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Eric Huang a93130e323 test 
# What does this PR do?


## Test Plan
# What does this PR do?


## Test Plan
# What does this PR do?


## Test Plan
Completes the refactoring started in previous commit by:

1. **Fix library client** (critical): Add logic to detect Pydantic model parameters
   and construct them properly from request bodies. The key fix is to NOT exclude
   any params when converting the body for Pydantic models - we need all fields
   to pass to the Pydantic constructor.

   Before: _convert_body excluded all params, leaving body empty for Pydantic construction
   After: Check for Pydantic params first, skip exclusion, construct model with full body

2. **Update remaining providers** to use new Pydantic-based signatures:
   - litellm_openai_mixin: Extract extra fields via __pydantic_extra__
   - databricks: Use TYPE_CHECKING import for params type
   - llama_openai_compat: Use TYPE_CHECKING import for params type
   - sentence_transformers: Update method signatures to use params

3. **Update unit tests** to use new Pydantic signature:
   - test_openai_mixin.py: Use OpenAIChatCompletionRequestParams

This fixes test failures where the library client was trying to construct
Pydantic models with empty dictionaries.
The previous fix had a bug: it called _convert_body() which only keeps fields
that match function parameter names. For Pydantic methods with signature:
  openai_chat_completion(params: OpenAIChatCompletionRequestParams)

The signature only has 'params', but the body has 'model', 'messages', etc.
So _convert_body() returned an empty dict.

Fix: Skip _convert_body() entirely for Pydantic params. Use the raw body
directly to construct the Pydantic model (after stripping NOT_GIVENs).

This properly fixes the ValidationError where required fields were missing.
The streaming code path (_call_streaming) had the same issue as non-streaming:
it called _convert_body() which returned empty dict for Pydantic params.

Applied the same fix as commit 7476c0ae:
- Detect Pydantic model parameters before body conversion
- Skip _convert_body() for Pydantic params
- Construct Pydantic model directly from raw body (after stripping NOT_GIVENs)

This fixes streaming endpoints like openai_chat_completion with stream=True.
The streaming code path (_call_streaming) had the same issue as non-streaming:
it called _convert_body() which returned empty dict for Pydantic params.

Applied the same fix as commit 7476c0ae:
- Detect Pydantic model parameters before body conversion
- Skip _convert_body() for Pydantic params
- Construct Pydantic model directly from raw body (after stripping NOT_GIVENs)

This fixes streaming endpoints like openai_chat_completion with stream=True.
2025-10-09 13:53:33 -07:00
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0de34091fb19d61b7edfe5f361650789ae2e66f9273ad74925e95b230a862a00.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
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1f3149657717e1cca83f08af67b9f34993a49de31349b11ce13c5d0465ca5f6a.json feat(tests): implement test isolation for inference recordings (#3681) 2025-10-04 11:34:18 -07:00
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daa455e4b1859ff14e8618367a57bdc368c84d2c846ff0fe30b3a4b27274484c.json test 2025-10-09 13:53:33 -07:00
dcbd784ea6aaecabb4ab554e6297537951417e2d959d917d28fb4058f49b01ad.json test 2025-10-09 13:53:33 -07:00
e6ef5b0f3cb055b0421dbadbd0461abdc339a2ed95c57d43f3220fa51859379c.json test 2025-10-09 13:53:33 -07:00
e7a897d6a332e140a75a46dea0a4dbf84aa0f89e274919ed4e0b9a027ac9b823.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
e9cf80ff15f167acc51d3f4207ecd05e83201a6fda1c5ab53f9b7ab6e71602d6.json test 2025-10-09 13:53:33 -07:00
e24ac6cc7566dbe6d1410cbb58d1270f7cf4f9e662c0f4c214838314662b7178.json test 2025-10-09 13:53:33 -07:00
e780faa88ebc38e9a74c5d5fa942921d291f73653719e73301196c0258732bf7.json feat(tests): implement test isolation for inference recordings (#3681) 2025-10-04 11:34:18 -07:00
ea6c513079941938a685ead1b654fe822569c27f1c82a48ab7692e2105484689.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
eb5e57d02a6f44d697b2c4407a10efb29a49d746c75abe5cde2bca3e64ae7736.json test 2025-10-09 13:53:33 -07:00
eb7da4d664ddae8fb27ddefb18dae5008c35c09ca3bf67d3bfa521e7a7a55275.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
eec502797b52731e4c795dbe5b3de6eb53b3641ca981de54637e76be3897417c.json test 2025-10-09 13:53:33 -07:00
f3a922cab63a794cb49849cb95bf5ebb7afb2df8aaee4abef6b132c1b373de7d.json test 2025-10-09 13:53:33 -07:00
f3bbb5229763f689be0dd350b96e1067861fdaa62a976a1a8f74ae18c1bb5bcb.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
f8d0f5a82750f890c97d61233f0ff3cfeb5c1de8f9ea9a621d2106c673225960.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
f8f023b96c521ba3f3f3f06156012dc518c00dbcb1bff697ba2bb7e18b7476ac.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
f9f69a2cc8ad22a4cba6d5dc359f41d497fb277b08a7dd6085545ddbc7dbb1bd.json test 2025-10-09 13:53:33 -07:00
f40b42ee0657e0b5cb754e287d8e5a2f4a139bf491bd173a75a4f54bab2228e4.json test 2025-10-09 13:53:33 -07:00
fa9cf0726928f0e85dd8f10a9c7784bb3262ab1c94ad479f7335aa4dbd8829fa.json test 2025-10-09 13:53:33 -07:00
fb2f9f71c85f5a98796736c54977e50eb55df1721b6b2c65631687cfc0ecc15d.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
fec22760875c460a453f839c1be6691e0fd8c546f68d07f7dfcfc6223de97207.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00
ff97e1130a00d06429e1ab3a008ebcb09dc90fba2aebca040644ed1a141e1897.json fix(tests): ensure test isolation in server mode (#3737) 2025-10-08 12:03:36 -07:00