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* fix(anthropic): strip uniqueItems + other unsupported array/object constraints from output_format schema Anthropic's structured outputs (`output_format`) validate the JSON schema against a strict subset and reject cross-element / count constraints that a constrained-decoding grammar cannot enforce, returning a 400 `invalid_request_error`. `filter_anthropic_output_schema` already stripped the numeric / string / item-count constraints (minimum, maximum, exclusiveMinimum/Maximum, minLength, maxLength, minItems, maxItems) but still let these through: - uniqueItems - contains / minContains / maxContains - minProperties / maxProperties so a request using them fails with e.g. "output_format.schema: For 'array' type, property 'uniqueItems' is not supported". This is provider-visible: newer Claude models on the native `output_format` path (e.g. `azure_ai`) 400, while `vertex_ai` is unaffected because it is forced onto the permissive tool-use path (#18625 / #19201). Add the missing keywords to the unsupported-field set and the description map, and skip the advisory description note for a disabled boolean constraint (`uniqueItems: false`) so it isn't misdescribed as required. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * fix(anthropic): serialize contains sub-schema in output_format advisory note Address Greptile review: the `contains` advisory note previously discarded the sub-schema, so the description only said an item must match "a schema" without saying which. It now serializes the sub-schema as JSON (e.g. "array must contain an item matching: {\"type\": \"integer\", \"const\": 1}"), matching the other stripped constraints which carry their value. Sub-schema (dict/list) values are json.dumps'd; scalar constraints are unchanged. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * style(anthropic): apply ruff format to output_format filter change Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * style(test): ruff format anthropic schema filter tests Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * test(anthropic): cover output_format array/object constraint filtering in test_litellm tree Mirrors the schema-filter tests under tests/test_litellm/ so the coverage job exercises the new uniqueItems/contains/min-maxProperties handling and the uniqueItems: false branch. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.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.