litellm/tests/llm_translation
Yuneng Jiang d49114b101
test(bedrock): repoint live Claude tests off the retired Claude 3 Sonnet
AWS no longer serves `anthropic.claude-3-sonnet-20240229-v1:0`. The streaming
path returns a plain 404, "Model with the provided id
anthropic.claude-3-sonnet-20240229-v1:0 is not found", and the non-streaming
path answers 500 for the same reason. Our own cost map has carried a
2026-07-30 deprecation date for it since #36538

That accounts for 20 failures across local_testing_part1, local_testing_part2
and llm_translation_testing. litellm maps both statuses correctly, so the
tests are what went stale, not the client

Replacement is `us.anthropic.claude-sonnet-4-5-20250929-v1:0`: a like-for-like
Sonnet, and the newest Bedrock Sonnet this repo exercises against the real API
in tests/e2e. Newer ids exist in the cost map, but nothing in the repo calls
them live, so picking one would be an unverified guess about model access on
the CI account

Scope is limited to the tests that actually issue a request. The occurrences
that assert on the model string itself, or that feed mocked transformations,
keep the old id so their assertions stay meaningful
2026-08-11 18:49:47 -07:00
..
fixtures test fix 2025-10-16 18:00:46 -07:00
realtime test(realtime): record and replay websocket traffic in redis vcr cassettes (#32390) 2026-07-08 00:19:06 -07:00
reasoning_effort_grid test: unstale the reasoning-effort grid count and the responses bridge test (#34868) 2026-07-27 18:07:04 -07:00
test-skill [Feat] New API - Claude Skills API (Anthropic) (#17042) 2025-11-24 15:01:40 -08:00
test_llm_response_utils chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
test_skills_data Remove Apache 2 license from SKILL.md (#22322) 2026-02-27 19:33:55 -08:00
base_audio_transcription_unit_tests.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
base_embedding_unit_tests.py Litellm dev 12 25 2025 p2 (#7420) 2024-12-25 18:35:34 -08:00
base_llm_unit_tests.py fix(bedrock): normalize Messages system role and adaptive-thinking for Claude Invoke (#31364) 2026-06-27 11:35:36 -07:00
base_rerank_unit_tests.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
conftest.py test(realtime): record and replay websocket traffic in redis vcr cassettes (#32390) 2026-07-08 00:19:06 -07:00
dog.wav (feat) Support audio param in responses streaming (#6312) 2024-10-18 19:16:14 +05:30
duck.png fix vertex ai multimodal embedding translation (#9471) 2025-03-24 23:23:28 -07:00
gettysburg.wav Litellm dev 12 25 2025 p2 (#7420) 2024-12-25 18:35:34 -08:00
guinea.png fix vertex ai multimodal embedding translation (#9471) 2025-03-24 23:23:28 -07:00
log.xt Litellm dev 04 05 2025 p2 (#9774) 2025-04-07 21:02:52 -07:00
Readme.md test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
test_a2a.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_anthropic_completion.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_aws_base_llm.py Add support for AWS assume_role with a session token 2025-08-23 22:37:21 -07:00
test_azure_agents.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_azure_ai.py test_completion_azure 2026-03-30 21:54:27 -07:00
test_azure_o_series.py [Fix] CI: Enable VCR replay for test_azure_o_series 2026-05-04 20:48:26 -07:00
test_azure_openai.py Litellm ishaan april15 2 (#25828) 2026-04-15 18:42:23 -07:00
test_bedrock_agentcore.py Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
test_bedrock_agents.py test: skip test with invalid arn 2025-09-09 20:35:44 -07:00
test_bedrock_anthropic_regression.py fix(tests): replace deprecated Bedrock Claude 3.7 Sonnet model ID 2026-04-28 14:24:19 -07:00
test_bedrock_common_utils.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_bedrock_completion.py test(bedrock): repoint live Claude tests off the retired Claude 3 Sonnet 2026-08-11 18:49:47 -07:00
test_bedrock_dynamic_auth_params_unit_tests.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_bedrock_embedding.py chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
test_bedrock_embedding_pricing.py chore: litellm oss staging (#30968) 2026-06-23 07:31:44 -07:00
test_bedrock_govcloud.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_bedrock_gpt_oss.py [Test] add request-body mock test for bedrock gpt-oss tool schema 2026-04-14 19:36:57 -07:00
test_bedrock_invoke_tests.py test(vcr): close out the remaining VCR live-call leaks (#29603) 2026-06-03 13:46:43 -07:00
test_bedrock_llama.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_bedrock_mantle.py fix(bedrock-mantle): use /anthropic/v1/messages path for Mantle endpo… (#27976) 2026-05-15 13:31:59 -07:00
test_bedrock_moonshot.py [Test] Mock remaining live Bedrock Moonshot tests 2026-04-16 17:43:43 -07:00
test_bedrock_nova_embedding.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_bedrock_nova_json.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_cloudflare.py fix(cloudflare): route native Workers AI provider through OpenAI-compatible endpoint (#31053) 2026-06-23 12:09:11 -07:00
test_cohere.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_containers_api.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_convert_dict_to_image.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_crusoe.py fix(crusoe): remove trailing slashes from API base URLs and fix list indentation 2026-05-01 17:27:52 +05:30
test_databricks.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_deepgram.py Litellm dev 12 28 2024 p3 (#7464) 2024-12-28 19:18:58 -08:00
test_deepseek_completion.py Litellm oss staging (#28161) 2026-05-18 16:27:44 -07:00
test_elevenlabs.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_evals_api.py [Fix] Tests: Reduce VCR cassette bloat and fix multipart caching 2026-05-07 11:54:19 -07:00
test_fireworks_ai_translation.py chore: litellm oss staging (#30968) 2026-06-23 07:31:44 -07:00
test_gemini.py Litellm oss staging 030626 (#29578) 2026-06-03 11:01:51 -07:00
test_gemini_image_usage.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_gigachat.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_gpt4o_audio.py fix(tests): replace shut-down gpt-4o-audio-preview with gpt-audio-1.5 (#28281) 2026-05-19 14:48:30 -07:00
test_groq.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_hosted_vllm_embedding_e2e.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_huggingface_chat_completion.py Revert "Revert "fix tests (#12286)"" 2025-07-03 12:08:27 -07:00
test_hyperbolic.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_infinity.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_jina_ai.py Litellm 12 02 2024 (#6994) 2024-12-02 22:00:01 -08:00
test_lambda_ai.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_langgraph.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm_proxy_provider.py fix(tests): replace deprecated Bedrock Claude 3.7 Sonnet model ID 2026-04-28 14:24:19 -07:00
test_minimax_tts.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_mistral_api.py test: reduce mistral direct tests b/c of rate limit errors 2025-08-23 11:15:03 -07:00
test_model_cost_map_resilience.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_morph.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_nvidia_nim.py fix(tests): migrate realtime + rerank tests off shut-down upstream models (#28191) 2026-05-18 15:41:51 -07:00
test_openai.py test: unstale the reasoning-effort grid count and the responses bridge test (#34868) 2026-07-27 18:07:04 -07:00
test_openai_o1.py test(vcr): drop dead 'from respx import MockRouter' imports 2026-05-13 00:32:03 +00:00
test_openai_record_replay_proxy.py Extend the record/replay proxy to chat, embeddings, moderations, rerank, and Anthropic (#29847) 2026-06-06 14:33:42 -07:00
test_openrouter.py Fix deprecated model test 2026-05-11 09:49:47 +05:30
test_optional_params.py fix(bedrock): normalize Messages system role and adaptive-thinking for Claude Invoke (#31364) 2026-06-27 11:35:36 -07:00
test_perplexity_reasoning.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prompt_caching.py test(vcr): drop dead 'from respx import MockRouter' imports 2026-05-13 00:32:03 +00:00
test_prompt_factory.py feat(guardrails/headroom): add CCR (compress-cache-retrieve) via agentic loop (#31681) 2026-06-30 19:19:34 -07:00
test_replicate.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_rerank.py refactor: refactor testing 2026-03-28 18:39:32 -07:00
test_router_llm_translation_tests.py test: test 2026-03-28 19:17:38 -07:00
test_sambanova_chat_transformation.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_skills_api.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_skills_e2e.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_snowflake.py Merge main and resolve Snowflake test conflict 2026-03-30 18:06:37 -07:00
test_text_completion.py Add inference providers support for Hugging Face (#8258) (#9738) (#9773) 2025-04-05 10:50:15 -07:00
test_text_completion_unit_tests.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_together_ai.py [Fix] TogetherAIConfig.get_supported_openai_params recursion 2026-04-16 17:20:58 -07:00
test_triton.py test: point router/completion/triton tests at the local fake OpenAI endpoint (#30900) 2026-06-20 16:20:35 -07:00
test_unit_test_bedrock_invoke.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_v0.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_vcr_classification.py test: stabilize batch VCR coverage and stop live upload/network leaks (#29477) 2026-06-02 16:11:52 -07:00
test_vcr_conftest_common_banner.py fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
test_vcr_filters.py fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay (#29229) 2026-05-28 17:12:02 -07:00
test_vcr_redis_persister.py test(vcr): stop refreshing cassette TTL on read so cassettes lapse after 24h (#29784) 2026-06-05 10:22:41 -07:00
test_voyage_ai.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_watsonx.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ws_vcr.py test(realtime): record and replay websocket traffic in redis vcr cassettes (#32390) 2026-07-08 00:19:06 -07:00
test_xai.py test(vcr): drop dead 'from respx import MockRouter' imports 2026-05-13 00:32:03 +00:00

Unit tests for individual LLM providers.

Name of the test file is the name of the LLM provider - e.g. test_openai.py is for OpenAI.

Redis-backed VCR cache

Every test in this directory is auto-decorated with @pytest.mark.vcr (via conftest.py). The first time a test runs we hit the live provider and record the HTTP exchange into Redis under litellm:vcr:cassette:<test_id>. Every subsequent run within 24h replays from Redis without touching the network. The 24h TTL means each new day's first run records again, so upstream API drift surfaces within a day.

The persister, header scrubbing, and 2xx-only filtering are defined in tests/_vcr_redis_persister.py. Files that already use respx (which patches the same httpx transport vcrpy does) are excluded from the auto-marker — see _RESPX_CONFLICTING_FILES in conftest.py.

The same VCR cache is used by other test directories that exercise live provider APIs. The reusable conftest plumbing lives in tests/_vcr_conftest_common.py and is wired into:

  • tests/llm_translation/
  • tests/llm_responses_api_testing/
  • tests/audio_tests/
  • tests/batches_tests/
  • tests/guardrails_tests/
  • tests/image_gen_tests/
  • tests/litellm_utils_tests/
  • tests/local_testing/ (covers local_testing_part1, local_testing_part2, litellm_router_testing, litellm_assistants_api_testing, langfuse_logging_unit_tests)
  • tests/logging_callback_tests/
  • tests/pass_through_unit_tests/
  • tests/router_unit_tests/
  • tests/unified_google_tests/

Test directories that run LiteLLM proxy in Docker (e.g. build_and_test, proxy_logging_guardrails_model_info_tests, proxy_store_model_in_db_tests) are intentionally not included: VCR.py patches the in-process httpx transport, so it cannot intercept the LLM calls that originate inside the Docker container.

Required environment

CASSETTE_REDIS_URL — separate Redis instance from the application Redis (REDIS_URL/REDIS_HOST) so test cassettes are not flushed by proxy tests. Provider credentials (ANTHROPIC_API_KEY, OPENAI_API_KEY, AWS_*, etc.) are needed only on cache-miss (the daily re-record), not on replay.

Flushing the cache

When you want the next run to re-record immediately instead of waiting for the 24h TTL:

make test-llm-translation-flush-vcr-cache

Disabling VCR

Skip the cache entirely (every call goes live, no recording):

LITELLM_VCR_DISABLE=1 uv run pytest tests/llm_translation/test_<file>.py