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litellm/tests
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Mateo Wang ef66620223
fix(cost): preserve Anthropic server_tool_use web search usage in cost tracking (#31355) 
* fix(cost): preserve Anthropic server_tool_use web search usage in cost tracking

Anthropic /v1/messages responses report built-in web search usage under
usage.server_tool_use.web_search_requests, but the sync cost path reconstructs
an OpenAI-shape Usage that drops server_tool_use and validates the response
through AnthropicResponse, which previously stripped the field. Either path
could leave the web-search fee uncounted.

AnthropicResponseUsageBlock now allows extra fields so model_validate/model_dump
keeps server_tool_use, and the built-in tool cost tracker reads the web search
count straight off the raw Anthropic response dict when the reconstructed Usage
lacks it, synthesizing a ServerToolUse without mutating the caller's Usage.

* fix(lint): use PEP 604 unions in anthropic web search probes to satisfy strict-rule budget

* refactor(cost): move Anthropic web search response parsing into llms/anthropic

Relocate the raw /v1/messages web-search-count probe out of the shared
built-in tool cost tracker into litellm/llms/anthropic/cost_calculation.py,
next to get_cost_for_anthropic_web_search, so provider-specific response
parsing lives under llms/. The core cost tracker now delegates to
get_anthropic_web_search_requests_from_response and keeps only the generic
Usage/ServerToolUse orchestration.

* fix(cost): price Anthropic web search when only the raw response carries the count

response_object_includes_web_search_call enters the web search branch as
soon as the raw Anthropic dict reports usage.server_tool_use.web_search_requests,
but _usage_with_anthropic_web_search bailed when the caller did not also pass
a Usage object. _handle_web_search_cost then skipped the per-request anthropic
path and fell back to the flat search_context_size_medium tier, charging a
fixed fee instead of per_query x count (or zero when the count is zero).

Synthesize a Usage from the raw dict when no Usage is supplied so count-based
pricing runs uniformly regardless of how the response reaches the tracker.

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2026-06-26 20:36:56 -07:00
..
agent_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
audio_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
basic_proxy_startup_tests build: migrate packaging, CI, and Docker from Poetry to uv (#25007) 2026-04-09 11:46:23 -07:00
batches_tests fix(vertex/files): stream OpenAI->Vertex batch JSONL uploads (#31036) 2026-06-24 13:19:57 -07:00
benchmarks
code_coverage_tests fix(otel): hashable scope for _emit_once when guardrail_mode is list (#31262) 2026-06-25 11:59:35 -07:00
documentation_tests feat: add Rust OCR providers (#31272) 2026-06-25 15:12:30 -07:00
e2e test: add realtime proxy e2e suite across providers (#30960) 2026-06-26 09:36:49 -07:00
enterprise feat(prometheus): add requested_model label to spend and requests metrics (#31410) 2026-06-26 15:26:55 -07:00
guardrails_tests feat: litellm oss 110626 (#30202) 2026-06-11 22:30:26 -07:00
image_gen_tests feat(aiml): add openai/gpt-image-2 image model (#31323) 2026-06-25 16:41:43 -07:00
integration feat(sandbox): e2b code execution primitive (#30898) 2026-06-20 16:30:01 -07:00
litellm chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
litellm-proxy-extras style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
litellm_core_utils Merge branch 'litellm_internal_staging' into litellm_staging_03_22_2026 2026-04-20 19:56:00 +05:30
litellm_utils_tests feat(fireworks_ai): sync chat completions endpoint with full API surface (#30885) 2026-06-20 19:49:07 -07:00
llm_responses_api_testing test(responses): bump deprecated gemini-3-pro-preview to gemini-3.1-pro-preview (#29433) 2026-06-01 09:54:30 -07:00
llm_translation chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
load_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
local_testing Merge pull request #31420 from BerriAI/litellm_/lucid-wilson-408605 2026-06-26 12:52:26 -07:00
logging_callback_tests feat(spend): store litellm_call_id on spend logs for DB-to-trace correlation (#31344) 2026-06-25 17:45:37 -07:00
mcp_tests chore: litellm oss staging 250626 (#31305) 2026-06-25 21:00:28 -07:00
multi_instance_e2e_tests
ocr_tests test(vcr): close out the remaining VCR live-call leaks (#29603) 2026-06-03 13:46:43 -07:00
old_proxy_tests/tests fix: cleanup tests 2026-03-30 16:24:35 -07:00
openai_endpoints_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
otel_tests fix(cli): mint per-session agent credential on lite login (#31072) 2026-06-26 09:05:15 -07:00
pass_through_tests test(pass_through): harden vertex spendlog poll against transient empty reads (#30683) 2026-06-17 15:11:44 -07:00
pass_through_unit_tests test(vcr): close out the remaining VCR live-call leaks (#29603) 2026-06-03 13:46:43 -07:00
proxy_admin_ui_tests fix(guardrails): persist disable_global_guardrails on keys (#29233) 2026-05-28 21:19:04 -07:00
proxy_behavior chore: litellm oss staging (#30745) 2026-06-18 13:55:35 -07:00
proxy_e2e_anthropic_messages_tests Extend the record/replay proxy to chat, embeddings, moderations, rerank, and Anthropic (#29847) 2026-06-06 14:33:42 -07:00
proxy_migration_tests test(proxy): stop running real-DB tests in GitHub Actions unit jobs (#29700) 2026-06-04 14:56:02 -07:00
proxy_security_tests test(proxy): stop running real-DB tests in GitHub Actions unit jobs (#29700) 2026-06-04 14:56:02 -07:00
proxy_unit_tests feat(auth): resolve caller identity once into a Principal at the auth seam (#30887) 2026-06-20 18:49:41 -07:00
router_unit_tests fix(vertex/files): stream OpenAI->Vertex batch JSONL uploads (#31036) 2026-06-24 13:19:57 -07:00
scim_tests
search_tests fix(search): block server credential leak to caller-supplied api_base (#30682) 2026-06-23 13:01:21 -07:00
spend_tracking_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
store_model_in_db_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm fix(cost): preserve Anthropic server_tool_use web search usage in cost tracking (#31355) 2026-06-26 20:36:56 -07:00
unified_google_tests fix(google_genai): preserve complete SSE events in Vertex/Gemini image streaming (#30270) 2026-06-12 07:49:30 -07:00
vector_store_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
windows_tests ci: reproduce default-Windows wheel install to guard MAX_PATH (#29597) 2026-06-03 11:28:08 -07:00
__init__.py
_fake_openai_endpoint_server.py test: point router/completion/triton tests at the local fake OpenAI endpoint (#30900) 2026-06-20 16:20:35 -07:00
_flush_vcr_cache.py tests(vcr): isolate cassette redis to CASSETTE_REDIS_URL 2026-05-01 12:32:59 -07:00
_live_test_helpers.py test(vcr): close out the remaining VCR live-call leaks (#29603) 2026-06-03 13:46:43 -07:00
_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
_vcr_conftest_common.py test(vcr): close out the remaining VCR live-call leaks (#29603) 2026-06-03 13:46:43 -07:00
_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
eval_swe_bench.py Prompt Compression - add it to the proxy (#25729) 2026-04-20 15:08:00 -07:00
fake_openai_endpoint.py test: point router/completion/triton tests at the local fake OpenAI endpoint (#30900) 2026-06-20 16:20:35 -07:00
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json test: add e2e tests for spend, budgets and llms (#30869) 2026-06-24 15:01:57 -07:00
README.MD
test_anthropic_compaction_usage.py chore(oss): litellm oss staging 150626 (#30463) 2026-06-16 12:06:41 -07:00
test_budget_management.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_callbacks_on_proxy.py test(callbacks): harden flaky proxy callback-leak detector (#28195) 2026-05-18 16:39:02 -07:00
test_config.py
test_debug_warning.py
test_default_encoding_non_root.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_end_users.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_entrypoint.py
test_fallbacks.py
test_gpt5_azure_temperature_support.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_health.py fix(tests): swap dall-e to gpt-image-1 after openai deprecation 2026-05-12 16:55:18 -07:00
test_keys.py test: harden remaining pass-through CI flakes (image-gen spend poll, ruby assistants timeout) (#30685) 2026-06-17 14:35:47 -07:00
test_litellm_proxy_responses_config.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_logging.conf
test_models.py test: replace test_add_and_delete_models integration test with mock 2026-03-30 21:30:57 -07:00
test_new_vector_store_endpoints.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_openai_endpoints.py Extend the record/replay proxy to chat, embeddings, moderations, rerank, and Anthropic (#29847) 2026-06-06 14:33:42 -07:00
test_organizations.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_otel_thread_leak.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_passthrough_endpoints.py
test_presidio_latency.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_proxy_server_non_root.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ratelimit.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_resource_cleanup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_service_logger_otel.py
test_spend_logs.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_team.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_team_logging.py test: cleanup dead tests 2026-03-28 20:49:02 -07:00
test_team_members.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_users.py Fix: tag budget reset must drop stale management-cache entry (#27568) 2026-05-10 00:18:55 +00:00

README.MD

In total litellm runs 1000+ tests

[02/20/2025] Update:

To make it easier to contribute and map what behavior is tested,

we've started mapping the litellm directory in tests/test_litellm

This folder can only run mock tests.