litellm/tests
Sameer Kankute b8635bbc7a
feat(realtime): OpenAI Realtime GA support and beta compatibility (#27110)
* feat(realtime): OpenAI Realtime GA support and beta compatibility

- Normalize beta-style session.update to GA for upstream OpenAI; optional GA→beta
  event translation when client sends OpenAI-Beta: realtime=v1
- Default upstream WebSocket without OpenAI-Beta; forward header when client opts in
- Extend OpenAI realtime types for GA event names and conversation item shapes
- Relax LiteLLMRealtimeStreamLoggingObject.results to List[Any] for GA events
- Update proxy client_secrets fallback to omit beta header; dashboard RealtimePlayground
- Add unit tests for remap, translation, and beta header helper

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix results

* fix greptile

* Fix mypy issues

* Remove unused class constants _GA_TEXT_DELTA_TYPES and _GA_AUDIO_DELTA_TYPES

These frozensets were defined as class-level constants in realtime_streaming.py
but never referenced anywhere in the codebase. Removing dead code.

Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>

* fix(realtime): use GA-shaped session.update in guardrail injections

The guardrail VAD injection code sent a beta-style session.update with a
flat turn_detection field:

  {"session": {"turn_detection": {"create_response": false}}}

When the upstream OpenAI backend operates in GA mode (no OpenAI-Beta
header forwarded), it requires the nested GA shape:

  {"session": {"type": "realtime", "audio": {"input": {"turn_detection": {"create_response": false}}}}}

The _remap_beta_session_to_ga helper was only applied to client-
originated session.update messages in client_ack_messages. Internally-
generated session.updates (sent via _send_to_backend) in two paths:
  - _handle_raw_backend_message (raw/no provider_config path, line 518)
  - backend_to_client_send_messages provider_config path (line 481)
bypassed the remap, so GA upstreams ignored or rejected them, breaking
audio transcription guardrails for all non-beta clients.

Fix: add _make_disable_auto_response_message() helper that always emits
the correct GA-shaped session.update, and replace both injection sites
with it.

Update existing tests to assert the GA nested shape instead of the old
flat beta shape, and add a new unit test for the helper itself.

Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>

* Log realtime session type

* Fix beta realtime session payloads

* Fix realtime audio format remapping edge case

* Fix Azure realtime beta session shape

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-05-05 16:49:20 -07:00
..
agent_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
audio_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
basic_proxy_startup_tests build: migrate packaging, CI, and Docker from Poetry to uv (#25007) 2026-04-09 11:46:23 -07:00
batches_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
benchmarks Add CodSpeed performance benchmarks (#23676) 2026-03-14 18:44:36 -07:00
code_coverage_tests chore(deps): authorize pytest license 2026-05-04 11:39:46 -07:00
documentation_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
enterprise fix metric labels for litellm-side rejects 2026-05-01 15:46:53 -07:00
guardrails_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
image_gen_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
litellm Merge remote-tracking branch 'origin/litellm_internal_staging' into codex/cloud-storage-file-guard 2026-05-04 11:25:41 -07:00
litellm-proxy-extras style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
litellm_core_utils Merge branch 'litellm_internal_staging' into litellm_staging_03_22_2026 2026-04-20 19:56:00 +05:30
litellm_utils_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
llm_responses_api_testing test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
llm_translation test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
load_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
local_testing test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
logging_callback_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
mcp_tests Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_yj_apr17 2026-04-17 17:36:40 -07:00
multi_instance_e2e_tests
ocr_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
old_proxy_tests/tests fix: cleanup tests 2026-03-30 16:24:35 -07:00
openai_endpoints_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
otel_tests [Fix] Tests: Pick chat-completion OTEL trace by content, not recency 2026-05-04 20:35:09 -07:00
pass_through_tests chore(deps): refresh dependency locks 2026-05-04 11:36:18 -07:00
pass_through_unit_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
proxy_admin_ui_tests chore(deps): refresh dependency locks 2026-05-04 11:36:18 -07:00
proxy_e2e_anthropic_messages_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_security_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_unit_tests Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix-ag-not-resolved 2026-05-01 17:21:29 -07:00
router_unit_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
scim_tests
search_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
spend_tracking_tests chore(proxy): guard sensitive public endpoints 2026-04-30 11:52:47 -07:00
store_model_in_db_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm feat(realtime): OpenAI Realtime GA support and beta compatibility (#27110) 2026-05-05 16:49:20 -07:00
unified_google_tests test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
vector_store_tests fix: drop milvus dbName and partitionNames from MILVUS_OPTIONAL_PARAMS 2026-04-30 11:51:32 -07:00
windows_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
__init__.py
_flush_vcr_cache.py tests(vcr): isolate cassette redis to CASSETTE_REDIS_URL 2026-05-01 12:32:59 -07:00
_vcr_conftest_common.py test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
_vcr_redis_persister.py test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
eval_swe_bench.py Prompt Compression - add it to the proxy (#25729) 2026-04-20 15:08:00 -07:00
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD
test_budget_management.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_callbacks_on_proxy.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_config.py
test_debug_warning.py
test_default_encoding_non_root.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_end_users.py
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_health.py chore(proxy): preserve readiness compatibility 2026-04-30 12:05:09 -07:00
test_keys.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm_proxy_responses_config.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_logging.conf
test_models.py test: replace test_add_and_delete_models integration test with mock 2026-03-30 21:30:57 -07:00
test_new_vector_store_endpoints.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_openai_endpoints.py
test_organizations.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_otel_thread_leak.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_passthrough_endpoints.py
test_presidio_latency.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_proxy_server_non_root.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ratelimit.py [Fix] test_ratelimit: skip over-limit cases that race with background RPM tracking 2026-04-11 13:08:59 -07:00
test_resource_cleanup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_team_logging.py test: cleanup dead tests 2026-03-28 20:49:02 -07:00
test_team_members.py
test_users.py Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -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.