llama-stack-mirror/tests/integration/recordings/responses/7f53b458dad9.json
Matthew Farrellee ae804ed5a8 feat: (re-)enable Databricks inference adapter
Databricks inference adapter was broken, would not start, see #3486

- remove deprecated completion / chat_completion endpoints
- enable dynamic model listing w/o refresh, listing is not async
- use SecretStr instead of str for token
- backward incompatible change: for consistency with databricks docs, env DATABRICKS_URL -> DATABRICKS_HOST and DATABRICKS_API_TOKEN -> DATABRICKS_TOKEN
- databricks urls are custom per user/org, add special recorder handling for databricks urls
- add integration test --setup databricks
- enable chat completions tests
- enable embeddings tests
- disable n > 1 tests
- disable embeddings base64 tests
- disable embeddings dimensions tests

note: reasoning models, e.g. gpt oss, fail because databricks has a custom, incompatible response format

test with: ./scripts/integration-tests.sh --stack-config server:ci-tests --setup databricks --subdirs inference --pattern openai

note: databricks needs to be manually added to the ci-tests distro for replay testing
2025-09-20 05:05:05 -04:00

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JSON

{
"request": {
"method": "POST",
"url": "__databricks__/serving-endpoints/v1/chat/completions",
"headers": {},
"body": {
"model": "databricks-meta-llama-3-3-70b-instruct",
"messages": [
{
"role": "user",
"content": "What's the weather in Tokyo? Use the get_weather function to get the weather."
}
],
"stream": false,
"tools": [
{
"type": "function",
"function": {
"name": "get_weather",
"description": "Get the weather in a given city",
"parameters": {
"type": "object",
"properties": {
"city": {
"type": "string",
"description": "The city to get the weather for"
}
}
}
}
}
]
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": {
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
"__data__": {
"id": "chatcmpl_e54eaa97-ace3-4af6-b3a2-b1627bc77488",
"choices": [
{
"finish_reason": "tool_calls",
"index": 0,
"logprobs": null,
"message": {
"content": null,
"refusal": null,
"role": "assistant",
"annotations": null,
"audio": null,
"function_call": null,
"tool_calls": [
{
"id": "call_9c7f9e5f-c6eb-4c3c-a7b3-e9fe0e786b50",
"function": {
"arguments": "{ \"city\": \"Tokyo\" }",
"name": "get_weather"
},
"type": "function"
}
]
}
}
],
"created": 1758326507,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 682,
"total_tokens": 697,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
"is_streaming": false
}
}