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18 commits

Author SHA1 Message Date
mateo-berri
71f5b89499 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_python_version_ci
Resolves two conflicts:

- tests/test_litellm/vector_stores/test_main.py: staging moved search() to a
  RouterVectorStoreEmbeddingExecutor while this branch parametrized the same
  test over query; keep both the executor assertions and the parametrize.
- tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py: staging
  carries a duplicate embedding_executor kwarg that makes the file a
  SyntaxError; drop the trailing duplicate.
2026-09-03 00:16:19 -07:00
mateo-berri
f77b3b2b52 refactor(s3_vectors): embed search queries through the shared vector store executor
S3 Vectors now subclasses BaseQueryEmbeddingVectorStoreConfig, so its query
embedding runs through the Router executor with the request metadata instead
of a private router lookup. embedding_model stays accepted as an alias of
litellm_embedding_model. The router kwarg is gone from the search handler and
every provider transform now that nothing but the executor fallback read it.
2026-09-02 19:26:31 -07:00
Yujong Lee
1988dfc4cc fix: qualify list annotations for Python 3.14 runtime inspection 2026-09-02 15:02:04 -07:00
mateo-berri
8b5ae3da9d test(vector_stores): package the suite dir to avoid test_main basename collision 2026-09-01 13:15:51 -07:00
mateo-berri
753f3705d0 Merge litellm_internal_staging (4c3ef9ae0a) into litellm_fix_s3_vectors_search 2026-09-01 12:27:23 -07:00
yuneng-jiang
6a0d03914c
test: drop the cwd-relative sys.path.insert calls from the test suite (#37802)
* test: drop the cwd-relative sys.path.insert calls from the test suite

TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.

Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.

Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.

* test: drop the duplicate imports the sys.path sweep exposed to F811

* test(pre-call-utils): restore the os import the new bedrock tests need
2026-08-22 09:25:58 -07:00
ryan-crabbe-berri
e9d40a8f73 test: enforce F811 so a duplicate definition cannot silently replace the first
A name bound twice keeps only the second binding. In `tests/` that is nearly
always a repeated import, harmless but misleading, and the same rule is what
catches the cases that are not harmless: a local that shadows an import the
module still calls, and a second `def test_x` that quietly replaces the first.

311 of the 344 sites were repeated imports and came out with ruff's own fix.
The remaining 33 needed a decision. Four modules imported a name they never
used because a local definition below already shadowed it. Two comprehensions
bound `call` over `unittest.mock.call`, which those modules import and use.
One test rebound the two module handles its nested reload closure had captured.
One class attribute shadowed an unused `status` import.

The load-test fixtures move to a conftest, which is how pytest is meant to share
them, so the test module no longer imports three fixture names it never calls.
The nine `prisma_client` parameters keep a narrow `noqa`: pytest resolves that
fixture by name before the body runs, so the parameter never shadows anything.
2026-08-21 12:06:19 -07:00
ryan-crabbe-berri
21e9632713
test: add six ruff rules that catch tests which cannot fail (#37709)
`assert False` inside a `try:` raises AssertionError, which the `except
Exception` right below it catches, so several tests reported green no matter
what the code did. `pytest.fail` raises Failed, a BaseException, and escapes.

A bare `a == b` statement is evaluated and discarded. Nine of those sat in
tests, and one was comparing against a model name the router never produces.

Selects B011, B015, B018, PT015, PLR0133 and PLW0127 in ruff-tests.toml
alongside F821, with all 50 existing violations fixed, so no budget file or
ratchet is needed. CI already runs this config over tests/.
2026-08-20 14:21:26 -07:00
michelligabriele
a1514efa21
fix(vector_stores): S3 Vectors search router bypass + rag query config drop + UI error swallow 2026-07-27 17:07:58 +02:00
Ishaan Jaffer
e8461b5b97
style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
shin-bot-litellm
0c006794f1
litellm_fix_mapped_tests_core: fix test isolation and mock injection issues (#20209)
* litellm_fix_mapped_tests_core: fix test isolation and mock injection issues

## Problem
Four tests in litellm_mapped_tests_core were failing:
1. test_register_model_with_scientific_notation - KeyError due to test isolation issues
2. test_search_uses_registry_credentials - Mock not being called due to incorrect patch path
3. test_send_email_missing_api_key - Real API calls despite mocking
4. test_stream_transformation_error_sync - Mock not effective, real API called

## Solution

### test_register_model_with_scientific_notation
- Use unique model name to avoid conflicts with other tests
- Clear LRU caches before test to prevent stale data
- Clean up model_cost entry after test

### test_search_uses_registry_credentials
- Use patch.object() on the actual base_llm_http_handler instance
- String-based patching for instance methods can fail; direct object patching is more reliable

### test_send_email_missing_api_key
- Directly inject mock HTTP client into logger instance
- This bypasses any caching issues that could cause the fixture mock to be ineffective

### test_stream_transformation_error_sync
- Patch litellm.completion directly instead of the handler module's litellm reference
- This ensures the mock is effective regardless of import order

## Regression
These tests were affected by LRU caching added in #19606 and HTTP client caching.

* fix(test): use patch.object for container API tests to fix mock injection

## Problem
test_retrieve_container_basic tests were failing because mocks weren't
being applied correctly. The tests used string-based patching:
  patch('litellm.containers.main.base_llm_http_handler')

But base_llm_http_handler is imported at module level, so the mock wasn't
intercepting the actual handler calls, resulting in real HTTP requests
to OpenAI API.

## Solution
Use patch.object() to directly mock methods on the imported handler
instance. Import base_llm_http_handler in the test file and patch like:
  patch.object(base_llm_http_handler, 'container_retrieve_handler', ...)

This ensures the mock is applied to the actual object being used,
regardless of import order or caching.

* fix(test): add missing Prometheus metric labels to test_proxy_failure_metrics

Add client_ip, user_agent, model_id labels to expected metric patterns.
These labels were added in PRs #19717 and #19678 but test wasn't updated.

* fix(test_resend_email): use direct mock injection for all email tests

Extend the mock injection pattern used in test_send_email_missing_api_key
to all other tests in the file:
- test_send_email_success
- test_send_email_multiple_recipients

Instead of relying on fixture-based patching and respx mocks which can
fail due to import order and caching issues, directly inject the mock
HTTP client into the logger instance. This ensures mocks are always used
regardless of test execution order.

* fix(test): use patch.object for image_edit and vector_store tests

- test_image_edit_merges_headers_and_extra_headers: import base_llm_http_handler
  and use patch.object instead of string path patching
- test_search_uses_registry_credentials: import module and patch via
  module.base_llm_http_handler to ensure we patch the right instance

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
2026-01-31 17:53:54 -08:00
shin-bot-litellm
37a45a3295
litellm_fix_mapped_tests_core: clear client cache and fix isinstance checks (#20196)
## Problem
Tests using mocked HTTP clients were hitting real APIs because:
1. HTTP client cache was returning previously cached real clients
2. isinstance checks failed due to module identity issues from sys.path

### Tests affected:
- test_send_email_missing_api_key
- test_send_email_multiple_recipients (resend & sendgrid)
- test_search_uses_registry_credentials
- test_vector_store_create_with_simple_provider_name
- test_vector_store_create_with_provider_api_type
- test_vector_store_create_with_ragflow_provider
- test_image_edit_merges_headers_and_extra_headers
- test_retrieve_container_basic (container API tests)

## Solution
1. Add clear_client_cache fixture (autouse=True) to clear
   litellm.in_memory_llm_clients_cache before each test
2. Fix isinstance checks to use type name comparison
   (avoids module identity issues from sys.path.insert)

## Why not disable_aiohttp_transport
The default transport is aiohttp, so tests should work with it.
Clearing the cache ensures mocks are used instead of cached real clients.

## Regression
PR #19829 (commit f95572e3ed) added @respx.mock but cached clients
from earlier tests were being reused, bypassing the mocks.

Co-authored-by: shin-bot-litellm <shin-bot-litellm@users.noreply.github.com>
2026-01-31 15:42:17 -08:00
Alexsander Hamir
f95572e3ed
Fix broken mocks in 6 flaky tests to prevent real API calls (#19829)
* Fix broken mocks in 6 flaky tests to prevent real API calls

Added network-level HTTP blocking using respx to prevent tests from making real API calls when Python-level mocks fail. This makes tests more reliable and retryable in CI.

Changes:

- Azure OIDC test: Added Azure Identity SDK mock to prevent real Azure calls

- Vector store test: Added @respx.mock decorator to block HTTP requests

- Resend email tests (3): Added @respx.mock decorator for all 3 test functions

- SendGrid email test: Added @respx.mock decorator

All test assertions and verification logic remain unchanged - only added safety nets to catch leaked API calls.

* Fix failing OIDC secret manager tests

Fixed two test failures in test_secret_managers_main.py:

1. test_oidc_azure_ad_token_success: Corrected the patch path for get_bearer_token_provider from 'litellm.secret_managers.get_azure_ad_token_provider.get_bearer_token_provider' to 'azure.identity.get_bearer_token_provider' since the function is imported from azure.identity.

2. test_oidc_google_success: Added @patch('httpx.Client') decorator to prevent any real HTTP connections during test execution, resolving httpx.ConnectError issues.

Both tests now pass successfully.
2026-01-26 17:39:40 -08:00
Ishaan Jaffer
a62ccd582d fix flaky tests 2026-01-24 13:04:20 -08:00
Sameer Kankute
8eaabb4ad7 Add vector store support for ragflow 2025-12-03 15:29:47 +05:30
Sameer Kankute
9622829fa1
Fix vector store create issue (#16804) 2025-11-19 16:53:20 -08:00
Ishaan Jaff
56ac778316
[Bug Fix] Bedrock KB - Using LiteLLM Managed Credentials for Query (#13787)
* fix: add get_credentials_for_vector_store

* test_search_uses_registry_credentials

* test_bedrock_search_with_credentials_managed_registry
2025-08-19 15:39:36 -07:00
Ishaan Jaff
68fd17d15e
[Fix] QA Fixes - Vector Store Object Permissions (#11291)
* fix: QA for key,team,org permissions

* fix: add_vector_store_to_registry

* fix: refactor bedrock guard

* fix: refactor using us east 1 with vector stores

* fix: code QA checks

* fix: testing for mgmt endpoints
2025-05-31 09:41:05 -07:00