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litellm/tests
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dean-zavad 000b3685ed
fix(guardrails): guardrail Bedrock Converse stream text per content block (#45822) 
* fix(guardrails): guardrail Bedrock Converse stream text per content block

The buffered converse-stream guardrail joined every text delta of the same
kind across all content blocks into one string, guardrailed it, then split the
result back over the frames by length. When a guardrail edit changed the
length (a mask), characters moved between blocks: text spilled from one text
block into the next, and parallel toolUse inputs became invalid JSON.

Group fragments per (contentBlockIndex, kind) so each block is guardrailed and
written back on its own.

* test(guardrails): run the Bedrock stream block tests through the real post-call hook

Drive de_anonymize_event_stream with a real ProxyLogging and pass-through logging object, with a fake guardrail at the boundary, and assert the texts the guardrail receives as well as the frames the client gets back

* test(guardrails): pin the logging start time in the Bedrock stream tests
2026-10-10 15:03:39 -07:00
..
_support fix(params): validate stream_chunk_size once, before any provider call (#43222) 2026-09-26 23:01:20 +00:00
agent_tests/local_only_agent_tests test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
audio_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
base_sdk_tests test: move packaging and install checks off CircleCI build_and_test (#45757) 2026-10-10 09:33:51 -07:00
basic_proxy_startup_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
batches_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
benchmarks refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
code_coverage_tests docs(proxy): describe /v1/decisions and /v1/systemone in Swagger UI (#45838) 2026-10-10 21:04:59 +00:00
documentation_tests fix(proxy): let configured pass-through endpoints outrank built-in provider prefix routes (#44133) 2026-10-10 12:26:17 -07:00
e2e fix(bedrock): keep tool_reference results as text on converse (#44590) 2026-10-09 17:52:17 -07:00
e2e_harness docs(agents): ban semicolons and colons in human-facing text (#45684) 2026-10-09 16:36:32 -07:00
guardrails_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
harness_e2e feat: add litellm.agent() to run claude code, codex, opencode and deep agents through the ai gateway (#43885) 2026-10-01 22:27:49 +00:00
image_gen_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
integration fix(mcp): keep one upstream MCP session per gateway session across tool calls (#42741) 2026-10-10 14:49:45 -07:00
litellm_utils_tests test: move offline proxy auth, hook, spend and pass-through tests to tests/unit (#45568) 2026-10-09 09:49:13 -07:00
llm_translation test: fix stale and flaky tests across CircleCI, GHA and Buildkite (#45530) 2026-10-09 11:40:14 -07:00
load_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
local_testing test: move packaging and install checks off CircleCI build_and_test (#45757) 2026-10-10 09:33:51 -07:00
logging_callback_tests test: move offline proxy auth, hook, spend and pass-through tests to tests/unit (#45568) 2026-10-09 09:49:13 -07:00
mcp_tests perf(ci): isolate and shard integration suites (#44146) 2026-10-10 11:15:19 -07:00
multi_instance_e2e_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
ocr_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
openai_endpoints_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
otel_tests test: replace 61 live logging and otel tests with offline unit and integration coverage (#45362) 2026-10-08 15:55:57 -07:00
pass_through_tests test: delete 34 legacy tests already covered by e2e (#45340) 2026-10-08 09:43:56 -07:00
pass_through_unit_tests test: move offline proxy auth, hook, spend and pass-through tests to tests/unit (#45568) 2026-10-09 09:49:13 -07:00
proxy_admin_ui_tests test: move the unit half of 126 mixed legacy files into tests/unit (#45090) 2026-10-07 14:07:43 -07:00
proxy_behavior refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
proxy_e2e_anthropic_messages_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
proxy_migration_tests perf(ci): isolate and shard integration suites (#44146) 2026-10-10 11:15:19 -07:00
proxy_security_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
proxy_unit_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
router_unit_tests test: make 77 legacy live tests offline in litellm_utils, router_unit and responses dirs (#45298) 2026-10-08 02:37:55 -07:00
rust-python-harness docs(agents): ban semicolons and colons in human-facing text (#45684) 2026-10-09 16:36:32 -07:00
search_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
store_model_in_db_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
test_litellm refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
test_litellm_rust fix(python-bridge): preserve callback keyword deletions in native requests (#45692) 2026-10-10 02:36:49 +00:00
typing fix: support OpenAI SDK 3 while retaining SDK 2 compatibility (#44927) 2026-10-09 19:45:50 -07:00
unified_google_tests test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
unit fix(guardrails): guardrail Bedrock Converse stream text per content block (#45822) 2026-10-10 15:03:39 -07:00
vector_store_tests refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
windows_tests test: move packaging and install checks off CircleCI build_and_test (#45757) 2026-10-10 09:33:51 -07:00
__init__.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
_fake_openai_endpoint_server.py
_flush_vcr_cache.py
_live_test_helpers.py
_master_key.py fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
_openai_record_replay_proxy.py
_process_helpers.py test: count a zombie grandchild as gone in the migrate deploy timeout test (#42570) 2026-09-22 14:59:26 -07:00
_vcr_conftest_common.py fix(tests): stop VCR recording and replaying a test's own localhost upstream (#43346) 2026-09-26 15:49:39 -07:00
_vcr_redis_persister.py
_wait_helpers.py
_ws_vcr.py
AGENTS.md docs(agents): ban semicolons and colons in human-facing text (#45684) 2026-10-09 16:36:32 -07:00
capturing_transport.py test(vcr): guard leaked cassette patches and make injected-transport embedding tests immune (#42542) 2026-09-22 14:20:18 -07:00
eval_swe_bench.py
fake_openai_endpoint.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json
README.MD test: finish the non-proxy half of tests/test_litellm (#43281) 2026-09-25 22:43:41 -07:00
test_debug_warning.py
test_keys.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_litellm_proxy_responses_config.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_logging.conf
test_models.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_new_vector_store_endpoints.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_openai_endpoints.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_proxy_server_non_root.py
test_rust_python_harness.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_service_logger_otel.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_spend_logs.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_team_logging.py fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
test_users.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
white_100x100.png test: stop CI tests from downloading tokenizer files and images (#43257) 2026-09-25 19:27:48 -07:00

README.MD

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/unit

This folder can only run mock tests.