MlflowTrackingServerArgs class

The set of arguments for MlflowTrackingServer. The set of arguments for MlflowTrackingServer.

Constructors

MlflowTrackingServerArgs({required Input<String> artifactStoreUri, Input<bool?>? automaticModelRegistration, Input<String?>? mlflowVersion, Input<String?>? region, required Input<String> roleArn, Input<Map<String, String>?>? tags, required Input<String> trackingServerName, Input<String?>? trackingServerSize, Input<String?>? weeklyMaintenanceWindowStart})
Creates a new MlflowTrackingServerArgs. artifactStoreUri The S3 URI for a general purpose bucket to use as the MLflow Tracking Server artifact store. automaticModelRegistration Whether to enable or disable automatic registration of new MLflow models to the SageMaker Model Registry. Defaults to false. mlflowVersion The version of MLflow that the tracking server uses. To see which MLflow versions are available to use, see How it works. region Region where this resource will be managed. Defaults to the Region set in the provider configuration. 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. 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. trackingServerName A unique string identifying the tracking server name. This string is part of the tracking server ARN. 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. 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.
const
MlflowTrackingServerArgs.fromMap(Map<String, dynamic> map)
factory

Properties

artifactStoreUri → Input<String>
The S3 URI for a general purpose bucket to use as the MLflow Tracking Server artifact store.
final
automaticModelRegistration → Input<bool?>?
Whether to enable or disable automatic registration of new MLflow models to the SageMaker Model Registry. Defaults to false.
final
hashCode → int
The hash code for this object.
no setterinherited
mlflowVersion → Input<String?>?
The version of MLflow that the tracking server uses. To see which MLflow versions are available to use, see How it works.
final
region → Input<String?>?
Region where this resource will be managed. Defaults to the Region set in the provider configuration.
final
roleArn → Input<String>
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.
final
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
tags → Input<Map<String, String>?>?
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.
final
trackingServerName → Input<String>
A unique string identifying the tracking server name. This string is part of the tracking server ARN.
final
trackingServerSize → Input<String?>?
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.
final
weeklyMaintenanceWindowStart → Input<String?>?
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.
final

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited