mirror of
https://github.com/BerriAI/litellm.git
synced 2026-10-16 04:29:31 +00:00
958cba7016
* fix(vertex_ai): prevent Gemini from misinterpreting $ref in tool results
* fix(vertex_ai): use object instead of Any in schema-ref traversal
* fix(vertex_ai): use immutable tuple traversal to satisfy type-discipline gate
* test(vertex_ai): add direct contract test for _contains_json_schema_ref
* fix(vertex_ai): type the $ref walk over JsonValue and drop the private-helper test
* fix(vertex_ai): wrap a tool result only when a $ref holds a non-empty string
Gemini rejects {"$ref": "<name>"} in function_response.response but accepts null, empty,
numeric, boolean, object, and list values, so those tool results stay structured
* perf(vertex_ai): skip the $ref walk when the tool result text cannot spell the key
* test(vertex_ai): cover a $ref on the tool result's root object
* docs(vertex_ai): cite where the Gemini $ref rule was observed
* fix(vertex_ai): keep a $ref under a list of lists structured
Gemini accepts a $ref reached through a list nested directly in a list,
so those tool results keep their structured form. Adds the audit's
integration cells for the tool result wire, chaos and edge shapes
* test(vertex_ai): teach the fake Gemini servers the list of lists rule
The audit's scripted upstreams now skip lists inside a list like Gemini
does, add list of lists cells on every endpoint, and give the 8 MiB
timing calls their own client timeout
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
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| .. | ||
| _support | ||
| base_sdk_tests | ||
| benchmarks | ||
| code_coverage_tests | ||
| documentation_tests | ||
| e2e | ||
| e2e_harness | ||
| fixtures | ||
| harness_e2e | ||
| integration | ||
| rust-python-harness | ||
| test_litellm_rust | ||
| typing | ||
| unit | ||
| windows_tests | ||
| __init__.py | ||
| _fake_openai_endpoint_server.py | ||
| _flush_vcr_cache.py | ||
| _live_test_helpers.py | ||
| _master_key.py | ||
| _openai_record_replay_proxy.py | ||
| _process_helpers.py | ||
| _vcr_conftest_common.py | ||
| _vcr_redis_persister.py | ||
| _wait_helpers.py | ||
| _ws_vcr.py | ||
| AGENTS.md | ||
| capturing_transport.py | ||
| eval_swe_bench.py | ||
| fake_openai_endpoint.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| pyrightconfig.json | ||
| README.MD | ||
| test_logging.conf | ||
| test_rust_python_harness.py | ||
| VCR_TESTING.md | ||
| white_100x100.png | ||
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/unit
This folder can only run mock tests.