litellm/tests
Sameer Kankute ae7ac72331
feat(agents): add LangFlow agent provider with A2A session bridging (#28963)
* feat(agents): add LangFlow agent provider with A2A session bridging

Register LangFlow as a completion provider and agent type (UI + /api/v1/run),
and map A2A contextId to LangFlow session_id for multi-turn conversations.

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

* docs(providers): document langflow in provider_endpoints_support.json

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

* fix(agents): address Greptile review for LangFlow integration

Move A2A contextId→session_id mapping into LangFlow A2A provider config,
add langflow.svg logo, remove live integration test, use model for token count.

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

* fix(langflow): prevent flow_id override via request optional_params

Derive flow_id only from the authorized model name and reject flow_id
kwargs so callers cannot invoke a different LangFlow run endpoint.

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

* refactor(langflow): remove redundant flow_id branch in _get_flow_id

* fix(langflow): surface an error when the run response has no extractable message

Previously the response parser returned the raw JSON blob as the assistant
message when it could not find message text, silently presenting an
unparseable payload as a valid answer. It now returns None and the caller
raises a LangFlowError so the failure is visible to the client.

* fix(langflow): URL-encode flow_id path segment to prevent path injection

flow_id is taken from the model suffix and interpolated into
/api/v1/run/{flow_id}. Without path-segment encoding a model such as
langflow/../../x (or one containing ?) could move the request off the run
endpoint to another path on the configured LangFlow server using the
operator x-api-key. Encode the segment with quote(safe="") so it always
stays a single path segment.

* fix(langflow): reject empty flow_id from model name

* fix(langflow): return stripped flow_id so validation matches URL path

* fix(langflow): reject caller-supplied tweaks to prevent flow component override

* fix(langflow): reject caller-supplied tweaks injected via extra_body

The transform_request guard only inspected optional_params, but extra_body
is popped before transform_request runs and merged into the request body
afterward, letting a caller reintroduce tweaks and override the
operator-configured LangFlow flow components. Validate the final request
body in sign_request so tweaks cannot reach LangFlow through extra_body.

* test(langflow): move provider tests into mirrored coverage path

The langflow tests lived under tests/llm_translation/, whose CircleCI job
runs without --cov and uploads nothing to Codecov, so none of the new
langflow code counted toward patch coverage (codecov/patch reported 9.78%
of the diff hit against a 70.83% target).

Relocate them to tests/test_litellm/llms/langflow/, which the GitHub
Actions provider job runs with --cov=./litellm and uploads, and add
regression tests for the previously untested happy paths (transform_response
building the ModelResponse with usage, non-JSON body handling, last-user
message extraction, outputs-dict response shape, sign_request pass-through,
error class and stream flags). Patch coverage on the diff is now ~88%.

* fix(langflow): require litellm_params in A2A config instead of silent empty fallback

* fix(langflow): scope A2A session_id to the authenticated key

The LangFlow A2A bridge used the LangFlow session_id verbatim from the
client-controlled A2A contextId, so two distinct virtual keys authorized for
the same agent could read or append to each other's LangFlow conversation
memory by reusing a contextId.

Hand the authenticated key hash to the completion bridge through litellm_params
and namespace the forwarded session_id with it. The same key keeps a stable
session across turns, while different keys can no longer collide on a shared
contextId. The principal is hashed before it is embedded in the session_id, so
the stored token is never sent to the LangFlow backend; the original contextId
is preserved as a suffix for operator-side correlation.

* fix(langflow): wire authenticated key hash through A2A bridge and tests

Define A2A_USER_API_KEY_HASH_PARAM in the completion bridge handler, strip it
before litellm.acompletion, inject the authenticated key hash at the proxy A2A
endpoint, and add regression tests for per-key LangFlow session scoping.

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-06-02 14:45:56 -07:00
..
agent_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
audio_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
basic_proxy_startup_tests
batches_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
benchmarks
code_coverage_tests Litellm oss staging (#29492) 2026-06-02 08:48:10 -07:00
documentation_tests
enterprise fix(bedrock): support tool search results + chat annotations (#29120) 2026-05-29 20:48:36 -07:00
guardrails_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
image_gen_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
integration CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
litellm [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -07:00
litellm_core_utils
litellm_utils_tests fix(reset_budget): write only {spend, budget_reset_at} and stop pre-zeroing counter (#29358) 2026-05-30 17:48:16 -07:00
litellm-proxy-extras
llm_responses_api_testing test(responses): bump deprecated gemini-3-pro-preview to gemini-3.1-pro-preview (#29433) 2026-06-01 09:54:30 -07:00
llm_translation Litellm oss staging (#29492) 2026-06-02 08:48:10 -07:00
load_tests
local_testing fix(tests): drop module-level test calls that break local_testing collection (#29520) 2026-06-02 13:07:05 -07:00
logging_callback_tests fix(ci): make litellm_internal_staging green (logging test + Bedrock Opus 4.7 self-heal) (#29344) 2026-05-30 13:57:18 -07:00
mcp_tests [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -07:00
multi_instance_e2e_tests
ocr_tests fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
old_proxy_tests/tests
openai_endpoints_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
otel_tests feat(prometheus): add user_email and user_alias to user budget metrics (#28155) 2026-05-18 16:28:14 -07:00
pass_through_tests chore(deps): bump deps (#28528) 2026-05-22 00:42:21 +00:00
pass_through_unit_tests feat(pass_through): extend passthrough_managed_object_ids to Azure (#29160) 2026-05-30 16:30:10 -07:00
proxy_admin_ui_tests fix(guardrails): persist disable_global_guardrails on keys (#29233) 2026-05-28 21:19:04 -07:00
proxy_behavior test(proxy): phase-4 payload behavior pinning for tier-2/3 key + team management endpoints (#28681) 2026-05-23 12:16:29 -07:00
proxy_e2e_anthropic_messages_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
proxy_security_tests
proxy_unit_tests [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -07:00
router_unit_tests fix(router): enforce deployment budgets for dynamically added models (#29273) 2026-05-29 19:43:14 -07:00
scim_tests
search_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
spend_tracking_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
store_model_in_db_tests
test_litellm feat(agents): add LangFlow agent provider with A2A session bridging (#28963) 2026-06-02 14:45:56 -07:00
unified_google_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
vector_store_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
windows_tests
__init__.py
_flush_vcr_cache.py
_vcr_conftest_common.py fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay (#29229) 2026-05-28 17:12:02 -07:00
_vcr_redis_persister.py fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
eval_swe_bench.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD
test_budget_management.py
test_callbacks_on_proxy.py test(callbacks): harden flaky proxy callback-leak detector (#28195) 2026-05-18 16:39:02 -07:00
test_config.py
test_debug_warning.py
test_default_encoding_non_root.py
test_end_users.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_entrypoint.py
test_fallbacks.py
test_gpt5_azure_temperature_support.py
test_health.py fix(tests): swap dall-e to gpt-image-1 after openai deprecation 2026-05-12 16:55:18 -07:00
test_keys.py fix(tests): swap dall-e to gpt-image-1 after openai deprecation 2026-05-12 16:55:18 -07:00
test_litellm_proxy_responses_config.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_logging.conf
test_models.py
test_new_vector_store_endpoints.py
test_openai_endpoints.py Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
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 chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_resource_cleanup.py
test_service_logger_otel.py
test_spend_logs.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_team_logging.py
test_team_members.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_team.py
test_users.py Fix: tag budget reset must drop stale management-cache entry (#27568) 2026-05-10 00:18:55 +00:00

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.