Add SecretRedactionFilter to scrub API keys, tokens, and credentials
from all log records (messages, args, tracebacks, extra fields).
- Enable redaction by default; opt out with LITELLM_DISABLE_REDACT_SECRETS=true
- Redact patterns: sk-*, Bearer tokens, x-api-key values, base64 creds
- Handle JSON formatter exception hooks and percent-style format args
- Snapshot dict iteration to avoid RuntimeError during concurrent logging
- Fix mypy arg-type error in background_streaming.py by adding proper
type annotation and cast for terminal_status
- Fix ruff F401 false positive for httpx import in vantage_destination.py
caused by from __future__ import annotations
- Fix flaky test_arouter_responses_api_bridge by providing a properly
structured mock response to prevent exception mapping errors
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace per-request `httpx.AsyncClient` with `get_async_httpx_client`
to avoid the +500ms latency penalty from creating new clients per
request. Updates tests to mock the cached client factory.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Fix genuine regression in responses_api_bridge_check where the second
call assigned to `model_info` instead of `responses_api_model_info`,
preventing gpt-5.4 + tools + reasoning_effort from routing to the
Responses API bridge.
Also update outdated tests:
- Vantage tests: match "csv" file key and use supported column names
- Anthropic caching test: add "type": "custom" to expected tool payload
- Claude Agent SDK test: remove non-deterministic LLM content assertion
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Map provider finish_reason "content_filtered" to the OpenAI-compatible "content_filter" and extend core_helpers tests to cover this case.
Made-with: Cursor
* fix: restore offline tiktoken cache for non-root envs
Made-with: Cursor
* chore: mkdir for custom tiktoken cache dir
Made-with: Cursor
* test: patch tiktoken.get_encoding in custom-dir test to avoid network
Made-with: Cursor
* test: clear CUSTOM_TIKTOKEN_CACHE_DIR in helper for test isolation
Made-with: Cursor
* test: restore default_encoding module state after custom-dir test
Made-with: Cursor
* fix(bedrock): respect s3_region_name for batch file uploads (#23569)
* fix(bedrock): respect s3_region_name for batch file uploads (GovCloud fix)
* fix: s3_region_name always wins over aws_region_name for S3 signing (Greptile feedback)
* fix: _filter_headers_for_aws_signature - Bedrock KB (#23571)
* fix: _filter_headers_for_aws_signature
* fix: filter None header values in all post-signing re-merge paths
Addresses Greptile feedback: None-valued headers were being filtered
during SigV4 signing but re-merged back into the final headers dict
afterward, which would cause downstream HTTP client failures.
Made-with: Cursor
* feat(router): tag_regex routing — route by User-Agent regex without per-developer tag config (#23594)
* feat(router): add tag_regex support for header-based routing
Adds a new `tag_regex` field to litellm_params that lets operators route
requests based on regex patterns matched against request headers — primarily
User-Agent — without requiring per-developer tag configuration.
Use case: route all Claude Code traffic (User-Agent: claude-code/x.y.z) to
a dedicated deployment by setting:
tag_regex:
- "^User-Agent: claude-code\\/"
in the deployment's litellm_params. Works alongside existing `tags` routing;
exact tag match takes precedence over regex match. Unmatched requests fall
through to deployments tagged `default`.
The matched deployment, pattern, and user_agent are recorded in
`metadata["tag_routing"]` so they flow through to SpendLogs automatically.
* fix(tag_regex): address backwards-compat, metadata overwrite, and warning noise
Three issues from code review:
1. Backwards-compat: `has_tag_filter` was widened to activate on any non-empty
User-Agent, which would raise ValueError for existing deployments using plain
tags without a `default` fallback. Fix: only activate header-based regex
filtering when at least one candidate deployment has `tag_regex` configured.
2. Metadata overwrite: `metadata["tag_routing"]` was overwritten for every
matching deployment in the loop, leaving inaccurate provenance when multiple
deployments match. Fix: write only for the first match.
3. Warning noise: an invalid regex pattern logged one warning per header string
rather than once per pattern. Fix: compile first (catching re.error once),
then iterate over header strings.
Also adds two new tests covering these cases, and adds docs page for
tag_regex routing with a Claude Code walk-through.
* refactor(tag_regex): remove unnecessary _healthy_list copy
* docs: merge tag_regex section into tag_routing.md, remove standalone page
- Add ## Regex-based tag routing (tag_regex) section to existing
tag_routing.md instead of a separate page
- Remove tag_regex_routing.md standalone doc (odd UX to have a separate
page for a sub-feature)
- Remove proxy/tag_regex_routing from sidebars.js
- Add match_any=False debug warning in tag_based_routing.py when regex
routing fires under strict mode (regex always uses OR semantics)
* fix(tag_regex): address greptile review - security docs, strict-mode enforcement, validation order
- Strengthen security note in tag_routing.md: explicitly state User-Agent
is client-supplied and can be set to any value; frame tag_regex as a
traffic classification hint, not an access-control mechanism
- Move tag_regex startup validation before _add_deployment() so an invalid
pattern never leaves partial router state
- Enforce match_any=False strict-tag policy: when a deployment has both
tags and tag_regex and the strict tag check fails, skip the regex fallback
rather than silently bypassing the operator's intent
- Extract per-deployment match logic into _match_deployment() helper to
keep get_deployments_for_tag() readable
- Add two new tests: strict-mode blocks regex fallback, regex-only
deployment still matches under match_any=False
* fix(ci): apply Black formatting to 14 files and stabilize flaky caplog tests
- Run Black formatter on 14 files that were failing the lint check
- Replace caplog-based assertions in TestAliasConflicts with
unittest.mock.patch on verbose_logger.warning for xdist compatibility
- The caplog fixture can produce empty text in pytest-xdist workers
in certain CI environments, causing flaky test failures
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com>
* Handle response.failed, response.incomplete, and response.cancelled terminal events in background streaming
Previously the background streaming task only handled response.completed and
hardcoded the final status to "completed". This missed three other terminal
event types from the OpenAI streaming spec, causing failed/incomplete/cancelled
responses to be incorrectly marked as completed.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Committed-By-Agent: claude
* Remove unused terminal_response_data variable
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Committed-By-Agent: claude
* Address code review: derive fallback status from event type, rewrite tests as integration tests
1. Replace hardcoded "completed" fallback in response_data.get("status")
with _event_to_status lookup so that response.incomplete and
response.cancelled events get the correct fallback if the response
body ever omits the status field.
2. Replace duplicated-logic unit tests with integration tests that
exercise background_streaming_task directly using mocked streaming
responses and assert on the final update_state call arguments.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Committed-By-Agent: claude
* Remove dead mock_processor and unused mock_response parameter from test helper
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Committed-By-Agent: claude
* Remove FastAPI and UserAPIKeyAuth imports from test file
These types were only used as Mock(spec=...) arguments. Drop the spec
constraints and remove the top-level imports to avoid pulling FastAPI
into test files outside litellm/proxy/.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Committed-By-Agent: claude
* Log warning when streaming response has no body_iterator
If base_process_llm_request returns a non-streaming response (no
body_iterator), log a warning since this likely indicates a
misconfiguration or provider error rather than a successful completion.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Committed-By-Agent: claude
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* PR #22867 added _remove_scope_from_cache_control for Bedrock and Azure AI but omitted Vertex AI. This applies the same pattern to VertexAIPartnerModelsAnthropicMessagesConfig."
* PR #22867 added _remove_scope_from_cache_control for Bedrock and Azure AI but omitted Vertex AI. This applies the same pattern to VertexAIPartnerModelsAnthropicMessagesConfig."
* PR #22867 added _remove_scope_from_cache_control to AzureAnthropicMessagesConfig
but missed VertexAIPartnerModelsAnthropicMessagesConfi Rather than duplicating the method again, moved it up to the base AnthropicMessagesConfig so all providers
inherit it, and removed the now-redundant copy from the Azure AI subclass.
* PR #22867 added _remove_scope_from_cache_control to AzureAnthropicMessagesConfig
but missed VertexAIPartnerModelsAnthropicMessagesConfi Rather than duplicating the method again, moved it up to the base AnthropicMessagesConfig so all providers
inherit it, and removed the now-redundant copy from the Azure AI subclass.
---------
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Tests were outdated after #23472 added pagination (take/order) to find_many
and stale-row cleanup via update_many. Updated assertions to match new call
signatures.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The self-exclusion filter compared raw key strings against SHA-256
hashed tokens from the DB, so keys were never excluded and
double-counting persisted. Now hash data.key before comparison.
Also add tpm_limit_type/rpm_limit_type to _throughput_fields_changed
guard, fall back to existing_key_row.team_id for team limit checks
(matching the org pattern), and add team self-exclusion test.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Only run org validation (get_org_object + _check_org_key_limits) when
the update actually touches throughput-related fields (tpm_limit,
rpm_limit, or organization_id). Previously, any update to a key
belonging to an org would trigger the check, which would fail with a
400 if the org had been deleted — blocking unrelated field changes.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When updating a key, _check_org_key_limits and _check_team_key_limits
would include the key being updated in the find_many results, causing
its current limits to be counted twice (once from the DB query, once
from the new requested limits). This caused false 400 errors on valid
limit adjustments.
Fix: exclude the key being updated (by matching token) from the
allocated totals before checking limits.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Instead of hardcoding SPEND_PER_REQUEST (which broke when the model
changed from gpt-3.5-turbo-0301 to gpt-3.5-turbo), make a single
calibration request first, poll for its spend, and use that as the
per-request cost. Fails fast with pytest.fail() after 5 retries if
calibration cannot determine the cost.
Also fixes a bug in test_basic_spend_accuracy where the user spend
assertion error message referenced user_info['info'] instead of
user_info['user_info'].
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Increase wait timeout to 90s and pytest.fail() instead of silently
continuing, so the failure message points at the real cause.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
gpt-3.5-turbo-0301 was removed from the model cost map, so every call
had response_cost=0 and team member spend never increased. The wait
helper also returned True after 3s regardless of whether spend updated.
- Switch fake-openai-endpoint to gpt-3.5-turbo (has pricing in cost map)
- Remove premature early-return in wait_for_team_member_spend_update
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Increase max_retries from 6 to 9 and retry_delay from 10s to 20s
(180s total wait, up from 60s) to give batch cost tracking more time
to finish before cleanup attempts file deletion.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The terminal-state DB shortcut in retrieve_batch returned a LiteLLMBatch
with empty _hidden_params, causing the managed_files hook to skip encoding
output_file_id into a unified ID. This adds the same model_id extraction
from unified_batch_id that the non-terminal path already has.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The test_e2e_managed_batch test intermittently fails during cleanup
when deleting the input file — the batch cost tracking hasn't finished
processing yet (batch_processed=true not set), causing a 400 error.
This is a timing race condition unrelated to batch retrieval logic.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The terminal-state DB shortcut in retrieve_batch returned a LiteLLMBatch
with empty _hidden_params, causing the managed_files hook to skip encoding
output_file_id into a unified ID. This adds the same model_id extraction
from unified_batch_id that the non-terminal path already has.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix(proxy): cap managed-object poll size + expire stale rows + kill-switch flag to prevent OOM/Prisma connection loss
* fix(constants): simplify PROXY_BATCH_POLLING_ENABLED readability
* docs+test: document new polling env vars, add pagination+stale-cleanup tests
* fix: exclude stale_expired from batch poll queries; fix update_many assertions in tests
* fix: scope stale cleanup to file_purpose, fix file_object mocks, add CheckBatchCost tests
* fix: avoid duplicate cost logging in fallback path; guard integer constants against zero/negative values
* fix: cache _has_batch_processed_column; guard cleanup from aborting poll; narrow fallback except
* fix: add complete/completed to primary query not_in; fix vacuous test assertion
- Primary find_many was missing "complete" and "completed" in its not_in
filter, creating asymmetry with the fallback query. A job whose status
was set to "complete" but whose batch_processed flag update failed would
be silently re-fetched and re-processed every cycle, emitting duplicate
cost logs.
- test_fallback_completion_update_omits_batch_processed patched
_is_base64_encoded_unified_file_id to return None, causing an immediate
continue — so update() was never called and the assertion looped over an
empty list (vacuously true). Rewrote the test to mock the full
completion pipeline, verify update() is called exactly once, and assert
batch_processed is absent from the update data.
- Added symmetric test (primary path) proving batch_processed IS included
when the column exists.
Made-with: Cursor
Ryan Crabbe