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3876 commits

Author SHA1 Message Date
Yucheng Zhu
5fdd4161d7 fix(observability): count a pool timeout the engine reports without a code
Pool contention raises a typed prisma error carrying `code == "P2024"`, which
the attribute check already handled. When the database itself is unreachable the
engine reports the same P2024 as a raw `EngineRequestError` instead, with no
`code` attribute and the code recorded only in the JSON body it was built from,
so those went uncounted. Seen on a live proxy at connection limit 1 with
Postgres paused.

Prisma classifies both as P2024, so which layer surfaced it should not decide
whether the counter moves. The match is on prisma's own `error_code` field
rather than the message text, so an error that merely mentions the code cannot
trip it, and a different engine code is rejected.

The two cases stay distinguishable in the metrics that matter: saturation holds
busy at max with waiters queued, while an unreachable database drops open
connections instead.
2026-08-19 16:59:32 -07:00
Yucheng Zhu
e97fb89404 perf(observability): claim the pool sample atomically so a burst spawns one task
Checking whether a sample was due and consuming that interval were separate
steps, so every caller in a concurrent burst of database calls saw the same
due-ness and dispatched its own task. Only one did real work, but the rest
still allocated a task on the auth hot path.

try_claim does both in one synchronous step, and the dispatched task now takes
the sample it was already granted instead of claiming again, which would have
failed and left no sample taken at all.
2026-08-19 16:59:32 -07:00
Yucheng Zhu
466098c0e3 fix(observability): clear the pending-waiter baseline when the query engine restarts
The restart guard zeroed the counter deltas but left the waiter baseline in
place. A fresh engine's waiter gauge carries no latch, so subtracting the
pre-restart baseline hid real waiters and could report zero during the very
saturation that caused the restart.
2026-08-19 16:59:32 -07:00
Yucheng Zhu
f8bfbad435 perf(observability): skip the pool read when no collector is configured
A proxy without prometheus was still taking the throttled query-engine read
every interval and discarding the result. The client resolver now checks for a
collector first, so that deployment does no extra work while the interval is
still consumed, which keeps the throttle from retrying on every database call.

Also condenses the rationale comments this change added down to what the code
cannot say for itself, per the repo's comment policy.
2026-08-19 16:59:32 -07:00
Yucheng Zhu
709bb450cf fix(observability): find the prometheus logger on every registration path and count a pool timeout once
Two defects surfaced in review, both reproduced on a live proxy first.

`PrometheusLogger.get_instance` searched only `litellm.callbacks`, so the
equally supported `litellm_settings.success_callback: ["prometheus"]` left every
pool metric registered and permanently at zero. It now resolves through
`logging_callback_manager`, which covers all five callback lists.

Decorated database helpers nest, `get_object_permission` is called from inside
`get_key_object` and both carry the decorator, so one P2024 was counted once per
enclosing `except`. The exception is now marked the first time it is counted.
2026-08-19 16:59:32 -07:00
Yucheng Zhu
9eaee191d1 feat(observability): expose Prisma connection pool saturation metrics
Operators could see latency and database CPU symptoms during an incident but
could not tell whether the proxy had run out of connections, because nothing
exposed the pool. Ten bounded-cardinality metrics now bridge the Prisma query
engine's own pool counters into Prometheus, keeping the time a query spent
waiting for a slot separate from the time it spent executing.

The configured maximum is derived from the engine as busy + idle rather than
parsed out of DATABASE_URL, so no credential is read on this path.

Sampling rides on database work instead of a scheduled job, and the exhaustion
counter is incremented at the error site, so both keep reporting through the
window a delayed exporter would erase.

Refs LIT-5435
2026-08-19 16:59:32 -07:00
Mateo Wang
0a3504c8a3
Merge pull request #37527 from BerriAI/litellm_batch_file_upload_validation
feat(proxy): fast-fail validation for batch input files at /v1/files
2026-08-19 16:24:39 -07:00
Mateo Wang
da9d406e8d
Merge pull request #34887 from RayJueWang/litellm_fix_spend_deadlock_retry
fix(proxy): retry spend updates on Postgres deadlock instead of dropping them
2026-08-19 15:53:45 -07:00
Mateo Wang
449bf68498
Merge pull request #36987 from BerriAI/litellm_infer_single_worker_redis_banner
feat(proxy): auto-suppress the no-Redis banner for confirmed single-worker deployments
2026-08-19 15:52:58 -07:00
mateo-berri
9bb5483991 fix(proxy): apply db-backed max_batch_file_size_mb on config reload 2026-08-19 15:37:44 -07:00
ryan-crabbe-berri
74b279bc44
fix(auth): resolve bare model names against wildcard deployments in model access groups (#37492)
* fix(auth): resolve bare model names against wildcard deployments in model access groups

* test(e2e): cover model access group permission checks on keys and teams
2026-08-19 15:33:29 -07:00
Yassin Kortam
6ca48efc8b
feat(cli): add lite login --config-claude to wire Claude Code at login (#37507)
`lite up` already patches ~/.claude/settings.json, but only for as long as it
runs in the foreground, and it restores the original file on exit. Users
proxying Claude Code through LiteLLM therefore have to re-wire it by hand after
every login.

--config-claude makes that write persistent. It reuses the settings shape
`lite up` writes (env.ANTHROPIC_BASE_URL plus an apiKeyHelper invocation),
preserves every unrelated key, creates the file when missing, and writes it
atomically with owner-only permissions. Plain `lite login` is unchanged.

Reaching the credential through apiKeyHelper rather than copying it into the
file means a later login refreshes it with no further action, and keeps the
short-lived CLI token out of settings.json entirely.

The shared parts of the settings-file handling move from up.py into a new
claude_settings.py, since up.py imports auth.py and so auth.py cannot import
up.py back. That module now also owns the registry of commands that can be
temporarily managing the file, so the persistent write refuses while either
`lite up` or `lite autoroute up` holds a backup it would later restore over
this write.

Because this write has no backup and no `lite down`, it is stricter than
`lite up` about the user's file: it writes through a symlinked settings.json
rather than replacing the link with a regular file, and it refuses rather than
silently discarding a non-object `env` value.

Also fixes the apiKeyHelper command itself: --base-url belongs to the
top-level `lite` group, so `lite auth print-token --base-url X` is rejected by
click with "No such option". Every settings file `lite up` has written carries
that malformed command, which makes the helper return nothing and every Claude
Code request lose its token. The existing tests only string-matched the
generated command, so the new tests parse it through the real CLI instead.
2026-08-19 15:32:14 -07:00
Mateo Wang
d192ceec73
Merge pull request #37457 from BerriAI/litellm_batch_empty_line_cost
fix(batches): stop one bad output line from zeroing an entire batch's spend
2026-08-19 15:26:37 -07:00
mateo-berri
0f4c2d71fb test(files): hoist shared batch line fixture into one constant 2026-08-19 15:22:43 -07:00
mateo-berri
708ff0b910 fix(proxy): retry end-user spend updates on Postgres deadlock instead of dropping them 2026-08-19 15:20:59 -07:00
mateo-berri
31090d122e Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_infer_single_worker_redis_banner
# Conflicts:
#	litellm/proxy/proxy_server.py
2026-08-19 15:12:57 -07:00
mateo-berri
680e4a5736 fix(files): treat nonpositive max_batch_file_size_mb as no cap 2026-08-19 15:05:17 -07:00
mateo-berri
c5194a8507 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_spend_deadlock_retry 2026-08-19 14:55:58 -07:00
mateo-berri
2a4598219d feat(proxy): fast-fail validation for batch input files at /v1/files 2026-08-19 14:43:22 -07:00
Mateo Wang
ccffb77b0e
Merge pull request #37515 from BerriAI/litellm_project_key_all_team_models_sentinel
fix(proxy): accept inherited model sentinels in project key limits
2026-08-19 14:40:34 -07:00
tin-berri
0de60a2ff2
fix(mcp): stop reporting failed OpenAPI tool calls as successes (#37496)
An OpenAPI-backed MCP tool whose upstream answered 401 came back as a
successful tool result carrying the upstream's rejection as its content, so a
caller saw {"error":"invalid_token"} presented as data and the gateway recorded
the request in its own spend log as call_mcp_tool | success.

Three layers each erased the outcome. The request function returned
response.text whatever the status, _handle_local_mcp_tool caught every exception
and returned it as ordinary TextContent, and both dispatch sites then stamped
isError=False unconditionally. Fixing only the first, which is the obvious fix,
changes nothing, because the two above it still map failure onto the
success-shaped value.

The status is now classified where the response is held: a 401 becomes
MCPUpstreamAuthError so the caller is told to re-authenticate, and every other
non-2xx becomes MCPOpenApiUpstreamError, which carries the status and drops the
upstream body rather than serving it as tool content. _handle_local_mcp_tool no
longer swallows, and the call_tool arm keeps the auth error's type. Nothing new
renders these: call_mcp_tool and call_tool_rest_api already turn them into an
isError result naming the status and into a real 401 with WWW-Authenticate, and
the OpenAPI path simply never reached them.

The result is now byte-identical to the regular MCP path for the same failure.
2026-08-19 14:26:02 -07:00
mateo-berri
74f12bf6ef fix(proxy): accept inherited model sentinels in project key limits 2026-08-19 14:09:09 -07:00
tin-berri
a613773fca
feat(auto-router)!: scope shadow eval jobs to multiple keys (#37251)
* feat(auto-router): scope shadow eval jobs to multiple keys

A shadow eval job now covers a set of keys instead of exactly one, and each
key carries its own max_turns budget, so one key exhausting its budget leaves
its siblings sampling. The existing job row already is the per-key unit
(api_key_id, max_turns, stopped_at, and the one-active-per-key-and-direction
partial unique index all live on it), so multi-key is grouping rather than
schema surgery: a new group_id column ties N sibling rows written atomically
by one create_many, the API's job id becomes the group id, and pre-existing
jobs backfill group_id = id so their ids keep resolving. The sampler hot path
is untouched; its test file has a zero-line diff

Results come back pooled plus a per-key breakdown and responses list every key
with its own budget, stop state and read-time labels. The dashboard is adapted
minimally to the new shapes (the picker stays single-key and submits a one-key
list); the multi-select picker and per-key table land in the stacked UI PR

* fix(shadow_eval): derive completed from spent budgets and record operator stops

* fix(shadow_eval): stamp stops atomically and freeze counts at the stamp

The stop endpoint wrote stopped_by and stopped_at as two separate updates, so
a failure between them left a job reading stopped while its unstamped legs
kept sampling, and the retry got 400 already stopped. One UPDATE now stamps
stopped_by and every missing stopped_at together, preserving the stopped_at a
leg earned from its own budget via COALESCE

Attempt counts now exclude attempts that land after a leg's stopped_at, so an
in-flight attempt finishing just after an operator stop can never push a
legacy pre-stopped_by job over its budget and flip it from stopped to
completed at read time

* fix(shadow_eval): backfill stopped_by so legacy stops never read as completions

* chore(ui): regenerate api types for the shadow eval stop fields

* fix(shadow_eval): let the stop statement pick one winner under racing stops

Two operators can both pass the derived-status guard in the race window. The
stop UPDATE now claims only legs with stopped_by still null and the endpoint
judges by its row count, so exactly one caller ever gets the 200 and the loser
gets the same already-stopped 400 a late caller gets

* refactor(shadow_eval): make the stop statement the whole state machine

The status guard ran before the UPDATE, so a stop racing the last budgeted
attempt still claimed the job and it read stopped forever instead of
completed. The statement now claims the job only while a leg still samples
inside the window with no stop recorded, and the endpoint reads once after
writing: a racing operator, a same-instant budget spend, and a repeat stop all
get the 400 naming the status the job actually holds. The pre-write guard and
the hand-built response go away

* chore(ui): regenerate api types for the stop route description
2026-08-19 14:02:15 -07:00
mateo-berri
51cafe4365 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_batch_empty_line_cost
# Conflicts:
#	type-discipline-budget.json
2026-08-19 13:54:57 -07:00
yucheng-berri
a1afc2f433
refactor(ptu): give the rollup a source-agnostic deployment record (#37501)
The flat-cost rollup reads deployments only from LiteLLM_ProxyModelTable, so a PTU
deployment declared in config.yaml never accrues flat cost. Those deployments live in
llm_router.model_list as plain dicts whose id sits in model_info rather than on the entry,
so they do not satisfy the shape _parse_ptu_model reads.

Adds a frozen record in that shape and a factory that maps a router entry onto it, leaving
_parse_ptu_model byte-identical so the existing cases stand as evidence of no behaviour
change. Nothing calls the factory yet; the caller lands with the loader union.

_decode_model_info also stops handing back valid JSON that is not an object. It decoded
a list or a scalar and returned it as a mapping, so the caller read fields off it and
raised, losing the whole run rather than the one bad deployment.
2026-08-19 13:51:31 -07:00
tin-berri
da7a10ebbd
fix(mcp): forward the per-server auth header on OpenAPI tool calls (#37410)
Both OpenAPI dispatch arms sourced the upstream credential only from the
deprecated global / BYOK mcp_auth_header and never from mcp_server_auth_headers,
so x-mcp-{alias}-authorization was silently dropped on spec_path servers and the
upstream API received no Authorization at all. The managed path already resolves
it through lookup_mcp_server_auth_in_headers, so the two had drifted.

_resolve_openapi_tool_auth now owns that resolution for both arms. A per-server
value is already a complete header value and is forwarded verbatim, while a BYOK
credential keeps its auth-type prefix, so the two are never conflated into
"Bearer Bearer <token>". The resolved credential is also handed to
resolve_openapi_upstream_auth, whose passthrough arm reads it through
_passthrough_token_from_mcp_auth_header and outranks the ContextVar.

server.py loses its inlined copy of the forwarded-header logic along with its
mcp_server is None guards, which are unreachable after the 503 raised above them.

Credit to the earlier analysis and approach in #33349, which this supersedes
against the current v2 credential resolver.
2026-08-19 11:15:19 -07:00
mateo-berri
f8a23aab09 fix: gate guardrail read-through to active rows and serialize it with the reload reconcile 2026-08-19 01:46:33 -07:00
mateo-berri
790d645d34 Merge branch 'litellm_internal_staging' of https://github.com/BerriAI/litellm into litellm_replica_registry_read_through
# Conflicts:
#	tests/test_litellm/proxy/test_proxy_server.py
2026-08-19 00:48:03 -07:00
mateo-berri
afeed48a70 fix(proxy): serialize read-through with reloads, gate db object types
The model resync now mutates the router under MODEL_RECONCILE_LOCK, and the
agent resync shares the new AGENT_RECONCILE_LOCK with the periodic agent
reload, so a reconcile built from a pre-write DB snapshot can no longer evict
or duplicate what a read-through just registered. Every resync checks
should_load_db_object for its object type, keeping read-through consistent
with what the replica is configured to load, and the a2a raise sites tag
ProxyModelNotFoundError as non-retryable so an agent miss no longer burns the
model resync budget.
2026-08-18 22:43:44 -07:00
Mateo Wang
d6afe728aa
Merge pull request #37365 from BerriAI/litellm_lit_5690_failed_request_token_counts
fix(proxy): record estimated input tokens in spend logs for failed dispatched requests
2026-08-18 22:29:51 -07:00
mateo-berri
ac2db91b06 fix(proxy): single-row read-through resyncs and reload-race hardening
Resync registry misses with single-row DB fetches (guardrail by unique
name, agent by unique id or name, model by name then id) instead of
full-table loads, and bound them with a global budget of 20 resyncs per
5s window per registry that fails closed without negative-caching the
key.

Access group create/update now trust the reconcile outcome snapshot
captured under the reload lock instead of a post-lock router read, so a
concurrent reconcile can no longer surface a false degraded-serving 500.

Router.upsert_deployment restores the previously served deployment when
the replacement add fails under ignore_invalid_deployments, so a bad
update no longer silently drops a healthy deployment from serving.
2026-08-18 21:02:12 -07:00
Mateo Wang
9cb3cf7bef
Merge pull request #37425 from BerriAI/litellm_fix_passthrough_embeddings_unmapped_spend
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fix(proxy): log spend for OpenAI passthrough embeddings with unmapped models
2026-08-18 20:53:57 -07:00
mateo-berri
608d749983 fix(batches): stop one bad output line from zeroing an entire batch's spend 2026-08-18 20:46:59 -07:00
mateo-berri
dfc30e6b4f Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_replica_registry_read_through
# Conflicts:
#	litellm/proxy/management_endpoints/model_access_group_management_endpoints.py
#	ruff.toml
#	tests/test_litellm/proxy/test_route_llm_request.py
2026-08-18 20:29:09 -07:00
Mateo Wang
822cd4c4ea
Merge pull request #37377 from BerriAI/devin_ai_lit5757_dashscope_nested_cache_creation
fix(types): map nested prompt_tokens_details.cache_creation_input_tokens to cache_write_tokens
2026-08-18 20:02:17 -07:00
mateo-berri
f8c8b41bf5 fix(proxy): backfill system prompt from the request body when estimating bridged failure tokens 2026-08-18 19:52:31 -07:00
mateo-berri
81914ebc31 fix(proxy): log spend for OpenAI passthrough embeddings with unmapped models 2026-08-18 19:48:02 -07:00
yuneng-jiang
7ac764970b
fix(proxy): return no rows when the aggregated activity entity filter is empty (#37414)
The aggregated daily-activity queries build their WHERE clause as raw SQL, and
an empty entity list rendered as `"team_id" IN ()`, which Postgres rejects with
`syntax error at or near ")"`. Callers reach that state normally: a caller
without admin view and no explicit team_ids has its scope resolved to the teams
it belongs to, so anyone belonging to no teams, an org admin for instance, sent
an empty list and got a 500 back from /team/daily/activity/aggregated.

The paginated endpoint hands the same empty list to Prisma, which renders
`in: []` and matches nothing, so it kept returning 200 with an empty result set.
Emit FALSE for the empty case so the raw-SQL path lands on the same answer,
mirroring what the api_key filter a few lines below already does.

The fix covers both aggregated queries at once because they share one WHERE
clause builder.
2026-08-18 19:37:32 -07:00
mateo-berri
490079e7df test: cover nested cache_creation_input_tokens in responses bridge and spend logs 2026-08-18 18:38:30 -07:00
tin-berri
f6eaca9069
fix(mcp): serve token-forwarding servers when oauth discovery fails (#37399)
true_passthrough and oauth_delegate forward the caller's own bearer and mint
nothing, so their sessions consume no discovered OAuth endpoint. The discovery
completeness gate still failed them closed with a 503 raised before the upstream
was ever contacted, which the tools/list fan-out swallowed into HTTP 200 with an
empty tool list. Any upstream that publishes no RFC 9728 metadata, including
every OpenAPI-backed internal API, was permanently unusable.

A failed discovery is now fatal only to servers whose OAuth flow the gateway
runs itself. Discovery still runs for the forwarding modes, so /authorize,
/token and /register keep resolving their endpoints, and each keeps its own 400
when they are missing.

MCPServer.is_client_forwarded_token now owns the mode pair that five call sites
spelled inline, one of which had already named it is_client_forwarded_mode.
2026-08-19 01:32:41 +00:00
Mateo Wang
704cc41f28
Merge pull request #37388 from BerriAI/litellm_lit_5718_mcp_tool_bound_to_server
fix(mcp): bind tool existence check to the selected server
2026-08-18 18:22:00 -07:00
mateo-berri
9018a95037 test(mcp): build fixture mapping state without in-place mutation 2026-08-18 17:35:40 -07:00
devin-ai-integration[bot]
3f15dc3287
fix(mcp): attach per-user BYOK credential when listing tools for non-oauth2 auth types (#34787)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-18 17:10:00 -07:00
yuneng-jiang
c33b3a32a6
feat(bedrock): add a config toggle to disable agent-runtime pass-through (#37386)
* feat(bedrock): add a config toggle to disable agent-runtime pass-through

The /bedrock pass-through dispatches agents, knowledge bases, flows, rerank,
retrieveAndGenerate, generateQuery and optimize-prompt to bedrock-agent-runtime,
so an operator who only wants to expose model invoke and converse has no way to
narrow that surface

Adds general_settings.disable_bedrock_agent_runtime_passthrough. When set, those
routes are rejected with a 403 before credentials are fetched or the request is
signed. Plain bedrock-runtime model pass-through is unaffected, and the setting
defaults to off, so existing deployments behave exactly as before

The branch is inverted to an early return for the non-agent-runtime case so the
toggle can reject outright instead of falling through to model extraction, which
would surface a confusing 400 about an unparseable model

* style(bedrock): drop redundant docstrings from the agent-runtime toggle
2026-08-18 17:05:40 -07:00
Mateo Wang
55777d0e80
Merge pull request #35110 from shivijain2323/feature/bedrock-mantle-quota-project-itr1
feat(proxy): add project-level ITPM and OTPM quotas
2026-08-18 16:54:33 -07:00
Mateo Wang
054aefce0d
Merge pull request #37387 from BerriAI/litellm_guardrail_usage_requeue
fix(guardrails): requeue usage rollup rows dropped after retry exhaustion
2026-08-18 16:42:06 -07:00
mateo-berri
a30e1f6e3d fix(mcp): bind tool existence check to the selected server 2026-08-18 16:41:40 -07:00
Yassin Kortam
2cf88d9a37
fix(proxy): send SSE keepalives on assistants runs and A2A streams (#37368)
Both surfaces wrote zero bytes for the whole time-to-first-token, so an
intermediary with an idle read timeout drops a healthy connection before the
first token. They reached neither keepalive engine, which is what #37322 left
open.

The streaming assistants run spends that wait inside the awaited call that
produces its response, since create_response buffers the first chunk, so it
takes the same open_sse_before_first_byte seam the native routes use. The A2A
route only contacts the upstream agent once its body iterator is first pulled,
so nothing is awaited before the response exists and the gap has to be filled
from inside the stream instead; wrap_sse_stream_with_keepalive_pings already
does that and now takes the filler as a parameter, so A2A gets an SSE comment
its JSON-RPC clients discard rather than Anthropic's ping event.

Off until an operator sets litellm_settings.sse_keepalive_ping_interval_seconds.
2026-08-18 16:22:05 -07:00
mateo-berri
42ddc5c535 fix(proxy): estimate image message tokens without fetching the image url 2026-08-18 16:18:23 -07:00
mateo-berri
c435c25da2 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_pr35110_itpm_otpm
# Conflicts:
#	type-discipline-budget.json
2026-08-18 16:11:12 -07:00