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* feat(guardrails): fail open by default when Agent 365 cannot evaluate and count it in Prometheus Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * style(tests): ruff format the Prometheus fail-open registry test Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat(guardrails): add Agent 365 authority host override, fail-open integration test and per-guardrail YAML default Add `authority_host` to the Agent 365 config (also read from AGENT365_AUTHORITY_HOST, then AZURE_AUTHORITY_HOST) so sovereign clouds and the integration test can point the OBO exchange at a different Entra host. Add tests/integration/mcp/test_mcp_agent_365_guardrail.py, a real proxy test with Postgres, Redis, a scripted MCP upstream and local Entra and Agent 365 doubles covering the default fail-open, explicit fail-closed and fail-open, Defender Skipped, policy denial, persisted status and Prometheus counter. Use PrometheusLogger.get_instance for the fail-open metric lookup instead of a hand-rolled callback scan. Clarify the config description: gateway credential failures fail open, caller token failures block. Extract the dashboard YAML preview into teamGuardrailConfigYaml.ts so the effective per-guardrail default is unit tested and the "default" hint only shows when nothing was set explicitly. Regenerate the lazy OpenAPI snapshot and schema.d.ts for the new field. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(guardrails): default a scheme-less Agent 365 authority host to https and treat a null fallback as unset in the YAML preview Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(integration): audit cells for the Agent 365 fail-open default across entry points, Entra faults, throttling and two workers Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(integration): prove both Agent 365 workers serve and that a killed worker is replaced Each fresh connection reports its worker pid from /debug/memory/summary and its MCP catalog on the same connection, so the two-worker readiness wait covers both workers by identity. The kill test now kills a pid the proxy reported as a worker and waits for a replacement pid, instead of the first psutil child Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * refactor(guardrails): drop the prometheus fail-open counter from the agent 365 guardrail Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * refactor(guardrails): keep agent 365 fail closed by default and make fail_open an explicit opt-in Restores the shared unreachable_fallback default and the sibling guardrail initializers, drops the Admin UI YAML preview that only existed for the per-guardrail default, and reworks the unit and integration tests so the default blocks with HTTP 503 while unreachable_fallback: fail_open lets availability failures through as Unscanned Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * refactor(guardrails): append authority_host after the existing Agent365Guardrail parameters Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat(guardrails): agent 365 fails open by default and hides the production overrides from the UI form Agent 365 sits in the runtime path of every MCP tool call, so an Entra or Agent 365 outage now lets the call through unscanned (logged at error level, recorded as Unscanned with guardrail_failed_to_respond) instead of blocking it. unreachable_fallback: fail_closed stays as the opt-in strict mode. Policy blocks, throttling, 4xx rejections and a rejected caller token still block The shared unreachable_fallback field becomes nullable so each guardrail owns its default; every sibling still resolves None to fail_closed and typesafe keeps failing open api_base, resource_app_id and agent_id have production defaults and leave the dashboard form (ui_hidden); they stay available in config.yaml and env. The authority_host override and its env keys are gone, the OBO exchange always uses login.microsoftonline.com. The integration suite keeps only the cells that need no Entra double, the evaluation paths live in unit tests with an injected handler Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * chore(ui): regenerate openapi snapshot and schema.d.ts for the nullable unreachable_fallback Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * refactor(guardrails): fix agent 365 to the production endpoint and keep fail_closed as the default Remove api_base, resource_app_id and agent_id from the Agent 365 config model, their AGENT365_* env fallbacks and the _is_ui_hidden helper: the evaluation URL and the Agent Tools app id are fixed production constants and the agent identity is always the caller's key alias. Revert the fail_open default; unreachable_fallback: fail_open stays an explicit opt-in. Restore the shared unreachable_fallback field, the sibling guardrail initializers and typesafe to main. Move the Entra dependent cells from the subprocess integration suite to unit tests with an injected HTTP handler. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(guardrails): warn when agent 365 yaml still carries the removed override keys Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * refactor(guardrails): inject the http handler into the agent 365 initializer instead of assigning it after construction Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: yucheng <yucheng@berri.ai> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> |
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| .. | ||
| _support | ||
| agent_tests | ||
| audio_tests | ||
| base_sdk_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| benchmarks | ||
| code_coverage_tests | ||
| documentation_tests | ||
| e2e | ||
| guardrails_tests | ||
| image_gen_tests | ||
| integration | ||
| litellm_utils_tests | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| ocr_tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_behavior | ||
| proxy_e2e_anthropic_messages_tests | ||
| proxy_migration_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| rust-python-harness | ||
| search_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| test_litellm_rust | ||
| unified_google_tests | ||
| unit | ||
| 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 | ||
| _vcr_conftest_common.py | ||
| _vcr_redis_persister.py | ||
| _wait_helpers.py | ||
| _ws_vcr.py | ||
| AGENTS.md | ||
| capturing_transport.py | ||
| 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 | ||
| 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 | ||
| white_100x100.png | ||
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/unit
This folder can only run mock tests.