Class CfnMlflowTrackingServer
Creates an MLflow Tracking Server using a general purpose Amazon S3 bucket as the artifact store.
Inherited Members
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class CfnMlflowTrackingServer : CfnResource, IInspectable, ITaggableV2
Syntax (vb)
Public Class CfnMlflowTrackingServer
Inherits CfnResource
Implements IInspectable, ITaggableV2
Remarks
For more information, see Create an MLflow Tracking Server .
CloudformationResource: AWS::SageMaker::MlflowTrackingServer
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;
var cfnMlflowTrackingServer = new CfnMlflowTrackingServer(this, "MyCfnMlflowTrackingServer", new CfnMlflowTrackingServerProps {
ArtifactStoreUri = "artifactStoreUri",
RoleArn = "roleArn",
TrackingServerName = "trackingServerName",
// the properties below are optional
AutomaticModelRegistration = false,
MlflowVersion = "mlflowVersion",
Tags = new [] { new CfnTag {
Key = "key",
Value = "value"
} },
TrackingServerSize = "trackingServerSize",
WeeklyMaintenanceWindowStart = "weeklyMaintenanceWindowStart"
});
Synopsis
Constructors
CfnMlflowTrackingServer(ByRefValue) | Used by jsii to construct an instance of this class from a Javascript-owned object reference |
CfnMlflowTrackingServer(DeputyBase.DeputyProps) | Used by jsii to construct an instance of this class from DeputyProps |
CfnMlflowTrackingServer(Construct, String, ICfnMlflowTrackingServerProps) |
Properties
ArtifactStoreUri | The Amazon S3 URI for MLFlow Tracking Server artifacts. |
AttrTrackingServerArn | The Amazon Resource Name (ARN) of the MLFlow Tracking Server. |
AutomaticModelRegistration | A flag to enable Automatic SageMaker Model Registration. |
CdkTagManager | Tag Manager which manages the tags for this resource. |
CFN_RESOURCE_TYPE_NAME | The CloudFormation resource type name for this resource class. |
CfnProperties | |
MlflowVersion | The MLFlow Version used on the MLFlow Tracking Server. |
RoleArn | The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on behalf of the customer. |
Tags | An array of key-value pairs to apply to this resource. |
TrackingServerName | The name of the MLFlow Tracking Server. |
TrackingServerSize | The size of the MLFlow Tracking Server. |
WeeklyMaintenanceWindowStart | The start of the time window for maintenance of the MLFlow Tracking Server in UTC time. |
Methods
Inspect(TreeInspector) | Examines the CloudFormation resource and discloses attributes. |
RenderProperties(IDictionary<String, Object>) |
Constructors
CfnMlflowTrackingServer(ByRefValue)
Used by jsii to construct an instance of this class from a Javascript-owned object reference
protected CfnMlflowTrackingServer(ByRefValue reference)
Parameters
- reference Amazon.JSII.Runtime.Deputy.ByRefValue
The Javascript-owned object reference
CfnMlflowTrackingServer(DeputyBase.DeputyProps)
Used by jsii to construct an instance of this class from DeputyProps
protected CfnMlflowTrackingServer(DeputyBase.DeputyProps props)
Parameters
- props Amazon.JSII.Runtime.Deputy.DeputyBase.DeputyProps
The deputy props
CfnMlflowTrackingServer(Construct, String, ICfnMlflowTrackingServerProps)
public CfnMlflowTrackingServer(Construct scope, string id, ICfnMlflowTrackingServerProps props)
Parameters
- scope Constructs.Construct
Scope in which this resource is defined.
- id System.String
Construct identifier for this resource (unique in its scope).
- props ICfnMlflowTrackingServerProps
Resource properties.
Properties
ArtifactStoreUri
The Amazon S3 URI for MLFlow Tracking Server artifacts.
public virtual string ArtifactStoreUri { get; set; }
Property Value
System.String
AttrTrackingServerArn
The Amazon Resource Name (ARN) of the MLFlow Tracking Server.
public virtual string AttrTrackingServerArn { get; }
Property Value
System.String
Remarks
CloudformationAttribute: TrackingServerArn
AutomaticModelRegistration
A flag to enable Automatic SageMaker Model Registration.
public virtual object AutomaticModelRegistration { get; set; }
Property Value
System.Object
CdkTagManager
Tag Manager which manages the tags for this resource.
public virtual TagManager CdkTagManager { get; }
Property Value
CFN_RESOURCE_TYPE_NAME
The CloudFormation resource type name for this resource class.
public static string CFN_RESOURCE_TYPE_NAME { get; }
Property Value
System.String
CfnProperties
protected override IDictionary<string, object> CfnProperties { get; }
Property Value
System.Collections.Generic.IDictionary<System.String, System.Object>
Overrides
MlflowVersion
The MLFlow Version used on the MLFlow Tracking Server.
public virtual string MlflowVersion { get; set; }
Property Value
System.String
RoleArn
The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on behalf of the customer.
public virtual string RoleArn { get; set; }
Property Value
System.String
Tags
An array of key-value pairs to apply to this resource.
public virtual ICfnTag[] Tags { get; set; }
Property Value
ICfnTag[]
TrackingServerName
The name of the MLFlow Tracking Server.
public virtual string TrackingServerName { get; set; }
Property Value
System.String
TrackingServerSize
The size of the MLFlow Tracking Server.
public virtual string TrackingServerSize { get; set; }
Property Value
System.String
WeeklyMaintenanceWindowStart
The start of the time window for maintenance of the MLFlow Tracking Server in UTC time.
public virtual string WeeklyMaintenanceWindowStart { get; set; }
Property Value
System.String
Methods
Inspect(TreeInspector)
Examines the CloudFormation resource and discloses attributes.
public virtual void Inspect(TreeInspector inspector)
Parameters
- inspector TreeInspector
tree inspector to collect and process attributes.
RenderProperties(IDictionary<String, Object>)
protected override IDictionary<string, object> RenderProperties(IDictionary<string, object> props)
Parameters
- props System.Collections.Generic.IDictionary<System.String, System.Object>
Returns
System.Collections.Generic.IDictionary<System.String, System.Object>