litellm/tests
Ali Ahmed a677242d6f
fix(headroom): stop re-compressing retrieved CCR content in client tool loops (#38591)
When the headroom_retrieve tool is exposed to a client that runs its own
tool-execution loop (the LiteLLM MCP gateway path), the client executes the
retrieve call and sends the recovered original content back as a tool result
on the next turn. The guardrail then compressed that row again, and because
CCR is content-addressed it collapsed back to the exact same hash it was just
retrieved from. The model never saw the expansion and the agent looped.

Hold tool-result rows that carry headroom_retrieve output back from the
compression service, the same way the live turn and trailing tool exchange are
already protected, so the expansion survives. Retrieve calls are matched by the
direct headroom_retrieve name and the mcp__<server>__headroom_retrieve gateway
name. Because a long gateway name is truncated past 64 chars in the
OpenAI-translated view the guardrail scans, the pairing also falls back to the
tool-call id read from the request's own untranslated messages, which is never
truncated.

Fixes #38558
2026-09-02 12:07:13 -07:00
..
agent_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
audio_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
base_sdk_tests test(cli): cover the keyless token record and keep keyring to the cli extra 2026-08-20 03:45:00 -07:00
basic_proxy_startup_tests
batches_tests merge(litellm_internal_staging): reconcile batch observability with per-line resilience 2026-08-24 19:08:40 -04:00
benchmarks
code_coverage_tests Merge branch 'litellm_internal_staging' into litellm_fix_supported_openai_params_router_alias 2026-09-01 12:57:36 -07:00
documentation_tests Merge remote-tracking branch 'origin/main' into litellm_bedrock_messages_disconnect_billing 2026-08-31 08:58:37 -07:00
e2e test(e2e): read JUnit properties off the real collected pytest Item 2026-09-01 19:12:07 -07:00
enterprise fix(prometheus): bound requested_model label cardinality on client failure paths 2026-09-01 10:34:58 -07:00
guardrails_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
image_gen_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
integration test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
litellm-proxy-extras revert: default the proxy back to the v1 migration resolver 2026-09-01 12:56:08 -07:00
litellm_utils_tests test(aiohttp): pin NO_PROXY so proxy env cannot hijack the refused-port probe 2026-08-28 12:45:46 -07:00
llm_responses_api_testing fix(guardrails): deliver modify_response block as valid SSE on streaming chat and Responses 2026-08-31 16:01:39 -07:00
llm_translation test: exempt MockTransport request-shape embedding tests from VCR replay 2026-09-01 13:29:12 -07:00
load_tests Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_ruff_dead_test_code 2026-08-24 09:46:56 -07:00
local_testing Merge pull request #39185 from BerriAI/litellm_fix_embedding_encoding_format_suite_break 2026-09-01 13:52:51 -07:00
logging_callback_tests test(gcs_pubsub): expect router_metadata key in spend logs fixture 2026-08-31 15:37:56 -07:00
mcp_tests fix(mcp): follow tools/list pagination from upstream servers (#39172) 2026-09-01 14:34:14 -07:00
multi_instance_e2e_tests test: say whether a match= pattern is a regex or a literal (ruff RUF043) 2026-08-21 16:25:33 -07:00
ocr_tests fix(vertex): avoid duplicate DeepSeek OCR model namespace 2026-09-01 14:39:15 -07:00
openai_endpoints_tests test(responses): expect the bad-temperature 400 on a non-reasoning model 2026-08-29 01:58:15 -07:00
otel_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
pass_through_tests fix(anthropic_messages): dispatch deferred spend logging when the client disconnects mid-relay 2026-08-31 10:17:27 -07:00
pass_through_unit_tests test(websearch): carry a reasoned test-quality suppression on the router patch 2026-08-31 22:32:05 -07:00
proxy_admin_ui_tests test(access-groups): give each xdist worker its own fixture ids 2026-08-28 09:35:12 -07:00
proxy_behavior fix(proxy): reset a stuck team member's budget (#37971) 2026-08-25 09:50:09 -07:00
proxy_e2e_anthropic_messages_tests ci: lint the test tree for undefined names and fix all 30 (#37671) 2026-08-20 13:30:34 -07:00
proxy_migration_tests fix(docker): install bedrock-realtime extra in monolith proxy images (#39223) 2026-09-01 17:51:55 -07:00
proxy_security_tests
proxy_unit_tests test: pass request to config update test 2026-09-02 02:29:41 +00:00
router_unit_tests fix(search): forward search-tool params through the router, complete Parallel AI v1 param mapping (#37883) 2026-09-01 21:46:46 -07:00
search_tests fix(search): harden bing_grounding auth, result cap, status, and cost 2026-08-24 12:26:07 -07:00
spend_tracking_tests
store_model_in_db_tests test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_litellm fix(headroom): stop re-compressing retrieved CCR content in client tool loops (#38591) 2026-09-02 12:07:13 -07:00
unified_google_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
vector_store_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
windows_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
__init__.py
_fake_openai_endpoint_server.py test(ci): serve /moderations from the canned OpenAI mock (#37739) 2026-08-20 16:58:38 -07:00
_flush_vcr_cache.py
_live_test_helpers.py
_openai_record_replay_proxy.py
_vcr_conftest_common.py
_vcr_redis_persister.py
_wait_helpers.py test: replace blind sleeps with deadline waits in callback and caching tests (#37660) 2026-08-20 18:48:43 +00:00
_ws_vcr.py
eval_swe_bench.py
fake_openai_endpoint.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json
README.MD
test_anthropic_compaction_usage.py
test_budget_management.py
test_callbacks_on_proxy.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_debug_warning.py
test_default_encoding_non_root.py
test_end_users.py ci: lint the test tree for undefined names and fix all 30 (#37671) 2026-08-20 13:30:34 -07:00
test_fallbacks.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_gpt5_azure_temperature_support.py
test_health.py
test_keys.py test: fix staging CI regressions from #38182, #38144, #38265, #37962, and #37969 2026-08-25 23:01:20 -07:00
test_litellm_proxy_responses_config.py
test_logging.conf
test_models.py
test_new_vector_store_endpoints.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_openai_endpoints.py test: point the live web search, groq and vertex image suites at models that still exist (#37733) 2026-08-20 17:03:35 -07:00
test_organizations.py
test_otel_thread_leak.py
test_presidio_latency.py
test_proxy_server_non_root.py
test_ratelimit.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_resource_cleanup.py
test_service_logger_otel.py fix(langfuse): send v4 ingestion header for otel callback (#33907) 2026-07-18 20:36:51 -07:00
test_spend_logs.py
test_team.py test: add six ruff rules that catch tests which cannot fail (#37709) 2026-08-20 14:21:26 -07:00
test_team_logging.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_team_members.py test: reject assertions on a caught error inside except (ruff PT017) 2026-08-21 13:35:08 -07:00
test_users.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00

In total litellm runs 1000+ tests

[02/20/2025] Update:

To make it easier to contribute and map what behavior is tested,

we've started mapping the litellm directory in tests/test_litellm

This folder can only run mock tests.