end (a video, a screenshot, or the exact commands you ran with their " + "real output showing where the flow stops today). Mocked or stubbed runs don't " + "count.\n" "2. Comment `@agent-shin reconsider`. I'll re-run triage and reopen the issue if it " "now meets the bar. (GitHub doesn't let external authors reopen an issue a maintainer " "or bot closed, so the comment-based reconsider is the reliable path.)\n" @@ -950,8 +953,10 @@ def format_grace_warning_issue_comment(verdict: dict) -> str: "screenshot, or the exact commands you ran with their real output / traceback) plus " "expected vs. actual behavior. Written steps with no run output don't count, and " "mocked or stubbed runs don't count.\n" - "- For **feature requests**: a concrete description of what should change, plus a use " - "case and example (config / API call / UI flow).\n" + "- For **feature requests**: a concrete description of what should change, a use " + "case and example (config / API call / UI flow), plus end-to-end evidence of the " + "dead-end (a video, a screenshot, or the exact commands you ran with their real " + "output showing where the flow stops today). Mocked or stubbed runs don't count.\n" "\n" "**If the issue does get auto-closed in 2 hours**, comment `@agent-shin reconsider` " "and I'll re-evaluate. If it now meets the bar, I'll reopen the issue.\n" diff --git a/tests/test_litellm/test_github_triage_with_llm.py b/tests/test_litellm/test_github_triage_with_llm.py index 3172dc93e82..50b198f62c5 100644 --- a/tests/test_litellm/test_github_triage_with_llm.py +++ b/tests/test_litellm/test_github_triage_with_llm.py @@ -207,6 +207,23 @@ class TestCloseCommentText: assert "end-to-end qa proof" in body.lower() assert "mock" in body.lower() + def test_issue_recovery_comments_should_name_feature_dead_end_evidence( + self, triage_module + ): + # The feature-request pass bar demands end-to-end evidence of the + # dead-end, so the close and grace-warning recovery bullets must ask + # for it too — otherwise a requester follows those exact instructions + # (description + use case only) and fails `reconsider` again with no + # hint of what else was needed. + verdict = {"verdict": "fail", "missing": [], "explanation": ""} + for body in ( + triage_module.format_issue_close_comment(verdict), + triage_module.format_grace_warning_issue_comment(verdict), + ): + normalized = " ".join(body.split()) + assert "end-to-end evidence of the dead-end" in normalized + assert "showing where the flow stops today" in normalized + def test_all_agent_shin_comments_should_use_bullet_train_emoji(self, triage_module): # The bullet train (🚅) is Agent Shin's symbol, matching the LiteLLM # logo; the previous wave (👋) was generic and didn't match the bot's From 812abcc7f55153cf5ac11a49d76c0b3a6775f4e3 Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 10:57:46 -0700 Subject: [PATCH 228/234] fix(triage): track and credit feature dead-end evidence in the verdict --- .github/scripts/triage_with_llm.py | 17 ++++++++---- .../test_github_triage_with_llm.py | 26 +++++++++++++++++++ 2 files changed, 38 insertions(+), 5 deletions(-) diff --git a/.github/scripts/triage_with_llm.py b/.github/scripts/triage_with_llm.py index 6499a063b39..e23a012425a 100644 --- a/.github/scripts/triage_with_llm.py +++ b/.github/scripts/triage_with_llm.py @@ -597,11 +597,13 @@ def build_issue_prompt(*, title: str, body: str) -> str: that it does not today). - Motivation / use case with a concrete example (config, API call, UI flow, or scenario showing what's blocked today). - - END-TO-END EVIDENCE OF THE DEAD-END: a video, a screenshot, or the - exact command(s) actually run paired with their real output, - showing the point where the flow stops today. Mocked or stubbed - dependencies do NOT count, and an unfilled template scaffold - (bare headings, empty numbered lists) counts as absent. + - END-TO-END EVIDENCE OF THE DEAD-END (set + `has_dead_end_evidence=true` only when this is present): a video, + a screenshot, or the exact command(s) actually run paired with + their real output, showing the point where the flow stops today. + Mocked or stubbed dependencies do NOT count, and an unfilled + template scaffold (bare headings, empty numbered lists) counts as + absent. For an issue that is neither a bug report nor a feature request (a question, support request, or discussion), PASS as long as it has a @@ -615,6 +617,7 @@ def build_issue_prompt(*, title: str, body: str) -> str: "has_repro": boolean, "has_expected_vs_actual": boolean, "has_motivation_example": boolean, + "has_dead_end_evidence": boolean, "missing": ["plain-english strings naming what is missing"], "explanation": "1-2 sentence reasoning for the team to skim" }} @@ -712,6 +715,10 @@ _ISSUE_BUG_LABELS: tuple[tuple[str, str], ...] = ( ) _ISSUE_FEATURE_LABELS: tuple[tuple[str, str], ...] = ( ("has_motivation_example", "Motivation and concrete example"), + ( + "has_dead_end_evidence", + "End-to-end evidence of the dead-end (video, screenshot, or command + real output)", + ), ) diff --git a/tests/test_litellm/test_github_triage_with_llm.py b/tests/test_litellm/test_github_triage_with_llm.py index 50b198f62c5..96b77e80457 100644 --- a/tests/test_litellm/test_github_triage_with_llm.py +++ b/tests/test_litellm/test_github_triage_with_llm.py @@ -306,6 +306,27 @@ class TestCloseCommentText: assert "Expected vs. actual behavior" in body assert "- ✅ End-to-end evidence of the bug" not in body + def test_issue_close_comment_should_credit_feature_dead_end_evidence( + self, triage_module + ): + # A feature requester who pasted their dead-end run but skipped the + # motivation must see the evidence credited and only the motivation + # listed as a gap — without a dedicated verdict field the praise + # block could never acknowledge the work they did do. + body = triage_module.format_issue_close_comment( + { + "verdict": "fail", + "kind": "feature", + "has_motivation_example": False, + "has_dead_end_evidence": True, + "missing": ["motivation / use case"], + "explanation": "no use case given", + } + ) + assert "What you got right" in body + assert "- ✅ End-to-end evidence of the dead-end" in body + assert "- ✅ Motivation and concrete example" not in body + def test_close_comments_should_use_softer_park_for_later_framing( self, triage_module ): @@ -707,6 +728,11 @@ class TestBuildPrompts: assert "END-TO-END EVIDENCE OF THE DEAD-END" in normalized assert "showing the point where the flow stops today" in normalized assert "unfilled template scaffold" in normalized + # The evidence has its own verdict field so feature requesters who + # provided it get credited in "What you got right", exactly like + # `has_repro` credits bug evidence. + assert "`has_dead_end_evidence=true` only when this is present" in normalized + assert '"has_dead_end_evidence": boolean' in normalized def test_should_not_crash_when_pr_body_contains_curly_braces(self, triage_module): """User-supplied content with `{` / `}` must NOT be re-parsed by From b144b15d48ddf78e9096488bad531aee8709dfd3 Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Tue, 11 Aug 2026 11:02:57 -0700 Subject: [PATCH 229/234] fix(proxy): add config_updated_at audit timestamp for virtual keys (#36488) * fix(proxy): add config_updated_at audit timestamp for virtual keys updated_at carries Prisma's @updatedAt, so every batched spend flush rewrites it and it cannot distinguish config changes from usage. Add an additive config_updated_at column stamped only by key management writes (update, bulk update, regenerate, block, unblock) via a shared helper, expose it on key responses, and switch the key page's Last Updated to it with a created_at fallback. * test(proxy): assert config_updated_at survives key archival * refactor(proxy): rename config_updated_at to settings_updated_at --- .../migration.sql | 5 + .../litellm_proxy_extras/schema.prisma | 2 + litellm/models/verification_token.py | 1 + .../key_management_endpoints.py | 7 +- .../management_helpers/key_settings_audit.py | 14 +++ litellm/proxy/schema.prisma | 2 + litellm/proxy/utils.py | 3 +- schema.prisma | 2 + .../proxy/db/test_db_spend_update_writer.py | 64 ++++++++++ .../test_key_management_endpoints.py | 110 ++++++++++++++++-- tests/test_litellm/proxy/test_proxy_utils.py | 22 ++++ .../components/key_team_helpers/key_list.tsx | 1 + .../templates/key_info_view.test.tsx | 40 +++++++ .../components/templates/key_info_view.tsx | 4 +- ui/litellm-dashboard/src/lib/http/schema.d.ts | 6 + 15 files changed, 269 insertions(+), 14 deletions(-) create mode 100644 litellm-proxy-extras/litellm_proxy_extras/migrations/20260810000000_add_verificationtoken_settings_updated_at/migration.sql create mode 100644 litellm/proxy/management_helpers/key_settings_audit.py diff --git a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260810000000_add_verificationtoken_settings_updated_at/migration.sql b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260810000000_add_verificationtoken_settings_updated_at/migration.sql new file mode 100644 index 00000000000..fa12f4eb138 --- /dev/null +++ b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260810000000_add_verificationtoken_settings_updated_at/migration.sql @@ -0,0 +1,5 @@ +-- AlterTable +ALTER TABLE "LiteLLM_VerificationToken" ADD COLUMN IF NOT EXISTS "settings_updated_at" TIMESTAMP(3); + +-- AlterTable +ALTER TABLE "LiteLLM_DeletedVerificationToken" ADD COLUMN IF NOT EXISTS "settings_updated_at" TIMESTAMP(3); diff --git a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma index 33fd9389b63..854602f5380 100644 --- a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma +++ b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma @@ -452,6 +452,7 @@ model LiteLLM_VerificationToken { created_by String? updated_at DateTime? @default(now()) @updatedAt @map("updated_at") updated_by String? + settings_updated_at DateTime? @map("settings_updated_at") last_active DateTime? // When this key was last used rotation_count Int? @default(0) // Number of times key has been rotated auto_rotate Boolean? @default(false) // Whether this key should be auto-rotated @@ -548,6 +549,7 @@ model LiteLLM_DeletedVerificationToken { created_by String? // Original creator updated_at DateTime? // Last update timestamp before deletion updated_by String? // Last user who updated before deletion + settings_updated_at DateTime? // Last configuration change before deletion last_active DateTime? // When this key was last used before deletion rotation_count Int? @default(0) auto_rotate Boolean? @default(false) diff --git a/litellm/models/verification_token.py b/litellm/models/verification_token.py index ea822c2dab0..fec3caec457 100644 --- a/litellm/models/verification_token.py +++ b/litellm/models/verification_token.py @@ -49,6 +49,7 @@ class LiteLLM_VerificationToken(LiteLLMPydanticObjectBase): created_by: str | None = None updated_at: datetime | None = None updated_by: str | None = None + settings_updated_at: datetime | None = None last_active: datetime | None = None object_permission_id: str | None = None object_permission: LiteLLM_ObjectPermissionTable | None = None diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index 38b5d755535..836b223c6ad 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -88,6 +88,7 @@ from litellm.proxy.management_endpoints.common_utils import ( from litellm.proxy.management_endpoints.model_management_endpoints import ( _add_model_to_db, ) +from litellm.proxy.management_helpers.key_settings_audit import with_settings_updated_at from litellm.proxy.management_helpers.object_permission_utils import ( _set_object_permission, attach_object_permission_to_dict, @@ -4693,7 +4694,7 @@ async def _execute_virtual_key_regeneration( updated_token: Final = await VerificationTokenRepository(prisma_client).table.update( where={"token": hashed_api_key}, - data=jsonified_update_data, + data=with_settings_updated_at(jsonified_update_data), ) updated_token_dict: Final[dict[str, object]] = dict(updated_token) if updated_token is not None else {} updated_token_dict["key"] = new_token @@ -6203,7 +6204,7 @@ async def block_key( record: Final = await _prisma_table(VerificationTokenRepository(prisma_client)).update( where={"token": hashed_token}, - data={"blocked": True}, + data=with_settings_updated_at({"blocked": True}), ) ## UPDATE KEY CACHE - invalidate so next read re-fetches from DB @@ -6316,7 +6317,7 @@ async def unblock_key( record: Final = await _prisma_table(VerificationTokenRepository(prisma_client)).update( where={"token": hashed_token}, - data={"blocked": False}, + data=with_settings_updated_at({"blocked": False}), ) ## UPDATE KEY CACHE - invalidate so next read re-fetches from DB diff --git a/litellm/proxy/management_helpers/key_settings_audit.py b/litellm/proxy/management_helpers/key_settings_audit.py new file mode 100644 index 00000000000..a2c4bd8cac0 --- /dev/null +++ b/litellm/proxy/management_helpers/key_settings_audit.py @@ -0,0 +1,14 @@ +"""Audit stamping for virtual key configuration changes.""" + +from collections.abc import Mapping +from datetime import datetime, timezone + + +def with_settings_updated_at(data: Mapping[str, object]) -> dict[str, object]: + """Stamp a key update payload with the time its configuration changed. + + ``updated_at`` carries Prisma's ``@updatedAt`` and so is rewritten by every + spend flush, which makes it useless for auditing; ``settings_updated_at`` is + written only from key-management write paths. + """ + return {**data, "settings_updated_at": datetime.now(timezone.utc)} diff --git a/litellm/proxy/schema.prisma b/litellm/proxy/schema.prisma index 33fd9389b63..854602f5380 100644 --- a/litellm/proxy/schema.prisma +++ b/litellm/proxy/schema.prisma @@ -452,6 +452,7 @@ model LiteLLM_VerificationToken { created_by String? updated_at DateTime? @default(now()) @updatedAt @map("updated_at") updated_by String? + settings_updated_at DateTime? @map("settings_updated_at") last_active DateTime? // When this key was last used rotation_count Int? @default(0) // Number of times key has been rotated auto_rotate Boolean? @default(false) // Whether this key should be auto-rotated @@ -548,6 +549,7 @@ model LiteLLM_DeletedVerificationToken { created_by String? // Original creator updated_at DateTime? // Last update timestamp before deletion updated_by String? // Last user who updated before deletion + settings_updated_at DateTime? // Last configuration change before deletion last_active DateTime? // When this key was last used before deletion rotation_count Int? @default(0) auto_rotate Boolean? @default(false) diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index dd0c57aa911..b5972935806 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -135,6 +135,7 @@ from litellm.proxy.hooks.sensitive_data_routing import ( _PROXY_SensitiveDataRoutingHandler, ) from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup +from litellm.proxy.management_helpers.key_settings_audit import with_settings_updated_at from litellm.proxy.policy_engine.pipeline_executor import PipelineExecutor from litellm.repositories.budget_repository import BudgetRepository from litellm.repositories.config_repository import ConfigRepository @@ -3996,7 +3997,7 @@ class PrismaClient: db_data["token"] = token response: Final = await VerificationTokenRepository(self).table.update( where={"token": token}, - data={**db_data}, + data=with_settings_updated_at(db_data), ) verbose_proxy_logger.debug("\033[91m" + f"DB Token Table update succeeded {response}" + "\033[0m") _data: dict = {} diff --git a/schema.prisma b/schema.prisma index 33fd9389b63..854602f5380 100644 --- a/schema.prisma +++ b/schema.prisma @@ -452,6 +452,7 @@ model LiteLLM_VerificationToken { created_by String? updated_at DateTime? @default(now()) @updatedAt @map("updated_at") updated_by String? + settings_updated_at DateTime? @map("settings_updated_at") last_active DateTime? // When this key was last used rotation_count Int? @default(0) // Number of times key has been rotated auto_rotate Boolean? @default(false) // Whether this key should be auto-rotated @@ -548,6 +549,7 @@ model LiteLLM_DeletedVerificationToken { created_by String? // Original creator updated_at DateTime? // Last update timestamp before deletion updated_by String? // Last user who updated before deletion + settings_updated_at DateTime? // Last configuration change before deletion last_active DateTime? // When this key was last used before deletion rotation_count Int? @default(0) auto_rotate Boolean? @default(false) diff --git a/tests/test_litellm/proxy/db/test_db_spend_update_writer.py b/tests/test_litellm/proxy/db/test_db_spend_update_writer.py index 51810a28cdd..2c426e0f071 100644 --- a/tests/test_litellm/proxy/db/test_db_spend_update_writer.py +++ b/tests/test_litellm/proxy/db/test_db_spend_update_writer.py @@ -2157,3 +2157,67 @@ async def test_daily_transaction_compression_saved_tokens_zero_when_absent(): assert transaction["compression_saved_tokens"] == 0 assert transaction["compression_savings_spend"] == 0 assert transaction["prompt_caching_savings_spend"] == 0 + + +@pytest.mark.asyncio +async def test_commit_spend_updates_to_db_does_not_stamp_key_settings_updated_at(): + """Spend flushes must leave settings_updated_at alone, or it decays into + another `updated_at` and stops being an audit signal.""" + db_writer = DBSpendUpdateWriter() + + mock_batcher = MagicMock() + mock_batcher.litellm_verificationtoken = MagicMock() + mock_batcher.litellm_verificationtoken.update_many = MagicMock() + mock_batcher.litellm_usertable = MagicMock() + mock_batcher.litellm_usertable.update_many = MagicMock() + mock_batcher.litellm_teamtable = MagicMock() + mock_batcher.litellm_teamtable.update_many = MagicMock() + mock_batcher.litellm_teammembership = MagicMock() + mock_batcher.litellm_teammembership.update_many = MagicMock() + mock_batcher.litellm_organizationtable = MagicMock() + mock_batcher.litellm_organizationtable.update_many = MagicMock() + mock_batcher.litellm_tagtable = MagicMock() + mock_batcher.litellm_tagtable.update_many = MagicMock() + mock_batcher.litellm_agentstable = MagicMock() + mock_batcher.litellm_agentstable.update_many = MagicMock() + + mock_transaction = AsyncMock() + mock_transaction.__aenter__ = AsyncMock(return_value=mock_transaction) + mock_transaction.__aexit__ = AsyncMock(return_value=False) + mock_transaction.batch_ = MagicMock( + return_value=AsyncMock( + __aenter__=AsyncMock(return_value=mock_batcher), + __aexit__=AsyncMock(return_value=False), + ) + ) + + mock_prisma_client = MagicMock() + mock_prisma_client.db = MagicMock() + mock_prisma_client.db.tx = MagicMock(return_value=mock_transaction) + + token = "hashed-token-abc" + response_cost = 0.25 + db_spend_update_transactions = { + "user_list_transactions": {}, + "end_user_list_transactions": {}, + "key_list_transactions": {token: response_cost}, + "team_list_transactions": {}, + "team_member_list_transactions": {}, + "org_list_transactions": {}, + "tag_list_transactions": {}, + "agent_list_transactions": {}, + } + + with patch("litellm.proxy.utils._raise_failed_update_spend_exception"): + await db_writer._commit_spend_updates_to_db( + prisma_client=mock_prisma_client, + n_retry_times=0, + proxy_logging_obj=MagicMock(), + db_spend_update_transactions=db_spend_update_transactions, + ) + + mock_batcher.litellm_verificationtoken.update_many.assert_called_once() + call_kwargs = mock_batcher.litellm_verificationtoken.update_many.call_args[1] + assert call_kwargs["where"] == {"token": token} + assert set(call_kwargs["data"]) == {"spend", "last_active"} + assert call_kwargs["data"]["spend"] == {"increment": response_cost} diff --git a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py index 8f151ed882c..4c13a3367d9 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py @@ -2293,9 +2293,9 @@ async def test_unblock_key_supports_both_sk_and_hashed_tokens(monkeypatch): ) # Verify that the database update was called with hashed token - mock_prisma_client.db.litellm_verificationtoken.update.assert_called_with( - where={"token": test_hashed_token}, data={"blocked": False} - ) + sk_token_call = mock_prisma_client.db.litellm_verificationtoken.update.call_args.kwargs + assert sk_token_call["where"] == {"token": test_hashed_token} + assert sk_token_call["data"]["blocked"] is False assert result == mock_key_record @@ -2313,9 +2313,9 @@ async def test_unblock_key_supports_both_sk_and_hashed_tokens(monkeypatch): ) # Verify that the database update was called with the same hashed token - mock_prisma_client.db.litellm_verificationtoken.update.assert_called_with( - where={"token": test_hashed_token}, data={"blocked": False} - ) + hashed_token_call = mock_prisma_client.db.litellm_verificationtoken.update.call_args.kwargs + assert hashed_token_call["where"] == {"token": test_hashed_token} + assert hashed_token_call["data"]["blocked"] is False assert result == mock_key_record @@ -2849,9 +2849,10 @@ async def test_block_key_existing_key_succeeds(monkeypatch): mock_prisma_client.db.litellm_verificationtoken.find_unique.assert_called_once_with( where={"token": test_hashed_token} ) - mock_prisma_client.db.litellm_verificationtoken.update.assert_called_once_with( - where={"token": test_hashed_token}, data={"blocked": True} - ) + mock_prisma_client.db.litellm_verificationtoken.update.assert_called_once() + block_call = mock_prisma_client.db.litellm_verificationtoken.update.call_args.kwargs + assert block_call["where"] == {"token": test_hashed_token} + assert block_call["data"]["blocked"] is True assert result == mock_updated_record @@ -4717,6 +4718,7 @@ def test_transform_verification_tokens_to_deleted_records(): user_role=LitellmUserRoles.PROXY_ADMIN.value, ) + config_stamp = datetime(2026, 8, 10, 12, 30, 45, tzinfo=timezone.utc) key1 = LiteLLM_VerificationToken( token="hashed-token-1", user_id="user-123", @@ -4733,6 +4735,7 @@ def test_transform_verification_tokens_to_deleted_records(): model_spend={}, soft_budget_cooldown=False, allowed_routes=[], + settings_updated_at=config_stamp, ) key2 = LiteLLM_VerificationToken( @@ -4775,6 +4778,7 @@ def test_transform_verification_tokens_to_deleted_records(): assert record1["token"] == "hashed-token-1" assert record1["user_id"] == "user-123" assert record1["team_id"] == "team-456" + assert record1["settings_updated_at"] == config_stamp assert isinstance(record1["aliases"], str) assert isinstance(record1["config"], str) assert isinstance(record1["permissions"], str) @@ -15817,3 +15821,91 @@ async def test_regenerate_key_output_token_estimate_lowered_rejected_for_non_adm assert exc.value.status_code == 403 assert "Only proxy admins can set" in str(exc.value.detail) + + +@pytest.mark.asyncio +async def test_execute_virtual_key_regeneration_stamps_settings_updated_at(): + """Regenerate rewrites the key's config, so it must move settings_updated_at.""" + from datetime import datetime, timezone + + from litellm.proxy._types import RegenerateKeyRequest + from litellm.proxy.management_endpoints.key_management_endpoints import ( + _execute_virtual_key_regeneration, + ) + + mock_prisma_client = _make_regenerate_mock_prisma() + + with _patch_regenerate_side_effects(): + before = datetime.now(timezone.utc) + await _execute_virtual_key_regeneration( + prisma_client=mock_prisma_client, + key_in_db=_make_regenerate_existing_key(), + hashed_api_key="abc123", + key="abc123", + data=RegenerateKeyRequest(max_budget=42.0), + user_api_key_dict=_make_regenerate_user_api_key_dict(), + litellm_changed_by=None, + user_api_key_cache=MagicMock(), + proxy_logging_obj=MagicMock(), + ) + after = datetime.now(timezone.utc) + + sent = mock_prisma_client.db.litellm_verificationtoken.update.call_args.kwargs["data"] + assert sent["max_budget"] == 42.0 + assert before <= sent["settings_updated_at"] <= after + + +@pytest.mark.asyncio +async def test_block_key_stamps_settings_updated_at(monkeypatch): + """Blocking a key is a config change, not spend activity.""" + from datetime import datetime, timezone + + from litellm.proxy._types import BlockKeyRequest + from litellm.proxy.management_endpoints.key_management_endpoints import block_key + + mock_prisma_client, _ = _setup_block_unblock_mocks(monkeypatch) + + before = datetime.now(timezone.utc) + await block_key( + data=BlockKeyRequest(key="sk-test123456789"), + http_request=MagicMock(), + user_api_key_dict=UserAPIKeyAuth( + user_role=LitellmUserRoles.PROXY_ADMIN, + api_key="sk-admin", + user_id="admin_user", + ), + litellm_changed_by=None, + ) + after = datetime.now(timezone.utc) + + sent = mock_prisma_client.db.litellm_verificationtoken.update.call_args.kwargs["data"] + assert sent["blocked"] is True + assert before <= sent["settings_updated_at"] <= after + + +@pytest.mark.asyncio +async def test_unblock_key_stamps_settings_updated_at(monkeypatch): + """Unblocking a key is a config change, not spend activity.""" + from datetime import datetime, timezone + + from litellm.proxy._types import BlockKeyRequest + from litellm.proxy.management_endpoints.key_management_endpoints import unblock_key + + mock_prisma_client, _ = _setup_block_unblock_mocks(monkeypatch) + + before = datetime.now(timezone.utc) + await unblock_key( + data=BlockKeyRequest(key="sk-test123456789"), + http_request=MagicMock(), + user_api_key_dict=UserAPIKeyAuth( + user_role=LitellmUserRoles.PROXY_ADMIN, + api_key="sk-admin", + user_id="admin_user", + ), + litellm_changed_by=None, + ) + after = datetime.now(timezone.utc) + + sent = mock_prisma_client.db.litellm_verificationtoken.update.call_args.kwargs["data"] + assert sent["blocked"] is False + assert before <= sent["settings_updated_at"] <= after diff --git a/tests/test_litellm/proxy/test_proxy_utils.py b/tests/test_litellm/proxy/test_proxy_utils.py index a8e81e92ebd..a4f93e90673 100644 --- a/tests/test_litellm/proxy/test_proxy_utils.py +++ b/tests/test_litellm/proxy/test_proxy_utils.py @@ -1169,3 +1169,25 @@ async def test_prisma_health_check_failure_redacts_database_credentials(caplog): assert emitted assert all("hunter2" not in message for message in emitted) assert any("postgresql://REDACTED@db.internal" in message for message in emitted) + + +@pytest.mark.asyncio +async def test_update_data_key_branch_stamps_settings_updated_at(): + """`updated_at` carries Prisma's @updatedAt and is rewritten by every spend + flush, so key config edits need their own audit column.""" + from datetime import datetime, timezone + from unittest.mock import AsyncMock + + from litellm.proxy.utils import PrismaClient + + client = MagicMock() + client.jsonify_object = MagicMock(side_effect=lambda data: dict(data)) + client.db.litellm_verificationtoken.update = AsyncMock(return_value=None) + + before = datetime.now(timezone.utc) + await PrismaClient.update_data(client, token="sk-test-key", data={"models": ["gpt-4"]}) + after = datetime.now(timezone.utc) + + sent = client.db.litellm_verificationtoken.update.call_args.kwargs["data"] + assert sent["models"] == ["gpt-4"] + assert before <= sent["settings_updated_at"] <= after diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx b/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx index 4b446b0c283..920d1f4af5a 100644 --- a/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx +++ b/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx @@ -60,6 +60,7 @@ export interface KeyResponse { created_at: string; created_by?: string; updated_at: string; + settings_updated_at?: string | null; last_active: string | null; team_spend: number; team_alias: string; diff --git a/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx b/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx index 8e9dd2fa975..680fbe9ff1e 100644 --- a/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_info_view.test.tsx @@ -149,6 +149,46 @@ describe("KeyInfoView", () => { await userEvent.click(await screen.findByRole("button", { name: /more key actions/i })); }; + describe("last updated", () => { + const renderWithTimestamps = (overrides: Partial) => { + vi.mocked(useAuthorized).mockReturnValue(baseUseAuthorizedMock); + + return renderWithProviders( + {}} + keyId={"test-key-id"} + onKeyDataUpdate={() => {}} + teams={[]} + />, + ); + }; + + const findLastUpdatedText = async () => { + const label = await screen.findByText("Last Updated"); + return label.closest("div")?.parentElement?.parentElement?.textContent ?? ""; + }; + + it("should show when the key was last configured, not when it last recorded spend", async () => { + renderWithTimestamps({ settings_updated_at: "2022-06-15T12:00:00Z" }); + + expect(await findLastUpdatedText()).toMatch(/Jun \d+, 2022/); + expect(screen.queryByText(/Jun \d+, 2023/)).not.toBeInTheDocument(); + }); + + it("should fall back to creation time for a key that was never reconfigured", async () => { + renderWithTimestamps({ settings_updated_at: null }); + + expect(await findLastUpdatedText()).toMatch(/Jun \d+, 2021/); + expect(screen.queryByText(/Jun \d+, 2023/)).not.toBeInTheDocument(); + }); + }); + it("should render tags", async () => { vi.mocked(useAuthorized).mockReturnValue(baseUseAuthorizedMock); diff --git a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx index b1ada186bb8..6a2a4a88425 100644 --- a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx @@ -444,6 +444,8 @@ export default function KeyInfoView({ ); }; + const lastConfiguredAt = currentKeyData.settings_updated_at || currentKeyData.created_at; + const parentTeam = currentKeyData.team_id ? teamsData?.find((team) => team.team_id === currentKeyData.team_id) : null; const budgetDisplay = @@ -468,7 +470,7 @@ export default function KeyInfoView({ currentKeyData.created_by || "", createdAt: currentKeyData.created_at ? formatTimestamp(currentKeyData.created_at) : "", - lastUpdated: currentKeyData.updated_at ? formatTimestamp(currentKeyData.updated_at) : "", + lastUpdated: lastConfiguredAt ? formatTimestamp(lastConfiguredAt) : "", lastActive: currentKeyData.last_active ? formatTimestamp(currentKeyData.last_active) : "Never", expires: currentKeyData.expires ? formatTimestamp(currentKeyData.expires) : "Never", }} diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts index 8989e098f54..35adc9e92cf 100644 --- a/ui/litellm-dashboard/src/lib/http/schema.d.ts +++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts @@ -26280,6 +26280,8 @@ export interface components { } | null; /** Rpm Limit */ rpm_limit?: number | null; + /** Settings Updated At */ + settings_updated_at?: string | null; /** * Soft Budget Cooldown * @default false @@ -27719,6 +27721,8 @@ export interface components { } | null; /** Rpm Limit */ rpm_limit?: number | null; + /** Settings Updated At */ + settings_updated_at?: string | null; /** * Soft Budget Cooldown * @default false @@ -34887,6 +34891,8 @@ export interface components { rpm_limit_per_model?: { [key: string]: number; } | null; + /** Settings Updated At */ + settings_updated_at?: string | null; /** Soft Budget */ soft_budget?: number | null; /** From e9156afdd03ff972dd79791f75369b8ab37fed1e Mon Sep 17 00:00:00 2001 From: mateo-berri <277851410+mateo-berri@users.noreply.github.com> Date: Tue, 11 Aug 2026 11:34:26 -0700 Subject: [PATCH 230/234] ci: retry transient network fetch failures in lint workflow --- .github/workflows/test-linting.yml | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/.github/workflows/test-linting.yml b/.github/workflows/test-linting.yml index 280ec476cdf..69495cff896 100644 --- a/.github/workflows/test-linting.yml +++ b/.github/workflows/test-linting.yml @@ -43,9 +43,10 @@ jobs: BASE_SHA: ${{ github.event.pull_request.base.sha }} HEAD_SHA: ${{ github.event.pull_request.head.sha }} run: | - MERGE_BASE=$(gh api "repos/${{ github.repository }}/compare/${BASE_SHA}...${HEAD_SHA}?per_page=1" --jq '.merge_base_commit.sha') + retry() { "$@" || { sleep 15; "$@"; } || { sleep 30; "$@"; }; } + MERGE_BASE=$(retry gh api "repos/${{ github.repository }}/compare/${BASE_SHA}...${HEAD_SHA}?per_page=1" --jq '.merge_base_commit.sha') test -n "$MERGE_BASE" - git fetch --no-tags --depth=1 origin "$MERGE_BASE" + retry git fetch --no-tags --depth=1 origin "$MERGE_BASE" echo "GATE_BASE_SHA=$MERGE_BASE" >> "$GITHUB_ENV" - name: Set up Python @@ -161,7 +162,8 @@ jobs: env: BASE_SHA: ${{ github.event.pull_request.base.sha }} run: | - git fetch --no-tags --depth=1 origin "$BASE_SHA" + retry() { "$@" || { sleep 15; "$@"; } || { sleep 30; "$@"; }; } + retry git fetch --no-tags --depth=1 origin "$BASE_SHA" - name: Set up Python uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0 @@ -205,7 +207,8 @@ jobs: GITGUARDIAN_API_KEY: ${{ secrets.GITGUARDIAN_API_KEY }} run: | if [ -n "$GITGUARDIAN_API_KEY" ]; then - git fetch --no-tags --unshallow origin + retry() { "$@" || { sleep 15; "$@"; } || { sleep 30; "$@"; }; } + retry git fetch --no-tags --unshallow origin uv tool run --from 'ggshield==1.48.0' ggshield secret scan repo . else echo "GITGUARDIAN_API_KEY not set, skipping ggshield scan" From 84d6666a594e7ddbf95ba51db8c74f547f5f38ee Mon Sep 17 00:00:00 2001 From: Deepanshu Lulla Date: Tue, 11 Aug 2026 14:49:18 -0400 Subject: [PATCH 231/234] feat(router): add required-AND (&) tag prefix and allow_fail_open flag (#36193) * feat(router): add required-AND (&) tag prefix and allow_fail_open flag Tag routing supported inclusion-OR and independent "!" negation, but had no way to express a hard "must match all of these" constraint per request, and no way for a model group to opt into degrading gracefully instead of raising when a constraint eliminates every deployment. Adds a "&tag" prefix for required-AND inclusion, composing with existing plain (OR) and "!" (negate) tags: negation still applies first, then required tags narrow the survivors, then plain tags apply today's OR/AND preference logic unchanged. Adds model_info.allow_fail_open (default false) so a chain can opt into falling back to the default-tagged pool instead of raising no_deployments_with_tag_routing when "!" or "&" empties the candidate set; existing chains without the flag keep today's fail-closed behavior exactly. * fix(router): gate mixed negation on allow_fail_open and stop diluting required-only requests Two gaps in the initial required-AND/allow_fail_open change: a "!" exclusion combined with a plain positive tag that emptied the candidate set raised unconditionally, bypassing allow_fail_open entirely, since the fail-open check only looked at required-AND exhaustion. And a request using only "&" tags could get narrowed down to just the deployment matching an incidental tag_regex/User-Agent preference, silently dropping other deployments that satisfied the required tags but had no tag_regex at all. Fixes both: the fail-open check now fires whenever either "!" or "&" leaves the candidate set empty, not just "&". And regex/header preference no longer counts as a positive filter when a required-AND ask is present, so a required-only request returns every deployment satisfying the required tags regardless of regex/header matching. Also regenerates ui/litellm-dashboard/src/lib/http/schema.d.ts for the new model_info.allow_fail_open field, and removes source comments explaining the router logic per repository convention. * fix(router): let allow_fail_open cover a non-empty !/& survivor set that fails the plain-tag preference The unconditional raise inside the has_positive_filter loop was the one remaining path a chain could hit despite setting allow_fail_open: when "!" or "&" leaves a non-empty candidate set but none of the survivors match the request's plain preference tag or carry "default", the request still raised instead of degrading. Routes that raise through the same allow_fail_open check used everywhere else, so it now falls back to the default-tagged pool for opted-in chains and keeps raising unconditionally for everyone else. This also let the now-redundant pre-loop empty-candidates shortcut be removed, since the loop reaches the same outcome on its own. * fix(router): deny allow_fail_open when an unrecognized required tag is masking a satisfiable answer A caller could add a single "&" tag no deployment in the group has ever carried to force an empty required-AND set on demand. On a chain with allow_fail_open, that emptied set fell back to the default-tagged pool unconditionally, discarding every other constraint merged into the same request, including ones inherited from key/team policy, even when the rest of those constraints were still individually satisfiable. Before falling back, drop any required tag not carried by any deployment in the group and recompute: if a specific, non-empty answer exists using only the recognized tags, the unrecognized tag was the actual cause of the exhaustion, and fail-open must not paper over it. If every required tag is already recognized, or none are, there's nothing hidden behind an invented tag, and fail-open proceeds exactly as before; this keeps a single opted-in deployment's legitimate catch-all behavior working when a caller's tag simply doesn't exist anywhere in that group. Ratchets ANN401 and LIT001 budgets down to reflect fixes already earned in this branch. * test(router): cover required-AND, allow_fail_open, and unknown-tag denial across fallback chains and model groups Extends coverage beyond single-hop scenarios: & exhausting a primary group falls through to a fallback group exactly like ! already does; !, &, and allow_fail_open composed together across three chained model groups each raise or fall back independently per-hop; and the unknown-tag denial from the previous commit is evaluated fresh per hop rather than leaking state across groups in a fallback chain. * feat(router): add model_info.enable_tag_filtering per-model-group override enable_tag_filtering was router-wide only: an operator turning it on for one model group that needs tag-driven routing exposed every other model group on the same proxy to the same tag evaluation, even ones that never use tags. Adds model_info.enable_tag_filtering, checked against any deployment sharing a model_name, so a chain can flip the router-wide default in either direction for itself alone: opt a specific group into filtering while the rest of the proxy stays off, or opt a group out (e.g. an incident-response catch-all) while the rest of the proxy enforces it. Precedence, low to high: router-wide default, then the chain override if set, then the existing request-level escalation (from key/team settings), which still only ever turns filtering on, never off, over whatever the router and chain already decided. Also regenerates ui/litellm-dashboard/src/lib/http/schema.d.ts for the new field. * fix(router): gate plain-tag exhaustion on allow_fail_open when the tag is known to the group A model group where every deployment is tagged "default" (a legitimate cross-cutting safety-net pattern) never has an empty default_deployments list, so the existing exhaustion check (len(new)==0 and len(default)==0) never fired for a plain positive tag that matched nothing among the currently healthy candidates. The request silently fell through to whatever "default"-tagged deployment happened to survive, even when allow_fail_open was never set and the caller's intent (e.g. quality:high) was never honored. Adds a check for whether the requested tag is part of the group's real vocabulary at all: if some deployment configured under this model_name (regardless of current health) genuinely carries the tag, and nothing healthy currently matches it, the request now raises by default or falls back per allow_fail_open, through the same _resolve_or_fail_open gate every other exhaustion path already uses. A tag that's foreign to the group entirely (e.g. one meant for an unrelated mechanism sharing the same request-tags list) keeps falling back to the default pool unconditionally, unchanged, since there's nothing this group's own routing intent could be violating. * fix(router): preserve inherited tag constraints when allow_fail_open discards a caller-caused exhaustion Adds metadata.caller_tags in litellm_pre_call_utils.py, populated only from what the request itself supplied (header, body tags, body metadata.tags), never from key/team metadata merged into the same metadata.tags list. get_deployments_for_tag now uses it to compute a trusted-only pool before falling open: a required/excluded tag attributable to the caller can be discarded on fail-open, one inherited from key/team policy cannot. If the trusted-only pool is itself empty, allow_fail_open raises instead of silently routing around an unsatisfiable inherited constraint. When caller_tags carries no information at all (direct SDK Router usage, bypassing the proxy layer), behavior is unchanged: unconditional fall-open to the default pool, exactly as before this fix. * feat(router): add opt-in tag_routing_prefix for collision-proof tag disambiguation router_settings.tag_routing_prefix lets a caller explicitly mark which x-litellm-tags/metadata.tags values are routing directives, exempting them from the known-tag-vocabulary heuristic used to guard fail-open against caller-invented "&"/"!" tags. Unprefixed tags keep going through today's existing handling unchanged (hybrid, no migration required); default "" is a full no-op. Fixes a bug caught during live-proxy verification: the prefix-stripped "confirmed" set kept the "&"/"!" marker character, so it never matched required_set/excluded_set (which _split_tags always strips bare) -- the entire trusted-required/excluded-tag mechanism silently no-opped for its primary use case. Adds regression tests for the bare-value mismatch and updates existing _chain_allows_fail_open/_tag_known_to_group/ _caller_constraint_sets call sites for the new routing_confirmed/ routing_prefix parameters. * fix(router): resolve model_info.enable_tag_filtering override from the full model group, not just healthy deployments Cooldown filtering runs before get_deployments_for_tag, so _chain_tag_filtering_override only saw the survivors of that filter. A model group whose only enable_tag_filtering-carrying deployment goes into cooldown lost the override entirely, silently falling back to the router-wide default and letting any !/&/tag constraint on that chain be bypassed by driving the one overriding deployment into cooldown. Resolve the override from every deployment configured for the model instead, mirroring _tag_known_to_group's existing pattern. Verified live: with a bad-key deployment carrying the override forced into real cooldown via allowed_fails=1, an explicit "!provider:openai" ban on the remaining deployment reproducibly returned 200 via OpenAI before this fix and 401 (tag filtering still enforced) after it. * fix(router): avoid Final-reassignment lint error and a MagicMock router fixture gap from tag_routing_prefix _chain_tag_filtering_override's try/except reassigned a Final-annotated name across branches, which basedpyright flags as illegal; extracted the lookup-with-fallback into its own helper so the binding is assigned once. Also sets tag_routing_prefix on the bare MagicMock router used by test_router_tag_regex_routing.py's fixture, which otherwise returns an auto-generated MagicMock (truthy, non-string) for the new attribute and crashes _strip_routing_prefix's removeprefix() call. * fix(router): key inherited-tag protection off provenance, not value subtraction allow_fail_open's trusted-only pool computed "not caller-attributable" as required_set - caller_required_set. A caller who resubmits the exact value of an inherited "&"/"!" tag (e.g. an inherited "®ion:eu" alongside a caller-supplied "®ion:eu" plus a conflicting "!region:eu") collapses both origins to the same set value, so the subtraction zeroes out the inherited requirement's protection too, letting fail-open route outside a key/team-enforced constraint. Adds metadata.inherited_tags in litellm_pre_call_utils.py: a snapshot of "tags" taken after key/team/project policy is merged in but before this request's own caller-supplied tags are merged on top. A required or excluded tag is now protected from fail-open discard if it has ANY inherited backing (set intersection with inherited_tags), regardless of whether the caller also happens to submit the identical value -- this is what set membership alone could never tell apart under the old subtraction-based approach. caller_tags is kept (documented as the complementary record) but no longer consulted for this decision. Verified live: a virtual key with metadata.tags=["®ion:eu"] hit with header x-litellm-tags: ®ion:eu,!region:eu (the exact value-collision attack) reproducibly routed to the OpenAI/us deployment before this fix and stayed on the Anthropic/eu deployment after it. * fix(lint): re-ratchet budget ceilings after rebasing onto litellm_internal_staging Regenerated ruff-strict-budget.json and type-discipline-budget.json via make lint-ruff-budget-update / lint-type-discipline-budget-update against the post-rebase merge-base. * fix(proxy): compute inherited_tags from key/team/project sources directly, not a tags-list snapshot apply_client_tag_policy_pre_auth (run from user_api_key_auth, for _tag_max_budget_check) merges the caller's x-litellm-tags header into the same metadata.tags list before add_litellm_data_to_request ever runs. The previous inherited_tags snapshot ("whatever's in tags before this function's own caller-tag merge") therefore misattributed that caller-controlled value as policy-backed whenever a request arrived with the header set -- Greptile flagged this as a P1 security finding. inherited_tags is now built directly from key_metadata/team_metadata/ project_metadata's own "tags" fields, independent of the shared, pipeline-position-dependent "tags" list's mutation history. Verified with a direct reproduction mirroring the real pipeline (calling apply_client_tag_policy_pre_auth on the same data dict before add_litellm_data_to_request, as user_api_key_auth actually does): the caller's header tag no longer appears in inherited_tags. Added a regression test exercising that same call order; confirmed it fails against the pre-fix snapshot approach and passes against this fix. * fix(router): make tag_routing_prefix configurable through update_settings/get_settings and UpdateRouterConfig router_settings.tag_routing_prefix was only ever applied via the Router() constructor. Router.update_settings's _allowed_settings (used directly by proxy_server.py's _add_router_settings_from_db_config for the DB-backed router_settings path) and get_settings's vars_to_include both omitted it, so an operator relying on that path had the value silently ignored -- flagged by veria-ai. Also adds it to UpdateRouterConfig (the pydantic schema behind POST /config/update), the same bug shape LIT-3152 previously fixed for retry_policy: a field missing from that schema gets silently dropped by model_dump(exclude_none=True) before update_settings is ever called. * chore(ui): regenerate schema.d.ts for UpdateRouterConfig.tag_routing_prefix Adding tag_routing_prefix to UpdateRouterConfig changed the proxy's OpenAPI spec; regenerate the dashboard's generated API types to match. * fix(lint): re-ratchet budget ceilings after rebasing onto litellm_internal_staging Regenerated ruff-strict-budget.json and type-discipline-budget.json against the post-rebase merge-base. LIT002/LIT011 ceilings reflect this branch's true current counts (confirmed unchanged across the rebase by diffing against the pre-rebase commit); the base's own counts moved independently. * fix(lint): replace mutable-collection fallbacks with immutable ones in inherited_tags computation key_metadata/team_metadata/project_metadata's "tags" fallbacks used `or {}` / `or []` literals, each a LIT002 mutable-collection-construction violation that pushed the branch 4 over its ratchet ceiling relative to a moved base. Swapped to MappingProxyType({}) / () to match the immutable idiom the rest of tag_based_routing.py already uses; no behavior change, since both are falsy and only ever read via .get()/ unpacking. Tightens type-discipline-budget.json's LIT002 ceiling back down to match, fully closing that gap (LIT011 keeps a genuine 1-count gap from pre-existing, untouched lines in this file, non-gating). * fix(lint): suppress LIT011 on the two new data[...] mutation sites Both new lines follow this file's established data[...] mutation idiom for add_litellm_data_to_request, matching the existing suppression already on the inherited_tags line. * test(router): lock in fallback + tag-filtering interaction Cover the router-level fallbacks mechanism composing with tag-based routing: a plain negation exhausting a group correctly advances to the fallback group, the same exclusion tag exhausting every hop correctly raises, and allow_fail_open resolving locally must not spuriously trigger an unrelated external fallback. * chore: retrigger CI now that litellm-docs#814 is merged --------- Co-authored-by: Deepanshu --- litellm/proxy/litellm_pre_call_utils.py | 49 +- litellm/router.py | 4 + litellm/router_strategy/tag_based_routing.py | 376 +++- litellm/types/router.py | 15 + ruff-strict-budget.json | 2 +- .../proxy/test_litellm_pre_call_utils.py | 236 +++ .../test_router_tag_regex_routing.py | 1 + .../test_router_tag_routing.py | 1717 ++++++++++++++++- type-discipline-budget.json | 6 +- ui/litellm-dashboard/src/lib/http/schema.d.ts | 6 + 10 files changed, 2346 insertions(+), 66 deletions(-) diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py index 10142a894a1..0924b6aebea 100644 --- a/litellm/proxy/litellm_pre_call_utils.py +++ b/litellm/proxy/litellm_pre_call_utils.py @@ -1862,6 +1862,24 @@ async def add_litellm_data_to_request( tags_to_add=project_metadata["tags"], ) + # inherited_tags: every tag key/team/project policy contributed, read + # directly from those three sources rather than snapshotted off the shared + # "tags" list. A pre-auth pass (apply_client_tag_policy_pre_auth, run from + # user_api_key_auth for _tag_max_budget_check) may already have merged the + # caller's own header tags into that same list before this function ever + # runs, so a snapshot taken here -- at any point in this function -- would + # misattribute caller-supplied tags as policy-backed. tag_based_routing.py's + # allow_fail_open reads this (rather than subtracting caller_tags from the + # final merged set) so a caller can't strip an inherited "!"/"&" + # constraint's protection just by resubmitting its exact value alongside a + # conflicting one. + _key_tags: Final = (key_metadata or MappingProxyType({})).get("tags") or () + _team_tags: Final = team_metadata.get("tags") or () + _project_tags: Final = project_metadata.get("tags") or () + data[_metadata_variable_name]["inherited_tags"] = tuple( # rebind-ok: matches this file's data[...] mutation idiom + dict.fromkeys((*_key_tags, *_team_tags, *_project_tags)) + ) + ## TEAM-LEVEL METADATA data = LiteLLMProxyRequestSetup.add_management_endpoint_metadata_to_request_metadata( data=data, @@ -1958,15 +1976,28 @@ async def add_litellm_data_to_request( tags_to_add=tags, ) - if _metadata_variable_name != "metadata": - _user_metadata = data.get("metadata") - if isinstance(_user_metadata, dict): - _user_tags: Final = _user_metadata.get("tags") - if isinstance(_user_tags, list) and _user_tags: - data[_metadata_variable_name]["tags"] = LiteLLMProxyRequestSetup._merge_tags( - request_tags=data[_metadata_variable_name].get("tags"), - tags_to_add=_user_tags, - ) + _caller_body_metadata: Final = data.get("metadata") if _metadata_variable_name != "metadata" else None + _caller_body_tags: Final = ( + _caller_body_metadata.get("tags") + if isinstance(_caller_body_metadata, dict) and isinstance(_caller_body_metadata.get("tags"), list) + else None + ) + if _caller_body_tags: + data[_metadata_variable_name]["tags"] = LiteLLMProxyRequestSetup._merge_tags( # rebind-ok: matches file idiom + request_tags=data[_metadata_variable_name].get("tags"), + tags_to_add=_caller_body_tags, + ) + + # caller_tags: exactly what this request itself supplied (x-litellm-tags header, + # body "tags", or body "metadata.tags" on litellm_metadata routes), never + # anything from key/team/project metadata. Read directly from the header and + # body values here, the same way inherited_tags above is read directly from + # key/team/project metadata -- neither is derived by inspecting the shared + # "tags" list, which a pre-auth pass (apply_client_tag_policy_pre_auth) may + # have already merged caller header tags into before this function runs. + data[_metadata_variable_name]["caller_tags"] = tuple( # rebind-ok: matches file idiom + dict.fromkeys((*(tags or ()), *(_caller_body_tags or ()))) + ) # Team Callbacks controls callback_settings_obj: Final = _get_dynamic_logging_metadata( diff --git a/litellm/router.py b/litellm/router.py index 9cece2014af..6af1c1a78e7 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -402,6 +402,7 @@ class Router: enable_pre_call_checks: bool = False, enable_tag_filtering: bool = False, tag_filtering_match_any: bool = True, + tag_routing_prefix: str = "", plugins: list[RoutingPlugin] | None = None, retry_after: int = 0, # min time to wait before retrying a failed request retry_policy: RetryPolicy | dict | None = None, # set custom retries for different exceptions @@ -511,6 +512,7 @@ class Router: self.enable_pre_call_checks = enable_pre_call_checks self.enable_tag_filtering = enable_tag_filtering self.tag_filtering_match_any = tag_filtering_match_any + self.tag_routing_prefix = tag_routing_prefix from litellm._service_logger import ServiceLogging self.service_logger_obj: ServiceLogging = ServiceLogging() @@ -10109,6 +10111,7 @@ class Router: "model_group_alias", "enable_weighted_failover", "enable_tag_filtering", + "tag_routing_prefix", ] for var in vars_to_include: @@ -10146,6 +10149,7 @@ class Router: "model_group_alias", "enable_weighted_failover", "enable_tag_filtering", + "tag_routing_prefix", ] _int_settings: Final = [ diff --git a/litellm/router_strategy/tag_based_routing.py b/litellm/router_strategy/tag_based_routing.py index c952b54e672..bbe97613c57 100644 --- a/litellm/router_strategy/tag_based_routing.py +++ b/litellm/router_strategy/tag_based_routing.py @@ -4,9 +4,12 @@ Use this to route requests between Teams - If tags in request is a subset of tags in deployment, return deployment - if deployments are set with default tags, return all default deployment - If no default_deployments are set, return all deployments +- A "!tag" excludes deployments carrying that tag; a "&tag" requires it """ import re +from collections.abc import Mapping, Sequence +from types import MappingProxyType from typing import TYPE_CHECKING, Any, Final, Literal from litellm._logging import verbose_logger @@ -114,14 +117,52 @@ def _match_deployment( return None -def _split_tags(tags: list[str]) -> tuple[list[str], list[str]]: - positive: Final = [t for t in tags if not t.startswith("!")] - excluded: Final = [tag[1:] for tag in tags if tag.startswith("!") and len(tag) > 1] - return positive, excluded +def _bare_tag_value(tag: str) -> str | None: + # Mirrors _split_tags' own stripping rule exactly, so a confirmed value + # compares equal to whatever required_set/excluded_set/positive_tags end up + # holding for the same tag: a "&"/"!" marker is stripped only when something + # follows it; a lone marker with nothing after it parses to nothing in any + # of the three sets, so it must not become a confirmed value either. + if tag.startswith(("&", "!")): + return tag[1:] if len(tag) > 1 else None + return tag + + +def _strip_routing_prefix(tags: Sequence[str], prefix: str) -> tuple[tuple[str, ...], frozenset[str]]: + # Strips the configured routing-prefix marker from any tag carrying it, used + # exactly as configured with no delimiter auto-appended, and separately + # tracks the post-strip, post-marker-strip values that arrived prefixed: tags + # whose routing intent the caller declared explicitly, exempt from the "maybe + # foreign to this group" heuristics in _unknown_required_tag_hides_an_answer + # and _tag_known_to_group below. Confirmed values are compared against + # required_set/excluded_set downstream, which are themselves already stripped + # of their "&"/"!" marker by _split_tags -- confirmed must match that same + # bare form, not the raw post-prefix-strip value that still carries the + # marker character. An empty prefix must return every tag unconfirmed, not + # run every tag through str.startswith(""), which is trivially True for + # every string and would mark everything confirmed. + if not prefix: + return tuple(tags), frozenset() + rewritten: Final = tuple(t.removeprefix(prefix) for t in tags) + confirmed: Final = frozenset( + bare + for bare in (_bare_tag_value(t.removeprefix(prefix)) for t in tags if t.startswith(prefix)) + if bare is not None + ) + return rewritten, confirmed + + +def _split_tags(tags: Sequence[str]) -> tuple[tuple[str, ...], list[str], tuple[str, ...]]: + required: Final = tuple(tag[1:] for tag in tags if tag.startswith("&") and len(tag) > 1) + positive: Final = [ + t for t in tags if not t.startswith("!") and not t.startswith("&") + ] # mutable-ok: feeds _match_deployment's existing list[str]-typed request_tags param + excluded: Final = tuple(tag[1:] for tag in tags if tag.startswith("!") and len(tag) > 1) + return required, positive, excluded def _exclude_deployments( - deployments: list[Any] | dict[Any, Any], + deployments: Sequence[Any] | Mapping[Any, Any], excluded_set: frozenset[str], ) -> list[Any]: if not excluded_set: @@ -129,24 +170,223 @@ def _exclude_deployments( return [d for d in deployments if not excluded_set.intersection(d.get("litellm_params", {}).get("tags") or [])] -def _require_candidates( - candidates: list[Any], +def _require_all_tags( + deployments: Sequence[Any] | Mapping[Any, Any], + required_set: frozenset[str], +) -> tuple[Any, ...]: + if not required_set: + return tuple(deployments) + return tuple(d for d in deployments if required_set.issubset(d.get("litellm_params", {}).get("tags") or [])) + + +def _default_tagged_pool( + deployments: Sequence[Any] | Mapping[Any, Any], +) -> tuple[Any, ...]: + defaults: Final = tuple(d for d in deployments if "default" in (d.get("litellm_params", {}).get("tags") or [])) + return defaults if defaults else tuple(deployments) + + +def _known_tag_values(deployments: Sequence[Any] | Mapping[Any, Any]) -> frozenset[str]: + return frozenset( + tag for d in deployments for tag in (d.get("litellm_params", MappingProxyType({})).get("tags") or ()) + ) + + +def _unknown_required_tag_hides_an_answer( + healthy_deployments: Sequence[Any] | Mapping[Any, Any], + excluded_set: frozenset[str], + required_set: frozenset[str], + routing_confirmed: frozenset[str], +) -> bool: + # A caller-invented "&" tag (one no deployment in this group has ever carried) + # guarantees an empty required-AND result on its own, regardless of whether the + # rest of the request's required tags were satisfiable. Dropping the unknown + # tags and recomputing: if that reveals a specific, non-empty answer, the invented + # tag was the actual cause of the exhaustion, and fail-open must not paper over + # it. If every required tag is known, or none are, there's nothing hidden to + # protect: either the caller made a real, honestly-unsatisfiable ask (fail-open + # proceeds normally), or the whole required set is unrecognized noise with no + # narrower answer to hide behind it. routing_confirmed (tag_routing_prefix) + # counts as known too: the caller explicitly declared it a routing directive, + # so it is never treated as invented noise regardless of deployment vocabulary. + known_required: Final = required_set & (_known_tag_values(healthy_deployments) | routing_confirmed) + if not known_required or known_required == required_set: + return False + allowed: Final = _exclude_deployments(healthy_deployments, excluded_set) + return bool(_require_all_tags(allowed, known_required)) + + +def _chain_allows_fail_open( + healthy_deployments: Sequence[Any] | Mapping[Any, Any], + excluded_set: frozenset[str], + required_set: frozenset[str], + routing_confirmed: frozenset[str], +) -> bool: + if _unknown_required_tag_hides_an_answer(healthy_deployments, excluded_set, required_set, routing_confirmed): + return False + return any((d.get("model_info") or {}).get("allow_fail_open") is True for d in healthy_deployments) + + +def _trusted_only_pool( + healthy_deployments: Sequence[Any] | Mapping[Any, Any], + excluded_set: frozenset[str], + required_set: frozenset[str], + inherited_excluded_set: frozenset[str] | None, + inherited_required_set: frozenset[str] | None, +) -> tuple[Any, ...]: + # inherited_*_set is None only when this request carries no origin information + # at all (e.g. direct SDK Router usage, bypassing the proxy layer that + # populates metadata.inherited_tags) -- treat every constraint as + # caller-controlled in that case (protected == empty), reproducing this + # function's pre-provenance behavior exactly: an unconditional fall-open to the + # full default-tagged pool, constraints discarded entirely. Otherwise, a tag + # value is protected the moment it has ANY inherited backing, even when the + # caller also happens to submit the identical value themselves -- set + # membership can't distinguish "this value came from policy" from "this value + # coincidentally matches policy," so presence in the inherited set (not + # absence from a caller-supplied set) is what must gate discardability. This + # is deliberately intersection with inherited_*_set, not subtraction of a + # caller-supplied set: subtraction would let a caller strip an inherited + # requirement's protection just by resubmitting its exact value alongside a + # conflicting one (e.g. inherited "®ion:eu" plus caller "®ion:eu" + # and "!region:eu" would otherwise cancel the inherited requirement out). + trusted_excluded: Final = ( + frozenset[str]() if inherited_excluded_set is None else inherited_excluded_set & excluded_set + ) + trusted_required: Final = ( + frozenset[str]() if inherited_required_set is None else inherited_required_set & required_set + ) + return _require_all_tags(_exclude_deployments(healthy_deployments, trusted_excluded), trusted_required) + + +def _resolve_or_fail_open( + pool: Sequence[Any], + healthy_deployments: Sequence[Any] | Mapping[Any, Any], + excluded_set: frozenset[str], + required_set: frozenset[str], + inherited_excluded_set: frozenset[str] | None, + inherited_required_set: frozenset[str] | None, + routing_confirmed: frozenset[str], model: str, - request_tags: Any, -) -> list[Any]: - if not candidates: - raise ValueError( - f"{RouterErrors.no_deployments_with_tag_routing.value}. Passed model={model} and tags={request_tags}" + request_tags: object, +) -> tuple[Any, ...]: + if pool: + return tuple(pool) + if _chain_allows_fail_open(healthy_deployments, excluded_set, required_set, routing_confirmed): + # Fall open only within whatever still satisfies whichever constraints + # trace back to key/team policy. A constraint with no inherited backing at + # all (or, when inherited_tags is unavailable, any constraint at all) can + # be discarded; one inherited from key/team policy cannot -- if that alone + # is unsatisfiable, raise instead of silently routing around it. + trusted_pool: Final = _trusted_only_pool( + healthy_deployments, excluded_set, required_set, inherited_excluded_set, inherited_required_set ) - return candidates + if trusted_pool: + return _default_tagged_pool(trusted_pool) + raise ValueError( + f"{RouterErrors.no_deployments_with_tag_routing.value}. Passed model={model} and tags={request_tags}" + ) -def _ban_only_base_pool( - deployments: list[Any] | dict[Any, Any], -) -> list[Any]: - # Mirrors untagged-request semantics so callers can't use !tags to escape the default pool. - defaults: Final = [d for d in deployments if "default" in (d.get("litellm_params", {}).get("tags") or [])] - return defaults if defaults else list(deployments) +def _resolve_constraint_only_pool( + healthy_deployments: Sequence[Any] | Mapping[Any, Any], + excluded_set: frozenset[str], + required_set: frozenset[str], + inherited_excluded_set: frozenset[str] | None, + inherited_required_set: frozenset[str] | None, + routing_confirmed: frozenset[str], + model: str, + request_tags: object, +) -> tuple[Any, ...]: + pool: Final = ( + _require_all_tags(_exclude_deployments(healthy_deployments, excluded_set), required_set) + if required_set + else _exclude_deployments(_default_tagged_pool(healthy_deployments), excluded_set) + ) + return _resolve_or_fail_open( + pool, + healthy_deployments, + excluded_set, + required_set, + inherited_excluded_set, + inherited_required_set, + routing_confirmed, + model, + request_tags, + ) + + +def _all_deployments_or_fallback( + llm_router_instance: LitellmRouter, + model: str, + fallback: Sequence[Any] | Mapping[Any, Any], +) -> Sequence[Any] | Mapping[Any, Any]: + try: + return llm_router_instance._get_all_deployments(model_name=model) + except Exception: # noqa: BLE001 # fail safe toward today's healthy-only behavior on lookup errors + return fallback + + +def _chain_tag_filtering_override( + llm_router_instance: LitellmRouter, + model: str, + healthy_deployments: Sequence[Any] | Mapping[Any, Any], +) -> bool | None: + # Resolved from every deployment configured for this model group, not just the + # ones that survived cooldown/health filtering (async_get_healthy_deployments + # filters cooldowns before calling get_deployments_for_tag) -- otherwise the + # sole deployment carrying this group's only explicit override loses its effect + # the moment it's transiently unhealthy, silently falling back to the + # router-wide default and letting an attacker disable a chain's tag policy by + # repeatedly failing that one deployment into cooldown. Falls back to + # healthy_deployments on a lookup error, preserving today's behavior rather + # than crashing the request. + all_deployments: Final = _all_deployments_or_fallback(llm_router_instance, model, healthy_deployments) + for d in all_deployments: + value = (d.get("model_info") or MappingProxyType({})).get("enable_tag_filtering") + if value is not None: + return value + return None + + +def _inherited_constraint_sets( + inherited_tags: object, routing_prefix: str +) -> tuple[frozenset[str] | None, frozenset[str] | None]: + # None means no origin information is available at all (e.g. this request + # bypassed the proxy layer that populates metadata.inherited_tags, as direct + # SDK Router usage does) -- callers of this must treat that as "nothing is + # protected," not "nothing is inherited," see _trusted_only_pool. + # metadata.inherited_tags is a snapshot of whatever key/team/project policy + # merged into "tags" *before* this request's own caller-supplied tags were + # merged in on top (see litellm_pre_call_utils.py), so a value present here is + # policy-backed regardless of whether the caller also happens to submit the + # identical value. inherited_tags is stripped through the same routing_prefix + # as the main request tags so a policy-inherited prefixed tag still matches + # correctly against the (already-stripped) required_set/excluded_set computed + # from request_tags. + if not isinstance(inherited_tags, (list, tuple)): + return None, None + rewritten_inherited_tags: Final = _strip_routing_prefix(inherited_tags, routing_prefix)[0] + inherited_required, _inherited_positive, inherited_excluded = _split_tags(rewritten_inherited_tags) + return frozenset(inherited_required), frozenset(inherited_excluded) + + +def _tag_known_to_group( + llm_router_instance: LitellmRouter, + model: str, + positive_tags: Sequence[str], + routing_confirmed: frozenset[str], +) -> bool: + tag_set: Final = frozenset(positive_tags) + if tag_set & routing_confirmed: + return True + try: + all_deployments: Final = llm_router_instance._get_all_deployments(model_name=model) + except Exception: # noqa: BLE001 # fail safe toward "unrecognized" so lookup errors preserve the existing silent-fallback behavior + return False + return any( + tag_set.intersection(d.get("litellm_params", MappingProxyType({})).get("tags") or ()) for d in all_deployments + ) async def get_deployments_for_tag( @@ -161,24 +401,29 @@ async def get_deployments_for_tag( Executes tag based filtering based on the tags in request metadata and the tags on the deployments - Runs when the router-level `enable_tag_filtering` is True or the request carries - `enable_tag_filtering=True` (set from key/team router_settings by the proxy). - A request-level False never disables a router-level True, so per-request settings - cannot escape an operator's global tag-routing policy. + Runs when the effective enable_tag_filtering is True. Effective value: a + request-level enable_tag_filtering=True (set from key/team router_settings by + the proxy) always wins; otherwise model_info.enable_tag_filtering on this model + group, if set on any of its deployments, overrides the router-wide default. + A request-level False never disables either of those, so per-request settings + cannot escape an operator's or a chain owner's tag-routing policy. """ - request_enable_tag_filtering: Final = request_kwargs.get("enable_tag_filtering") if request_kwargs else None - if request_enable_tag_filtering is not True and llm_router_instance.enable_tag_filtering is not True: - return healthy_deployments - - if request_kwargs is None: + if request_kwargs is None or not healthy_deployments: verbose_logger.debug( - "get_deployments_for_tag: request_kwargs is None returning healthy_deployments: %s", + "get_deployments_for_tag: skipping tag filter (request_kwargs=%s, healthy_deployments=%s)", + request_kwargs, healthy_deployments, ) return healthy_deployments - if not healthy_deployments: - verbose_logger.debug("get_deployments_for_tag: empty or None healthy_deployments; skipping tag filter") + request_enable_tag_filtering: Final = request_kwargs.get("enable_tag_filtering") + chain_enable_tag_filtering: Final = _chain_tag_filtering_override(llm_router_instance, model, healthy_deployments) + chain_default: Final = ( + chain_enable_tag_filtering + if chain_enable_tag_filtering is not None + else llm_router_instance.enable_tag_filtering + ) + if request_enable_tag_filtering is not True and chain_default is not True: return healthy_deployments verbose_logger.debug("request metadata: %s", request_kwargs.get(metadata_variable_name)) @@ -186,29 +431,52 @@ async def get_deployments_for_tag( metadata: Final = request_kwargs[metadata_variable_name] request_tags: Final = metadata.get("tags") match_any: Final = llm_router_instance.tag_filtering_match_any + routing_prefix: Final = llm_router_instance.tag_routing_prefix or "" # Build header strings for regex matching from what the proxy already stores. # Currently we match against User-Agent; format matches "^User-Agent: claude-code/..." user_agent: Final = metadata.get("user_agent", "") header_strings: Final[list[str]] = [f"User-Agent: {user_agent}"] if user_agent else [] - positive_tags, excluded_patterns = _split_tags(request_tags or []) + # A tag_routing_prefix-marked tag is stripped before matching -- everything + # downstream (_split_tags, deployment matching) works off the unprefixed + # value, exactly as if the caller had sent it unprefixed -- and its + # post-strip value is remembered in routing_confirmed as an explicit, + # caller-declared routing directive, exempt from the "maybe foreign to this + # group" heuristics that unprefixed tags still go through unchanged below. + rewritten_tags, routing_confirmed = _strip_routing_prefix(request_tags or [], routing_prefix) + required_tags, positive_tags, excluded_patterns = _split_tags(rewritten_tags) + inherited_required_set, inherited_excluded_set = _inherited_constraint_sets( + metadata.get("inherited_tags"), routing_prefix + ) excluded_set: Final = frozenset(excluded_patterns) - candidates: Final = _exclude_deployments(healthy_deployments, excluded_set) + required_set: Final = frozenset(required_tags) + allowed_deployments: Final = _exclude_deployments(healthy_deployments, excluded_set) + candidates: Final = _require_all_tags(allowed_deployments, required_set) has_regex_deployments: Final = any(d.get("litellm_params", {}).get("tag_regex") for d in candidates) - has_tag_filter: Final = bool(positive_tags) or (bool(header_strings) and has_regex_deployments) - ban_only: Final = bool(excluded_set) and not has_tag_filter + has_positive_filter: Final = bool(positive_tags) or ( + bool(header_strings) and has_regex_deployments and not required_set + ) + constraint_only: Final = (bool(excluded_set) or bool(required_set)) and not has_positive_filter - if ban_only: - pool: Final = _exclude_deployments(_ban_only_base_pool(healthy_deployments), excluded_set) - return _require_candidates(pool, model, request_tags) + if constraint_only: + return _resolve_constraint_only_pool( + healthy_deployments, + excluded_set, + required_set, + inherited_excluded_set, + inherited_required_set, + routing_confirmed, + model, + request_tags, + ) new_healthy_deployments: Final[list[Any]] = [] default_deployments: Final[list[Any]] = [] - if has_tag_filter: + if has_positive_filter: verbose_logger.debug( "get_deployments_for_tag routing: request_tags=%s user_agent=%s", request_tags, @@ -245,9 +513,33 @@ async def get_deployments_for_tag( default_deployments.append(deployment) if len(new_healthy_deployments) == 0 and len(default_deployments) == 0: - raise ValueError( - f"{RouterErrors.no_deployments_with_tag_routing.value}." - f" Passed model={model} and tags={request_tags}" + return _resolve_or_fail_open( + (), + healthy_deployments, + excluded_set, + required_set, + inherited_excluded_set, + inherited_required_set, + routing_confirmed, + model, + request_tags, + ) + + if ( + len(new_healthy_deployments) == 0 + and positive_tags + and _tag_known_to_group(llm_router_instance, model, positive_tags, routing_confirmed) + ): + return _resolve_or_fail_open( + (), + healthy_deployments, + excluded_set, + required_set, + inherited_excluded_set, + inherited_required_set, + routing_confirmed, + model, + request_tags, ) return new_healthy_deployments if len(new_healthy_deployments) > 0 else default_deployments diff --git a/litellm/types/router.py b/litellm/types/router.py index 3ac59c0f581..d7ff8d12aa6 100644 --- a/litellm/types/router.py +++ b/litellm/types/router.py @@ -123,6 +123,7 @@ class UpdateRouterConfig(BaseModel): context_window_fallbacks: list[dict] | None = None model_group_alias: dict[str, str | dict] | None = {} enable_tag_filtering: bool | None = None + tag_routing_prefix: str | None = None model_config = ConfigDict(protected_namespaces=()) @@ -170,6 +171,20 @@ class ModelInfo(MirroredPricingParams): ptu_effective_from: datetime.datetime | None = None ptu_effective_to: datetime.datetime | None = None + # when tag-based routing's "!" or "&" constraints eliminate every deployment + # in this model group, fall back to the default-tagged pool instead of + # raising no_deployments_with_tag_routing. Defaults to False (raise), so + # existing "!" negation behavior is unchanged unless explicitly opted in. + allow_fail_open: bool | None = None + + # per-model-group override for router_settings.enable_tag_filtering; unset + # defers to the router-wide default. Checked against any deployment in the + # group, so set it consistently across every deployment sharing this + # model_name. A request-level enable_tag_filtering=True (from key/team + # settings) still wins over this, exactly as it already does over the + # router-wide default. + enable_tag_filtering: bool | None = None + def __init__(self, id: str | int | None = None, **params) -> None: if id is None: id = str(uuid.uuid4()) # Generate a UUID if id is None or not provided diff --git a/ruff-strict-budget.json b/ruff-strict-budget.json index da0f608fdb5..12a98dee7ed 100644 --- a/ruff-strict-budget.json +++ b/ruff-strict-budget.json @@ -24,7 +24,7 @@ "limit": 133 }, "ANN401": { - "limit": 1495 + "limit": 1491 }, "ASYNC230": { "limit": 11 diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py index f48e1dba601..293cce5fa5d 100644 --- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py +++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py @@ -6309,3 +6309,239 @@ class TestPromotedTraceControlFields: assert "litellm_metadata" not in updated assert updated["metadata"]["trace_id"] == "trace-1" assert updated["metadata"]["session_id"] == "session-1" + + +@pytest.mark.asyncio +async def test_add_litellm_data_to_request_inherited_tags_excludes_caller_tags(): + """inherited_tags must carry only what key/team/project policy contributed, + never anything the caller's own request (header/body) supplied, even when the + caller resubmits the identical value -- it's a snapshot taken before the + caller's own tags are merged in, not a set difference against caller_tags. + tag_based_routing.py's allow_fail_open relies on this so a caller can't strip + an inherited constraint's protection by resubmitting its exact value.""" + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/v1/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/v1/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = { + "model": "gpt-3.5-turbo", + # Caller resubmits the exact value the key policy also contributes. + "tags": ["key-supplied"], + } + + user_api_key_dict = UserAPIKeyAuth( + api_key="hashed-key", + user_id="real-user", + metadata={"tags": ["key-supplied"]}, + team_metadata={"tags": ["team-supplied"]}, + spend=0.0, + max_budget=100.0, + model_max_budget={}, + team_spend=0.0, + team_max_budget=200.0, + ) + + updated = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + assert set(updated["metadata"]["tags"]) == {"key-supplied", "team-supplied"} + assert set(updated["metadata"]["inherited_tags"]) == {"key-supplied", "team-supplied"} + assert tuple(updated["metadata"]["caller_tags"]) == ("key-supplied",) + + +@pytest.mark.asyncio +async def test_add_litellm_data_to_request_inherited_tags_survives_pre_auth_header_merge(): + """Regression: apply_client_tag_policy_pre_auth (run from user_api_key_auth, + for _tag_max_budget_check) merges the caller's x-litellm-tags header into the + same metadata.tags list this function later reads from -- before this + function ever runs. A snapshot-based inherited_tags would misattribute that + caller-controlled value as policy-backed; inherited_tags must instead be read + directly from key/team/project metadata, immune to whatever the pre-auth pass + already merged into "tags".""" + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/v1/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/v1/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json", "x-litellm-tags": "caller-invented-tag"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data: dict = {"model": "gpt-3.5-turbo"} + + user_api_key_dict = UserAPIKeyAuth( + api_key="hashed-key", + user_id="real-user", + metadata={"tags": ["key-supplied"]}, + team_metadata={}, + spend=0.0, + max_budget=100.0, + model_max_budget={}, + team_spend=0.0, + team_max_budget=200.0, + ) + + # Simulate the real request pipeline: the pre-auth merge runs first, on the + # same data dict, before add_litellm_data_to_request is ever called. + LiteLLMProxyRequestSetup.apply_client_tag_policy_pre_auth( + request=request_mock, + request_data=data, + user_api_key_dict=user_api_key_dict, + ) + assert data["metadata"]["tags"] == ["caller-invented-tag"] + + updated = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + assert set(updated["metadata"]["tags"]) == {"caller-invented-tag", "key-supplied"} + assert updated["metadata"]["inherited_tags"] == ("key-supplied",) + assert updated["metadata"]["caller_tags"] == ("caller-invented-tag",) + + +@pytest.mark.asyncio +async def test_add_litellm_data_to_request_caller_tags_excludes_key_and_team_tags(): + """caller_tags must carry only what the caller itself sent (header + body + tags), never anything merged in from key/team metadata, even though the + merged "tags" field (used for matching) legitimately contains all three.""" + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/v1/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/v1/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = { + "model": "gpt-3.5-turbo", + "tags": ["caller-supplied"], + } + + user_api_key_dict = UserAPIKeyAuth( + api_key="hashed-key", + user_id="real-user", + metadata={"tags": ["key-supplied"]}, + team_metadata={"tags": ["team-supplied"]}, + spend=0.0, + max_budget=100.0, + model_max_budget={}, + team_spend=0.0, + team_max_budget=200.0, + ) + + updated = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + assert set(updated["metadata"]["tags"]) == {"caller-supplied", "key-supplied", "team-supplied"} + assert tuple(updated["metadata"]["caller_tags"]) == ("caller-supplied",) + + +@pytest.mark.asyncio +async def test_add_litellm_data_to_request_caller_tags_includes_header_tags(): + """The x-litellm-tags header is as much a caller-controlled input as the + body's "tags" field; both must land in caller_tags.""" + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/v1/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/v1/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json", "x-litellm-tags": "header-tag"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = {"model": "gpt-3.5-turbo"} + + user_api_key_dict = UserAPIKeyAuth( + api_key="hashed-key", + user_id="real-user", + metadata={"tags": ["key-supplied"]}, + team_metadata={}, + spend=0.0, + max_budget=100.0, + model_max_budget={}, + team_spend=0.0, + team_max_budget=200.0, + ) + + updated = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + assert set(updated["metadata"]["tags"]) == {"header-tag", "key-supplied"} + assert tuple(updated["metadata"]["caller_tags"]) == ("header-tag",) + + +@pytest.mark.asyncio +async def test_add_litellm_data_to_request_caller_tags_empty_when_caller_sends_nothing(): + """caller_tags must be present (an empty tuple), not absent, when the caller + supplied no tags of their own -- an empty-but-present value tells + tag_based_routing.py's allow_fail_open that any required/excluded tag on the + request is entirely inherited, not that no origin information is available. + """ + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/v1/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/v1/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = {"model": "gpt-3.5-turbo"} + + user_api_key_dict = UserAPIKeyAuth( + api_key="hashed-key", + user_id="real-user", + metadata={"tags": ["key-supplied"]}, + team_metadata={}, + spend=0.0, + max_budget=100.0, + model_max_budget={}, + team_spend=0.0, + team_max_budget=200.0, + ) + + updated = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + assert updated["metadata"]["tags"] == ["key-supplied"] + assert updated["metadata"]["caller_tags"] == () diff --git a/tests/test_litellm/router_strategy/test_router_tag_regex_routing.py b/tests/test_litellm/router_strategy/test_router_tag_regex_routing.py index dca2bd84f92..6591478a4e7 100644 --- a/tests/test_litellm/router_strategy/test_router_tag_regex_routing.py +++ b/tests/test_litellm/router_strategy/test_router_tag_regex_routing.py @@ -112,6 +112,7 @@ def _make_router_mock(enable_tag_filtering=True, match_any=True): mock = MagicMock() mock.enable_tag_filtering = enable_tag_filtering mock.tag_filtering_match_any = match_any + mock.tag_routing_prefix = "" return mock diff --git a/tests/test_litellm/router_strategy/test_router_tag_routing.py b/tests/test_litellm/router_strategy/test_router_tag_routing.py index 98506aad594..9e19e981f80 100644 --- a/tests/test_litellm/router_strategy/test_router_tag_routing.py +++ b/tests/test_litellm/router_strategy/test_router_tag_routing.py @@ -429,42 +429,58 @@ def test_get_tags_from_request_kwargs_various_inputs(): def test_split_tags_positive_only(): from litellm.router_strategy.tag_based_routing import _split_tags - positive, excluded = _split_tags(["paid", "teamA"]) + required, positive, excluded = _split_tags(["paid", "teamA"]) + assert required == () assert positive == ["paid", "teamA"] - assert excluded == [] + assert excluded == () def test_split_tags_negation_only(): from litellm.router_strategy.tag_based_routing import _split_tags - positive, excluded = _split_tags(["!provider:anthropic"]) + required, positive, excluded = _split_tags(["!provider:anthropic"]) + assert required == () assert positive == [] - assert excluded == ["provider:anthropic"] + assert excluded == ("provider:anthropic",) + + +def test_split_tags_required_only(): + from litellm.router_strategy.tag_based_routing import _split_tags + + required, positive, excluded = _split_tags(["&reasoning_type:high", "&provider:anthropic"]) + assert required == ("reasoning_type:high", "provider:anthropic") + assert positive == [] + assert excluded == () def test_split_tags_mixed(): from litellm.router_strategy.tag_based_routing import _split_tags - positive, excluded = _split_tags(["paid", "!provider:anthropic", "!inference:cerebras"]) + required, positive, excluded = _split_tags( + ["paid", "!provider:anthropic", "!inference:cerebras", "&reasoning_type:high"] + ) + assert required == ("reasoning_type:high",) assert positive == ["paid"] assert len(excluded) == 2 -def test_split_tags_bare_bang_skipped(): +def test_split_tags_bare_bang_and_amp_skipped(): from litellm.router_strategy.tag_based_routing import _split_tags - # A bare "!" with nothing after it is not a valid negation tag; skip it - positive, excluded = _split_tags(["paid", "!"]) + # A bare "!" or "&" with nothing after it is not a valid tag; skip it + required, positive, excluded = _split_tags(["paid", "!", "&"]) + assert required == () assert positive == ["paid"] - assert excluded == [] + assert excluded == () def test_split_tags_empty(): from litellm.router_strategy.tag_based_routing import _split_tags - positive, excluded = _split_tags([]) + required, positive, excluded = _split_tags([]) + assert required == () assert positive == [] - assert excluded == [] + assert excluded == () # --- get_deployments_for_tag negation integration tests --- @@ -1115,3 +1131,1682 @@ async def test_request_level_enable_tag_filtering_false_cannot_disable_global(): mock_response="hi", ) assert response._hidden_params["model_id"] == "team-a-deployment" + + +# --- model_info.enable_tag_filtering per-chain override --- + + +class _FakeRouterForChainOverride: + def __init__(self, all_deployments): + self._all_deployments = all_deployments + + def _get_all_deployments(self, model_name): + return self._all_deployments + + +def test_chain_tag_filtering_override_reads_any_member(): + from litellm.router_strategy.tag_based_routing import _chain_tag_filtering_override + + deployments = [ + {"model_info": {}}, + {"model_info": {"enable_tag_filtering": False}}, + ] + router = _FakeRouterForChainOverride(deployments) + assert _chain_tag_filtering_override(router, "gpt-4", deployments) is False + + +def test_chain_tag_filtering_override_none_when_unset_anywhere(): + from litellm.router_strategy.tag_based_routing import _chain_tag_filtering_override + + deployments = [{"model_info": {}}, {}] + router = _FakeRouterForChainOverride(deployments) + assert _chain_tag_filtering_override(router, "gpt-4", deployments) is None + + +def test_chain_tag_filtering_override_survives_the_overriding_member_going_unhealthy(): + # Regression: the per-group override must be resolved from every deployment + # configured for the model, not just the ones that survived cooldown/health + # filtering. async_get_healthy_deployments filters cooldowns before calling + # into get_deployments_for_tag, so healthy_deployments alone can be missing + # the one deployment that carries the group's only explicit override. + from litellm.router_strategy.tag_based_routing import _chain_tag_filtering_override + + all_deployments = [ + {"model_info": {"enable_tag_filtering": True}}, + {"model_info": {}}, + ] + router = _FakeRouterForChainOverride(all_deployments) + # The overriding deployment (index 0) is cooled down and absent from + # healthy_deployments -- the override must still be found via the full-group + # lookup, not silently lost. + healthy_deployments = [all_deployments[1]] + assert _chain_tag_filtering_override(router, "gpt-4", healthy_deployments) is True + + +def test_chain_tag_filtering_override_falls_back_to_healthy_deployments_on_lookup_error(): + from litellm.router_strategy.tag_based_routing import _chain_tag_filtering_override + + class _BrokenRouter: + def _get_all_deployments(self, model_name): + raise RuntimeError("model group not found") + + healthy_deployments = [{"model_info": {"enable_tag_filtering": False}}] + assert _chain_tag_filtering_override(_BrokenRouter(), "gpt-4", healthy_deployments) is False + + +@pytest.mark.asyncio() +async def test_chain_enable_tag_filtering_true_overrides_router_level_false(): + # Router-wide tag filtering is off; this model group opts in on its own via + # model_info.enable_tag_filtering, so tags still apply to requests for it. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["teamA"], + }, + "model_info": {"id": "team-a-deployment", "enable_tag_filtering": True}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["teamB"], + }, + "model_info": {"id": "team-b-deployment", "enable_tag_filtering": True}, + }, + ], + enable_tag_filtering=False, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["teamA"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "team-a-deployment" + + +@pytest.mark.asyncio() +async def test_chain_enable_tag_filtering_false_overrides_router_level_true(): + # Router-wide tag filtering is on, but this model group opts itself out via + # model_info.enable_tag_filtering: tags are ignored for requests to this group, + # so an untagged-style request just gets ordinary load-balanced routing. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["teamA"], + }, + "model_info": {"id": "team-a-deployment", "enable_tag_filtering": False}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["teamB"], + }, + "model_info": {"id": "team-b-deployment", "enable_tag_filtering": False}, + }, + ], + enable_tag_filtering=True, + ) + + seen_ids = set() + for _ in range(10): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["teamA"]}, + mock_response="hi", + ) + seen_ids.add(response._hidden_params["model_id"]) + + assert seen_ids == {"team-a-deployment", "team-b-deployment"} + + +@pytest.mark.asyncio() +async def test_request_level_enable_tag_filtering_still_wins_over_chain_level_false(): + # A key/team's own request-level enable_tag_filtering=True must still win over + # a chain that opted itself out, exactly as it already wins over the router + # default: request-level escalation is the highest-precedence layer. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["teamA"], + }, + "model_info": {"id": "team-a-deployment", "enable_tag_filtering": False}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["teamB"], + }, + "model_info": {"id": "team-b-deployment", "enable_tag_filtering": False}, + }, + ], + enable_tag_filtering=False, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["teamA"]}, + enable_tag_filtering=True, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "team-a-deployment" + + +# --- _require_all_tags / _chain_allows_fail_open unit tests --- + + +def test_require_all_tags_empty_required_set_is_noop(): + from litellm.router_strategy.tag_based_routing import _require_all_tags + + deployments = [{"litellm_params": {"tags": ["a"]}}, {"litellm_params": {"tags": []}}] + assert _require_all_tags(deployments, frozenset()) == tuple(deployments) + + +def test_require_all_tags_keeps_only_deployments_with_every_required_tag(): + from litellm.router_strategy.tag_based_routing import _require_all_tags + + has_both = {"litellm_params": {"tags": ["reasoning_type:high", "provider:anthropic"]}} + has_one = {"litellm_params": {"tags": ["reasoning_type:high"]}} + has_neither = {"litellm_params": {"tags": ["provider:openai"]}} + + result = _require_all_tags( + [has_both, has_one, has_neither], frozenset({"reasoning_type:high", "provider:anthropic"}) + ) + assert result == (has_both,) + + +def test_chain_allows_fail_open_true_when_any_member_sets_flag(): + from litellm.router_strategy.tag_based_routing import _chain_allows_fail_open + + deployments = [ + {"model_info": {}, "litellm_params": {"tags": ["provider:anthropic"]}}, + {"model_info": {"allow_fail_open": True}, "litellm_params": {"tags": ["provider:openai"]}}, + ] + assert _chain_allows_fail_open(deployments, frozenset(), frozenset({"provider:anthropic"}), frozenset()) is True + + +def test_chain_allows_fail_open_false_by_default(): + from litellm.router_strategy.tag_based_routing import _chain_allows_fail_open + + deployments = [{"model_info": {}}, {}] + assert _chain_allows_fail_open(deployments, frozenset(), frozenset(), frozenset()) is False + + +def test_chain_allows_fail_open_true_when_no_required_tag_is_known_at_all(): + # An entirely-invented required tag with nothing else known to compare against + # has no narrower answer to hide; a single-deployment catch-all fallback is a + # legitimate use of allow_fail_open, not something to deny. + from litellm.router_strategy.tag_based_routing import _chain_allows_fail_open + + deployments = [ + {"model_info": {"allow_fail_open": True}, "litellm_params": {"tags": ["default", "reasoning_type:low"]}}, + ] + assert _chain_allows_fail_open(deployments, frozenset(), frozenset({"reasoning_type:high"}), frozenset()) is True + + +def test_unknown_required_tag_hides_an_answer_denies_fail_open(): + from litellm.router_strategy.tag_based_routing import _chain_allows_fail_open + + deployments = [ + { + "model_info": {}, + "litellm_params": {"tags": ["provider:anthropic", "region:us-east"]}, + }, + { + "model_info": {"allow_fail_open": True}, + "litellm_params": {"tags": ["default", "provider:openai"]}, + }, + ] + # region:us-east is real and satisfiable on the first deployment; the invented tag + # alone forces emptiness. Dropping it reveals a specific, non-default answer, so + # fail-open must be denied even though the flag is set on the group. + assert ( + _chain_allows_fail_open( + deployments, frozenset(), frozenset({"region:us-east", "totally-invented-tag-nobody-has"}), frozenset() + ) + is False + ) + + +def test_unknown_required_tag_allows_fail_open_when_no_answer_is_hidden(): + from litellm.router_strategy.tag_based_routing import _chain_allows_fail_open + + deployments = [ + { + "model_info": {"allow_fail_open": True}, + "litellm_params": {"tags": ["provider:anthropic", "region:us-east"]}, + }, + { + "model_info": {"allow_fail_open": True}, + "litellm_params": {"tags": ["provider:eu", "region:eu"]}, + }, + { + "model_info": {"allow_fail_open": True}, + "litellm_params": {"tags": ["default", "provider:openai"]}, + }, + ] + # region:us-east and region:eu are both real, known tags; no single deployment + # carries both, so this is a genuinely unsatisfiable combination, not an invented + # tag masking a narrower answer. Fail-open must proceed normally. + assert ( + _chain_allows_fail_open(deployments, frozenset(), frozenset({"region:us-east", "region:eu"}), frozenset()) + is True + ) + + +# --- _strip_routing_prefix / _bare_tag_value unit tests --- + + +def test_strip_routing_prefix_empty_prefix_is_noop(): + from litellm.router_strategy.tag_based_routing import _strip_routing_prefix + + tags = ["provider:anthropic", "®ion:eu", "!region:us"] + rewritten, confirmed = _strip_routing_prefix(tags, "") + assert rewritten == tuple(tags) + assert confirmed == frozenset() + + +def test_strip_routing_prefix_splits_routed_from_other(): + from litellm.router_strategy.tag_based_routing import _strip_routing_prefix + + rewritten, confirmed = _strip_routing_prefix(["feature:demo", "route:!provider:openai"], "route:") + assert rewritten == ("feature:demo", "!provider:openai") + assert confirmed == frozenset({"provider:openai"}) + + +def test_strip_routing_prefix_confirmed_matches_bare_required_and_excluded_values(): + # Regression: confirmed must carry the same bare (marker-stripped) form that + # _split_tags produces for required_set/excluded_set downstream. A prior bug + # left the "&"/"!" marker in `confirmed`, so `required_set & routing_confirmed` + # never intersected for any prefixed "&"/"!" tag -- the entire "trusted, + # caller-declared required/excluded tag" mechanism silently no-opped. + from litellm.router_strategy.tag_based_routing import _strip_routing_prefix + + _, confirmed = _strip_routing_prefix(["route:&provider:anthropic", "route:!region:eu"], "route:") + assert confirmed == frozenset({"provider:anthropic", "region:eu"}) + + +def test_strip_routing_prefix_lone_marker_confirms_nothing(): + from litellm.router_strategy.tag_based_routing import _strip_routing_prefix + + # A lone "&"/"!" with nothing after it parses to nothing in required_set, + # excluded_set, or positive_tags (see test_split_tags_bare_bang_and_amp_skipped); + # confirmed must not invent a value for it either. + _, confirmed = _strip_routing_prefix(["route:&", "route:!"], "route:") + assert confirmed == frozenset() + + +def test_chain_allows_fail_open_true_when_prefixed_unknown_required_tag_is_confirmed(): + # Regression for the same bug: a required tag no deployment carries is normally + # treated as invented noise that can hide a narrower answer (see + # test_unknown_required_tag_hides_an_answer_denies_fail_open) -- but once the + # caller has explicitly marked it via the routing prefix, it counts as a known, + # honest ask, and fail-open must proceed rather than get denied. + from litellm.router_strategy.tag_based_routing import _chain_allows_fail_open + + deployments = [ + { + "model_info": {"allow_fail_open": True}, + "litellm_params": {"tags": ["default", "provider:anthropic"]}, + }, + ] + required_set = frozenset({"provider:anthropic", "typo-tag"}) + assert _chain_allows_fail_open(deployments, frozenset(), required_set, frozenset()) is False + assert _chain_allows_fail_open(deployments, frozenset(), required_set, required_set) is True + + +# --- get_deployments_for_tag required-AND ("&") integration tests --- + + +@pytest.mark.asyncio() +async def test_required_and_matches_deployment_with_all_tags(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:anthropic"], + }, + "model_info": {"id": "high-reasoning-anthropic"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:openai"], + }, + "model_info": {"id": "high-reasoning-openai"}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "&provider:anthropic"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "high-reasoning-anthropic" + + +@pytest.mark.asyncio() +async def test_required_and_excludes_deployment_missing_one_tag(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:anthropic"], + }, + "model_info": {"id": "high-reasoning-anthropic"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low", "provider:anthropic"], + }, + "model_info": {"id": "low-reasoning-anthropic"}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "&provider:anthropic"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "high-reasoning-anthropic" + + +@pytest.mark.asyncio() +async def test_required_and_composes_with_negation(): + # &reasoning_type:high requires the tag; !provider:anthropic bans that provider. + # Negation applies first, so the anthropic deployment is excluded even though + # it satisfies the required tag. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:anthropic"], + }, + "model_info": {"id": "high-reasoning-anthropic"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:openai"], + }, + "model_info": {"id": "high-reasoning-openai"}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "!provider:anthropic"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "high-reasoning-openai" + + +@pytest.mark.asyncio() +async def test_required_and_combines_with_positive_or_preference(): + # &reasoning_type:high is a hard requirement; provider:anthropic/provider:openai + # is a preference (OR) applied on top of the survivors. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:anthropic"], + }, + "model_info": {"id": "high-reasoning-anthropic"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:vertex"], + }, + "model_info": {"id": "high-reasoning-vertex"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low", "provider:anthropic"], + }, + "model_info": {"id": "low-reasoning-anthropic"}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "provider:anthropic", "provider:openai"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "high-reasoning-anthropic" + + +@pytest.mark.asyncio() +async def test_required_and_single_tag_matches_trivially(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high"], + }, + "model_info": {"id": "high-reasoning"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low"], + }, + "model_info": {"id": "low-reasoning"}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "high-reasoning" + + +@pytest.mark.asyncio() +async def test_required_and_unmatched_raises_by_default(): + # allow_fail_open unset -> unmatched required-AND raises, same as today's "!" behavior. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low"], + }, + "model_info": {"id": "low-reasoning"}, + }, + ], + enable_tag_filtering=True, + ) + + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"]}, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +@pytest.mark.asyncio() +async def test_required_and_combined_with_positive_unmatched_raises_by_default(): + # &A eliminates every candidate before the positive-tag preference even runs; + # this must be gated by allow_fail_open too, not just the required-AND-only path. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low", "provider:anthropic"], + }, + "model_info": {"id": "low-reasoning-anthropic"}, + }, + ], + enable_tag_filtering=True, + ) + + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "provider:anthropic"]}, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +# --- get_deployments_for_tag allow_fail_open integration tests --- + + +@pytest.mark.asyncio() +async def test_allow_fail_open_required_and_unmatched_falls_back_to_default_pool(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "reasoning_type:low"], + }, + "model_info": {"id": "default-model", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "default-model" + + +@pytest.mark.asyncio() +async def test_allow_fail_open_negation_eliminates_everything_includes_banned_deployment(): + # The core backwards-compatibility risk: once allow_fail_open opts a chain in, + # a "!" ban that eliminates every deployment falls back to the full default + # pool, INCLUDING the deployment the request tried to ban. This must never + # silently disappear (still raise) nor silently reappear on chains without + # the flag set (see test_negation_all_excluded_raises). + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic"], + }, + "model_info": {"id": "anthropic-model", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["!provider:anthropic"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "anthropic-model" + + +@pytest.mark.asyncio() +async def test_allow_fail_open_prefers_default_tagged_deployment_on_fallback(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic"], + }, + "model_info": {"id": "anthropic-model", "allow_fail_open": True}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "default"], + }, + "model_info": {"id": "anthropic-default-model", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["!provider:anthropic"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "anthropic-default-model" + + +@pytest.mark.asyncio() +async def test_allow_fail_open_per_hop_across_fallback_chain(): + # required-AND fail-open must be re-evaluated fresh on every hop, the same + # per-hop guarantee the negation feature already established. + router = litellm.Router( + model_list=[ + { + "model_name": "primary", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low"], + }, + "model_info": {"id": "primary-low-reasoning"}, + }, + { + "model_name": "fallback", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "reasoning_type:low"], + }, + "model_info": {"id": "fallback-model", "allow_fail_open": True}, + }, + ], + fallbacks=[{"primary": ["fallback"]}], + enable_tag_filtering=True, + ) + + response = await router.acompletion( + model="primary", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "fallback-model" + + +@pytest.mark.asyncio() +async def test_allow_fail_open_resolves_locally_without_triggering_external_fallback(): + # allow_fail_open on the primary group's own default deployment absorbs the + # exhaustion internally (_resolve_or_fail_open returns a non-empty pool, so + # get_deployments_for_tag never raises); router.async_function_with_fallbacks + # only invokes the configured "fallbacks" chain on an exception, so a + # separate, unrelated fallback group must never be touched even though one is + # configured. A fallback deployment that would trivially satisfy the request + # tag if it were ever consulted makes this a meaningful negative assertion, + # not a vacuous one. + router = litellm.Router( + model_list=[ + { + "model_name": "primary", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high"], + }, + "model_info": {"id": "primary-high-reasoning"}, + }, + { + "model_name": "primary", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "reasoning_type:low"], + }, + "model_info": {"id": "primary-default", "allow_fail_open": True}, + }, + { + "model_name": "fallback", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["region:eu"], + }, + "model_info": {"id": "fallback-should-never-be-used"}, + }, + ], + fallbacks=[{"primary": ["fallback"]}], + enable_tag_filtering=True, + ) + + response = await router.acompletion( + model="primary", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["®ion:eu"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "primary-default" + + +# --- allow_fail_open must also gate "!" exhaustion combined with a plain positive tag --- + + +@pytest.mark.asyncio() +async def test_negation_combined_with_positive_unmatched_raises_by_default(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "paid"], + }, + "model_info": {"id": "anthropic-paid"}, + }, + ], + enable_tag_filtering=True, + ) + + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["!provider:anthropic", "paid"]}, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +@pytest.mark.asyncio() +async def test_negation_combined_with_positive_unmatched_falls_open_when_allowed(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "paid", "default"], + }, + "model_info": {"id": "anthropic-paid", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["!provider:anthropic", "paid"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "anthropic-paid" + + +# --- a required-AND-only request must not be diluted by incidental regex/header preference --- + + +@pytest.mark.asyncio() +async def test_required_and_only_returns_every_matching_deployment_despite_regex_header(): + # Deployment A satisfies &reasoning_type:high and also happens to carry a tag_regex + # that matches the caller's User-Agent. Deployment B also satisfies the required tag + # but has no tag_regex at all. A required-AND-only request (no plain positive tags) + # must be free to route to either survivor, not be narrowed down to only the one + # that happens to match the incidental regex/header preference. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high"], + "tag_regex": ["^User-Agent: claude-code\\/"], + }, + "model_info": {"id": "high-reasoning-with-regex"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high"], + }, + "model_info": {"id": "high-reasoning-no-regex"}, + }, + ], + enable_tag_filtering=True, + ) + + seen_ids = set() + for _ in range(30): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"], "user_agent": "claude-code/1.2.3"}, + mock_response="hi", + ) + seen_ids.add(response._hidden_params["model_id"]) + + assert seen_ids == {"high-reasoning-with-regex", "high-reasoning-no-regex"} + + +@pytest.mark.asyncio() +async def test_required_and_only_excludes_regex_deployment_missing_the_required_tag(): + # The tag_regex deployment matches the caller's User-Agent but does NOT carry the + # required tag; a required-AND-only request must not let it through on the strength + # of the regex/header match alone. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low"], + "tag_regex": ["^User-Agent: claude-code\\/"], + }, + "model_info": {"id": "low-reasoning-with-regex"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high"], + }, + "model_info": {"id": "high-reasoning-no-regex"}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"], "user_agent": "claude-code/1.2.3"}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "high-reasoning-no-regex" + + +# --- allow_fail_open must also gate exhaustion after a non-empty required-AND survivor +# set fails to match a plain preference tag, not just full !/& exhaustion --- + + +@pytest.mark.asyncio() +async def test_mixed_constraint_survivor_unmatched_by_positive_tag_raises_by_default(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:anthropic"], + }, + "model_info": {"id": "high-reasoning-anthropic"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "reasoning_type:low"], + }, + "model_info": {"id": "default-fallback"}, + }, + ], + enable_tag_filtering=True, + ) + + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "provider:openai"]}, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +@pytest.mark.asyncio() +async def test_mixed_constraint_survivor_unmatched_by_positive_tag_falls_open_when_allowed(): + # &reasoning_type:high survives to a non-empty candidate set (the anthropic + # deployment), but the plain preference tag provider:openai matches none of the + # survivors, and the surviving deployment itself is not "default"-tagged (so the + # pre-existing in-loop default-collection escape hatch can't mask the fix). Greptile + # flagged this exact path as bypassing allow_fail_open by raising unconditionally; + # it must instead fall back to the group's actual default-tagged deployment, which + # is a different deployment than the one &reasoning_type:high matched. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high", "provider:anthropic"], + }, + "model_info": {"id": "high-reasoning-anthropic", "allow_fail_open": True}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "reasoning_type:low"], + }, + "model_info": {"id": "default-fallback", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high", "provider:openai"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "default-fallback" + + +# --- allow_fail_open must not be triggerable by an invented tag the chain has never +# carried; a caller-supplied garbage tag must not be able to force an otherwise- +# satisfiable constraint (e.g. one inherited from the key/team) to be discarded --- + + +@pytest.mark.asyncio() +async def test_allow_fail_open_denied_when_request_includes_unknown_tag(): + # region:us-east is a real, satisfiable constraint on anthropic-deployment. Adding + # a single invented tag no deployment in this group has ever carried empties the + # required-AND set regardless of region:us-east's own satisfiability. allow_fail_open + # is set on the default deployment, but must not fire here: none of the *other* + # deployments carry the invented tag either, so it is unknown to the chain, and + # falling back would silently discard the still-satisfiable region:us-east ask. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "region:us-east"], + }, + "model_info": {"id": "anthropic-deployment"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "provider:openai"], + }, + "model_info": {"id": "openai-default", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["®ion:us-east", "&totally-invented-tag-nobody-has"]}, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +@pytest.mark.asyncio() +async def test_allow_fail_open_still_fires_when_every_requested_tag_is_known(): + # region:us-east and region:eu are both real tags this chain uses; no single + # deployment carries both, so the combination is genuinely unsatisfiable, not + # invented. allow_fail_open must still fall back normally in this case. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "region:us-east"], + }, + "model_info": {"id": "anthropic-deployment", "allow_fail_open": True}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:eu", "region:eu"], + }, + "model_info": {"id": "eu-deployment", "allow_fail_open": True}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "openai/gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "provider:openai"], + }, + "model_info": {"id": "openai-default", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["®ion:us-east", "®ion:eu"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "openai-default" + + +# --- required-AND, allow_fail_open, and the unknown-tag denial across fallback +# chains spanning multiple model groups --- + + +@pytest.mark.asyncio() +async def test_required_and_exhausts_primary_group_falls_through_to_fallback_group(): + # &reasoning_type:high matches nothing on "primary" (raises internally, same as + # negation's own fallback-chain behavior), so the router advances to "fallback" + # where the tag is satisfiable. No allow_fail_open involved; this is the plain + # fallback-chain mechanics already established for "!" extended to "&". + router = litellm.Router( + model_list=[ + { + "model_name": "primary", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:low"], + }, + "model_info": {"id": "primary-low-reasoning"}, + }, + { + "model_name": "fallback", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["reasoning_type:high"], + }, + "model_info": {"id": "fallback-high-reasoning"}, + }, + ], + fallbacks=[{"primary": ["fallback"]}], + enable_tag_filtering=True, + ) + + response = await router.acompletion( + model="primary", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["&reasoning_type:high"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "fallback-high-reasoning" + + +@pytest.mark.asyncio() +async def test_required_and_negation_and_allow_fail_open_combine_across_three_model_groups(): + # A single request routes through three independent model groups via two + # fallback hops, exercising "!", "&", and allow_fail_open together at each hop: + # - "primary" is banned outright by "!provider:anthropic" -> raises, advances. + # - "secondary" satisfies the negation but not &reasoning_type:high, and has no + # allow_fail_open -> raises exactly as today, advances. + # - "tertiary" has reasoning_type:high, but only on the deployment the same + # "!provider:anthropic" also bans; the tag is known to the chain but its only + # carrier is legitimately excluded, not hidden behind an invented tag, so the + # opted-in allow_fail_open falls back to the group's own default deployment. + router = litellm.Router( + model_list=[ + { + "model_name": "primary", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "reasoning_type:high"], + }, + "model_info": {"id": "primary-anthropic"}, + }, + { + "model_name": "secondary", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:openai", "reasoning_type:low"], + }, + "model_info": {"id": "secondary-openai"}, + }, + { + "model_name": "tertiary", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "reasoning_type:high", "region:eu"], + }, + "model_info": {"id": "tertiary-anthropic-high-reasoning"}, + }, + { + "model_name": "tertiary", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "provider:openai", "reasoning_type:low"], + }, + "model_info": {"id": "tertiary-default", "allow_fail_open": True}, + }, + ], + fallbacks=[{"primary": ["secondary"]}, {"secondary": ["tertiary"]}], + enable_tag_filtering=True, + ) + + response = await router.acompletion( + model="primary", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["!provider:anthropic", "&reasoning_type:high"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "tertiary-default" + + +@pytest.mark.asyncio() +async def test_unknown_tag_denial_is_scoped_per_hop_not_leaked_across_fallback_groups(): + # On "primary": region:us-east is real and satisfiable there, but the invented + # tag masks it -> denies fail-open -> raises -> advances to "fallback". + # On "fallback": neither region:us-east nor the invented tag is known to this + # entirely different, unrelated group at all, so there's no answer for the + # invented tag to hide -> falls open normally. Each hop must independently + # discover what its own group knows; a deny decision from a prior hop's group + # must not leak forward and block a later hop that has no relevant knowledge. + router = litellm.Router( + model_list=[ + { + "model_name": "primary", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["region:us-east"], + }, + "model_info": {"id": "primary-us-east", "allow_fail_open": True}, + }, + { + "model_name": "fallback", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "provider:openai"], + }, + "model_info": {"id": "fallback-default", "allow_fail_open": True}, + }, + ], + fallbacks=[{"primary": ["fallback"]}], + enable_tag_filtering=True, + ) + + response = await router.acompletion( + model="primary", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["®ion:us-east", "&totally-invented-tag-nobody-has"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "fallback-default" + + +@pytest.mark.asyncio() +async def test_required_and_only_finds_compliant_non_default_deployment_over_noncompliant_default(): + # A required-AND-only request must be checked against every deployment in the + # group, not just the one tagged "default". A compliant, healthy deployment that + # simply isn't the operator's default must win over routing to a noncompliant + # default just because allow_fail_open happened to be set. + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["provider:anthropic", "region:us-east"], + }, + "model_info": {"id": "anthropic-us-east"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "provider:openai"], + }, + "model_info": {"id": "openai-default", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["®ion:us-east"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] == "anthropic-us-east" + + +# --- plain positive-tag exhaustion must not be masked by a universally-applied +# "default" tag; allow_fail_open must still be consulted (or hard-fail without it) --- + + +def _quality_high_cost_low_router(): + return litellm.Router( + model_list=[ + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "quality:high"], + }, + "model_info": {"id": "quality-high-1"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "quality:high"], + }, + "model_info": {"id": "quality-high-2"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "cost:low"], + }, + "model_info": {"id": "cost-low-1"}, + }, + { + "model_name": "gpt-4", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["default", "cost:low"], + }, + "model_info": {"id": "cost-low-2"}, + }, + ], + enable_tag_filtering=True, + ) + + +@pytest.mark.asyncio() +async def test_plain_tag_exhaustion_with_universal_default_tag_raises_by_default(): + # Every deployment in the group is tagged "default" (a legitimate cross-cutting + # safety-net pattern), so default_deployments is never empty on its own. With + # the quality:high deployments unhealthy, a request asking for quality:high + # must still hard-fail, not silently get served by a cost:low deployment just + # because it happens to also carry "default". + from unittest.mock import AsyncMock, patch + + router = _quality_high_cost_low_router() + + with patch( + "litellm.router._async_get_cooldown_deployments", + new=AsyncMock(return_value=["quality-high-1", "quality-high-2"]), + ): + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["quality:high"]}, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +@pytest.mark.asyncio() +async def test_plain_tag_exhaustion_with_universal_default_tag_falls_open_when_allowed(): + router = _quality_high_cost_low_router() + for deployment in router.model_list: + deployment["model_info"]["allow_fail_open"] = True + + from unittest.mock import AsyncMock, patch + + with patch( + "litellm.router._async_get_cooldown_deployments", + new=AsyncMock(return_value=["quality-high-1", "quality-high-2"]), + ): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["quality:high"]}, + mock_response="hi", + ) + + assert response._hidden_params["model_id"] in ("cost-low-1", "cost-low-2") + + +@pytest.mark.asyncio() +async def test_plain_tag_unknown_to_group_still_falls_back_silently_unconditionally(): + # A tag that no deployment in this group has ever carried (foreign to this + # group entirely, e.g. an attribution tag meant for an unrelated mechanism + # sharing the same request-tags list) must keep falling back to the + # "default"-tagged pool unconditionally, exactly like today, regardless of + # allow_fail_open. Only a tag that IS part of this group's real vocabulary + # triggers the new hard-fail/fail-open gate. + router = _quality_high_cost_low_router() + + for _ in range(5): + response = await router.acompletion( + model="gpt-4", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["llm-preference-include:some-unrelated-mechanism"]}, + mock_response="hi", + ) + assert response._hidden_params["model_id"] in ( + "quality-high-1", + "quality-high-2", + "cost-low-1", + "cost-low-2", + ) + + +def test_tag_known_to_group_true_for_real_tag(): + from litellm.router_strategy.tag_based_routing import _tag_known_to_group + + router = _quality_high_cost_low_router() + assert _tag_known_to_group(router, "gpt-4", ["quality:high"], frozenset()) is True + + +def test_tag_known_to_group_false_for_foreign_tag(): + from litellm.router_strategy.tag_based_routing import _tag_known_to_group + + router = _quality_high_cost_low_router() + assert _tag_known_to_group(router, "gpt-4", ["llm-preference-include:unrelated"], frozenset()) is False + + +def test_inherited_constraint_sets_none_when_inherited_tags_absent(): + from litellm.router_strategy.tag_based_routing import _inherited_constraint_sets + + assert _inherited_constraint_sets(None, "") == (None, None) + + +def test_inherited_constraint_sets_splits_required_and_excluded(): + from litellm.router_strategy.tag_based_routing import _inherited_constraint_sets + + inherited_required_set, inherited_excluded_set = _inherited_constraint_sets( + ["®ion:eu", "!region:us", "plain"], "" + ) + assert inherited_required_set == frozenset({"region:eu"}) + assert inherited_excluded_set == frozenset({"region:us"}) + + +def test_inherited_constraint_sets_none_for_non_sequence_value(): + from litellm.router_strategy.tag_based_routing import _inherited_constraint_sets + + # A malformed/unexpected inherited_tags value (anything but a list/tuple) must + # be treated the same as "no origin information", never as "nothing is + # inherited" -- the two are not interchangeable, see _trusted_only_pool. + assert _inherited_constraint_sets("not-a-sequence", "") == (None, None) + + +def test_trusted_only_pool_discards_everything_when_inherited_sets_are_none(): + from litellm.router_strategy.tag_based_routing import _trusted_only_pool + + deployments = ({"litellm_params": {"tags": ["region:us"]}},) + # No origin info at all -> reproduce the pre-provenance unconditional + # fall-open: the trusted-only pool ignores excluded_set/required_set entirely. + assert _trusted_only_pool(deployments, frozenset({"region:eu"}), frozenset({"region:apac"}), None, None) == deployments + + +def test_trusted_only_pool_keeps_constraint_backed_by_inherited_tags(): + from litellm.router_strategy.tag_based_routing import _trusted_only_pool + + eu = {"litellm_params": {"tags": ["region:eu"]}} + us = {"litellm_params": {"tags": ["region:us"]}} + # required_set={"region:eu"} IS in inherited_required_set -> protected, kept. + result = _trusted_only_pool( + (eu, us), frozenset(), frozenset({"region:eu"}), frozenset(), frozenset({"region:eu"}) + ) + assert result == (eu,) + + +def test_trusted_only_pool_discards_a_value_with_no_inherited_backing_even_if_the_caller_also_sent_it(): + # Regression for the value-collision bypass Greptile and veria-ai both + # flagged: a value with zero inherited backing is discardable even when it + # happens to be the exact value the caller submitted -- there is nothing here + # to distinguish "caller-only" from "caller happened to guess a real policy + # value" at this function's level, which is exactly why protection must be + # keyed off presence in inherited_required_set, never absence from a + # caller-supplied set (see the router-level regression below for the full + # bypass this replaces). + from litellm.router_strategy.tag_based_routing import _trusted_only_pool + + eu = {"litellm_params": {"tags": ["region:eu"]}} + us = {"litellm_params": {"tags": ["region:us"]}} + result = _trusted_only_pool((eu, us), frozenset(), frozenset({"region:eu"}), frozenset(), frozenset()) + assert result == (eu, us) + + +def _eu_region_router(): + # eu-1 deliberately carries no "default" tag, and us-default is the only + # "default"-tagged deployment -- this keeps _default_tagged_pool's outcome a + # single, deterministic deployment id in every scenario below, regardless of + # which of the two candidate pools (trusted-only vs fully-unconstrained) a + # given code path resolves to. + return litellm.Router( + model_list=[ + { + "model_name": "chat", + "litellm_params": { + "model": "gpt-4o", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["region:eu"], + }, + "model_info": {"id": "eu-1", "allow_fail_open": True}, + }, + { + "model_name": "chat", + "litellm_params": { + "model": "gpt-4o-mini", + "api_base": "https://exampleopenaiendpoint-production.up.railway.app/", + "tags": ["region:us", "default"], + }, + "model_info": {"id": "us-default", "allow_fail_open": True}, + }, + ], + enable_tag_filtering=True, + ) + + +@pytest.mark.asyncio() +async def test_allow_fail_open_preserves_inherited_constraint_when_caller_tag_causes_exhaustion(): + # ®ion:eu simulates a key/team-inherited hard requirement, captured in + # inherited_tags (a snapshot taken before the caller's own tags are merged + # in); !region:eu simulates the caller's own tag. Combined they exhaust the + # pool (nothing can both carry and not carry region:eu), but allow_fail_open + # must fall back to what still satisfies the inherited requirement, not the + # fully-unconstrained default pool (us-default), and not raise either. + router = _eu_region_router() + + response = await router.acompletion( + model="chat", + messages=[{"role": "user", "content": "hi"}], + metadata={ + "tags": ["®ion:eu", "!region:eu"], + "inherited_tags": ["®ion:eu"], + "caller_tags": ["!region:eu"], + }, + mock_response="hi", + ) + + assert response._hidden_params["model_id"] == "eu-1" + + +@pytest.mark.asyncio() +async def test_allow_fail_open_stays_protected_when_caller_duplicates_the_inherited_tag(): + # Regression for the value-collision bypass Greptile and veria-ai both + # flagged: a caller who resubmits the exact value of an inherited "&" tag + # (here alongside a conflicting "!" for the same value) must not be able to + # strip that value's protection just because it now also appears in + # caller_tags. Protection is keyed off presence in inherited_tags, not + # absence from caller_tags -- if it were the latter, subtracting + # caller_required_set={"region:eu"} from required_set would zero out the + # inherited requirement entirely and this would incorrectly resolve to + # us-default instead of eu-1. + router = _eu_region_router() + + response = await router.acompletion( + model="chat", + messages=[{"role": "user", "content": "hi"}], + metadata={ + "tags": ["®ion:eu", "!region:eu"], + "inherited_tags": ["®ion:eu"], + "caller_tags": ["®ion:eu", "!region:eu"], + }, + mock_response="hi", + ) + + assert response._hidden_params["model_id"] == "eu-1" + + +@pytest.mark.asyncio() +async def test_allow_fail_open_raises_when_inherited_constraint_alone_is_unsatisfiable(): + # Both region:eu and region:us are known to the group (so the unknown-tag + # masking guard does not apply), but no single deployment carries both, and + # inherited_tags confirms the entire required-AND set traces back to policy. + # allow_fail_open must not paper over an inherited requirement that is + # unsatisfiable on its own; it should raise exactly as it would with + # allow_fail_open unset. + router = _eu_region_router() + + with pytest.raises(Exception) as exc_info: + await router.acompletion( + model="chat", + messages=[{"role": "user", "content": "hi"}], + metadata={ + "tags": ["®ion:eu", "®ion:us"], + "inherited_tags": ["®ion:eu", "®ion:us"], + "caller_tags": [], + }, + mock_response="hi", + ) + + from litellm.types.router import RouterErrors + + assert RouterErrors.no_deployments_with_tag_routing.value in str(exc_info.value) + + +@pytest.mark.asyncio() +async def test_allow_fail_open_unconditional_discard_when_inherited_tags_key_absent(): + # No "inherited_tags" key at all (e.g. a direct SDK Router call that never + # went through the proxy's litellm_pre_call_utils.py) must reproduce the exact + # pre-provenance behavior: unconditional fall-open to the default pool, even + # though region:eu here would otherwise look like an inherited requirement. + router = _eu_region_router() + + response = await router.acompletion( + model="chat", + messages=[{"role": "user", "content": "hi"}], + metadata={"tags": ["®ion:eu", "!region:eu"]}, + mock_response="hi", + ) + + assert response._hidden_params["model_id"] == "us-default" + + +# --- tag_routing_prefix must be configurable through every settings-update +# path the router already supports for its sibling enable_tag_filtering, not +# just the config.yaml constructor argument --- + + +def test_router_update_settings_applies_tag_routing_prefix(): + # Regression: tag_routing_prefix was missing from Router.update_settings's + # _allowed_settings, so an operator configuring it via the DB-backed + # router_settings path (proxy_server.py's _add_router_settings_from_db_config, + # which calls update_settings directly) had the value silently ignored. + router = litellm.Router(model_list=[{"model_name": "x", "litellm_params": {"model": "openai/gpt-4o-mini"}}]) + assert router.tag_routing_prefix == "" + + router.update_settings(tag_routing_prefix="route:") + + assert router.tag_routing_prefix == "route:" + + +def test_router_get_settings_includes_tag_routing_prefix(): + router = litellm.Router(model_list=[{"model_name": "x", "litellm_params": {"model": "openai/gpt-4o-mini"}}]) + router.update_settings(tag_routing_prefix="route:") + + assert router.get_settings()["tag_routing_prefix"] == "route:" + + +def test_update_router_config_schema_includes_tag_routing_prefix(): + # The Admin UI's POST /config/update path validates through + # UpdateRouterConfig before calling update_settings; a field missing here + # causes model_dump(exclude_none=True) to silently drop it before + # update_settings is ever called -- the same bug shape LIT-3152 fixed for + # retry_policy (see tests/test_litellm/test_router_retry_policy_update.py). + from litellm.types.router import UpdateRouterConfig + + config = UpdateRouterConfig(tag_routing_prefix="route:") + assert config.model_dump(exclude_none=True)["tag_routing_prefix"] == "route:" diff --git a/type-discipline-budget.json b/type-discipline-budget.json index c990ae52ff2..eee067815d2 100644 --- a/type-discipline-budget.json +++ b/type-discipline-budget.json @@ -1,9 +1,9 @@ { "LIT001": { - "limit": 23057 + "limit": 23039 }, "LIT002": { - "limit": 27156 + "limit": 27154 }, "LIT003": { "limit": 269 @@ -27,7 +27,7 @@ "limit": 0 }, "LIT010": { - "limit": 16744 + "limit": 16742 }, "LIT011": { "limit": 5596 diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts index 35adc9e92cf..05cba547f23 100644 --- a/ui/litellm-dashboard/src/lib/http/schema.d.ts +++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts @@ -34222,6 +34222,8 @@ export interface components { routing_strategy_args?: { [key: string]: unknown; } | null; + /** Tag Routing Prefix */ + tag_routing_prefix?: string | null; /** Timeout */ timeout?: number | null; }; @@ -35391,6 +35393,8 @@ export interface components { }; /** ModelInfo */ litellm__types__router__ModelInfo: { + /** Allow Fail Open */ + allow_fail_open?: boolean | null; /** Base Model */ base_model?: string | null; /** Blocked */ @@ -35410,6 +35414,8 @@ export interface components { * @default false */ db_model: boolean; + /** Enable Tag Filtering */ + enable_tag_filtering?: boolean | null; /** Id */ id: string | null; /** Input Cost Per Character */ From cbf85a015fd1a12f86fa0ef7c1bdbbf82e7007dc Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Tue, 11 Aug 2026 11:53:11 -0700 Subject: [PATCH 232/234] feat(proxy): per-key prompt caching toggle via enable_prompt_caching (#36466) * feat(proxy): per-key prompt caching auto-injection via enable_prompt_caching Adds a key-level enable_prompt_caching toggle that auto-injects Anthropic cache_control breakpoints on requests made with that key, without requiring the gateway-wide enable_anthropic_prompt_caching flag. The flag lives in key metadata, is stamped onto the request root by add_key_level_controls, rides kwargs into both the /chat/completions seeding path and the native /v1/messages path, and reuses every existing gate (anthropic/bedrock only, supports_prompt_caching, client markers win). Client-supplied body values are stripped as an untrusted root control field. Includes the Admin UI switch on key create and key edit plus a read-only settings row, and dedupes the key edit view's drifted initial-values objects. * fix(proxy): drop section comment and suppress LIT011 on key-level prompt caching stamp --- .../anthropic_cache_control_hook.py | 30 ++++--- litellm/main.py | 2 + litellm/proxy/_types.py | 2 + litellm/proxy/litellm_pre_call_utils.py | 4 + .../key_management_endpoints.py | 2 + litellm/types/utils.py | 1 + .../test_anthropic_cache_control_hook.py | 81 +++++++++++++++++++ .../test_key_management_endpoints.py | 15 ++++ .../proxy/test_litellm_pre_call_utils.py | 38 +++++++++ .../organisms/create_key_button.tsx | 15 ++++ .../templates/key_edit_view.test.tsx | 30 +++++++ .../components/templates/key_edit_view.tsx | 48 +++++------ .../components/templates/key_info_view.tsx | 7 ++ ui/litellm-dashboard/src/lib/http/schema.d.ts | 12 +++ 14 files changed, 248 insertions(+), 39 deletions(-) diff --git a/litellm/integrations/anthropic_cache_control_hook.py b/litellm/integrations/anthropic_cache_control_hook.py index f2ef8d63a07..4df6fce74c0 100644 --- a/litellm/integrations/anthropic_cache_control_hook.py +++ b/litellm/integrations/anthropic_cache_control_hook.py @@ -382,19 +382,23 @@ class AnthropicCacheControlHook(CustomPromptManagement): model: str, custom_llm_provider: str | None, tools: list | None = None, + enable_prompt_caching: bool | None = None, ) -> list[CacheControlInjectionPoint]: """Default breakpoints when ``litellm.enable_anthropic_prompt_caching`` is on. - Caches the system prompt and the trailing turn, so the stable prefix - (system + tools + history) is reused while the breakpoint advances with - the conversation. Returns [] (stand down) when the flag is off, the - provider does not consume cache_control breakpoints (only anthropic / - bedrock do), the model lacks prompt-caching support, or the request - already carries client-supplied cache_control. + ``enable_prompt_caching`` is the per-request override (stamped from key + metadata by the proxy); True turns auto-injection on for this request + even when the global flag is off. Caches the system prompt and the + trailing turn, so the stable prefix (system + tools + history) is + reused while the breakpoint advances with the conversation. Returns [] + (stand down) when neither flag is on, the provider does not consume + cache_control breakpoints (only anthropic / bedrock do), the model + lacks prompt-caching support, or the request already carries + client-supplied cache_control. """ import litellm - if litellm.enable_anthropic_prompt_caching is not True: + if litellm.enable_anthropic_prompt_caching is not True and enable_prompt_caching is not True: return [] provider = custom_llm_provider @@ -433,6 +437,7 @@ class AnthropicCacheControlHook(CustomPromptManagement): model: str, custom_llm_provider: str | None, tools: list | None = None, + enable_prompt_caching: bool | None = None, ) -> None: """For /chat/completions: resolve the injection points the request should carry. @@ -458,6 +463,7 @@ class AnthropicCacheControlHook(CustomPromptManagement): model=model, custom_llm_provider=custom_llm_provider, tools=tools, + enable_prompt_caching=enable_prompt_caching, ) if points: non_default_params["cache_control_injection_points"] = points @@ -478,12 +484,17 @@ class AnthropicCacheControlHook(CustomPromptManagement): judgment happens once per request; points a prior pass wrote back carry the judged stamp and are never re-judged (see ``_should_stand_down``). When none are configured but - ``litellm.enable_anthropic_prompt_caching`` is on, synthesize default - breakpoints for the native /v1/messages path. Pops the key from kwargs; + ``litellm.enable_anthropic_prompt_caching`` or the per-request + ``enable_prompt_caching`` kwarg (stamped from key metadata) is on, + synthesize default breakpoints for the native /v1/messages path. Pops + both keys from kwargs; if remaining (non-message) points exist they are written back so downstream transforms can handle them. """ typed_messages = cast(list[AllMessageValues], messages) # cast-ok: Anthropic-shaped dicts from v1/messages + enable_prompt_caching: Final = cast( # cast-ok: kwargs is untyped; key stamped as bool by the proxy + bool | None, kwargs.pop("enable_prompt_caching", None) + ) configured: Final = cast( # cast-ok: kwargs is untyped; this key only holds the documented injection-point list list[CacheControlInjectionPoint] | None, kwargs.pop("cache_control_injection_points", None) ) @@ -497,6 +508,7 @@ class AnthropicCacheControlHook(CustomPromptManagement): tools=tools, model=model, custom_llm_provider=custom_llm_provider, + enable_prompt_caching=enable_prompt_caching, ) if not injection_points: return messages, system diff --git a/litellm/main.py b/litellm/main.py index c70a41c891a..bf6ec8004ce 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -504,6 +504,7 @@ async def acompletion( model=model, custom_llm_provider=cast(str | None, custom_llm_provider), # cast-ok: read from untyped kwargs tools=tools, + enable_prompt_caching=cast(bool | None, kwargs.get("enable_prompt_caching")), # cast-ok: untyped kwargs ) if isinstance(litellm_logging_obj, LiteLLMLoggingObj) and ( @@ -5105,6 +5106,7 @@ def completion( model=model, custom_llm_provider=cast(str | None, kwargs.get("custom_llm_provider")), # cast-ok: untyped kwargs tools=tools, + enable_prompt_caching=cast(bool | None, kwargs.get("enable_prompt_caching")), # cast-ok: untyped kwargs ) if isinstance(litellm_logging_obj, LiteLLMLoggingObj) and ( diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index dc4f17c7b31..08348187645 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1108,6 +1108,7 @@ class KeyRequestBase(GenerateRequestBase): budget_id: str | None = None tags: list[str] | None = None disable_global_guardrails: bool | None = None + enable_prompt_caching: bool | None = None throttle_on_budget_exceeded: bool | None = None enforced_params: list[str] | None = None allowed_routes: list | None = [] @@ -4124,6 +4125,7 @@ LiteLLM_ManagementEndpoint_MetadataFields: Final = [ "enforced_batch_output_expires_after", "enforced_file_expires_after", "throttle_on_budget_exceeded", + "enable_prompt_caching", ] LiteLLM_ManagementEndpoint_MetadataFields_Premium: Final = [ diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py index 0924b6aebea..f83061a15ce 100644 --- a/litellm/proxy/litellm_pre_call_utils.py +++ b/litellm/proxy/litellm_pre_call_utils.py @@ -201,6 +201,7 @@ _UNTRUSTED_ROOT_CONTROL_FIELDS: Final = ( "mock_tool_calls", "disable_global_guardrails", "disable_global_guardrail", + "enable_prompt_caching", "opted_out_global_guardrails", "applied_guardrails", "applied_policies", @@ -1333,6 +1334,9 @@ class LiteLLMProxyRequestSetup: if "disable_fallbacks" in key_metadata and isinstance(key_metadata["disable_fallbacks"], bool): data["disable_fallbacks"] = key_metadata["disable_fallbacks"] + if isinstance(key_metadata.get("enable_prompt_caching"), bool): + data["enable_prompt_caching"] = key_metadata["enable_prompt_caching"] # rebind-ok: data is an out-param + ## KEY-LEVEL METADATA data = LiteLLMProxyRequestSetup.add_management_endpoint_metadata_to_request_metadata( data=data, diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index 836b223c6ad..ebf44497658 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -1593,6 +1593,7 @@ async def generate_key_fn( - policies: Optional[List[str]] - List of policy names to apply to the key. Policies define guardrails, conditions, and inheritance rules. - disable_global_guardrails: Optional[bool] - Whether to disable global guardrails for the key. - throttle_on_budget_exceeded: Optional[bool] - When the key exceeds its max_budget, throttle its tpm/rpm to the global budget_exceeded_throttle_percentage instead of blocking the key entirely. + - enable_prompt_caching: Optional[bool] - Auto-inject prompt caching breakpoints (Anthropic cache_control markers) on requests made with this key. Anthropic and Bedrock Claude models only. - permissions: Optional[dict] - key-specific permissions. Currently just used for turning off pii masking (if connected). Example - {"pii": false} - model_max_budget: Optional[Dict[str, BudgetConfig]] - Model-specific budgets {"gpt-4": {"budget_limit": 0.0005, "time_period": "30d"}}}. IF null or {} then no model specific budget. - budget_fallbacks: Optional[Dict[str, List[str]]] - Per-model fallback chain tried in order when that model's own `model_max_budget` is exceeded, e.g. {"gpt-4o": ["gpt-4o-mini"]}. @@ -2693,6 +2694,7 @@ async def update_key_fn( - policies: Optional[List[str]] - List of policy names to apply to the key. Policies define guardrails, conditions, and inheritance rules. - disable_global_guardrails: Optional[bool] - Whether to disable global guardrails for the key. - throttle_on_budget_exceeded: Optional[bool] - When the key exceeds its max_budget, throttle its tpm/rpm to the global budget_exceeded_throttle_percentage instead of blocking the key entirely. + - enable_prompt_caching: Optional[bool] - Auto-inject prompt caching breakpoints (Anthropic cache_control markers) on requests made with this key. Anthropic and Bedrock Claude models only. - prompts: Optional[List[str]] - List of prompts that the key is allowed to use. - blocked: Optional[bool] - Whether the key is blocked - aliases: Optional[dict] - Model aliases for the key - [Docs](https://litellm.vercel.app/docs/proxy/virtual_keys#model-aliases) diff --git a/litellm/types/utils.py b/litellm/types/utils.py index 74311d59d8e..d4c26df54d8 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -3467,6 +3467,7 @@ all_litellm_params = ( "caching_groups", "ttl", "cache", + "enable_prompt_caching", "no-log", "base_model", "stream_timeout", diff --git a/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py b/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py index 47baacd61d7..cc43a424419 100644 --- a/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py +++ b/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py @@ -1728,6 +1728,87 @@ class TestEnableAnthropicPromptCaching: assert result_msgs[-1]["content"][-1]["cache_control"] == {"type": "ephemeral"} assert "cache_control" not in result_msgs[0]["content"][-1] + +class TestPerKeyEnablePromptCaching: + """Per-request enable_prompt_caching override (stamped from key metadata) with the global flag off.""" + + MESSAGES: List[AllMessageValues] = [ + {"role": "system", "content": "a long system prompt"}, + {"role": "user", "content": "latest turn"}, + ] + + def _points(self, enable_prompt_caching, model="claude-sonnet-4-5", provider="anthropic", messages=None): + return AnthropicCacheControlHook.get_default_injection_points( + messages=copy.deepcopy(self.MESSAGES) if messages is None else messages, + system=None, + model=model, + custom_llm_provider=provider, + enable_prompt_caching=enable_prompt_caching, + ) + + def test_true_injects_with_global_flag_off(self): + assert litellm.enable_anthropic_prompt_caching is False + assert self._points(True) == [ + {"location": "message", "role": "system", "index": None, "control": {"type": "ephemeral"}}, + {"location": "message", "role": None, "index": -1, "control": {"type": "ephemeral"}}, + ] + + @pytest.mark.parametrize("enable_prompt_caching", [False, None]) + def test_false_and_none_fall_back_to_global_flag(self, enable_prompt_caching): + assert self._points(enable_prompt_caching) == [] + + def test_false_does_not_suppress_global_flag(self, monkeypatch): + monkeypatch.setattr(litellm, "enable_anthropic_prompt_caching", True) + assert [p["index"] for p in self._points(False)] == [None, -1] + + def test_provider_gate_still_applies(self): + assert self._points(True, model="gpt-4o", provider="openai") == [] + + def test_unsupported_model_gate_still_applies(self): + assert self._points(True, model="anthropic.claude-3-5-sonnet-20240620-v1:0", provider="bedrock") == [] + + def test_client_markers_still_win(self): + messages = [ + {"role": "system", "content": [{"type": "text", "text": "s", "cache_control": {"type": "ephemeral"}}]}, + {"role": "user", "content": "latest turn"}, + ] + assert self._points(True, messages=messages) == [] + + def test_seed_injects_with_global_flag_off(self): + params: dict = {} + AnthropicCacheControlHook.maybe_seed_default_injection_points( + non_default_params=params, + messages=copy.deepcopy(self.MESSAGES), + model="claude-sonnet-4-5", + custom_llm_provider="anthropic", + enable_prompt_caching=True, + ) + assert [p["index"] for p in params["cache_control_injection_points"]] == [None, -1] + + def test_v1_messages_injects_and_pops_flag_from_kwargs(self): + kwargs: dict = {"enable_prompt_caching": True} + result_msgs, result_sys = AnthropicCacheControlHook.maybe_inject_cache_control( + [{"role": "user", "content": [{"type": "text", "text": "latest"}]}], + "a system prompt", + kwargs, + model="claude-sonnet-4-5", + custom_llm_provider="anthropic", + ) + assert result_sys == [{"type": "text", "text": "a system prompt", "cache_control": {"type": "ephemeral"}}] + assert result_msgs[-1]["content"][-1]["cache_control"] == {"type": "ephemeral"} + assert "enable_prompt_caching" not in kwargs + + def test_v1_messages_pops_flag_even_when_noop(self): + kwargs: dict = {"enable_prompt_caching": True} + AnthropicCacheControlHook.maybe_inject_cache_control( + [{"role": "user", "content": [{"type": "text", "text": "hi"}]}], + None, + kwargs, + model="gpt-4o", + custom_llm_provider="openai", + ) + assert "enable_prompt_caching" not in kwargs + def test_v1_messages_is_noop_when_disabled(self): messages = [{"role": "user", "content": [{"type": "text", "text": "hi"}]}] result_msgs, result_sys = AnthropicCacheControlHook.maybe_inject_cache_control( diff --git a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py index 4c13a3367d9..0a88f59f677 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py @@ -1733,6 +1733,21 @@ async def test_update_service_account_works_with_team_id(): await prepare_key_update_data(data=data, existing_key_row=existing_key) +@pytest.mark.asyncio +@pytest.mark.parametrize("flag_value", [True, False]) +async def test_update_key_enable_prompt_caching_folds_into_metadata(flag_value): + """Top-level enable_prompt_caching on /key/update lands in key metadata, including flipping back to False.""" + data = UpdateKeyRequest(key="sk-1", enable_prompt_caching=flag_value) + existing_key = LiteLLM_VerificationToken( + token="hashed", metadata={"enable_prompt_caching": not flag_value} + ) + + updated = await prepare_key_update_data(data=data, existing_key_row=existing_key) + + assert updated["metadata"]["enable_prompt_caching"] is flag_value + assert "enable_prompt_caching" not in {k for k in updated if k != "metadata"} + + @pytest.mark.asyncio async def test_update_preserves_service_account_id_when_metadata_replaced(): """ diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py index 293cce5fa5d..e31058f402e 100644 --- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py +++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py @@ -688,6 +688,7 @@ async def test_add_litellm_data_to_request_strips_user_control_fields(): "mock_response": "free response", "mock_tool_calls": [{"id": "call_1"}], "disable_global_guardrails": True, + "enable_prompt_caching": True, "routing_decision": {"cause": "forged", "routed_model": "spoofed"}, "metadata": copy.deepcopy(malicious_metadata), "litellm_metadata": copy.deepcopy(malicious_metadata), @@ -705,6 +706,7 @@ async def test_add_litellm_data_to_request_strips_user_control_fields(): assert "mock_response" not in updated assert "mock_tool_calls" not in updated assert "disable_global_guardrails" not in updated + assert "enable_prompt_caching" not in updated assert "routing_decision" not in updated stripped_keys = { @@ -741,6 +743,42 @@ async def test_add_litellm_data_to_request_strips_user_control_fields(): assert "pillar_response_headers" not in snapshot_body["metadata"] +@pytest.mark.asyncio +@pytest.mark.parametrize( + "key_value, expected", + [(True, True), (False, False), ("yes", None), (None, None)], +) +async def test_key_metadata_enable_prompt_caching_promoted_to_request_root(key_value, expected): + """Key metadata enable_prompt_caching is stamped onto the request root (bools only), even when the client spoofs it.""" + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/v1/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/v1/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = { + "model": "claude-sonnet-4-5", + "messages": [{"role": "user", "content": "hello"}], + "enable_prompt_caching": "spoofed-by-client", + } + key_metadata = {} if key_value is None else {"enable_prompt_caching": key_value} + + updated = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key", metadata=key_metadata), + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + assert updated.get("enable_prompt_caching") == expected + + @pytest.mark.asyncio @pytest.mark.parametrize( "control_field", diff --git a/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx b/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx index 19abae73549..8951a471f84 100644 --- a/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx +++ b/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx @@ -1191,6 +1191,21 @@ const CreateKey: React.FC = ({ team, teams, data, addKey, autoOp > + + Enable Prompt Caching{" "} + + + + + } + name="enable_prompt_caching" + valuePropName="checked" + > + + diff --git a/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx b/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx index 29b32c1f7fc..fb8ab87e45f 100644 --- a/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx @@ -410,6 +410,36 @@ describe("KeyEditView", () => { }); }); + it("should initialize and submit enable_prompt_caching from key metadata", async () => { + const onSubmitMock = vi.fn().mockResolvedValue(undefined); + const keyDataWithPromptCaching = { + ...MOCK_KEY_DATA, + metadata: { ...MOCK_KEY_DATA.metadata, enable_prompt_caching: true }, + }; + + renderWithProviders( + {}} + onSubmit={onSubmitMock} + accessToken={"test-token"} + userID={"test-user"} + userRole={"admin"} + premiumUser={false} + />, + ); + + await waitFor(() => { + expect(screen.getByText("Enable Prompt Caching")).toBeInTheDocument(); + }); + + await userEvent.click(screen.getByRole("button", { name: /save changes/i })); + + await waitFor(() => { + expect(onSubmitMock).toHaveBeenCalledWith(expect.objectContaining({ enable_prompt_caching: true })); + }); + }); + it("should disable models field when management routes are selected", async () => { const keyDataWithManagementRoutes = { ...MOCK_KEY_DATA, diff --git a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx index e407527f562..36dc02f7bd0 100644 --- a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx @@ -150,6 +150,7 @@ export function KeyEditView({ guardrails: keyData.metadata?.guardrails, disable_global_guardrails: keyData.metadata?.disable_global_guardrails || false, throttle_on_budget_exceeded: keyData.metadata?.throttle_on_budget_exceeded || false, + enable_prompt_caching: keyData.metadata?.enable_prompt_caching || false, ...estimateFields(keyData.metadata), prompts: keyData.metadata?.prompts, tags: keyData.metadata?.tags, @@ -178,36 +179,8 @@ export function KeyEditView({ }; useEffect(() => { - form.setFieldsValue({ - ...keyData, - token: keyData.token || keyData.token_id, - budget_duration: canonicalBudgetDuration(keyData.budget_duration), - metadata: formatMetadataForDisplay(stripTagsFromMetadata(keyData.metadata)), - guardrails: keyData.metadata?.guardrails, - disable_global_guardrails: keyData.metadata?.disable_global_guardrails || false, - prompts: keyData.metadata?.prompts, - tags: keyData.metadata?.tags, - vector_stores: keyData.object_permission?.vector_stores || [], - mcp_servers_and_groups: { - servers: keyData.object_permission?.mcp_servers || [], - accessGroups: keyData.object_permission?.mcp_access_groups || [], - toolsets: keyData.object_permission?.mcp_toolsets || [], - }, - mcp_tool_permissions: keyData.object_permission?.mcp_tool_permissions || {}, - throttle_on_budget_exceeded: keyData.metadata?.throttle_on_budget_exceeded || false, - ...estimateFields(keyData.metadata), - logging_settings: extractLoggingSettings(keyData.metadata), - disabled_callbacks: Array.isArray(keyData.metadata?.litellm_disabled_callbacks) - ? mapInternalToDisplayNames(keyData.metadata.litellm_disabled_callbacks) - : [], - access_group_ids: keyData.access_group_ids || [], - auto_rotate: keyData.auto_rotate || false, - ...(keyData.rotation_interval && { rotation_interval: keyData.rotation_interval }), - allowed_routes: - Array.isArray(keyData.allowed_routes) && keyData.allowed_routes.length > 0 - ? keyData.allowed_routes.join(", ") - : "", - }); + form.setFieldsValue(initialValues); + // eslint-disable-next-line react-hooks/exhaustive-deps -- initialValues is rebuilt from keyData every render; depending on it would re-run each render }, [keyData, form]); // Sync auto-rotation state with form values @@ -532,6 +505,21 @@ export function KeyEditView({ + + Enable Prompt Caching{" "} + + + + + } + name="enable_prompt_caching" + valuePropName="checked" + > + + + diff --git a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx index 6a2a4a88425..6fd6547a995 100644 --- a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx @@ -782,6 +782,13 @@ export default function KeyInfoView({ {currentKeyData.expires ? formatTimestamp(currentKeyData.expires) : "Never"}
+ {Boolean(currentKeyData.metadata?.enable_prompt_caching) && ( +
+ Prompt Caching + Enabled (auto-injects cache_control markers on Anthropic and Bedrock Claude requests) +
+ )} + Date: Tue, 11 Aug 2026 12:31:43 -0700 Subject: [PATCH 233/234] fix(ui): stub useIsOrgAdmin in UsageTab tests so useCan needs no QueryClient (#36565) 255d65192e added useCan to UsageTab, whose useIsOrgAdmin leg calls useOrganizations (react-query), so every UsageTab test died with 'No QueryClient set'. Stub the org-admin leg; role gating still flows through the real hasCapability with the varied userRole. --- .../cost-optimization/_components/UsageTab.test.tsx | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx index ad68111bba7..25be956f18b 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/cost-optimization/_components/UsageTab.test.tsx @@ -13,6 +13,12 @@ vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: useAuthorizedMock, })); +// useCan reaches useOrganizations (react-query) through useIsOrgAdmin; stub the +// org-admin leg so role gating flows through hasCapability without a QueryClient +vi.mock("@/app/(dashboard)/hooks/useIsOrgAdmin", () => ({ + default: () => false, +})); + vi.mock("@/components/networking", () => ({ getToolSpend: (...args: unknown[]) => mockGetToolSpend(...args), })); From be71a8fdbf46f0335a8ba71daa0ffb9e39568c02 Mon Sep 17 00:00:00 2001 From: ryan-crabbe-berri Date: Tue, 11 Aug 2026 12:41:11 -0700 Subject: [PATCH 234/234] fix(alerting): dedupe scheduled Slack spend reports across pods (#36489) * fix(alerting): dedupe scheduled Slack spend reports across pods Every pod ran its own weekly/monthly spend report jobs, prometheus fallback stats cron, and daily report loop, so deployments with multiple replicas or uvicorn workers received one copy per pod. Gate each scheduled send behind the shared PodLockManager redis lock. The lock is never released: its TTL (the full reporting window for the weekly interval job, whose per-pod anchors drift by boot time and jitter) doubles as a sent-this-window marker. acquire_lock returning None (no redis wired) proceeds, preserving single-pod behavior. Also generalize the pod lock could-not-acquire log line, which claimed to be about spend tracking for every consumer. Fixes #14809 * fix(alerting): harden spend report locks after adversarial review Weekly lock TTL gets an hour haircut: with ttl equal to the interval, the winner re-fires just before its own key expires, reacquires without a TTL refresh, and the key then lapses in time for a trailing pod to re-send. Job/lock ids move to litellm/constants.py per convention, and spend_report_frequency now rejects non-positive day counts, which previously coerced to an every-second schedule and would now compute a negative lock TTL that silently never sends. Adds the missing test coverage the review flagged: startup_event's pod_lock_manager wiring (identity-asserted), the prometheus closure's positive path, and the ungated immediate prometheus send pinned to exactly one await. * test(alerting): consolidate spend_report_frequency validator coverage Drops a duplicate non-positive-days test and parametrizes the survivor over the suffix half of the validator too * fix(alerting): route the startup prometheus fallback send through the pod lock Greptile caught that the boot-time send still ran once per pod when PROMETHEUS_URL is set, the same duplication class this PR removes * fix(alerting): make report lock acquisition non-reentrant Greptile caught that a pod booting within an hour of the fallback stats cron sent twice: the startup send takes the lock, then the cron fire hits acquire_lock's reacquire branch, which returns True for the holder. Window-marker gates now pass allow_reentrant=False so a live lock blocks everyone including its holder; leader-election consumers keep the reentrant default * test(proxy): give spec'd ProxyLogging mocks a db_spend_update_writer _initialize_slack_alerting_jobs now reads it for the pod lock manager, and spec=ProxyLogging blocks instance-only attributes --- litellm/constants.py | 4 + .../SlackAlerting/slack_alerting.py | 27 +- .../db_transaction_queue/pod_lock_manager.py | 21 +- litellm/proxy/proxy_server.py | 58 +- litellm/proxy/utils.py | 5 +- .../SlackAlerting/test_slack_alerting.py | 170 ++- .../test_pod_lock_manager.py | 35 +- .../proxy/proxy_server/test_lifecycle.py | 184 ++- tests/test_litellm/proxy/test_proxy_server.py | 1241 +++++------------ .../utils/proxy_logging/test_lifecycle.py | 36 + 10 files changed, 807 insertions(+), 974 deletions(-) diff --git a/litellm/constants.py b/litellm/constants.py index 87d6fa1a744..c9d9ff155ff 100644 --- a/litellm/constants.py +++ b/litellm/constants.py @@ -1478,6 +1478,10 @@ CLOUDZERO_MAX_FETCHED_DATA_RECORDS: Final = int(os.getenv("CLOUDZERO_MAX_FETCHED SPEND_LOG_CLEANUP_JOB_NAME: Final = "spend_log_cleanup" KEY_ROTATION_JOB_NAME: Final = "litellm_key_rotation_job" EXPIRED_UI_SESSION_KEY_CLEANUP_JOB_NAME: Final = "litellm_expired_ui_session_key_cleanup_job" +WEEKLY_SPEND_REPORT_JOB_ID: Final = "weekly_spend_report_job" +MONTHLY_SPEND_REPORT_JOB_ID: Final = "monthly_spend_report_job" +PROMETHEUS_FALLBACK_STATS_JOB_ID: Final = "prometheus_fallback_stats_job" +SLACK_DAILY_REPORT_LOCK_ID: Final = "slack_daily_report" SPEND_LOG_RUN_LOOPS: Final = int(os.getenv("SPEND_LOG_RUN_LOOPS", 500)) SPEND_LOG_CLEANUP_BATCH_SIZE: Final = int(os.getenv("SPEND_LOG_CLEANUP_BATCH_SIZE", 1000)) SPEND_LOG_CLEANUP_MAX_CONSECUTIVE_BATCH_FAILURES = int(os.getenv("SPEND_LOG_CLEANUP_MAX_CONSECUTIVE_BATCH_FAILURES", 3)) diff --git a/litellm/integrations/SlackAlerting/slack_alerting.py b/litellm/integrations/SlackAlerting/slack_alerting.py index 7edfb93e581..f3cd937599c 100644 --- a/litellm/integrations/SlackAlerting/slack_alerting.py +++ b/litellm/integrations/SlackAlerting/slack_alerting.py @@ -17,7 +17,7 @@ import litellm.litellm_core_utils.litellm_logging import litellm.types from litellm._logging import verbose_logger, verbose_proxy_logger from litellm.caching.caching import DualCache -from litellm.constants import HOURS_IN_A_DAY +from litellm.constants import HOURS_IN_A_DAY, SLACK_DAILY_REPORT_LOCK_ID from litellm.integrations.custom_batch_logger import CustomBatchLogger from litellm.integrations.SlackAlerting.budget_alert_types import get_budget_alert_type from litellm.integrations.SlackAlerting.hanging_request_check import ( @@ -51,6 +51,7 @@ from .batching_handler import send_to_webhook, squash_payloads from .utils import process_slack_alerting_variables if TYPE_CHECKING: + from litellm.proxy.db.db_transaction_queue.pod_lock_manager import PodLockManager from litellm.router import Router as _Router Router = _Router @@ -1576,7 +1577,11 @@ Model Info: except Exception: pass - async def _run_scheduler_helper(self, llm_router) -> bool: + async def _run_scheduler_helper( + self, + llm_router, + pod_lock_manager: "PodLockManager | None" = None, + ) -> bool: """ Returns: - True -> report sent @@ -1601,6 +1606,16 @@ Model Info: interval_seconds: Final = self.alerting_args.daily_report_frequency if current_time - report_sent >= interval_seconds: + if ( + pod_lock_manager is not None + and ( + await pod_lock_manager.acquire_lock( + cronjob_id=SLACK_DAILY_REPORT_LOCK_ID, ttl=interval_seconds, allow_reentrant=False + ) + ) + is False + ): + return False # Sneak in the reporting logic here await self.send_daily_reports(router=llm_router) # Also, don't forget to update the report_sent time after sending the report! @@ -1612,7 +1627,11 @@ Model Info: return report_sent_bool - async def _run_scheduled_daily_report(self, llm_router: Any | None = None): + async def _run_scheduled_daily_report( + self, + llm_router: Any | None = None, + pod_lock_manager: "PodLockManager | None" = None, + ): """ If 'daily_reports' enabled @@ -1625,7 +1644,7 @@ Model Info: if "daily_reports" in self.alert_types: while True: - await self._run_scheduler_helper(llm_router=llm_router) + await self._run_scheduler_helper(llm_router=llm_router, pod_lock_manager=pod_lock_manager) interval = random.randint( self.alerting_args.report_check_interval - 3, self.alerting_args.report_check_interval + 3, diff --git a/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py b/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py index c74cb412c68..4be1331e955 100644 --- a/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py +++ b/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py @@ -43,6 +43,7 @@ end self, cronjob_id: str, ttl: int | None = None, + allow_reentrant: bool = True, ) -> bool | None: """ Attempt to acquire the lock for a specific cron job using Redis. @@ -53,6 +54,10 @@ end ttl: Optional custom TTL in seconds. Defaults to DEFAULT_CRON_JOB_LOCK_TTL_SECONDS. Use a longer TTL for jobs that may take longer than the default 60s (e.g. key rotation with many keys). + allow_reentrant: With the default True, a pod that already holds the lock + acquires it again (leader election semantics). Pass False when the live + lock marks work as already done for this window, so not even the holder + may redo it before the TTL expires. """ if self.redis_cache is None: verbose_proxy_logger.debug("redis_cache is None, skipping acquire_lock") @@ -88,7 +93,7 @@ end if current_value is not None: if isinstance(current_value, bytes): current_value = current_value.decode("utf-8") - if current_value == self.pod_id: + if current_value == self.pod_id and allow_reentrant: verbose_proxy_logger.info( "Pod %s already holds the Redis lock for cronjob_id=%s", self.pod_id, @@ -96,14 +101,12 @@ end ) self._emit_acquired_lock_event(cronjob_id, self.pod_id) return True - else: - verbose_proxy_logger.info( - "Spend tracking - pod %s could not acquire lock for cronjob_id=%s, " - "held by pod %s. Spend updates in Redis will wait for the leader pod to commit.", - self.pod_id, - cronjob_id, - current_value, - ) + verbose_proxy_logger.info( + "Pod %s could not acquire lock for cronjob_id=%s, held by pod %s.", + self.pod_id, + cronjob_id, + current_value, + ) return False except Exception as e: verbose_proxy_logger.error("Error acquiring Redis lock for %s: %s", cronjob_id, e) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index f79819c76d3..19030d50110 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -233,6 +233,8 @@ from litellm.constants import ( GLOBAL_PROXY_SPEND_CACHE_KEY, LITELLM_PROXY_ADMIN_NAME, LITELLM_PROXY_BUDGET_NAME, + MONTHLY_SPEND_REPORT_JOB_ID, + PROMETHEUS_FALLBACK_STATS_JOB_ID, PROMETHEUS_FALLBACK_STATS_SEND_TIME_HOURS, PROXY_BATCH_POLLING_ENABLED, PROXY_BATCH_POLLING_INTERVAL, @@ -240,6 +242,7 @@ from litellm.constants import ( PROXY_BUDGET_RESCHEDULER_MAX_TIME, PROXY_BUDGET_RESCHEDULER_MIN_TIME, PROXY_CONFIG_RELOAD_INTERVAL_SECONDS, + WEEKLY_SPEND_REPORT_JOB_ID, ) from litellm.exceptions import RejectedRequestError from litellm.integrations.custom_guardrail import ModifyResponseException @@ -9043,41 +9046,76 @@ class ProxyStartupEvent: spend_report_frequency: Final[str] = general_settings.get("spend_report_frequency", "7d") or "7d" days: Final = int(spend_report_frequency[:-1]) - if spend_report_frequency[-1].lower() != "d": - raise ValueError("spend_report_frequency must be specified in days, e.g., '1d', '7d'") + if spend_report_frequency[-1].lower() != "d" or days <= 0: + raise ValueError("spend_report_frequency must be a positive number of days, e.g., '1d', '7d'") + + pod_lock_manager: Final = proxy_logging_obj.db_spend_update_writer.pod_lock_manager + weekly_lock_ttl: Final = duration_in_seconds(spend_report_frequency) - 3600 + + async def _scheduled_weekly_spend_report() -> None: + # TTL spans the whole reporting window: each pod's interval anchor is its own + # boot time + jitter, so a shorter lock would let a later pod re-send the report. + # Minus an hour so the next window's first firer finds a free key + if ( + await pod_lock_manager.acquire_lock( + cronjob_id=WEEKLY_SPEND_REPORT_JOB_ID, ttl=weekly_lock_ttl, allow_reentrant=False + ) + is False + ): + return + await proxy_logging_obj.slack_alerting_instance.send_weekly_spend_report(spend_report_frequency) + + async def _scheduled_monthly_spend_report() -> None: + if ( + await pod_lock_manager.acquire_lock( + cronjob_id=MONTHLY_SPEND_REPORT_JOB_ID, ttl=3600, allow_reentrant=False + ) + is False + ): + return + await proxy_logging_obj.slack_alerting_instance.send_monthly_spend_report() scheduler.add_job( - proxy_logging_obj.slack_alerting_instance.send_weekly_spend_report, + _scheduled_weekly_spend_report, "interval", days=days, next_run_time=datetime.now() + timedelta(seconds=10 + random.randint(0, 300)), - args=[spend_report_frequency], - id="weekly_spend_report_job", + id=WEEKLY_SPEND_REPORT_JOB_ID, replace_existing=True, misfire_grace_time=APSCHEDULER_MISFIRE_GRACE_TIME, ) scheduler.add_job( - proxy_logging_obj.slack_alerting_instance.send_monthly_spend_report, + _scheduled_monthly_spend_report, "cron", day=1, - id="monthly_spend_report_job", + id=MONTHLY_SPEND_REPORT_JOB_ID, replace_existing=True, ) if os.getenv("PROMETHEUS_URL"): from zoneinfo import ZoneInfo + async def _scheduled_fallback_stats() -> None: + if ( + await pod_lock_manager.acquire_lock( + cronjob_id=PROMETHEUS_FALLBACK_STATS_JOB_ID, ttl=3600, allow_reentrant=False + ) + is False + ): + return + await proxy_logging_obj.slack_alerting_instance.send_fallback_stats_from_prometheus() + scheduler.add_job( - proxy_logging_obj.slack_alerting_instance.send_fallback_stats_from_prometheus, + _scheduled_fallback_stats, "cron", hour=PROMETHEUS_FALLBACK_STATS_SEND_TIME_HOURS, minute=0, timezone=ZoneInfo("America/Los_Angeles"), - id="prometheus_fallback_stats_job", + id=PROMETHEUS_FALLBACK_STATS_JOB_ID, replace_existing=True, ) - await proxy_logging_obj.slack_alerting_instance.send_fallback_stats_from_prometheus() + await _scheduled_fallback_stats() @classmethod async def _setup_prisma_client( diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index b5972935806..9653106f7e0 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -468,7 +468,10 @@ class ProxyLogging: and not self.daily_report_started ): asyncio.create_task( - self.slack_alerting_instance._run_scheduled_daily_report(llm_router=llm_router) + self.slack_alerting_instance._run_scheduled_daily_report( + llm_router=llm_router, + pod_lock_manager=self.db_spend_update_writer.pod_lock_manager, + ) ) # RUN DAILY REPORT (if scheduled) self.daily_report_started = True diff --git a/tests/test_litellm/integrations/SlackAlerting/test_slack_alerting.py b/tests/test_litellm/integrations/SlackAlerting/test_slack_alerting.py index 1ea4795207d..23a35098697 100644 --- a/tests/test_litellm/integrations/SlackAlerting/test_slack_alerting.py +++ b/tests/test_litellm/integrations/SlackAlerting/test_slack_alerting.py @@ -1,17 +1,21 @@ +import asyncio import datetime import json import os import sys +import time import unittest -from typing import List, Optional, Tuple +from typing import Final, List, Optional, Tuple from unittest.mock import ANY, AsyncMock, MagicMock, Mock, patch -sys.path.insert( - 0, os.path.abspath("../../..") -) # Adds the parent directory to the system-path +import pytest + +sys.path.insert(0, os.path.abspath("../../..")) # Adds the parent directory to the system-path import litellm +from litellm.caching.caching import DualCache from litellm.integrations.SlackAlerting.slack_alerting import SlackAlerting from litellm.proxy._types import CallInfo, Litellm_EntityType +from litellm.types.integrations.slack_alerting import SlackAlertingCacheKeys class TestSlackAlerting(unittest.TestCase): @@ -20,37 +24,27 @@ class TestSlackAlerting(unittest.TestCase): def test_get_percent_of_max_budget_left(self): # Test case 1: When max_budget is None - user_info = CallInfo( - max_budget=None, spend=50.0, event_group=Litellm_EntityType.KEY - ) + user_info = CallInfo(max_budget=None, spend=50.0, event_group=Litellm_EntityType.KEY) result = self.slack_alerting._get_percent_of_max_budget_left(user_info) self.assertEqual(result, 0.0) # Test case 2: When max_budget is 0 - user_info = CallInfo( - max_budget=0.0, spend=50.0, event_group=Litellm_EntityType.KEY - ) + user_info = CallInfo(max_budget=0.0, spend=50.0, event_group=Litellm_EntityType.KEY) result = self.slack_alerting._get_percent_of_max_budget_left(user_info) self.assertEqual(result, 0.0) # Test case 3: When spend is less than max_budget - user_info = CallInfo( - max_budget=100.0, spend=75.0, event_group=Litellm_EntityType.KEY - ) + user_info = CallInfo(max_budget=100.0, spend=75.0, event_group=Litellm_EntityType.KEY) result = self.slack_alerting._get_percent_of_max_budget_left(user_info) self.assertEqual(result, 0.25) # Test case 4: When spend equals max_budget - user_info = CallInfo( - max_budget=100.0, spend=100.0, event_group=Litellm_EntityType.KEY - ) + user_info = CallInfo(max_budget=100.0, spend=100.0, event_group=Litellm_EntityType.KEY) result = self.slack_alerting._get_percent_of_max_budget_left(user_info) self.assertEqual(result, 0.0) # Test case 5: When spend exceeds max_budget - user_info = CallInfo( - max_budget=100.0, spend=120.0, event_group=Litellm_EntityType.KEY - ) + user_info = CallInfo(max_budget=100.0, spend=120.0, event_group=Litellm_EntityType.KEY) result = self.slack_alerting._get_percent_of_max_budget_left(user_info) self.assertEqual(result, -0.2) @@ -189,7 +183,9 @@ class TestSlackAlerting(unittest.TestCase): # Test the specific formatting logic we're interested in alert_type_formatted = f"Alert type: `{alert_type.name}`\n" - formatted_message = f"{alert_type_formatted}\n Level: `{level}`\nTimestamp: `{current_time}`\n\nMessage: {message}" + formatted_message = ( + f"{alert_type_formatted}\n Level: `{level}`\nTimestamp: `{current_time}`\n\nMessage: {message}" + ) # Verify alert_type is in the formatted message as expected self.assertIn("Alert type: `llm_exceptions`", formatted_message) @@ -214,9 +210,7 @@ class TestSlackAlerting(unittest.TestCase): json.dumps(outage_value) # Verify the specific error message - self.assertIn( - "Object of type set is not JSON serializable", str(context.exception) - ) + self.assertIn("Object of type set is not JSON serializable", str(context.exception)) def test_fixed_redis_serialization(self): """Test that our fix resolves the Redis serialization error.""" @@ -245,3 +239,133 @@ class TestSlackAlerting(unittest.TestCase): ) self.assertEqual(parsed_data["alerts"], [408]) self.assertEqual(parsed_data["provider_region_id"], "vertex_aius-east1") + + +_REPORT_SENT_KEY: Final = SlackAlertingCacheKeys.report_sent_key.value +_DAILY_REPORT_FREQUENCY: Final = 900 + + +async def _slack_alerting_with_due_daily_report() -> SlackAlerting: + slack_alerting: Final = SlackAlerting( + internal_usage_cache=DualCache(), + alerting_args={"daily_report_frequency": _DAILY_REPORT_FREQUENCY}, + ) + await slack_alerting.internal_usage_cache.async_set_cache( + key=_REPORT_SENT_KEY, + value=time.time() - _DAILY_REPORT_FREQUENCY - 1, + ) + slack_alerting.send_daily_reports = AsyncMock() + return slack_alerting + + +async def _read_report_sent(slack_alerting: SlackAlerting) -> float: + return await slack_alerting.internal_usage_cache.async_get_cache( + key=_REPORT_SENT_KEY, + parent_otel_span=None, + ) + + +@pytest.mark.asyncio +async def test_daily_report_skipped_when_another_pod_holds_the_lock(): + """regression: issue #14809 - every pod sent its own copy of the daily report. + + The losing pod must also leave report_sent untouched so the winner's window still counts. + """ + slack_alerting: Final = await _slack_alerting_with_due_daily_report() + report_sent_before: Final = await _read_report_sent(slack_alerting) + pod_lock_manager: Final = AsyncMock() + pod_lock_manager.acquire_lock.return_value = False + + result: Final = await slack_alerting._run_scheduler_helper( + llm_router=MagicMock(), + pod_lock_manager=pod_lock_manager, + ) + + assert result is False + slack_alerting.send_daily_reports.assert_not_awaited() + assert await _read_report_sent(slack_alerting) == report_sent_before + pod_lock_manager.acquire_lock.assert_awaited_once_with( + cronjob_id="slack_daily_report", + ttl=_DAILY_REPORT_FREQUENCY, + allow_reentrant=False, + ) + + +@pytest.mark.asyncio +async def test_daily_report_sent_by_the_pod_that_wins_the_lock(): + slack_alerting: Final = await _slack_alerting_with_due_daily_report() + report_sent_before: Final = await _read_report_sent(slack_alerting) + llm_router: Final = MagicMock() + pod_lock_manager: Final = AsyncMock() + pod_lock_manager.acquire_lock.return_value = True + + result: Final = await slack_alerting._run_scheduler_helper( + llm_router=llm_router, + pod_lock_manager=pod_lock_manager, + ) + + assert result is True + slack_alerting.send_daily_reports.assert_awaited_once_with(router=llm_router) + assert await _read_report_sent(slack_alerting) > report_sent_before + pod_lock_manager.acquire_lock.assert_awaited_once_with( + cronjob_id="slack_daily_report", + ttl=_DAILY_REPORT_FREQUENCY, + allow_reentrant=False, + ) + + +@pytest.mark.parametrize("lock_state", ["no_pod_lock_manager", "no_redis_configured"]) +@pytest.mark.asyncio +async def test_daily_report_still_sent_without_a_working_lock(lock_state: str): + """Single-pod parity: a missing lock manager, or one whose acquire_lock returns None + because redis isn't configured, must not suppress the report.""" + slack_alerting: Final = await _slack_alerting_with_due_daily_report() + report_sent_before: Final = await _read_report_sent(slack_alerting) + llm_router: Final = MagicMock() + pod_lock_manager: Final = ( + None if lock_state == "no_pod_lock_manager" else AsyncMock(acquire_lock=AsyncMock(return_value=None)) + ) + + result: Final = await slack_alerting._run_scheduler_helper( + llm_router=llm_router, + pod_lock_manager=pod_lock_manager, + ) + + assert result is True + slack_alerting.send_daily_reports.assert_awaited_once_with(router=llm_router) + assert await _read_report_sent(slack_alerting) > report_sent_before + + +@pytest.mark.asyncio +async def test_daily_report_lock_not_attempted_before_the_interval_elapses(): + """The lock is a per-window marker, so a pod must not burn it on a check that isn't due yet.""" + slack_alerting: Final = await _slack_alerting_with_due_daily_report() + await slack_alerting.internal_usage_cache.async_set_cache(key=_REPORT_SENT_KEY, value=time.time()) + pod_lock_manager: Final = AsyncMock() + pod_lock_manager.acquire_lock.return_value = True + + result: Final = await slack_alerting._run_scheduler_helper( + llm_router=MagicMock(), + pod_lock_manager=pod_lock_manager, + ) + + assert result is False + pod_lock_manager.acquire_lock.assert_not_awaited() + slack_alerting.send_daily_reports.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_scheduled_daily_report_threads_the_pod_lock_manager_through(): + """The loop in _run_scheduled_daily_report is where the lock manager reaches the gate.""" + slack_alerting: Final = SlackAlerting(alert_types=["daily_reports"]) + pod_lock_manager: Final = AsyncMock() + slack_alerting._run_scheduler_helper = AsyncMock(side_effect=asyncio.CancelledError) + + with pytest.raises(asyncio.CancelledError): + await slack_alerting._run_scheduled_daily_report( + llm_router=MagicMock(), + pod_lock_manager=pod_lock_manager, + ) + + _, kwargs = slack_alerting._run_scheduler_helper.await_args + assert kwargs["pod_lock_manager"] is pod_lock_manager diff --git a/tests/test_litellm/proxy/db/db_transaction_queue/test_pod_lock_manager.py b/tests/test_litellm/proxy/db/db_transaction_queue/test_pod_lock_manager.py index f2745052faa..7a1ab60c547 100644 --- a/tests/test_litellm/proxy/db/db_transaction_queue/test_pod_lock_manager.py +++ b/tests/test_litellm/proxy/db/db_transaction_queue/test_pod_lock_manager.py @@ -7,9 +7,7 @@ from unittest.mock import AsyncMock, MagicMock, patch import pytest from fastapi.testclient import TestClient -sys.path.insert( - 0, os.path.abspath("../../..") -) # Adds the parent directory to the system path +sys.path.insert(0, os.path.abspath("../../..")) # Adds the parent directory to the system path from litellm.constants import DEFAULT_CRON_JOB_LOCK_TTL_SECONDS from litellm.proxy.db.db_transaction_queue.pod_lock_manager import PodLockManager @@ -310,9 +308,7 @@ async def test_lock_takeover_race_condition(mock_redis): @pytest.mark.asyncio -async def test_release_lock_uses_atomic_compare_delete_script_when_available( - pod_lock_manager, mock_redis -): +async def test_release_lock_uses_atomic_compare_delete_script_when_available(pod_lock_manager, mock_redis): """ Test that release_lock prefers atomic compare-and-delete Lua script when redis cache exposes script registration. @@ -323,12 +319,8 @@ async def test_release_lock_uses_atomic_compare_delete_script_when_available( await pod_lock_manager.release_lock(cronjob_id="test_job") lock_key = pod_lock_manager.get_redis_lock_key(cronjob_id="test_job") - mock_redis.async_register_script.assert_called_once_with( - PodLockManager._COMPARE_AND_DELETE_LOCK_SCRIPT - ) - script_callable.assert_called_once_with( - keys=[lock_key], args=[json.dumps(pod_lock_manager.pod_id)] - ) + mock_redis.async_register_script.assert_called_once_with(PodLockManager._COMPARE_AND_DELETE_LOCK_SCRIPT) + script_callable.assert_called_once_with(keys=[lock_key], args=[json.dumps(pod_lock_manager.pod_id)]) mock_redis.async_get_cache.assert_not_called() mock_redis.async_delete_cache.assert_not_called() @@ -359,9 +351,7 @@ async def test_release_lock_lua_path_emits_released_event(pod_lock_manager, mock with patch.object(pod_lock_manager, "_emit_released_lock_event") as mock_emit: await pod_lock_manager.release_lock(cronjob_id="test_job") - mock_emit.assert_called_once_with( - cronjob_id="test_job", pod_id=pod_lock_manager.pod_id - ) + mock_emit.assert_called_once_with(cronjob_id="test_job", pod_id=pod_lock_manager.pod_id) class FakeRedisLockStore: @@ -437,9 +427,7 @@ async def test_release_lock_preserves_lock_held_by_other_pod(): @pytest.mark.asyncio -async def test_release_lock_falls_back_to_get_del_when_lua_execution_fails( - pod_lock_manager, mock_redis -): +async def test_release_lock_falls_back_to_get_del_when_lua_execution_fails(pod_lock_manager, mock_redis): """ Test that release_lock falls back to GET+DEL when Lua script execution raises (e.g. Redis restart cleared loaded scripts). @@ -457,3 +445,14 @@ async def test_release_lock_falls_back_to_get_del_when_lua_execution_fails( mock_redis.async_delete_cache.assert_called_once_with(lock_key) # Cached script handle should be reset so next call re-registers assert pod_lock_manager._release_lock_script is None + + +@pytest.mark.asyncio +async def test_acquire_lock_own_lock_not_reentrant(pod_lock_manager, mock_redis): + """With allow_reentrant=False a live lock means the window's work is done, so even + the holder gets False; the default stays reentrant for leader-election callers.""" + mock_redis.async_set_cache.return_value = False + mock_redis.async_get_cache.return_value = pod_lock_manager.pod_id + + assert await pod_lock_manager.acquire_lock(cronjob_id="test_job", allow_reentrant=False) is False + assert await pod_lock_manager.acquire_lock(cronjob_id="test_job") is True diff --git a/tests/test_litellm/proxy/proxy_server/test_lifecycle.py b/tests/test_litellm/proxy/proxy_server/test_lifecycle.py index 6ac1e15e7b5..40ca7e3a64e 100644 --- a/tests/test_litellm/proxy/proxy_server/test_lifecycle.py +++ b/tests/test_litellm/proxy/proxy_server/test_lifecycle.py @@ -22,6 +22,7 @@ import inspect import json import logging import os +from collections.abc import Awaitable, Callable from typing import List, Optional, Union from unittest.mock import AsyncMock, MagicMock, patch @@ -397,9 +398,7 @@ def test__redact_worker_config_for_logging_masks_nested_secret_fields(): "database_url": nested_db_url, "database_extra_connection_params": {"password": nested_extra_pw}, "alert_to_webhook_url": {"budget_alerts": nested_webhook}, - "pass_through_endpoints": [ - {"path": "/up", "headers": {"Authorization": nested_bearer}} - ], + "pass_through_endpoints": [{"path": "/up", "headers": {"Authorization": nested_bearer}}], } } } @@ -451,16 +450,13 @@ def test_load_from_azure_key_vault_disabled_no_side_effect(monkeypatch): import litellm sentinel_secret_mgr = object() - monkeypatch.setattr( - litellm, "secret_manager_client", sentinel_secret_mgr, raising=False - ) + monkeypatch.setattr(litellm, "secret_manager_client", sentinel_secret_mgr, raising=False) result = load_from_azure_key_vault(use_azure_key_vault=False) observed = { "return_value": result, - "secret_manager_unchanged": litellm.secret_manager_client - is sentinel_secret_mgr, + "secret_manager_unchanged": litellm.secret_manager_client is sentinel_secret_mgr, "called_with": False, } assert normalize(observed) == { @@ -614,9 +610,7 @@ def test_get_litellm_model_info_uses_base_model_for_lookup(monkeypatch): observed = { "called_arg": ( - fake_get.call_args.args[0] - if fake_get.call_args.args - else fake_get.call_args.kwargs.get("model") + fake_get.call_args.args[0] if fake_get.call_args.args else fake_get.call_args.kwargs.get("model") ), "returned_max_tokens": result.get("max_tokens"), "returned_cost": result.get("input_cost_per_token"), @@ -663,9 +657,7 @@ def test_run_ollama_serve_invokes_subprocess_popen(monkeypatch): def test_run_ollama_serve_popen_failure_is_swallowed(monkeypatch): """Popen raising OSError must NOT propagate — function logs and returns.""" - monkeypatch.setattr( - ps.subprocess, "Popen", MagicMock(side_effect=OSError("no ollama binary")) - ) + monkeypatch.setattr(ps.subprocess, "Popen", MagicMock(side_effect=OSError("no ollama binary"))) result = run_ollama_serve() assert result is None @@ -685,8 +677,7 @@ async def test_proxy_startup_event_is_async_context_manager_with_expected_signat observed = { "param_count": len(sig.parameters), "has_app_param": "app" in sig.parameters, - "wrapped_is_async": inspect.iscoroutinefunction(wrapped) - or inspect.isasyncgenfunction(wrapped), + "wrapped_is_async": inspect.iscoroutinefunction(wrapped) or inspect.isasyncgenfunction(wrapped), "has_asynccontextmanager_wrapper": wrapped is not None, } assert normalize(observed) == { @@ -777,3 +768,164 @@ def test_proxy_startup_event_warns_for_global_budget_without_database(): assert budget_check_pos < warn_pos < next_startup_section_pos, ( "DB-less budget warning must run after Prisma setup and the DB-backed budget block" ) + + +# --------------------------------------------------------------------------- +# _initialize_slack_alerting_jobs — spend-report pod locking (issue #14809) +# --------------------------------------------------------------------------- + +SlackAlertingJobs = dict[str, Callable[[], Awaitable[None]]] + + +def _make_slack_alerting_proxy_logging(acquire_lock_result: bool | None) -> MagicMock: + proxy_logging_obj = MagicMock() + proxy_logging_obj.slack_alerting_instance.alerting = ["slack"] + proxy_logging_obj.slack_alerting_instance.send_weekly_spend_report = AsyncMock() + proxy_logging_obj.slack_alerting_instance.send_monthly_spend_report = AsyncMock() + proxy_logging_obj.slack_alerting_instance.send_fallback_stats_from_prometheus = AsyncMock() + pod_lock_manager = proxy_logging_obj.db_spend_update_writer.pod_lock_manager + pod_lock_manager.acquire_lock = AsyncMock(return_value=acquire_lock_result) + pod_lock_manager.release_lock = AsyncMock() + return proxy_logging_obj + + +async def _init_slack_alerting_jobs( + acquire_lock_result: bool | None, + spend_report_frequency: str = "7d", +) -> tuple[SlackAlertingJobs, MagicMock]: + scheduler = MagicMock() + proxy_logging_obj = _make_slack_alerting_proxy_logging(acquire_lock_result) + + await ProxyStartupEvent._initialize_slack_alerting_jobs( + scheduler=scheduler, + general_settings={"spend_report_frequency": spend_report_frequency}, + proxy_logging_obj=proxy_logging_obj, + prisma_client=MagicMock(), + ) + + jobs = {call.kwargs["id"]: call.args[0] for call in scheduler.add_job.call_args_list} + return jobs, proxy_logging_obj + + +@pytest.mark.parametrize("spend_report_frequency", ["0d", "-1d", "7h"]) +@pytest.mark.asyncio +async def test_initialize_slack_alerting_jobs_invalid_frequency_raises(spend_report_frequency: str): + """A non-positive window used to become an every-second APScheduler interval, and now also + computes a negative lock TTL that expires instantly and suppresses the report for good. + match= is load-bearing: drop the guard and "-1d" still raises, but from duration_in_seconds.""" + with pytest.raises(ValueError, match="positive number of days"): + await _init_slack_alerting_jobs( + acquire_lock_result=True, + spend_report_frequency=spend_report_frequency, + ) + + +@pytest.mark.asyncio +async def test_weekly_spend_report_skipped_when_another_pod_holds_the_lock(): + """regression: issue #14809 - every pod ran its own weekly spend report job.""" + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=False) + + await jobs["weekly_spend_report_job"]() + + proxy_logging_obj.slack_alerting_instance.send_weekly_spend_report.assert_not_awaited() + proxy_logging_obj.db_spend_update_writer.pod_lock_manager.acquire_lock.assert_awaited_once_with( + cronjob_id="weekly_spend_report_job", + ttl=7 * 86400 - 3600, + allow_reentrant=False, + ) + + +@pytest.mark.parametrize("acquire_lock_result", [True, None]) +@pytest.mark.asyncio +async def test_weekly_spend_report_sent_when_the_lock_is_free_or_absent(acquire_lock_result): + """None means redis isn't configured; a single-pod deploy must still report.""" + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=acquire_lock_result) + + await jobs["weekly_spend_report_job"]() + + proxy_logging_obj.slack_alerting_instance.send_weekly_spend_report.assert_awaited_once_with("7d") + + +@pytest.mark.asyncio +async def test_weekly_spend_report_lock_ttl_tracks_the_configured_window(): + """TTL is the window less an hour: long enough that no second pod re-sends inside the + window, short enough that the lock is gone before the next one opens. A fixed TTL would + break one end or the other as soon as spend_report_frequency changes.""" + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=True, spend_report_frequency="1d") + + await jobs["weekly_spend_report_job"]() + + proxy_logging_obj.db_spend_update_writer.pod_lock_manager.acquire_lock.assert_awaited_once_with( + cronjob_id="weekly_spend_report_job", + ttl=86400 - 3600, + allow_reentrant=False, + ) + proxy_logging_obj.slack_alerting_instance.send_weekly_spend_report.assert_awaited_once_with("1d") + + +@pytest.mark.asyncio +async def test_monthly_spend_report_skipped_when_another_pod_holds_the_lock(): + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=False) + + await jobs["monthly_spend_report_job"]() + + proxy_logging_obj.slack_alerting_instance.send_monthly_spend_report.assert_not_awaited() + proxy_logging_obj.db_spend_update_writer.pod_lock_manager.acquire_lock.assert_awaited_once_with( + cronjob_id="monthly_spend_report_job", + ttl=3600, + allow_reentrant=False, + ) + + +@pytest.mark.parametrize("acquire_lock_result", [True, None]) +@pytest.mark.asyncio +async def test_monthly_spend_report_sent_when_the_lock_is_free_or_absent(acquire_lock_result): + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=acquire_lock_result) + + await jobs["monthly_spend_report_job"]() + + proxy_logging_obj.slack_alerting_instance.send_monthly_spend_report.assert_awaited_once_with() + + +@pytest.mark.asyncio +async def test_spend_report_locks_are_never_released(): + """The lock is a per-window marker, not a mutex: releasing it lets the next pod re-send.""" + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=True) + + await jobs["weekly_spend_report_job"]() + await jobs["monthly_spend_report_job"]() + + proxy_logging_obj.db_spend_update_writer.pod_lock_manager.release_lock.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_prometheus_fallback_stats_job_skipped_when_another_pod_holds_the_lock(monkeypatch): + """The boot-time send goes through the same gate, so a losing pod sends nothing at all: + startup and the scheduled job both stay at zero.""" + monkeypatch.setenv("PROMETHEUS_URL", "http://prometheus.invalid") + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=False) + send_fallback_stats = proxy_logging_obj.slack_alerting_instance.send_fallback_stats_from_prometheus + assert send_fallback_stats.await_count == 0 + + await jobs["prometheus_fallback_stats_job"]() + + assert send_fallback_stats.await_count == 0 + proxy_logging_obj.db_spend_update_writer.pod_lock_manager.acquire_lock.assert_awaited_with( + cronjob_id="prometheus_fallback_stats_job", + ttl=3600, + allow_reentrant=False, + ) + assert proxy_logging_obj.db_spend_update_writer.pod_lock_manager.acquire_lock.await_count == 2 + + +@pytest.mark.parametrize("acquire_lock_result", [True, None]) +@pytest.mark.asyncio +async def test_prometheus_fallback_stats_job_runs_when_the_lock_is_free_or_absent(monkeypatch, acquire_lock_result): + monkeypatch.setenv("PROMETHEUS_URL", "http://prometheus.invalid") + jobs, proxy_logging_obj = await _init_slack_alerting_jobs(acquire_lock_result=acquire_lock_result) + send_fallback_stats = proxy_logging_obj.slack_alerting_instance.send_fallback_stats_from_prometheus + assert send_fallback_stats.await_count == 1 + + await jobs["prometheus_fallback_stats_job"]() + + assert send_fallback_stats.await_count == 2 diff --git a/tests/test_litellm/proxy/test_proxy_server.py b/tests/test_litellm/proxy/test_proxy_server.py index d9ac45c0531..3acb9fcafd3 100644 --- a/tests/test_litellm/proxy/test_proxy_server.py +++ b/tests/test_litellm/proxy/test_proxy_server.py @@ -19,9 +19,7 @@ from fastapi import FastAPI from fastapi.staticfiles import StaticFiles from fastapi.testclient import TestClient -sys.path.insert( - 0, os.path.abspath("../../..") -) # Adds the parent directory to the system-path +sys.path.insert(0, os.path.abspath("../../..")) # Adds the parent directory to the system-path import litellm import litellm.proxy.proxy_server as proxy_server_module @@ -179,9 +177,7 @@ def test_login_v2_returns_json_on_http_exception(monkeypatch): from fastapi import HTTPException mock_prisma_client = MagicMock() - mock_authenticate_user = AsyncMock( - side_effect=HTTPException(status_code=401, detail="Unauthorized") - ) + mock_authenticate_user = AsyncMock(side_effect=HTTPException(status_code=401, detail="Unauthorized")) monkeypatch.setattr( "litellm.proxy.auth.login_utils.authenticate_user", @@ -477,9 +473,7 @@ def test_fallback_login_has_no_deprecation_banner(client_no_auth): "relative/path/logo.png", ], ) -def test_get_logo_url_does_not_disclose_local_paths( - client_no_auth, monkeypatch, ui_logo_path -): +def test_get_logo_url_does_not_disclose_local_paths(client_no_auth, monkeypatch, ui_logo_path): # ``/get_logo_url`` is unauthenticated. Returning a local filesystem # path verbatim discloses admin-only config to any caller. Only # browser-loadable HTTP(S) URLs should be returned; for local paths @@ -579,9 +573,7 @@ def test_restructure_ui_html_files_handles_nested_routes(tmp_path): assert not (ui_root / "home.html").exists() assert (ui_root / "home" / "index.html").read_text() == "home" assert not (ui_root / "mcp" / "oauth" / "callback.html").exists() - assert ( - ui_root / "mcp" / "oauth" / "callback" / "index.html" - ).read_text() == "callback" + assert (ui_root / "mcp" / "oauth" / "callback" / "index.html").read_text() == "callback" assert (ui_root / "existing" / "index.html").read_text() == "keep" assert (ui_root / "_next" / "ignore.html").read_text() == "asset" assert (ui_root / "litellm-asset-prefix" / "ignore.html").read_text() == "asset" @@ -626,9 +618,7 @@ def test_admin_ui_export_serves_nested_extensionless_routes(): and "_next" not in path.parts and "litellm-asset-prefix" not in path.parts ] - assert not nested_html_offenders, ( - "Nested routes must be named index.html. Offenders: " f"{nested_html_offenders}" - ) + assert not nested_html_offenders, f"Nested routes must be named index.html. Offenders: {nested_html_offenders}" callback_index = out_dir / "mcp" / "oauth" / "callback" / "index.html" assert callback_index.is_file(), ( @@ -645,9 +635,7 @@ def test_admin_ui_export_serves_nested_extensionless_routes(): follow_redirects=False, ) assert redirect.status_code == 307 - assert redirect.headers["location"].endswith( - "/ui/mcp/oauth/callback/?code=abc&state=xyz" - ) + assert redirect.headers["location"].endswith("/ui/mcp/oauth/callback/?code=abc&state=xyz") landed = client.get("/ui/mcp/oauth/callback?code=abc&state=xyz") assert landed.status_code == 200 @@ -712,6 +700,7 @@ async def test_initialize_scheduled_jobs_credentials(monkeypatch): mock_prisma_client = MagicMock() mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() with ( @@ -750,9 +739,7 @@ async def test_initialize_scheduled_jobs_credentials(monkeypatch): assert mock_proxy_config.get_credentials.call_count == 1 # Direct call # Verify a scheduled job was added for get_credentials - mock_scheduler_calls = [ - call[0] for call in mock_proxy_config.get_credentials.mock_calls - ] + mock_scheduler_calls = [call[0] for call in mock_proxy_config.get_credentials.mock_calls] assert len(mock_scheduler_calls) > 0 @@ -773,6 +760,7 @@ async def test_periodic_reload_job_scheduled_without_store_model_in_db(monkeypat mock_prisma_client.db.litellm_config.find_first = AsyncMock(return_value=None) mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() scheduler = AsyncIOScheduler() @@ -813,6 +801,7 @@ async def test_initialize_scheduled_jobs_uses_configured_config_reload_interval( mock_prisma_client = MagicMock() mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() mock_scheduler = MagicMock() @@ -861,6 +850,7 @@ async def test_initialize_scheduled_jobs_rejects_non_positive_config_reload_inte mock_prisma_client = MagicMock() mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() mock_scheduler = MagicMock() @@ -907,6 +897,7 @@ async def test_initialize_scheduled_jobs_hydrates_mcp_when_store_model_in_db_fal mock_prisma_client = MagicMock() mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() with ( @@ -1051,9 +1042,7 @@ def test_get_config_custom_callback_api_env_vars(monkeypatch): assert response.status_code == 200 callbacks = response.json()["callbacks"] - custom_cb = next( - (cb for cb in callbacks if cb["name"] == "custom_callback_api"), None - ) + custom_cb = next((cb for cb in callbacks if cb["name"] == "custom_callback_api"), None) assert custom_cb is not None assert custom_cb["variables"] == { @@ -1101,9 +1090,7 @@ def test_get_config_callbacks_fall_back_to_process_env(mock_env_vars, monkeypatc app.dependency_overrides = original_overrides assert response.status_code == 200 - langfuse_cb = next( - (cb for cb in response.json()["callbacks"] if cb["name"] == "langfuse"), None - ) + langfuse_cb = next((cb for cb in response.json()["callbacks"] if cb["name"] == "langfuse"), None) assert langfuse_cb is not None assert langfuse_cb["variables"] == { "LANGFUSE_PUBLIC_KEY": "pk-env-only", @@ -1150,9 +1137,7 @@ def test_get_config_callback_env_secrets_redacted_for_non_admin(mock_env_vars, m app.dependency_overrides = original_overrides assert response.status_code == 200 - langfuse_cb = next( - (cb for cb in response.json()["callbacks"] if cb["name"] == "langfuse"), None - ) + langfuse_cb = next((cb for cb in response.json()["callbacks"] if cb["name"] == "langfuse"), None) assert langfuse_cb is not None assert langfuse_cb["variables"]["LANGFUSE_SECRET_KEY"] == "REDACTED" assert langfuse_cb["variables"]["LANGFUSE_HOST"] == "https://cloud.langfuse.com" @@ -1202,9 +1187,7 @@ def test_get_config_returns_email_settings(monkeypatch): app.dependency_overrides = original_overrides assert response.status_code == 200 - email_alert = next( - (a for a in response.json()["alerts"] if a["name"] == "email"), None - ) + email_alert = next((a for a in response.json()["alerts"] if a["name"] == "email"), None) assert email_alert is not None variables = email_alert["variables"] @@ -1349,9 +1332,7 @@ def test_get_config_returns_slack_webhook(monkeypatch): mock_logging = MagicMock() mock_logging.slack_alerting_instance.alert_types = ["budget_alerts"] - mock_logging.slack_alerting_instance._all_possible_alert_types.return_value = [ - "budget_alerts" - ] + mock_logging.slack_alerting_instance._all_possible_alert_types.return_value = ["budget_alerts"] mock_logging.slack_alerting_instance.alert_to_webhook_url = {} monkeypatch.setattr("litellm.proxy.proxy_server.proxy_logging_obj", mock_logging) monkeypatch.setattr(proxy_config, "get_config", AsyncMock(return_value=config_data)) @@ -1368,9 +1349,7 @@ def test_get_config_returns_slack_webhook(monkeypatch): app.dependency_overrides = original_overrides assert response.status_code == 200 - slack_alert = next( - (a for a in response.json()["alerts"] if a["name"] == "slack"), None - ) + slack_alert = next((a for a in response.json()["alerts"] if a["name"] == "slack"), None) assert slack_alert is not None masked_url = slack_alert["variables"]["SLACK_WEBHOOK_URL"] @@ -1390,9 +1369,7 @@ def test_get_config_cleared_slack_webhook_not_overridden_by_os_env(monkeypatch): """ from litellm.proxy.proxy_server import app, proxy_config, user_api_key_auth - monkeypatch.setenv( - "SLACK_WEBHOOK_URL", "https://hooks.slack.com/services/STALE/OS/ENVVALUE" - ) + monkeypatch.setenv("SLACK_WEBHOOK_URL", "https://hooks.slack.com/services/STALE/OS/ENVVALUE") config_data = { "litellm_settings": {}, "general_settings": {"alerting": ["slack"]}, @@ -1405,9 +1382,7 @@ def test_get_config_cleared_slack_webhook_not_overridden_by_os_env(monkeypatch): mock_logging = MagicMock() mock_logging.slack_alerting_instance.alert_types = ["budget_alerts"] - mock_logging.slack_alerting_instance._all_possible_alert_types.return_value = [ - "budget_alerts" - ] + mock_logging.slack_alerting_instance._all_possible_alert_types.return_value = ["budget_alerts"] mock_logging.slack_alerting_instance.alert_to_webhook_url = {} monkeypatch.setattr("litellm.proxy.proxy_server.proxy_logging_obj", mock_logging) monkeypatch.setattr(proxy_config, "get_config", AsyncMock(return_value=config_data)) @@ -1424,9 +1399,7 @@ def test_get_config_cleared_slack_webhook_not_overridden_by_os_env(monkeypatch): app.dependency_overrides = original_overrides assert response.status_code == 200 - slack_alert = next( - (a for a in response.json()["alerts"] if a["name"] == "slack"), None - ) + slack_alert = next((a for a in response.json()["alerts"] if a["name"] == "slack"), None) assert slack_alert is not None assert slack_alert["variables"]["SLACK_WEBHOOK_URL"] == "" @@ -1505,9 +1478,7 @@ async def test_aaaproxy_startup_master_key(mock_prisma, monkeypatch, tmp_path): # Test Case 3: Master key with os.environ prefix test_resolved_key = "sk-resolved-key" - test_config_with_prefix = { - "general_settings": {"master_key": "os.environ/CUSTOM_MASTER_KEY"} - } + test_config_with_prefix = {"general_settings": {"master_key": "os.environ/CUSTOM_MASTER_KEY"}} # Create config with os.environ prefix with open(config_path, "w") as f: @@ -1659,9 +1630,7 @@ async def test_get_all_team_models(): ) # Verify find_many was called with where clause for specific teams - mock_litellm_teamtable.find_many.assert_called_with( - where={"team_id": {"in": ["team1"]}} - ) + mock_litellm_teamtable.find_many.assert_called_with(where={"team_id": {"in": ["team1"]}}) # Verify router.get_model_list was called only for team1 models expected_calls = [ @@ -1856,14 +1825,10 @@ async def test_apply_search_filter_scopes_byok_to_caller_teams(): prisma_client = MagicMock() prisma_client.db.litellm_proxymodeltable.count = AsyncMock(return_value=2) - prisma_client.db.litellm_proxymodeltable.find_many = AsyncMock( - return_value=[db_caller_row, db_other_row] - ) + prisma_client.db.litellm_proxymodeltable.find_many = AsyncMock(return_value=[db_caller_row, db_other_row]) caller_user_row = MagicMock() caller_user_row.teams = ["team-mine"] - prisma_client.db.litellm_usertable.find_unique = AsyncMock( - return_value=caller_user_row - ) + prisma_client.db.litellm_usertable.find_unique = AsyncMock(return_value=caller_user_row) proxy_config = MagicMock() proxy_config.decrypt_model_list_from_db = lambda rows: [ @@ -1893,12 +1858,10 @@ async def test_apply_search_filter_scopes_byok_to_caller_teams(): assert "byok-db-mine" in filtered_ids assert "public-id" in filtered_ids assert "byok-other" not in filtered_ids, ( - "router-side BYOK from another team must be dropped from search " - "when caller doesn't belong to that team" + "router-side BYOK from another team must be dropped from search when caller doesn't belong to that team" ) assert "byok-db-other" not in filtered_ids, ( - "DB-only BYOK from another team must be dropped from search when " - "caller doesn't belong to that team" + "DB-only BYOK from another team must be dropped from search when caller doesn't belong to that team" ) # total_count is router_models_count (2: caller_team_byok + public_model, # other_team_byok dropped router-side) + DB count (2 from the mocked @@ -2049,9 +2012,7 @@ async def test_filter_models_by_team_id_excludes_viewer_direct_access(): assert "byok-team-111" in visible_ids, "team-111's own BYOK must always be visible" assert "byok-team-222" not in visible_ids, "must not leak other teams' BYOK" - assert ( - "public-id" not in visible_ids - ), "viewer's direct_access must not widen the team's visible set" + assert "public-id" not in visible_ids, "viewer's direct_access must not widen the team's visible set" @pytest.mark.asyncio @@ -2234,9 +2195,7 @@ async def test_add_access_group_models_to_team_models(): mock_ag_row.access_model_names = ["claude-3", "gemini"] mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_accessgrouptable.find_many = AsyncMock( - return_value=[mock_ag_row] - ) + mock_prisma_client.db.litellm_accessgrouptable.find_many = AsyncMock(return_value=[mock_ag_row]) result = await _add_access_group_models_to_team_models( team_db_objects_typed=[ @@ -2312,9 +2271,7 @@ async def test_add_access_group_models_multiple_teams_shared_group(): mock_extra_row.access_model_names = ["gemini"] mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_accessgrouptable.find_many = AsyncMock( - return_value=[mock_shared_row, mock_extra_row] - ) + mock_prisma_client.db.litellm_accessgrouptable.find_many = AsyncMock(return_value=[mock_shared_row, mock_extra_row]) result = await _add_access_group_models_to_team_models( team_db_objects_typed=[team_a, team_b], @@ -2507,24 +2464,14 @@ async def test_delete_deployment_type_mismatch(): # The two SHA-hash models have no corresponding entry in combined_id_list # and must be evicted. assert len(deleted_ids) == 2, f"Expected 2 deletions (SHA-hash models), got {deleted_ids}" - assert ( - "a96e12e76b36a57cfae57a41288eb41567629cac89b4828c6f7074afc3534695" - in deleted_ids - ) - assert ( - "a40186dd0fdb9b7282380277d7f57044d29de95bfbfcd7f4322b3493702d5cd3" - in deleted_ids - ) + assert "a96e12e76b36a57cfae57a41288eb41567629cac89b4828c6f7074afc3534695" in deleted_ids + assert "a40186dd0fdb9b7282380277d7f57044d29de95bfbfcd7f4322b3493702d5cd3" in deleted_ids # Models 12345678 and 12345679 exist in the config (as integers); str() # conversion in _delete_deployment makes them match the router's string IDs, # so they must NOT be evicted. - assert ( - "12345678" not in deleted_ids - ), f"Model 12345678 should NOT be deleted. Deleted IDs: {deleted_ids}" - assert ( - "12345679" not in deleted_ids - ), f"Model 12345679 should NOT be deleted. Deleted IDs: {deleted_ids}" + assert "12345678" not in deleted_ids, f"Model 12345678 should NOT be deleted. Deleted IDs: {deleted_ids}" + assert "12345679" not in deleted_ids, f"Model 12345679 should NOT be deleted. Deleted IDs: {deleted_ids}" assert still_desired is not None assert {"12345678", "12345679"} <= still_desired, ( @@ -2597,9 +2544,7 @@ async def test_get_config_from_file(tmp_path, monkeypatch): await proxy_config._get_config_from_file(str(empty_file)) # Test Case 5: Using global user_config_file_path when no config_file_path provided - monkeypatch.setattr( - "litellm.proxy.proxy_server.user_config_file_path", str(config_file) - ) + monkeypatch.setattr("litellm.proxy.proxy_server.user_config_file_path", str(config_file)) result = await proxy_config._get_config_from_file(None) assert result == test_config @@ -2718,9 +2663,7 @@ async def test_add_proxy_budget_to_db_only_creates_user_no_keys(): ) # Patch generate_key_helper_fn in proxy_server where it's being called from - with patch( - "litellm.proxy.proxy_server.generate_key_helper_fn", mock_generate_key_helper - ): + with patch("litellm.proxy.proxy_server.generate_key_helper_fn", mock_generate_key_helper): # Call the function under test ProxyStartupEvent._add_proxy_budget_to_db() @@ -2846,9 +2789,7 @@ async def test_custom_ui_sso_sign_in_handler_config_loading(): proxy_config = ProxyConfig() # Create a mock router since load_config requires it mock_router = MagicMock() - await proxy_config.load_config( - router=mock_router, config_file_path=config_file_path - ) + await proxy_config.load_config(router=mock_router, config_file_path=config_file_path) # Verify get_instance_fn was called with correct parameters mock_get_instance.assert_called_with( @@ -2888,9 +2829,7 @@ async def test_load_config_max_budget_env_var_coerced_to_float(tmp_path, monkeyp original_max_budget = litellm.max_budget try: proxy_config = ProxyConfig() - await proxy_config.load_config( - router=MagicMock(), config_file_path=str(config_file) - ) + await proxy_config.load_config(router=MagicMock(), config_file_path=str(config_file)) assert isinstance(litellm.max_budget, float) assert litellm.max_budget == 10.0 assert litellm.max_budget > 0 @@ -2925,9 +2864,7 @@ async def test_load_config_max_ui_session_budget_applied_and_coerced(tmp_path, m original_budget = litellm.max_ui_session_budget try: proxy_config = ProxyConfig() - await proxy_config.load_config( - router=MagicMock(), config_file_path=str(config_file) - ) + await proxy_config.load_config(router=MagicMock(), config_file_path=str(config_file)) assert isinstance(litellm.max_ui_session_budget, float) assert litellm.max_ui_session_budget == 2.5 finally: @@ -2953,9 +2890,7 @@ async def test_load_config_max_ui_session_budget_none_disables_cap(tmp_path): original_budget = litellm.max_ui_session_budget try: proxy_config = ProxyConfig() - await proxy_config.load_config( - router=MagicMock(), config_file_path=str(config_file) - ) + await proxy_config.load_config(router=MagicMock(), config_file_path=str(config_file)) assert litellm.max_ui_session_budget is None finally: litellm.max_ui_session_budget = original_budget @@ -3010,10 +2945,7 @@ async def test_load_config_default_internal_user_params_without_max_budget(tmp_p absent_config_file = tmp_path / "absent_config.yaml" absent_config_file.write_text( - "model_list: []\n" - "litellm_settings:\n" - " default_internal_user_params:\n" - " user_role: internal_user\n" + "model_list: []\nlitellm_settings:\n default_internal_user_params:\n user_role: internal_user\n" ) null_config_file = tmp_path / "null_config.yaml" @@ -3060,9 +2992,7 @@ async def test_load_config_user_url_validation_handles_null_and_string_false(tmp ) ) - await ProxyConfig().load_config( - router=MagicMock(), config_file_path=str(null_config_file) - ) + await ProxyConfig().load_config(router=MagicMock(), config_file_path=str(null_config_file)) assert litellm.user_url_validation is True assert litellm.user_url_allowed_hosts is None assert litellm.provider_url_destination_allowed_hosts is None @@ -3077,9 +3007,7 @@ async def test_load_config_user_url_validation_handles_null_and_string_false(tmp ) ) - await ProxyConfig().load_config( - router=MagicMock(), config_file_path=str(false_config_file) - ) + await ProxyConfig().load_config(router=MagicMock(), config_file_path=str(false_config_file)) assert litellm.user_url_validation is False @@ -3107,12 +3035,8 @@ async def test_load_environment_variables_direct_and_os_environ(): # Mock get_secret_str to return a resolved value mock_secret_value = "resolved_secret_value" - with patch( - "litellm.proxy.proxy_server.get_secret_str", return_value=mock_secret_value - ) as mock_get_secret: - with patch.dict( - os.environ, {}, clear=False - ): # Don't clear existing env vars, just track changes + with patch("litellm.proxy.proxy_server.get_secret_str", return_value=mock_secret_value) as mock_get_secret: + with patch.dict(os.environ, {}, clear=False): # Don't clear existing env vars, just track changes # Call the method under test proxy_config._load_environment_variables(test_config) @@ -3125,9 +3049,7 @@ async def test_load_environment_variables_direct_and_os_environ(): assert os.environ["SECRET_VAR"] == mock_secret_value # Verify get_secret_str was called with the correct value - mock_get_secret.assert_called_once_with( - secret_name="os.environ/ACTUAL_SECRET_VAR" - ) + mock_get_secret.assert_called_once_with(secret_name="os.environ/ACTUAL_SECRET_VAR") @pytest.mark.asyncio @@ -3180,9 +3102,7 @@ async def test_load_environment_variables_litellm_license_and_edge_cases(): assert result is None # Method returns None # Test Case 4: os.environ/ prefix but get_secret_str returns None - test_config_secret_none = { - "environment_variables": {"FAILED_SECRET": "os.environ/NONEXISTENT_SECRET"} - } + test_config_secret_none = {"environment_variables": {"FAILED_SECRET": "os.environ/NONEXISTENT_SECRET"}} with patch("litellm.proxy.proxy_server.get_secret_str", return_value=None): with patch.dict(os.environ, {}, clear=False): @@ -3221,9 +3141,7 @@ async def test_load_environment_variables_blocks_dangerous_keys(): # Blocked keys should not be set to the attacker value assert os.environ.get("PATH") != "/tmp/evil" - assert ( - "LD_PRELOAD" not in os.environ or os.environ["LD_PRELOAD"] != "/tmp/evil.so" - ) + assert "LD_PRELOAD" not in os.environ or os.environ["LD_PRELOAD"] != "/tmp/evil.so" assert os.environ.get("PYTHONPATH") != "/tmp/evil" # Safe keys should still be set @@ -3297,15 +3215,11 @@ async def test_write_config_to_file(monkeypatch): # Mock general_settings mock_general_settings = {"store_model_in_db": True} - monkeypatch.setattr( - "litellm.proxy.proxy_server.general_settings", mock_general_settings - ) + monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", mock_general_settings) # Mock user_config_file_path test_config_path = "/tmp/test_config.yaml" - monkeypatch.setattr( - "litellm.proxy.proxy_server.user_config_file_path", test_config_path - ) + monkeypatch.setattr("litellm.proxy.proxy_server.user_config_file_path", test_config_path) proxy_config = ProxyConfig() @@ -3326,9 +3240,7 @@ async def test_write_config_to_file(monkeypatch): # Verify the config passed to DB has model_list removed call_args = mock_prisma_client.insert_data.call_args - assert call_args.kwargs["data"] == { - "key": "value" - } # model_list should be popped + assert call_args.kwargs["data"] == {"key": "value"} # model_list should be popped assert call_args.kwargs["table_name"] == "config" @@ -3349,15 +3261,11 @@ async def test_write_config_to_file_when_store_model_in_db_false(monkeypatch): # Mock general_settings mock_general_settings = {"store_model_in_db": False} - monkeypatch.setattr( - "litellm.proxy.proxy_server.general_settings", mock_general_settings - ) + monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", mock_general_settings) # Mock user_config_file_path test_config_path = "/tmp/test_config.yaml" - monkeypatch.setattr( - "litellm.proxy.proxy_server.user_config_file_path", test_config_path - ) + monkeypatch.setattr("litellm.proxy.proxy_server.user_config_file_path", test_config_path) proxy_config = ProxyConfig() @@ -3412,22 +3320,20 @@ async def test_async_data_generator_midstream_error(): for chunk in mock_chunks: yield chunk - mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = ( - mock_streaming_iterator - ) + mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = mock_streaming_iterator # Mock async_post_call_streaming_hook to return error on third chunk def mock_streaming_hook(*args, **kwargs): chunk = kwargs.get("response") # Return error message for the third chunk (simulating guardrail trigger) if chunk == mock_chunks[2]: - return 'data: {"error": {"error": "Azure Content Safety Guardrail: Hate crossed severity 2, Got severity: 2"}}' + return ( + 'data: {"error": {"error": "Azure Content Safety Guardrail: Hate crossed severity 2, Got severity: 2"}}' + ) # Return normal chunks for first two return chunk - mock_proxy_logging_obj.async_post_call_streaming_hook = AsyncMock( - side_effect=mock_streaming_hook - ) + mock_proxy_logging_obj.async_post_call_streaming_hook = AsyncMock(side_effect=mock_streaming_hook) mock_proxy_logging_obj.post_call_failure_hook = AsyncMock() # Mock the global proxy_logging_obj @@ -3438,26 +3344,18 @@ async def test_async_data_generator_midstream_error(): # Collect all yielded data from the generator yielded_data = [] try: - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) except Exception as e: # If there's an exception, that's also part of what we want to test pass # Verify the results - assert ( - len(yielded_data) >= 3 - ), f"Expected at least 3 chunks, got {len(yielded_data)}: {yielded_data}" + assert len(yielded_data) >= 3, f"Expected at least 3 chunks, got {len(yielded_data)}: {yielded_data}" # First two chunks should be normal data - assert yielded_data[0].startswith( - "data: " - ), f"First chunk should start with 'data: ', got: {yielded_data[0]}" - assert yielded_data[1].startswith( - "data: " - ), f"Second chunk should start with 'data: ', got: {yielded_data[1]}" + assert yielded_data[0].startswith("data: "), f"First chunk should start with 'data: ', got: {yielded_data[0]}" + assert yielded_data[1].startswith("data: "), f"Second chunk should start with 'data: ', got: {yielded_data[1]}" # The error message should be yielded error_found = False @@ -3469,15 +3367,11 @@ async def test_async_data_generator_midstream_error(): if "data: [DONE]" in data: done_found = True - assert ( - error_found - ), f"Error message should be found in yielded data. Got: {yielded_data}" + assert error_found, f"Error message should be found in yielded data. Got: {yielded_data}" assert done_found, f"[DONE] message should be found at the end. Got: {yielded_data}" # Verify that the streaming hook was called for each chunk - assert mock_proxy_logging_obj.async_post_call_streaming_hook.call_count == len( - mock_chunks - ) + assert mock_proxy_logging_obj.async_post_call_streaming_hook.call_count == len(mock_chunks) # Verify that post_call_failure_hook was NOT called (since this is not an exception case) mock_proxy_logging_obj.post_call_failure_hook.assert_not_called() @@ -3564,15 +3458,11 @@ async def test_chat_completion_result_no_nested_none_values(): # Verify the mock has None values before serialization raw_dict = mock_model_response.model_dump() none_paths_before = _has_nested_none_values(raw_dict) - assert ( - len(none_paths_before) > 0 - ), "Mock should have None values before exclude_none=True" + assert len(none_paths_before) > 0, "Mock should have None values before exclude_none=True" # Mock the request processing to return our mock response mock_base_processor = MagicMock() - mock_base_processor.base_process_llm_request = AsyncMock( - return_value=mock_model_response - ) + mock_base_processor.base_process_llm_request = AsyncMock(return_value=mock_model_response) # Mock other dependencies mock_request = MagicMock(spec=Request) @@ -3601,9 +3491,9 @@ async def test_chat_completion_result_no_nested_none_values(): # Check that there are no nested None values in the result none_paths_after = _has_nested_none_values(result) - assert ( - len(none_paths_after) == 0 - ), f"Result should not contain nested None values. Found None at: {none_paths_after}" + assert len(none_paths_after) == 0, ( + f"Result should not contain nested None values. Found None at: {none_paths_after}" + ) # Verify essential fields are present assert "id" in result @@ -3629,9 +3519,7 @@ async def test_chat_completion_result_no_nested_none_values(): "annotations", ] for field in excluded_fields: - assert ( - field not in message - ), f"Field '{field}' should be excluded when it's None" + assert field not in message, f"Field '{field}' should be excluded when it's None" # ============================================================================ @@ -3686,9 +3574,7 @@ class TestPriceDataReloadAPI: with patch( "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new=AsyncMock( - return_value=ModelCostMapReloaded( - model_cost_map={"gpt-3.5-turbo": {"input_cost_per_token": 0.001}} - ) + return_value=ModelCostMapReloaded(model_cost_map={"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}) ), ): # Mock the database connection @@ -3706,10 +3592,7 @@ class TestPriceDataReloadAPI: assert "timestamp" in data assert "models_count" in data # The new implementation immediately reloads and returns the count - assert ( - "Price data reloaded successfully! 1 models updated." - in data["message"] - ) + assert "Price data reloaded successfully! 1 models updated." in data["message"] assert data["models_count"] == 1 finally: # Restore the full model cost map so subsequent tests are not affected @@ -3732,9 +3615,7 @@ class TestPriceDataReloadAPI: def test_get_model_cost_map_public_access(self, client_no_auth): """Test that the model cost map endpoint is publicly accessible""" - with patch( - "litellm.model_cost", {"gpt-3.5-turbo": {"input_cost_per_token": 0.001}} - ): + with patch("litellm.model_cost", {"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}): response = client_no_auth.get("/public/litellm_model_cost_map") assert response.status_code == 200 @@ -3756,9 +3637,7 @@ class TestPriceDataReloadAPI: response = client_with_auth.post("/reload/model_cost_map") - assert ( - response.status_code == 500 - ) # An unexpected exception still maps to 500 + assert response.status_code == 500 # An unexpected exception still maps to 500 data = response.json() assert "Failed to reload model cost map" in data["detail"] @@ -3966,9 +3845,7 @@ class TestPriceDataReloadIntegration: try: with patch( "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", - new=AsyncMock( - return_value=ModelCostMapReloaded(model_cost_map=mock_cost_map) - ), + new=AsyncMock(return_value=ModelCostMapReloaded(model_cost_map=mock_cost_map)), ): # Mock the database connection with patch("litellm.proxy.proxy_server.prisma_client") as mock_prisma: @@ -4036,10 +3913,14 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-3.5-turbo": {"input_cost_per_token": 0.001}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-3.5-turbo": {"input_cost_per_token": 0.001}} + ) asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) @@ -4080,7 +3961,9 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) @@ -4115,10 +3998,14 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-4-test": {"input_cost_per_token": 0.5}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-4-test": {"input_cost_per_token": 0.5}} + ) asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) @@ -4156,10 +4043,14 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}} + ) for _ in range(3): for pod in pods: @@ -4196,10 +4087,14 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}} + ) asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) @@ -4228,10 +4123,14 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}} + ) asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) @@ -4271,7 +4170,9 @@ class TestPriceDataReloadIntegration: ) as mock_get_map, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-4": {"input_cost_per_token": 0.1}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-4": {"input_cost_per_token": 0.1}} + ) asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) @@ -4317,8 +4218,7 @@ class TestPriceDataReloadIntegration: asyncio.run(proxy_config._check_and_reload_model_cost_map(mock_prisma)) assert litellm.model_cost is original_model_cost, ( - "a failed reload must keep the currently loaded cost map, " - "not swap in the packaged backup" + "a failed reload must keep the currently loaded cost map, not swap in the packaged backup" ) assert proxy_config.model_cost_map_loaded_at == pod_data_loaded_at, ( "a failed reload must not stamp the pod's data age, otherwise the retry waits a full interval" @@ -4428,11 +4328,15 @@ class TestPriceDataReloadIntegration: original_model_cost = litellm.model_cost.copy() try: with ( - patch("litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock) as mock_get_map, + patch( + "litellm.litellm_core_utils.get_model_cost_map.refetch_model_cost_map", new_callable=AsyncMock + ) as mock_get_map, patch("litellm.proxy.proxy_server.prisma_client") as mock_prisma, patch("litellm.proxy.proxy_server.utc_now", return_value=frozen_now), ): - mock_get_map.return_value = ModelCostMapReloaded(model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}}) + mock_get_map.return_value = ModelCostMapReloaded( + model_cost_map={"gpt-4": {"input_cost_per_token": 0.001}} + ) mock_prisma.db.litellm_config.upsert = AsyncMock( return_value=_reload_schedule_row({}, reload_revision=9) ) @@ -4480,14 +4384,10 @@ class TestPriceDataReloadIntegration: mock_prisma.get_generic_data = AsyncMock(return_value=mock_config) mock_prisma.db.litellm_config.upsert = AsyncMock(return_value=_reload_schedule_row({}, reload_revision=1)) - with patch( - "litellm.anthropic_beta_headers_manager.reload_beta_headers_config" - ) as mock_reload: + with patch("litellm.anthropic_beta_headers_manager.reload_beta_headers_config") as mock_reload: mock_reload.return_value = {"anthropic": {"beta_header": "test-value"}} - asyncio.run( - proxy_config._check_and_reload_anthropic_beta_headers(mock_prisma) - ) + asyncio.run(proxy_config._check_and_reload_anthropic_beta_headers(mock_prisma)) # Verify the upsert update branch preserves interval_hours mock_prisma.db.litellm_config.upsert.assert_called() @@ -4519,9 +4419,7 @@ class TestPriceDataReloadIntegration: app.dependency_overrides[user_api_key_auth] = lambda: mock_auth client = TestClient(app) - with patch( - "litellm.anthropic_beta_headers_manager.reload_beta_headers_config" - ) as mock_reload: + with patch("litellm.anthropic_beta_headers_manager.reload_beta_headers_config") as mock_reload: mock_reload.return_value = {"anthropic": {"beta_header": "test-value"}} with patch("litellm.proxy.proxy_server.prisma_client") as mock_prisma: @@ -4619,9 +4517,7 @@ async def test_add_router_settings_from_db_config_merge_logic(): # Mock prisma client mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_config.find_first = AsyncMock( - return_value=mock_db_config - ) + mock_prisma_client.db.litellm_config.find_first = AsyncMock(return_value=mock_db_config) # Call the method under test await proxy_config._add_router_settings_from_db_config( @@ -4631,9 +4527,7 @@ async def test_add_router_settings_from_db_config_merge_logic(): ) # Verify find_first was called with correct parameters - mock_prisma_client.db.litellm_config.find_first.assert_called_once_with( - where={"param_name": "router_settings"} - ) + mock_prisma_client.db.litellm_config.find_first.assert_called_once_with(where={"param_name": "router_settings"}) # Verify update_settings was called mock_router.update_settings.assert_called_once() @@ -4713,9 +4607,7 @@ async def test_add_router_settings_from_db_config_edge_cases(): # Test Case 4: Config has no router_settings mock_db_config = MagicMock() mock_db_config.param_value = {"db_setting": "db_value"} - mock_prisma_client.db.litellm_config.find_first = AsyncMock( - return_value=mock_db_config - ) + mock_prisma_client.db.litellm_config.find_first = AsyncMock(return_value=mock_db_config) await proxy_config._add_router_settings_from_db_config( config_data={}, # No router_settings in config @@ -4740,9 +4632,7 @@ async def test_add_router_settings_from_db_config_edge_cases(): # Test Case 6: DB config exists but param_value is not a dict mock_db_config_invalid = MagicMock() mock_db_config_invalid.param_value = "not_a_dict" - mock_prisma_client.db.litellm_config.find_first = AsyncMock( - return_value=mock_db_config_invalid - ) + mock_prisma_client.db.litellm_config.find_first = AsyncMock(return_value=mock_db_config_invalid) config_data = {"router_settings": {"config_setting": "config_value"}} @@ -4794,9 +4684,7 @@ async def test_add_router_settings_shallow_merge_behavior(): } mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_config.find_first = AsyncMock( - return_value=mock_db_config - ) + mock_prisma_client.db.litellm_config.find_first = AsyncMock(return_value=mock_db_config) await proxy_config._add_router_settings_from_db_config( config_data=config_data, @@ -4873,9 +4761,7 @@ async def test_model_info_v1_oci_secrets_not_leaked(): patch("litellm.proxy.proxy_server.user_model", None), ): # Call the model_info_v1 endpoint - result = await model_info_v1( - user_api_key_dict=mock_user_api_key_dict, litellm_model_id=None - ) + result = await model_info_v1(user_api_key_dict=mock_user_api_key_dict, litellm_model_id=None) # Verify the result structure assert "data" in result @@ -4886,40 +4772,24 @@ async def test_model_info_v1_oci_secrets_not_leaked(): # Verify that sensitive OCI fields are masked assert "****" in litellm_params["oci_key"], "oci_key should be masked" - assert ( - "****" in litellm_params["oci_fingerprint"] - ), "oci_fingerprint should be masked" + assert "****" in litellm_params["oci_fingerprint"], "oci_fingerprint should be masked" assert "****" in litellm_params["oci_tenancy"], "oci_tenancy should be masked" assert "****" in litellm_params["oci_key_file"], "oci_key_file should be masked" # Verify that non-sensitive fields are NOT masked - assert ( - litellm_params["model"] == "oci/xai.grok-4" - ), "model field should not be masked" - assert ( - litellm_params["oci_region"] == "us-phoenix-1" - ), "oci_region should not be masked" + assert litellm_params["model"] == "oci/xai.grok-4", "model field should not be masked" + assert litellm_params["oci_region"] == "us-phoenix-1", "oci_region should not be masked" assert litellm_params["drop_params"] is True, "drop_params should not be masked" # Verify the model field specifically is not masked (this was the original issue) - assert ( - "****" not in litellm_params["model"] - ), "model field should never be masked" - assert litellm_params["model"].startswith( - "oci/" - ), "model should retain its full value" + assert "****" not in litellm_params["model"], "model field should never be masked" + assert litellm_params["model"].startswith("oci/"), "model should retain its full value" # Verify that actual secret values are not present in the response result_str = str(result) - assert ( - "ocid1.api_key.oc1..aaaaaaaa7kbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbk" - not in result_str - ) + assert "ocid1.api_key.oc1..aaaaaaaa7kbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbk" not in result_str assert "aa:bb:cc:dd:ee:ff:11:22:33:44:55:66:77:88:99:00" not in result_str - assert ( - "ocid1.tenancy.oc1..aaaaaaaa7kbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbk" - not in result_str - ) + assert "ocid1.tenancy.oc1..aaaaaaaa7kbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbkbk" not in result_str assert "/path/to/oci_api_key.pem" not in result_str @@ -4949,9 +4819,7 @@ def test_add_callback_from_db_to_in_memory_litellm_callbacks(): event_types=["success"], existing_callbacks=mock_success_callbacks, ) - mock_callback_manager.add_litellm_success_callback.assert_called_once_with( - "prometheus" - ) + mock_callback_manager.add_litellm_success_callback.assert_called_once_with("prometheus") mock_callback_manager.reset_mock() # Test Case 2: Add failure callback @@ -4961,9 +4829,7 @@ def test_add_callback_from_db_to_in_memory_litellm_callbacks(): event_types=["failure"], existing_callbacks=mock_failure_callbacks, ) - mock_callback_manager.add_litellm_failure_callback.assert_called_once_with( - "langfuse" - ) + mock_callback_manager.add_litellm_failure_callback.assert_called_once_with("langfuse") mock_callback_manager.reset_mock() # Test Case 3: Add callback for both success and failure @@ -5064,10 +4930,7 @@ def test_should_load_db_object_with_supported_db_objects(): assert proxy_config._should_load_db_object(object_type="mcp") is True assert proxy_config._should_load_db_object(object_type="guardrails") is True assert proxy_config._should_load_db_object(object_type="vector_stores") is True - assert ( - proxy_config._should_load_db_object(object_type="pass_through_endpoints") - is True - ) + assert proxy_config._should_load_db_object(object_type="pass_through_endpoints") is True assert proxy_config._should_load_db_object(object_type="prompts") is True assert proxy_config._should_load_db_object(object_type="model_cost_map") is True @@ -5093,12 +4956,8 @@ async def test_tag_cache_update_called(): "spend": 10.0, } - with patch.object( - cache, "async_get_cache", new=AsyncMock(return_value=mock_tag_obj) - ) as mock_get_cache: - with patch.object( - cache, "async_set_cache_pipeline", new=AsyncMock() - ) as mock_set_cache: + with patch.object(cache, "async_get_cache", new=AsyncMock(return_value=mock_tag_obj)) as mock_get_cache: + with patch.object(cache, "async_set_cache_pipeline", new=AsyncMock()) as mock_set_cache: await litellm.proxy.proxy_server.update_cache( token=None, user_id=None, @@ -5152,9 +5011,7 @@ async def test_tag_cache_update_multiple_tags(): with patch.object( cache, "async_get_cache", new=AsyncMock(side_effect=mock_get_cache_side_effect) ) as mock_get_cache: - with patch.object( - cache, "async_set_cache_pipeline", new=AsyncMock() - ) as mock_set_cache: + with patch.object(cache, "async_set_cache_pipeline", new=AsyncMock()) as mock_set_cache: await litellm.proxy.proxy_server.update_cache( token=None, user_id=None, @@ -5175,9 +5032,7 @@ async def test_tag_cache_update_multiple_tags(): assert len(cache_list) == 2 - tag_updates = { - cache_key: cache_value for cache_key, cache_value in cache_list - } + tag_updates = {cache_key: cache_value for cache_key, cache_value in cache_list} assert "tag:tag1" in tag_updates assert "tag:tag2" in tag_updates assert tag_updates["tag:tag1"]["spend"] == 15.0 @@ -5203,9 +5058,7 @@ async def test_update_cache_pipeline_honors_user_api_key_cache_ttl(): "async_get_cache", new=AsyncMock(return_value={"tag_name": "active-tag", "spend": 1.0}), ): - with patch.object( - cache, "async_set_cache_pipeline", new=AsyncMock() - ) as mock_set_cache: + with patch.object(cache, "async_set_cache_pipeline", new=AsyncMock()) as mock_set_cache: await litellm.proxy.proxy_server.update_cache( token=None, user_id=None, @@ -5248,9 +5101,7 @@ async def test_spend_tracking_never_writes_the_auth_object_back(): model_type=UserAPIKeyAuth, ) with ( - patch.object( - cache, "async_set_cache_pipeline", new=AsyncMock() - ) as mock_pipeline, + patch.object(cache, "async_set_cache_pipeline", new=AsyncMock()) as mock_pipeline, patch.object(cache, "async_set_cache", new=AsyncMock()) as mock_set, ): await litellm.proxy.proxy_server.update_cache( @@ -5261,9 +5112,7 @@ async def test_spend_tracking_never_writes_the_auth_object_back(): response_cost=5.0, parent_otel_span=None, ) - pending = [ - t for t in asyncio.all_tasks() if t is not asyncio.current_task() - ] + pending = [t for t in asyncio.all_tasks() if t is not asyncio.current_task()] if pending: await asyncio.wait(pending, timeout=5) @@ -5305,12 +5154,8 @@ async def test_update_cache_global_proxy_spend_scalar_stays_shared(): cache = DualCache(default_in_memory_ttl=300) setattr(litellm.proxy.proxy_server, "user_api_key_cache", cache) try: - with patch.object( - cache, "async_get_cache", new=AsyncMock(side_effect=fake_get) - ): - with patch.object( - cache, "async_set_cache_pipeline", new=AsyncMock() - ) as mock_set_cache: + with patch.object(cache, "async_get_cache", new=AsyncMock(side_effect=fake_get)): + with patch.object(cache, "async_set_cache_pipeline", new=AsyncMock()) as mock_set_cache: await litellm.proxy.proxy_server.update_cache( token=None, user_id="user-lit", @@ -5320,24 +5165,14 @@ async def test_update_cache_global_proxy_spend_scalar_stays_shared(): parent_otel_span=None, ) - pending = [ - t for t in asyncio.all_tasks() if t is not asyncio.current_task() - ] + pending = [t for t in asyncio.all_tasks() if t is not asyncio.current_task()] if pending: await asyncio.wait(pending, timeout=5) calls = mock_set_cache.await_args_list - local_keys = [ - k - for c in calls - if c.kwargs.get("local_only") is True - for k, _ in c.kwargs["cache_list"] - ] + local_keys = [k for c in calls if c.kwargs.get("local_only") is True for k, _ in c.kwargs["cache_list"]] shared_keys = [ - k - for c in calls - if c.kwargs.get("local_only") is not True - for k, _ in c.kwargs["cache_list"] + k for c in calls if c.kwargs.get("local_only") is not True for k, _ in c.kwargs["cache_list"] ] assert "user-lit" in local_keys assert global_key not in local_keys @@ -5368,20 +5203,14 @@ async def test_init_sso_settings_in_db(): } mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock( - return_value=mock_sso_config - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock(return_value=mock_sso_config) # Mock _decrypt_and_set_db_env_variables - with patch.object( - proxy_config, "_decrypt_and_set_db_env_variables" - ) as mock_decrypt_and_set: + with patch.object(proxy_config, "_decrypt_and_set_db_env_variables") as mock_decrypt_and_set: await proxy_config._init_sso_settings_in_db(prisma_client=mock_prisma_client) # Verify find_unique was called with correct parameters - mock_prisma_client.db.litellm_ssoconfig.find_unique.assert_awaited_once_with( - where={"id": "sso_config"} - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique.assert_awaited_once_with(where={"id": "sso_config"}) # Verify _decrypt_and_set_db_env_variables was called with uppercased keys mock_decrypt_and_set.assert_called_once() @@ -5421,15 +5250,11 @@ async def test_init_sso_settings_in_db_no_settings(): mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock(return_value=None) # Mock _decrypt_and_set_db_env_variables - with patch.object( - proxy_config, "_decrypt_and_set_db_env_variables" - ) as mock_decrypt_and_set: + with patch.object(proxy_config, "_decrypt_and_set_db_env_variables") as mock_decrypt_and_set: await proxy_config._init_sso_settings_in_db(prisma_client=mock_prisma_client) # Verify find_unique was called - mock_prisma_client.db.litellm_ssoconfig.find_unique.assert_awaited_once_with( - where={"id": "sso_config"} - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique.assert_awaited_once_with(where={"id": "sso_config"}) # Verify _decrypt_and_set_db_env_variables was NOT called when no settings exist mock_decrypt_and_set.assert_not_called() @@ -5448,9 +5273,7 @@ async def test_init_sso_settings_in_db_error_handling(): # Mock prisma client to raise an exception mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock( - side_effect=Exception("Database connection error") - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock(side_effect=Exception("Database connection error")) # The method should not raise an exception, it should log it instead try: @@ -5459,9 +5282,7 @@ async def test_init_sso_settings_in_db_error_handling(): assert True except Exception as e: # The exception should be caught and logged, not propagated - pytest.fail( - f"Exception should have been caught and logged, but was raised: {e}" - ) + pytest.fail(f"Exception should have been caught and logged, but was raised: {e}") @pytest.mark.asyncio @@ -5480,20 +5301,14 @@ async def test_init_sso_settings_in_db_empty_settings(): mock_sso_config.sso_settings = {} mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock( - return_value=mock_sso_config - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock(return_value=mock_sso_config) # Mock _decrypt_and_set_db_env_variables - with patch.object( - proxy_config, "_decrypt_and_set_db_env_variables" - ) as mock_decrypt_and_set: + with patch.object(proxy_config, "_decrypt_and_set_db_env_variables") as mock_decrypt_and_set: await proxy_config._init_sso_settings_in_db(prisma_client=mock_prisma_client) # Verify find_unique was called - mock_prisma_client.db.litellm_ssoconfig.find_unique.assert_awaited_once_with( - where={"id": "sso_config"} - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique.assert_awaited_once_with(where={"id": "sso_config"}) # Verify _decrypt_and_set_db_env_variables was called with empty dict mock_decrypt_and_set.assert_called_once() @@ -5526,16 +5341,12 @@ async def test_init_sso_settings_in_db_retries_on_transport_error(): return mock_sso_config mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock( - side_effect=_flaky_find_unique - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock(side_effect=_flaky_find_unique) mock_prisma_client.attempt_db_reconnect = AsyncMock(return_value=True) mock_prisma_client._db_auth_reconnect_timeout_seconds = 2.0 mock_prisma_client._db_auth_reconnect_lock_timeout_seconds = 0.1 - with patch.object( - proxy_config, "_decrypt_and_set_db_env_variables" - ) as mock_decrypt: + with patch.object(proxy_config, "_decrypt_and_set_db_env_variables") as mock_decrypt: await proxy_config._init_sso_settings_in_db(prisma_client=mock_prisma_client) assert len(invocations) == 2 @@ -5556,9 +5367,7 @@ async def test_init_sso_settings_in_db_propagates_when_reconnect_fails(): proxy_config = ProxyConfig() mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock( - side_effect=prisma.errors.ClientNotConnectedError() - ) + mock_prisma_client.db.litellm_ssoconfig.find_unique = AsyncMock(side_effect=prisma.errors.ClientNotConnectedError()) mock_prisma_client.attempt_db_reconnect = AsyncMock(return_value=False) mock_prisma_client._db_auth_reconnect_timeout_seconds = 2.0 mock_prisma_client._db_auth_reconnect_lock_timeout_seconds = 0.1 @@ -5589,24 +5398,17 @@ async def test_init_hashicorp_vault_config_override_retries_on_transport_error() return None # No config in DB → function returns early after retry. mock_prisma_client = MagicMock() - mock_prisma_client.db.litellm_configoverrides.find_unique = AsyncMock( - side_effect=_flaky_find_unique - ) + mock_prisma_client.db.litellm_configoverrides.find_unique = AsyncMock(side_effect=_flaky_find_unique) mock_prisma_client.attempt_db_reconnect = AsyncMock(return_value=True) mock_prisma_client._db_auth_reconnect_timeout_seconds = 2.0 mock_prisma_client._db_auth_reconnect_lock_timeout_seconds = 0.1 - await proxy_config._init_hashicorp_vault_config_override( - prisma_client=mock_prisma_client - ) + await proxy_config._init_hashicorp_vault_config_override(prisma_client=mock_prisma_client) assert len(invocations) == 2 mock_prisma_client.attempt_db_reconnect.assert_awaited_once() reconnect_kwargs = mock_prisma_client.attempt_db_reconnect.await_args.kwargs - assert ( - reconnect_kwargs["reason"] - == "init_hashicorp_vault_config_override_lookup_failure" - ) + assert reconnect_kwargs["reason"] == "init_hashicorp_vault_config_override_lookup_failure" def test_update_config_fields_uppercases_env_vars(monkeypatch): @@ -5656,37 +5458,20 @@ def test_encrypt_env_variables_for_db_is_idempotent(monkeypatch): plaintext = "pk-langfuse-secret-value" # First write: plaintext in -> single-encrypted out. - enc1 = proxy_config._encrypt_env_variables_for_db( - {"LANGFUSE_PUBLIC_KEY": plaintext} - ) + enc1 = proxy_config._encrypt_env_variables_for_db({"LANGFUSE_PUBLIC_KEY": plaintext}) assert enc1["LANGFUSE_PUBLIC_KEY"] != plaintext - assert ( - decrypt_value_helper( - value=enc1["LANGFUSE_PUBLIC_KEY"], key="LANGFUSE_PUBLIC_KEY" - ) - == plaintext - ) + assert decrypt_value_helper(value=enc1["LANGFUSE_PUBLIC_KEY"], key="LANGFUSE_PUBLIC_KEY") == plaintext # UI round-trip: feed the ciphertext back in. Must NOT double-encrypt. enc2 = proxy_config._encrypt_env_variables_for_db(enc1) - assert ( - decrypt_value_helper( - value=enc2["LANGFUSE_PUBLIC_KEY"], key="LANGFUSE_PUBLIC_KEY" - ) - == plaintext - ) + assert decrypt_value_helper(value=enc2["LANGFUSE_PUBLIC_KEY"], key="LANGFUSE_PUBLIC_KEY") == plaintext # And again, ×3 total ciphertext re-feeds — still exactly one layer, # never stacked, no matter how many times the UI re-saves. enc3 = proxy_config._encrypt_env_variables_for_db(enc2) enc4 = proxy_config._encrypt_env_variables_for_db(enc3) for stacked in (enc3, enc4): - assert ( - decrypt_value_helper( - value=stacked["LANGFUSE_PUBLIC_KEY"], key="LANGFUSE_PUBLIC_KEY" - ) - == plaintext - ) + assert decrypt_value_helper(value=stacked["LANGFUSE_PUBLIC_KEY"], key="LANGFUSE_PUBLIC_KEY") == plaintext # Write path must not leak the value into the process environment. assert os.environ.get("LANGFUSE_PUBLIC_KEY") is None @@ -5728,15 +5513,11 @@ def test_get_prompt_spec_for_db_prompt_with_versions(): } # Test version 1 - prompt_spec_v1 = proxy_config._get_prompt_spec_for_db_prompt( - db_prompt=mock_prompt_v1 - ) + prompt_spec_v1 = proxy_config._get_prompt_spec_for_db_prompt(db_prompt=mock_prompt_v1) assert prompt_spec_v1.prompt_id == "chat_prompt.v1" # Test version 2 - prompt_spec_v2 = proxy_config._get_prompt_spec_for_db_prompt( - db_prompt=mock_prompt_v2 - ) + prompt_spec_v2 = proxy_config._get_prompt_spec_for_db_prompt(db_prompt=mock_prompt_v2) assert prompt_spec_v2.prompt_id == "chat_prompt.v2" @@ -5804,9 +5585,7 @@ async def test_get_image_non_root_uses_var_lib_assets_dir(monkeypatch): with ( patch("litellm.proxy.proxy_server.os.makedirs") as mock_makedirs, - patch( - "litellm.proxy.proxy_server.os.path.exists", side_effect=exists_side_effect - ), + patch("litellm.proxy.proxy_server.os.path.exists", side_effect=exists_side_effect), patch("litellm.proxy.proxy_server.os.access", return_value=True), patch("litellm.proxy.proxy_server.os.getenv") as mock_getenv, patch("litellm.proxy.proxy_server.FileResponse") as mock_file_response, @@ -5856,9 +5635,7 @@ async def test_get_image_non_root_fallback_to_default_logo(monkeypatch): # Mock os.path operations with ( patch("litellm.proxy.proxy_server.os.makedirs") as mock_makedirs, - patch( - "litellm.proxy.proxy_server.os.path.exists", side_effect=exists_side_effect - ), + patch("litellm.proxy.proxy_server.os.path.exists", side_effect=exists_side_effect), patch("litellm.proxy.proxy_server.os.access", return_value=True), patch("litellm.proxy.proxy_server.os.getenv") as mock_getenv, patch("litellm.proxy.proxy_server.FileResponse") as mock_file_response, @@ -5881,9 +5658,7 @@ async def test_get_image_non_root_fallback_to_default_logo(monkeypatch): # Verify that exists was called to check /var/lib/litellm/assets/logo.jpg assets_logo_path = "/var/lib/litellm/assets/logo.jpg" - assert any( - assets_logo_path in str(call) for call in exists_calls - ), f"Should check if {assets_logo_path} exists" + assert any(assets_logo_path in str(call) for call in exists_calls), f"Should check if {assets_logo_path} exists" # Verify FileResponse was called (with fallback logo) assert mock_file_response.called, "FileResponse should be called" @@ -5923,14 +5698,8 @@ async def test_get_image_root_case_uses_current_dir(monkeypatch): await get_image() # Verify makedirs was NOT called with /var/lib/litellm/assets (should not create it for root case) - var_lib_assets_calls = [ - call - for call in mock_makedirs.call_args_list - if "/var/lib/litellm/assets" in str(call) - ] - assert ( - len(var_lib_assets_calls) == 0 - ), "Should not create /var/lib/litellm/assets for root case" + var_lib_assets_calls = [call for call in mock_makedirs.call_args_list if "/var/lib/litellm/assets" in str(call)] + assert len(var_lib_assets_calls) == 0, "Should not create /var/lib/litellm/assets for root case" # Verify FileResponse was called assert mock_file_response.called, "FileResponse should be called" @@ -5961,15 +5730,11 @@ async def test_get_image_custom_local_logo_bypasses_cache(monkeypatch, tmp_path) return MagicMock() with ( - patch( - "litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response - ), + patch("litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response), ): await get_image() - assert ( - len(calls_to_file_response) == 1 - ), "FileResponse should be called exactly once" + assert len(calls_to_file_response) == 1, "FileResponse should be called exactly once" assert calls_to_file_response[0] == str(custom_logo.resolve()), ( f"Expected custom logo path, got {calls_to_file_response[0]}. " "A stale cached_logo.jpg may have been returned instead." @@ -5999,24 +5764,18 @@ async def test_get_image_default_logo_ignores_stale_cache(monkeypatch, tmp_path) return MagicMock() with ( - patch( - "litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response - ), + patch("litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response), ): await get_image() - assert ( - len(calls_to_file_response) == 1 - ), "FileResponse should be called exactly once" + assert len(calls_to_file_response) == 1, "FileResponse should be called exactly once" served_path = calls_to_file_response[0] assert served_path != str(cache_path.resolve()) assert served_path.endswith("logo.jpg") @pytest.mark.asyncio -async def test_get_image_custom_logo_missing_falls_through_to_default( - monkeypatch, tmp_path -): +async def test_get_image_custom_logo_missing_falls_through_to_default(monkeypatch, tmp_path): """ Test that when UI_LOGO_PATH points to a non-existent local file, get_image falls through to the default logo instead of failing. @@ -6037,26 +5796,18 @@ async def test_get_image_custom_logo_missing_falls_through_to_default( return MagicMock() with ( - patch( - "litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response - ), + patch("litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response), ): await get_image() - assert ( - len(calls_to_file_response) == 1 - ), "FileResponse should be called exactly once" + assert len(calls_to_file_response) == 1, "FileResponse should be called exactly once" served_path = calls_to_file_response[0] - assert served_path != str( - custom_logo_path - ), "Should not attempt to serve a non-existent custom logo" + assert served_path != str(custom_logo_path), "Should not attempt to serve a non-existent custom logo" assert served_path.endswith("logo.jpg") @pytest.mark.asyncio -async def test_get_image_custom_logo_missing_no_cache_serves_default( - monkeypatch, tmp_path -): +async def test_get_image_custom_logo_missing_no_cache_serves_default(monkeypatch, tmp_path): """ Test that when UI_LOGO_PATH points to a non-existent file AND there is no cached_logo.jpg, get_image serves the default logo instead of the non-existent @@ -6078,22 +5829,14 @@ async def test_get_image_custom_logo_missing_no_cache_serves_default( return MagicMock() with ( - patch( - "litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response - ), + patch("litellm.proxy.proxy_server.FileResponse", side_effect=fake_file_response), ): await get_image() - assert ( - len(calls_to_file_response) == 1 - ), "FileResponse should be called exactly once" + assert len(calls_to_file_response) == 1, "FileResponse should be called exactly once" served_path = calls_to_file_response[0] - assert served_path != str( - custom_logo_path - ), "Should not attempt to serve a non-existent custom logo" - assert served_path.endswith( - "logo.jpg" - ), f"Expected fallback to default logo.jpg, got {served_path}" + assert served_path != str(custom_logo_path), "Should not attempt to serve a non-existent custom logo" + assert served_path.endswith("logo.jpg"), f"Expected fallback to default logo.jpg, got {served_path}" def test_get_config_normalizes_string_callbacks(monkeypatch): @@ -6133,9 +5876,7 @@ def test_get_config_normalizes_string_callbacks(monkeypatch): success_callbacks = [cb["name"] for cb in callbacks if cb.get("type") == "success"] failure_callbacks = [cb["name"] for cb in callbacks if cb.get("type") == "failure"] - success_and_failure_callbacks = [ - cb["name"] for cb in callbacks if cb.get("type") == "success_and_failure" - ] + success_and_failure_callbacks = [cb["name"] for cb in callbacks if cb.get("type") == "success_and_failure"] assert "langfuse" in success_callbacks assert len(failure_callbacks) == 0 @@ -6172,9 +5913,7 @@ def test_deep_merge_dicts_skips_none_and_empty_lists(monkeypatch): }, } - result = proxy_config._update_config_fields( - current_config, "general_settings", db_param_value - ) + result = proxy_config._update_config_fields(current_config, "general_settings", db_param_value) assert result["general_settings"]["max_parallel_requests"] == 10 assert result["general_settings"]["allowed_models"] == ["gpt-3.5-turbo", "gpt-4"] @@ -6241,9 +5980,7 @@ class TestInvitationEndpoints: ), ], ) - def test_invitation_endpoints_proxy_admin_success( - self, client_with_auth, endpoint, payload, mock_return - ): + def test_invitation_endpoints_proxy_admin_success(self, client_with_auth, endpoint, payload, mock_return): """Proxy admin can successfully create and delete invitations.""" with patch("litellm.proxy.proxy_server.prisma_client") as mock_prisma: mock_prisma.db.litellm_invitationlink = MagicMock() @@ -6258,9 +5995,7 @@ class TestInvitationEndpoints: mock_prisma.db.litellm_invitationlink.find_unique = AsyncMock( return_value={**mock_return, "created_by": "admin-user-id"} ) - mock_prisma.db.litellm_invitationlink.delete = AsyncMock( - return_value=mock_return - ) + mock_prisma.db.litellm_invitationlink.delete = AsyncMock(return_value=mock_return) response = client_with_auth.post(endpoint, json=payload) assert response.status_code == 200 @@ -6275,9 +6010,7 @@ class TestInvitationEndpoints: ("/invitation/delete", {"invitation_id": "inv-456"}), ], ) - def test_invitation_endpoints_non_admin_denied( - self, client_with_auth, endpoint, payload - ): + def test_invitation_endpoints_non_admin_denied(self, client_with_auth, endpoint, payload): """Non-admin users cannot access invitation endpoints.""" from litellm.proxy._types import LitellmUserRoles @@ -6332,9 +6065,7 @@ async def test_async_data_generator_cleanup_on_early_exit(): for chunk in mock_chunks: yield chunk - mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = ( - mock_streaming_iterator - ) + mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = mock_streaming_iterator mock_proxy_logging_obj.async_post_call_streaming_hook = AsyncMock( side_effect=lambda **kwargs: kwargs.get("response") ) @@ -6346,9 +6077,7 @@ async def test_async_data_generator_cleanup_on_early_exit(): with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): # Consume only the first chunk then abandon the generator (simulates client disconnect) - gen = async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ) + gen = async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data) first_chunk = await gen.__anext__() assert first_chunk.startswith("data: ") @@ -6401,19 +6130,12 @@ async def test_async_data_generator_uses_direct_stream_fast_path_without_callbac mock_proxy_logging_obj.post_call_failure_hook = AsyncMock() with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): - with patch.object( - ProxyLogging, "_fire_deferred_stream_logging" - ) as mock_deferred_logging: + with patch.object(ProxyLogging, "_fire_deferred_stream_logging") as mock_deferred_logging: yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert len([chunk for chunk in yielded_text if chunk.startswith("data: {")]) == 2 assert yielded_text[-1] == "data: [DONE]\n\n" mock_proxy_logging_obj.async_post_call_streaming_iterator_hook.assert_not_called() @@ -6466,18 +6188,13 @@ async def test_async_data_generator_preserves_non_raw_sse_like_bytes(): with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): with patch.object(ProxyLogging, "_fire_deferred_stream_logging"): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert yielded_text[0] == gemini_event.decode("utf-8") assert yielded_text[1] == gemini_event_without_terminator.decode("utf-8") + "\n\n" - assert yielded_text[2] == f'data: {raw_payload.decode("utf-8")}\n\n' + assert yielded_text[2] == f"data: {raw_payload.decode('utf-8')}\n\n" assert "b'data:" not in "".join(yielded_text) assert yielded_text[-1] == "data: [DONE]\n\n" @@ -6500,12 +6217,8 @@ async def test_async_data_generator_buffers_split_google_native_sse_json_frame() ) raw_chunks = [ payload[:2].encode("utf-8"), - payload[ - 2 : payload.index("thoughtSignature") + len('thoughtSignature": "abc') - ].encode("utf-8"), - payload[ - payload.index("thoughtSignature") + len('thoughtSignature": "abc') : - ].encode("utf-8"), + payload[2 : payload.index("thoughtSignature") + len('thoughtSignature": "abc')].encode("utf-8"), + payload[payload.index("thoughtSignature") + len('thoughtSignature": "abc') :].encode("utf-8"), ] class MockStream: @@ -6532,15 +6245,10 @@ async def test_async_data_generator_buffers_split_google_native_sse_json_frame() with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): with patch.object(ProxyLogging, "_fire_deferred_stream_logging"): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert yielded_text == [payload] for chunk in yielded_text: @@ -6586,15 +6294,10 @@ async def test_async_data_generator_flushes_raw_sse_stream_without_trailing_deli patch.object(ProxyLogging, "_fire_deferred_stream_logging"), ): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert len(yielded_text) == 1 assert yielded_text[0] == 'data: {"candidates": [{"content": "unterminated"}]\n\n' assert "[DONE]" not in yielded_text[0] @@ -6641,15 +6344,10 @@ async def test_async_data_generator_errors_when_raw_sse_frame_exceeds_buffer_lim patch.object(ProxyLogging, "_fire_deferred_stream_logging"), ): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert len(yielded_text) == 1 assert "maximum buffered size" in yielded_text[0] assert "[DONE]" not in yielded_text[0] @@ -6702,15 +6400,10 @@ async def test_async_data_generator_checks_raw_sse_buffer_limit_after_complete_f patch.object(ProxyLogging, "_fire_deferred_stream_logging"), ): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert yielded_text[0] == complete_frame assert yielded_text[1] == partial_frame + "\n\n" assert "[DONE]" not in "".join(yielded_text) @@ -6731,9 +6424,7 @@ async def test_async_data_generator_google_genai_stream_omits_openai_done(): "model": "gemini-2.0-flash", "_litellm_skip_openai_stream_done": True, } - gemini_event = ( - b'data: {"candidates": [{"content": {"parts": [{"text": "Hi"}]}}]}\n\n' - ) + gemini_event = b'data: {"candidates": [{"content": {"parts": [{"text": "Hi"}]}}]}\n\n' class MockStream: def __aiter__(self): @@ -6758,15 +6449,10 @@ async def test_async_data_generator_google_genai_stream_omits_openai_done(): with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): with patch.object(ProxyLogging, "_fire_deferred_stream_logging"): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert yielded_text == [gemini_event.decode("utf-8")] assert "[DONE]" not in "".join(yielded_text) @@ -6855,15 +6541,10 @@ async def test_async_data_generator_google_genai_stream_forwards_error_without_d with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): with patch.object(ProxyLogging, "_fire_deferred_stream_logging"): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) - yielded_text = [ - chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk - for chunk in yielded_data - ] + yielded_text = [chunk.decode("utf-8") if isinstance(chunk, bytes) else chunk for chunk in yielded_data] assert yielded_text == [error_sse] assert "[DONE]" not in "".join(yielded_text) @@ -6893,9 +6574,7 @@ async def test_async_data_generator_cleanup_on_normal_completion(): for chunk in mock_chunks: yield chunk - mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = ( - mock_streaming_iterator - ) + mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = mock_streaming_iterator mock_proxy_logging_obj.async_post_call_streaming_hook = AsyncMock( side_effect=lambda **kwargs: kwargs.get("response") ) @@ -6906,9 +6585,7 @@ async def test_async_data_generator_cleanup_on_normal_completion(): with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) # Should have completed normally with [DONE] @@ -6939,9 +6616,7 @@ async def test_async_data_generator_cleanup_on_midstream_error(): yield {"choices": [{"delta": {"content": "Hello"}}]} raise RuntimeError("upstream connection reset") - mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = ( - mock_streaming_iterator_with_error - ) + mock_proxy_logging_obj.async_post_call_streaming_iterator_hook = mock_streaming_iterator_with_error mock_proxy_logging_obj.async_post_call_streaming_hook = AsyncMock( side_effect=lambda **kwargs: kwargs.get("response") ) @@ -6952,9 +6627,7 @@ async def test_async_data_generator_cleanup_on_midstream_error(): with patch("litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging_obj): yielded_data = [] - async for data in async_data_generator( - mock_response, mock_user_api_key_dict, mock_request_data - ): + async for data in async_data_generator(mock_response, mock_user_api_key_dict, mock_request_data): yielded_data.append(data) # Should have yielded data chunk and then an error chunk @@ -7009,9 +6682,7 @@ async def test_update_general_settings_store_model_in_db_true(): patch("litellm.proxy.proxy_server.store_model_in_db", False) as mock_store, patch("litellm.proxy.proxy_server.general_settings", {}) as mock_gs, ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": True} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": True}) import litellm.proxy.proxy_server as ps @@ -7033,9 +6704,7 @@ async def test_update_general_settings_store_model_in_db_false(): patch("litellm.proxy.proxy_server.store_model_in_db", True), patch("litellm.proxy.proxy_server.general_settings", {}), ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": False} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": False}) import litellm.proxy.proxy_server as ps @@ -7116,9 +6785,7 @@ async def test_update_general_settings_store_model_in_db_string_normalization(): patch("litellm.proxy.proxy_server.store_model_in_db", False), patch("litellm.proxy.proxy_server.general_settings", {}), ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": "true"} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": "true"}) import litellm.proxy.proxy_server as ps assert ps.store_model_in_db is True @@ -7128,9 +6795,7 @@ async def test_update_general_settings_store_model_in_db_string_normalization(): patch("litellm.proxy.proxy_server.store_model_in_db", False), patch("litellm.proxy.proxy_server.general_settings", {}), ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": "True"} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": "True"}) import litellm.proxy.proxy_server as ps assert ps.store_model_in_db is True @@ -7140,9 +6805,7 @@ async def test_update_general_settings_store_model_in_db_string_normalization(): patch("litellm.proxy.proxy_server.store_model_in_db", True), patch("litellm.proxy.proxy_server.general_settings", {}), ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": "false"} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": "false"}) import litellm.proxy.proxy_server as ps assert ps.store_model_in_db is False @@ -7163,9 +6826,7 @@ async def test_update_general_settings_store_model_in_db_none_keeps_current(): patch("litellm.proxy.proxy_server.store_model_in_db", True), patch("litellm.proxy.proxy_server.general_settings", {}), ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": None} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": None}) import litellm.proxy.proxy_server as ps assert ps.store_model_in_db is True @@ -7175,9 +6836,7 @@ async def test_update_general_settings_store_model_in_db_none_keeps_current(): patch("litellm.proxy.proxy_server.store_model_in_db", False), patch("litellm.proxy.proxy_server.general_settings", {}), ): - await proxy_config._update_general_settings( - db_general_settings={"store_model_in_db": None} - ) + await proxy_config._update_general_settings(db_general_settings={"store_model_in_db": None}) import litellm.proxy.proxy_server as ps assert ps.store_model_in_db is False @@ -7197,12 +6856,11 @@ async def test_store_model_in_db_db_override_when_config_false(): # Mock DB returning store_model_in_db=True in general_settings mock_db_record = MagicMock() mock_db_record.param_value = {"store_model_in_db": True} - mock_prisma_client.db.litellm_config.find_first = AsyncMock( - return_value=mock_db_record - ) + mock_prisma_client.db.litellm_config.find_first = AsyncMock(return_value=mock_db_record) mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() with ( @@ -7245,6 +6903,7 @@ async def test_store_model_in_db_db_check_skipped_when_already_true(monkeypatch) mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() with ( @@ -7283,12 +6942,11 @@ async def test_store_model_in_db_db_failure_graceful(monkeypatch): mock_prisma_client = MagicMock() # Simulate DB failure - mock_prisma_client.db.litellm_config.find_first = AsyncMock( - side_effect=Exception("DB connection error") - ) + mock_prisma_client.db.litellm_config.find_first = AsyncMock(side_effect=Exception("DB connection error")) mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() with ( @@ -7423,9 +7081,7 @@ async def test_increment_spend_counters_initializes_and_increments(): ) # Counter should be: base(5.0) + increment(0.50) = 5.50 - counter = counter_cache.in_memory_cache.get_cache( - key=f"spend:key:{hashed_token}" - ) + counter = counter_cache.in_memory_cache.get_cache(key=f"spend:key:{hashed_token}") assert counter == 5.50 # Second increment — counter already exists, just increment @@ -7436,9 +7092,7 @@ async def test_increment_spend_counters_initializes_and_increments(): response_cost=0.25, ) - counter = counter_cache.in_memory_cache.get_cache( - key=f"spend:key:{hashed_token}" - ) + counter = counter_cache.in_memory_cache.get_cache(key=f"spend:key:{hashed_token}") assert counter == 5.75 finally: ps.user_api_key_cache = original_key_cache @@ -7484,9 +7138,7 @@ async def test_increment_spend_counters_team_and_member(): team_counter = counter_cache.in_memory_cache.get_cache(key="spend:team:team-1") assert team_counter == 2.30 - member_counter = counter_cache.in_memory_cache.get_cache( - key="spend:team_member:user-1:team-1" - ) + member_counter = counter_cache.in_memory_cache.get_cache(key="spend:team_member:user-1:team-1") assert member_counter == 1.30 finally: ps.user_api_key_cache = original_key_cache @@ -7544,14 +7196,10 @@ async def test_init_and_increment_spend_counter_reseeds_from_db_on_counter_miss( increment=1.5, ) - fake_prisma.db.litellm_teamtable.find_unique.assert_awaited_once_with( - where={"team_id": "team-9"} - ) + fake_prisma.db.litellm_teamtable.find_unique.assert_awaited_once_with(where={"team_id": "team-9"}) # Seed uses SET NX with db_spend (42) — cross-pod safe, no INCR of 42. # Only the per-request delta (1.5) goes through INCRBYFLOAT. - fake_redis.async_set_cache.assert_awaited_once_with( - key="spend:team:team-9", value=42.0, nx=True - ) + fake_redis.async_set_cache.assert_awaited_once_with(key="spend:team:team-9", value=42.0, nx=True) writes = [(c["key"], c["value"]) for c in recorded_increments] assert writes == [("spend:team:team-9", 1.5)] finally: @@ -7620,9 +7268,7 @@ async def test_primary_spend_counter_redis_concurrent_seed_does_not_double_seed( return row fake_prisma = MagicMock() - fake_prisma.db.litellm_teamtable.find_unique = AsyncMock( - side_effect=slow_find_unique - ) + fake_prisma.db.litellm_teamtable.find_unique = AsyncMock(side_effect=slow_find_unique) pod_a = DualCache() pod_a.redis_cache = fake_redis @@ -7655,11 +7301,7 @@ async def test_primary_spend_counter_redis_concurrent_seed_does_not_double_seed( # (winner) and one was rejected (loser). assert db_read_count == 2 assert fake_redis.async_set_cache.await_count == 2 - nx_writes = [ - call - for call in fake_redis.async_set_cache.await_args_list - if call.kwargs.get("nx") is True - ] + nx_writes = [call for call in fake_redis.async_set_cache.await_args_list if call.kwargs.get("nx") is True] assert len(nx_writes) == 2 assert sorted(set_results) == [ False, @@ -7668,9 +7310,7 @@ async def test_primary_spend_counter_redis_concurrent_seed_does_not_double_seed( # Loser path executed: after the winner's SET NX returned True, the # losing coalesced() call falls back to async_get_cache to read the # winner's value rather than re-seeding. - assert ( - get_after_set_count >= 1 - ), "loser branch (else: read back winner's value) was never exercised" + assert get_after_set_count >= 1, "loser branch (else: read back winner's value) was never exercised" @pytest.mark.asyncio @@ -7692,14 +7332,10 @@ async def test_reseed_spend_from_db_user_and_org_prefixes(): fake_prisma.db.litellm_usertable.find_unique = AsyncMock(return_value=user_row) fake_prisma.db.litellm_endusertable.find_unique = AsyncMock() fake_prisma.db.litellm_tagtable.find_unique = AsyncMock() - fake_prisma.db.litellm_organizationtable.find_unique = AsyncMock( - return_value=org_row - ) + fake_prisma.db.litellm_organizationtable.find_unique = AsyncMock(return_value=org_row) assert await SpendCounterReseed.from_db(fake_prisma, "spend:user:alice") == 17.0 - fake_prisma.db.litellm_usertable.find_unique.assert_awaited_once_with( - where={"user_id": "alice"} - ) + fake_prisma.db.litellm_usertable.find_unique.assert_awaited_once_with(where={"user_id": "alice"}) assert ( await SpendCounterReseed.from_db( @@ -7714,9 +7350,7 @@ async def test_reseed_spend_from_db_user_and_org_prefixes(): fake_prisma.db.litellm_tagtable.find_unique.assert_not_awaited() assert await SpendCounterReseed.from_db(fake_prisma, "spend:org:acme") == 305.0 - fake_prisma.db.litellm_organizationtable.find_unique.assert_awaited_once_with( - where={"organization_id": "acme"} - ) + fake_prisma.db.litellm_organizationtable.find_unique.assert_awaited_once_with(where={"organization_id": "acme"}) @pytest.mark.asyncio @@ -7730,14 +7364,8 @@ async def test_reseed_spend_from_db_skips_window_variant_keys(): fake_prisma.db.litellm_verificationtoken.find_unique = AsyncMock() fake_prisma.db.litellm_teamtable.find_unique = AsyncMock() - assert ( - await SpendCounterReseed.from_db(fake_prisma, "spend:key:sk-abc:window:1h") - is None - ) - assert ( - await SpendCounterReseed.from_db(fake_prisma, "spend:team:team-1:window:1d") - is None - ) + assert await SpendCounterReseed.from_db(fake_prisma, "spend:key:sk-abc:window:1h") is None + assert await SpendCounterReseed.from_db(fake_prisma, "spend:team:team-1:window:1d") is None fake_prisma.db.litellm_verificationtoken.find_unique.assert_not_awaited() fake_prisma.db.litellm_teamtable.find_unique.assert_not_awaited() @@ -7773,9 +7401,7 @@ async def test_window_spend_counter_reseeds_from_spend_logs_on_counter_miss(): where={"api_key": "key-window", "startTime": {"gte": window_start}}, sum={"spend": True}, ) - assert counter_cache.in_memory_cache.get_cache( - key="spend:key:key-window:window:1h" - ) == pytest.approx(2.75) + assert counter_cache.in_memory_cache.get_cache(key="spend:key:key-window:window:1h") == pytest.approx(2.75) finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -7830,14 +7456,10 @@ async def test_init_spend_counter_redis_clean_miss_skips_stale_in_memory(): increment=1.5, ) - fake_prisma.db.litellm_teamtable.find_unique.assert_awaited_once_with( - where={"team_id": "team-stale-local"} - ) + fake_prisma.db.litellm_teamtable.find_unique.assert_awaited_once_with(where={"team_id": "team-stale-local"}) # Seed via SET NX (42) + delta via INCRBYFLOAT (1.5) = 43.5. assert redis_store[counter_key] == pytest.approx(43.5) - assert counter_cache.in_memory_cache.get_cache( - key=counter_key - ) == pytest.approx(43.5) + assert counter_cache.in_memory_cache.get_cache(key=counter_key) == pytest.approx(43.5) finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -7900,9 +7522,7 @@ async def test_window_spend_counter_redis_clean_miss_skips_stale_in_memory(): sum={"spend": True}, ) assert redis_store[counter_key] == pytest.approx(2.75) - assert counter_cache.in_memory_cache.get_cache( - key=counter_key - ) == pytest.approx(2.75) + assert counter_cache.in_memory_cache.get_cache(key=counter_key) == pytest.approx(2.75) finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -7938,9 +7558,7 @@ async def test_window_spend_counter_redis_concurrent_seed_does_not_double_seed() fake_prisma = MagicMock() fake_prisma.db.litellm_spendlogs.group_by = AsyncMock( - return_value=[ - {"api_key": "key-window-concurrent-seed", "_sum": {"spend": 2.25}} - ] + return_value=[{"api_key": "key-window-concurrent-seed", "_sum": {"spend": 2.25}}] ) import litellm.proxy.proxy_server as ps @@ -7963,9 +7581,7 @@ async def test_window_spend_counter_redis_concurrent_seed_does_not_double_seed() nx=True, ) assert redis_store[counter_key] == pytest.approx(3.25) - assert counter_cache.in_memory_cache.get_cache( - key=counter_key - ) == pytest.approx(3.25) + assert counter_cache.in_memory_cache.get_cache(key=counter_key) == pytest.approx(3.25) finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -7991,12 +7607,7 @@ async def test_window_spend_counter_skips_invalid_window_start(): increment=0.5, ) - assert ( - counter_cache.in_memory_cache.get_cache( - key="spend:key:key-invalid-window:window:not-a-duration" - ) - is None - ) + assert counter_cache.in_memory_cache.get_cache(key="spend:key:key-invalid-window:window:not-a-duration") is None finally: ps.spend_counter_cache = orig_counter @@ -8078,9 +7689,9 @@ async def test_increment_spend_counters_finalizes_after_unreserved_increments(): assert incremented_counters == ["spend:team:team-finalize-after-increments"] assert budget_reservation["finalized"] is True - assert counter_cache.in_memory_cache.get_cache( - key="spend:key:key-finalize-after-increments" - ) == pytest.approx(0.25) + assert counter_cache.in_memory_cache.get_cache(key="spend:key:key-finalize-after-increments") == pytest.approx( + 0.25 + ) finally: ps.spend_counter_cache = orig_counter ps.user_api_key_cache = orig_user @@ -8124,9 +7735,7 @@ async def test_increment_spend_counters_finalizes_none_cost_reservation(): ) assert budget_reservation["finalized"] is True - assert counter_cache.in_memory_cache.get_cache( - key="spend:key:key-finalize-none-cost" - ) == pytest.approx(0.0) + assert counter_cache.in_memory_cache.get_cache(key="spend:key:key-finalize-none-cost") == pytest.approx(0.0) finally: ps.spend_counter_cache = orig_counter @@ -8176,9 +7785,7 @@ async def test_increment_spend_counters_reseeds_from_db_on_bad_reserved_counter( assert budget_reservation["finalized"] is True # counter reseeded to the authoritative DB value, not deleted/left None # and not double-counted via a direct increment - assert counter_cache.in_memory_cache.get_cache( - key="spend:key:key-bad-reserved-counter" - ) == pytest.approx(0.6) + assert counter_cache.in_memory_cache.get_cache(key="spend:key:key-bad-reserved-counter") == pytest.approx(0.6) finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -8207,12 +7814,8 @@ async def test_increment_spend_counter_invalidates_stale_cache_on_redis_failure( increment=0.5, ) - assert ( - counter_cache.in_memory_cache.get_cache(key="spend:team:redis-fail") is None - ) - fake_redis.async_delete_cache.assert_awaited_once_with( - key="spend:team:redis-fail" - ) + assert counter_cache.in_memory_cache.get_cache(key="spend:team:redis-fail") is None + fake_redis.async_delete_cache.assert_awaited_once_with(key="spend:team:redis-fail") finally: ps.spend_counter_cache = orig_counter @@ -8258,16 +7861,13 @@ async def test_get_current_spend_reseeds_from_db_when_counter_missing(): fallback_spend=30.0, ) assert spend == 362.0, ( - f"expected DB reseed to return 362.0, got {spend} " - f"(fallback would have returned 30.0 and caused bypass)" + f"expected DB reseed to return 362.0, got {spend} (fallback would have returned 30.0 and caused bypass)" ) # Counter warmed via SET NX so subsequent reads are fast. assert ("spend:team_member:user-1:team-1", 362.0, True) in [ (s["key"], s["value"], s["nx"]) for s in recorded_seeds ] - assert counter_cache.in_memory_cache.get_cache( - key="spend:team_member:user-1:team-1" - ) == pytest.approx(362.0) + assert counter_cache.in_memory_cache.get_cache(key="spend:team_member:user-1:team-1") == pytest.approx(362.0) finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -8352,9 +7952,7 @@ async def test_get_current_spend_coalesces_concurrent_reseeds(): counter_cache.redis_cache = fake_redis fake_prisma = MagicMock() - fake_prisma.db.litellm_teammembership.find_unique = AsyncMock( - side_effect=slow_find_unique - ) + fake_prisma.db.litellm_teammembership.find_unique = AsyncMock(side_effect=slow_find_unique) import litellm.proxy.proxy_server as ps @@ -8363,15 +7961,10 @@ async def test_get_current_spend_coalesces_concurrent_reseeds(): ps.prisma_client = fake_prisma try: results = await _asyncio.gather( - *[ - get_current_spend(counter_key=counter_key, fallback_spend=0.0) - for _ in range(5) - ] + *[get_current_spend(counter_key=counter_key, fallback_spend=0.0) for _ in range(5)] ) assert results == [100.0] * 5, f"all callers should see DB value, got {results}" - assert ( - db_call_count == 1 - ), f"expected exactly 1 DB query for 5 concurrent reseeds, got {db_call_count}" + assert db_call_count == 1, f"expected exactly 1 DB query for 5 concurrent reseeds, got {db_call_count}" finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -8408,9 +8001,7 @@ async def test_get_current_spend_uses_db_zero_over_stale_fallback(): counter_key="spend:team_member:user-1:team-after-reset", fallback_spend=42.0, ) - assert ( - spend == 0.0 - ), f"DB authoritative 0 must override stale fallback 42, got {spend}" + assert spend == 0.0, f"DB authoritative 0 must override stale fallback 42, got {spend}" finally: ps.spend_counter_cache = orig_counter ps.prisma_client = orig_prisma @@ -8468,9 +8059,7 @@ async def test_concurrent_read_and_write_paths_share_one_db_query(): counter_cache.redis_cache = fake_redis fake_prisma = MagicMock() - fake_prisma.db.litellm_teammembership.find_unique = AsyncMock( - side_effect=slow_find_unique - ) + fake_prisma.db.litellm_teammembership.find_unique = AsyncMock(side_effect=slow_find_unique) import litellm.proxy.proxy_server as ps @@ -8492,9 +8081,7 @@ async def test_concurrent_read_and_write_paths_share_one_db_query(): ), get_current_spend(counter_key=counter_key, fallback_spend=0.0), ) - assert ( - db_call_count == 1 - ), f"expected 1 DB query for concurrent read+write+read, got {db_call_count}" + assert db_call_count == 1, f"expected 1 DB query for concurrent read+write+read, got {db_call_count}" # Read-path callers see the warmed counter; the write path's # increment may or may not have landed by then, so accept either # the seeded value or seeded+increment. @@ -8530,9 +8117,7 @@ async def test_reseed_locks_dict_is_bounded(): try: for i in range(7): await SpendCounterReseed._get_lock(f"spend:key:test-key-{i}") - assert ( - len(SpendCounterReseed._locks) == 5 - ), f"got {len(SpendCounterReseed._locks)}" + assert len(SpendCounterReseed._locks) == 5, f"got {len(SpendCounterReseed._locks)}" # Oldest two evicted assert "spend:key:test-key-0" not in SpendCounterReseed._locks assert "spend:key:test-key-1" not in SpendCounterReseed._locks @@ -8589,9 +8174,7 @@ async def test_reseed_warms_cache_even_on_zero_db_spend(): return row fake_prisma = MagicMock() - fake_prisma.db.litellm_teammembership.find_unique = AsyncMock( - side_effect=find_unique - ) + fake_prisma.db.litellm_teammembership.find_unique = AsyncMock(side_effect=find_unique) import litellm.proxy.proxy_server as ps @@ -8604,9 +8187,7 @@ async def test_reseed_warms_cache_even_on_zero_db_spend(): # Second call: cache should be warmed at 0, no second DB query. spend2 = await get_current_spend(counter_key=counter_key, fallback_spend=0.0) assert spend1 == 0.0 and spend2 == 0.0 - assert ( - db_call_count == 1 - ), f"second read should hit warmed cache, got {db_call_count} DB queries" + assert db_call_count == 1, f"second read should hit warmed cache, got {db_call_count} DB queries" assert redis_store.get(counter_key) == 0.0, "cache must be warmed at 0" finally: ps.spend_counter_cache = orig_counter @@ -8669,9 +8250,7 @@ def _update_config_setup(monkeypatch): def _install(initial_rows=None, store_model_in_db=True): prisma = _FakePrismaClient(initial_rows=initial_rows) monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", prisma) - monkeypatch.setattr( - "litellm.proxy.proxy_server.store_model_in_db", store_model_in_db - ) + monkeypatch.setattr("litellm.proxy.proxy_server.store_model_in_db", store_model_in_db) monkeypatch.setattr( "litellm.proxy.proxy_server.encrypt_value_helper", lambda value, **_: f"enc:{value}", @@ -8682,9 +8261,7 @@ def _update_config_setup(monkeypatch): ) from litellm.proxy.proxy_server import proxy_config as real_proxy_config - monkeypatch.setattr( - real_proxy_config, "add_deployment", AsyncMock(return_value=None) - ) + monkeypatch.setattr(real_proxy_config, "add_deployment", AsyncMock(return_value=None)) original_overrides = app.dependency_overrides.copy() app.dependency_overrides[auth_dep] = lambda: UserAPIKeyAuth( @@ -8719,19 +8296,13 @@ def test_update_config_writes_only_sent_section(_update_config_setup): assert resp.status_code == 200 written = {name for name, _ in prisma.db.litellm_config.upsert_calls} assert written == {"general_settings"} - assert prisma.db.litellm_config.rows["litellm_settings"] == { - "drop_params": True - } - assert prisma.db.litellm_config.rows["environment_variables"] == { - "FOO": "enc:bar" - } + assert prisma.db.litellm_config.rows["litellm_settings"] == {"drop_params": True} + assert prisma.db.litellm_config.rows["environment_variables"] == {"FOO": "enc:bar"} finally: restore() -def test_update_config_env_var_round_trip_not_double_encrypted( - _update_config_setup, monkeypatch -): +def test_update_config_env_var_round_trip_not_double_encrypted(_update_config_setup, monkeypatch): """Endpoint-level regression for the /config/update double-encryption bug. The Admin UI reads config back via /get/config/callbacks (which returns @@ -8744,16 +8315,12 @@ def test_update_config_env_var_round_trip_not_double_encrypted( code this stored "enc:enc:..."; the assertions below would fail there. """ - def _fake_decrypt( - value, key=None, exception_type="error", return_original_value=False - ): + def _fake_decrypt(value, key=None, exception_type="error", return_original_value=False): if isinstance(value, str) and value.startswith("enc:"): return value[len("enc:") :] return value if return_original_value else None - monkeypatch.setattr( - "litellm.proxy.proxy_server.decrypt_value_helper", _fake_decrypt - ) + monkeypatch.setattr("litellm.proxy.proxy_server.decrypt_value_helper", _fake_decrypt) client, prisma, restore = _update_config_setup( initial_rows={"environment_variables": {"PREEXISTING_KEY": "enc:keepme"}} @@ -8771,21 +8338,14 @@ def test_update_config_env_var_round_trip_not_double_encrypted( # UI round-trip: re-POST the stored ciphertext (no field change). resp = client.post( "/config/update", - json={ - "environment_variables": { - "LANGFUSE_SECRET_KEY": stored["LANGFUSE_SECRET_KEY"] - } - }, + json={"environment_variables": {"LANGFUSE_SECRET_KEY": stored["LANGFUSE_SECRET_KEY"]}}, ) assert resp.status_code == 200 stored = prisma.db.litellm_config.rows["environment_variables"] # The bug: this would be "enc:enc:sk-secret". The fix keeps it single. assert stored["LANGFUSE_SECRET_KEY"] == "enc:sk-secret" - assert ( - _fake_decrypt(stored["LANGFUSE_SECRET_KEY"], return_original_value=True) - == "sk-secret" - ) + assert _fake_decrypt(stored["LANGFUSE_SECRET_KEY"], return_original_value=True) == "sk-secret" # Untouched key preserved byte-for-byte (only sent keys rewritten). assert stored["PREEXISTING_KEY"] == "enc:keepme" @@ -8800,14 +8360,9 @@ def test_update_config_can_flip_store_model_in_db_when_currently_false( False, blocking the very request that would flip it to True.""" client, prisma, restore = _update_config_setup(store_model_in_db=False) try: - resp = client.post( - "/config/update", json={"general_settings": {"store_model_in_db": True}} - ) + resp = client.post("/config/update", json={"general_settings": {"store_model_in_db": True}}) assert resp.status_code == 200 - assert ( - prisma.db.litellm_config.rows["general_settings"]["store_model_in_db"] - is True - ) + assert prisma.db.litellm_config.rows["general_settings"]["store_model_in_db"] is True finally: restore() @@ -8840,9 +8395,7 @@ def test_update_config_litellm_settings_request_wins_for_non_callback_keys( } ) try: - resp = client.post( - "/config/update", json={"litellm_settings": {"drop_params": False}} - ) + resp = client.post("/config/update", json={"litellm_settings": {"drop_params": False}}) assert resp.status_code == 200 stored = prisma.db.litellm_config.rows["litellm_settings"] assert stored["drop_params"] is False @@ -8938,9 +8491,7 @@ class TestLazyFeaturesNotImportedAtStartup: from litellm.proxy._lazy_features import LAZY_FEATURES - proxy_server_src = ( - Path(__file__).resolve().parents[3] / "litellm/proxy/proxy_server.py" - ).read_text() + proxy_server_src = (Path(__file__).resolve().parents[3] / "litellm/proxy/proxy_server.py").read_text() leaks = [] for feat in LAZY_FEATURES: @@ -9045,9 +8596,7 @@ class TestLazyFeatureMiddleware: ("/api/v1", "/api/v1/unrelated", False, "unrelated path under root"), ], ) - async def test_root_path_handling( - self, monkeypatch, server_root_path, request_path, should_load, case - ): + async def test_root_path_handling(self, monkeypatch, server_root_path, request_path, should_load, case): """ The middleware must strip SERVER_ROOT_PATH before prefix-matching so lazy features load under deployments that set a server root path, @@ -9157,9 +8706,7 @@ class TestLazyFeatureMiddleware: ) await asyncio.gather(hit(), hit(), hit(), hit(), hit()) - assert loads == [ - "json" - ], f"expected one registration despite concurrent first hits, got {loads}" + assert loads == ["json"], f"expected one registration despite concurrent first hits, got {loads}" @pytest.mark.asyncio async def test_failing_import_does_not_loop(self): @@ -9209,9 +8756,9 @@ class TestLazyFeatureMiddleware: receive, send, ) - assert attempts == [ - "called" - ], f"failing register_fn should be invoked once, not on every request; got {attempts}" + assert attempts == ["called"], ( + f"failing register_fn should be invoked once, not on every request; got {attempts}" + ) @pytest.mark.asyncio @@ -9279,9 +8826,7 @@ async def test_get_current_spend_redis_error_falls_back_to_in_memory(): counter_cache.redis_cache = fake_redis fake_prisma = MagicMock() - fake_prisma.db.litellm_teammembership.find_unique = AsyncMock( - return_value=MagicMock(spend=999.0) - ) + fake_prisma.db.litellm_teammembership.find_unique = AsyncMock(return_value=MagicMock(spend=999.0)) import litellm.proxy.proxy_server as ps @@ -9291,8 +8836,7 @@ async def test_get_current_spend_redis_error_falls_back_to_in_memory(): try: spend = await get_current_spend(counter_key=counter_key, fallback_spend=0.0) assert spend == 42.0, ( - f"expected in-memory fallback 42.0 on Redis error, got {spend} " - f"(should not have hit DB when Redis errored)" + f"expected in-memory fallback 42.0 on Redis error, got {spend} (should not have hit DB when Redis errored)" ) # DB query should NOT have fired - in-memory short-circuits. fake_prisma.db.litellm_teammembership.find_unique.assert_not_awaited() @@ -9315,9 +8859,7 @@ def test_realtime_websocket_route_aliases_registered(): from litellm.proxy.proxy_server import app from litellm.types.utils import API_ROUTE_TO_CALL_TYPES, CallTypes - websocket_paths = { - route.path for route in app.routes if isinstance(route, WebSocketRoute) - } + websocket_paths = {route.path for route in app.routes if isinstance(route, WebSocketRoute)} openai_routes = LiteLLMRoutes.openai_routes.value for expected in ("/openai/v1/realtime", "/v1/realtime", "/realtime"): @@ -9329,9 +8871,7 @@ def test_realtime_websocket_route_aliases_registered(): f"{expected!r} missing from LiteLLMRoutes.openai_routes; " f"non-admin / team / key-scoped users will get 403 on this path." ) - assert tuple(API_ROUTE_TO_CALL_TYPES.get(expected) or ()) == ( - CallTypes.arealtime, - ), ( + assert tuple(API_ROUTE_TO_CALL_TYPES.get(expected) or ()) == (CallTypes.arealtime,), ( f"{expected!r} missing from API_ROUTE_TO_CALL_TYPES; call-type " f"resolution will return None and break call-type-aware features." ) @@ -9381,8 +8921,7 @@ class TestTransformRequestBannedParams: }, ) assert response.status_code == 400, ( - f"Expected 400 for banned param '{banned}', " - f"got {response.status_code}: {response.json()}" + f"Expected 400 for banned param '{banned}', got {response.status_code}: {response.json()}" ) @@ -9408,13 +8947,8 @@ class TestSortModelsByDisplayName: {"model_name": "gpt-4o", "model_info": {}}, ] - sorted_models = _sort_models( - all_models=models, sort_by="model_name", sort_order="asc" - ) - displayed_order = [ - m["model_info"].get("team_public_model_name") or m["model_name"] - for m in sorted_models - ] + sorted_models = _sort_models(all_models=models, sort_by="model_name", sort_order="asc") + displayed_order = [m["model_info"].get("team_public_model_name") or m["model_name"] for m in sorted_models] assert displayed_order == [ "anthropic/claude", "claude-haiku-4-5", @@ -9433,13 +8967,8 @@ class TestSortModelsByDisplayName: {"model_name": "gpt-4o", "model_info": {}}, ] - sorted_models = _sort_models( - all_models=models, sort_by="model_name", sort_order="desc" - ) - displayed_order = [ - m["model_info"].get("team_public_model_name") or m["model_name"] - for m in sorted_models - ] + sorted_models = _sort_models(all_models=models, sort_by="model_name", sort_order="desc") + displayed_order = [m["model_info"].get("team_public_model_name") or m["model_name"] for m in sorted_models] assert displayed_order == [ "zeta/model", "gpt-4o", @@ -9457,9 +8986,7 @@ class TestSortModelsByDisplayName: {"model_name": "beta", "model_info": {}}, ] - sorted_models = _sort_models( - all_models=models, sort_by="model_name", sort_order="asc" - ) + sorted_models = _sort_models(all_models=models, sort_by="model_name", sort_order="asc") assert [m["model_name"] for m in sorted_models] == ["alpha", "beta"] @@ -9481,9 +9008,7 @@ class TestDeleteDeploymentSync: mock_router.delete_deployment.return_value = MagicMock() with patch("litellm.proxy.proxy_server.llm_router", mock_router): - with patch.object( - proxy_config, "get_config", AsyncMock(return_value={"model_list": []}) - ): + with patch.object(proxy_config, "get_config", AsyncMock(return_value={"model_list": []})): still_desired = await proxy_config._delete_deployment(db_models=[]) mock_router.delete_deployment.assert_called_once_with(id="model-id-to-evict") @@ -9507,9 +9032,7 @@ class TestDeleteDeploymentSync: with patch("litellm.proxy.proxy_server.llm_router", mock_router): with patch.object(proxy_config, "get_config", AsyncMock(return_value={})): - await proxy_config._update_llm_router( - new_models=None, proxy_logging_obj=MagicMock() - ) + await proxy_config._update_llm_router(new_models=None, proxy_logging_obj=MagicMock()) mock_router.delete_deployment.assert_not_called() mock_router.upsert_deployment.assert_not_called() @@ -9526,15 +9049,11 @@ class TestDeleteDeploymentSync: proxy_config = ProxyConfig() mock_prisma = MagicMock() - mock_prisma.db.litellm_proxymodeltable.find_many = AsyncMock( - side_effect=Exception("DB connection lost") - ) + mock_prisma.db.litellm_proxymodeltable.find_many = AsyncMock(side_effect=Exception("DB connection lost")) result = await proxy_config._get_models_from_db(prisma_client=mock_prisma) - assert ( - result is None - ), f"Expected None on DB failure to signal fetch error, got {result!r}" + assert result is None, f"Expected None on DB failure to signal fetch error, got {result!r}" def test_get_config_list_includes_cancel_on_disconnect(monkeypatch): @@ -9816,9 +9335,18 @@ def test_general_settings_ui_defaults_unchanged_for_existing_fields(): _general_settings_ui_litellm_default, ) - assert _general_settings_ui_litellm_default(_GENERAL_SETTINGS_UI_LITELLM_FIELDS["budget_exceeded_throttle_percentage"]) is None - assert _general_settings_ui_litellm_default(_GENERAL_SETTINGS_UI_LITELLM_FIELDS["enable_anthropic_prompt_caching"]) is False - assert _general_settings_ui_litellm_default(_GENERAL_SETTINGS_UI_LITELLM_FIELDS["anthropic_prompt_caching_ttl"]) is None + assert ( + _general_settings_ui_litellm_default(_GENERAL_SETTINGS_UI_LITELLM_FIELDS["budget_exceeded_throttle_percentage"]) + is None + ) + assert ( + _general_settings_ui_litellm_default(_GENERAL_SETTINGS_UI_LITELLM_FIELDS["enable_anthropic_prompt_caching"]) + is False + ) + assert ( + _general_settings_ui_litellm_default(_GENERAL_SETTINGS_UI_LITELLM_FIELDS["anthropic_prompt_caching_ttl"]) + is None + ) @pytest.mark.parametrize( @@ -10084,16 +9612,10 @@ def test_preserve_redacted_plugin_keys_keeps_stored_credential(): existing = [{"name": "p1", "url": "https://p1", "plugin_key": "sk-real-1"}] - redacted = _preserve_redacted_plugin_keys( - [{"name": "p1", "url": "https://p1-new", "plugin_key": "***"}], existing - ) - assert redacted == [ - {"name": "p1", "url": "https://p1-new", "plugin_key": "sk-real-1"} - ] + redacted = _preserve_redacted_plugin_keys([{"name": "p1", "url": "https://p1-new", "plugin_key": "***"}], existing) + assert redacted == [{"name": "p1", "url": "https://p1-new", "plugin_key": "sk-real-1"}] - blanked = _preserve_redacted_plugin_keys( - [{"name": "p1", "url": "https://p1", "plugin_key": ""}], existing - ) + blanked = _preserve_redacted_plugin_keys([{"name": "p1", "url": "https://p1", "plugin_key": ""}], existing) assert blanked[0]["plugin_key"] == "sk-real-1" @@ -10103,14 +9625,10 @@ def test_preserve_redacted_plugin_keys_sets_new_and_drops_orphan_placeholder(): existing = [{"name": "p1", "url": "https://p1", "plugin_key": "sk-real-1"}] - rotated = _preserve_redacted_plugin_keys( - [{"name": "p1", "url": "https://p1", "plugin_key": "sk-new"}], existing - ) + rotated = _preserve_redacted_plugin_keys([{"name": "p1", "url": "https://p1", "plugin_key": "sk-new"}], existing) assert rotated[0]["plugin_key"] == "sk-new" - new_plugin = _preserve_redacted_plugin_keys( - [{"name": "p2", "url": "https://p2", "plugin_key": "***"}], existing - ) + new_plugin = _preserve_redacted_plugin_keys([{"name": "p2", "url": "https://p2", "plugin_key": "***"}], existing) assert "plugin_key" not in new_plugin[0] @@ -10143,9 +9661,7 @@ def _config_field_info_client(monkeypatch, user_role): mock_prisma = MagicMock() mock_prisma.db = types.SimpleNamespace(litellm_config=mock_config_table) monkeypatch.setattr(ps, "prisma_client", mock_prisma) - app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth( - user_id="u", user_role=user_role - ) + app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth(user_id="u", user_role=user_role) return TestClient(app) @@ -10156,9 +9672,7 @@ def test_config_field_info_redacts_secrets_for_view_only_admin(monkeypatch): is not a FULL PROXY_ADMIN, while non-secret fields stay readable.""" from litellm.proxy._types import LitellmUserRoles - client = _config_field_info_client( - monkeypatch, LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY - ) + client = _config_field_info_client(monkeypatch, LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY) try: for secret_field in ("master_key", "database_url", "pass_through_endpoints"): resp = client.get("/config/field/info", params={"field_name": secret_field}) @@ -10168,9 +9682,7 @@ def test_config_field_info_redacts_secrets_for_view_only_admin(monkeypatch): assert "secret" not in str(body["field_value"]) assert "p4ssw0rd" not in str(body["field_value"]) - resp = client.get( - "/config/field/info", params={"field_name": "max_parallel_requests"} - ) + resp = client.get("/config/field/info", params={"field_name": "max_parallel_requests"}) assert resp.status_code == 200, resp.text assert resp.json()["field_value"] == 100 finally: @@ -10188,14 +9700,9 @@ def test_config_field_info_returns_raw_secrets_for_full_admin(monkeypatch): assert resp.status_code == 200, resp.text assert resp.json()["field_value"] == "sk-super-secret-master" - resp = client.get( - "/config/field/info", params={"field_name": "pass_through_endpoints"} - ) + resp = client.get("/config/field/info", params={"field_name": "pass_through_endpoints"}) assert resp.status_code == 200, resp.text - assert ( - resp.json()["field_value"][0]["headers"]["Authorization"] - == "Bearer sk-upstream-secret" - ) + assert resp.json()["field_value"][0]["headers"]["Authorization"] == "Bearer sk-upstream-secret" finally: app.dependency_overrides.clear() @@ -10437,9 +9944,7 @@ async def test_delete_config_general_settings_emits_deleted_audit_log(monkeypatc user_role=LitellmUserRoles.PROXY_ADMIN, ) await delete_config_general_settings( - data=ConfigFieldDelete( - field_name="max_parallel_requests", config_type="general_settings" - ), + data=ConfigFieldDelete(field_name="max_parallel_requests", config_type="general_settings"), user_api_key_dict=admin, ) # Audit is scheduled via asyncio.create_task; yield so it runs. @@ -10462,9 +9967,7 @@ def test_update_config_audits_every_written_section(_update_config_setup, monkey is the row that holds default_internal_user_params ("default user settings").""" import litellm.proxy.proxy_server as proxy_server_module - client, prisma, restore = _update_config_setup( - initial_rows={"litellm_settings": {"drop_params": True}} - ) + client, prisma, restore = _update_config_setup(initial_rows={"litellm_settings": {"drop_params": True}}) audit_create = AsyncMock() prisma.db.litellm_auditlog.create = audit_create monkeypatch.setattr(proxy_server_module, "premium_user", True) @@ -10475,17 +9978,14 @@ def test_update_config_audits_every_written_section(_update_config_setup, monkey json={ "general_settings": {"store_prompts_in_spend_logs": True}, "environment_variables": {"FOO": "bar"}, - "litellm_settings": { - "default_internal_user_params": {"max_budget": 10} - }, + "litellm_settings": {"default_internal_user_params": {"max_budget": 10}}, "router_settings": {"routing_strategy": "latency-based-routing"}, }, ) assert resp.status_code == 200, resp.text audited = { - call.kwargs["data"]["object_id"]: call.kwargs["data"]["action"] - for call in audit_create.await_args_list + call.kwargs["data"]["object_id"]: call.kwargs["data"]["action"] for call in audit_create.await_args_list } assert audited == { "general_settings": "updated", @@ -10497,20 +9997,14 @@ def test_update_config_audits_every_written_section(_update_config_setup, monkey assert call.kwargs["data"]["table_name"] == "LiteLLM_Config" assert call.kwargs["data"]["changed_by"] == "test_admin" - ls_call = next( - c - for c in audit_create.await_args_list - if c.kwargs["data"]["object_id"] == "litellm_settings" - ) + ls_call = next(c for c in audit_create.await_args_list if c.kwargs["data"]["object_id"] == "litellm_settings") after = json.loads(ls_call.kwargs["data"]["updated_values"]) assert after["default_internal_user_params"] == {"max_budget": 10} finally: restore() -def test_delete_callback_audits_litellm_settings_deletion( - _update_config_setup, monkeypatch -): +def test_delete_callback_audits_litellm_settings_deletion(_update_config_setup, monkeypatch): """/config/callback/delete must emit a deleted audit row for litellm_settings capturing the success_callback list before and after removal.""" import litellm.proxy.proxy_server as proxy_server_module @@ -10526,19 +10020,11 @@ def test_delete_callback_audits_litellm_settings_deletion( monkeypatch.setattr( real_proxy_config, "get_config", - AsyncMock( - return_value={ - "litellm_settings": {"success_callback": ["langfuse", "datadog"]} - } - ), - ) - monkeypatch.setattr( - real_proxy_config, "save_config", AsyncMock(return_value=None) + AsyncMock(return_value={"litellm_settings": {"success_callback": ["langfuse", "datadog"]}}), ) + monkeypatch.setattr(real_proxy_config, "save_config", AsyncMock(return_value=None)) try: - resp = client.post( - "/config/callback/delete", json={"callback_name": "datadog"} - ) + resp = client.post("/config/callback/delete", json={"callback_name": "datadog"}) assert resp.status_code == 200, resp.text audit_create.assert_awaited_once() @@ -10567,24 +10053,16 @@ def test_delete_callback_audits_before_reload_failure(_update_config_setup, monk monkeypatch.setattr( real_proxy_config, "get_config", - AsyncMock( - return_value={ - "litellm_settings": {"success_callback": ["langfuse", "datadog"]} - } - ), - ) - monkeypatch.setattr( - real_proxy_config, "save_config", AsyncMock(return_value=None) + AsyncMock(return_value={"litellm_settings": {"success_callback": ["langfuse", "datadog"]}}), ) + monkeypatch.setattr(real_proxy_config, "save_config", AsyncMock(return_value=None)) monkeypatch.setattr( real_proxy_config, "add_deployment", AsyncMock(side_effect=RuntimeError("reload failed")), ) try: - resp = client.post( - "/config/callback/delete", json={"callback_name": "datadog"} - ) + resp = client.post("/config/callback/delete", json={"callback_name": "datadog"}) assert resp.status_code == 500, resp.text audit_create.assert_awaited_once() @@ -10595,9 +10073,7 @@ def test_delete_callback_audits_before_reload_failure(_update_config_setup, monk restore() -def test_update_config_redacts_all_environment_variable_values( - _update_config_setup, monkeypatch -): +def test_update_config_redacts_all_environment_variable_values(_update_config_setup, monkeypatch): """environment_variables hold credentials under arbitrary uppercase keys (DATABASE_URL) that key-name secret matching misses, so every value in the section must be redacted before the audit row is written; a plaintext @@ -10607,11 +10083,7 @@ def test_update_config_redacts_all_environment_variable_values( # DATABASE_URL is the bug class: an uppercase env key that key-name secret # matching does NOT flag, so only whole-section value redaction protects it. client, prisma, restore = _update_config_setup( - initial_rows={ - "environment_variables": { - "DATABASE_URL": "enc:postgresql://OLDsecret@old.host:5432/db" - } - } + initial_rows={"environment_variables": {"DATABASE_URL": "enc:postgresql://OLDsecret@old.host:5432/db"}} ) audit_create = AsyncMock() prisma.db.litellm_auditlog.create = audit_create @@ -10630,9 +10102,7 @@ def test_update_config_redacts_all_environment_variable_values( assert resp.status_code == 200, resp.text env_call = next( - c - for c in audit_create.await_args_list - if c.kwargs["data"]["object_id"] == "environment_variables" + c for c in audit_create.await_args_list if c.kwargs["data"]["object_id"] == "environment_variables" ) data = env_call.kwargs["data"] @@ -10796,11 +10266,7 @@ def test_init_coordination_redis_startup_nodes_builds_cluster_client(): """A coordination_redis block with startup_nodes must construct a cluster client, so cluster-aware consumers (v3 rate limiter) take the cluster path.""" usage_cache, _, _ = _run_init_coordination_redis( - config={ - "general_settings": { - "coordination_redis": {"startup_nodes": [{"host": "node-1", "port": 7000}]} - } - }, + config={"general_settings": {"coordination_redis": {"startup_nodes": [{"host": "node-1", "port": 7000}]}}}, ) assert isinstance(usage_cache, _EnvBuiltClusterCache) @@ -11050,17 +10516,13 @@ async def _collect_async_data_generator_frames(request_data: dict) -> list: with patch.object(proxy_server_module.ProxyLogging, "_fire_deferred_stream_logging"): return [ frame.decode("utf-8") if isinstance(frame, bytes) else frame - async for frame in async_data_generator( - MockStream(), MagicMock(spec=UserAPIKeyAuth), request_data - ) + async for frame in async_data_generator(MockStream(), MagicMock(spec=UserAPIKeyAuth), request_data) ] @pytest.mark.asyncio async def test_async_data_generator_strips_injected_usage_chunk(): - frames = await _collect_async_data_generator_frames( - {"model": "gpt-5.4-nano", "_litellm_strip_stream_usage": True} - ) + frames = await _collect_async_data_generator_frames({"model": "gpt-5.4-nano", "_litellm_strip_stream_usage": True}) data_frames = [frame for frame in frames if frame.startswith("data: {")] assert len(data_frames) == 2 @@ -11138,9 +10600,7 @@ def test_startup_warns_when_mock_testing_params_enabled(caplog): ) with caplog.at_level(logging.WARNING, logger="LiteLLM Proxy"): - ProxyStartupEvent._warn_if_mock_testing_params_enabled( - general_settings={MOCK_TESTING_CONFIG_KEY: True} - ) + ProxyStartupEvent._warn_if_mock_testing_params_enabled(general_settings={MOCK_TESTING_CONFIG_KEY: True}) assert MOCK_TESTING_CONFIG_KEY in caplog.text for param_name in GATED_MOCK_PARAM_NAMES: @@ -11201,9 +10661,7 @@ async def test_setup_prisma_client_retains_connected_client_when_startup_health_ {"allow_requests_on_db_unavailable": True}, ) - mock_client = _mock_startup_prisma_client( - health_check_error=httpx.ReadTimeout("startup health check timed out") - ) + mock_client = _mock_startup_prisma_client(health_check_error=httpx.ReadTimeout("startup health check timed out")) result = await _run_setup_prisma_client(mock_client) assert mock_client.connect.await_count == 1 @@ -11227,9 +10685,7 @@ async def test_setup_prisma_client_arms_health_watchdog_before_startup_health_ch {"allow_requests_on_db_unavailable": True}, ) - mock_client = _mock_startup_prisma_client( - health_check_error=httpx.ReadTimeout("startup health check timed out") - ) + mock_client = _mock_startup_prisma_client(health_check_error=httpx.ReadTimeout("startup health check timed out")) call_order = MagicMock() call_order.attach_mock(mock_client.start_db_health_watchdog_task, "watchdog") call_order.attach_mock(mock_client.health_check, "health_check") @@ -11253,9 +10709,7 @@ async def test_setup_prisma_client_raises_when_db_unavailable_is_not_allowed(mon {"allow_requests_on_db_unavailable": False}, ) - mock_client = _mock_startup_prisma_client( - health_check_error=httpx.ReadTimeout("startup health check timed out") - ) + mock_client = _mock_startup_prisma_client(health_check_error=httpx.ReadTimeout("startup health check timed out")) with pytest.raises(httpx.ReadTimeout): await _run_setup_prisma_client(mock_client) @@ -11289,6 +10743,7 @@ async def _run_scheduled_background_jobs(): mock_proxy_logging = MagicMock(spec=ProxyLogging) mock_proxy_logging.slack_alerting_instance = MagicMock() + mock_proxy_logging.db_spend_update_writer = MagicMock() mock_proxy_config = AsyncMock() with ( diff --git a/tests/test_litellm/proxy/utils/proxy_logging/test_lifecycle.py b/tests/test_litellm/proxy/utils/proxy_logging/test_lifecycle.py index cf906259246..db842802435 100644 --- a/tests/test_litellm/proxy/utils/proxy_logging/test_lifecycle.py +++ b/tests/test_litellm/proxy/utils/proxy_logging/test_lifecycle.py @@ -8,6 +8,7 @@ because they are direct dependents on the lifecycle state. from __future__ import annotations +import asyncio from typing import Any, Dict, List from unittest.mock import AsyncMock, MagicMock, patch @@ -138,6 +139,41 @@ def test_startup_event_propagates_init_callbacks_failure_raises(proxy_logging): proxy_logging.startup_event(llm_router=None, redis_usage_cache=None) +@pytest.mark.asyncio +async def test_startup_event_hands_the_daily_report_this_pods_lock_manager(proxy_logging): + """regression: issue #14809 - the daily report's dedupe lock only works if startup_event + passes the writer's pod_lock_manager down; dropping the argument silently restores the + every-pod-reports behavior.""" + proxy_logging.slack_alerting_instance = MagicMock() + proxy_logging.slack_alerting_instance.alert_types = ["daily_reports"] + proxy_logging.slack_alerting_instance._run_scheduled_daily_report = AsyncMock() + proxy_logging._init_litellm_callbacks = MagicMock() + proxy_logging.update_values = MagicMock() + llm_router = MagicMock() + + proxy_logging.startup_event(llm_router=llm_router, redis_usage_cache=None) + await asyncio.sleep(0) + + call = proxy_logging.slack_alerting_instance._run_scheduled_daily_report.call_args + assert proxy_logging.slack_alerting_instance._run_scheduled_daily_report.call_count == 1 + assert call.kwargs["pod_lock_manager"] is proxy_logging.db_spend_update_writer.pod_lock_manager + assert call.kwargs["llm_router"] is llm_router + + +@pytest.mark.asyncio +async def test_startup_event_skips_the_daily_report_when_it_is_not_an_alert_type(proxy_logging): + proxy_logging.slack_alerting_instance = MagicMock() + proxy_logging.slack_alerting_instance.alert_types = [] + proxy_logging.slack_alerting_instance._run_scheduled_daily_report = AsyncMock() + proxy_logging._init_litellm_callbacks = MagicMock() + proxy_logging.update_values = MagicMock() + + proxy_logging.startup_event(llm_router=None, redis_usage_cache=None) + await asyncio.sleep(0) + + proxy_logging.slack_alerting_instance._run_scheduled_daily_report.assert_not_called() + + # --------------------------------------------------------------------------- # _add_proxy_hooks # ---------------------------------------------------------------------------