@Stability(value=Experimental)
See: Description
| Interface | Description |
|---|---|
| AlgorithmSpecification |
EXPERIMENTAL
|
| Channel |
Describes the training, validation or test dataset and the Amazon S3 location where it is stored.
|
| CommonEcsRunTaskProps |
Basic properties for ECS Tasks.
|
| ContainerOverride |
EXPERIMENTAL
|
| DataSource |
Location of the channel data.
|
| DockerImageConfig |
Configuration for a using Docker image.
|
| EcsRunTaskBaseProps |
Construction properties for the BaseRunTaskProps.
|
| EmrAddStepProps |
Properties for EmrAddStep.
|
| EmrCancelStepProps |
Properties for EmrCancelStep.
|
| EmrCreateCluster.ApplicationConfigProperty |
Properties for the EMR Cluster Applications.
|
| EmrCreateCluster.AutoScalingPolicyProperty |
An automatic scaling policy for a core instance group or task instance group in an Amazon EMR cluster.
|
| EmrCreateCluster.BootstrapActionConfigProperty |
Configuration of a bootstrap action.
|
| EmrCreateCluster.CloudWatchAlarmDefinitionProperty |
The definition of a CloudWatch metric alarm, which determines when an automatic scaling activity is triggered.
|
| EmrCreateCluster.ConfigurationProperty |
An optional configuration specification to be used when provisioning cluster instances, which can include configurations for applications and software bundled with Amazon EMR.
|
| EmrCreateCluster.EbsBlockDeviceConfigProperty |
Configuration of requested EBS block device associated with the instance group with count of volumes that will be associated to every instance.
|
| EmrCreateCluster.EbsConfigurationProperty |
The Amazon EBS configuration of a cluster instance.
|
| EmrCreateCluster.InstanceFleetConfigProperty |
The configuration that defines an instance fleet.
|
| EmrCreateCluster.InstanceFleetProvisioningSpecificationsProperty |
The launch specification for Spot instances in the fleet, which determines the defined duration and provisioning timeout behavior.
|
| EmrCreateCluster.InstanceGroupConfigProperty |
Configuration defining a new instance group.
|
| EmrCreateCluster.InstancesConfigProperty |
A specification of the number and type of Amazon EC2 instances.
|
| EmrCreateCluster.InstanceTypeConfigProperty |
An instance type configuration for each instance type in an instance fleet, which determines the EC2 instances Amazon EMR attempts to provision to fulfill On-Demand and Spot target capacities.
|
| EmrCreateCluster.KerberosAttributesProperty |
Attributes for Kerberos configuration when Kerberos authentication is enabled using a security configuration.
|
| EmrCreateCluster.MetricDimensionProperty |
A CloudWatch dimension, which is specified using a Key (known as a Name in CloudWatch), Value pair.
|
| EmrCreateCluster.PlacementTypeProperty |
The Amazon EC2 Availability Zone configuration of the cluster (job flow).
|
| EmrCreateCluster.ScalingActionProperty |
The type of adjustment the automatic scaling activity makes when triggered, and the periodicity of the adjustment.
|
| EmrCreateCluster.ScalingConstraintsProperty |
The upper and lower EC2 instance limits for an automatic scaling policy.
|
| EmrCreateCluster.ScalingRuleProperty |
A scale-in or scale-out rule that defines scaling activity, including the CloudWatch metric alarm that triggers activity, how EC2 instances are added or removed, and the periodicity of adjustments.
|
| EmrCreateCluster.ScalingTriggerProperty |
The conditions that trigger an automatic scaling activity and the definition of a CloudWatch metric alarm.
|
| EmrCreateCluster.ScriptBootstrapActionConfigProperty |
Configuration of the script to run during a bootstrap action.
|
| EmrCreateCluster.SimpleScalingPolicyConfigurationProperty |
An automatic scaling configuration, which describes how the policy adds or removes instances, the cooldown period, and the number of EC2 instances that will be added each time the CloudWatch metric alarm condition is satisfied.
|
| EmrCreateCluster.SpotProvisioningSpecificationProperty |
The launch specification for Spot instances in the instance fleet, which determines the defined duration and provisioning timeout behavior.
|
| EmrCreateCluster.VolumeSpecificationProperty |
EBS volume specifications such as volume type, IOPS, and size (GiB) that will be requested for the EBS volume attached to an EC2 instance in the cluster.
|
| EmrCreateClusterProps |
Properties for EmrCreateCluster.
|
| EmrModifyInstanceFleetByNameProps |
Properties for EmrModifyInstanceFleetByName.
|
| EmrModifyInstanceGroupByName.InstanceGroupModifyConfigProperty |
Modify the size or configurations of an instance group.
|
| EmrModifyInstanceGroupByName.InstanceResizePolicyProperty |
Custom policy for requesting termination protection or termination of specific instances when shrinking an instance group.
|
| EmrModifyInstanceGroupByName.ShrinkPolicyProperty |
Policy for customizing shrink operations.
|
| EmrModifyInstanceGroupByNameProps |
Properties for EmrModifyInstanceGroupByName.
|
| EmrSetClusterTerminationProtectionProps |
Properties for EmrSetClusterTerminationProtection.
|
| EmrTerminateClusterProps |
Properties for EmrTerminateCluster.
|
| EvaluateExpressionProps |
Properties for EvaluateExpression.
|
| InvokeActivityProps |
Properties for FunctionTask.
|
| InvokeFunctionProps |
Properties for InvokeFunction.
|
| ISageMakerTask |
EXPERIMENTAL
|
| MetricDefinition |
Specifies the metric name and regular expressions used to parse algorithm logs.
|
| OutputDataConfig |
EXPERIMENTAL
|
| PublishToTopicProps |
Properties for PublishTask.
|
| ResourceConfig |
EXPERIMENTAL
|
| RunEcsEc2TaskProps |
Properties to run an ECS task on EC2 in StepFunctionsan ECS.
|
| RunEcsFargateTaskProps |
Properties to define an ECS service.
|
| RunLambdaTaskProps |
Properties for RunLambdaTask.
|
| S3DataSource |
S3 location of the channel data.
|
| S3LocationBindOptions |
Options for binding an S3 Location.
|
| S3LocationConfig |
EXPERIMENTAL
|
| SagemakerTrainTaskProps |
EXPERIMENTAL
|
| SagemakerTransformProps |
EXPERIMENTAL
|
| SendToQueueProps |
Properties for SendMessageTask.
|
| ShuffleConfig |
Configuration for a shuffle option for input data in a channel.
|
| StartExecutionProps |
Properties for StartExecution.
|
| StoppingCondition |
EXPERIMENTAL
|
| TaskEnvironmentVariable |
An environment variable to be set in the container run as a task.
|
| TransformDataSource |
S3 location of the input data that the model can consume.
|
| TransformInput |
Dataset to be transformed and the Amazon S3 location where it is stored.
|
| TransformOutput |
S3 location where you want Amazon SageMaker to save the results from the transform job.
|
| TransformResources |
ML compute instances for the transform job.
|
| TransformS3DataSource |
Location of the channel data.
|
| VpcConfig |
EXPERIMENTAL
|
| Enum | Description |
|---|---|
| ActionOnFailure |
The action to take when the cluster step fails.
|
| AssembleWith |
How to assemble the results of the transform job as a single S3 object.
|
| BatchStrategy |
Specifies the number of records to include in a mini-batch for an HTTP inference request.
|
| CompressionType |
Compression type of the data.
|
| EmrCreateCluster.CloudWatchAlarmComparisonOperator |
CloudWatch Alarm Comparison Operators.
|
| EmrCreateCluster.CloudWatchAlarmStatistic |
CloudWatch Alarm Statistics.
|
| EmrCreateCluster.CloudWatchAlarmUnit |
CloudWatch Alarm Units.
|
| EmrCreateCluster.EbsBlockDeviceVolumeType |
EBS Volume Types.
|
| EmrCreateCluster.EmrClusterScaleDownBehavior |
Valid valus for the Cluster ScaleDownBehavior.
|
| EmrCreateCluster.InstanceMarket |
EC2 Instance Market.
|
| EmrCreateCluster.InstanceRoleType |
Instance Role Types.
|
| EmrCreateCluster.ScalingAdjustmentType |
AutoScaling Adjustment Type.
|
| EmrCreateCluster.SpotTimeoutAction |
Spot Timeout Actions.
|
| InputMode |
Input mode that the algorithm supports.
|
| InvocationType |
Invocation type of a Lambda.
|
| RecordWrapperType |
Define the format of the input data.
|
| S3DataDistributionType |
S3 Data Distribution Type.
|
| S3DataType |
S3 Data Type.
|
| SplitType |
Method to use to split the transform job's data files into smaller batches.
|
---
This is a developer preview (public beta) module. Releases might lack important features and might have future breaking changes.
This API is still under active development and subject to non-backward compatible changes or removal in any future version. Use of the API is not recommended in production environments. Experimental APIs are not subject to the Semantic Versioning model.
See the README of the @aws-cdk/aws-stepfunctions library.
Copyright © 2020. All rights reserved.