litellm/tests/unit
Emerson Gomes 045fb7ba84
feat(vertex-ai)!: support gemini 3.1 flash tts (#31915)
* feat(vertex-ai): support gemini 3.1 flash tts

* fix(vertex-ai): keep TTS metadata compatible with the cost map guard

* fix(vertex-ai): preserve existing Gemini TTS models and voice mappings

* fix(vertex-ai): recognize provider-stripped TTS model names

* test(vertex-ai): match current speech HTTP error response

* fix(vertex-ai): preserve nested speech locale and voice

* fix(vertex-ai): use provider speech media type in proxy

* fix(gemini): preserve TTS dispatch and nested speech settings

* test(gemini): run TTS regressions in CI shards

* fix(vertex-ai): account for Gemini Cloud TTS audio cost

* fix(vertex-ai): bill Gemini TTS without optional audio decoder

* test(gemini): cover TTS mapping and billing edge cases

* test(vertex-ai): cover Gemini voice normalization in provider shard

* fix(vertex-ai): keep Gemini TTS routing with generic provider metadata

* chore(vertex-ai): remove obsolete lint suppressions

* fix(gemini): strip audio format from speech configuration

* chore(vertex-ai): remove obsolete mutation suppressions

* fix(vertex-ai): preserve FLAC billing and wrapped audio headers

* fix(vertex-ai): reject unmeasurable FLAC before billing

* fix(vertex-ai): reconcile speech support with current provider mappings

* fix(vertex-ai): validate speech mappings and usage types

* fix(vertex-ai): preserve speech mapper override forwarding

* fix(gemini): map voice aliases across speech request forms

* fix(vertex-ai): send only formats the speech bridge cannot serve to Cloud TTS

Gemini TTS detection now goes by model name, so newer Vertex Gemini TTS
models keep working, and only mp3, opus, alaw, mulaw and other container
formats move to Cloud Text-to-Speech. wav and pcm requests stay on
generateContent as on main.

A Cloud TTS response whose duration cannot be measured now returns the
audio unbilled with a warning instead of raising after a paid call. FLAC
handling is removed because Cloud TTS has no FLAC encoding.

The cost map, the google_genai mappers and the proxy error path go back
to main, since those changes were outside this feature.

* fix(vertex_ai): keep Gemini TTS formats, region and instructions on routes that serve them

Only mp3, opus, alaw and mulaw go to Cloud Text-to-Speech. Every other
format gets a local 400 that lists the supported ones, before Google is
called.

Cloud TTS uses the deployment's us or eu regional host. Other regions
and a custom api_base get a 400 that says to request wav or pcm.

instructions is sent as the Cloud TTS style prompt, and a request with
no voice keeps the Gemini model.

get_usage_object is back to main's code, so dict usages still go
through Usage.__init__, and the proxy no longer labels pcm16 or
linear16 output as WAV.

* fix(vertex_ai): send Gemini TTS to every regional Cloud TTS host and keep speak tags as text

Cloud Text-to-Speech serves Gemini TTS on a host named after each Vertex
location, so a non-global vertex_location now uses
{location}-texttospeech.googleapis.com instead of only the us and eu hosts.
Google answers for regions it does not serve.

Gemini TTS voices reject SSML, so input that contains <speak> is sent as
text for Gemini TTS models. Chirp keeps the SSML auto-detect.

Removes the proxy alaw and mulaw media-type entries. Cloud TTS returns
those encodings with a WAV header, so the response is labeled audio/wav
and the entries never applied.

Adds a regression test that custom per-token pricing bills the usage a
speech response reports.

* fix(vertex_ai): map Gemini TTS regions to Google's Cloud TTS locations and keep a bad voice from cooling down the deployment

US and EU Vertex regions go to the us and eu Cloud TTS hosts, northamerica-northeast1 to its own, global or unset to global, and any other region gets a local 400. A Cloud TTS 404 on the Gemini path, such as a misspelled voice, comes back as a 400 so the router keeps the deployment serving wav. Usage reads the sent request from the response instead of the logging object.

* fix(vertex_ai): default Gemini TTS Cloud formats to a Gemini voice and validate speakers

Parse only usage fields from the sent Cloud TTS request, so a numeric speakingRate no longer fails after Google bills it.
Send the Gemini voice Kore when no voice is named, and reject Cloud TTS voice names unless drop_params is set.
Reject malformed speaker entries unless drop_params is set, and translate Cloud TTS speaker fields on wav and chat audio.
Use the Vertex default region when no location is set, so mp3 and wav share a region.

* test(vertex_ai): cover two-speaker Gemini TTS mp3 through aspeech with fake credentials

Replaces two tests that patched the Vertex TTS config's own token and URL methods.

* fix(vertex_ai): reject malformed Gemini TTS voices and keep beta Chirp and Lyria params unmapped

* fix(vertex_ai): drop unknown Gemini TTS voice keys on wav and pcm instead of rejecting them

* fix(vertex_ai): reject unknown Gemini TTS voice keys on wav, pcm, and chat audio unless drop_params is set

* fix(vertex_ai): honor every drop_params setting in the Gemini TTS voice key check

Global drop_params, batch row and deployment drop_params on Vertex batch
file uploads now drop unknown voice keys. A voice object with both
speechConfig and speech_config gets a 400 for the ignored speech_config.

* fix(gemini): drop unknown nested voice fields under drop_params and detect TTS by served model

* fix(gemini): filter unknown speech config fields with fixed-depth helpers and pass audio params through unchanged

* fix(gemini): camel-case snake replicated voice keys so drop_params keeps them

* fix(vertex-ai): reject voice fields Cloud TTS cannot send unless drop_params is set

* fix(vertex-ai): reject wrong-typed Cloud TTS voice values and check speakers as sent

Gemini TTS on mp3, opus, alaw, or mulaw now answers 400 for a voice field whose value Cloud TTS cannot send, such as a list languageCode or a string voiceConfig, and for nested voice fields under a speaker that also names speakerId. drop_params still drops them.

* fix(vertex-ai): reject wrong-typed speech config wrappers and speakerId overriding a prebuilt voice on Cloud TTS

* fix(vertex-ai): keep speakers and voice_config beside a speech_config wrapper on Cloud TTS

* fix(vertex-ai): pick Cloud TTS voices from the same speech config the WAV path sends to Gemini

* fix(files): carry the deployment's drop_params on model= file uploads so Vertex batch rows drop unknown voice keys

* fix(gemini): keep a structured speech voice when the model is a model_alias_map alias for a Gemini TTS model

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-21 04:18:42 +00:00
..
a2a_protocol fix(langfuse_otel)!: send the completion start time (#45597) 2026-10-20 13:52:26 +00:00
anthropic_interface fix(proxy): send a real error event when a /v1/messages stream fails (#41826) 2026-09-25 15:36:35 -07:00
batch_completion test: move routing, caching and callback tests out of local_testing (#45761) 2026-10-10 09:33:09 -07:00
batches fix(batches): apply the Vertex regional endpoint uplift to batch cost (#47466) 2026-10-20 01:51:51 +00:00
caching fix(token_counter): stop re-downloading a HuggingFace tokenizer after a failed download (#47586) 2026-10-20 18:24:22 -07:00
completion_extras fix(router)!: stop a chat-mode Mantle deployment from rewriting the shared Responses routing row (#46263) 2026-10-17 21:39:14 +00:00
compression test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
containers test: catch regressions in the validation lines #44798 added (#47420) 2026-10-20 01:06:37 +00:00
db_scripts fix(vector-stores): keep proxy context out of provider vector store metadata (#47021) 2026-10-17 12:51:47 -07:00
decisions fix(decisions): bill unpriced returned TypeSafe versions at the requested model and name a missing answers field (#47508) 2026-10-20 11:46:17 -07:00
endpoints feat(vertex-ai)!: support gemini 3.1 flash tts (#31915) 2026-10-21 04:18:42 +00:00
enterprise feat(proxy): map baggage values to budget tags (#47358) 2026-10-20 09:09:42 +00:00
expected_fine_tuning_api test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
expected_responses_api_request test: move tests/test_litellm core utils, routing, responses, caching and rust_bridge into tests/unit (#43199) 2026-09-25 17:10:13 -07:00
experimental_mcp_client fix(mcp): upgrade to MCP SDK 2.3.0 and raise the per-event SSE size cap (#47034) 2026-10-20 16:00:00 -07:00
extraction feat(extraction): add /v1/extraction with Cloudflare Clairic support (#47473) 2026-10-20 15:51:45 -07:00
files 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
fine_tuning fix(fine_tuning): stop forwarding api_version to the OpenAI client (#44995) 2026-10-21 01:58:25 +00:00
fixtures test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
gateway test(ci): fix six CircleCI test regressions on main (#44429) 2026-10-03 20:55:01 -07:00
google_genai fix(langfuse_otel)!: send the completion start time (#45597) 2026-10-20 13:52:26 +00:00
harness fix(streaming)!: send the include_usage chunk with an empty choices array (#47109) 2026-10-21 02:26:05 +00:00
images test(images): stop writing image edit responses to disk (#47463) 2026-10-20 01:26:09 +00:00
integration_support test(integration): wait for every worker in Scenario.model (#47277) 2026-10-18 14:49:25 -07:00
integrations fix(proxy): attribute retry attempt spend rows to their deployment and keep them out of daily request counts (#47658) 2026-10-20 23:33:01 +00:00
interactions fix(langfuse_otel)!: send the completion start time (#45597) 2026-10-20 13:52:26 +00:00
litellm_core_utils fix(responses): bill every round of a streamed MCP auto-execute on one spend row (#47445) 2026-10-21 02:56:38 +00:00
litellm_proxy_extras fix(proxy-extras): accept unencoded DB passwords in the v2 migration lock and redact its errors (#46592) 2026-10-15 14:47:23 -07:00
llms feat(vertex-ai)!: support gemini 3.1 flash tts (#31915) 2026-10-21 04:18:42 +00:00
models fix(proxy): allow model instances in LiteLLM_EndUserTable validation (#41677) 2026-10-15 10:57:26 -07:00
ocr test(rust-bridge): relocate dispatch tests before routing changes (#46926) 2026-10-16 12:29:33 -07:00
passthrough fix(bedrock)!: stream Converse passthrough frames through post_call guardrails instead of buffering (#46307) 2026-10-17 00:53:53 -07:00
proxy feat(vertex-ai)!: support gemini 3.1 flash tts (#31915) 2026-10-21 04:18:42 +00:00
rag fix(rag)!: use team provider credentials and allow viewer and JWT team access (#45497) 2026-10-17 23:51:48 +00:00
realtime_api fix(secret_managers)!: resolve oidc/file and oidc/env refs in admin-configured api_key per request (#47341) 2026-10-20 01:43:59 +00:00
repositories fix(proxy): reset end-user spend in committed pages so the budget cascade survives a large LiteLLM_EndUserTable (#46502) 2026-10-15 19:47:12 -07:00
rerank_api test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
responses fix(responses): bill every round of a streamed MCP auto-execute on one spend row (#47445) 2026-10-21 02:56:38 +00:00
router_strategy fix(router): unregister strategy selectors from global callbacks on discard (#45795) 2026-10-21 02:39:36 +00:00
router_utils fix(router): price cost-based routing through model_info.base_model (#47617) 2026-10-20 22:20:16 +00:00
rust_bridge fix(logging)!: fire one CustomLogger failure hook per async call outside the async flag list (#47124) 2026-10-20 15:19:14 -07:00
sandbox test: add __init__.py to every tests/unit directory phase 16 touches 2026-09-20 11:52:38 +00:00
search fix(search): price Tavily advanced and Linkup deep searches at their own cost map entries (#47411) 2026-10-19 23:32:31 -07:00
secret_managers fix(secret_managers)!: resolve oidc/file and oidc/env refs in admin-configured api_key per request (#47341) 2026-10-20 01:43:59 +00:00
skills test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
systemone fix(decisions): answer 400 on a malformed provider_specific_header instead of dropping it (#46619) 2026-10-15 14:04:03 +00:00
telemetry feat(telemetry): add AggregatingSink, fixed-bucket histograms, Report and HttpExporter (#45487) 2026-10-13 18:33:01 -07:00
test_router fix(router): unregister strategy selectors from global callbacks on discard (#45795) 2026-10-21 02:39:36 +00:00
tracing fix(proxy): cooldown errors carry 429, Sentry starts at boot without request bodies, tracing failures log at ERROR, exporter counters exported (#46344) 2026-10-16 00:53:52 +00:00
types fix(streaming)!: send the include_usage chunk with an empty choices array (#47109) 2026-10-21 02:26:05 +00:00
vector_stores fix(secret_managers)!: resolve oidc/file and oidc/env refs in admin-configured api_key per request (#47341) 2026-10-20 01:43:59 +00:00
videos test: migrate phase 16 legacy tests to tests/unit 2026-09-20 10:59:02 +00:00
__init__.py test(unit): add package markers to migrated unit test directories 2026-09-20 11:53:14 +00:00
AGENTS.md docs: clarify unit test clock rule (#47604) 2026-10-20 11:33:01 -07:00
conftest.py fix(router): unregister strategy selectors from global callbacks on discard (#45795) 2026-10-21 02:39:36 +00:00
create_mock_standard_logging_payload.py test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e (#45940) 2026-10-11 06:24:57 -07:00
test_a2a_registry_lookup.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_acompletion_session_reuse_e2e.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_add_deployment_no_master_key.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_aembedding_session_reuse_e2e.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_anthropic_beta_headers_filtering.py fix(vertex_ai): forward the inline-tools-2026-09-15 beta to Vertex and Anthropic (#45297) 2026-10-08 12:27:52 -07:00
test_anthropic_skills_transformation.py feat(anthropic): workload identity federation and pluggable identity sources (#44448) 2026-10-03 17:08:30 -07:00
test_assert_ci_coverage.py docs(agents): keep directory rules in nested AGENTS.md and pin integration tests to CircleCI (#46796) 2026-10-16 14:57:49 -07:00
test_assert_workflow_dir_hygiene.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_audio_transcription_rust_bridge.py refactor(python-bridge): ship a signature base and read the resolved call (#45450) 2026-10-08 17:20:29 -07:00
test_auto_update_price_and_context_window_file.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_azure_ad_token_credential_resolution.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_azure_ai_grok_4_3_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_azure_ai_grok_4_6_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_baseten_glm_5_3_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_batch_completion_models_all_responses.py test: move routing, caching and callback tests out of local_testing (#45761) 2026-10-10 09:33:09 -07:00
test_bedrock_marengo_embed_3_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_build_core_distribution.py test: move packaging and install checks off CircleCI build_and_test (#45757) 2026-10-10 09:33:51 -07:00
test_chat_ui_responses_session.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_check_licenses.py feat(proxy): embed enterprise LiteAdmin MCP in LiteLLM images (#44610) 2026-10-05 15:24:34 -07:00
test_check_mcp_operation_boundary.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_check_migrations_lock_timeout.py fix(proxy-extras): bound migration lock waits with SET LOCAL lock_timeout in the migration SQL (#46329) 2026-10-13 20:51:03 -07:00
test_check_migrations_no_data_rewrites.py fix(proxy-extras): build the SpendLogs indexes in the migration job instead of in migrations (#43948) 2026-10-01 14:12:22 -07:00
test_check_openapi_docs.py ci: gate undocumented POST routes in the proxy OpenAPI document (#45843) 2026-10-10 21:51:00 +00:00
test_check_py310_typing_imports.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_check_test_quality.py test(integration): hand every harness server a port from one per-worker block (#46761) 2026-10-15 16:56:40 -07:00
test_check_type_discipline.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_check_unbounded_in_lists.py test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e (#45940) 2026-10-11 06:24:57 -07:00
test_check_windows_wheel_install.py test: move packaging and install checks off CircleCI build_and_test (#45757) 2026-10-10 09:33:51 -07:00
test_circleci_path_filter.py ci(cost map): delete the model prices JSON schema file (#47079) 2026-10-21 01:46:03 +00:00
test_circleci_run_migration_tests.py test: migrate proxy security, schema migration and MCP legacy tests (#45937) 2026-10-11 16:17:24 -07:00
test_circleci_rust_toolchain.py test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
test_claude_fable_5_config.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_claude_haiku_5_5_config.py fix(model_prices): consolidate claude-haiku-5-5 over-100k pricing and capability flags (#45151) 2026-10-07 14:14:47 -07:00
test_claude_opus_4_6_config.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_claude_opus_4_8_config.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_claude_opus_5_config.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_claude_sonnet_5_config.py refactor(cost-map): remove openrouter rows, part 5 of 5 (#45669) 2026-10-09 22:48:55 +00:00
test_cloudflare_workers_ai_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_completion_timeout_resolution.py fix(router)!: bound fake-streamed calls by the request timeout, not stream_timeout (#47162) 2026-10-17 22:08:02 +00:00
test_component_entrypoint.py feat(prometheus): cap series per metric for every labeled metric (#44420) 2026-10-06 01:28:44 +00:00
test_compression.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_conftest_isolation.py test: isolate model cost maps in runtime registration tests (#47559) 2026-10-20 16:18:13 +00:00
test_constants.py fix(mcp): upgrade to MCP SDK 2.3.0 and raise the per-event SSE size cap (#47034) 2026-10-20 16:00:00 -07:00
test_container_router.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_cost_calculation_log_level.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_cost_calculator.py feat(vertex-ai)!: support gemini 3.1 flash tts (#31915) 2026-10-21 04:18:42 +00:00
test_cost_map_guard.py ci(cost map): delete the model prices JSON schema file (#47079) 2026-10-21 01:46:03 +00:00
test_count_tokens_public_api.py fix(responses)!: count input tokens the way inference sends the request (#47363) 2026-10-20 15:13:59 +00:00
test_dashscope_image_generation.py refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
test_daybreak_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_deepseek_model_metadata.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_default_branch.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_detect_changes.py ci: render lint, unit and smoke checks as <tier> / <job> with one collector per tier (#45480) 2026-10-09 04:28:41 +00:00
test_docker_no_network_on_deploy.py test: migrate local_testing SDK and provider tests out of build_and_test (#45760) 2026-10-10 23:14:25 +00:00
test_dockerfile_apk_repository.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_dockerfile_bedrock_realtime_extra.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_dockerfile_non_root.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_drop_params_env_var.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_e2e_egress_sentinel.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_eager_tiktoken_load.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_env_key_doc_gate.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_exception_exports.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_exception_header_preservation.py fix: support OpenAI SDK 3 while retaining SDK 2 compatibility (#44927) 2026-10-09 19:45:50 -07:00
test_exception_mapping_request_attribute.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_fake_openai_endpoint.py test: migrate local_testing SDK and provider tests out of build_and_test (#45760) 2026-10-10 23:14:25 +00:00
test_filter_out_litellm_params.py fix(params): validate stream_chunk_size once, before any provider call (#43222) 2026-09-26 23:01:20 +00:00
test_fireworks_serverless_model_costs.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_gate_slot_lock.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_gemini_3_1_flash_lite_image_pricing.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_gemini_4_argon_model_metadata.py feat(gemini)!: auto-continue gemini-4-argon long decodes with continuationToken (#46240) 2026-10-15 22:54:23 +00:00
test_gemini_tts_native_audio_pricing.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_get_blog_posts.py feat(ui): source Home What's new from day 0 support blog posts (#46260) 2026-10-13 13:11:59 -07:00
test_git_hooks.py chore(hooks): drop Conventional Branches pre-push hook in favor of litellm_ prefix (#44951) 2026-10-20 00:35:39 +00:00
test_gpt_5_4_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_gpt_5_5_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_gpt_image_cost_calculator.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_gpt_realtime_mode.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_groq_streaming_encoding.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_guardrail_exception_status_codes.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_integration_run.py test(integration): isolate every multi-worker integration suite by default (#46027) 2026-10-12 03:46:06 -07:00
test_internal_context.py fix(proxy)!: stop update_cache from resurrecting evicted auth cache entries (#46997) 2026-10-20 17:09:53 +00:00
test_lazy_imports.py feat(sdk): build core from an independent packaging manifest (#44340) 2026-10-08 18:40:14 -07:00
test_lint_base_counts.py revert(lint-gates): accept an empty base scan again, since zero violations is a legitimate count (#45319) 2026-10-08 08:40:08 +00:00
test_lint_workflow_diff_gates.py fix(ci): align misc unit tests with NativeCall bridge and widened e2e diff gates (#45180) 2026-10-07 16:33:49 -07:00
test_litellm_cli.py perf(cli): start lite without initializing the litellm SDK (#46803) 2026-10-17 04:53:32 +00:00
test_litellm_overhead.py test(unit): wait on the work itself instead of fixed sleeps (#46261) 2026-10-13 12:41:06 -07:00
test_litellm_params_reserved_keys.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_logging.py fix(logging): keep root logger INFO lines when json_logs is on and LITELLM_LOG is set (#47175) 2026-10-17 21:33:26 +00:00
test_lowest_latency_zero_tokens.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_main.py fix(streaming)!: send the include_usage chunk with an empty choices array (#47109) 2026-10-21 02:26:05 +00:00
test_main_module_header.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_mistral_large_4_model_metadata.py fix(model_prices): add Bedrock flex prices, Anthropic web search flags, Gemini shutdown dates, OpenRouter alias drift, Mistral Large 4 context (#44910) 2026-10-08 13:12:42 -07:00
test_mistral_medium_3_5_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_mistral_small_4_0_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_mistral_zai_glm_5_2_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_model_block_unblock.py fix(proxy): return 4xx instead of 500 for missing required params, invalid pagination and unknown ids (#43787) 2026-10-02 22:48:53 -07:00
test_model_cost_aliases.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_model_param_helper.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_model_prices_and_context_window.py fix(gemini)!: honor supports_sampling_params on the Gemini and Vertex path and flag Gemini 3.6 Flash, 3.5 Flash-Lite and later (#47645) 2026-10-20 23:51:55 +00:00
test_model_response_normalization.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_muse_spark_1_1_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_muse_spark_1_2_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_muse_spark_1_3_model_metadata.py feat(model_prices): add meta/muse-wonder-1.0 (#46072) 2026-10-12 19:36:52 +00:00
test_mutation_report.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_nested_drop_params.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_no_top_level_test_invocations.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_non_chat_routes_open_llm_spans.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_openai_embedding_encoding_format_default.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_record_replay_proxy.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_openai_service_tier_long_context_pricing.py fix(cost_calculator): bill ultrafast prompts above 272k at the ultrafast long-context rates (#43764) 2026-09-30 07:32:16 -07:00
test_openapi_docs_gate.py ci: gate undocumented POST routes in the proxy OpenAPI document (#45843) 2026-10-10 21:51:00 +00:00
test_package_layout.py test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
test_package_metadata.py chore(deps): require anyio>=4.14.0 to rule out the lock-waiter deadlock (#47378) 2026-10-19 12:37:47 -07:00
test_pre_commit_lint.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_prisma_generate_if_needed.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_private_usage_aliases.py feat(openai)!: honor per-deployment workload identity on non-chat routes (#39966) 2026-10-16 22:25:15 +00:00
test_process_helpers.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_project_alias_tracking.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_project_tags_pydantic.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_proxy_auth.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_pydantic_namespaces.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_rag_openai_ingestion.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_rate_limit_error_unification.py refactor(proxy): expose public names for private proxy helpers (#45170) 2026-10-07 18:59:27 -07:00
test_read_rc_version.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_redact_string_in_error_paths.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_redis.py test: move routing, caching and callback tests out of local_testing (#45761) 2026-10-10 09:33:09 -07:00
test_redis_credential_provider.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_register_model_custom_pricing.py fix(register_model)!: keep bedrock geo deployments priced across price data reloads (#41523) 2026-10-17 19:10:04 +00:00
test_register_model_zero_cost_persistence.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_replicate_model_key_format.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_responses_api_bridge_non_stream.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_responses_id_security.py fix(proxy): check previous_response_id ownership on /v1/responses/compact (#46408) 2026-10-14 17:57:34 +00:00
test_responses_streaming_container_ownership.py fix(responses): bill a background response once, on the first read or poll that sees it finished (#45703) 2026-10-15 11:00:14 -07:00
test_retrieve_batch_bedrock_dispatch.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_router_block_helpers.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_router_exception_redaction.py fix(streaming)!: map stream read timeouts to litellm.Timeout on chat, messages, and responses (#47198) 2026-10-18 13:58:34 +00:00
test_router_get_settings.py ci(circleci): test Redis behavior against local Redis and print short tracebacks (#44062) 2026-10-01 13:00:54 -07:00
test_router_google_genai.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_router_model_cost_isolation.py fix(gemini)!: honor supports_sampling_params on the Gemini and Vertex path and flag Gemini 3.6 Flash, 3.5 Flash-Lite and later (#47645) 2026-10-20 23:51:55 +00:00
test_router_order_fallback.py fix(router): keep the prompt caching affinity pin alive as long as the prefix's cache_control ttl (#46084) 2026-10-14 21:10:09 -07:00
test_router_per_deployment_num_retries.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_router_redis_init.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_router_retry_backoff_headers.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_router_retry_non_retryable_errors.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_router_retry_policy_update.py fix(proxy): unset DB environment variables removed from the row on every worker by row revision (#46709) 2026-10-17 03:51:05 +00:00
test_router_silent_experiment.py test: fix stale and flaky tests across CircleCI, GHA and Buildkite (#45530) 2026-10-09 11:40:14 -07:00
test_router_streaming_fallback_metadata.py refactor: expose public hidden_params accessors (#44668) 2026-10-07 00:01:33 -07:00
test_router_weighted_failover.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_ruff_strict_gate.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_sambanova_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_scaledown_model_prices.py feat(scaledown): add native text provider support (#44168) 2026-10-10 14:01:17 -07:00
test_scheduler.py fix(scheduler): remove a request's queue entry once it stops waiting (#43061) 2026-10-07 17:34:38 -07:00
test_secret_redaction.py fix(vertex): report an unreadable credentials file as a read failure (#40173) 2026-10-15 02:03:56 -07:00
test_seed_tracing_fixtures.py refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
test_select_ui_test_scope.py ci: render lint, unit and smoke checks as <tier> / <job> with one collector per tier (#45480) 2026-10-09 04:28:41 +00:00
test_service_logger.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_setup_wizard.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_shared_session_integration.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_socket_policy.py test(unit): block external sockets at import time and add a socket policy regression test 2026-09-20 08:07:50 +00:00
test_ssl_verify_unit.py test(unit): stop test modules from putting their own directory on sys.path (#43421) 2026-09-28 12:20:20 -07:00
test_stream_chunk_builder_annotations.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_stream_chunk_builder_citations.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_stream_chunk_builder_images.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_streaming_connection_cleanup.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_sync_together_ai_models.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_system_message_format_bug.py fix(prompt_templates): do not mutate messages in-place in function_call_prompt (#41676) 2026-10-15 14:37:11 -07:00
test_test_quality_gate.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_thinking_enabled.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_together_ai_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_tool_loop.py fix(responses bridge): round-trip tool_search_call and tool_search_output items between turns (#46444) 2026-10-14 21:40:14 -07:00
test_type_check_gate.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_type_discipline_gate.py ci(lint): gate every rule on its merge-base count and cap Anys at a fixed total (#40193) 2026-10-08 05:39:29 +00:00
test_typesafe_model_metadata.py fix(cost): price typesafe/jev-1.14.0 (#46594) 2026-10-14 20:27:35 -07:00
test_unit_shard_missing_paths.py ci: render lint, unit and smoke checks as <tier> / <job> with one collector per tier (#45480) 2026-10-09 04:28:41 +00:00
test_unit_shard_per_test_timeout.py ci: render lint, unit and smoke checks as <tier> / <job> with one collector per tier (#45480) 2026-10-09 04:28:41 +00:00
test_utils.py fix(router): unregister strategy selectors from global callbacks on discard (#45795) 2026-10-21 02:39:36 +00:00
test_utils_get_model_info.py fix(bedrock): use native structured output on Haiku 5.5 and Sonnet 5.5, and fix Fable 5 and Sonnet 4.6 schema 400s (#46870) 2026-10-16 20:57:23 -07:00
test_utils_get_optional_params.py test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
test_utils_module_docstring.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_uuid_helper.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_vcr_classification.py test: move offline logging, secret manager and provider tests from legacy dirs into tests/unit (#45554) 2026-10-09 09:48:10 -07:00
test_vcr_conftest_common_banner.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_vcr_filters.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_vcr_leak_guard.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_vcr_redis_persister.py test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
test_vcr_safe_body_matcher.py fix(tests): stop VCR recording and replaying a test's own localhost upstream (#43346) 2026-09-26 15:49:39 -07:00
test_version.py feat(sdk): build core from an independent packaging manifest (#44340) 2026-10-08 18:40:14 -07:00
test_vertex_ai_xai_grok_prompt_caching_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_video_generation.py fix(videos)!: keep model_id in proxy video ids so per-model keys resolve on status/content (#44614) 2026-10-20 05:42:59 +00:00
test_with_dashboard_node.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_ws_vcr.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_xai_grok_4_3_model_metadata.py test: move tests/test_litellm root and small trees into tests/unit (#43186) 2026-09-25 11:30:43 -07:00
test_xai_responses_auto_routing.py fix(router)!: stop a chat-mode Mantle deployment from rewriting the shared Responses routing row (#46263) 2026-10-17 21:39:14 +00:00