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* feat(bedrock guardrails): add resource-less InvokeGuardrailChecks (detect-only) mode Adopted from #30830 by OS-joaocastilho; the original PR was merged into litellm_oss_staging_230626, which never landed, so this re-lands it on litellm_internal_staging Beyond the original diff, this fold includes the review fixups that were made on the staging branch (warn on unrecognized check keys, keep empty known checks as enable-with-defaults, fail fast when the checks block has no usable keys, tz-aware datetimes, stricter typing) and adapts the block path to the ModifyResponseException contract from LIT-4186, which replaced GuardrailInterventionNormalStringError after the original PR was written * fix(bedrock guardrails): only evaluate configured checks in violation collection An unsolicited score in the InvokeGuardrailChecks response (e.g. a future API revision returning checks the user never requested) previously fell through to the default 0.5 threshold and could block a request the user only asked to scan with other checks. Violation collection now skips any check absent from the configured checks block * fix(bedrock guardrails): fail closed on truncated PII results and tighten checks-path typing Truncated sensitiveInformation results now count as a violation when the PII check is configured: Bedrock omitted detections that were never scored, so sub-threshold visible entries no longer let the request pass. Also blocks on score == threshold per the documented contract (regression test added), rejects checks combined with guardrailVersion, turns a malformed 200 body into a logged guardrail_failed_to_respond 500 instead of a raw ValidationError, types the checks parameter and violations (BedrockChecksConfigModel, BedrockChecksViolation) instead of dict/object, types _sign_and_post against AWSPreparedRequest, hoists stdlib imports, and builds checks messages without intermediate mutation * fix(bedrock guardrails): tag all InvokeGuardrailChecks INPUT content as user Bedrock excludes system content from prompt-attack evaluation (per the AWS guardrails docs), so mapping a caller-supplied system/developer message onto the system role let a caller hide a prompt injection from the promptAttack check by self-labeling its role. At the proxy every INPUT message is caller-controlled, so all of it is now tagged as untrusted user input, which also matches AWS guidance to tag untrusted content as user input. OUTPUT stays assistant. Removes the now-unused role map; the input-message test asserts the new tagging as a regression * fix(bedrock guardrails): pass prepared request headers to httpx without dict coercion httpx accepts botocore's HTTPHeaders mapping directly, and wrapping it in dict() broke the existing test_bedrock_guardrail_make_api_request_passes_api_key which supplies a bare Mock as the prepared request (dict(Mock) calls Mock.keys()) --------- Co-authored-by: OS-joaocastilho <144790013+OS-joaocastilho@users.noreply.github.com> |
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| .. | ||
| agent_tests | ||
| audio_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_config.py | ||
| test_debug_warning.py | ||
| test_default_encoding_non_root.py | ||
| test_end_users.py | ||
| test_entrypoint.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_passthrough_endpoints.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.