Document AI: CREATE MODEL privilege required to create, publish, and train model builds¶

Behavior change¶

Before the change:

To create, publish, and train a Document AI model build, you must use a role that has the following privileges:

GRANT CREATE SNOWFLAKE.ML.DOCUMENT_INTELLIGENCE ON SCHEMA doc_ai_db.doc_ai_schema TO ROLE doc_ai_role;

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After the change:

To create, publish, and train a Document AI model build, you must use a role that has the following privileges:

GRANT CREATE SNOWFLAKE.ML.DOCUMENT_INTELLIGENCE ON SCHEMA doc_ai_db.doc_ai_schema TO ROLE doc_ai_role;
GRANT CREATE MODEL ON SCHEMA doc_ai_db.doc_ai_schema TO ROLE doc_ai_role;

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Actions required¶

1. To continue working with the existing Document AI models, grant the additional privilege to the account role, as shown in the following example:

   GRANT CREATE MODEL ON SCHEMA doc_ai_db.doc_ai_schema TO ROLE doc_ai_role;
   

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2. To create a new Document AI model build, you must use a role that has the required privileges. For more information, see Setting up Document AI.

3. When prompted, integrate the existing models into the model registry by selecting Start on the integration banner in the Document AI UI.

Additional notes¶

• New Document AI models are automatically integrated into the model registry.

• Existing Document AI models must be manually integrated into the model registry. See Actions required.

• Only published or trained models can be integrated into the model registry.

• You can’t integrate a model into the model registry during training. Wait until the training is completed.

• You must grant the CREATE MODEL privilege on both the schema that stores the source model and the schema to which you replicate a model.

• There are no changes to the <model_build_name>!PREDICT method itself.

Change log¶

Ref: 1904