litellm/tests
Dor Amir 7e05581f93
feat(providers): add Nadir intelligent-router provider (nadir/auto) (#33227)
* feat(dd_span_tagger): emit litellm_user_email span tag for JWT-authenticated requests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(dd_span_tagger): use dotted litellm.user_email tag for consistency

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(model_hub): surface model_info.description in model group info and Model Hub UI

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(router): aggregate model group description without in-place mutation

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(health): skip background health check DB writes when the latest-row read fails

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(providers): add Nadir intelligent-router provider (nadir/auto)

Nadir (https://getnadir.com) is an OpenAI-compatible intelligent router.
A single virtual model, nadir/auto, is classified server-side and routed to
the cheapest model that clears the quality bar. The response reports the
routed model in the model field, so LiteLLM cost tracking prices the real
underlying model.

- litellm/llms/nadir/chat/transformation.py: NadirConfig(OpenAIGPTConfig)
- register nadir across enum, provider lists, get_llm_provider, __init__,
  lazy imports, utils, get_supported_openai_params
- add https://api.getnadir.com/v1 to openai_compatible_endpoints so base_url
  only usage reverse-maps to the provider
- provider_endpoints_support.json entry (chat_completions only)
- docs page + unit tests (11 passing)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fix(nadir): scope credentials to the trusted base and validate reported cost

NADIR_API_KEY only loads for the https default base, the SDK no longer
falls back to litellm.api_key, the reported cost is validated before it
reaches the spend log, and streams price from the routed model.

---------

Co-authored-by: milan <milan@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: ryan-crabbe-berri <ryan@berri.ai>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-09-24 22:03:30 -07:00
..
_support fix(params): stop stream_chunk_size reaching provider request bodies (#42664) 2026-09-23 10:27:47 -07:00
agent_tests
audio_tests
base_sdk_tests fix(mcp): explain missing public client dependencies 2026-09-19 19:52:13 -07:00
basic_proxy_startup_tests
batches_tests
benchmarks feat(tokenizer): preserve Python defaults with opt-in Rust dispatch (#42174) 2026-09-22 04:41:11 +00:00
code_coverage_tests fix(router): match provider-prefixed fallback keys for bare model groups served by wildcard deployments (#43062) 2026-09-24 18:08:56 -07:00
documentation_tests fix(docs-test): restore line-anchored table regex in router settings check 2026-09-18 20:10:20 +00:00
e2e fix(anthropic): keep the replayed prefix byte-stable for preserved thinking on chat completions (#42630) 2026-09-24 22:01:20 -07:00
guardrails_tests Revert "Merge pull request #41220 from BerriAI/litellm_post_call_guardrail_context" 2026-09-19 17:45:15 +00:00
image_gen_tests fix(logging): pass provider response headers to callbacks on every endpoint (#42824) 2026-09-24 13:01:12 -07:00
integration fix(cost): apply a deployment's pricing override to realtime sessions (#43114) 2026-09-24 21:03:59 -07:00
litellm_utils_tests test: point CircleCI-only suites at models still in the cost map (#42617) 2026-09-22 17:28:34 -07:00
llm_responses_api_testing
llm_translation fix(logging): pass provider response headers to callbacks on every endpoint (#42824) 2026-09-24 13:01:12 -07:00
load_tests
local_testing ci: move caching, proxy-extras, gateway and enterprise tests into tests/unit and run them from litellm-tests (#42902) 2026-09-24 15:49:59 -07:00
logging_callback_tests test: point CircleCI-only suites at models still in the cost map (#42617) 2026-09-22 17:28:34 -07:00
mcp_tests ci: move provider-independent MCP tests into tests/unit and run mcp-integration from litellm-tests (#42904) 2026-09-24 23:07:48 +00:00
multi_instance_e2e_tests
ocr_tests refactor(ocr): remove the Python OCR execution path and require the Rust route (#43081) 2026-09-24 18:18:50 -07:00
openai_endpoints_tests
otel_tests test: fix stale budget-status and bad-database-url assertions 2026-09-21 15:00:54 -07:00
pass_through_tests fix(mcp): preserve legacy behavior on SDK2 and streamline verification 2026-09-18 22:28:31 -07:00
pass_through_unit_tests feat(proxy): add TinyFish Agent API passthrough with per-step billing (#41099) 2026-09-21 21:21:43 -07:00
proxy_admin_ui_tests
proxy_behavior feat(proxy): server-side Team Usage export beyond the top-N key cap (#42996) 2026-09-24 15:40:36 -05:00
proxy_e2e_anthropic_messages_tests fix(test): run the all-beta-headers bedrock cases on Claude Fable 5.1 2026-09-19 23:33:29 +00:00
proxy_migration_tests test: count a zombie grandchild as gone in the migrate deploy timeout test (#42570) 2026-09-22 14:59:26 -07:00
proxy_security_tests refactor(proxy): rename the local development override to dangerously_permit_weak_or_unset_master_key so the name says exactly what it permits 2026-09-19 18:53:14 -07:00
proxy_unit_tests ci: move tests/proxy_unit_tests to tests/unit/proxy and run the proxy-db shards from litellm-tests (#42903) 2026-09-24 22:59:11 +00:00
router_unit_tests fix(router): match provider-prefixed fallback keys for bare model groups served by wildcard deployments (#43062) 2026-09-24 18:08:56 -07:00
rust-python-harness refactor(ocr): remove the Python OCR execution path and require the Rust route (#43081) 2026-09-24 18:18:50 -07:00
search_tests
spend_tracking_tests
store_model_in_db_tests test(mcp): patch create_mcp_server_if_identifier_free in the store-model-in-db MCP tests (#42916) 2026-09-24 11:59:52 -07:00
test_litellm feat(providers): add Nadir intelligent-router provider (nadir/auto) (#33227) 2026-09-24 22:03:30 -07:00
test_litellm_rust refactor(ocr): remove the Python OCR execution path and require the Rust route (#43081) 2026-09-24 18:18:50 -07:00
unified_google_tests test(google_genai): move unified_google_tests to gemini-3.5-flash-lite (#42520) 2026-09-22 13:07:37 -07:00
unit fix(anthropic): keep the replayed prefix byte-stable for preserved thinking on chat completions (#42630) 2026-09-24 22:01:20 -07:00
vector_store_tests
windows_tests
__init__.py
_fake_openai_endpoint_server.py
_flush_vcr_cache.py
_live_test_helpers.py
_openai_record_replay_proxy.py
_process_helpers.py test: count a zombie grandchild as gone in the migrate deploy timeout test (#42570) 2026-09-22 14:59:26 -07:00
_vcr_conftest_common.py test(vcr): guard leaked cassette patches and make injected-transport embedding tests immune (#42542) 2026-09-22 14:20:18 -07:00
_vcr_redis_persister.py
_wait_helpers.py
_ws_vcr.py
AGENTS.md ci(tests): wire tests/unit into CircleCI and drain legacy unit shards green 2026-09-20 07:05:42 +00:00
capturing_transport.py test(vcr): guard leaked cassette patches and make injected-transport embedding tests immune (#42542) 2026-09-22 14:20:18 -07:00
eval_swe_bench.py
fake_openai_endpoint.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json
README.MD
test_anthropic_compaction_usage.py
test_budget_management.py
test_callbacks_on_proxy.py
test_debug_warning.py
test_default_encoding_non_root.py
test_end_users.py
test_fallbacks.py
test_gpt5_azure_temperature_support.py
test_health.py
test_keys.py fix(proxy): authorize key model aliases the same way as team aliases (#43049) 2026-09-24 19:51:02 -07:00
test_litellm_proxy_responses_config.py
test_logging.conf
test_models.py
test_new_vector_store_endpoints.py
test_openai_endpoints.py
test_organizations.py
test_otel_thread_leak.py
test_presidio_latency.py
test_proxy_server_non_root.py
test_ratelimit.py
test_resource_cleanup.py
test_rust_python_harness.py
test_service_logger_otel.py
test_spend_logs.py
test_team.py
test_team_logging.py
test_team_members.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.