Package com.pulumi.aws.sagemaker

Class MlflowTrackingServerArgs.Builder

  • Enclosing class:
    MlflowTrackingServerArgs
    public static final class MlflowTrackingServerArgs.Builder
extends java.lang.Object

    • Method Detail

      • artifactStoreUri

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

      • artifactStoreUri

        public MlflowTrackingServerArgs.Builder artifactStoreUri​(java.lang.String artifactStoreUri)
        Parameters:
        artifactStoreUri - The S3 URI for a general purpose bucket to use as the MLflow Tracking Server artifact store.
        Returns:
        builder

      • automaticModelRegistration

        public MlflowTrackingServerArgs.Builder automaticModelRegistration​(@Nullable
                                                                   com.pulumi.core.Output<java.lang.Boolean> automaticModelRegistration)
        Parameters:
        automaticModelRegistration - Whether to enable or disable automatic registration of new MLflow models to the SageMaker Model Registry. Defaults to false.
        Returns:
        builder

      • automaticModelRegistration

        public MlflowTrackingServerArgs.Builder automaticModelRegistration​(java.lang.Boolean automaticModelRegistration)
        Parameters:
        automaticModelRegistration - Whether to enable or disable automatic registration of new MLflow models to the SageMaker Model Registry. Defaults to false.
        Returns:
        builder

      • mlflowVersion

        public MlflowTrackingServerArgs.Builder mlflowVersion​(@Nullable
                                                      com.pulumi.core.Output<java.lang.String> mlflowVersion)
        Parameters:
        mlflowVersion - 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).
        Returns:
        builder

      • mlflowVersion

        public MlflowTrackingServerArgs.Builder mlflowVersion​(java.lang.String mlflowVersion)
        Parameters:
        mlflowVersion - 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).
        Returns:
        builder

      • region

        public MlflowTrackingServerArgs.Builder region​(@Nullable
                                               com.pulumi.core.Output<java.lang.String> region)
        Parameters:
        region - 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.
        Returns:
        builder

      • region

        public MlflowTrackingServerArgs.Builder region​(java.lang.String region)
        Parameters:
        region - 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.
        Returns:
        builder

      • roleArn

        public MlflowTrackingServerArgs.Builder roleArn​(com.pulumi.core.Output<java.lang.String> roleArn)
        Parameters:
        roleArn - 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).
        Returns:
        builder

      • roleArn

        public MlflowTrackingServerArgs.Builder roleArn​(java.lang.String roleArn)
        Parameters:
        roleArn - 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).
        Returns:
        builder

      • tags

        public MlflowTrackingServerArgs.Builder tags​(@Nullable
                                             com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>> tags)
        Parameters:
        tags - 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.
        Returns:
        builder

      • tags

        public MlflowTrackingServerArgs.Builder tags​(java.util.Map<java.lang.String,​java.lang.String> tags)
        Parameters:
        tags - 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.
        Returns:
        builder

      • trackingServerName

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

      • trackingServerName

        public MlflowTrackingServerArgs.Builder trackingServerName​(java.lang.String trackingServerName)
        Parameters:
        trackingServerName - A unique string identifying the tracking server name. This string is part of the tracking server ARN.
        Returns:
        builder

      • trackingServerSize

        public MlflowTrackingServerArgs.Builder trackingServerSize​(@Nullable
                                                           com.pulumi.core.Output<java.lang.String> trackingServerSize)
        Parameters:
        trackingServerSize - 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.
        Returns:
        builder

      • trackingServerSize

        public MlflowTrackingServerArgs.Builder trackingServerSize​(java.lang.String trackingServerSize)
        Parameters:
        trackingServerSize - 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.
        Returns:
        builder

      • weeklyMaintenanceWindowStart

        public MlflowTrackingServerArgs.Builder weeklyMaintenanceWindowStart​(@Nullable
                                                                     com.pulumi.core.Output<java.lang.String> weeklyMaintenanceWindowStart)
        Parameters:
        weeklyMaintenanceWindowStart - 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.
        Returns:
        builder

      • weeklyMaintenanceWindowStart

        public MlflowTrackingServerArgs.Builder weeklyMaintenanceWindowStart​(java.lang.String weeklyMaintenanceWindowStart)
        Parameters:
        weeklyMaintenanceWindowStart - 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.
        Returns:
        builder