litellm/tests/unit/llms/openai
paveln83 27fbcd9895
fix(anthropic): map pause_turn and return refusal explanations on chat and responses (#49192)
* fix(anthropic): map pause_turn and return refusal explanations on chat and responses

pause_turn now maps to finish_reason length (Python and Rust) and keeps the raw
stop_reason in provider_specific_fields. Responses reports a paused turn as
incomplete with max_output_tokens and shows the unrun server search as an
in_progress web_search_call instead of a client function_call.

A refusal's stop_details.explanation now fills message.refusal and the final
stream delta.refusal on chat, and becomes a refusal content part on Responses,
streamed or not.

* fix(anthropic): let a chat client resend a paused turn so Claude continues it

* fix(anthropic): replay a paused chat turn without its thinking blocks, and drop its unrun search before a new message

Chat cannot say where Claude wrote each thinking block in a paused web search turn, and
Anthropic answers 400 when one moves but accepts the turn without them. A new message after
a paused turn also 400s on a server_tool_use with no result, so that unrun search is dropped.

* fix(responses): send the streamed refusal part's type and text in content_part.added

* fix(anthropic): keep pause_turn and Claude refusal explanations out of the Messages adapter's text

A paused Claude turn now ends on stop_reason pause_turn instead of max_tokens, streamed or not. A Claude refusal keeps its explanation in stop_details with Claude's category and no longer repeats it as a text block, so a guardrail mask on a streamed refusal is delivered. A paused turn sent back with list content drops its thinking blocks like string content does

* fix(anthropic): replay a paused turn with one unrun search and no thinking on chat and Responses

* fix(responses): report a paused Claude turn as completed so Codex and the Agents SDK keep going

* fix(responses): mark a paused turn's message item completed

* fix(responses): mark every item of a paused turn completed

* fix(responses): keep a refusal's explanation when a refused turn is sent back

A refusal part in a Responses input message now goes to the model as text, so the assistant turn is no longer dropped from the history. The integration test now expects a paused Claude turn on Responses to report completed, and the paused-turn test helper is typed

* fix(responses): scan refusal parts in Responses guardrails

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-31 02:53:59 -07:00
..
chat fix(openai): stop stripping cache_control from the caller's own messages and tools (#35602) 2026-10-31 00:29:10 -07:00
completion fix(openai): keep the upstream error body on e.response for OpenAI and Azure errors (#49079) 2026-10-29 23:30:02 -07:00
decisions fix(decisions): preserve omitted probabilities (#48449) (#48524) 2026-10-26 19:49:32 -07:00
embeddings test: add package initializers to migrated unit test directories 2026-09-20 11:52:07 +00:00
evals fix(llms): join api_base and route with one shared helper (#47535) 2026-10-21 06:59:32 +00:00
image_generation refactor(images): remove dall-e-2 and dall-e-3 code paths (#48703) 2026-10-28 17:48:09 -07:00
image_variations fix(openai): keep the upstream error body on e.response for OpenAI and Azure errors (#49079) 2026-10-29 23:30:02 -07:00
live feat(realtime): proxy OpenAI Live sessions on /v1/live/sessions (#43621) 2026-10-13 13:59:27 -07:00
realtime fix: preserve explicit provider for async image, audio, and realtime routes (#36346) 2026-10-15 05:21:43 -07:00
responses fix(anthropic): map pause_turn and return refusal explanations on chat and responses (#49192) 2026-10-31 02:53:59 -07:00
speech test: add package initializers to migrated unit test directories 2026-09-20 11:52:07 +00:00
transcriptions test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
vector_store_files fix(proxy)!: return provider-matching 4xx for the LIT-8062 status code follow-ups (#45537) 2026-10-13 11:42:39 -07:00
vector_stores test: add package initializers to migrated unit test directories 2026-09-20 11:52:07 +00:00
videos test: add package initializers to migrated unit test directories 2026-09-20 11:52:07 +00:00
__init__.py test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
test_cost_calculation.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_data_residency.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_gpt_reasoning_transformation.py refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
test_is_model_gpt_5_model.py refactor(llms): rename model-version transformation files to family names (#48509) 2026-10-26 18:53:16 -07:00
test_o_series_transformation.py fix(openai): stop stripping cache_control from the caller's own messages and tools (#35602) 2026-10-31 00:29:10 -07:00
test_openai.py fix(hosted_vllm): accept the vLLM production-stack router's file and batch objects (#49068) 2026-10-30 23:11:34 -07:00
test_openai_authentication_error.py test: migrate local_testing SDK and provider tests out of build_and_test (#45760) 2026-10-10 23:14:25 +00:00
test_openai_common_utils.py fix(logging): warn when drop_params drops a requested reasoning level on the remaining paths (#48933) 2026-10-30 08:48:43 -07:00
test_openai_empty_response.py fix(openai): send chat completions through client.post so the SDK's per-message param transform stops holding the event loop (#46967) 2026-10-16 18:06:01 -07:00
test_openai_file_content_streaming.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_openai_image_edit_transformation.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_openai_workload_identity.py refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
test_organization_costs.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_use_chat_completions_api_no_leak.py fix(openai): send chat completions through client.post so the SDK's per-message param transform stops holding the event loop (#46967) 2026-10-16 18:06:01 -07:00