Uses of Package
software.amazon.awscdk.services.stepfunctions.tasks

Classes in software.amazon.awscdk.services.stepfunctions.tasks used by software.amazon.awscdk.services.stepfunctions.tasks

Class and Description
ActionOnFailure The action to take when the cluster step fails.
AlgorithmSpecification Specify the training algorithm and algorithm-specific metadata.
AlgorithmSpecification.Builder A builder for AlgorithmSpecification
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.
Channel Describes the training, validation or test dataset and the Amazon S3 location where it is stored.
Channel.Builder A builder for Channel
CommonEcsRunTaskProps Basic properties for ECS Tasks.
CommonEcsRunTaskProps.Builder A builder for CommonEcsRunTaskProps
CompressionType Compression type of the data.
ContainerOverride A list of container overrides that specify the name of a container and the overrides it should receive.
ContainerOverride.Builder A builder for ContainerOverride
ContainerOverrides The overrides that should be sent to a container.
ContainerOverrides.Builder A builder for ContainerOverrides
DataSource Location of the channel data.
DataSource.Builder A builder for DataSource
DockerImage Creates `IDockerImage` instances.
DockerImageConfig Configuration for a using Docker image.
DockerImageConfig.Builder A builder for DockerImageConfig
DynamoAttribute Property for any key.
DynamoAttribute.Builder A builder for DynamoAttribute
DynamoAttributeValue Class to generate AttributeValue.
DynamoAttributeValueMap Map of string to AttributeValue.
DynamoAttributeValueMap.Builder A builder for DynamoAttributeValueMap
DynamoConsumedCapacity Determines the level of detail about provisioned throughput consumption that is returned.
DynamoDeleteItem A StepFunctions task to call DynamoDeleteItem.
DynamoDeleteItem.Builder A fluent builder for DynamoDeleteItem.
DynamoDeleteItemProps Properties for DynamoDeleteItem Task.
DynamoDeleteItemProps.Builder A builder for DynamoDeleteItemProps
DynamoGetItem A StepFunctions task to call DynamoGetItem.
DynamoGetItem.Builder A fluent builder for DynamoGetItem.
DynamoGetItemProps Properties for DynamoGetItem Task.
DynamoGetItemProps.Builder A builder for DynamoGetItemProps
DynamoItemCollectionMetrics Determines whether item collection metrics are returned.
DynamoProjectionExpression Class to generate projection expression.
DynamoPutItem A StepFunctions task to call DynamoPutItem.
DynamoPutItem.Builder A fluent builder for DynamoPutItem.
DynamoPutItemProps Properties for DynamoPutItem Task.
DynamoPutItemProps.Builder A builder for DynamoPutItemProps
DynamoReturnValues Use ReturnValues if you want to get the item attributes as they appear before or after they are changed.
DynamoUpdateItem A StepFunctions task to call DynamoUpdateItem.
DynamoUpdateItem.Builder A fluent builder for DynamoUpdateItem.
DynamoUpdateItemProps Properties for DynamoUpdateItem Task.
DynamoUpdateItemProps.Builder A builder for DynamoUpdateItemProps
EcsRunTaskBase A StepFunctions Task to run a Task on ECS or Fargate.
EcsRunTaskBase.Builder A fluent builder for EcsRunTaskBase.
EcsRunTaskBaseProps Construction properties for the BaseRunTaskProps.
EcsRunTaskBaseProps.Builder A builder for EcsRunTaskBaseProps
EmrAddStep A Step Functions Task to add a Step to an EMR Cluster.
EmrAddStep.Builder A fluent builder for EmrAddStep.
EmrAddStepProps Properties for EmrAddStep.
EmrAddStepProps.Builder A builder for EmrAddStepProps
EmrCancelStep A Step Functions Task to to cancel a Step on an EMR Cluster.
EmrCancelStep.Builder A fluent builder for EmrCancelStep.
EmrCancelStepProps Properties for EmrCancelStep.
EmrCancelStepProps.Builder A builder for EmrCancelStepProps
EmrCreateCluster A Step Functions Task to create an EMR Cluster.
EmrCreateCluster.ApplicationConfigProperty Properties for the EMR Cluster Applications.
EmrCreateCluster.ApplicationConfigProperty.Builder A builder for EmrCreateCluster.ApplicationConfigProperty
EmrCreateCluster.AutoScalingPolicyProperty An automatic scaling policy for a core instance group or task instance group in an Amazon EMR cluster.
EmrCreateCluster.AutoScalingPolicyProperty.Builder A builder for EmrCreateCluster.AutoScalingPolicyProperty
EmrCreateCluster.BootstrapActionConfigProperty Configuration of a bootstrap action.
EmrCreateCluster.BootstrapActionConfigProperty.Builder A builder for EmrCreateCluster.BootstrapActionConfigProperty
EmrCreateCluster.Builder A fluent builder for EmrCreateCluster.
EmrCreateCluster.CloudWatchAlarmComparisonOperator CloudWatch Alarm Comparison Operators.
EmrCreateCluster.CloudWatchAlarmDefinitionProperty The definition of a CloudWatch metric alarm, which determines when an automatic scaling activity is triggered.
EmrCreateCluster.CloudWatchAlarmDefinitionProperty.Builder A builder for EmrCreateCluster.CloudWatchAlarmDefinitionProperty
EmrCreateCluster.CloudWatchAlarmStatistic CloudWatch Alarm Statistics.
EmrCreateCluster.CloudWatchAlarmUnit CloudWatch Alarm Units.
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.ConfigurationProperty.Builder A builder for EmrCreateCluster.ConfigurationProperty
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.EbsBlockDeviceConfigProperty.Builder A builder for EmrCreateCluster.EbsBlockDeviceConfigProperty
EmrCreateCluster.EbsBlockDeviceVolumeType EBS Volume Types.
EmrCreateCluster.EbsConfigurationProperty The Amazon EBS configuration of a cluster instance.
EmrCreateCluster.EbsConfigurationProperty.Builder A builder for EmrCreateCluster.EbsConfigurationProperty
EmrCreateCluster.EmrClusterScaleDownBehavior Valid valus for the Cluster ScaleDownBehavior.
EmrCreateCluster.InstanceFleetConfigProperty The configuration that defines an instance fleet.
EmrCreateCluster.InstanceFleetConfigProperty.Builder A builder for EmrCreateCluster.InstanceFleetConfigProperty
EmrCreateCluster.InstanceFleetProvisioningSpecificationsProperty The launch specification for Spot instances in the fleet, which determines the defined duration and provisioning timeout behavior.
EmrCreateCluster.InstanceFleetProvisioningSpecificationsProperty.Builder A builder for EmrCreateCluster.InstanceFleetProvisioningSpecificationsProperty
EmrCreateCluster.InstanceGroupConfigProperty Configuration defining a new instance group.
EmrCreateCluster.InstanceGroupConfigProperty.Builder A builder for EmrCreateCluster.InstanceGroupConfigProperty
EmrCreateCluster.InstanceMarket EC2 Instance Market.
EmrCreateCluster.InstanceRoleType Instance Role Types.
EmrCreateCluster.InstancesConfigProperty A specification of the number and type of Amazon EC2 instances.
EmrCreateCluster.InstancesConfigProperty.Builder A builder for EmrCreateCluster.InstancesConfigProperty
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.InstanceTypeConfigProperty.Builder A builder for EmrCreateCluster.InstanceTypeConfigProperty
EmrCreateCluster.KerberosAttributesProperty Attributes for Kerberos configuration when Kerberos authentication is enabled using a security configuration.
EmrCreateCluster.KerberosAttributesProperty.Builder A builder for EmrCreateCluster.KerberosAttributesProperty
EmrCreateCluster.MetricDimensionProperty A CloudWatch dimension, which is specified using a Key (known as a Name in CloudWatch), Value pair.
EmrCreateCluster.MetricDimensionProperty.Builder A builder for EmrCreateCluster.MetricDimensionProperty
EmrCreateCluster.PlacementTypeProperty The Amazon EC2 Availability Zone configuration of the cluster (job flow).
EmrCreateCluster.PlacementTypeProperty.Builder A builder for EmrCreateCluster.PlacementTypeProperty
EmrCreateCluster.ScalingActionProperty The type of adjustment the automatic scaling activity makes when triggered, and the periodicity of the adjustment.
EmrCreateCluster.ScalingActionProperty.Builder A builder for EmrCreateCluster.ScalingActionProperty
EmrCreateCluster.ScalingAdjustmentType AutoScaling Adjustment Type.
EmrCreateCluster.ScalingConstraintsProperty The upper and lower EC2 instance limits for an automatic scaling policy.
EmrCreateCluster.ScalingConstraintsProperty.Builder A builder for EmrCreateCluster.ScalingConstraintsProperty
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.ScalingRuleProperty.Builder A builder for EmrCreateCluster.ScalingRuleProperty
EmrCreateCluster.ScalingTriggerProperty The conditions that trigger an automatic scaling activity and the definition of a CloudWatch metric alarm.
EmrCreateCluster.ScalingTriggerProperty.Builder A builder for EmrCreateCluster.ScalingTriggerProperty
EmrCreateCluster.ScriptBootstrapActionConfigProperty Configuration of the script to run during a bootstrap action.
EmrCreateCluster.ScriptBootstrapActionConfigProperty.Builder A builder for EmrCreateCluster.ScriptBootstrapActionConfigProperty
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.SimpleScalingPolicyConfigurationProperty.Builder A builder for EmrCreateCluster.SimpleScalingPolicyConfigurationProperty
EmrCreateCluster.SpotProvisioningSpecificationProperty The launch specification for Spot instances in the instance fleet, which determines the defined duration and provisioning timeout behavior.
EmrCreateCluster.SpotProvisioningSpecificationProperty.Builder A builder for EmrCreateCluster.SpotProvisioningSpecificationProperty
EmrCreateCluster.SpotTimeoutAction Spot Timeout Actions.
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.
EmrCreateCluster.VolumeSpecificationProperty.Builder A builder for EmrCreateCluster.VolumeSpecificationProperty
EmrCreateClusterProps Properties for EmrCreateCluster.
EmrCreateClusterProps.Builder A builder for EmrCreateClusterProps
EmrModifyInstanceFleetByName A Step Functions Task to to modify an InstanceFleet on an EMR Cluster.
EmrModifyInstanceFleetByName.Builder A fluent builder for EmrModifyInstanceFleetByName.
EmrModifyInstanceFleetByNameProps Properties for EmrModifyInstanceFleetByName.
EmrModifyInstanceFleetByNameProps.Builder A builder for EmrModifyInstanceFleetByNameProps
EmrModifyInstanceGroupByName A Step Functions Task to to modify an InstanceGroup on an EMR Cluster.
EmrModifyInstanceGroupByName.Builder A fluent builder for EmrModifyInstanceGroupByName.
EmrModifyInstanceGroupByName.InstanceGroupModifyConfigProperty Modify the size or configurations of an instance group.
EmrModifyInstanceGroupByName.InstanceGroupModifyConfigProperty.Builder A builder for EmrModifyInstanceGroupByName.InstanceGroupModifyConfigProperty
EmrModifyInstanceGroupByName.InstanceResizePolicyProperty Custom policy for requesting termination protection or termination of specific instances when shrinking an instance group.
EmrModifyInstanceGroupByName.InstanceResizePolicyProperty.Builder A builder for EmrModifyInstanceGroupByName.InstanceResizePolicyProperty
EmrModifyInstanceGroupByName.ShrinkPolicyProperty Policy for customizing shrink operations.
EmrModifyInstanceGroupByName.ShrinkPolicyProperty.Builder A builder for EmrModifyInstanceGroupByName.ShrinkPolicyProperty
EmrModifyInstanceGroupByNameProps Properties for EmrModifyInstanceGroupByName.
EmrModifyInstanceGroupByNameProps.Builder A builder for EmrModifyInstanceGroupByNameProps
EmrSetClusterTerminationProtection A Step Functions Task to to set Termination Protection on an EMR Cluster.
EmrSetClusterTerminationProtection.Builder A fluent builder for EmrSetClusterTerminationProtection.
EmrSetClusterTerminationProtectionProps Properties for EmrSetClusterTerminationProtection.
EmrSetClusterTerminationProtectionProps.Builder A builder for EmrSetClusterTerminationProtectionProps
EmrTerminateCluster A Step Functions Task to terminate an EMR Cluster.
EmrTerminateCluster.Builder A fluent builder for EmrTerminateCluster.
EmrTerminateClusterProps Properties for EmrTerminateCluster.
EmrTerminateClusterProps.Builder A builder for EmrTerminateClusterProps
EvaluateExpression A Step Functions Task to evaluate an expression.
EvaluateExpression.Builder A fluent builder for EvaluateExpression.
EvaluateExpressionProps Properties for EvaluateExpression.
EvaluateExpressionProps.Builder A builder for EvaluateExpressionProps
InputMode Input mode that the algorithm supports.
InvocationType Invocation type of a Lambda.
InvokeActivity A Step Functions Task to invoke an Activity worker.
InvokeActivity.Builder A fluent builder for InvokeActivity.
InvokeActivityProps Properties for FunctionTask.
InvokeActivityProps.Builder A builder for InvokeActivityProps
InvokeFunction Deprecated. Use `LambdaInvoke`
InvokeFunction.Builder Deprecated.
InvokeFunctionProps Deprecated. use `LambdaInvoke`
InvokeFunctionProps.Builder Deprecated.
ISageMakerTask Task to train a machine learning model using Amazon SageMaker.
JobDependency An object representing an AWS Batch job dependency.
JobDependency.Builder A builder for JobDependency
LambdaInvocationType Invocation type of a Lambda.
LambdaInvoke Invoke a Lambda function as a Task.
LambdaInvoke.Builder A fluent builder for LambdaInvoke.
LambdaInvokeProps Properties for invoking a Lambda function with LambdaInvoke.
LambdaInvokeProps.Builder A builder for LambdaInvokeProps
MetricDefinition Specifies the metric name and regular expressions used to parse algorithm logs.
MetricDefinition.Builder A builder for MetricDefinition
OutputDataConfig Configures the S3 bucket where SageMaker will save the result of model training.
OutputDataConfig.Builder A builder for OutputDataConfig
PublishToTopic Deprecated. Use `SnsPublish`
PublishToTopic.Builder Deprecated.
PublishToTopicProps Deprecated. Use `SnsPublish`
PublishToTopicProps.Builder Deprecated.
RecordWrapperType Define the format of the input data.
ResourceConfig Specifies the resources, ML compute instances, and ML storage volumes to deploy for model training.
ResourceConfig.Builder A builder for ResourceConfig
RunBatchJob A Step Functions Task to run AWS Batch.
RunBatchJob.Builder A fluent builder for RunBatchJob.
RunBatchJobProps Properties for RunBatchJob.
RunBatchJobProps.Builder A builder for RunBatchJobProps
RunEcsEc2Task Run an ECS/EC2 Task in a StepFunctions workflow.
RunEcsEc2Task.Builder A fluent builder for RunEcsEc2Task.
RunEcsEc2TaskProps Properties to run an ECS task on EC2 in StepFunctionsan ECS.
RunEcsEc2TaskProps.Builder A builder for RunEcsEc2TaskProps
RunEcsFargateTask Start a service on an ECS cluster.
RunEcsFargateTask.Builder A fluent builder for RunEcsFargateTask.
RunEcsFargateTaskProps Properties to define an ECS service.
RunEcsFargateTaskProps.Builder A builder for RunEcsFargateTaskProps
RunGlueJobTask Invoke a Glue job as a Task.
RunGlueJobTask.Builder A fluent builder for RunGlueJobTask.
RunGlueJobTaskProps Properties for RunGlueJobTask.
RunGlueJobTaskProps.Builder A builder for RunGlueJobTaskProps
RunLambdaTask Deprecated. Use `LambdaInvoke`
RunLambdaTask.Builder Deprecated.
RunLambdaTaskProps Deprecated. Use `LambdaInvoke`
RunLambdaTaskProps.Builder Deprecated.
S3DataDistributionType S3 Data Distribution Type.
S3DataSource S3 location of the channel data.
S3DataSource.Builder A builder for S3DataSource
S3DataType S3 Data Type.
S3Location Constructs `IS3Location` objects.
S3LocationBindOptions Options for binding an S3 Location.
S3LocationBindOptions.Builder A builder for S3LocationBindOptions
S3LocationConfig Stores information about the location of an object in Amazon S3.
S3LocationConfig.Builder A builder for S3LocationConfig
SagemakerTrainTask Class representing the SageMaker Create Training Job task.
SagemakerTrainTask.Builder A fluent builder for SagemakerTrainTask.
SagemakerTrainTaskProps Properties for creating an Amazon SageMaker training job.
SagemakerTrainTaskProps.Builder A builder for SagemakerTrainTaskProps
SagemakerTransformProps Properties for creating an Amazon SageMaker training job task.
SagemakerTransformProps.Builder A builder for SagemakerTransformProps
SagemakerTransformTask Class representing the SageMaker Create Training Job task.
SagemakerTransformTask.Builder A fluent builder for SagemakerTransformTask.
SendToQueue Deprecated. Use `SqsSendMessage`
SendToQueue.Builder Deprecated.
SendToQueueProps Deprecated. Use `SqsSendMessage`
SendToQueueProps.Builder Deprecated.
ShuffleConfig Configuration for a shuffle option for input data in a channel.
ShuffleConfig.Builder A builder for ShuffleConfig
SnsPublish A Step Functions Task to publish messages to SNS topic.
SnsPublish.Builder A fluent builder for SnsPublish.
SnsPublishProps Properties for publishing a message to an SNS topic.
SnsPublishProps.Builder A builder for SnsPublishProps
SplitType Method to use to split the transform job's data files into smaller batches.
SqsSendMessage A StepFunctions Task to send messages to SQS queue.
SqsSendMessage.Builder A fluent builder for SqsSendMessage.
SqsSendMessageProps Properties for sending a message to an SQS queue.
SqsSendMessageProps.Builder A builder for SqsSendMessageProps
StartExecution A Step Functions Task to call StartExecution on another state machine.
StartExecution.Builder A fluent builder for StartExecution.
StartExecutionProps Properties for StartExecution.
StartExecutionProps.Builder A builder for StartExecutionProps
StoppingCondition Specifies a limit to how long a model training job can run.
StoppingCondition.Builder A builder for StoppingCondition
TaskEnvironmentVariable An environment variable to be set in the container run as a task.
TaskEnvironmentVariable.Builder A builder for TaskEnvironmentVariable
TransformDataSource S3 location of the input data that the model can consume.
TransformDataSource.Builder A builder for TransformDataSource
TransformInput Dataset to be transformed and the Amazon S3 location where it is stored.
TransformInput.Builder A builder for TransformInput
TransformOutput S3 location where you want Amazon SageMaker to save the results from the transform job.
TransformOutput.Builder A builder for TransformOutput
TransformResources ML compute instances for the transform job.
TransformResources.Builder A builder for TransformResources
TransformS3DataSource Location of the channel data.
TransformS3DataSource.Builder A builder for TransformS3DataSource
VpcConfig Specifies the VPC that you want your Amazon SageMaker training job to connect to.
VpcConfig.Builder A builder for VpcConfig