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HeatWave User Guide  /  HeatWave AutoML  /  HeatWave AutoML Prerequisites

3.2 HeatWave AutoML Prerequisites

As of MySQL 9.0.0, HeatWave AutoML can support large models that are only limited by the amount of memory defined by the shape.

  • An operational MySQL DB System.

  • An operational HeatWave Cluster.

  • MySQL Shell 8.0.22 or higher.

  • The MySQL account that will train a model does not have a period character (".") in its name; for example, a user named 'joesmith'@'%' is permitted to train a model, but a user named 'joe.smith'@'%' is not. For more information about this requirement, see Section 3.19, “HeatWave AutoML Limitations”.

  • The MySQL account that will use HeatWave AutoML has been granted the following privileges:

    • SELECT and ALTER privileges on the schema that contains the machine learning datasets; for example:

      mysql> GRANT SELECT, ALTER ON schema_name.* TO 'user_name'@'%';
    • SELECT and EXECUTE on the MySQL sys schema where HeatWave AutoML routines reside; for example:

      mysql> GRANT SELECT, EXECUTE ON sys.* TO 'user_name'@'%';