litellm/tests/test_litellm
Krrish Dholakia b96460608d
feat(router): resolve auto-router routing plugins from proxy YAML config (#33251)
* feat(router): resolve auto-router routing plugins from proxy YAML config

Router(plugins=[...]) was Python-SDK constructor only, so proxy/YAML users
had no way to configure it, and the merged pipeline narrowed candidates
from the outer model alias rather than the auto-router's actual tier pool,
making it a no-op for auto_router deployments.

Add complexity_router_config.plugins (dotted-path strings resolved via
get_instance_fn, the same convention litellm_settings.callbacks uses) and
run the resolved plugins against ComplexityRouter's tier pool at every
model-pick site, so a policy plugin narrows what get_model_for_tier
actually returns instead of the outer alias list. adaptive=True with
plugins set now raises at config validation instead of silently ignoring
the plugins, since the bandit selector doesn't consume narrowed pools yet.

Also fixes a latent bug in Router._generate_model_id: it json.dumps every
litellm_params dict value to build a deployment hash id, which crashed
once a live plugin object could land inside complexity_router_config.

* fix(router): use stable class name, not object repr, in model-id json fallback

json.dumps(v, default=str) on a litellm_params dict containing a live
RoutingPlugin instance fell back to object.__repr__'s default
<module.Class object at 0x...>, embedding the instance's memory address.
_generate_model_id's hash (and therefore the deployment id) changed on
every process restart/hot-reload for any deployment with
complexity_router_config.plugins configured, defeating the function's own
"consistently generate the same id" contract and orphaning anything keyed
on that id across restarts (e.g. Redis-backed per-deployment state).

Use the plugin's fully-qualified class name instead, which is stable
across restarts.

* test(router): cover _json_default_stable_id for router_code_coverage gate

router_code_coverage.py's AST scanner requires every router.py function be
called by name somewhere in tests/, and flagged the new
_json_default_stable_id helper from the previous commit.

* fix(router): close two routing-plugin policy-bypass gaps flagged by Veria AI

Session-affinity pin shortcut: async_pre_routing_hook returned a session's
first-turn pinned model on every later turn without ever re-running it
through the plugin pipeline, so a policy plugin (e.g. a budget cap crossed
mid-session) was only enforced on turn one. Now the pin shortcut is
disabled whenever plugins are configured, so every turn re-runs
_classify_and_route (and therefore the plugins).

Plugin resolution validation: get_instance_fn accepts any dotted path and
returns whatever object it finds there, so a misconfigured
complexity_router_config.plugins entry passed proxy startup silently and
only surfaced as a confusing AttributeError on the first request that
reached the plugin pipeline. Extracted the resolution logic into
resolve_complexity_router_plugins() and added an isinstance(...,
RoutingPlugin) check that fails proxy startup immediately with a clear
error instead.

* fix(router): raise instead of falling back to default_model on empty plugin-narrowed tier

default_model was never checked against the configured plugins, so it
functioned as an unconditional escape hatch around whatever policy a
plugin enforces -- a tenant/budget plugin narrowing a tier to zero
candidates could still be bypassed by the fallback. Drop the fallback
entirely for this path; a plugin narrowing to zero is a policy decision,
not something to route around, matching the fail-closed behavior the
Router-level plugin pipeline already uses for the same situation.

Flagged by Veria AI on PR #33251.

* style: ruff format complexity_router.py

* style(proxy): use modern str | None instead of Optional[str] in resolve_complexity_router_plugins

* fix(router): stop default_model short-circuit from skipping plugins on no-user-message path

self.config.default_model or await self._pick_model_for_tier(...) -- Python's
`or` short-circuits on a truthy default_model, so _pick_model_for_tier (and
therefore the plugin pipeline) never ran at all for the no-user-message path
whenever default_model was configured. A tenant/budget plugin's decision was
silently bypassable this way even after the other two policy-bypass fixes,
since this call site had a different shape from the other three pick sites.

Removed the short-circuit; falls through to _pick_model_for_tier ->
get_model_for_tier, which already checks the MEDIUM tier before default_model
-- the same priority every other call site uses.

Flagged by Veria AI on PR #33251.

* fix(router): address Greptile findings on the plugin-bypass fixes

Preserve default_model-first priority in the no-user-message path when no
plugins are configured, instead of unconditionally flipping to the MEDIUM
tier -- the plugin-bypass fix must not silently change model selection for
the (much larger) population of users who don't use plugins at all. Gated
on self.config.plugins, matching the pattern already used elsewhere in
this PR, per CLAUDE.md's guidance against backwards-compat flags when a
plain conditional does the job.

Also close a gap in the plugin validation added earlier:
@runtime_checkable only checks that `run` exists as an attribute, not that
it's a coroutine function, so a synchronous `def run(self, context)`
passed isinstance(resolved_plugin, RoutingPlugin) at startup and only
failed at request time with a confusing TypeError. Added an
inspect.iscoroutinefunction check.

Both flagged by Greptile on PR #33251.
2026-07-14 21:27:14 -07:00
..
a2a_protocol fix(responses): stop scheduling sync success_handler concurrently with async_success_handler (#32239) 2026-07-07 09:13:50 -07:00
anthropic_interface/exceptions style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
batches feat(batches): track cost for unmanaged Bedrock batches, generalize the flag (#32315) 2026-07-13 10:33:13 +05:30
caching fix(caching): pass only metadata to valkey semantic async embedding (#32295) 2026-07-07 08:52:03 +03:00
completion_extras chore(oss): litellm oss staging 150626 (#30463) 2026-06-16 12:06:41 -07:00
containers fix(containers): record ownership for service-account keys + fix Prisma Json serialization (#28990) 2026-05-27 21:00:07 -07:00
enterprise refactor(ui): point invitation links at the dedicated /onboarding route (#30857) 2026-07-08 19:47:05 -07:00
expected_fine_tuning_api refactor: refactor testing 2026-03-28 18:39:32 -07:00
expected_responses_api_request test(responses): replace perma-skip azure shell e2e with offline coverage (#32444) 2026-07-08 10:01:41 -07:00
experimental_mcp_client feat(mcp): relay upstream 401 on client-forwarded pass-through tool calls 2026-07-10 10:09:31 -07:00
google_genai chore: litellm oss staging 250626 (#31305) 2026-06-25 21:00:28 -07:00
images fix(image_edit): read vertex_project/location from litellm_params in Imagen get_complete_url 2026-04-21 15:03:40 +05:30
integrations Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_websearch_responses_interception 2026-07-15 00:53:57 +00:00
interactions fix(responses): stop scheduling sync success_handler concurrently with async_success_handler (#32239) 2026-07-07 09:13:50 -07:00
litellm_core_utils feat(pricing): add gemini-omni-flash-preview with video output token pricing 2026-07-14 14:04:51 -07:00
llms fix(anthropic-adapter): drop empty content_block_delta events 2026-07-14 18:16:20 -07:00
models feat(litellm): add models and repository layers (#29686) 2026-06-06 20:59:33 -07:00
ocr test: litellm fix failing tests (#32577) 2026-07-09 13:54:45 -07:00
passthrough fix(passthrough): stream non-sse passthrough responses instead of buffering in memory (#32386) 2026-07-07 20:51:15 -07:00
proxy feat(router): resolve auto-router routing plugins from proxy YAML config (#33251) 2026-07-14 21:27:14 -07:00
realtime_api fix(realtime): preserve nested transcription model and session-first model priority 2026-07-03 14:21:22 -07:00
repositories fix(proxy): count only active users toward license seat limit (#31227) 2026-06-29 18:01:02 -07:00
rerank_api fix(rerank): log optional_rerank_params at debug to stop leaking request content (#32533) 2026-07-08 18:48:03 -07:00
responses fix(responses): continue MCP gateway tool turns from the final response and surface failures 2026-07-13 11:33:02 +10:00
router_strategy feat(router): resolve auto-router routing plugins from proxy YAML config (#33251) 2026-07-14 21:27:14 -07:00
router_utils feat(router): add separate ITPM/OTPM deployment rate limits (#31952) 2026-07-05 21:58:35 +05:30
sandbox feat: add opensandbox sandbox provider (#31024) 2026-06-23 09:05:13 -07:00
secret_managers fix(proxy): harden secret name validation for external secret manager integrations (LIT-4201) (#32092) 2026-07-08 10:36:00 -07:00
test_router feat(router): add separate ITPM/OTPM deployment rate limits (#31952) 2026-07-05 21:58:35 +05:30
types fix(anthropic): drop unsignable thinking blocks and allow null signature in logging (LIT-4007) (#31654) 2026-06-29 21:01:03 -07:00
vector_stores style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
videos test(videos): add 1:1 test file scaffold for videos component paths (#30631) 2026-06-29 09:12:51 +05:30
__init__.py
conftest.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
log.txt
readme.md
test__types.py Litellm OSS Staging 010626 (#29422) 2026-06-01 21:42:51 -07:00
test_a2a_registry_lookup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_acompletion_session_reuse_e2e.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_add_deployment_no_master_key.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_aembedding_session_reuse_e2e.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_anthropic_beta_headers_filtering.py chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
test_anthropic_skills_transformation.py fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
test_anthropic_sonnet_1hr_cache_pricing.py chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
test_azure_ad_token_credential_resolution.py chore(oss): litellm oss staging 150626 (#30463) 2026-06-16 12:06:41 -07:00
test_azure_video_router.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_batch_completion_models_all_responses.py test(batches): move orphan tests into tests/test_litellm for CI coverage (#30510) 2026-06-16 10:20:59 -07:00
test_bedrock_anthropic_1hr_cache_pricing.py Litellm oss staging 030626 (#29578) 2026-06-03 11:01:51 -07:00
test_bedrock_usgov_haiku_1hr_cache.py Litellm OSS Staging 010626 (#29422) 2026-06-01 21:42:51 -07:00
test_bedrock_usgov_pricing.py Litellm OSS Staging 010626 (#29422) 2026-06-01 21:42:51 -07:00
test_budget_ratchet_check.py refactor(lint): collapse type/lint budgets to a single per-rule limit (#31883) 2026-07-01 18:12:35 +03:00
test_chat_ui_responses_session.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_check_licenses.py fix(check_licenses): read PEP 639 license-expression metadata (#28529) 2026-05-22 11:22:38 -07:00
test_check_type_discipline.py chore(lint): zero out crash-class pyright rules and ban new type: ignore comments (#32152) 2026-07-04 16:56:12 -07:00
test_circleci_path_filter.py ci: gate CircleCI jobs on changed paths (#32080) 2026-07-04 19:15:08 -07:00
test_claude_fable_5_config.py fix(anthropic): thread real provider through capability probes instead of pinning anthropic 2026-07-11 12:15:59 -07:00
test_claude_haiku_4_5_config.py feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238) 2026-05-28 18:50:33 -07:00
test_claude_opus_4_6_config.py feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238) 2026-05-28 18:50:33 -07:00
test_claude_opus_4_8_config.py fix(anthropic): use native output capability (#33235) 2026-07-14 14:23:49 -07:00
test_claude_sonnet_4_6_config.py feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238) 2026-05-28 18:50:33 -07:00
test_claude_sonnet_5_config.py fix(model_prices): apply claude-sonnet-5 introductory pricing through 2026-08-31 (#31917) 2026-07-01 17:45:57 -07:00
test_cloudflare_workers_ai_model_metadata.py feat(cloudflare): add current Workers AI text-generation models to the cost map (#31051) 2026-06-23 10:44:37 -07:00
test_command_r7b_pricing.py chore: litellm oss 170626 (#30637) 2026-06-17 21:11:12 -07:00
test_completion_timeout_resolution.py fix(router): honor litellm_settings.request_timeout as an independent per-attempt timeout (#31119) 2026-06-23 14:22:54 -07:00
test_compression.py Prompt Compression - add it to the proxy (#25729) 2026-04-20 15:08:00 -07:00
test_constants.py Fix test 2026-03-27 21:21:43 +05:30
test_container_router.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_cost_calculation_log_level.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_cost_calculator.py fix(proxy): bill tier-only deployments instead of $0 2026-07-11 13:47:56 -07:00
test_count_tokens_public_api.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_dashscope_image_generation.py fix(dashscope): fail fast on image generation API errors 2026-04-23 18:41:01 +05:30
test_deepseek_model_metadata.py Revert "Merge pull request #16590 from Chesars/refactor/remove-backup-file-dry-principle" 2026-04-25 17:10:41 -03:00
test_dockerfile_non_root.py fix(docker.non_root): use numeric UID 65534 for K8s runAsNonRoot (#26268) 2026-04-22 18:00:04 -07:00
test_eager_tiktoken_load.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_exception_exports.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_exception_header_preservation.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_exception_mapping_request_attribute.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_filter_out_litellm_params.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_get_blog_posts.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_git_hooks.py chore(hooks): enforce Conventional Commits and Conventional Branches (#30174) 2026-06-11 10:00:23 -07:00
test_github_close_low_quality_prs.py feat(agent-shin): automated PR/issue triage, low-quality auto-close, and review-gate label lifecycle (#30433) 2026-06-17 20:42:27 -07:00
test_github_review_gate.py feat(agent-shin): automated PR/issue triage, low-quality auto-close, and review-gate label lifecycle (#30433) 2026-06-17 20:42:27 -07:00
test_github_triage_with_llm.py feat(agent-shin): automated PR/issue triage, low-quality auto-close, and review-gate label lifecycle (#30433) 2026-06-17 20:42:27 -07:00
test_github_triage_workflows.py fix(test): drop references to removed Agent Shin workflows (#30791) 2026-06-18 15:47:51 -07:00
test_gpt_5_5_model_metadata.py chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
test_gpt_5_6_model_metadata.py test(models): assert capability fields on regional Azure gpt-5.6 entries (#32875) 2026-07-10 21:10:36 -07:00
test_gpt_image_cost_calculator.py chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
test_groq_streaming_encoding.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_guardrail_exception_status_codes.py Litellm oss staging (#28161) 2026-05-18 16:27:44 -07:00
test_lazy_imports.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm_params_reserved_keys.py fix(snowflake): transform tool_choice string to object format (#23268) 2026-03-11 01:41:24 +05:30
test_logging.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_lowest_latency_zero_tokens.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_main.py test(main): assert the responses bridge forwards static aws keys as well as web identity params 2026-07-11 16:47:00 -07:00
test_main_module_header.py Add main module header comment 2026-05-06 00:26:17 +00:00
test_mistral_medium_3_5_model_metadata.py fix(cost-map): retarget mistral-medium-latest to Medium 3.5 and add date-pinned aliases (#31373) 2026-06-25 18:27:18 -07:00
test_model_block_unblock.py feat: litellm oss 110626 (#30202) 2026-06-11 22:30:26 -07:00
test_model_cost_aliases.py [Feat] - Ishaan main merge branch (#23596) 2026-03-14 09:40:00 -07:00
test_model_param_helper.py style: black format test_model_param_helper.py 2026-04-15 18:18:52 -07:00
test_model_response_normalization.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_muse_spark_1_1_model_metadata.py feat: add Meta Model API provider and muse-spark-1.1 (day-0) (#32701) 2026-07-09 20:45:27 -07:00
test_nested_drop_params.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_openai_embedding_encoding_format_default.py fix(embeddings): allow omitting encoding_format via env sentinel none 2026-05-01 23:03:13 +05:30
test_prisma_generate_if_needed.py perf(lint): skip and cache base gate passes, parallelize make lint, skip redundant prisma generate (#32000) 2026-07-02 19:24:00 -07:00
test_project_alias_tracking.py feat(proxy): add project_alias tracking through callback metadata pipeline 2026-03-23 10:44:17 -07:00
test_project_tags_pydantic.py fix: req changes 2026-02-27 13:33:34 +05:30
test_rag_openai_ingestion.py chore: litellm oss staging (#30745) 2026-06-18 13:55:35 -07:00
test_rate_limit_error_unification.py feat: standardize rate limit errors with category, rate_limit_type, model, and llm_provider fields (#27687) 2026-06-06 17:50:29 -07:00
test_redact_string_in_error_paths.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_redis.py fix(redis): only use SSLConnection when ssl is truthy in connection pool kwargs (#32825) 2026-07-10 17:16:10 -07:00
test_register_model_custom_pricing.py fix(utils): resolve bedrock regional inference profiles to regional pricing in get_model_info (LIT-4056) (#32389) 2026-07-07 20:49:03 -07:00
test_register_model_zero_cost_persistence.py chore(oss): litellm oss staging 150626 (#30463) 2026-06-16 12:06:41 -07:00
test_responses_api_bridge_non_stream.py fix(responses): preserve reasoning_tokens through chat->responses usage translation (#32837) 2026-07-10 20:15:49 -07:00
test_responses_id_security.py fix(responses_id_security): decrypt response ids for input_items follow-ups (#32269) 2026-07-06 14:03:15 -07:00
test_responses_streaming_container_ownership.py chore(oss): litellm oss staging 150626 (#30463) 2026-06-16 12:06:41 -07:00
test_retrieve_batch_bedrock_dispatch.py feat(batch-job): bedrock batch model invocation job retrieval (#26834) 2026-05-11 13:22:26 -07:00
test_router.py chore(router): simplify unknown-model error message construction 2026-06-28 21:13:19 +00:00
test_router_block_helpers.py feat: litellm oss 110626 (#30202) 2026-06-11 22:30:26 -07:00
test_router_exception_redaction.py fix(router): mask provider credentials embedded in fallback error messages (#32083) 2026-07-03 18:48:06 -07:00
test_router_google_genai.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_router_model_cost_isolation.py fix(main): stop per-request custom pricing from clobbering shared model_cost pricing (#32163) 2026-07-07 10:25:31 -07:00
test_router_order_fallback.py chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
test_router_per_deployment_num_retries.py fix(router): guard num_retries=None in async_function_with_retries (#30036) 2026-06-23 10:16:15 -07:00
test_router_redis_init.py
test_router_retry_non_retryable_errors.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_router_retry_policy_update.py fix(proxy): tighten role gating on /get/config/callbacks response (#31745) 2026-07-01 17:58:31 -07:00
test_router_silent_experiment.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_router_streaming_fallback_metadata.py chore: litellm oss staging (#30968) 2026-06-23 07:31:44 -07:00
test_router_weighted_failover.py feat: add weighted-routing failover (#27980) 2026-05-15 17:28:54 +00:00
test_ruff_strict_gate.py perf(lint): skip and cache base gate passes, parallelize make lint, skip redundant prisma generate (#32000) 2026-07-02 19:24:00 -07:00
test_secret_redaction.py Litellm oss staging (#29492) 2026-06-02 08:48:10 -07:00
test_service_logger.py fix: missing span for guardrail passthrough (#29552) 2026-06-03 01:25:15 +00:00
test_setup_wizard.py test: test 2026-03-28 19:17:38 -07:00
test_shared_session_integration.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ssl_verify_unit.py Litellm OSS Staging (#29161) 2026-06-01 21:22:35 -07:00
test_stream_chunk_builder_annotations.py fix: merge annotations from all streaming chunks in stream_chunk_builder 2026-03-15 14:20:45 +05:30
test_streaming_connection_cleanup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_system_message_format_bug.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_thinking_enabled.py Litellm oss staging 250526 (#28770) 2026-05-26 11:57:39 -07:00
test_triage_rollout_heads_up.py feat(agent-shin): automated PR/issue triage, low-quality auto-close, and review-gate label lifecycle (#30433) 2026-06-17 20:42:27 -07:00
test_type_check_gate.py perf(lint): skip and cache base gate passes, parallelize make lint, skip redundant prisma generate (#32000) 2026-07-02 19:24:00 -07:00
test_type_discipline_gate.py refactor(lint): collapse type/lint budgets to a single per-rule limit (#31883) 2026-07-01 18:12:35 +03:00
test_utils.py feat(pricing): add gemini-omni-flash-preview with video output token pricing 2026-07-14 14:04:51 -07:00
test_utils_module_docstring.py Add utils module docstring 2026-05-06 00:42:49 +00:00
test_uuid_helper.py
test_vcr_safe_body_matcher.py test: stabilize batch VCR coverage and stop live upload/network leaks (#29477) 2026-06-02 16:11:52 -07:00
test_video_generation.py fix(vertex-ai): use DB credentials in video handlers + implement Veo video edit (#29098) 2026-05-28 11:45:41 -07:00
test_xai_grok_4_3_model_metadata.py feat(xai): add grok-4.3 and grok-4.3-latest to model_prices_and_conte… (#27154) 2026-05-07 09:06:56 -07:00
test_xai_responses_auto_routing.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00

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