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3314 commits

Author SHA1 Message Date
yuneng-jiang
47d20d9df5
Merge pull request #36011 from BerriAI/litellm_maint_batch_2026_07
fix(proxy)!: apply request-parameter checks consistently across body, path and form inputs

(cherry picked from commit c898d341c0)
2026-08-08 16:29:15 -07:00
yuneng-jiang
69f5fe35d8
Merge pull request #35523 from BerriAI/litellm_ui_login_no_mcp_landing
fix(ui): land general login on the keys dashboard, send MCP consent to /ui/connect

(cherry picked from commit ceaf556b2e)
2026-08-01 17:24:14 -07:00
Yuneng Jiang
27c6a4c4ca
chore(release): sync rc/1.95.0 with the v1.95.0-rc.1 main SHA 2026-07-31 14:15:18 -07:00
yuneng-jiang
8b92b36573
revert(proxy)!: stop enforcing user budget on team keys (#35271)
Reverts #32005. Team-scoped keys are governed by the team and team-member
budgets only; the key owner personal max_budget no longer applies to them,
restoring the hierarchy that existed before that PR.

The skip_user_budget_on_team_key opt-out existed solely to turn the new
behavior back off, so it is removed along with the behavior: the
ConfigGeneralSettings field, the /config/list allowed_args entry that
surfaced it as an Admin UI toggle, and the argument threaded through
reserve_budget_for_request and _get_budget_counters.

Regression tests cover both enforcement points in the restored direction:
test_common_checks_personal_user_budget_skipped_for_team_key for the
read-time check and test_should_not_reserve_user_budget_counter_for_team_key
for the optimistic reservation path.

(cherry picked from commit 6f1625d23b)
2026-07-30 17:38:51 -07:00
mubashir1osmani
7cd009caf7
fix(proxy): avoid DB outage during planned RDS IAM rotation (#34749)
* fix(proxy): warm rotate Prisma client for IAM refresh

* fix(proxy): drain Prisma operations during IAM rotation

* fix(proxy): bound the drain wait when retiring a replaced prisma engine

A replaced engine waited indefinitely for its drain tracker to empty.
Hung queries self-release via prisma's 30s default HTTP timeout, but a
transaction whose owner is hard-cancelled before commit/rollback leaks
its drain count forever, keeping the retired engine and its DB
connection pool alive indefinitely; at one rotation per 12 minutes such
engines accumulate. Cap the wait at 90 seconds, which exceeds every
legitimate operation bound (30s HTTP timeout, 60s max interactive
transaction timeout in this codebase), then kill the engine anyway.
Work killed at the deadline degrades to the pre-drain behavior and is
retried by the existing reconnect/backoff layers.

---------

Co-authored-by: ryan-crabbe-berri <ryan@berri.ai>
2026-07-28 13:27:50 -07:00
tin-berri
8f86c87f8e
Merge pull request #34564 from BerriAI/litellm_fix_router_registry_leak_on_edit
fix(router): release the pre-routing strategy slot when a deployment is replaced or deleted
2026-07-27 16:46:40 -07:00
tin-berri
09856a40cd
Merge pull request #34586 from BerriAI/litellm_lit4795_headroom_anthropic
fix(guardrails): compress content-parts messages in headroom guardrail (Anthropic traffic)
2026-07-27 16:12:45 -07:00
tin-berri
9bb75d67af
Merge pull request #34675 from BerriAI/litellm_tool_spend_rollup
fix(proxy): roll up tool spend daily instead of scanning SpendLogs
2026-07-27 15:31:19 -07:00
yuneng-jiang
38ea85b4bb
Merge pull request #32583 from BerriAI/litellm_/redact-langsmith-api-key-c92cc3
fix(proxy): sanitize per-key callback config out of logged metadata
2026-07-27 15:25:03 -07:00
ryan-crabbe-berri
0171170fc7
fix(ui): validate default team values in Default User Settings (#34815)
* fix(ui): validate default team values in Default User Settings

The Default User Settings form accepted any free-text team id, and the
proxy persisted it without checking the team exists. New users were then
silently never added to the default team because the consume-time 404
from team_member_add was swallowed at debug level.

Backend: PATCH /update/internal_user_settings now rejects unknown and
duplicate team ids with a 400 naming them, before any persistence or
team budget side effects. Team-add failures in _add_user_to_team now log
at ERROR with user and team ids.

UI: DefaultUserSettings rewritten as a shadcn + react-hook-form + zod
form following the org-settings pattern. The team id free-text input is
replaced with a searchable server-backed team picker, so only existing
teams can be selected; zod blocks empty and duplicate rows. The shared
deriveErrorMessage helper now unwraps the HTTPException detail.error
shape so backend validation errors surface readably in toasts.

* fix(ui): restore read-only view with Edit Settings toggle on default user settings

Parity with the pre-migration form: the tab renders a read-only summary
of the saved defaults, Edit Settings opens the RHF form, Cancel discards
pending edits and returns to the summary, and a successful save returns
to the summary showing the new values. Model sentinel labels in the
summary are derived from ModelSelect's now-exported special values
instead of duplicating the strings.

* refactor(ui): rename MODEL_SELECT_SPECIAL_VALUES_ARRAY to MODEL_SENTINEL_OPTIONS

* fix(ui): move Edit Settings into the card header action slot
2026-07-27 15:05:51 -07:00
Shivam Rawat
300e710bc3 fix(router): release the pre-routing strategy slot when a deployment is replaced or deleted
Auto-router-family deployments live in two structures: the model_list, and a
pre-routing strategy registry keyed by (model_name, tags). Removing a deployment
dropped it from the model_list without releasing its registry slot, so the re-add
that follows hit the "already exists" guard in _register_pre_routing_strategy and
ignore_invalid_deployments swallowed it. The deployment came out and never went
back, while the DB row and the endpoint response both looked fine. Only a restart
healed it, and under multiple replicas each pod diverged into holding a different
subset of routers.

Removal now releases the (model_name, tags) slot from every strategy registry, in
both upsert_deployment and delete_deployment, guarded on the auto_router/ prefix so
removing a regular deployment cannot evict a router that merely shares its
model_name. Releasing from every registry rather than the first match is what makes
this correct for hybrids: registration is one-to-many, since a complexity router
configured with adaptive is also registered in adaptive_routers under the same key
by the deferred finalize pass. Releasing only the first match left that adaptive
strategy live, so a deleted or replaced alias stayed routable through it.

Adaptive post-call hooks are rebuilt whenever the adaptive registry changes, not
only at the end of set_model_list. The hook set is defined as exactly one hook per
registered adaptive router, so a released router stops recording turns instead of
holding a hook bound to a strategy nothing points at any more.

The swallowed upsert failure is logged at warning instead of debug, which is below
the default log level and left this failure with no observable signal anywhere.

delete_deployment resolves the outgoing deployment before popping it, and a
resolution failure no longer aborts the removal; previously an entry that failed
validation would have been left in the model_list permanently.

delete_model drops its blanket pop across all four registries. That predates this
change and over-evicts: it removes every tag variant registered under the name
while only one is being deleted, and nothing reloads on that path to restore the
survivors. delete_deployment now handles it correctly and tag-scoped, so the
endpoint-level eviction and its helper are removed rather than left to mask it.
2026-07-27 14:41:05 -07:00
Tin Chi Lo
2e12614a5b fix(proxy): stop retrying post-send ambiguous DB errors in every spend writer
Resolves LIT-4823. An adversarial review reproduced against real Postgres
that a batched increment upsert stalling past the prisma engine timeout
leaves its transaction open on the pooled connection; the retry draws the
same connection, its statements stack into the still-open transaction, and
one commit applies both increment sets while the writer reports success.
httpx.ReadTimeout is exactly that post-send case and every spend writer
retried it.

DB_RETRY_SAFE_ERROR_TYPES (ConnectError only, the failure that proves the
statements never reached the database) is now the single owner of what a
non-idempotent writer may retry. All seven entity and daily spend writer
retry arms and the tool usage flush consume it. DB_CONNECTION_ERROR_TYPES
is unchanged for the idempotent spend-log writer, whose create_many with
skip_duplicates may safely retry the full tuple.

The corruption was reproduced on update_daily_user_spend (seeded 10|100|1,
expected 11|110|2, observed 12|120|3); the new policy tests pin that a
ReadTimeout drops the batch loudly on the first attempt and a ConnectError
still retries.
2026-07-27 12:03:04 -07:00
yuneng-jiang
8f83fb7764
Merge pull request #34691 from BerriAI/litellm_/management-endpoint-standards-b1cd57
refactor(management): move the logs end-user filter onto /management/v1

(cherry picked from commit 2b7e01bb7e)
2026-07-27 11:33:18 -07:00
yuneng-jiang
2b7e01bb7e
Merge pull request #34691 from BerriAI/litellm_/management-endpoint-standards-b1cd57
refactor(management): move the logs end-user filter onto /management/v1
2026-07-27 11:30:51 -07:00
Tin Chi Lo
33fadd70a3 fix(guardrails): compress content-parts messages in headroom guardrail
Anthropic-format requests translate to messages whose content is a list
of part dicts, which the headroom compression service's transforms
silently skip (they only rewrite string content), so compression never
applied to Anthropic client traffic while the guardrail still reported
itself as applied.

Flatten all-text part lists to plain strings for /v1/compress and
restore the original shapes from the response: untouched rows keep
their exact original parts, a rewritten row collapses to one part
carrying the last declared cache_control breakpoint (a breakpoint
caches the prefix ending at its part, so the last one and its TTL
still describe the merged row). Rows with any non-text part are never
flattened, since merging text across a non-text part would move a
later breakpoint to the other side of it; they pass through the
service untouched, matching its own behavior for non-string content.
Flattening and write-back use the shared content_text helpers that
compresr's breakpoint fix also uses.

Resolves LIT-4795

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-27 11:22:06 -07:00
tin-berri
10cd4288b6
Merge pull request #34660 from BerriAI/litellm_lit4804_compresr_cache_control
fix(guardrails): preserve cache_control breakpoints in compresr write-back
2026-07-27 11:17:51 -07:00
Yuneng Jiang
c3edf2402b
test(proxy): pin both branches of the validation exception handler
Same cause as the otel handler test: this file builds its request as a
SimpleNamespace carrying only `state`, and the validation handler now reads
`request.url.path` to pick an error contract, so the fake needs a url

While here, cover what the two existing tests do not. They only exercise the
proxy-wide 422, and the control plane's 400 problem document was reachable only
through the route test, which registers its own copy of the handler in a local
app rather than the real one. Two cases now pin the real handler directly: a
`/management/v1` path returns problem+json with a `detail` string, and paths that
merely resemble the prefix (`/management`, `/v1/management/foo`) keep the 422
shape their callers parse
2026-07-27 09:59:47 -07:00
Tin Chi Lo
1240c1a76d fix(proxy): close the adversarial-review findings on the tool spend rollup
Three fixes from an adversarial review of this branch, each at the owning
seam rather than the report site.

The flush retried DB_CONNECTION_ERROR_TYPES, which includes ReadTimeout.
A ReadTimeout is the committed-but-unacked case: the review reproduced the
engine abandoning the transaction open on the pooled connection, the retry
stacking its statements into it, and one commit applying both increment
sets while the flush reports success. The retry now covers only
ConnectError, the one failure that proves the statements never reached the
database; post-send failures drop the batch with an error log. The
docstring no longer claims an idempotency the pattern does not have. The
same hazard exists in the untouched daily spend writer and is left for its
own change.

get_tool_calls_from_response read choices[0] only, so a tool invoked in a
later choice of an n>1 response earned spend but never reached the rollup,
the index, or the registry. Choice scope is now an explicit parameter:
accounting passes include_all_choices=True because every choice costs
money; guardrails keep the primary-choice default because they rebuild the
primary assistant message. First multi-choice fixtures in the suite pin
both scopes.

maxBarSize=64 had been added to the shared BarChart unconditionally,
resizing every existing consumer. It is now a prop; only the tool spend
charts opt in. The legend flex-wrap changes stay global because clipping
overflow was a defect, not a preference.
2026-07-26 01:55:47 -07:00
Yuneng Jiang
cf127e16e8
fix(management): stop emitting a dead docs link in problem documents
The RFC 9457 `type` was `https://docs.litellm.ai/errors/<slug>`, copied from the
standard's own error example. That path is a 404 and there is no docs section
behind it, so every error body shipped a broken link

RFC 9457 only requires `type` to identify the problem type; it encourages, but
does not require, that dereferencing it yield documentation. An https URI makes a
promise we are not keeping, so use `urn:litellm:error:<slug>` instead, which
carries the same machine-readable identity with nothing to resolve. Switching to
an https base later is a contract change for anyone matching on `type`, so that
should wait for pages that actually exist

A test pins the identifier against regressing to an https docs URL, since the
existing assertion built the expected value from the same constant and would have
stayed green whatever it held
2026-07-26 00:16:51 -07:00
Yuneng Jiang
78e76fff4d
Merge branch 'litellm_internal_staging' into litellm_/management-endpoint-standards-b1cd57 2026-07-25 23:57:32 -07:00
Yuneng Jiang
cb78491482
refactor(management): move the logs end-user filter onto /management/v1
`/customer/aliases` shipped two days ago and has not been in a release, so its
wire contract is still free to change. This lands it on the control-plane
contract before that stops being true, since after a release the path, the param
names and the envelope would all need a permanent legacy adapter

The endpoint becomes `GET /management/v1/spend_logs/end_users`. It is a facet,
the distinct values one column takes over a filtered query on a resource, not an
entity collection; naming it after `customers` implied it listed the end-user
table when it actually reads spend logs, which is a different row set. Serving it
under the parent resource means its filters are the parent's filters, so the
dropdown offers exactly the values the logs table can show without two endpoints
having to keep agreeing on that

Contract changes: `size` becomes `page_size`, `search` becomes `q`, the window
moves from flat `start_date` / `end_date` to `filter[startTime][gte]` / `[lte]`,
and the body becomes `{data, meta, links}`. Unknown query params are now a 400
rather than being silently dropped, because an ignored filter over-returns data.
Errors are RFC 9457 problem documents on this prefix only; every other route
keeps the shape its callers already parse

`links` is what makes the rest deferrable. The dashboard hook follows the
server's `links.next` instead of computing `page + 1`, so moving this to cursor
pagination later changes the links and nothing the client does. That matters
because the inner scan is a sliding window, so offset paging can currently skip
or repeat an end user across pages; the fix is a follow-up, and the hypermedia
means it will not be a breaking one

Cursor mode, `sort`, `include`, ETag / `If-None-Match` and the generic `ListSpec`
framework are all deliberately out of scope here. They are additive or internal,
so none of them needs to beat the release
2026-07-25 23:57:25 -07:00
Tin Chi Lo
c8b0530c30 fix(proxy): roll up tool spend daily instead of scanning SpendLogs
GET /v1/tool/spend served the Cost Optimization card with two raw queries
over LiteLLM_SpendLogToolIndex x LiteLLM_SpendLogs on every dashboard load;
the totals query's driving scan was all of SpendLogs in the window. Both
per-request tables reach 1M+ rows at customer scale, so the card cost
O(traffic) per view and had to be capped at 30 days.

The index writer also mined proxy_server_request.tools, i.e. tools DECLARED
in the request body, attributing each request's full spend to tools that
never ran; and all non-MCP mining ran against payload fields that are '{}'
unless store_prompts_in_spend_logs is enabled, so non-MCP coverage silently
depended on a privacy setting.

Now the spend writer builds a ToolUsageTransaction at request time from
invoked tools only, resolved by the shared get_tool_calls_from_response
normalizer so every response surface (chat completions, Responses API,
Anthropic Messages) is covered; the tool registry's response arm delegates
to the same owner. Transactions queue beside the spend-log queue and the
flush job writes index rows plus a new LiteLLM_DailyToolSpend rollup
(date, tool_name PK) in one transaction, retrying connection errors with
backoff (a failed batch commits nothing, so the retry cannot double-count)
and dropping the batch with an error log on anything else.

The endpoint aggregates in SQL: by_tool is the top TOOL_SPEND_TOP_TOOLS
tools by spend via group_by and daily covers only those tools, so the
response is bounded by days x TOOL_SPEND_TOP_TOOLS regardless of range or
tool-name cardinality; the 30-day clamp is gone. total_spend is dropped
from the response; it was never rendered and its deduplicated semantics
are not computable from a rollup. Spend-log retention deliberately does
not touch the rollup, so tool spend history outlives per-request rows.
2026-07-25 21:52:58 -07:00
devin-ai-integration[bot]
24123269cc
fix(guardrails): resolve judge_model credentials via lazy Router lookup in llm_as_a_judge (#34509)
Some checks are pending
CodSpeed Benchmarks / benchmarks (push) Waiting to run
UI Unit Tests / ui-unit-tests (push) Waiting to run
GitHub Actions Security Analysis / zizmor (push) Waiting to run
* fix(guardrails): resolve judge_model credentials via Router in llm_as_a_judge

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): wire llm_router into DB-backed judge guardrail init paths

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(guardrails): assert patch endpoint forwards llm_router to sync

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(guardrails): resolve judge Router lazily and fix wildcard/alias dispatch

Resolve the proxy Router at judge-call time via an injected provider instead of
capturing it at construction, so a DB-backed judge guardrail created before the
Router exists no longer captures None permanently. Select the Router path with
router.get_model_list(model_name=judge_model) so wildcard routes and
model_group_alias keys resolve, not just literal deployment names. Isolate the
judge call from user-traffic routing with num_retries=0 and fallbacks=[].

Revert the llm_router threading through the DB sync/reinit/create/approve/patch
paths since the lazy provider makes it unnecessary. Replace mocked-Router tests
with real Router coverage for plain deployments, model_group_alias, and wildcard
routes, plus lazy per-call resolution.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): harden judge verdict parsing and guard proxy import

Strip markdown fences and surrounding prose before json.loads so fencing-prone
judge models evaluate instead of failing open, guard the proxy_server import in
_default_router_provider so an unimportable proxy falls back to the SDK, and
snapshot/restore global callback lists in the DB-path judge registry tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(guardrails): reject non-object judge verdicts instead of failing open as success

* fix(guardrails): route hidden model_group_alias judge models through the Router

---------

Co-authored-by: milan <milan@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yucheng-berri <yucheng@berri.ai>
2026-07-25 20:16:43 -07:00
tin-berri
f7078e2e08
Merge pull request #34265 from BerriAI/litellm_lit4339_upstream_resource
feat(mcp): send RFC 8707 resource indicators on upstream OAuth legs
2026-07-25 18:53:45 -07:00
tin-berri
7aa0cc2e8f
Merge pull request #34340 from BerriAI/litellm_lit4703_mcp_403_leak
fix(mcp): stop leaking upstream server credentials in tool-call 403
2026-07-25 15:03:08 -07:00
Tin Chi Lo
c63e24bacf fix(guardrails): preserve cache_control breakpoints in compresr write-back
Anthropic cache_control breakpoints are positional: each one caches the
prefix ending at the part that carries it. Compresr flattened every text
part of a message into one string and wrote the compressed result back
into the first text part only, which dropped every later breakpoint and,
when a non-text part sat between text parts, moved the trailing text to
the other side of it.

The positional invariant now has one owner. guardrail_hooks/content_text.py
holds content_to_text alongside is_all_text_parts and
merge_rewritten_text_parts, so a compressed string is only ever written
back over a contiguous run of text parts, and the merged part carries the
last declared breakpoint and its TTL.

Compresr consumes that owner at both ends: _select_targets no longer
selects a row holding a non-text part, and _replace_text_in_content
returns such a row unchanged rather than merging across it. Rows whose
content is a plain string are unaffected.

Mixed rows therefore stop being compressed, which is a deliberate trade;
no single-string write-back can preserve a breakpoint across a non-text
part, so the alternative is silently caching a different prefix than the
caller configured.
2026-07-25 14:47:25 -07:00
ryan-crabbe-berri
1a0acaa33b
fix(auth): route JWT default-team into memberships instead of the create payload (#33082)
* fix(auth): route JWT default-team into memberships instead of the create payload

JWT auto-provisioning (get_user_object with user_id_upsert) merged
litellm.default_internal_user_params verbatim into the Prisma user create,
including a teams key. When a default team is configured through the Admin
UI it is stored as a list of NewUserRequestTeam objects, but the user
table's teams column is String[], so the create raised a Prisma type error
and every JWT-authenticated request 401'd with the user never created.

Mirror the /user/new path: strip teams (and available_teams) out of the
create payload, then route the configured default team through
check_if_default_team_set / add_new_user_to_default_team so provisioned
users get real membership rows. Reuse the synthetic PROXY_ADMIN
UserAPIKeyAuth pattern already used by the team-upsert path to satisfy the
membership permission gate, and import the helpers lazily to avoid the
auth_checks <-> internal_user_endpoints import cycle.

* fix(auth): propagate max_budget_in_team when adding users to default teams

* fix: use pipe union instead of Optional for UP045 budget
2026-07-25 11:37:11 -07:00
tin-berri
4e3dbea25d
Merge pull request #34559 from BerriAI/litellm_lit3419_toolset_prefix
fix(mcp): use a toolset row's stored tool name as written
2026-07-25 11:31:17 -07:00
ryan-crabbe-berri
fe5cc1eb0c
fix(proxy): global max_budget ignores budget_duration; enforce against the resettable proxy budget row (#33732)
* fix(proxy): enforce global max_budget against the resettable proxy budget row

The global proxy budget check compared litellm.max_budget against
SUM(spend) from the MonthlyGlobalSpend view, whose window is hardcoded
to a trailing 30 days. litellm.budget_duration was stored and reset on
a user row that enforcement never read, and startup budgeted the admin
user's own row (default_user_id) instead of the litellm-proxy-budget
aggregate row the spend writer increments per request. Net effect: 1d,
7d and 30d all behaved as a trailing 30 day cap that never reset on the
configured duration.

Startup now upserts the budget onto the litellm-proxy-budget row (and
zeroes lifetime accrual when first putting a row on a reset schedule),
enforcement loads global spend from that row, and ResetBudgetJob drops
the cached global spend accumulator when it resets that row so the cap
unblocks immediately after each window.

Fixes https://github.com/BerriAI/litellm/issues/31292

* refactor(proxy): address review nits on global proxy budget fix

Drop the redundant litellm_proxy_budget_name parameter from
_upsert_proxy_budget_with_reset_at_backfill; its only caller always passed
LITELLM_PROXY_BUDGET_NAME, and any other value would write the budget to a
row enforcement never reads.

Introduce GLOBAL_PROXY_SPEND_CACHE_KEY in constants.py and use it at every
site that previously built the key from litellm_proxy_admin_name (auth
loads, spend-writer increments, startup warm, reset-job invalidation), so
the reader and invalidator can no longer drift apart. The literal key value
is unchanged. Also drop the now-pointless litellm_proxy_admin_name
parameter from _warm_global_spend_cache and the proxy_server import from
the reset-job helper.
2026-07-25 11:29:39 -07:00
yucheng-berri
6cc136de90
fix(proxy): hash caller-supplied key in key update audit log object_id (#34632)
* fix(proxy): hash caller-supplied key in key update audit log object_id

* test: bound audit-log wait to the captured task instead of gathering the loop
2026-07-25 10:45:51 -07:00
hcl
2a55d23731
fix(proxy): merge model-level guardrails before pre_call_hook (#29654)
* fix(proxy): merge model-level guardrails before pre_call_hook

DB/UI-assigned guardrails (litellm_params.guardrails) only fire on
post_call paths today: _check_and_merge_model_level_guardrails is called
in utils.py:2234 + utils.py:2498 + common_request_processing.py:1665, but
never before pre_call_hook in common_request_processing.py:963. PR #23774
fixed the non-streaming post_call case; pre_call was left broken.

At the pre_call site, add_litellm_data_to_request strips client-supplied
metadata.model_info (pricing spoofing guard) and route_request hasn't run
yet, so model_info.id is unavailable. Extend the helper to fall back to
llm_router.get_deployment_by_model_group_name(model_alias) when model_id
is missing — that uses the O(1) model-name index already maintained by
the router.

Closes #29652

* fix(mcp): surface mcp_server_name in synthetic _convert_mcp_to_llm_format payload

Addresses veria-ai Medium finding + proxy-infra CI failure on this PR.

ParallelRequestLimiterV3 reads data["mcp_server_name"] for call_mcp_tool
hook payloads when applying key/team mcp_rpm_limit. _convert_mcp_to_llm_format
was omitting the field, so a key with mcp_rpm_limit could exceed it via the
MCP path.

Reads from kwargs.get("mcp_rate_limit_server_name") to match how
pre_call_tool_check resolves the alias-then-server-name fallback before
invoking hooks.

* fix(proxy): union guardrails across group deployments on alias fallback

Addresses second veria-ai Medium on #29654: the alias fallback called
get_deployment_by_model_group_name(), which returns ONE deployment.
A guardrail set on a non-first deployment would silently not run on
pre_call when the model_id is missing.

Switch to get_model_list(model_name=...) and take the UNION of
litellm_params.guardrails across all matching deployments (with dedup).
Trade-off documented in the comment: pre_call cannot know which
deployment route_request will select, so the conservative choice is to
apply any guardrail set on any eligible deployment.

Updated test stubs to use get_model_list. Added 3 new tests covering
union, dedup, and the all-empty case.

* test(model_level_guardrails): align integration test with get_model_list union API

* fix(proxy): ignore client-supplied model_info.id on pre_call merge + lint

Addresses 3rd veria-ai Medium on #29654:

add_litellm_data_to_request preserves client-supplied metadata.model_info
when the caller's key/team has allow_client_pricing_override. The pre_call
merge previously trusted that id, so a caller could spoof an unguarded
model_info.id while requesting a guarded alias and bypass guardrails.

New `trust_client_model_info: bool` param on the helper. The pre_call
call site passes False; post_call paths (existing) keep True.

Also fixes the ruff failure on the union loop: pulled the .get() into a
local + isinstance(list) check before iterating, so mypy stops complaining
about `object` not being iterable.

2 new regression tests covering spoof-and-bypass + default-trust behavior.

* fix(proxy): pass team_id to alias-lookup + restore scalar-string guardrail acceptance

Addresses two more reviewer findings on #29654:

veria-ai Medium: route_request resolves team-scoped public model names
with metadata.user_api_key_team_id. The pre_call alias fallback called
get_model_list(model_name=...) without the team_id, so team-scoped
deployments were invisible and their pre_call guardrails silently
skipped. Now reads team_id from metadata or litellm_metadata and passes
it to get_model_list.

greptile P1: the isinstance(deployment_guardrails, list) guard added for
mypy narrowing silently dropped bare-string guardrail values that the
existing post_call path used to truthy-accept. Restored by wrapping a
scalar string into a one-element list on both paths.

4 new tests: team_id passthrough (metadata + litellm_metadata), scalar
on post_call, scalar on alias-union. 36/36 tests pass.

* style: black formatting on _check_and_merge_model_level_guardrails team_id assignment

* chore: ruff format

* fix(lint): remove unused noqa PLR0915 directive

RUF100 flags the # noqa: PLR0915 on common_processing_pre_call_logic
because PLR0915 is not in this repo's enabled ruff rule set
(lint.extend-select in ruff.toml), so the directive suppresses nothing
and fails the lint job.

* refactor(proxy): hoist guardrail-merge import to module top

The pre_call guardrail-merge helper was imported inside
common_processing_pre_call_logic with a # noqa: PLC0415, which the
type-discipline gate counts as an unexplained suppression (LIT003). The
inline import's cyclic-import justification does not hold: this module
already imports from litellm.proxy.utils at top level, and utils.py does
not import common_request_processing at module load. Fold the helper
into the existing top-level import and drop the inline import, clearing
the suppression instead of budgeting for it.

---------

Co-authored-by: Yassin Kortam <yassin.kortam@gmail.com>
2026-07-25 10:16:59 -07:00
yuneng-jiang
a66bac3adf
Merge pull request #34579 from BerriAI/litellm_/litellm-logs-ui-lag-0ca4b8
fix(logs): scope and bound the End User filter on the logs page
2026-07-25 09:07:23 -07:00
yuneng-jiang
c63fb4cb42
Merge pull request #34590 from BerriAI/litellm_passthrough_upstream_reported_usage
feat(passthrough): record cost and usage reported by the upstream target
2026-07-25 09:06:09 -07:00
Yuneng Jiang
5e34e0460b
fix(proxy): sanitize per-key callback config out of logged metadata
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get_sanitized_user_information_from_key copied UserAPIKeyAuth.metadata
verbatim into user_api_key_auth_metadata, so the key's callback
configuration - including the integration credentials inside callback_vars -
reached the StandardLoggingPayload every integration receives. The two other
sites that stamp key/team metadata into request metadata did the same.
Sanitize at those sources with strip_callback_config, which drops the
`logging` and `callback_settings` slots and leaves everything else (notably
`priority`, read back by the dynamic rate limiter) untouched. Those slots are
resolved from UserAPIKeyAuth during pre-call setup and never read off the
logged copies, so nothing downstream loses input.

This makes the scrub in scrub_sensitive_keys_in_metadata dead - it only
matched the string "logging" under one of the two field names and never
covered callback_settings - so it is removed.

Separately, LangSmith set the run's `inputs` to the raw StandardLoggingPayload
while redacting only `extra`, so redact_user_api_key_info left every
user_api_key_* field in inputs.metadata. Both now go through one
_redact_metadata helper, which also covers the nested requester_metadata copy.
2026-07-24 22:16:50 -07:00
tin-berri
b9b27c2beb
Merge pull request #34582 from BerriAI/litellm_toolspend_30d_bound
fix(proxy): cap /v1/tool/spend window at 30 days and bound every SpendLogs read
2026-07-24 20:05:42 -07:00
Yuneng Jiang
9c48ad41ac
fix(passthrough): honor the zero fallback and aggregate-only TPM usage
Two follow-ups from review on the upstream-reported usage contract.

An unusable cost header fell through to the endpoint's flat cost_per_request
instead of the zero the contract promises, so a target that contradicted itself
got billed an estimate it had just disowned. A target that speaks this contract
now owns the cost for the request whether or not the value it sent parsed.

The reported total also cannot be split into prompt and completion, so reading
one out of it under token_rate_limit_type input or output yielded zero and left
the TPM window uncharged; pass-through traffic then ran past a limit it is
meant to share with the general API. Usage that carries no split now charges
its total under every limit type, while usage that does carry one is untouched.
2026-07-24 18:49:41 -07:00
yucheng-berri
fc5ab31fba
refactor(proxy/batches): make managed-file resolution purely additive, fall back like base (#34584)
Restore the original PR's behavior on every path that did not already
resolve: no database, a lookup error, a missing managed-file row, or a
row without a storage_url all fall back to dispatching the original id,
which the managed-files deployment hook still maps. This drops the 404
and 503 fail-closed responses I had added, which were the only behaviors
that diverged from litellm_internal_staging.

The change is now strictly additive: when a managed-file row with a
storage_url exists, the unified batch branch substitutes it so providers
like Vertex receive a real gs:// path instead of the opaque token; every
other path behaves exactly as before. Verified live that non-managed,
managed-owner, multi-model load-balanced, and missing-row requests are
byte-identical to base
2026-07-24 18:42:48 -07:00
Yuneng Jiang
ab44c8a8ce
fix(passthrough): let an upstream-reported cost outrank cost_per_request
PassThroughGenericEndpoint.cost_per_request defaults to 0.0, so every
config-defined endpoint forwards a flat 0.0 even when the operator never
configured one, and the success handler applied it over whatever cost was
already established. That silently zeroed the cost an upstream reported for
the request. The flat value is an estimate for targets LiteLLM cannot price,
so it now yields to a target that priced the request itself; it still applies
unchanged when no cost was reported.
2026-07-24 18:26:12 -07:00
Yuneng Jiang
b03004a1eb
Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_/litellm-logs-ui-lag-0ca4b8 2026-07-24 18:24:14 -07:00
Yuneng Jiang
48e77738ca
refactor(logs): make the end-user filter scan cap a fixed constant
The cap was an env-tunable knob in constants.py. Nothing needs to tune it:
it exists so DISTINCT cannot run over an unbounded row set, and picking a
value is a correctness decision, not deployment configuration. An env var
also makes the bound unverifiable, since the same code can behave very
differently between two proxies.

It is now a plain constant next to its only caller, mirroring how
SPEND_LOGS_PAGINATION_COUNT_CAP sits beside ui_view_spend_logs, and it takes
that constant's value: both reads of LiteLLM_SpendLogs now stop at the same
depth. constants.py goes back to matching staging exactly.

The existing test only asserted the parameter equalled the constant, which
is tautological; raising the constant to a billion kept it green while
removing the bound. A second test pins the value against the logs page's
cap, so an arbitrary change to either one fails.
2026-07-24 18:24:13 -07:00
ryan-crabbe-berri
579f41d57f
fix(proxy): attribute org spend for team-linked credentials minted without org_id (#34577)
* fix(proxy): attribute spend to org for team-linked keys minted without org_id

Keys attached to an org-linked team but minted without an organization_id
produced spend that was never credited to the org: the spend writer reads
user_api_key_dict.org_id with no team fallback, while the org budget check
resolves the org from the team. The check therefore ran against a counter
fed by almost none of the org's traffic and never tripped.

Backfill org_id from the freshly fetched team object in
_run_centralized_common_checks, per request only, so the spend writer and
the budget check read the same org. A key with an explicitly pinned org_id
always wins, and the cached key row is never mutated, so moving a team to
a different org takes effect on the next auth once the team cache
refreshes.

* test(proxy): cover CLI session-token org backfill from team

CLI session tokens from /sso/cli/poll are minted with a real team_id but
no org_id, and their auth path decrypts the blob without the combined_view
team join that fills org for DB keys. Spend from these tokens reached the
team but never the org, so org budgets never tripped. The regression test
mints a real CLI token, runs it through the centralized checks, and
asserts the credential leaves auth with the team's org.
2026-07-24 18:20:42 -07:00
Yuneng Jiang
838c7a7ea7
feat(passthrough): record upstream-reported cost and token usage
A pass-through target that fans a single HTTP request out to several models
internally cannot be priced from its response body, so LiteLLM had nothing to
record and every such request landed in the spend logs with zero cost and zero
tokens. The target now reports the totals for the whole request in
x-litellm-response-cost and x-litellm-total-tokens response headers, and
LiteLLM records those values as-is rather than recomputing them.

The headers are read on every upstream response, so a request that burned
tokens before failing still books its spend on the failure row instead of
being dropped for having a 4xx/5xx status. Only what the upstream actually
reported is written, so a target that sends a cost but no token count keeps
the token count LiteLLM derived on its own; a target that sends neither header
is untouched, which is the normal case for Anthropic, Vertex and friends.

Two supporting fixes fall out of this. The rate limiter only pulled token
counts off response shapes it models, so pass-through usage never charged the
TPM window and a team could exceed its shared token limit through pass-through
traffic alone; it now falls back to combined_usage_object. And the streaming
success path reset response_cost unconditionally before the assembled response
recomputed it, which discarded any cost a pass-through handler had already
established (the pass-through branch right below it has always intended to
preserve exactly that).
2026-07-24 18:10:15 -07:00
Tin Chi Lo
3ca9d551dc fix(proxy): anchor the tool spend clamp floor to UTC midnight
With end_date omitted the floor was end-anchored to now including its
time-of-day, so an explicit start_date exactly 30 days back parsed as
midnight, compared below the floor, and was invisibly clamped to a
mid-day instant: up to a day of spend disappeared while the response
start_date still printed the full calendar date. Anchoring the floor to
today's UTC midnight makes every comparison in the window derivation
date-pure.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 18:00:16 -07:00
Tin Chi Lo
5fc4a058c1 test(proxy): cover the cleanup run-loop backstop branch
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 17:43:15 -07:00
Yuneng Jiang
fc278bbf9f
refactor(logs): match ui_view_spend_logs' team-scope clause shape
The scope predicate expanded permitted team ids into an IN list with one
placeholder each, copied from /key/aliases. ui_view_spend_logs, which owns
the same page and the same scoping rules, builds ("user" = $X OR team_id =
ANY($Y::text[])) instead: a single array parameter whatever the team count,
and no placeholder arithmetic to keep in step with the rest of the query.

Same semantics, but the two clauses now read identically, so a future change
to how spend logs are scoped is harder to apply to one and miss in the other.
2026-07-24 17:39:29 -07:00
tin-berri
2d6b57407d
Merge pull request #34578 from BerriAI/litellm_headroom_tokens_saved
fix(guardrails): derive tokens_saved when Headroom compression service omits it
2026-07-24 17:37:13 -07:00
Tin Chi Lo
30b7fd16f0 fix(proxy): label the tool spend clamp accurately (start capped at 30 days before end)
The clamp floor is end_date minus 30 days, serving up to 31 calendar
dates inclusive: deliberately the same width as the endpoint's default
window, so the dashboard's own default range never triggers the clamp
note. The docstring, card note, and test name now state that invariant
instead of the misleading 'most recent 30 days'.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-24 17:31:00 -07:00
yucheng-berri
5677bc237c
fix(proxy/batches): resolve managed unified input_file_id to storage_url with ownership check before dispatch (#34474)
* fix: resolve unified_file_id to real storage_url before dispatching batch create

litellm.create_batch() against a Vertex AI-backed model crashes with an
opaque error when the input file was uploaded as a LiteLLM-managed
'unified file' (multi-model file upload). The base64-encoded
unified_file_id token is a LiteLLM-internal identifier, not a real
provider-side file reference, but the batches_endpoints create_batch
handler forwards it unchanged to llm_router.acreate_batch() /
litellm.acreate_batch() for the unified_file_id branch. Provider-specific
code that expects a real file location (e.g. Vertex AI's batch
transformation, which parses a 'publishers/' segment out of the GCS URI)
then fails on the opaque token.

Resolve the unified_file_id to its real backend location
(LiteLLM_ManagedFileTable.storage_url) before dispatch, mirroring the
same lookup already used by the files retrieve/download endpoints for
managed files. Falls back to the previous (unchanged) behavior if no
managed-file record exists.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix(proxy/batches): null-guard await on find_first for sync MagicMock test harnesses

* fix(proxy/batches): enforce ownership and correct lookup key when resolving managed input_file_id

The adopted resolution queried LiteLLM_ManagedFileTable with the decoded
litellm_proxy string, but the unified_file_id column stores the raw base64
file id (see schema.prisma and the enterprise managed-files hook), so the
lookup never matched in production and silently fell back to the opaque id.
Query with the raw id instead and lock the key with a regression test.

Move the resolution above the dispatch branches so the load-balanced router
path receives the resolved storage_url too, enforce managed-file ownership
with the same can_access_resource semantics the files retrieve and download
endpoints use (404 on denial), and downgrade database failures to a logged
fallback instead of aborting batch creation. Unresolved ids still dispatch
unchanged because the managed-files deployment hook can map them via
model_file_id_mapping

* fix(proxy/batches): fail closed when the managed file ownership lookup errors

A lookup exception previously fell back to dispatching the original
unified id with the ownership gate unexecuted; the managed-files
deployment hook maps unified ids from cache without re-checking
ownership, so a database outage let a caller dispatch another tenant's
file. Raise a clear 503 instead and lock the behavior with a regression
test. No-database and no-row cases still fall back unchanged

* test(proxy/batches): default harness prisma_client to None

The batch routing harness left proxy_server.prisma_client at its module
global, which a sibling test in the same shard can leave as a MagicMock.
The unified-file rows that do not opt into managed-file resolution then
entered the resolver and awaited a non-awaitable mock, surfacing as a
503. Patch prisma_client to None by default so those rows stay a no-op;
resolution tests still override it explicitly

* fix(proxy/batches): keep unified resolution in its own branch and fail closed on missing row

Cursor flagged that hoisting the storage_url substitution above the
load-balanced dispatch branch broke two things on that path: the
model_file_id_mapping deployment filter keys on the original unified id,
and the response returned the internal storage_url instead of the
unified id. Move the resolution back inside the unified branch and
exclude unified ids from the load-balanced branch so a managed file
always takes the resolving path (which restores input_file_id and the
unified_file_id hidden param on the response), and a load-balanced batch
keeps the original id for deployment filtering.

Also fail closed with a 404 when a unified id has no managed-file row
while a database is present: the id cannot be ownership-verified, and
dispatching it would both bypass the gate and hit the Vertex
publishers-segment IndexError. Owned rows without a storage_url (legacy)
still dispatch the original id

* fix(proxy/batches): do not divert unified files off the load-balanced branch

Excluding unified ids from the load-balanced branch (and not
unified_file_id) regressed a path that works on the base revision: a
multi-model managed file dispatched with an explicit router model under
load balancing was routed into the unified branch, which raises a 400
for anything other than exactly one target model. Verified live against
base (200, managed-files deployment hook remaps the unified id per
model) versus the guarded branch (400 Expected 1 model, got 2).

Restore the original three-condition load-balanced branch so that path
keeps working unchanged. Unified-file storage_url resolution and the
ownership 404 still apply on the non-load-balanced unified branch, which
is the common managed-batch flow; the load-balanced managed path retains
its existing behavior and its pre-existing enterprise-hook ownership gap,
unchanged from base

* refactor(proxy/batches): scope managed-file handling to resolution, drop ownership check

Narrow this PR to its one problem: resolving a managed unified input_file_id
to its backend storage_url so provider batch handlers (Vertex parses a
publishers/ segment) receive a real location instead of the opaque token,
and failing closed with a 404 when the token has no backing row so it is
never dispatched into the provider crash.

Remove the cross-tenant ownership check (can_access_resource) added earlier.
Batch-create had no ownership enforcement before this PR, and the gap spans
every managed-file call type, so it belongs in the enterprise managed-files
pre-call hook (its acreate_batch branch) where files, batches and
fine-tuning are covered uniformly, not partially in this one endpoint. Filed
as a follow-up. This also removes the load-balanced-path ownership
inconsistency the bots flagged, since there is no ownership branch to skip.

Drop the inline comments flagged against the no-comments rule; behavior is
documented in the helper docstring and the test docstrings

* fix(proxy/batches): fail closed with 503 when the managed-file lookup errors

A lookup exception previously fell back to dispatching the unresolved
unified token, which defeats the fail-closed guarantee: the token still
reaches the provider and can hit the same publishers-segment IndexError
the resolution prevents. Treat a lookup error like the missing-row case
and fail closed, but with a retryable 503 since the condition is
transient. No-database and no-storage_url rows still fall back unchanged

---------

Co-authored-by: htourinho-clgx <htourinho@cotality.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-07-24 17:29:38 -07:00
Yuneng Jiang
2a50b3a087
Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_/litellm-logs-ui-lag-0ca4b8 2026-07-24 17:28:22 -07:00
Yuneng Jiang
44f571a8aa
fix(logs): keep the End User filter window in step with the logs table
Two issues Greptile raised on the filter window and the capped scan.

A preset date range ends at "now", which the logs query re-reads on every
fetch, so live tail keeps moving the table's end bound. The filter window
was memoized on the date controls alone, so it pinned whichever "now" it
was first built with: an end user that started sending traffic afterwards
showed up in the table but stayed missing from the dropdown until
something remounted it.

formatLogsWindow now takes the preset end bound as an argument, and
getLogsWindowEndBound derives it from the logs query's last fetch, rounded
up to the next minute. Rounding up rather than down means the filter window
never trails the table; bucketing means the query key holds steady between
ticks instead of churning once per render. The panel reads it from
logsQuery.dataUpdatedAt so it advances exactly when the table refreshes,
falling back to the stored end time before the first fetch. Deriving it
from Date.now() during render is what the purity rule forbids.

The capped inner scan ordered by startTime alone, so rows sharing a
timestamp could be cut differently between two requests and successive
OFFSET pages would disagree about the set they were paging through.
request_id now breaks the tie, which the (startTime, request_id) index
already covers.

Drift from rows genuinely arriving inside the window between page fetches
is left alone. Removing it means keyset pagination over the distinct set,
which cannot keep the inner row cap, and that cap is what stops this
query from degrading into a full scan of LiteLLM_SpendLogs.
2026-07-24 17:28:17 -07:00