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9861 commits
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bde16ff5b7
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test(proxy): patch utils.get_server_root_path in passthrough auth tests
After removing get_server_root_path from pass_through_endpoints, route and JWT tests must mock litellm.proxy.utils where normalization reads it. Co-authored-by: Cursor <cursoragent@cursor.com> |
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3d00874438
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fix(proxy): match passthrough registry routes bare-to-bare with SERVER_ROOT_PATH
After #28547, get_request_route strips the deployment prefix while registry lookup still re-inflated stored paths via SERVER_ROOT_PATH, causing 404s under paths like /llmproxy/ml. Compare normalized bare routes in both is_registered_pass_through_route and get_registered_pass_through_route. Co-authored-by: Cursor <cursoragent@cursor.com> |
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c5d214cf81
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fix(key_generate): harden GHSA-q775 session-token exemption against default_key_generate_params
Capture _requested_team_id before the default_key_generate_params loop runs and
key the UI/CLI session-token budget-ceiling exemption off it, instead of the
post-defaults data.team_id. On an install that sets
default_key_generate_params.team_id, a session token requesting a personal key
(no explicit team_id) would otherwise have data.team_id auto-filled, flipping
is_ui_session_team_key on and bypassing the delegated-authority ceiling -- the
exact escalation GHSA-q775 closed. Mirrors the existing pre-defaults capture of
_requested_max_budget. Adds a regression test.
https://claude.ai/code/session_01RT583b1khYC3wjLrQ5hT5h
(cherry picked from commit
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26e9689c73
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fix(key_generate): exempt UI/CLI session tokens from the budget ceiling for team keys (#29612)
Non-admin users creating a team key through the UI were rejected with
"max_budget cannot exceed the caller's own max_budget (0.25)". The request is
authenticated by a UI/CLI session token whose max_budget is the per-session chat
spend cap (max_ui_session_budget, default $0.25), and the delegated-authority
budget ceiling (GHSA-q775-qw9r-2r4g) treated that cap as a delegation limit.
Skip the ceiling only when a session token creates a team key (data.team_id set);
that key's spend is bounded by the team budget at request time. Personal keys and
every other non-admin caller keep the ceiling, so a session token cannot mint an
arbitrary-budget personal key.
(cherry picked from commit
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ed04563db5
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fix: passthrough endpoints duplicate logs (#29598)
* fix duplicate cost callbacks for anthropic streaming pass-through
Two bugs caused _PROXY_track_cost_callback to see stream=True +
complete_streaming_response=None on every streaming pass-through request,
making the dedup guard in dispatch_success_handlers permanently inactive:
1. pass_through_endpoints.py created the Logging object with stream=False
for all requests. _is_assembled_stream_success short-circuits on
self.stream is not True, so has_dispatched_final_stream_success was
never set and any second dispatch went through unchecked.
Fix: set logging_obj.stream = True after stream detection.
2. _create_anthropic_response_logging_payload set complete_streaming_response
inside the try block after litellm.completion_cost(), so a pricing error
caused an early return without setting it on model_call_details.
Fix: set complete_streaming_response before the try block.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
* fix stream
* add stream to logging obj
* test(pass_through): give mock logging object a real model_call_details dict
The anthropic passthrough logging payload now records the assembled
response on model_call_details before cost calculation, which requires
model_call_details to support item assignment. In production it is always
a dict; the existing unit test stubbed the logging object with a bare Mock
whose attribute is not subscriptable, so the new assignment raised
TypeError. Use a real dict to match the production logging object.
* test(pass_through): cover streaming logging-obj stream flag
The streaming branch of pass_through_request that marks the logging object
as streaming (logging_obj.stream and model_call_details["stream"]) had no
unit coverage, so the patch coverage gate flagged it. Add a regression test
that drives a streaming pass-through request through pass_through_request and
asserts the logging object is flagged as a stream before dispatch.
* test(pass_through): cover SSE-response stream flag fallback branch
The auto-detected streaming branch of pass_through_request (when a request
that was not flagged as streaming returns a text/event-stream response) sets
logging_obj.stream and model_call_details["stream"] but had no unit coverage,
so the codecov patch gate failed at 60%. Drive a non-streaming pass-through
request whose upstream response is SSE through pass_through_request and assert
the logging object is flagged as a stream before dispatch.
* fix(pass_through): gate complete_streaming_response on stream flag
perform_redaction only scrubs complete_streaming_response when
model_call_details["stream"] is True. Setting it unconditionally for
non-streaming Anthropic pass-through responses left the assembled
response unredacted in model_call_details, which is handed to logging
callbacks as kwargs when message logging is disabled. Only record it for
actual streaming responses so redaction always applies.
---------
Co-authored-by: mubashir1osmani <mubashir.osmani777@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
(cherry picked from commit
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2110b41a16
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fix(vertex): strip output_config.effort for Vertex Claude models that reject it (Haiku 4.5) (#29585)
* fix(vertex): strip output_config.effort for models that reject it
Haiku 4.5 on Vertex AI does not support output_config.effort and 400s with
"output_config.effort: Extra inputs are not permitted". PR #27074 emptied
VERTEX_UNSUPPORTED_OUTPUT_CONFIG_KEYS so effort would forward for Opus/Sonnet
4.6+, but that made the strip unconditional across every Vertex Anthropic
model, including ones that don't support it. Claude Code injects effort into
its default Messages payload, so `claude --model claude-haiku-4.5` started
failing.
Make the sanitizer model-aware: drop output_config.effort for models that
don't advertise output_config support (or any reasoning effort level) while
forwarding it for those that do. The fix covers both the chat-completion and
Messages pass-through transformation paths since they share the helper.
* chore(vertex): log at debug when dropping unsupported output_config.effort
Operators pointing an unregistered Vertex Claude alias that does support
effort would otherwise see it stripped with no signal. Debug level keeps it
out of normal logs since Claude Code sends effort on every request.
(cherry picked from commit
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8373712086
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fix(key_generate): allow team members to create keys on org-scoped teams (#29310)
* fix(key_generate): allow team members to create keys on org-scoped teams
When a virtual key is created for a team, enterprise logic inherits the
team's organization_id onto the key (add_team_organization_id). Since the
VERIA-55 org-IDOR fix, /key/generate then required the caller to be an
explicit LiteLLM_OrganizationMembership member of that org, returning
403 "Caller is not a member of organization_id=<uuid>". Admins normally
only add users to teams (not orgs), so self-serve key creation regressed
for any user on an org-scoped team (regression since v1.84.0-rc.1).
Skip the org-membership check when organization_id was inherited from the
key's team (organization_id == team_table.organization_id). Team-level
authorization already gates this path, so team membership is sufficient.
The membership check still runs when a caller assigns an organization_id
that did not come from the key's team, preserving the IDOR protection.
Adds regression tests covering both the team-inherited (allowed) and
foreign-org (still blocked) cases.
Co-authored-by: Cursor <cursoragent@cursor.com>
* test(key_generate): cover mismatched team org IDOR path on generate
Add test_generate_key_foreign_org_with_mismatched_team_still_enforces_membership
for the case where a team is present but request organization_id differs from
team_table.organization_id. Enterprise inheritance is no-op'd in the test so
the guard is exercised directly; membership validation must still run.
Addresses Greptile review on #29310.
Co-authored-by: Cursor <cursoragent@cursor.com>
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
(cherry picked from commit
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521ddc3b18
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fix(proxy): resolve managed video model ids for auth (#29545)
* fix(proxy): resolve managed video model ids for auth
Co-authored-by: Cursor <cursoragent@cursor.com>
* test(proxy): cover character_id router model resolution
Co-authored-by: Cursor <cursoragent@cursor.com>
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
(cherry picked from commit
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80cf50dedb
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fix(v3 limiter): cap no-max_tokens TPM floor at smallest configured limit (#28805) | ||
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117136cccc
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fix(openai-moderation): wire streaming flags through to unified dispatcher (#27324) | ||
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7d1bd9d9f4
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fix(reset_budget): write only {spend, budget_reset_at} and stop pre-zeroing counter (#29358)
* fix(reset_budget): write only {spend, budget_reset_at} and stop pre-zeroing counter
ResetBudgetJob's batched update_data path shipped the full key/user/team
model on each reset. Prisma rejects object_permission_id and budget_limits
on the update input type, so any row carrying those fields detonated the
entire batch -- spend never reset, budget_reset_at never advanced. After
v1.84.0 started populating object_permission_id on UI-created keys, this
fires routinely.
_reset_budget_common also zeroed the cross-pod spend counter before the
DB write, so failed resets left enforcement reading 0 from the counter
while the DB still held the over-budget spend, admitting requests past
the cap until the counter naturally re-saturated from new reservations.
Switch the write to per-row narrow updates ({spend, budget_reset_at})
via db.batch_, and move the counter invalidation out of
_reset_budget_common so it only fires after the DB write commits. On
DB-write failure the counter is left untouched, enforcement continues
to block, and the next scheduler tick can retry without leaving a
bypass window.
Fixes #27730.
* fix(reset_budget): address Greptile review on #29358
- Strengthen the bypass-half regression test: replace the for-loop over
call_args_list (vacuously true when empty) with assert_not_called(),
so the test would actually flag a re-introduction of counter-zeroing
via any code path.
- Add the same explanatory docstring on _write_user_reset_updates and
_write_team_reset_updates that _write_key_reset_updates already has,
so all three helpers point future maintainers at #27730.
* test(reset_budget): update test_proxy_budget_reset for new batch-write path
Same shape as the previous test_reset_budget_job.py update: keys/users/teams
now write through prisma.db.batch_().<table>.update, not update_data, so the
tests need a batcher mock and updated assertions. Adds:
- _wire_batcher_for_test helper that returns a list which accumulates per-row
batch updates captured from prisma_client.db.batch_().
- _attrify helper that wraps dict fixtures so getattr(item, "token") works
alongside the dict item-access the fake_reset_* mocks rely on. The new
narrow-write helpers use getattr to pull out the row's id, and would
silently skip plain dicts otherwise.
- Updates 3 partial_failure tests to assert against the batch-call list
(rows by id, payload contains only {spend, budget_reset_at}) instead of
update_data.assert_awaited_once + data_list inspection.
- Updates test_reset_budget_continues_other_categories_on_failure: only
budget + enduser still flow through update_data; key/user/team go through
the batch path now.
- Wires the batcher mock into 3 service_logger_*_success tests so commit()
is actually awaitable and the success hook fires.
These tests were silently passing locally only because the editable install
in .venv pointed at the main repo, not the worktree — running pytest with
PYTHONPATH overridden to the worktree (matching CI) reproduces the failures.
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90b5104475
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feat(mcp/auth): additive key access-group grants + opt-in member assignment (#29313)
* fix(mcp): make key.access_group_ids grants additive over team ceiling A key whose unified access_group_ids grant a private MCP server was having that grant intersected against its team's MCP ceiling, so a key in a team scoped to other servers (or with no own scope) lost the granted server entirely. Resolve access_group_ids once as ungated additive grants and union them on top of the key/team ceiling instead of folding them into the key scope that gets intersected. * test(mcp): align key access-group tests with additive-grant model The previous commit moved key.access_group_ids resolution out of the intersected key ceiling (_get_allowed_mcp_servers_for_key) and into the ungated additive grant path (_get_key_access_group_mcp_server_extras), unioned on top of the team ceiling. Five tests from #28890/#29195 still asserted the old gated / in-key-scope contract and failed: - _get_allowed_mcp_servers_for_key now returns the object_permission ceiling only and never resolves access_group_ids; two tests now assert the group resolver is not called from that path (with and without an object_permission present). - The extras path is ungated, so a group whose assigned_team_ids / assigned_key_ids exclude the caller still contributes its servers. - The end-to-end test asserts the grant surfaces via the extras path rather than the base key path. - Dropped test_key_access_group_ids_empty_returns_no_extras; the empty case is already covered by the extras family's no-groups test. * feat(auth): gate member access-group assignment on keys behind opt-in Non-admin team members could attach access_group_ids to keys they create or update, letting them self-grant resources (MCP servers/models) the team admin never intended. Add an opt-in KEY_ACCESS_GROUP_ASSIGNMENT team-member permission (default-deny) enforced at /key/generate and /key/update; proxy and team admins bypass. Surfaces automatically as a checkbox in the team Member Permissions UI. * fix(auth): gate access-group assignment on /key/regenerate too RegenerateKeyRequest inherits access_group_ids and prepare_key_update_data persists it, so a non-admin key owner could self-grant access groups by regenerating. Apply the same opt-in member gate using the existing key's team. * test(auth): cover member access-group gate and additive MCP grants Add unit tests for enforce_member_can_assign_access_groups (deny without opt-in, allow with opt-in, and proxy-admin / team-admin / non-team-key bypasses) and for _get_key_access_group_mcp_server_extras (no-auth and no-resolved-servers return empty, resolved ids are expanded, errors degrade to no grants). |
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dc4f5b12ef
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fix(proxy): enforce allowed_passthrough_routes for auth=true pass-thr… (#29256)
* fix(proxy): enforce allowed_passthrough_routes for auth=true pass-through
Pass-through endpoints with auth=true were injected into openai_routes,
so teams with openai_routes access bypassed per-team allowed_passthrough_routes.
Gate auth-enforced pass-through at JWT, virtual-key, and non-admin route checks.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(proxy): clarify JWT passthrough denial
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(proxy): make pass-through auth checks method-aware
Prevent allowlist bypass when the same path is registered with different auth settings per HTTP method.
Co-authored-by: Cursor <cursoragent@cursor.com>
* Fix passthrough route auth checks
* fix(proxy): reject unregistered pass-through HTTP methods
Enforce method-aware JWT checks and return 405 when stale FastAPI routes accept requests outside the current pass-through registry.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(proxy): remove duplicate request_method in JWT team lookup
Fixes SyntaxError on proxy startup caused by passing request_method twice to find_team_with_model_access.
Co-authored-by: Cursor <cursoragent@cursor.com>
* Fix passthrough route auth enforcement
* fix(proxy): raise passthrough-specific 403 directly in virtual-key path
* fix(proxy): load team for RBAC role-claim JWT passthrough gating
* Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326)
This reverts the Bedrock CI account migration (#28728). The original account
(888602223428) was put under an AWS security restriction after a leaked key
and has since been reactivated, while the replacement account (941277531214)
lacks access to several models the suites exercise (legacy Bedrock Claude 3
models, Cohere, Nova Canvas image gen, Bedrock batch inference, and flagship
Opus). Pointing CI back at the reactivated account restores that coverage.
This is the exact inverse of #28728: all hardcoded 941277531214 references go
back to 888602223428 (provisioned/imported-model ARNs, AgentCore runtime ARNs
and their suffixes, batch execution role ARN, and the example proxy config),
the S3 buckets revert to litellm-proxy and load-testing-oct, the guardrail IDs
revert to wf0hkdb5x07f and ff6ujrregl1q, the SageMaker endpoint and Knowledge
Base revert to their original ids, and the live-call tests go back to the
legacy model strings. The grid_spec fail_reason workaround for the unentitled
Opus cells is dropped while keeping the unrelated bedrock_effort_ceiling field
added after the migration.
The CircleCI AWS_ACCESS_KEY_ID / AWS_SECRET_ACCESS_KEY env vars still point at
941277531214 and must be set to the reactivated account's fresh credentials
separately via the CircleCI API; AWS_REGION_NAME stays us-west-2.
(cherry picked from commit
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ba2699740c
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feat(pass_through): extend passthrough_managed_object_ids to Azure (#29160)
* feat(pass_through): extend passthrough_managed_object_ids to Azure
Adds managed ID minting/resolution for Azure passthrough endpoints
(/azure/...) alongside the existing OpenAI passthrough support.
Key changes:
- pass_through_endpoints.py: detect azure/azure_ai custom_llm_provider
(string or enum) to set _is_managed_id_provider and _managed_id_provider;
both INPUT and OUTPUT rewrite blocks now fire for Azure.
- llm_passthrough_endpoints.py: forward custom_llm_provider into
create_pass_through_route so it reaches pass_through_request (was None).
- managed_id_rewriter.py: extend _PASSTHROUGH_PREFIX_RE and _canonical_path
to strip /azure/openai prefix and add /v1/ for Azure paths that omit it;
add ("azure", method, path) entries to BUILTIN_OUTPUT_ID_FIELD_MAP for
files and batches endpoints.
- managed_id_codec.py / types/utils.py: supporting codec and enum constant.
- proxy_server.py: register llm_passthrough_router before batches_router to
prevent route collision for /openai_passthrough/* paths.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(pass_through): remove unused imports for ruff F401
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(pass_through): satisfy mypy for optional parsed_body
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(pass_through): compute query params string after managed-ID rewrite
Move requested_query_params_str computation to after the managed-ID
input rewrite block so logging_url reflects the rewritten raw-provider
query params actually sent upstream, instead of the original
managed IDs.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* Add support for managed ids for passthrough responses api
* Add support for list batches and list files
* style: run Black on passthrough managed ID files
Fix CI formatting for managed_id_rewriter.py and pass_through_endpoints.py.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(passthrough): parse json file_object and implement before-cursor pagination
- Parse row.file_object via json.loads when Prisma returns it as a string;
mirrors openai_files_endpoints/common_utils.py so list responses keep all
stored detail fields (status, timestamps, etc.).
- Implement the previously-parsed-but-unused 'before' cursor for list
pagination by flipping fetch order to ascending with a 'gt' bound on
created_at, then reversing rows so the response stays newest-first.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* Remove logger
* refactor: split list_passthrough_ids_from_db to fix PLR0915
Extract pagination, fetch, and serialization helpers so the main list
function stays under the statement limit without changing behavior.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix: scope passthrough managed ID dedup and list by provider
Validate embedded provider before reusing deduped file/object rows so
OpenAI and Azure cannot share the same managed ID for an identical raw ID.
Filter list responses to rows whose managed IDs decode to the current
provider, with over-fetch scanning when needed.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(managed_id_rewriter): cap pagination trim at effective limit
When raw_limit > 100, fetch_limit is capped at 101 (one extra row to
detect has_more), but trimming with rows[:raw_limit] failed to drop
the sentinel row. Use the capped effective limit instead.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix: cross-provider object collision and fail-closed list error handling
Greptile P1: move provider check before access check in _mint_or_reuse_object
so a cross-provider raw ID collision (OpenAI and Azure share the same batch_
ID) falls through to mint a new provider-scoped row instead of raising 404.
Veria-ai medium: _fetch_provider_scoped_list_rows now always returns
(page, has_more) — DB errors break out of the scan loop and return matched
rows so far. list_passthrough_ids_from_db never returns None for a recognised
list route, so the caller can never fall through to the upstream provider.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix: namespace passthrough model_object_id by provider to prevent unique violation
Store model_object_id as 'passthrough:{provider}:{raw_id}' instead of the
bare raw ID so OpenAI and Azure can each own a row for the same raw batch ID
without hitting the @unique constraint. Dedup lookup uses the same namespaced
key so it is implicitly provider-scoped and the _managed_id_matches_provider
check is no longer needed on the object path.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix: gate list interception on managed_files hook like input/output rewrites
Without the hook no managed IDs are minted so the DB is empty. Intercepting
GET /v1/files without the hook returned an empty list and hid the caller's
real upstream files/batches. Matches the guard used by the input and output
rewrite blocks.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix: set has_more=True when scan cap is hit with a full final DB batch
When max_scans (20) is exhausted and the last DB page was full-sized,
there are almost certainly more rows beyond the scan window. Track
last_batch_full across iterations so the scan_cap_hit condition sets
has_more=True in that case, preventing silent pagination truncation in
high-mixed-provider pools.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(managed_id_rewriter): scope pagination cursor lookup to caller-owned rows
Prevent a cross-tenant timing oracle by constraining the after/before
cursor row lookup to the caller's owner_filter, and cover the real Azure
responses path form (no /v1/) in tests.
* fix(managed_id_rewriter): align passthrough list metadata with direct GET
Persist upstream file metadata when minting a managed file ID and rewrite
nested batch file IDs before snapshotting the object, so DB-served file/batch
list responses return the same fields and managed IDs as a direct endpoint
GET.
* fix(managed_id_rewriter): degrade to raw id on cross-owner object collision
The OUTPUT (mint) path of _mint_or_reuse_object raised HTTPException(404)
when a dedup hit on the namespaced model_object_id belonged to a different
owner, converting a successful upstream batch/response creation into a 404
for the caller. Two upstream accounts under one provider name can issue the
same raw id, so this is reachable in multi-tenant deployments.
Return the caller's raw id unmanaged instead: the upstream create already
succeeded, a new managed row can't be minted (model_object_id is @unique),
and reusing the other owner's managed id would later fail the access check.
* fix(managed_id_rewriter): scope list cursor by provider and cap body-rewrite recursion depth
* perf(managed_id_rewriter): push batch list provider scope to DB and anchor canonical-path prefix
Object (batch) list rows store model_object_id as passthrough:{provider}:{raw},
so the provider filter is now applied at the indexed DB column, collapsing the
application-layer multi-scan to a single query for that table. File rows keep
the decode-based scan since they have no provider column.
Anchor the canonical-path prefix regex at a path boundary so routes such as
/openai_realtime/... are no longer mis-stripped.
* fix(managed_id_rewriter): refresh stored batch snapshot on reuse
The dedup-reuse path in _mint_or_reuse_object returned the existing managed id
without updating the stored file_object, so DB-served list responses kept the
creation-time snapshot and showed null output_file_id/error_file_id even after
the batch completed. Refresh the snapshot when an owned row is reused so the
list reflects the batch's latest state.
* fix(managed_id_rewriter): deny cross-owner object access on retrieve/cancel/delete
Returning the raw id when can_access_resource fails only made sense for create
responses, where the caller's own upstream create succeeded under a raw id that a
different owner already holds. On retrieve/cancel/delete the caller reaches that
branch only by supplying another tenant's raw id (which bypasses the managed-id
input gate), so echoing the upstream object back leaked it cross-tenant. Restrict
the raw fallback to create routes and return 404 otherwise.
* fix(managed_id_rewriter): deny cross-owner file access on retrieve/delete
_mint_or_reuse_file scoped the raw file dedup lookup to the current caller, so a
raw file-... id belonging to another tenant was never found and the OUTPUT path
minted a fresh managed id for that same upstream file under the caller. A raw id
only reaches this path by skipping the managed-id input gate (raw provider ids
are opt-out), so a different-owner row means the caller is touching someone
else's file. Look up flat_model_file_ids globally and run can_access_resource;
deny with 404 on retrieve/delete and leave the raw id unmanaged on create, which
mirrors the cross-owner handling already in _mint_or_reuse_object.
* fix(managed_id_rewriter): deterministic provider-scoped file dedup
Replace the unscoped find_first in _mint_or_reuse_file with a find_many
ordered by created_at and an application-layer provider filter. The file
table has no provider column, so a raw file id shared across OpenAI and
Azure could map to one row per provider; find_first then picked a row
non-deterministically and, on a provider mismatch, minted a fresh managed
row on every call, accumulating duplicates. Selecting the oldest matching
same-provider row the caller can access keeps reuse stable and prevents
duplicate rows while preserving the cross-tenant deny/leave-raw behaviour.
* refactor(pass_through): scope passthrough managed IDs on the explicit provider
Move the openai/azure detection out of pass_through_request into
resolve_passthrough_managed_id_provider in llms/base_llm/managed_resources,
and key managed-ID rewriting on the forwarded custom_llm_provider rather than
the upstream URL's EndpointType. The helper documents why azure and azure_ai
collapse to one "azure" scope (they share the same Azure OpenAI files/batches
surface, so an ID minted on one must resolve on the other) and returns None for
any other provider so a third-party OpenAI-compatible endpoint never triggers
managed-ID minting.
Add TestManagedIdProviderScope covering the azure_ai -> azure collapse and the
non-openai/azure exclusion.
* test(log_db_metrics): assert sanitized event_metadata contract
test_log_db_metrics_success still asserted the legacy event_metadata
shape (function_name/function_kwargs/function_args), which #28909
intentionally removed so that live Prisma clients, OTel spans, and
secrets never land on a service-log span. The decorator now emits only
a sanitized payload: None when no table_name is present, and
{"table_name": ...} when it is. Update the test to verify both branches
of that contract.
* fix(managed_id_rewriter): page provider-scoped file list by offset
The file list scan advanced its cursor with a strict created_at boundary.
When several rows shared a created_at timestamp and a non-matching provider
row sat on the page boundary, the next query skipped the remaining rows at
that timestamp, dropping matching files from the response. Page by a stable
offset over a total order (created_at plus the unique id column) so tied
rows are never skipped or repeated.
* fix(managed_id_rewriter): push file-list provider scope to the DB
The file-list helper had no provider column to query, so it scanned the
table and filtered by decoding each managed ID in the application layer,
capped at 20 pages. For an admin with a large mixed-provider file pool
that cap could truncate a page.
Mint now writes a _passthrough_provider:{provider} marker into
flat_model_file_ids, giving the file table the same DB-queryable provider
scope object rows already get from the namespaced model_object_id. The
list helper pushes the scope into the query so a single round-trip serves
the page. The scan loop, the offset paging, and the cap are gone, so pages
can no longer truncate, leak the other provider, or skip rows that share a
created_at timestamp.
* fix(managed_id_rewriter): deny raw provider IDs that map to another tenant's managed resource
Clients only ever receive managed IDs on passthrough, so a raw file/batch/response ID for another tenant's managed object can only be recovered by decoding that tenant's managed ID. Raw IDs were forwarded upstream untouched (deliberate opt-out), which on a retrieve/cancel/delete executed upstream before the response-side ownership check ran, leaking a cross-tenant action.
Guard raw provider IDs on the input path: when a raw file-/batch_/resp_ ID resolves to a managed row the caller cannot access, return 404 before forwarding. Genuinely unmanaged raw IDs (no DB row) and IDs the caller owns are left untouched, preserving the opt-out.
* test(managed_id_rewriter): cover azure_ai and pre-versioned azure passthrough paths
* fix(managed_id_rewriter): fall back to raw id when persistence fails
A DB persistence failure after a successful upstream create left the
client holding a minted managed ID with no backing row, so every later
resolve returned 404 and the resource was permanently unreachable. Mint
the managed ID only when the row is stored; on persistence failure return
the raw provider id, matching the no-persistence-available fallback, so
the freshly-created resource stays reachable.
* fix(managed_id_rewriter): log only rewritten query param keys
* fix(managed_id_rewriter): use compound (created_at, id) list cursor boundary
A timestamp-only lt/gt cursor boundary skips list rows that share the
cursor row's created_at across a page boundary, silently dropping them.
Compare the unique id (the secondary sort key) alongside created_at so
the page walk stays complete when timestamps tie.
* fix(managed_id_rewriter): converge concurrent object creates on one managed id
* fix(managed_id_rewriter): bound raw-id guard DB lookups per request
The INPUT guard fired one DB lookup for every file-/batch_/resp_ prefixed
string in the path, query, and body. The file-id guard is an unindexed
array-containment scan over LiteLLM_ManagedFileTable, so an authenticated
caller could amplify a single passthrough request into thousands of
full-table scans by packing a body with id-shaped strings.
De-dupe raw ids within a request and cap the distinct guard lookups,
failing closed with 400 instead of skipping the guard. Legitimate callers
hold managed ids (resolved via an indexed unified_*_id lookup, not the
guard), so the cap only trips under abuse.
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
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7ca796beb1
|
fix(proxy): restrict vector store index create/delete to proxy admins (#29202)
* fix(proxy): restrict vector store index create/delete to proxy admins Prevent non-admin API keys from registering indexes via POST /v1/indexes or deleting Azure AI Search indexes through managed pass-through routes. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(proxy): tighten vector store index lifecycle checks Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com> |
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4c3efe9c7c
|
fix(guardrails): return HTTP 400 for litellm content filter blocks (#28418)
* fix(guardrails): return HTTP 400 for litellm content filter blocks Align litellm_content_filter hard rejects with the standard guardrail block status code so clients receive 400 instead of 403. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(guardrails): return HTTP 400 for custom code guardrail blocks Pre-call custom code guardrail blocks now raise HTTPException(400) instead of using the passthrough ModifyResponseException path that returned a synthetic 200 response. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(guardrails): preserve custom code passthrough blocks Keep standalone custom code guardrail blocks on the passthrough contract while covering policy pipeline block handling for passthrough-style guardrail interventions. Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com> |
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152b1177e5
|
test(reasoning-effort-grid): cover Claude Opus 4.8 across provider routes (#29327)
* test(logging): align DB metrics event_metadata assertions with safe redaction PR #28909 hardened log_db_metrics to emit a minimal, non-sensitive event_metadata (only table_name when present, otherwise None) instead of dumping function_name, function_kwargs, and function_args onto the span. The test in test_log_db_redis_services was not updated and still asserted "function_name" in event_metadata, which raised TypeError (argument of type 'NoneType' is not iterable) and turned the logging_testing CI job red on litellm_internal_staging. Update test_log_db_metrics_success to assert event_metadata is None when no table_name is passed, and add test_log_db_metrics_event_metadata_is_safe as a regression guard verifying that only the table name surfaces and that sensitive kwargs (tokens, prisma client) are never dumped. * test(bedrock): self-heal opus-4-7 grid cells when unentitled on CI The bedrock-claude-opus-4-7 converse cells are unentitled on the Bedrock CI account, so they were marked xfail. xfail keeps reporting them as expected failures even after access is granted, so the wire translation never gets verified again. Now the cell makes the call and skips only when Bedrock replies "is not available for this account"; the moment the model is entitled the same cells run their full assertions with no edit. A focused unit test pins the tolerance predicate so any other failure still surfaces loudly and the available path still runs the assertions. * test(reasoning-effort-grid): add claude-opus-4-8 across provider routes Adds claude-opus-4-8 to the anthropic, azure, vertex and bedrock-converse routes (275 cells total) so the reasoning-effort wire translation is covered for the new model. The bedrock opus-4-8 and opus-4-7 cells reuse the self-heal path: they run the call and skip only on Bedrock's "is not available for this account" reply, then assert in full once the model is entitled. The azure and vertex opus-4-8 cells stay xfail until a Foundry deployment exists and Vertex availability is confirmed. The shared xhigh+max capability set is renamed to _CAPS_XHIGH_MAX now that more than one model uses it. |
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94a043efb2
|
refactor(proxy/auth): normalize Bearer prefix in safe-hash helper (#29343)
* refactor(proxy/auth): normalize Bearer prefix in safe-hash helper
UserAPIKeyAuth._safe_hash_litellm_api_key now strips a leading
"Bearer "/"bearer " prefix before its existing sk-/JWT classification, so
the helper produces the same hashed output regardless of whether the
caller stripped the Authorization header prefix or passed the header
value through unchanged.
* refactor(proxy/auth): make Bearer-prefix strip case-insensitive
Per RFC 7235 the HTTP authorization scheme token is case-insensitive.
Replace the two-prefix loop with a single case-insensitive check so the
helper normalizes "Bearer ", "bearer ", "BEARER ", and any mixed-case
variant before classifying the remainder as sk- or JWT. The contract
test gains coverage of "BEARER " and "BeArEr ".
* test(mcp): align auth-handler test expectations with safe-hash helper
The two MCP auth tests asserted that UserAPIKeyAuth(api_key="Bearer ...")
retained the raw header bytes on the api_key field. _safe_hash_litellm_api_key
now normalizes that input — stripping the Bearer prefix and hashing the
resulting sk- key — so the expectations move to the normalized form:
the bare token in the parametrize case, and hash_token("sk-...") in the
backward-compat assertion. This matches what the real auth flow produces
(the builder strips Bearer and the DB stores the hashed token), so the
mocks now line up with production rather than with the un-normalized
validator output.
|
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bfbb5d2375
|
fix(ci): make litellm_internal_staging green (logging test + Bedrock Opus 4.7 self-heal) (#29344)
* test(logging): align DB metrics event_metadata assertions with safe redaction PR #28909 hardened log_db_metrics to emit a minimal, non-sensitive event_metadata (only table_name when present, otherwise None) instead of dumping function_name, function_kwargs, and function_args onto the span. The test in test_log_db_redis_services was not updated and still asserted "function_name" in event_metadata, which raised TypeError (argument of type 'NoneType' is not iterable) and turned the logging_testing CI job red on litellm_internal_staging. Update test_log_db_metrics_success to assert event_metadata is None when no table_name is passed, and add test_log_db_metrics_event_metadata_is_safe as a regression guard verifying that only the table name surfaces and that sensitive kwargs (tokens, prisma client) are never dumped. * test(bedrock): self-heal opus-4-7 grid cells when unentitled on CI The bedrock-claude-opus-4-7 converse cells are unentitled on the Bedrock CI account, so they were marked xfail. xfail keeps reporting them as expected failures even after access is granted, so the wire translation never gets verified again. Now the cell makes the call and skips only when Bedrock replies "is not available for this account"; the moment the model is entitled the same cells run their full assertions with no edit. A focused unit test pins the tolerance predicate so any other failure still surfaces loudly and the available path still runs the assertions. |
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2d4c13c00f
|
fix(mcp): preserve omitted fields on PUT /v1/mcp/server partial updates (#29253)
* fix(mcp): preserve omitted fields on PUT /v1/mcp/server partial updates Use model_dump(exclude_unset=True) for updates so schema defaults (transport=sse, allow_all_keys=false, etc.) are not written when callers omit them. Serialize JSON fields from the filtered dict and only force is_byok on create. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(mcp): allow explicit alias=None on MCP server partial updates Snapshot caller-provided fields before normalization so omitted alias is not written while an intentional alias=None still clears the stored value. Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com> |
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|
ace3c65ab3
|
fix(mcp): preserve source_url in GET /v1/mcp/server list responses (#29249)
* fix(mcp): preserve source_url in GET /v1/mcp/server list responses
The list endpoint builds responses from the in-memory registry, but
source_url was dropped during the DB-to-registry roundtrip even though
GET /v1/mcp/server/{id} returned it correctly from the database.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(tests/mcp): set source_url on MagicMock table records
MagicMock auto-creates source_url as a mock object, which fails MCPServer
Pydantic validation after source_url was wired through build_mcp_server_from_table.
Co-authored-by: Cursor <cursoragent@cursor.com>
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
|
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f11c12d157
|
Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326)
This reverts the Bedrock CI account migration (#28728). The original account (888602223428) was put under an AWS security restriction after a leaked key and has since been reactivated, while the replacement account (941277531214) lacks access to several models the suites exercise (legacy Bedrock Claude 3 models, Cohere, Nova Canvas image gen, Bedrock batch inference, and flagship Opus). Pointing CI back at the reactivated account restores that coverage. This is the exact inverse of #28728: all hardcoded 941277531214 references go back to 888602223428 (provisioned/imported-model ARNs, AgentCore runtime ARNs and their suffixes, batch execution role ARN, and the example proxy config), the S3 buckets revert to litellm-proxy and load-testing-oct, the guardrail IDs revert to wf0hkdb5x07f and ff6ujrregl1q, the SageMaker endpoint and Knowledge Base revert to their original ids, and the live-call tests go back to the legacy model strings. The grid_spec fail_reason workaround for the unentitled Opus cells is dropped while keeping the unrelated bedrock_effort_ceiling field added after the migration. The CircleCI AWS_ACCESS_KEY_ID / AWS_SECRET_ACCESS_KEY env vars still point at 941277531214 and must be set to the reactivated account's fresh credentials separately via the CircleCI API; AWS_REGION_NAME stays us-west-2. |
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967fed1fa1
|
feat(enterprise): add RESEND_FROM_EMAIL for self-hosted Resend sends (#28830)
Allow self-hosted installs to override the default LiteLLM sender address via RESEND_FROM_EMAIL, matching SendGrid's SENDGRID_SENDER_EMAIL pattern. Co-authored-by: Cursor <cursoragent@cursor.com> |
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4cc3dd7aad
|
feat(context_management): compact_20260112 polyfill for non-Anthropic providers (#28868)
* feat(anthropic/messages): in-gateway context_management polyfill for non-Anthropic providers
- Add `context_management/` module with `clear_tool_uses_20250919` editor
dispatched before chat-completions translation on `/v1/messages`
- Hard-protect most-recently completed tool_result from being cleared
- Attach `context_management.applied_edits` to both non-streaming and
streaming (final `message_delta`) responses
- Bedrock Converse: forward `context_management`; filter to
`compact_20260112`-only edits with `compact-2026-01-12` beta header
- token_counter: guard Anthropic-format tools (no `function` key) to
prevent AttributeError during polyfill token counting
- Streaming: handle empty-choices usage-only trailing chunks
- Skip polyfill when `litellm.drop_params = True`
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(bedrock): pop None context_management before sending to Bedrock Converse
If context_management is forwarded as None (e.g. when mapping returns
None for an invalid format), _filter_context_management_for_bedrock_converse
previously returned early without removing the key, leaving
"context_management": null in the request and causing a validation
error. Pop the key when the value is not a dict.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(bedrock/converse): pop None context_management; extract helpers to fix PLR0915
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(anthropic/messages): check per-request drop_params alongside global
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix(anthropic/messages): preserve drop_params for downstream and respect explicit False
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix: lazy debug logging in clear_tool_uses; remove unused context_management constants
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(anthropic/messages): guard context_management polyfill with try/except
Wrap apply_context_management() in a try/except so any failure (e.g.
litellm.token_counter raising on an unknown tokenizer or unexpected
message format) is logged but does not crash the underlying LLM
request. The polyfill is a best-effort additive feature; on failure we
forward the original messages without applied edits.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(token_counter): guard None input_schema in Anthropic tool fallback
Use `or {}` instead of `.get(..., {})` so explicit null parameters do not
raise AttributeError when formatting function definitions for token counting.
Co-authored-by: Cursor <cursoragent@cursor.com>
* fix: minimize context_management polyfill threading
- Use None (not empty list) for polyfill_applied_edits when context
management isn't requested, so semantics of 'feature not requested'
vs 'feature requested but no edits applied' are distinct.
- In the streaming iterator, only pass applied_edits to the per-chunk
translator on the final (finish_reason) chunk; intermediate chunks
ignore it anyway, and this makes intent explicit on both sync and
async paths.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(context_management): align tool_use counts and normalize list spec
- _count_tool_uses now requires a string id, matching _collect_tool_use_ids_in_order so the tool_uses trigger can't fire on blocks that aren't clearable.
- apply_context_management dispatcher now accepts the OpenAI list form and normalizes it via AnthropicConfig.map_openai_context_management_to_anthropic, so the polyfill path no longer silently no-ops on list input.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* feat(context_management): add compact_20260112 polyfill for non-Anthropic providers
Implements an in-gateway compaction polyfill that summarizes long conversations
using a configurable model when `compact_20260112` is requested for non-Anthropic
targets (e.g. OpenAI, Gemini), matching Anthropic's context management beta
behaviour for those providers.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
* fix(compact): skip tool_result-only user turns; bedrock: elif for context_management
- compact_20260112 Phase D: when keeping the last user turn after a full
summary, skip role=user turns whose content is exclusively tool_result
blocks. Such turns translate to OpenAI tool-role messages with no
preceding assistant tool_calls (those got summarized away), which
non-Anthropic providers reject. Fall back to a synthetic continuation
prompt if no eligible user question exists, so the downstream call
always has a non-empty user message.
- bedrock converse: chain the context_management param as elif so it
follows the same if/elif pattern as the surrounding thinking/
reasoning_effort checks.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(anthropic): post-compaction question selection, system type, sync stream merge
- compact.py: select last user question from effective_messages (post-compaction slice) instead of raw messages, so prior summarized turns aren't reintroduced
- handler.py: widen _prepare_completion_kwargs system parameter type to Union[str, List[Dict]] matching PolyfillResult.system
- streaming_iterator.py: mirror async hold-and-merge logic in sync __next__ so context_management is attached to the final merged message_delta when stop_reason and usage arrive in separate chunks
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(anthropic/messages): apply context_management on sync path; clear held stop_reason chunk in async iterator
- Sync `anthropic_messages_handler` was silently dropping the
`context_management` kwarg via `ANTHROPIC_ONLY_REQUEST_KEYS` after the
polyfill was moved into the async handler. Bridge to the async
dispatcher with `run_async_function` so `litellm.messages.create()`
callers keep working (regressed e.g. `clear_tool_uses_20250919`).
- In the streaming iterator's `__anext__` `StopIteration` handler, clear
`self.holding_stop_reason_chunk` after capturing it (matches `__next__`)
so a subsequent call doesn't re-emit the same chunk.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(bugfixes): bedrock None context_mgmt; stream per-instance queue; sync polyfill; trailing-chunk passthrough
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(anthropic): silently drop trailing chunks after usage; remove dead _polyfill_result key
- streaming_iterator: in sync __next__, after the usage chunk has been
merged and emitted, silently consume any trailing provider events
via 'continue' instead of forwarding them through the queue. Trailing
chunks would translate to content_block_delta or message_delta and
violate Anthropic SSE ordering after the final message_delta. The
async __anext__ already drops these via 'if not self.queued_usage_chunk:'
gating, so this aligns sync and async behavior.
- handler: drop unused '_polyfill_result' from ANTHROPIC_ONLY_REQUEST_KEYS.
PolyfillResult is passed as an explicit arg to the adapter methods, never
through extra_kwargs, so the entry was dead code.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* refactor(anthropic): extract usage-merge helper; guard empty slice-only compaction result
- Extract the duplicated hold-and-merge usage logic from the sync __next__ and
async __anext__ paths into a shared _merge_usage_into_held_stop_reason_chunk
helper so the subtle cache-token / context_management attachment lives in
exactly one place.
- In the compact_20260112 slice-only path, fall back to _select_last_user_question
when _strip_compaction_blocks produces an empty list (e.g. messages ending on
an assistant turn whose only content was the compaction block) so the
downstream API never receives an empty messages array.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* refactor(anthropic/context_management): streaming iterator compaction fixes and compact polyfill improvements
- Extract usage-merge helper; guard empty slice-only compaction result
- Silently drop trailing chunks after usage; remove dead _polyfill_result key
- Fix bedrock None context_mgmt; stream per-instance queue; sync polyfill; trailing-chunk passthrough
- Apply context_management on sync path; clear held stop_reason chunk in async iterator
- Fix post-compaction question selection, system type, sync stream merge
- Skip tool_result-only user turns; bedrock: elif for context_management
- Add streaming iterator compaction test suite
Co-authored-by: Cursor <cursoragent@cursor.com>
* revert(html): restore flat *.html naming in _experimental/out
Reverses the accidental rename from *.html → */index.html introduced in
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3be3c1dea1
|
feat(otel): add team_metadata, http.route, and model names to inference spans (#29319)
Some checks are pending
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12d29a38a7
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tests(proxy_server): surface current behavior in tests (#29309)
* test(proxy/proxy_server): pin forwarding routes (PR2) (#28887) * test(proxy): pin proxy_server.py forwarding-route behavior PR2 of the proxy_server.py behavior-pinning project: fills the 12 forwarding-route test files added by the harness PR with happy + error pins for all 52 LLM-facing routes (models, chat/completions, completions, embeddings, moderations, audio, assistants, threads, utils, model-info, model-metrics, queue). Every happy-path test asserts the full response dict via normalize() so the gate enforces real shape pinning rather than status codes. * test(proxy): drop task-plumbing comments from PR2 test files * test(proxy): tighten PR2 error-path status-code pins Apply the same review feedback Greptile gave on PR1 (#28856) and PR3 (#28850) to PR2's forwarding-route tests: - Replace permissive `>= 400` / `in (X, Y)` status assertions with the exact 500/405 the handler actually returns, so a regression that silently shifts the code now fails the pin. - Add a body-presence check alongside each tightened status assertion to satisfy _pin_check.py's no-status-only rule. --------- Co-authored-by: Claude <noreply@anthropic.com> * test(proxy): pin proxy_server.py non-route surface behavior (PR1) (#28856) * test(proxy): pin proxy_server.py non-route surface behavior (PR1) Fills the 7 PR1 placeholder files under tests/test_litellm/proxy/proxy_server/ with behavior pins for the non-route surface of proxy_server.py: lifecycle/init/shutdown, ProxyConfig class methods, DB-overlay config scrubbers, spend counters, background-health helpers, OpenAPI customization, exception handlers, and streaming-generator helpers. 233 tests cover 101 pin-list symbols (1+ happy + 1+ error each). New-tests-only coverage on litellm/proxy/proxy_server.py: 32.80% line / 20.91% branch (PR1 gate: 25% line / 18% branch). Full directory runs in ~22s with -n 4. Plan: https://www.notion.so/Plan-Pin-proxy_server-py-behavior-2026-05-25-36c43b8acdab81ee845fd5365128a2fc * test(proxy): address Greptile review comments on test_lifecycle.py - test_initialize_signature_is_async_with_expected_params: hard-code expected_param_count so a signature change actually trips the gate (previously both sides of the comparison were len(sig.parameters)). - test_check_request_disconnection_invalid_when_connected_times_out: patch asyncio.sleep so the test no longer spins for ~1.2 s of real wall-clock; timeout lowered to 0.05 s. --------- Co-authored-by: Claude <noreply@anthropic.com> * test(proxy/proxy_server): pin control-plane routes (PR3) (#28850) * test(proxy/proxy_server): pin misc routes (PR3, partial) Adds happy + error tests for the misc control-plane routes: GET /, /routes, /adaptive_router/state, /get_logo_url, /get_image, /get_favicon. Also gitignores .pin_list.txt (used by the pin gate). * test(proxy/proxy_server): pin login/SSO routes (PR3, partial) Adds happy + error tests for the 5 login/SSO control-plane routes: GET /fallback/login, POST /login, POST /v2/login, POST /v3/login, POST /v3/login/exchange. Mocks authenticate_user and create_ui_token_object at their imported location. * test(proxy/proxy_server): pin onboarding routes (PR3, partial) Adds happy + error tests for the 2 onboarding control-plane routes: GET /onboarding/get_token, POST /onboarding/claim_token. Wires a MagicMock async context manager for prisma_client.db.tx() and signs the onboarding JWT with the patched master_key. * test(proxy/proxy_server): pin model_cost_map reload routes (PR3, partial) Adds happy + error tests for the 5 model-cost-map control-plane routes: POST /reload/model_cost_map, POST|DELETE|GET /schedule/model_cost_map_reload(/status), GET /model/cost_map/source. Attaches litellm_config to mock_prisma per-test (the table is not in the default _PRISMA_TABLES fixture). * test(proxy/proxy_server): pin anthropic_beta_headers reload routes (PR3, partial) Adds happy + error tests for the 4 anthropic-beta-headers control-plane routes: POST /reload/anthropic_beta_headers, POST|DELETE|GET /schedule/anthropic_beta_headers_reload(/status). Stubs db.litellm_config (not in default _PRISMA_TABLES) and monkeypatches reload_beta_headers_config so no network calls fire. * test(proxy/proxy_server): pin invitation routes (PR3, partial) Adds happy + error tests for the 4 invitation control-plane routes: POST /invitation/new, GET /invitation/info, POST /invitation/update, POST /invitation/delete. Patches _user_has_admin_privileges / _user_has_admin_view to avoid extensive get_user_object mocking. * test(proxy/proxy_server): pin config CRUD routes (PR3, partial) Adds happy + error tests for the 8 config-CRUD control-plane routes: POST /config/update, POST|GET /config/field/update|info, GET /config/list, POST /config/field/delete, POST /config/callback/delete, GET /get/config/callbacks, GET /config/yaml. Attaches litellm_config to mock_prisma per-test. * test(proxy/proxy_server): tighten pin assertions per review - test_routes_misc.py: `b"" in response.content` is trivially true; replace with `len(response.content) > 0` so an empty 405 body trips the gate. - test_routes_login_sso.py: `len(response.content) >= 0` is trivially true; tighten to `> 0`. - test_routes_anthropic_beta.py: replace brittle string-literal checks on the serialized JSON (`'"interval_hours": 12' in payload`) with `json.loads` + dict access so the assertion survives any serializer spacing. - test_routes_config.py: `assert status_code in (404, 500)` was too permissive; the handler re-raises HTTPException(404) verbatim, so pin 404 strictly. --------- Co-authored-by: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> |
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d82eb33a60
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feat(otel): typed semconv-aligned OpenTelemetry instrumentation (#28909) | ||
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581c30f1e8
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[internal copy of #29089] fix: duplicate claude code traces (#29311) | ||
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c754c560dd
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fix(proxy): link passthrough success spans to the SERVER root OTEL span (#29315)
* fix(proxy): link passthrough success spans to the SERVER root OTEL span Passthrough requests never wired user_api_key_dict.parent_otel_span into the logging metadata, so on success the litellm_request span orphaned into its own trace and the "Received Proxy Server Request" root span was never ended. Setting it once in _init_kwargs_for_pass_through_endpoint fixes both the non-streaming and streaming paths, since update_environment_variables copies that metadata onto the logging object's model_call_details, which is what the OTEL handler reads. Resolves LIT-3443 * fix(proxy): set passthrough parent span after client metadata merge Greptile flagged that litellm_parent_otel_span was assigned before the _metadata.update() calls that merge request-body metadata, so a client body mirroring the internal key could overwrite the real span with a JSON scalar and null the fix for that request. Move the assignment after the merge and add a regression test that fails on the old ordering. * fix(proxy): also set user_api_key after client metadata merge Per Greptile, user_api_key had the same clobber window as the parent span: a passthrough request body mirroring the key could overwrite the authenticated value in the logged metadata. Move it into the same post-merge block and add a deterministic contract test asserting both internal keys resist client-supplied metadata. |
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af17400c38
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feat(a2a): well-known agent-card discovery + LangGraph Platform mode (#28860)
* feat(a2a): well-known agent-card discovery + LangGraph Platform mode Adds a registration-time discovery flow so admins can paste an upstream agent URL, see its skills/capabilities, pick what to expose, and have the proxy front it with a LiteLLM-shaped agent card. Backend (new litellm/proxy/a2a/ module): - fetch_well_known_card walks /.well-known/agent-card.json, /.well-known/agent.json, /agent.json by default. langgraph_platform mode hits the canonical path with ?assistant_id=<id> (LangGraph serves one shared endpoint per deployment). - merge_agent_card overlays LiteLLM overrides on the upstream card: drops upstream url, forces protocolVersion=1.0, replaces securitySchemes with LiteLLMKey bearer, emits supportedInterfaces pointing at the proxy, filters capabilities to a small allowlist, strips non-v1.0 fields. - POST /v1/a2a/discover returns the raw upstream card (admin-only) so the UI can render skills/capabilities for selection. - create/update/patch agent endpoints pre-generate the agent_id and run merge_agent_card before storing, so DB.agent_card_params already embeds the proxy-fronted URL. UI (ui/litellm-dashboard): - New AgentCardDiscovery component with a parent-driven plan: discovery_mode + params + display URL. For LangGraph the parent composes (api_base, assistant_id); for pure A2A it uses the url field. Component hides the manual URL input when the parent drives. - add_agent_form wires discovery for every non-custom agent type and overlays the user's selections onto agent_card_params at submit, fixing the bug where dynamic agent forms ignored discovery picks. Completion-bridge fixes (paired): - Add kind: "message" to A2A response messages and unwrap result so it's a Message directly per spec (matches a2a SDK SendMessageResponse validation). - Forward A2A metadata to LangGraph runs via extra_body.metadata. * fix(a2a): preserve agent url, fix streaming chunk envelope, and protect forwarded metadata - Streaming chunk: move final out of the message object into the result envelope per the A2A spec. - Agent card merge: keep upstream url on the stored card so the runtime invocation path can locate the upstream backend; the public well-known endpoint already rewrites this field to the proxy URL before exposing it to clients. - Completion bridge: apply A2A forward metadata after merging litellm_params so an agent-configured extra_body cannot overwrite the forwarded metadata. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(a2a): fix legacy streaming chunk, agent card test, and metadata merge - providers/litellm_completion: move 'final' out of the message object into the result envelope per the A2A spec (matches the bridge fix). - agent endpoints test: the runtime invocation path now preserves the top-level 'url' on the stored card, so update the assertion to match. - completion bridge metadata: when forwarding A2A metadata via extra_body.metadata, merge into any existing extra_body.metadata instead of replacing it, so an agent-configured metadata block is preserved (forward metadata still wins on key conflicts). Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(a2a): remove dead duplicate transformation dir; drop SSRF-prone headers field from /v1/a2a/discover Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(a2a): revert accidental html→index.html rename from |
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83fcacad08
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fix(mcp): ignore stale ids on key save (#29128)
* fix(mcp): ignore stale server ids during key permission validation Prevent virtual key save failures when object_permission still includes MCP server IDs that were deleted from the registry. The validator now drops stale IDs before team scope checks and adds coverage for stale-ID and active unauthorized-ID behavior. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(mcp): use DB find_many to detect stale server IDs, add tool-permission test Addresses greptile feedback on PR #29128: P1 – Race-condition / authoritative-signal concern: Extract _get_stale_mcp_server_ids() helper that performs a single DB find_many (LiteLLM_MCPServerTable) when prisma_client is available, making server-existence checks authoritative even during in-memory registry warm-up. Falls back to the in-memory registry only when no DB client is present (config-only deployments / unit tests). Pass prisma_client through both call sites in key_management_endpoints. P2 – Missing test coverage for mcp_tool_permissions: Add test_validate_stale_ids_in_mcp_tool_permissions_silently_dropped to confirm stale server IDs that appear only as keys in mcp_tool_permissions are also stripped without raising 403. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(mcp): also check in-memory registry when DB is present to avoid misclassifying config-file servers as stale Config-file MCP servers are never written to LiteLLM_MCPServerTable, so a DB-only query would classify them as stale and silently drop their IDs from the authorization check, allowing unauthorized key access. Fix: treat a server ID as stale only when it is absent from BOTH the DB and the in-memory registry (which holds config-file servers). Co-authored-by: Cursor <cursoragent@cursor.com> * fix(mcp): normalize server aliases on key save Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com> * fix: remove unused stale MCP helper and capture normalized object_permission on key generation Co-authored-by: Yassin Kortam <yassin@berri.ai> * test(mcp): keep validate_key_mcp_servers_against_team stub in sync with return contract validate_key_mcp_servers_against_team now returns the (normalized) object_permission, and the key-generation helper assigns that return value back into the request data. The two key-generation tests stubbed the function with a bare AsyncMock, whose default MagicMock return value clobbered object_permission and skipped permission-record creation. Make the stubs pass object_permission through unchanged. * fix(mcp): preserve provided object_permission fields on key update The key-update path reconstructs data.object_permission from a full model_dump(), which marks every field as set. Downstream model_dump(exclude_unset=True) then emits models/blocked_tools/ search_tools as None, and those are non-nullable array columns, so the Prisma write fails whenever the UI submits object_permission with only a subset of fields populated (e.g. a TPM/RPM-only edit). Build the dict with exclude_unset=True so the normalized object_permission keeps the caller's original field set. --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com> Co-authored-by: Yassin Kortam <yassin@berri.ai> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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1d9095f914
|
fix(bedrock): support tool search results + chat annotations (#29120)
* Fix overiding of fastapi_response headers * fix(bedrock): support tool search results and surface citations as annotations Add an optional tool-message search_results path that maps directly to Bedrock toolResult.searchResult blocks, and convert Converse citationsContent into chat completion annotations for user-facing citation metadata. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(format): align bedrock prompt factory with black Reformat the updated bedrock prompt template conversion file so CI black --check passes. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(bedrock): harden citations, search_results mapping, and token counting Resolve mypy issues in citation parsing, only attach url_citation annotations when citation text is stitched into content, fall back to tool content when search_results is empty, and count search_results text in token/TPM preflight paths. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(bedrock): extract tool result helpers to satisfy PLR0915 Refactor _convert_to_bedrock_tool_call_result into smaller helpers so lint passes without changing Bedrock tool result behavior. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(bedrock): count all forwarded search_results fields in token estimates Include source, title, content text, and citations when estimating tokens so large metadata cannot bypass TPM preflight checks. Reformat factory.py with black. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(managed-files): skip content blocks without a type key in get_file_ids_from_messages * fix(bedrock): stitch citations for any punctuation-only text block * fix(bedrock): map null citation source/title to empty annotation strings * fix(bedrock): advance citation offset for text-only citationsContent blocks * fix(bedrock): complete citation TypedDicts for grounding annotations --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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c792df64d2
|
feat(mcp): support stateless and stateful clients via session-id routing (#26857)
* feat(mcp): support stateless and stateful clients via session-id routing
- Add session_manager_stateful (stateless=False) alongside stateless
- Route by mcp-session-id: has ID → stateful, initialize (no ID) → stateful, else → stateless
- Peek POST body to detect initialize for routing; replay via wrapped receive
- Handle stale session IDs for both managers
- Add test_mcp_routing_initialize_to_stateful_no_session_to_stateless
- Update test_valid_mcp_session_id_is_preserved, test_concurrent_initialize_session_managers
Made-with: Cursor
* fix(mcp): respect stateful routing and harden initialize detection
Ensure streamable MCP requests are dispatched via the computed target session manager, and guard initialize detection against non-object JSON bodies. Update stale-session test patches to target the stateful manager so routing assertions remain correct.
Made-with: Cursor
* test(mcp): patch stateless/stateful managers in concurrency init test
Update concurrent session-manager initialization test to patch session_manager_stateless and session_manager_stateful directly, matching initialize_session_managers() behavior and preventing NameError from undefined mocks.
Made-with: Cursor
* Fix tests
* Fix tests
* Fix MCP stateful routing edge cases
* Fix stateful MCP auth context refresh
* Fix MCP stateful session cleanup
* fix(mcp): bind stateful sessions to creator and reject hijacks
Stateful mcp-session-id was usable by any authenticated proxy caller. Track
the session creator's hashed API key (or user_id) when a new session is
issued and reject mismatched callers with 403 before _set_or_update_auth_context
overwrites the stored MCPAuthenticatedUser. Also formats nested with-statements
in test_mcp_stale_session.py and fixes a pre-existing AsyncMock mismatch in
test_stale_mcp_session_id_is_stripped.
* fix(mcp): serialize concurrent requests on same stateful session
Bugbot's 'Concurrent requests share context' finding: _update_auth_context
mutates the single MCPAuthenticatedUser stored per session in place on
every request, so two requests sharing one mcp-session-id can overwrite
each other's mcp_servers / auth headers / oauth state / client_ip while
in-flight callbacks are still reading the same object.
Owner-binding alone narrows this to same-principal racing, but the
in-place mutation race remains. Add a per-session asyncio.Lock around
handle_request so concurrent same-session requests run sequentially. The
lock is allocated on demand and torn down with the rest of the session
state on DELETE / idle expiry.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* fix(mcp): include OAuth2 bearer in stateful session owner fingerprint
UserAPIKeyAuth() for OAuth2 passthrough has no api_key/user_id, so every
OAuth caller fingerprinted to "anonymous" and could hijack another OAuth
caller's mcp-session-id. Hash the upstream Authorization header into the
fingerprint as oauth:<sha256>.
* fix(mcp): don't hold stateful session lock for streaming GETs
The per-session lock wraps handle_request, so a long-lived GET (SSE
stream held open for the life of the session) would block every
subsequent POST on the same mcp-session-id. Only POST/DELETE mutate the
shared MCPAuthenticatedUser, so it's sufficient to serialize those —
GETs run lock-free and stream concurrently.
* fix(mcp): allow None user_api_key_auth in MCPAuthenticatedUser
The set_auth_context / _set_or_update_auth_context / _update_auth_context
helpers in server.py all accept Optional[UserAPIKeyAuth] and pass it
straight into MCPAuthenticatedUser, but the dataclass-style constructor
typed user_api_key_auth as required UserAPIKeyAuth. Mypy flagged this on
the stateful-routing branch:
server.py:3227: error: Incompatible types in assignment (expression
has type "UserAPIKeyAuth | None", variable has type "UserAPIKeyAuth")
server.py:3255: error: Argument "user_api_key_auth" to
"MCPAuthenticatedUser" has incompatible type "UserAPIKeyAuth | None";
expected "UserAPIKeyAuth"
Widen the parameter type to Optional[UserAPIKeyAuth] to match the call
sites. Runtime behavior is unchanged.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* style: replace with new alias
* fix(mcp): fall back to client_ip in stateful session owner fingerprint
Addresses Greptile review on PR #26857: when no API key, user_id, or
OAuth bearer is available (e.g. unauthenticated/passthrough callers),
the owner fingerprint collapsed to a single 'anonymous' value, allowing
two unrelated callers to drive each other's stateful MCP sessions.
Fold client IP into the fingerprint as a fallback identity signal so
distinct anonymous sources do not share an owner identity.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Fix active stateful MCP session cleanup
* test(mcp): cancel leaked stateful auth-context cleanup task
initialize_session_managers() spawns a real asyncio.create_task running
_cleanup_expired_stateful_session_auth_contexts(). The
test_concurrent_initialize_session_managers test was saving and
restoring the session-manager context-manager globals but did not save,
cancel, or restore _stateful_auth_context_cleanup_task.
Because pyproject.toml sets asyncio_default_fixture_loop_scope=session,
the event loop is shared across tests in the same session, so the
leaked task kept running against module-level dicts for the rest of the
test run. Save and cancel the task in the finally block so the test
fully cleans up after itself.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Fix stateful MCP session fingerprinting
* Hash MCP session user owner fingerprints
* Fix stale MCP session DELETE cleanup
* fix(mcp): harden owner fingerprint hashing for non-str api keys
_owner_fingerprint_for assumed api_key/user_id supported .encode();
MagicMock-based tests (and any non-str truthy values) crashed with
TypeError before routing. Only hash str/bytes secrets; fall through
otherwise so MCP routing and session tests behave correctly.
Co-authored-by: Cursor <cursoragent@cursor.com>
* Fix MCP stateful cleanup loop resilience
* Fix stateful MCP initialize auth capture
* fix(mcp): drop orphan per-session lock when auth context absent
Defensive cleanup for _stateful_session_locks entries created on
sessions that never enter _stateful_session_auth_contexts. The
periodic cleanup loop only iterates auth_context_last_seen, so such
locks would otherwise live forever. Add a test that reproduces the
leak and verifies the request finalizer pops the lock.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* chore(mcp): trim verbose comment on lock cleanup
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Fix stateful MCP delete failure tracking
* fix test
* fix(mcp): cap routing-peek body size to bound pre-dispatch memory
Authenticated clients that POST without an mcp-session-id forced the proxy
to buffer the entire request body before routing, since the peek loop
drained every body chunk to decide whether the JSON-RPC method was
'initialize'. Cap the peek at 4 KB (more than enough for an initialize
envelope) and let the remainder stream through wrapped_receive into the
downstream handler.
* test: replace dall-e-3 with gpt-image-1 in health check and router tests (#27813)
OpenAI returns 'The model dall-e-3 does not exist' for the test account,
breaking test_openai_img_gen_health_check and test_image_generation.
Switch to gpt-image-1, matching the existing TestOpenAIGPTImage1 pattern.
* fix(tests): drop dall-e-only test classes; route live image tests via gpt-image-1
Second wave of failures from the 2026-05-12 DALL-E shutdown:
- tests/image_gen_tests/test_image_edits.py::TestOpenAIImageEditDallE2
and tests/image_gen_tests/test_image_generation.py::TestOpenAIDalle3
are explicitly named for the deprecated models and can't pass; remove.
gpt-image-1 coverage already exists in sibling classes.
- tests/local_testing/test_router.py image gen tests use dall-e-3 only
as a routing example; swap to gpt-image-1.
- tests/local_testing/test_custom_callback_input.py image_generation
success/failure paths swapped to gpt-image-1.
* Fix MCP initialize session active tracking
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* Fix MCP reinitialize session tracking
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* Fix MCP reinitialize auth context aliasing
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* Apply black formatting after merge
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Run owner-binding 403 before consuming POST body
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Harden MCP routing peek bound and stateful purge race
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Remove inadvertently committed Next.js build artifacts
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Run owner check before stale MCP session cleanup
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* fix(mcp): reverse cleanup ordering to terminate transport before clearing owner
Reverses _purge_expired_stateful_session_auth_contexts so the transport
is popped from server_instances and terminated BEFORE owner/auth tracking
is cleared. The previous order left a window where _stateful_session_owners
was already empty but server_instances still served the session, so a
concurrent request would observe expected_owner is None and bypass the
owner-binding check. Addresses Greptile review on PR #26857.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* test(mcp): fully reset stateful session tracking in auth-context refresh test
Use _remove_stateful_session_tracking in teardown so the test no longer
leaks _stateful_session_auth_context_last_seen and _stateful_session_locks
between tests, matching the cleanup used by the sibling stateful tests.
* fix(mcp): cap concurrent stateful sessions per caller to bound memory
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
Co-authored-by: Sameerlite <sameerlite@users.noreply.github.com>
Co-authored-by: yuneng-jiang <yuneng@berri.ai>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: Claude Babysitter <claude@anthropic.com>
Co-authored-by: mateo-berri <mateo@berri.ai>
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70d2748d80
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fix(proxy): map stripped batch body.model to proxy alias for auth (#29264)
* fix(proxy): map stripped batch body.model to proxy alias for auth replace_model_in_jsonl rewrites JSONL body.model to the provider id before upload; batch file access checks must resolve that id back to model_name so keys granted the proxy alias are not rejected with 403. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(proxy): surface resolved proxy alias in batch file 403 detail --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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0ffab87da4
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fix(router): enforce deployment budgets for dynamically added models (#29273)
* fix(router): enforce deployment budgets for dynamically added models Register deployment max_budget/budget_duration when models are added via upsert_deployment (e.g. /model/new) so RouterBudgetLimiting matches startup model_list behavior. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(router): address CI lint and router coverage for budget sync helpers Remove unused RouterBudgetLimiting import and add router unit tests for deployment budget helper methods required by router_code_coverage. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(router): clear stale deployment budget on upsert without limits Unregister deployment budget config when max_budget/budget_duration are removed, including upsert replace paths. Hoist provider budget logger lookup outside the provider loop. Co-authored-by: Cursor <cursoragent@cursor.com> * Fix mypy * fix black --------- Co-authored-by: Cursor <cursoragent@cursor.com> |
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909a5f597a
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fix(mcp): resolve key.access_group_ids → MCP servers (ungated) (#29195)
* fix(mcp): resolve key.access_group_ids → MCP servers (ungated) A teamless virtual key whose unified access_group_ids grant an MCP-granting access group now sees and can call that server instead of getting an empty list / 403. The key path previously read only the legacy object_permission; this folds key.access_group_ids into the key's base scope (ungated), mirroring can_key_call_model's fallback. The gated assigned_*-checked override is unchanged. * fix(mcp): expand name/alias entries in key access-group servers access_mcp_server_ids may hold server names/aliases, not just ids. The new ungated key path now runs them through expand_permission_list at the source, so the early-return and union branches both surface resolved ids — matching the legacy object_permission path and the gated extras path. |
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a55817cbc6
|
fix(anthropic): stop injecting unsupported output_config.effort=xhigh for Claude Code on Sonnet/Opus 4.6 (#29304)
* fix(anthropic): don't inject output_config.effort=xhigh on models without xhigh The legacy-thinking translator on the /v1/messages route mapped any thinking.budget_tokens >= 24000 to effort=xhigh and injected it into output_config without checking model support. Claude Code's default thinking budget (31999) hit this bucket, so Sonnet 4.6 (and Opus 4.6) on Bedrock/Vertex started returning 400 output_config.effort: Input should be 'low', 'medium', 'high' or 'max' Gate the xhigh choice on _supports_effort_level(model, "xhigh"), the same capability check the reasoning_effort path already uses. Models that advertise xhigh (Opus 4.7) keep it; everything else falls to high. Fixes #29282 * test(anthropic): pin Opus 4.6 in legacy-thinking xhigh-clamp regression test Opus 4.6 (bare, bedrock/invoke, vertex_ai) has supports_adaptive_thinking but no supports_xhigh_reasoning_effort, so it hits the same clamping path as Sonnet 4.6. It was named in the PR scope but lacked a pinned regression guard; add the three variants to the parametrize list. |
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68852ef165
|
fix(teams): expose keys_count on /v2/team/list and wire UI Resources badge (#28502) | ||
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9918a9c78c
|
fix(guardrails): persist disable_global_guardrails on keys (#29233)
* fix(guardrails): restore disable_global_guardrails persistence for keys The per-key/team "Disable Global Guardrails" toggle silently stopped working after #17042, which removed `disable_global_guardrails` from the key/team request models and from the premium metadata allowlist. Without those, the UI's top-level field was dropped by pydantic and never folded into key `metadata`, so the runtime gate always read False and global default_on guardrails kept running. Restore the request-model fields (KeyRequestBase, NewTeamRequest, UpdateTeamRequest) and the `LiteLLM_ManagementEndpoint_MetadataFields_Premium` entry so the flag is promoted into metadata again. Because the key edit form always submits the flag (false by default), guard the UI so it is only sent when it actually changed (edit) or is enabled (create) — this keeps the premium gate on enabling intact while not 403-ing non-premium users who edit unrelated key fields, mirroring how guardrails/tags are already stripped. * test(guardrails): cover disable_global_guardrails toggle-off + clarify premium field comment Add a prepare_metadata_fields case asserting `disable_global_guardrails: False` overwrites an existing `True`, and rewrite the PREMIUM_METADATA_FIELDS comment to explain why boolean premium fields are excluded from the empty-value strip loop. |
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bae04591b2
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feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238)
* feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags Register claude-opus-4-8 across the anthropic/bedrock/vertex/azure cost-map entries, BEDROCK_CONVERSE_MODELS, and the setup-wizard provider list. Prune two reasoning-effort fields from the cost map: - Drop supports_minimal_reasoning_effort from the Claude fleet (58 entries). "minimal" is not a real Anthropic effort level (the API accepts only low/medium/high/xhigh/max), so LiteLLM degrades it to "low" regardless; the flag was inert and misleading on Anthropic. - Remove tool_use_system_prompt_tokens everywhere (103 entries). It is not in the ModelInfo type and is read by no production code. Update the affected config/schema tests; the reasoning-effort registry tests now assert the Claude fleet omits supports_minimal. * fix(anthropic): recognize output_config effort after minimal-flag prune Pruning supports_minimal_reasoning_effort from the Claude fleet removed the only "supports effort param" marker from 11 Opus 4.5 / mythos-preview map entries that lack supports_output_config. _model_supports_effort_param then returned False for them, so output_config was wrongly dropped under drop_params=True -- regressing test_anthropic_model_supports_effort_param_recognizes_supporting_models for claude-opus-4-5-20251101 and the mythos preview. - _model_supports_effort_param now treats supports_output_config as a sufficient signal, matching the bedrock-invoke call sites that already check supports_output_config OR a reasoning-effort flag. Shared map lookup extracted into _supports_model_capability. - Add supports_output_config: true to the 11 Opus 4.5 / mythos entries that lost their only marker, restoring prior effort-forwarding behavior without re-adding the inert minimal flag. |
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76f56c3283
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fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay (#29229)
The Redis-backed VCR layer was recording and replaying the Google OAuth2/STS token-mint call. The replayed ya29.* access token is long-expired, but its recorded expires_in keeps credentials.expired False, so litellm never refreshes it and sends the stale token to a live Vertex/Gemini endpoint, which returns 401 ACCESS_TOKEN_EXPIRED. This broke live partner-model tests whose completion call is not itself cassette-backed (e.g. test_vertex_ai_llama_tool_calling). Force credential-exchange hosts to pass through live (never recorded, never replayed) by returning None from before_record_request, mirroring the existing telemetry passthrough, so a fresh token is minted each run. Regression from #28826, which added OAuth-token matcher tolerance plus TTL-refresh-on-read so a stale token episode matched and never expired. |
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5e2d75d75d
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bump deps (#29208) (#29226)
* fix(deps): bump vulnerable proxy dependencies (starlette/fastapi, granian, pyarrow, semantic-router) Resolve known CVEs flagged by osv-scanner/grype against uv.lock. All bumped versions verified to resolve, install, and pass the proxy auth/route/middleware unit suites (717 tests) plus an import smoke on the new stack. - starlette 0.50.0 -> 1.1.0 (CVE-2026-48710 "BadHost", GHSA-86qp-5c8j-p5mr): versions <1.0.1 reconstruct request.url from the unvalidated Host header, poisoning request.url.path. Required raising fastapi 0.124.4 -> 0.136.3, which dropped fastapi's starlette<0.51.0 cap; an explicit starlette>=1.0.1 floor blocks regression to a vulnerable transitive resolution. The proxy's own auth already reads scope["path"] via get_request_route, but the locked starlette still flagged in container scanners and left other request.url consumers exposed. - granian 2.5.7 -> 2.7.4 (CVE-2026-42544, unauthenticated DoS via WebSocket subprotocol header panic; CVE-2026-42545, WSGI response-header-panic DoS). granian is a selectable proxy server (proxy_cli). - pyarrow 22.0.0 -> 23.0.1 (CVE-2026-25087 / PYSEC-2026-113). - semantic-router 0.1.12 -> 0.1.15: 0.1.12 was yanked (CVE-2026-42208 — its unbounded litellm pin could resolve a credential-exfiltrating litellm==1.82.8 wheel). Not fixable by bump: diskcache 5.6.3 (CVE-2025-69872, unsafe pickle deserialization) has no upstream fix and is left pinned; exploiting it requires write access to the local cache directory. Relock side effect: sse-starlette 3.4.2 -> 3.4.4. * deps: relax exact pins in optional extras to compatible ranges The proxy/optional extras exact-pinned every dependency, which (1) forces downstream `pip install litellm[proxy]` consumers into version lockstep and (2) blocks them from pulling transitive security patches without forking — the structural cause behind needing a litellm release to clear the starlette CVE in the previous commit. Convert the ordinary extras deps to `>=current,<next_major` ranges, mirroring the core [project].dependencies style. Reproducibility for litellm's own Docker/CI is unaffected: images install via `uv sync --frozen`, and the lock re-resolves to the identical versions (no locked version changed). Kept exact-pinned: - litellm-proxy-extras, litellm-enterprise — litellm's own sub-packages, versioned in lockstep with the release. - opentelemetry-api/sdk/exporter-otlp — must resolve to matching versions. - grpcio — supply-chain-pinned to a vetted, aged release. Also corrects the stale comment claiming the extras are exact-pinned for Docker reproducibility (the images use the lock, not these pins). * fix(ci): resolve license-check lookup version from the floor for ranged deps check_licenses.py derived the PyPI lookup version with `next(iter(req.specifier))`, which returns an arbitrary specifier clause. For a range like `>=0.12.1,<1.0` it picked the upper bound (`1.0`) — a version that doesn't exist on PyPI — so the license lookup 404'd and the package was flagged as having an unknown license. The previous commit's switch from exact pins to ranges exposed this for soundfile, pyroscope-io, redisvl, diskcache, and mlflow (the ranged deps not already in liccheck.ini's allowlist). Prefer a lower-bound/exact version (a real released version) for the lookup. * fix(proxy): set strict_content_type=False on the FastAPI app Starlette 1.0 / FastAPI 0.13x flipped the default to strict_content_type=True, which refuses to parse a JSON request body when the client omits the Content-Type header. The proxy previously accepted those requests, so the fastapi/starlette bump in this PR would silently break clients that don't send a Content-Type. Restore the prior lenient behavior explicitly. Co-authored-by: stuxf <70670632+stuxf@users.noreply.github.com> |
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928f09f8a4
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fix(datadog): drain cost-management queue + opt-in FinOps tag allowlist (#28487)
* fix(datadog): drain cost-management queue + opt-in FinOps tag allowlist * fix(datadog): guard non-dict callback_specific_params + log empty aggregation * fix(datadog): block user-controlled tags from overwriting reserved cost-attribution dimensions * fix(datadog): cast metadata to dict[str, Any] to satisfy mypy |
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69afcd09d0
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fix(vertex-ai): use DB credentials in video handlers + implement Veo video edit (#29098)
* fix(vertex-ai): pass litellm_params to validate_environment in video handlers and implement video edit for Veo - Pass litellm_params to validate_environment in 11 video handler call sites (remix, create_character, get_character, edit, extension, delete) so DB-stored Vertex AI credentials are used instead of falling back to ADC - Implement transform_video_edit_request/response for VertexAI: fetches source video via fetchPredictOperation then submits a new predictLongRunning request with the video bytes/gcsUri + edit prompt Co-authored-by: Cursor <cursoragent@cursor.com> * fix(vertex-ai): hoist fetchPredictOperation into handlers to avoid blocking event loop - Add get_video_edit_prefetch_params() to BaseVideoConfig (returns None) - VertexAI overrides it to return the fetchPredictOperation URL/body - Both sync and async video_edit handlers call this and use their shared httpx client for the fetch, passing the result as prefetched_source_data - transform_video_edit_request is now a pure transform with no HTTP calls - Fix extra_body.pop() mutation by working on a shallow copy Co-authored-by: Cursor <cursoragent@cursor.com> * fix(vertex-ai): include prefetch call inside _handle_error try/except block Co-authored-by: Cursor <cursoragent@cursor.com> * fix(videos): add prefetched_source_data param to all transform_video_edit_request overrides Co-authored-by: Cursor <cursoragent@cursor.com> * fix(video_edit): keep transform/pre_call outside try so validation errors propagate Move transform_video_edit_request and logging_obj.pre_call outside the try/except that wraps HTTP calls in (async_)video_edit_handler so that ValueError validation errors (e.g. 'source video not complete yet') are not silently wrapped as 500s by _handle_error. The prefetch HTTP call keeps its own try/except so its errors are still mapped through the provider's error handler. Matches the pattern used by video_extension_handler and video_remix_handler. Co-authored-by: Yassin Kortam <yassin@berri.ai> * refactor(vertex_ai): delegate get_video_edit_prefetch_params to status retrieve Co-authored-by: Yassin Kortam <yassin@berri.ai> * Fix varia review * fix(video_edit): route transform errors through _handle_error Wrap transform_video_edit_request and pre_call in the same try/except as the HTTP call in sync and async handlers so validation failures (e.g. source video not complete) return typed LiteLLM exceptions. Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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eef1ec3e8d
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fix(proxy): enforce tag budgets for key-level tags (#29108)
* fix(proxy): enforce tag budgets for key-level tags Merge API key metadata.tags into request_data before _tag_max_budget_check so per-tag budgets apply when tags are set on the key at creation time. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(auth): avoid false reject for key-inherited tags Run reject_clientside_metadata_tags before key-tag injection, then inject key metadata tags immediately before tag budget checks so key tags still enforce budgets without being treated as client-supplied tags. Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Cursor <cursoragent@cursor.com> |
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d5d6b26a72
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fix: improve bedrock streaming hot path perf (#28720) | ||
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5bd59b33e6
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feat(guardrails): wire apply_guardrail into proxy logging callbacks (#28970)
* feat(guardrails): wire apply_guardrail into proxy logging callbacks Route /apply_guardrail through pre/post proxy hooks and LiteLLM success/failure handlers so Langfuse and OTEL integrations receive input/output on guardrail-only requests. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(guardrails): fix Greptile review comments on apply_guardrail logging Co-authored-by: Cursor <cursoragent@cursor.com> * fix(apply_guardrail): preserve original exception and capture modified response - Capture return value from post_call_success_hook so callback-modified responses propagate to the caller. - Wrap success/failure logging calls in defensive try/except so logging infrastructure failures don't replace the user-visible response or mask the original guardrail exception. Co-authored-by: Yassin Kortam <yassin@berri.ai> * Fix mypy * fix(apply_guardrail): isolate failure logging and use post-hook response for logging - Split async_failure_handler and post_call_failure_hook into independent try/except blocks so a callback bug in one does not silently skip the other. - Build response_for_logging inside _emit_guardrail_success_logs after post_call_success_hook runs, so logged data matches the response the caller actually receives when the hook modifies the response. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(apply_guardrail): fix black formatting and update tests for fastapi_request param - Run black on guardrail_endpoints.py to fix CI formatting check - Add _mock_proxy_logging() helper to enterprise guardrail tests to patch proxy-server globals imported at call time - Pass fastapi_request=Mock() in all direct apply_guardrail test calls to match updated function signature Co-authored-by: Cursor <cursoragent@cursor.com> * fix(guardrails): use transformed exception from post_call_failure_hook in apply_guardrail Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(guardrails): isolate sync/async logging handlers in apply_guardrail Separate each logging handler call into its own try/except so a failure in the async handler does not silently skip the sync handler submission (and vice versa). Matches the docstring's defensive intent. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(apply_guardrail): guard transformed_exception with isinstance check Co-authored-by: Cursor <cursoragent@cursor.com> * test(guardrails): mock proxy globals in not_found test and share apply_guardrail logging fixture - Add proxy-server global mocks to test_apply_guardrail_not_found so the failure-path post_call_failure_hook call doesn't touch the real proxy logging singleton. - Extract the duplicated _mock_proxy_logging context manager out of the two enterprise apply_guardrail test files into a shared conftest fixture so the helper stays in one place. * fix(guardrails): use update_messages to keep logging obj in sync Co-authored-by: Yassin Kortam <yassin@berri.ai> --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Yassin Kortam <yassin@berri.ai> Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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95015de733
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feat: add support for claude code goal mode for bedrock opus output config (#28898)
* feat: support goal mode for claude on bedrock
* fix failing lint test
* addressing greptile comments
* fixing failed test
* address greptile: copy output_config and warn on dropped converse format
* fix(bedrock): skip redundant output_config normalization on Converse reasoning_effort path
When reasoning_effort is mapped via _handle_reasoning_effort_parameter, the
resulting output_config is already normalized via
normalize_bedrock_opus_output_config_effort. Mark it as normalized so
_prepare_request_params can skip the redundant call (and the associated
get_model_info lookup) on every request.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* test(reasoning-effort-grid): reflect Bedrock opus-4-6 xhigh→max clamping
* fix(bedrock): stop leaking output_config marker and message-content mutation
* fix(bedrock): guard effort key access in normalize_bedrock_opus_output_config_effort
Defensively check that 'effort' is a valid key in _BEDROCK_OUTPUT_CONFIG_EFFORT_ORDER
before indexing, to prevent a KeyError if the hardcoded guard tuple ever drifts from
the order dict's keys.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(bedrock): drop dead second clause in effort normalization guard
The 'effort not in _BEDROCK_OUTPUT_CONFIG_EFFORT_ORDER' check is
unreachable once 'effort not in ("xhigh", "max")' has been ruled out,
since both literals are present in the order dict. Keep the literal
membership check and let the dict lookups below speak for themselves.
* fix(bedrock): clamp output_config.effort against ceiling for any known value
The early return when effort was not 'xhigh'/'max' meant a ceiling of
'low' or 'medium' would silently forward an out-of-range value. Gate on
the known effort ordering instead so the ceiling comparison runs for
every recognized effort.
* test(grid_spec): use _CAPS_OPUS_4_7 for non-Bedrock opus-4-6 entries
claude-opus-4-6 now declares supports_xhigh_reasoning_effort in the model
map, so production accepts xhigh on Azure AI and Vertex AI routes. Update
those grid_spec entries to match production capabilities so expected()
predicts 200 for xhigh instead of 400.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* test(grid_spec): revert xhigh caps for non-Bedrock opus-4-6
azure_ai/claude-opus-4-6 and vertex_ai/claude-opus-4-6 do not declare
supports_xhigh_reasoning_effort in model_prices_and_context_window.json.
Azure AI upstream rejects xhigh with HTTP 400 ("Supported levels: high,
low, max, medium"). Restore _CAPS_4_6 so the grid predicts 400 for
xhigh, matching production capabilities.
* fix: stop advertising xhigh effort on Opus 4.5/4.6
Only Opus 4.7 supports the xhigh reasoning effort level. Remove the
supports_xhigh_reasoning_effort flag from every Opus 4.5 and Opus 4.6
entry (direct Anthropic, Bedrock, and regional variants) in both model
catalog files.
On the direct Anthropic path there is no effort clamp, so flagging 4.5/4.6
as xhigh-capable caused litellm to forward xhigh to a model that rejects it
(and made get_model_info misreport the capability). xhigh now correctly
degrades to high / raises on those models.
Bedrock graceful degradation for Claude Code goal mode is unaffected: it
relies solely on the bedrock_output_config_effort_ceiling clamp (4.5->high,
4.6->max, 4.7->xhigh), which runs before validation, so xhigh requests to
older Bedrock Opus models are still silently lowered rather than rejected.
Update effort-gating tests to reflect that 4.5/4.6 no longer accept xhigh.
* fix: clamp xhigh effort on Bedrock Invoke /v1/messages instead of rejecting
Claude Code "goal mode" sends output_config.effort=xhigh over the Anthropic
/v1/messages API, which routes Bedrock models through
AmazonAnthropicClaudeMessagesConfig. That path validated effort against the
model's native capability and raised 400 for xhigh on Opus 4.6, while the
chat-completions paths (Converse + Invoke) already clamp xhigh to the model's
bedrock_output_config_effort_ceiling. That asymmetry broke goal mode on the
exact API surface Claude Code uses.
Apply the same ceiling clamp on the messages path before the shared effort
gate runs, so xhigh degrades to max on Opus 4.6 (and stays xhigh on 4.7).
Scoped to adaptive-thinking models and to models that declare a ceiling, so
Sonnet 4.6 (no ceiling) and Opus 4.5 (budget mode) are unaffected and still
reject xhigh.
* fix(bedrock): preserve user output_config when applying reasoning_effort
- Converse path: merge mapped effort into existing output_config via
setdefault instead of overwriting it, matching the Anthropic Messages
path. Prevents user-supplied output_config.format from being silently
dropped when reasoning_effort is also provided.
- tests: clear _get_local_model_cost_map lru_cache in the autouse
fixture alongside get_bedrock_response_stream_shape to avoid stale
cache leakage between tests.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
* fix(bedrock): pre-clamp reasoning_effort for chat invoke; correct test caps
- Add _clamp_adaptive_reasoning_effort_for_bedrock to AmazonAnthropicClaudeConfig
so raw reasoning_effort=xhigh degrades to the model's bedrock effort ceiling
before AnthropicConfig.map_openai_params converts it to output_config.
Mirrors converse path (_handle_reasoning_effort_parameter) and messages path
(_clamp_adaptive_reasoning_effort_for_bedrock) so the three Bedrock paths
are consistent.
- grid_spec: restore caps=_CAPS_4_6 for Bedrock converse/invoke Opus 4.6 entries
so the test reflects the model's actual JSON capabilities. Teach expected()
to bypass the xhigh/max cap check when bedrock_effort_ceiling will clamp
the wire effort, so the test still passes for Bedrock's graceful degradation
contract without lying about native model caps.
Co-authored-by: Yassin Kortam <yassin@berri.ai>
---------
Co-authored-by: Dennis Henry <dennis.henry@okta.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
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157e7a0f20
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fix(containers): record ownership for service-account keys + fix Prisma Json serialization (#28990)
* fix(containers): record ownership for service-account keys + fix Prisma Json field serialization - Track containers created implicitly via /v1/responses by extracting container IDs from the response output and calling record_container_owner for each one, so subsequent file-API calls from the same service account pass ownership checks. - Fix DataError: Prisma Python requires Json fields to be JSON strings; serialize file_object with json.dumps() before insert/update in LiteLLM_ManagedObjectTable. - Add collect_container_ids_from_responses_response utility to responses/utils.py that walks all output item shapes (code_interpreter_call, message annotations). - Tests: two new cases covering the responses-tracking path and the end-to-end record-then-assert flow for service accounts with team scope. Co-authored-by: Cursor <cursoragent@cursor.com> * fix(containers): swallow all exceptions in ownership hook; tighten file_object_json type to str Co-authored-by: Cursor <cursoragent@cursor.com> * fix(containers): parse file_object JSON string in existing ownership test Co-authored-by: Cursor <cursoragent@cursor.com> * fix: container ownership recording bugs - Remove unreachable _aresponses_websocket from route_type set in base_process_llm_request; the WebSocket endpoint never flows through base_process_llm_request, so this branch was dead code that gave a false impression of coverage. - Drop the HTTPException re-raise in record_container_owners_from_responses_response so per-container failures (including HTTP 403/500 from conflicting ownership rows) no longer abort the batch and skip recording for the remaining container IDs in the same response. Co-authored-by: Yassin Kortam <yassin@berri.ai> * fix(containers): record ownership for streaming /v1/responses too Streaming /v1/responses returns through the select_data_generator branch in base_process_llm_request and bypasses the non-streaming ownership tail, so code-interpreter containers created mid-stream were never written to LiteLLM_ManagedObjectTable. Follow-up file API calls would then 403. Wrap the SSE generator so container ownership is recorded once the upstream iterator finishes assembling completed_response. Also covers the background-polling path, which loops body_iterator end-to-end. Co-authored-by: Yassin Kortam <yassin@berri.ai> --------- Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Yassin Kortam <yassin@berri.ai> |
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ea015332d8
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fix(mcp): resolve team.access_group_ids → MCP servers (#28997)
* fix(mcp): resolve team.access_group_ids → MCP servers A virtual key whose team has an MCP-granting access group attached via /v1/access_group now sees that server through /v1/mcp/server (and can call tools on it) instead of getting an empty list. The runtime already resolves the key's unified access_group_ids; this adds the symmetric resolution on the team side, mirroring the model-side pattern in can_team_access_model — the group being on the team is itself the gate, so no assigned_team_ids re-check is needed. Resolves #27657 * chore(mcp): address greptile review on team access-group resolver Forward already-imported prisma_client / user_api_key_cache / proxy_logging_obj to _get_mcp_server_ids_from_access_groups so it skips its lazy re-import path. Update test docstring + assertions to reflect that the resolver is invoked with [] (and short-circuits without DB access) rather than skipped entirely. |