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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
This commit is contained in:
Matthew Farrellee
GitHub
parent
9406a998b9
commit
d07ebce4d9
24 changed files with 11649 additions and 101 deletions
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@ -98,6 +98,7 @@ def skip_if_doesnt_support_n(client_with_models, model_id):
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# the entered value was 2. Update the candidateCount value and try again.', 'status': 'INVALID_ARGUMENT'}
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"remote::tgi", # TGI ignores n param silently
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"remote::together", # `n` > 1 is not supported when streaming tokens. Please disable `stream`
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"remote::databricks", # Bad request: parameter "n" must be equal to 1 for streaming mode
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):
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pytest.skip(f"Model {model_id} hosted by {provider.provider_type} doesn't support n param.")
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@ -110,7 +111,6 @@ def skip_if_model_doesnt_support_openai_chat_completion(client_with_models, mode
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"inline::vllm",
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"remote::bedrock",
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"remote::cerebras",
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"remote::databricks",
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"remote::runpod",
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"remote::watsonx", # watsonx returns 404 when hitting the /openai/v1 endpoint
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):
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@ -42,6 +42,7 @@ def skip_if_model_doesnt_support_encoding_format_base64(client, model_id):
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provider = provider_from_model(client, model_id)
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if provider.provider_type in (
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"remote::together", # param silently ignored, always returns floats
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"remote::databricks", # param silently ignored, always returns floats
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"remote::fireworks", # param silently ignored, always returns list of floats
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):
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pytest.skip(f"Model {model_id} hosted by {provider.provider_type} does not support encoding_format='base64'.")
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@ -52,6 +53,8 @@ def skip_if_model_doesnt_support_variable_dimensions(client_with_models, model_i
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if provider.provider_type in (
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"remote::together", # returns 400
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"inline::sentence-transformers",
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# Error code: 400 - {'error_code': 'BAD_REQUEST', 'message': 'Bad request: json: unknown field "dimensions"\n'}
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"remote::databricks",
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):
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pytest.skip(
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f"Model {model_id} hosted by {provider.provider_type} does not support variable output embedding dimensions."
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@ -75,7 +78,6 @@ def skip_if_model_doesnt_support_openai_embeddings(client, model_id):
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"inline::meta-reference",
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"remote::bedrock",
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"remote::cerebras",
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"remote::databricks",
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"remote::runpod",
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"remote::sambanova",
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"remote::tgi",
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728
tests/integration/recordings/responses/121a72d1c4cf.json
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728
tests/integration/recordings/responses/121a72d1c4cf.json
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@ -0,0 +1,728 @@
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{
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"request": {
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"method": "POST",
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"url": "__databricks__/serving-endpoints/v1/chat/completions",
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"headers": {},
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"body": {
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"model": "databricks-meta-llama-3-3-70b-instruct",
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"messages": [
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{
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"role": "user",
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"content": "Hello, world!"
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}
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],
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"stream": true
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},
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"endpoint": "/v1/chat/completions",
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"model": "databricks-meta-llama-3-3-70b-instruct"
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},
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"response": {
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{
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56
tests/integration/recordings/responses/249b7f0ddde6.json
Normal file
56
tests/integration/recordings/responses/249b7f0ddde6.json
Normal file
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56
tests/integration/recordings/responses/28648cf8d421.json
Normal file
56
tests/integration/recordings/responses/28648cf8d421.json
Normal file
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56
tests/integration/recordings/responses/29585e055e6f.json
Normal file
56
tests/integration/recordings/responses/29585e055e6f.json
Normal file
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344
tests/integration/recordings/responses/3ef0f9aab128.json
Normal file
344
tests/integration/recordings/responses/3ef0f9aab128.json
Normal file
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1061
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Normal file
1061
tests/integration/recordings/responses/441e2832387f.json
Normal file
File diff suppressed because it is too large
Load diff
1061
tests/integration/recordings/responses/5fa0e98f3d84.json
Normal file
1061
tests/integration/recordings/responses/5fa0e98f3d84.json
Normal file
File diff suppressed because it is too large
Load diff
1061
tests/integration/recordings/responses/6d937e5e9233.json
Normal file
1061
tests/integration/recordings/responses/6d937e5e9233.json
Normal file
File diff suppressed because it is too large
Load diff
83
tests/integration/recordings/responses/7f53b458dad9.json
Normal file
83
tests/integration/recordings/responses/7f53b458dad9.json
Normal file
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3125
tests/integration/recordings/responses/875323ed9913.json
Normal file
3125
tests/integration/recordings/responses/875323ed9913.json
Normal file
File diff suppressed because it is too large
Load diff
1062
tests/integration/recordings/responses/9b9e8cf39b15.json
Normal file
1062
tests/integration/recordings/responses/9b9e8cf39b15.json
Normal file
File diff suppressed because it is too large
Load diff
1062
tests/integration/recordings/responses/d64ffaa0de6f.json
Normal file
1062
tests/integration/recordings/responses/d64ffaa0de6f.json
Normal file
File diff suppressed because it is too large
Load diff
168
tests/integration/recordings/responses/e509387fc329.json
Normal file
168
tests/integration/recordings/responses/e509387fc329.json
Normal file
|
|
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}
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||||
1061
tests/integration/recordings/responses/ffd7b58fded8.json
Normal file
1061
tests/integration/recordings/responses/ffd7b58fded8.json
Normal file
File diff suppressed because it is too large
Load diff
|
|
@ -108,6 +108,14 @@ SETUP_DEFINITIONS: dict[str, Setup] = {
|
|||
"embedding_model": "together/togethercomputer/m2-bert-80M-32k-retrieval",
|
||||
},
|
||||
),
|
||||
"databricks": Setup(
|
||||
name="databricks",
|
||||
description="Databricks models",
|
||||
defaults={
|
||||
"text_model": "databricks/databricks-meta-llama-3-3-70b-instruct",
|
||||
"embedding_model": "databricks/databricks-bge-large-en",
|
||||
},
|
||||
),
|
||||
"fireworks": Setup(
|
||||
name="fireworks",
|
||||
description="Fireworks provider with a text model",
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue