llama-stack-mirror/tests/integration/recordings/responses/ecf6f0c51485.json
Matthew Farrellee d07ebce4d9
feat: (re-)enable Databricks inference adapter (#3500)
# What does this PR do?

add/enable the Databricks inference adapter

Databricks inference adapter was broken, closes #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 Plan

ci and 

```
./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
2025-09-23 15:37:23 -04:00

536 lines
16 KiB
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 is the name of the US captial?"
}
],
"stream": true
},
"endpoint": "/v1/chat/completions",
"model": "databricks-meta-llama-3-3-70b-instruct"
},
"response": {
"body": [
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 2,
"prompt_tokens": 20,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "The ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 2,
"prompt_tokens": 20,
"total_tokens": 22,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "capital ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 3,
"prompt_tokens": 20,
"total_tokens": 23,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "of ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 4,
"prompt_tokens": 20,
"total_tokens": 24,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "the ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 5,
"prompt_tokens": 20,
"total_tokens": 25,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "United ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 6,
"prompt_tokens": 20,
"total_tokens": 26,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "States ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 7,
"prompt_tokens": 20,
"total_tokens": 27,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "is ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 8,
"prompt_tokens": 20,
"total_tokens": 28,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "Washington, ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 10,
"prompt_tokens": 20,
"total_tokens": 30,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "D.C. ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 13,
"prompt_tokens": 20,
"total_tokens": 33,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "(short ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 15,
"prompt_tokens": 20,
"total_tokens": 35,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "for ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 16,
"prompt_tokens": 20,
"total_tokens": 36,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "District ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 17,
"prompt_tokens": 20,
"total_tokens": 37,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "of ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 18,
"prompt_tokens": 20,
"total_tokens": 38,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "Columbia).",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 20,
"prompt_tokens": 20,
"total_tokens": 40,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "chatcmpl_40266680-5422-4e7a-bc40-74eb1efdafbc",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": "stop",
"index": 0,
"logprobs": null
}
],
"created": 1758326504,
"model": "meta-llama-3.3-70b-instruct-121024",
"object": "chat.completion.chunk",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 20,
"prompt_tokens": 20,
"total_tokens": 40,
"completion_tokens_details": null,
"prompt_tokens_details": null
}
}
}
],
"is_streaming": true
}
}