litellm/tests
Ishaan Jaff d17bf84f84
feat: EU AI Act Article 5 policy template for prohibited practices detection (#21342)
* Add 6 new EU PII patterns for GDPR compliance

- fr_nir: French Social Security Number (NIR/INSEE) with validation
- eu_iban_enhanced: Enhanced IBAN detection with specific format
- fr_phone: French phone numbers (+33, 0033, 0 formats)
- eu_vat: EU VAT identification numbers (all 27 member states)
- eu_passport_generic: Generic EU passport format
- fr_postal_code: French postal codes with contextual keywords

* Add GDPR Art. 32 EU PII Protection policy template

- Comprehensive GDPR Article 32 compliance policy
- 4 guardrail groups: National IDs, Financial, Contact Info, Business IDs
- Masks French NIR/INSEE, EU IBANs, French phones, EU VAT numbers
- Includes EU passport numbers and email addresses
- Medium complexity template with indigo icon

* Add comprehensive tests for EU PII patterns

- Test French NIR validation (sex digit, month range)
- Test enhanced IBAN detection (French, German)
- Test French phone number formats
- Test EU VAT numbers
- Test generic EU passport format
- Test French postal code pattern

* Add EU pattern loading and category validation tests

- Verify all 6 EU PII patterns are loaded correctly
- Verify patterns are categorized as 'EU PII Patterns'
- Ensure pattern loading consistency

* Add end-to-end tests for GDPR policy template

- 4 tests for PII that should be masked (NIR, IBAN, phone, VAT)
- 4 tests for text that should pass through (invalid patterns, no PII)
- 1 bonus test for multiple PII types in same message
- All tests verify correct masking behavior

* Add region field to policy templates

- Added region field to all 6 templates (EU, AU, Global)
- Updated both main and backup JSON files
- Enables region-based filtering in UI

* Add region filter to policy templates UI

- Added Radio.Group filter for regions (All, AU, EU, Global)
- Efficient filtering with useMemo hooks
- Clean button-based UI matching existing design
- Defaults missing regions to Global

* feat: add EU AI Act Article 5 policy template

Add policy template for detecting EU AI Act Article 5 prohibited practices using conditional keyword matching.

Coverage:
- Article 5.1.c: Social scoring systems
- Article 5.1.f: Emotion recognition in workplace/education
- Article 5.1.h: Biometric categorization of protected characteristics
- Article 5.1.a: Harmful manipulation techniques
- Article 5.1.b: Vulnerability exploitation

Implementation:
- Uses proven conditional matching pattern (identifier + block words)
- 10 always-block keywords for explicit violations
- 8 exceptions for research/compliance/entertainment
- Zero cost (<5ms), no external APIs, 100% private

* feat: add EU AI Act guardrail config example

Example configuration showing how to enable EU AI Act Article 5 guardrail.

* test: add 40 test cases for EU AI Act Article 5

Comprehensive test coverage:
- 10 always-block keywords (explicit violations)
- 15 conditional matches (identifier + block word)
- 8 exceptions (research, compliance, entertainment)
- 7 no-match cases (legitimate uses)

Tests validate correct blocking/allowing behavior for Article 5 prohibited practices.

* Fix: support standalone conditional matching without inherit_from

- Updated loading logic to activate conditional matching when either:
  1. identifier_words + inherit_from (existing pattern)
  2. identifier_words + additional_block_words (new standalone pattern)
- Modified _load_conditional_category to handle standalone templates
- EU AI Act template now works properly without inherit_from
- All 45 tests passing

Fixes Greptile feedback: conditional matching now activates for templates
that define additional_block_words without requiring inherit_from

* fix: address Greptile code review feedback (2/5 score)

- patterns.json: add keyword_pattern to eu_vat and eu_passport_generic
- patterns.json: fix fr_phone pattern with leading word boundary
- patterns.json: fix eu_iban_enhanced regex efficiency
- policy_templates.json: remove country-specific passport patterns from GDPR template
- policy_templates_backup.json: sync with main templates file
- test_gdpr_policy_e2e.py: update test setup and fix VAT test text

All tests now pass. Keyword guards prevent false positives.

* Fix: address Greptile pattern feedback

- Fix fr_phone: use negative lookbehind (?<!\d) to prevent false matches in digit strings
- Add keyword_pattern to eu_passport_generic to reduce false positives
- Add keyword_pattern to eu_vat for contextual matching

All pattern tests passing

* Update litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/patterns.json

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

---------

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
2026-02-16 15:33:07 -08:00
..
agent_tests [Fix] A2a Agent Gateway Fixes - A2A agents deployed with localhost/internal URLs in their agent cards (e.g., http://0.0.0.0:8001/) (#20604) 2026-02-06 15:02:34 -08:00
audio_tests [Feat] New provider TTS - Add AWS polly API for TTS (#18326) 2025-12-22 18:19:34 +05:30
basic_proxy_startup_tests Fix: remove merge markdown (#17586) 2025-12-06 05:38:16 -08:00
batches_tests fix: thread deployment model_info through batch cost calculation 2026-02-15 14:53:30 -05:00
code_coverage_tests IGNORE_FUNCTIONS 2026-02-14 12:59:15 -08:00
documentation_tests fix: test_env_keys 2026-01-20 18:37:56 +05:30
enterprise removed /models and v1/models from llm api routes (#20988) 2026-02-13 18:32:41 +05:30
guardrails_tests feat: EU AI Act Article 5 policy template for prohibited practices detection (#21342) 2026-02-16 15:33:07 -08:00
image_gen_tests [Release - 02/10/2026] v1.81.10-nightly 2026-02-10 16:26:30 -08:00
litellm fix(anthropic): filter unsupported JSON schema constraints for structured outputs (#20813) 2026-02-14 09:07:40 -08:00
litellm-proxy-extras fix: resolve 'does not exist' migration errors as applied in setup_database (#19281) 2026-01-26 22:11:36 -08:00
litellm_core_utils Fix: empty assistant message for converse API 2026-02-04 09:50:58 +05:30
litellm_utils_tests feat: hashicorp vault rotate support 2026-01-23 17:32:55 +09:00
llm_responses_api_testing test_responses_api_shell_tool_streaming_sees_shell_output 2026-02-14 12:55:44 -08:00
llm_translation test_openai_codex_stream 2026-02-14 12:28:18 -08:00
load_tests Add memory leak detection tests with CI integration (#18881) 2026-01-09 17:36:10 -08:00
local_testing test_partner_models_httpx_streaming 2026-02-14 12:41:35 -08:00
logging_callback_tests fix(logging): avoid shared callback list references (#20984) 2026-02-13 18:32:41 +05:30
mcp_tests fix: import LiteLLM_ObjectPermissionTable from _types instead of proxy_server 2026-02-13 14:46:03 -03:00
multi_instance_e2e_tests fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
ocr_tests OCR test fixes 2026-01-11 08:00:31 -08:00
old_proxy_tests/tests remove prompt caching headers as the support has been removed 2026-01-02 11:08:35 +05:30
openai_endpoints_tests Fix: Managed Batches: Inconsistent State Management for list and cancel batches 2026-02-03 14:47:28 +05:30
otel_tests test fix 2026-01-31 19:08:07 -08:00
pass_through_tests test_anthropic_messages_to_wildcard_model 2026-01-07 15:03:06 +05:30
pass_through_unit_tests Fix beta header old tests 2026-02-11 18:13:36 +05:30
proxy_admin_ui_tests sorting spend logs in ui 2026-02-13 11:33:41 -08:00
proxy_e2e_anthropic_messages_tests test_anthropic_messages_with_all_beta_headers 2026-02-14 13:03:52 -08:00
proxy_security_tests test fix 2025-10-04 10:57:02 -07:00
proxy_unit_tests fix(test): mock environment variables for callback validation test 2026-02-15 20:44:17 -03:00
router_unit_tests fix(test): add router.acancel_batch coverage (#20183) 2026-01-31 12:39:19 -08:00
scim_tests
search_tests skip brave tests 2026-01-22 10:50:23 -08:00
spend_tracking_tests increasing time for spend tracking 2026-01-20 16:31:25 -08:00
store_model_in_db_tests fix: test mock 2026-01-02 17:38:52 +09:00
test_litellm Add GDPR Art. 32 EU PII Protection Policy Template (#21340) 2026-02-16 15:28:46 -08:00
unified_google_tests Revert "[Infra] Changing Google Tests to use Gemini 3 Flash Preview" 2026-01-20 17:32:10 -08:00
vector_store_tests Add support for vertex ai for rag/ingest 2026-02-13 20:11:10 +05:30
windows_tests
__init__.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD [Feat] MCP Gateway Fine-grained Tools Addition (#15153) 2025-10-03 10:16:29 -07:00
test_budget_management.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_callbacks_on_proxy.py Fix CI: Revert security scan changes and add GitGuardian ignore rules (#18358) 2025-12-22 17:03:53 -08:00
test_config.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_debug_warning.py
test_default_encoding_non_root.py fix: resolve Read-only file system error in non-root images (#19449) 2026-01-20 19:00:52 -08:00
test_end_users.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_entrypoint.py
test_fallbacks.py Revert "fix: prevent error when max_fallbacks exceeds available models (#20071)" 2026-02-03 15:15:30 +05:30
test_gpt5_azure_temperature_support.py Fix: Azure GPT-5 incorrectly routed to O-series config (temperature parameter unsupported) (#16246) 2025-11-07 10:24:27 -08:00
test_health.py
test_keys.py Adding retries to flaky tests 2026-01-22 15:21:44 -08:00
test_litellm_proxy_responses_config.py Add native Responses API support for litellm_proxy provider (#15347) 2025-10-08 18:31:26 -07:00
test_logging.conf
test_models.py test_add_model_run_health 2025-09-27 10:59:25 -07:00
test_openai_endpoints.py test fix claude-sonnet-4-5-20250929 2025-10-28 19:05:13 -07:00
test_organizations.py Adding retries to flaky tests 2026-01-22 15:21:44 -08:00
test_otel_thread_leak.py Fix thread leak in OpenTelemetry dynamic header path (#19946) 2026-01-28 10:35:37 -08:00
test_passthrough_endpoints.py fix: update authorization header to use 'Bearer' instead of 'bearer' 2025-09-21 10:44:47 +00:00
test_presidio_latency.py fix(presidio): reuse HTTP connections to prevent OOMs (#19964) 2026-01-28 16:08:53 -08:00
test_proxy_server_non_root.py deactivating non root tests 2026-01-23 22:55:36 -08:00
test_ratelimit.py test_async_rate_limit 2025-11-15 10:34:24 -08:00
test_resource_cleanup.py
test_service_logger_otel.py fix(langfuse_otel): prevent empty proxy request spans from being sent to Langfuse 2026-01-28 15:35:35 +01:00
test_spend_logs.py Fix CI: Revert security scan changes and add GitGuardian ignore rules (#18358) 2025-12-22 17:03:53 -08:00
test_team.py Fix: test_team_update_sc_2 2026-02-05 09:40:21 +05:30
test_team_logging.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_team_members.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_users.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00

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.