Package com.pulumi.aws.sagemaker

Class MlflowTrackingServerArgs

  • public final class MlflowTrackingServerArgs
extends com.pulumi.resources.ResourceArgs

    • Method Detail

      • artifactStoreUri

        public com.pulumi.core.Output<java.lang.String> artifactStoreUri()
        Returns:
        The S3 URI for a general purpose bucket to use as the MLflow Tracking Server artifact store.

      • automaticModelRegistration

        public java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>> automaticModelRegistration()
        Returns:
        Whether to enable or disable automatic registration of new MLflow models to the SageMaker Model Registry. Defaults to false.

      • mlflowVersion

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> mlflowVersion()
        Returns:
        The version of MLflow that the tracking server uses. To see which MLflow versions are available to use, see [How it works](https://docs.aws.amazon.com/sagemaker/latest/dg/mlflow.html#mlflow-create-tracking-server-how-it-works).

      • region

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> region()
        Returns:
        Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

      • roleArn

        public com.pulumi.core.Output<java.lang.String> roleArn()
        Returns:
        ARN for an IAM role in your account that the MLflow Tracking Server uses to access the artifact store in Amazon S3. The role should have AmazonS3FullAccess permissions. For more information on IAM permissions for tracking server creation, see [Set up IAM permissions for MLflow](https://docs.aws.amazon.com/sagemaker/latest/dg/mlflow-create-tracking-server-iam.html).

      • tags

        public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>>> tags()
        Returns:
        A map of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.

      • trackingServerName

        public com.pulumi.core.Output<java.lang.String> trackingServerName()
        Returns:
        A unique string identifying the tracking server name. This string is part of the tracking server ARN.

      • trackingServerSize

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> trackingServerSize()
        Returns:
        The size of the tracking server you want to create. You can choose between "Small", "Medium", and "Large". The default MLflow Tracking Server configuration size is "Small". You can choose a size depending on the projected use of the tracking server such as the volume of data logged, number of users, and frequency of use.

      • weeklyMaintenanceWindowStart

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> weeklyMaintenanceWindowStart()
        Returns:
        The day and time of the week in Coordinated Universal Time (UTC) 24-hour standard time that weekly maintenance updates are scheduled. For example: TUE:03:30.