morpheus.modules.mlflow_model_writer

Functions

mlflow_model_writer(builder) This module uploads trained models to the mlflow server.
mlflow_model_writer(builder)[source]

This module uploads trained models to the mlflow server.

Parameters
builder

mrc Builder object.

Notes

Configurable Parameters:
  • conda_env (str): Conda environment for the model; Example: path/to/conda_env.yml; Default: [Required]

  • databricks_permissions (dict): Permissions for the model; See Below; Default: None

  • experiment_name_formatter (str): Formatter for the experiment name;

    Example: experiment_name_{timestamp}; Default: [Required]

  • model_name_formatter (str): Formatter for the model name; Example: model_name_{timestamp};

    Default: [Required]

  • timestamp_column_name (str): Name of the timestamp column; Example: timestamp; Default: timestamp

  • timeout (float): Timeout for get requests.

databricks_permissions:
  • read (array): List of users with read permissions; Example: ["read_user1", "read_user2"]; Default: -

  • write (array): List of users with write permissions; Example: ["write_user1", "write_user2"]; Default: -

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