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* fix(guardrails): return the full PANW AIRS scan response on blocked requests The blocked-request error detail was assembled from a hardcoded allowlist, so audit fields like prompt_detection_details, prompt_masked_data, source, transaction_id and session_id never reached the client even though AIRS returned them. Resolves LIT-5638 Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * style(guardrails): drop redundant comment in AIRS error detail Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(panw_prisma_airs): withhold response_masked_data from the blocked-response error The full AIRS passthrough also reached the response-side block path, where response_masked_data carries the model's own generation. That branch is only reached when mask_response_content is False, so the operator had explicitly declined to deliver that text, and the error body handed it back anyway. Withhold response_masked_data from the client-visible detail. prompt_masked_data stays: it is the caller's own input and one of the fields the ticket asks for. Every other AIRS field, including prompt_detection_details, source, transaction_id and session_id, is unchanged. * fix(panw_prisma_airs): withhold generated tool args from response-side blocks _scan_tool_calls_for_guardrail calls AIRS with is_response=False because tool_event is request-side in the AIRS schema, so AIRS returns the scanned tool arguments under prompt_masked_data. When the tool calls being scanned are the model's own output, that key holds generated content, and the _CLIENT_HIDDEN_SCAN_FIELDS default (response_masked_data, empty on this path) does not cover it. With the default mask_response_content=False the block branch then shipped the model's masked tool arguments in the 400 -- the same content channel this PR closed for response_masked_data. _build_error_detail takes an extra_hidden_fields argument so the withholding stays in one place, and the tool-call block branch passes prompt_masked_data when is_response is True. Request-side blocks are unchanged and still carry prompt_masked_data, which is what LIT-5638 asks for. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * style(panw_prisma_airs): apply ruff format Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Co-authored-by: Yucheng Zhu <yucheng@berri.ai> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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| .. | ||
| agent_tests | ||
| audio_tests | ||
| base_sdk_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| benchmarks | ||
| code_coverage_tests | ||
| documentation_tests | ||
| e2e | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| integration | ||
| litellm | ||
| litellm-proxy-extras | ||
| litellm_core_utils | ||
| litellm_utils_tests | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| ocr_tests | ||
| old_proxy_tests/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 | ||
| scim_tests | ||
| search_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| unified_google_tests | ||
| 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 | ||
| _vcr_conftest_common.py | ||
| _vcr_redis_persister.py | ||
| _ws_vcr.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_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.