mlflow.environment_variables

This module defines environment variables used in MLflow.

mlflow.environment_variables.MLFLOW_GCS_DEFAULT_TIMEOUT = 'MLFLOW_GCS_DEFAULT_TIMEOUT'

Specifies the default timeout to use when downloading/uploading a file from/to GCS (default: None). If None, google.cloud.storage.constants._DEFAULT_TIMEOUT is used.

mlflow.environment_variables.MLFLOW_GCS_DOWNLOAD_CHUNK_SIZE = 'MLFLOW_GCS_DOWNLOAD_CHUNK_SIZE'

Specifies the chunk size to use when downloading a file from GCS (default: None). If None, the chunk size is automatically determined by the google-cloud-storage package.

mlflow.environment_variables.MLFLOW_GCS_UPLOAD_CHUNK_SIZE = 'MLFLOW_GCS_UPLOAD_CHUNK_SIZE'

Specifies the chunk size to use when uploading a file to GCS. (default: None). If None, the chunk size is automatically determined by the google-cloud-storage package.

mlflow.environment_variables.MLFLOW_HTTP_REQUEST_BACKOFF_FACTOR = 'MLFLOW_HTTP_REQUEST_BACKOFF_FACTOR'

Specify backoff factor for MLflow http request (default: 2)

mlflow.environment_variables.MLFLOW_HTTP_REQUEST_MAX_RETRIES = 'MLFLOW_HTTP_REQUEST_MAX_RETRIES'

Specify the maximum number of retries for MLflow http request (default: 5)

mlflow.environment_variables.MLFLOW_HTTP_REQUEST_TIMEOUT = 'MLFLOW_HTTP_REQUEST_TIMEOUT'

Specify timeout in seconds for MLflow http request (default: 120)

mlflow.environment_variables.MLFLOW_SQLALCHEMYSTORE_MAX_OVERFLOW = 'MLFLOW_SQLALCHEMYSTORE_MAX_OVERFLOW'

Specifies the max_overflow parameter to use for sqlalchemy.create_engine in the SQLAlchemy tracking store. See https://docs.sqlalchemy.org/en/14/core/engines.html#sqlalchemy.create_engine.params.max_overflow for more information. (default: None)

mlflow.environment_variables.MLFLOW_SQLALCHEMYSTORE_POOL_RECYCLE = 'MLFLOW_SQLALCHEMYSTORE_POOL_RECYCLE'

Specifies the pool_recycle parameter to use for sqlalchemy.create_engine in the SQLAlchemy tracking store. See https://docs.sqlalchemy.org/en/14/core/engines.html#sqlalchemy.create_engine.params.pool_recycle for more information. (default: None)

mlflow.environment_variables.MLFLOW_SQLALCHEMYSTORE_POOL_SIZE = 'MLFLOW_SQLALCHEMYSTORE_POOL_SIZE'

Specifies the pool_size parameter to use for sqlalchemy.create_engine in the SQLAlchemy tracking store. See https://docs.sqlalchemy.org/en/14/core/engines.html#sqlalchemy.create_engine.params.pool_size for more information. (default: None)