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litellm/tests/test_litellm
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Yuneng Jiang e12cbb4e13
feat(ui): configure web search interception from the Admin UI 
Web search interception could only be switched on by editing config.yaml
and restarting the proxy, so an admin had no way to turn it on, choose
which providers it covers, or pick which configured search tool runs the
searches without a redeploy.

Adds GET/PATCH /get|update/websearch_interception_settings backed by a
WebSearchInterceptionSettings model, and an Admin Settings panel that
reads and writes them. Config/database precedence comes from the existing
settings store, so a key the config file declares is still refused here.

The stored settings apply to a running proxy: the DB poll rebuilds the
WebSearchInterceptionLogger, removing the old instance before adding the
new one, because two instances with different params hash differently in
the callback dedup key and the first to short-circuit would win. A proxy
that activates interception the existing way, through
litellm_settings.callbacks with no stored params, is left untouched.
2026-09-19 11:54:57 -07:00
..
a2a_protocol fix(a2a): keep the upstream status on card discovery failures and inject the card client in tests 2026-09-16 23:55:57 +00:00
anthropic_interface/exceptions refactor(rust_bridge): give chat completions, messages and responses the ocr dispatch shape 2026-09-16 15:02:12 -07:00
batches fix(cost): keep the deployment's OCR page rate when the model has no published price 2026-09-19 01:59:39 -07:00
caching fix(budgets): page end-user cache invalidation after a budget reset 2026-09-16 12:12:18 -07:00
chat_completions route stuff through dispatch no direct main 2026-09-17 11:06:46 -07:00
completion_extras fix(responses_bridge): forward verbosity as text.verbosity 2026-09-16 23:32:32 +00:00
compression merge: main into litellm_headroom_protect_cached_prefix 2026-09-15 04:12:28 +00:00
containers test: delete assertions that pin vendor cost map facts 2026-09-18 00:28:49 +00:00
endpoints fix(speech): honor pcm response_format for Gemini TTS and reject unsupported containers 2026-08-29 16:36:34 -07:00
enterprise Merge pull request #39836 from BerriAI/litellm_lit_6975_bedrock_files_delete_list 2026-09-12 21:13:27 -07:00
expected_fine_tuning_api
expected_responses_api_request
experimental_mcp_client fix(mcp): reject missing upstream authentication credentials 2026-09-15 18:06:00 -07:00
fixtures/together_ai_sync feat(models): add daily Together AI model registry sync script and workflow 2026-08-25 13:12:06 -07:00
google_genai refactor(google_genai): pick the stream logging endpoint type at construction 2026-08-26 17:18:44 -07:00
images test(images): pin scalar-array edit params survive as repeated multipart fields 2026-08-24 12:49:54 -07:00
integrations Merge pull request #41920 from BerriAI/litellm_claude_auto_cache_providers 2026-09-19 12:54:30 -05:00
interactions refactor(interactions): remove expired use_legacy_interactions_schema shim 2026-09-17 20:14:07 +00:00
litellm_core_utils Merge pull request #41946 from BerriAI/litellm_deflake_20260919 2026-09-19 09:38:25 -07:00
llms Merge pull request #41960 from BerriAI/litellm_deepseek_off_peak_pricing 2026-09-19 06:45:46 -07:00
messages route stuff through dispatch no direct main 2026-09-17 11:06:46 -07:00
models fix(proxy): resolve temporary budget grants against the live team default instead of a snapshot 2026-09-18 02:09:09 +00:00
ocr feat(rust): add Amazon Textract to litellm.ocr and sign provider requests after host hooks 2026-09-19 09:11:52 -07:00
passthrough test(passthrough): expect absent query params 2026-09-16 17:58:50 +00:00
proxy feat(ui): configure web search interception from the Admin UI 2026-09-19 11:54:57 -07:00
rag fix(s3_vectors): embed registered-store ingests with the store's embedding model 2026-09-19 04:31:15 -07:00
realtime_api feat(vertex_ai): stream Chirp speech-to-text over /v1/realtime 2026-09-17 17:57:40 -07:00
repositories Merge remote-tracking branch 'origin/main' into litellm_lit_3269_project_spend_tracking 2026-09-18 14:22:07 -07:00
rerank_api ci(unit): fail a hung test in 120s with a traceback instead of idling the shard to its step timeout 2026-09-19 02:53:36 -07:00
responses Merge pull request #41953 from BerriAI/litellm_bridge_drop_tool_search 2026-09-19 04:42:28 -07:00
router_strategy Merge remote-tracking branch 'origin/main' into litellm_routing_groups_atomic_validation 2026-09-18 09:04:26 +00:00
router_utils Merge pull request #41062 from BerriAI/litellm_mistral_codex_reasoning_effort_client_metadata 2026-09-18 14:43:58 -07:00
rust_bridge feat(rust): add Amazon Textract to litellm.ocr and sign provider requests after host hooks 2026-09-19 09:11:52 -07:00
sandbox test: say whether a match= pattern is a regex or a literal (ruff RUF043) 2026-08-21 16:25:33 -07:00
secret_managers Merge remote-tracking branch 'origin/main' into litellm_vault_login_secret_namespace 2026-09-18 08:57:50 +00:00
skills feat(skills): semantic search over the LiteLLM-hosted skill registry (#39401) 2026-09-07 12:28:38 -07:00
test_router test(router): drop docstrings from the shared tpm regression tests 2026-09-19 01:06:50 +00:00
types fix(bedrock): merge main and thread aws_session_tags through the auth struct 2026-09-18 10:41:52 -07:00
vector_stores fix(bedrock): forward userContext in Knowledge Base Retrieve requests 2026-09-16 11:50:36 -07:00
videos test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
__init__.py
conftest.py fix(bedrock): gate Invoke tool search on the model map's supports_tool_search flag 2026-09-16 18:23:14 -07:00
log.txt
readme.md
test_a2a_registry_lookup.py fix(a2a): Entra credentials own the chat route bearer over a stored api_key or authorization header 2026-09-17 16:09:36 -07:00
test_acompletion_session_reuse_e2e.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_add_deployment_no_master_key.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_aembedding_session_reuse_e2e.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_anthropic_beta_headers_filtering.py fix(anthropic): register thinking-binding-controls-2026-08-01 in beta headers config 2026-09-15 15:34:24 +08:00
test_anthropic_skills_transformation.py
test_assert_ci_coverage.py test: add CircleCI integration contract foundation 2026-09-14 03:30:52 -07:00
test_assert_workflow_dir_hygiene.py feat(ci): assert .github/workflows holds only workflows, correctly named (#37616) 2026-08-20 21:36:26 +00:00
test_audio_transcription_rust_bridge.py refactor(rust_bridge): group route modules into packages and split ocr into main and rust 2026-09-16 20:34:51 +00:00
test_auto_merge_price_sync.py ci(auto-merge): stop requiring Greptile and Bugbot on price sync pull requests 2026-09-17 21:28:25 +00:00
test_auto_update_price_and_context_window_file.py feat(cost_map): derive source_revision from the loaded bytes instead of a _metadata stamp 2026-09-07 17:47:51 -07:00
test_azure_ad_token_credential_resolution.py test(router): cover s3_output_bucket_name surviving the trusted credential snapshot 2026-08-17 14:51:10 -07:00
test_azure_ai_grok_4_3_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_azure_ai_grok_4_6_model_metadata.py test: keep behavior tests that read the cost map for a later fixture rewrite 2026-09-18 04:52:06 +00:00
test_baseten_glm_5_3_model_metadata.py test: drop tests that pin provider-owned cost map values 2026-09-18 03:55:51 +00:00
test_batch_completion_models_all_responses.py
test_bedrock_marengo_embed_3_model_metadata.py test: drop tests that pin provider-owned cost map values 2026-09-18 03:55:51 +00:00
test_budget_ratchet_check.py fix(lint): let the ratchet guard recognise a graduated rule 2026-08-07 23:11:23 -07:00
test_chat_ui_responses_session.py
test_check_licenses.py fix(ci): retry transient PyPI license lookups 2026-08-23 09:23:35 +00:00
test_check_migrations_no_data_rewrites.py fix(migrations-check): read the table name past comments, ignore referential SET DEFAULT 2026-09-16 18:14:36 +00:00
test_check_py310_typing_imports.py fix: keep litellm importable on Python 3.10 and guard 3.11-only typing imports in CI (#39448) 2026-09-02 18:27:19 -07:00
test_check_test_quality.py feat(ci): gate patching of SDK internals in tests as TQ008 (#37787) 2026-08-22 22:54:30 -07:00
test_check_type_discipline.py perf(ci): fan the budget checkers out across cores (#37784) 2026-08-22 22:44:58 -07:00
test_circleci_path_filter.py ci: auto-merge provider-info-sync PRs when CI, Greptile and Bugbot are clean 2026-09-16 21:48:08 +00:00
test_circleci_rust_toolchain.py fix(ci): pin workflow toolchain dependencies 2026-09-02 12:16:25 -07:00
test_claude_fable_5_config.py test: keep the pinning-test removal free of unrelated reformatting 2026-09-18 04:27:28 +00:00
test_claude_opus_4_6_config.py test: keep the pinning-test removal free of unrelated reformatting 2026-09-18 04:27:28 +00:00
test_claude_opus_4_8_config.py test: keep the pinning-test removal free of unrelated reformatting 2026-09-18 04:27:28 +00:00
test_claude_opus_5_config.py test: keep the pinning-test removal free of unrelated reformatting 2026-09-18 04:27:28 +00:00
test_claude_sonnet_5_config.py test: keep the pinning-test removal free of unrelated reformatting 2026-09-18 04:27:28 +00:00
test_cloudflare_workers_ai_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_completion_timeout_resolution.py
test_component_entrypoint.py feat(proxy): share database connections across workers with an in-container pgbouncer (#39683) 2026-09-10 22:14:37 +00:00
test_compression.py
test_conftest.py test: trim the PROXY_BASE_URL fixture and regression docstrings 2026-08-19 00:56:37 -07:00
test_conftest_isolation.py test: roll back live router replay membership between tests (#36278) 2026-08-08 10:45:43 -07:00
test_constants.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_container_router.py
test_cost_calculation_log_level.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_cost_calculator.py test(cost): point dated snapshot tests at a date the cost map cannot carry 2026-09-19 08:00:12 -07:00
test_cost_map_guard.py feat(cost_map): derive source_revision from the loaded bytes instead of a _metadata stamp 2026-09-07 17:47:51 -07:00
test_count_tokens_public_api.py fix(proxy): run the remaining inline token counts off the event loop 2026-09-08 18:42:38 +00:00
test_dashscope_image_generation.py test: keep the pinning-test removal free of unrelated reformatting 2026-09-18 04:27:28 +00:00
test_daybreak_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_deepseek_model_metadata.py test: drop tests that pin provider-owned cost map values 2026-09-18 03:55:51 +00:00
test_default_branch.py ci: avoid duplicate default branch fetches 2026-09-07 15:28:01 -07:00
test_detect_changes.py perf(ci): gate the lint, MCP and dashboard jobs on the pull request's file list (#37559) 2026-08-19 18:32:21 -07:00
test_dockerfile_apk_repository.py fix(docker): add public Wolfi apk repo to runtime image (#39033) 2026-09-01 15:11:15 -07:00
test_dockerfile_bedrock_realtime_extra.py fix(bedrock): keep realtime SDK error range inside websocket close reason 2026-09-17 01:57:33 +00:00
test_dockerfile_non_root.py
test_drop_params_env_var.py fix(init): keep non-flag LITELLM_DROP_PARAMS values on with a warning 2026-09-07 22:13:23 -07:00
test_e2e_egress_sentinel.py ci(e2e): record the e2e suite weekly and replay it on weekdays with zero egress (#38163) 2026-08-24 23:49:03 -04:00
test_eager_tiktoken_load.py
test_env_key_doc_gate.py fix(ci): make the env-key doc gate see bare get_secret and get_secret_str reads (#35996) 2026-08-05 14:49:55 -07:00
test_exception_exports.py
test_exception_header_preservation.py fix(bedrock): keep x-amzn-RequestId on chat error responses (#40089) 2026-09-07 17:16:47 -07:00
test_exception_mapping_request_attribute.py
test_filter_out_litellm_params.py
test_fireworks_serverless_model_costs.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_gate_slot_lock.py ci: avoid duplicate default branch fetches 2026-09-07 15:28:01 -07:00
test_gemini_3_1_flash_lite_image_pricing.py test: drop gemini-3.1-flash-lite-image capability pins 2026-09-16 19:21:50 +00:00
test_gemini_tts_native_audio_pricing.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_get_blog_posts.py test(lint): ban blind pytest.raises(Exception) with ruff B017 (#37731) 2026-08-20 18:09:42 -07:00
test_git_hooks.py
test_gpt_5_4_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_gpt_5_5_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_gpt_image_cost_calculator.py test: drop remaining tests that pin cost-map vendor facts 2026-09-15 21:34:00 +00:00
test_gpt_realtime_mode.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_groq_streaming_encoding.py
test_guardrail_exception_status_codes.py
test_lazy_imports.py perf: defer fastapi and tiktoken BPE imports out of import litellm 2026-09-17 08:59:48 +00:00
test_lint_workflow_diff_gates.py ci(lint): gate top-level tests/e2e and litellm files in the diff-scoped lint steps 2026-09-01 22:30:46 -07:00
test_litellm_params_reserved_keys.py
test_logging.py fix(logging): stamp scrubbed records with a private sentinel a caller cannot supply 2026-09-16 17:30:49 -07:00
test_lowest_latency_zero_tokens.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_main.py Merge remote-tracking branch 'origin/main' into litellm_invalid_tool_choice_400 2026-09-19 02:35:29 -07:00
test_main_module_header.py
test_mistral_medium_3_5_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_mistral_small_4_0_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_mistral_zai_glm_5_2_model_metadata.py test: keep behavior tests that read the cost map for a later fixture rewrite 2026-09-18 04:52:06 +00:00
test_model_block_unblock.py fix(proxy): serialize model reconciles so concurrent model writes stop evicting each other (#36687) 2026-08-12 13:42:26 -07:00
test_model_cost_aliases.py
test_model_param_helper.py
test_model_prices_schema.py fix(cost): bill DeepSeek V4.1 Flash and V4 Pro at their off-peak rates outside peak hours 2026-09-19 04:31:55 -07:00
test_model_response_normalization.py
test_muse_spark_1_1_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_muse_spark_1_2_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_muse_spark_1_3_model_metadata.py test: delete assertions that pin vendor cost map facts 2026-09-18 00:28:49 +00:00
test_mutation_report.py fix(ci): stop the mutation report publishing a score it never measured (#37825) 2026-08-21 20:15:52 -07:00
test_nested_drop_params.py
test_non_chat_routes_open_llm_spans.py fix(otel): emit LLM Call spans for speech, image, moderation, ocr and transcription (#37752) 2026-08-22 11:11:21 -07:00
test_openai_embedding_encoding_format_default.py test(embeddings): move legacy intercepts to the wire for the omitted-format path 2026-08-29 12:04:44 -07:00
test_openai_service_tier_long_context_pricing.py test: delete assertions that pin vendor cost map facts 2026-09-18 00:28:49 +00:00
test_pre_commit_lint.py ci: follow the default branch in development tooling 2026-09-07 14:34:45 -07:00
test_prisma_generate_if_needed.py fix(lint): generate the prisma client into the gate-owned venv 2026-08-06 01:54:26 -07:00
test_project_alias_tracking.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_project_tags_pydantic.py test(lint): ban blind pytest.raises(Exception) with ruff B017 (#37731) 2026-08-20 18:09:42 -07:00
test_proxy_auth.py test: run the 30 test files stranded in the second mirror (#37595) 2026-08-20 10:59:43 -07:00
test_rag_openai_ingestion.py
test_rate_limit_error_unification.py fix(proxy): remove duplicate user budget hook that 429'd zero-cost models 2026-09-16 15:42:15 -07:00
test_redact_string_in_error_paths.py fix(proxy): stop leaking internal exception details to clients (#39380) 2026-09-02 17:32:00 -07:00
test_redis.py test(redis): pin ElastiCache IAM signing and TLS coercion invariants 2026-09-10 10:13:03 -04:00
test_redis_credential_provider.py test(redis): pin ElastiCache IAM signing and TLS coercion invariants 2026-09-10 10:13:03 -04:00
test_register_model_custom_pricing.py fix(cost): bill off-peak rates for deployments that set only off_peak_pricing 2026-09-01 12:14:46 -07:00
test_register_model_zero_cost_persistence.py
test_replicate_model_key_format.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_responses_api_bridge_non_stream.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_responses_id_security.py fix(proxy): authorize every Responses API id, not only the ones the proxy issued (#39548) 2026-09-11 11:47:05 -07:00
test_responses_streaming_container_ownership.py
test_retrieve_batch_bedrock_dispatch.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router.py test(router): cover the team-scoped credential deployment lookups 2026-09-19 01:05:01 -07:00
test_router_block_helpers.py
test_router_exception_redaction.py test(router): let monkeypatch own expose_router_debug_in_errors (#37848) 2026-08-22 09:02:40 -07:00
test_router_google_genai.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_model_cost_isolation.py fix(router): preserve discovered limits and model info fallbacks 2026-09-17 00:23:50 +00:00
test_router_order_fallback.py fix(router): skip the refusing deployment when retrying a non-transient error 2026-09-05 22:25:13 -07:00
test_router_per_deployment_num_retries.py refactor(router): resolve retry policy by exception MRO and add DefaultRetries 2026-09-04 16:09:01 -07:00
test_router_redis_init.py
test_router_retry_backoff_headers.py test: run the 30 test files stranded in the second mirror (#37595) 2026-08-20 10:59:43 -07:00
test_router_retry_non_retryable_errors.py fix(timing): union provider timing windows and anchor detailed pre-processing at receive time 2026-09-19 00:48:17 +00:00
test_router_retry_policy_update.py fix(proxy): persist only the router settings keys the request set 2026-09-18 14:01:05 -07:00
test_router_silent_experiment.py fix(router): snapshot shadow kwargs per target so concurrent shadows never share metadata 2026-09-16 04:31:43 +00:00
test_router_streaming_fallback_metadata.py
test_router_weighted_failover.py fix(router): skip the refusing deployment when retrying a non-transient error 2026-09-05 22:25:13 -07:00
test_ruff_strict_gate.py fix: address cross-version CI failures 2026-09-02 14:17:19 -07:00
test_sambanova_model_metadata.py test: keep behavior tests that read the cost map for a later fixture rewrite 2026-09-18 04:52:06 +00:00
test_secret_redaction.py fix(logging): scan each log record once and collapse base64 payloads before the secret regex 2026-09-12 19:17:26 -07:00
test_select_ui_test_scope.py test(ui): align workflow expectations with Vitest 4 2026-09-08 16:13:58 -07:00
test_service_logger.py
test_setup_wizard.py
test_shared_session_integration.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_ssl_verify_unit.py refactor(bedrock): remove the dead BedrockLLM invoke code path 2026-07-29 20:25:36 -07:00
test_stream_chunk_builder_annotations.py
test_stream_chunk_builder_citations.py fix(streaming): join block-list citation deltas without extra nesting 2026-08-28 13:56:07 -07:00
test_stream_chunk_builder_images.py test: run the 30 test files stranded in the second mirror (#37595) 2026-08-20 10:59:43 -07:00
test_streaming_connection_cleanup.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_sync_together_ai_models.py feat(cost_map): derive source_revision from the loaded bytes instead of a _metadata stamp 2026-09-07 17:47:51 -07:00
test_system_message_format_bug.py
test_test_quality_gate.py Merge pull request #39870 from BerriAI/litellm_lit_6917_make_check_test_tree_ruff 2026-09-07 10:55:28 -07:00
test_thinking_enabled.py test: drop restating comment and wrap long call in thinking tests 2026-08-18 19:55:22 -07:00
test_together_ai_model_metadata.py test: delete assertions that pin vendor cost map facts 2026-09-18 00:28:49 +00:00
test_type_check_gate.py fix(lint): retire the single-slot base-counts cache 2026-08-06 02:23:52 -07:00
test_type_discipline_gate.py fix(lint): pick the merge-aware base so in-progress merges are not blamed for base drift 2026-08-04 17:58:41 -07:00
test_typesafe_model_metadata.py feat(proxy): add TypeSafe Jev passthrough spend tracking 2026-09-17 15:53:19 +00:00
test_unit_shard_per_test_timeout.py test(ci): drop the structure-only assertion on the shard script; the parametrized hang test covers both invocations 2026-09-19 03:20:48 -07:00
test_utils.py Merge pull request #41975 from BerriAI/litellm_fix_azure_snapshot_fallback_test 2026-09-19 16:20:51 +00:00
test_utils_module_docstring.py
test_uuid_helper.py
test_vcr_safe_body_matcher.py
test_vertex_ai_xai_grok_prompt_caching_metadata.py test: keep behavior tests that read the cost map for a later fixture rewrite 2026-09-18 04:52:06 +00:00
test_video_generation.py test: delete assertions that pin vendor cost map facts 2026-09-18 00:28:49 +00:00
test_with_dashboard_node.py fix(bootstrap): fail fast when nvm cannot activate the pinned node 2026-08-04 21:18:58 -07:00
test_xai_grok_4_3_model_metadata.py test: keep tests that survive correct cost-map updates 2026-09-15 22:16:08 +00:00
test_xai_responses_auto_routing.py fix(xai): keep 'instructions' on the xAI Responses API so system messages survive web_search bridging 2026-09-16 01:35:13 +00:00

readme.md

Testing for litellm/

This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.

The point of this is to:

  1. Increase test coverage of litellm/
  2. Make it easy for contributors to add tests for the litellm/ package and easily run tests without needing LLM API keys.

File name conventions

  • litellm/proxy/test_caching_routes.py maps to litellm/proxy/caching_routes.py
  • test_<filename>.py maps to litellm/<filename>.py