litellm/tests
DDT d0c16008c8
fix(chatgpt): round-trip encrypted reasoning through /v1/messages (#49076)
* fix(chatgpt): round-trip encrypted reasoning through /v1/messages

The chat bridge stored encrypted reasoning on reasoning_items, the Anthropic
adapter never read that field, stream chunks that only carried thinking
blocks were dropped, and the messages adapter stripped the signed blocks
before a chatgpt request could turn them back into reasoning items.

Co-authored-by: DDT <1786035110@qq.com>

* fix(anthropic): keep Responses reasoning on tool turns and retry once when a backend cannot decrypt it

* fix(anthropic): stop logging rejected encrypted reasoning

Quote the retry helper return type so importing litellm no longer evaluates a string alias with |. The warning keeps provider, model, status, and error code, and leaves the ciphertext out.

* fix(anthropic): keep encrypted reasoning on OpenAI thinking and xAI web search turns, and stream signatures only to Messages clients

The keep check now knows when the handler moves an OpenAI thinking turn to Responses, and when web_search_options sends an xAI turn there.

The Responses-to-chat stream iterator adds the signed reasoning chunk only when the caller is /v1/messages, so /v1/chat/completions streams stay unchanged.

The reasoning retry fires only when the translated request still carries encrypted reasoning.

* fix(anthropic): keep each streamed reasoning summary with its own item, and read the Messages marker before the bridge call

* fix(anthropic): send openai/ Messages turns again once without encrypted reasoning a backend rejects

The openai/ Responses path on /v1/messages had no retry, so a chatgpt/ block left in history answered 400 on every later openai/ turn. That path now sends the turn once more without encrypted reasoning, the same way the chat bridge does. The retry matches only invalid_encrypted_content or a "could not be verified" message naming the content, so the exception mapper's own hint no longer triggers it. The xAI web search keep path is backed out, since xAI sends no encrypted reasoning over the bridge.

* fix(anthropic): keep every non-streamed reasoning item for Messages clients and read a deployment's reasoning_summary in the keep check

* fix(anthropic): log only the outcome of a turn sent again without rejected reasoning

A /v1/messages turn whose replayed reasoning the backend rejects is sent once more without it. The rejected first attempt ran the failure callbacks on the shared logging object, which logged a failure for a turn that then succeeded, kept the retry's own failure from being logged, and freed the parallel-request slot while the retry was still in flight.

The first attempt now runs inside resent_on, and the client wrapper skips failure logging and the budget unbind for a failure that matches it. The retry runs outside that context, so its own outcome logs as usual.

* test(anthropic): type the parameters of the failure-recording test loggers

* fix(anthropic): skip the SDK num_retries retry for an attempt that is sent again

* fix(anthropic): stop SDK retries from resending a rejected block or clearing the global num_retries

A transient 429 or 500 on a /v1/messages turn that carries a replayed encrypted
block was retried by an SDK call's num_retries loop, which sent the block again
until every retry was rejected. On async calls the loop then raised the first
transient error, so the turn failed instead of being sent again without the
block. The retry loop now stops at that rejection and passes it on, so the turn
is sent again once without encrypted blocks.

A rejected first try on a sync call also cleared the process-wide
litellm.num_retries, so later calls in the process were no longer retried. That
setting now stays as configured.

* fix(anthropic): stop a cancelled SDK retry from starting another call

The resent-failure retry predicate returned true for BaseException
subclasses such as asyncio.CancelledError, so a cancelled
acompletion_with_retries or aresponses_with_retries call could start
another provider call. Retry only Exception subclasses again, as
tenacity's default did, while still skipping a resent failure.

* test(anthropic): type the retry helper parameter in the cancellation test

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-11-07 11:32:59 -08:00
..
_support feat(mcp): add an opt-in per-server setting to skip MCP tool output validation (#49961) 2026-11-03 20:42:10 -08:00
audio_tests feat(vertex-ai)!: support gemini 3.1 flash tts (#31915) 2026-10-21 04:18:42 +00:00
base_sdk_tests feat(packaging): build litellm-proxy gateway wheels (#49605) 2026-11-05 16:37:12 -08:00
benchmarks fix(realtime)!: send the Gemini Live setup at the first content so session.update settings apply (#39864) 2026-10-30 01:31:39 -07:00
code_coverage_tests feat(packaging): build litellm-proxy gateway wheels (#49605) 2026-11-05 16:37:12 -08:00
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(proxy)!: preserve Responses SSE event framing (#47980) 2026-11-06 20:17:57 -08:00
e2e_harness test(e2e): add a Codex row that calls a local MCP tool on a first and a resumed turn (#49817) 2026-11-06 03:59:03 +00:00
fixtures test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
harness_e2e fix(harness): set PWD to the working directory of local sandbox commands (#47530) 2026-10-20 20:06:11 +00:00
integration fix(anthropic): preserve streamed tool argument fragments verbatim (#50470) 2026-11-07 01:44:48 -08:00
rust-python-harness fix(messages): make rust messages copy python messages behaviour (#49611) 2026-11-02 21:02:52 -08:00
test_litellm_rust feat(redis): serve the proxy's common Redis call with Rust stores (#50170) 2026-11-06 06:01:11 +00:00
typing fix: support OpenAI SDK 3 while retaining SDK 2 compatibility (#44927) 2026-10-09 19:45:50 -07:00
unit fix(chatgpt): round-trip encrypted reasoning through /v1/messages (#49076) 2026-11-07 11:32:59 -08:00
windows_tests refactor(rust-bridge): require the native extension (#48852) 2026-10-28 13:16:56 -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 test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
_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_logging.conf
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
VCR_TESTING.md test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
white_100x100.png test: stop CI tests from downloading tokenizer files and images (#43257) 2026-09-25 19:27:48 -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/unit

This folder can only run mock tests.