litellm/tests
Mateo Wang bae04591b2
feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238)
* feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags

Register claude-opus-4-8 across the anthropic/bedrock/vertex/azure cost-map
entries, BEDROCK_CONVERSE_MODELS, and the setup-wizard provider list.

Prune two reasoning-effort fields from the cost map:
- Drop supports_minimal_reasoning_effort from the Claude fleet (58 entries).
  "minimal" is not a real Anthropic effort level (the API accepts only
  low/medium/high/xhigh/max), so LiteLLM degrades it to "low" regardless;
  the flag was inert and misleading on Anthropic.
- Remove tool_use_system_prompt_tokens everywhere (103 entries). It is not in
  the ModelInfo type and is read by no production code.

Update the affected config/schema tests; the reasoning-effort registry tests
now assert the Claude fleet omits supports_minimal.

* fix(anthropic): recognize output_config effort after minimal-flag prune

Pruning supports_minimal_reasoning_effort from the Claude fleet removed the
only "supports effort param" marker from 11 Opus 4.5 / mythos-preview map
entries that lack supports_output_config. _model_supports_effort_param then
returned False for them, so output_config was wrongly dropped under
drop_params=True -- regressing
test_anthropic_model_supports_effort_param_recognizes_supporting_models for
claude-opus-4-5-20251101 and the mythos preview.

- _model_supports_effort_param now treats supports_output_config as a
  sufficient signal, matching the bedrock-invoke call sites that already
  check supports_output_config OR a reasoning-effort flag. Shared map lookup
  extracted into _supports_model_capability.
- Add supports_output_config: true to the 11 Opus 4.5 / mythos entries that
  lost their only marker, restoring prior effort-forwarding behavior without
  re-adding the inert minimal flag.
2026-05-28 18:50:33 -07:00
..
agent_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -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
batches_tests feat(openai): apply regional-processing cost uplift for EU/US data residency (#28626) 2026-05-25 20:36:14 -07:00
benchmarks
code_coverage_tests bump deps (#29208) (#29226) 2026-05-28 16:48:14 -07:00
documentation_tests
enterprise feat(guardrails): wire apply_guardrail into proxy logging callbacks (#28970) 2026-05-28 09:41:02 -07:00
guardrails_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
image_gen_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
integration CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
litellm CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
litellm_core_utils
litellm_utils_tests fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
litellm-proxy-extras
llm_responses_api_testing fix(responses): use OpenAI SSEDecoder for Responses API streaming (#28566) 2026-05-22 10:03:36 -07:00
llm_translation fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay (#29229) 2026-05-28 17:12:02 -07:00
load_tests
local_testing fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
logging_callback_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
mcp_tests feat(mcp): Add tool call and tool list support via UI for Oauth mcps (#28454) 2026-05-22 09:04:04 -07:00
multi_instance_e2e_tests
ocr_tests fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
old_proxy_tests/tests
openai_endpoints_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
otel_tests feat(prometheus): add user_email and user_alias to user budget metrics (#28155) 2026-05-18 16:28:14 -07:00
pass_through_tests chore(deps): bump deps (#28528) 2026-05-22 00:42:21 +00:00
pass_through_unit_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
proxy_admin_ui_tests chore(test): remove dead old Playwright e2e suite (#28632) 2026-05-22 11:29:17 -07:00
proxy_behavior test(proxy): phase-4 payload behavior pinning for tier-2/3 key + team management endpoints (#28681) 2026-05-23 12:16:29 -07:00
proxy_e2e_anthropic_messages_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
proxy_security_tests
proxy_unit_tests chore(ci): merge dev branch (#28801) 2026-05-25 13:44:49 -07:00
router_unit_tests Litellm oss staging 1 (#28337) 2026-05-20 17:27:03 -07:00
scim_tests
search_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -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
test_litellm feat(anthropic): add Claude Opus 4.8 and prune reasoning-effort flags (#29238) 2026-05-28 18:50:33 -07:00
unified_google_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
vector_store_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
windows_tests
__init__.py
_flush_vcr_cache.py
_vcr_conftest_common.py fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay (#29229) 2026-05-28 17:12:02 -07:00
_vcr_redis_persister.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
eval_swe_bench.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD
test_budget_management.py
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
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
test_health.py
test_keys.py
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_new_vector_store_endpoints.py
test_openai_endpoints.py chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
test_organizations.py
test_otel_thread_leak.py
test_passthrough_endpoints.py
test_presidio_latency.py
test_proxy_server_non_root.py
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
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_logging.py
test_team_members.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_team.py
test_users.py

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.