featu: support passing "extra body" throught to providers

# What does this PR do?
Allows passing through extra_body parameters to inference providers.


closes #2720

## Test Plan
CI and added new test
This commit is contained in:
Eric Huang 2025-10-10 16:00:30 -07:00
parent 80d58ab519
commit c4dbaa9d4c
41 changed files with 3145 additions and 200 deletions

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"text": "\","
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": null,
"index": 0,
"logprobs": null,
"text": " which"
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": null,
"index": 0,
"logprobs": null,
"text": " has"
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": null,
"index": 0,
"logprobs": null,
"text": " been"
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": null,
"index": 0,
"logprobs": null,
"text": " a"
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
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}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": null,
"index": 0,
"logprobs": null,
"text": " ubiquitous"
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": null,
"index": 0,
"logprobs": null,
"text": " and"
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
},
{
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-8567635651a5",
"choices": [
{
"finish_reason": "length",
"index": 0,
"logprobs": null,
"text": ""
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": null
}
}
],
"is_streaming": true
},
"id_normalization_mapping": {}
}

View file

@ -0,0 +1,48 @@
{
"test_id": "tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]",
"request": {
"method": "POST",
"url": "http://localhost:8000/v1/v1/completions",
"headers": {},
"body": {
"model": "Qwen/Qwen3-0.6B",
"prompt": "I am feeling really sad today.",
"stream": false
},
"endpoint": "/v1/completions",
"model": "Qwen/Qwen3-0.6B"
},
"response": {
"body": {
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-d2ba309413e8",
"choices": [
{
"finish_reason": "length",
"index": 0,
"logprobs": null,
"text": " I have been working on a project that I feel like I'm not doing well",
"stop_reason": null,
"prompt_logprobs": null
}
],
"created": 0,
"model": "Qwen/Qwen3-0.6B",
"object": "text_completion",
"system_fingerprint": null,
"usage": {
"completion_tokens": 16,
"prompt_tokens": 7,
"total_tokens": 23,
"completion_tokens_details": null,
"prompt_tokens_details": null
},
"service_tier": null,
"kv_transfer_params": null
}
},
"is_streaming": false
},
"id_normalization_mapping": {}
}

View file

@ -0,0 +1,54 @@
{
"test_id": "tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]",
"request": {
"method": "POST",
"url": "http://localhost:8000/v1/v1/completions",
"headers": {},
"body": {
"model": "Qwen/Qwen3-0.6B",
"prompt": "I am feeling really sad today.",
"stream": false,
"extra_body": {
"guided_choices": [
"joy",
"sadness"
]
}
},
"endpoint": "/v1/completions",
"model": "Qwen/Qwen3-0.6B"
},
"response": {
"body": {
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-e3727f6c749a",
"choices": [
{
"finish_reason": "length",
"index": 0,
"logprobs": null,
"text": " I feel that I am not good enough, and I feel like I have no",
"stop_reason": null,
"prompt_logprobs": null
}
],
"created": 0,
"model": "Qwen/Qwen3-0.6B",
"object": "text_completion",
"system_fingerprint": null,
"usage": {
"completion_tokens": 16,
"prompt_tokens": 7,
"total_tokens": 23,
"completion_tokens_details": null,
"prompt_tokens_details": null
},
"service_tier": null,
"kv_transfer_params": null
}
},
"is_streaming": false
},
"id_normalization_mapping": {}
}

View file

@ -0,0 +1,54 @@
{
"test_id": "tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]",
"request": {
"method": "POST",
"url": "http://localhost:8000/v1/v1/completions",
"headers": {},
"body": {
"model": "Qwen/Qwen3-0.6B",
"prompt": "I am feeling really sad today.",
"stream": false,
"extra_body": {
"guided_choice": [
"joy",
"sadness"
]
}
},
"endpoint": "/v1/completions",
"model": "Qwen/Qwen3-0.6B"
},
"response": {
"body": {
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-f02f1bfd75ad",
"choices": [
{
"finish_reason": "stop",
"index": 0,
"logprobs": null,
"text": "sadness",
"stop_reason": null,
"prompt_logprobs": null
}
],
"created": 0,
"model": "Qwen/Qwen3-0.6B",
"object": "text_completion",
"system_fingerprint": null,
"usage": {
"completion_tokens": 3,
"prompt_tokens": 7,
"total_tokens": 10,
"completion_tokens_details": null,
"prompt_tokens_details": null
},
"service_tier": null,
"kv_transfer_params": null
}
},
"is_streaming": false
},
"id_normalization_mapping": {}
}

View file

@ -0,0 +1,44 @@
{
"test_id": "tests/integration/inference/test_openai_completion.py::test_openai_completion_non_streaming[txt=ollama/llama3.2:3b-instruct-fp16-inference:completion:sanity]",
"request": {
"method": "POST",
"url": "http://0.0.0.0:11434/v1/v1/completions",
"headers": {},
"body": {
"model": "llama3.2:3b-instruct-fp16",
"prompt": "Respond to this question and explain your answer. Complete the sentence using one word: Roses are red, violets are ",
"stream": false
},
"endpoint": "/v1/completions",
"model": "llama3.2:3b-instruct-fp16"
},
"response": {
"body": {
"__type__": "openai.types.completion.Completion",
"__data__": {
"id": "rec-f0f863b7a352",
"choices": [
{
"finish_reason": "stop",
"index": 0,
"logprobs": null,
"text": "blue.\n\nThe traditional nursery rhyme goes like this:\n\n\"Roses are red,\nViolets are blue.\"\n\nThe reason for this specific color pairing is unclear, but it's often thought to represent the poetical notion of love and relationships. The rhyme has been passed down for generations, and its origins remain a topic of debate among scholars.\n\nIn essence, \"blue\" fits the rhythm and meter of the original phrase, creating a sense of continuity and completion in the rhyming couplet."
}
],
"created": 0,
"model": "llama3.2:3b-instruct-fp16",
"object": "text_completion",
"system_fingerprint": "fp_ollama",
"usage": {
"completion_tokens": 100,
"prompt_tokens": 50,
"total_tokens": 150,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
"is_streaming": false
},
"id_normalization_mapping": {}
}

View file

@ -223,7 +223,7 @@ def test_openai_completion_guided_choice(llama_stack_client, client_with_models,
model=text_model_id,
prompt=prompt,
stream=False,
guided_choice=["joy", "sadness"],
extra_body={"guided_choice": ["joy", "sadness"]},
)
assert len(response.choices) > 0
choice = response.choices[0]