litellm/tests/integration/streaming
paveln83 06cdee91da
fix(guardrails): scan and rewrite streamed /v1/completions under post_call guardrails (#49035)
* feat(guardrails): scan and rewrite streamed /v1/completions in post_call pipelines

Gives OpenAITextCompletionHandler a process_output_streaming_response that
assembles the buffered TextCompletionResponse chunks per choice index at end
of stream, runs the guardrail over the assembled text, and writes text
rewrites back into the first text-carrying chunk of each choice. Tests and
live proof still pending.

* fix(guardrails): scan and rewrite streamed /v1/completions under post_call guardrails

Assemble each choice's streamed text once the stream ends, run the guardrail on it, write a mask back into the buffered chunks, and end the stream with the guardrail's error on a block. User key metadata now goes through the shared metadata bucket so applied guardrails reach spend logs.

* test(guardrails): cover streamed /v1/completions under post_call guardrails

* fix(guardrails): keep Gray Swan key metadata, scan a cut-short text stream, and pass non-chunk frames through

* fix(guardrails): replace blocked text completion streams like chat, keep Gray Swan's vendor payload, scan text streams in the content filter

* fix(guardrails): release an unfinished choice's held text and omit usage the upstream never sent

The content filter's streaming hook held back the end of a choice until its
finish_reason, which litellm sends only for the first choice of an n>1
stream, so choice 1 lost its last characters on text and chat streams. A
closing chunk now releases every unfinished choice when the stream ends.

A blocked text stream's closing chunk reported 0/0 usage when the upstream
sent none; it now carries usage only when the upstream reported it.

* fix(guardrails): send no usage on the content filter's end-of-stream chunk

* fix(guardrails): keep the usage chunk last and log the masked text of streamed text completions

* fix(guardrails): stream Responses API events through the content filter as they arrive

* fix(guardrails): treat a null text completion choice index as choice zero when assembling streams

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-29 08:46:49 -07:00
..
faked_responses_case.py fix(responses): open faked stream items empty so tool arguments and text arrive once (#46533) 2026-10-15 09:35:12 -07:00
test_assistants_evals_stream.py test(integration): pin assistants and evals endpoint contracts (#44734) 2026-10-14 07:08:35 +00:00
test_azure_streaming_function_calls.py test: migrate local_testing SDK and provider tests out of build_and_test (#45760) 2026-10-10 23:14:25 +00:00
test_chat_stream_guardrail_error_events.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_decision_model_buffering.py fix(guardrails): honor decision model streaming buffering (#46086) 2026-10-12 16:28:22 -07:00
test_decision_model_pipeline_buffering.py fix(guardrails): honor decision model streaming buffering (#46086) 2026-10-12 16:28:22 -07:00
test_fake_stream_reasoning_wire.py fix(bedrock)!: keep reasoning, thinking blocks and the json_mode finish_reason on fake streams (#46863) 2026-10-16 17:27:57 +00:00
test_faked_responses_stream_bridges.py fix(responses): open faked stream items empty so tool arguments and text arrive once (#46533) 2026-10-15 09:35:12 -07:00
test_faked_responses_stream_cache_replay.py fix(responses): open faked stream items empty so tool arguments and text arrive once (#46533) 2026-10-15 09:35:12 -07:00
test_faked_responses_stream_chaos.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_faked_responses_stream_guardrail_blocks.py fix(responses): open faked stream items empty so tool arguments and text arrive once (#46533) 2026-10-15 09:35:12 -07:00
test_faked_responses_stream_items.py fix(responses): open faked stream items empty so tool arguments and text arrive once (#46533) 2026-10-15 09:35:12 -07:00
test_file_content_streaming.py test(integration): regression tests for July provider translation, routing and streaming bugs (#42693) 2026-09-23 09:51:06 -07:00
test_google_genai_stream_usage_settings_wire.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_interception_converted_stream_options.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_mid_stream_fallback_continuation.py feat(router): mid-stream fallback continuation for chat completions (#41127) 2026-10-16 13:51:32 +00:00
test_noma_v2_streaming_settings.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_openai_like_stream_usage_wire.py fix(vertex_ai): route Model Garden models through the generateContent adapter (#41836) 2026-10-15 08:06:49 -07:00
test_openai_sdk_plain_chunk_fields.py perf(streaming): cut per-chunk pydantic round trips on openai-compatible streams (#47030) 2026-10-20 02:42:32 +00:00
test_openai_stream_passthrough_fields.py test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
test_responses_bridge_stream_chaos.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_responses_bridge_stream_errors.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_responses_top_level_error_events.py fix(responses): keep the provider code and message on top-level stream error events (#46438) 2026-10-14 16:16:46 -07:00
test_stream_contracts.py fix(streaming)!: send the include_usage chunk with an empty choices array (#47109) 2026-10-21 02:26:05 +00:00
test_stream_open_error_provider_headers_proxy.py test(integration): hand every harness server a port from one per-worker block (#46761) 2026-10-15 16:56:40 -07:00
test_stream_parallel_slot_release.py test(integration): regression tests for August provider translation and streaming bugs (#42621) 2026-09-22 20:52:00 -07:00
test_text_completion_stream_guardrail_rebuild.py fix(guardrails): scan and rewrite streamed /v1/completions under post_call guardrails (#49035) 2026-10-29 08:46:49 -07:00
test_ttft_keepalive.py test(integration): regression tests for August provider translation and streaming bugs (#42621) 2026-09-22 20:52:00 -07:00