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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
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24 changed files with 11649 additions and 101 deletions
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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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