com.amazonaws.services.glue.model

Class CreateMLTransformRequest

java.lang.Object

com.amazonaws.AmazonWebServiceRequest

com.amazonaws.services.glue.model.CreateMLTransformRequest

All Implemented Interfaces:

HandlerContextAware, ReadLimitInfo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class CreateMLTransformRequest
extends AmazonWebServiceRequest
implements Serializable, Cloneable

See Also:

AWS API Documentation, Serialized Form

Field Summary

Fields inherited from class com.amazonaws.AmazonWebServiceRequest

NOOP

Constructor Summary

Constructors

Constructor and Description
CreateMLTransformRequest()

Method Summary

Modifier and Type	Method and Description
CreateMLTransformRequest	clone() Creates a shallow clone of this object for all fields except the handler context.
boolean	equals(Object obj)
String	getDescription() A description of the machine learning transform that is being defined.
String	getGlueVersion() This value determines which version of AWS Glue this machine learning transform is compatible with.
List<GlueTable>	getInputRecordTables() A list of AWS Glue table definitions used by the transform.
Double	getMaxCapacity() The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform.
Integer	getMaxRetries() The maximum number of times to retry a task for this transform after a task run fails.
String	getName() The unique name that you give the transform when you create it.
Integer	getNumberOfWorkers() The number of workers of a defined workerType that are allocated when this task runs.
TransformParameters	getParameters() The algorithmic parameters that are specific to the transform type used.
String	getRole() The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
Integer	getTimeout() The timeout of the task run for this transform in minutes.
String	getWorkerType() The type of predefined worker that is allocated when this task runs.
int	hashCode()
void	setDescription(String description) A description of the machine learning transform that is being defined.
void	setGlueVersion(String glueVersion) This value determines which version of AWS Glue this machine learning transform is compatible with.
void	setInputRecordTables(Collection<GlueTable> inputRecordTables) A list of AWS Glue table definitions used by the transform.
void	setMaxCapacity(Double maxCapacity) The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform.
void	setMaxRetries(Integer maxRetries) The maximum number of times to retry a task for this transform after a task run fails.
void	setName(String name) The unique name that you give the transform when you create it.
void	setNumberOfWorkers(Integer numberOfWorkers) The number of workers of a defined workerType that are allocated when this task runs.
void	setParameters(TransformParameters parameters) The algorithmic parameters that are specific to the transform type used.
void	setRole(String role) The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
void	setTimeout(Integer timeout) The timeout of the task run for this transform in minutes.
void	setWorkerType(String workerType) The type of predefined worker that is allocated when this task runs.
String	toString() Returns a string representation of this object.
CreateMLTransformRequest	withDescription(String description) A description of the machine learning transform that is being defined.
CreateMLTransformRequest	withGlueVersion(String glueVersion) This value determines which version of AWS Glue this machine learning transform is compatible with.
CreateMLTransformRequest	withInputRecordTables(Collection<GlueTable> inputRecordTables) A list of AWS Glue table definitions used by the transform.
CreateMLTransformRequest	withInputRecordTables(GlueTable... inputRecordTables) A list of AWS Glue table definitions used by the transform.
CreateMLTransformRequest	withMaxCapacity(Double maxCapacity) The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform.
CreateMLTransformRequest	withMaxRetries(Integer maxRetries) The maximum number of times to retry a task for this transform after a task run fails.
CreateMLTransformRequest	withName(String name) The unique name that you give the transform when you create it.
CreateMLTransformRequest	withNumberOfWorkers(Integer numberOfWorkers) The number of workers of a defined workerType that are allocated when this task runs.
CreateMLTransformRequest	withParameters(TransformParameters parameters) The algorithmic parameters that are specific to the transform type used.
CreateMLTransformRequest	withRole(String role) The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
CreateMLTransformRequest	withTimeout(Integer timeout) The timeout of the task run for this transform in minutes.
CreateMLTransformRequest	withWorkerType(String workerType) The type of predefined worker that is allocated when this task runs.
CreateMLTransformRequest	withWorkerType(WorkerType workerType) The type of predefined worker that is allocated when this task runs.

Methods inherited from class com.amazonaws.AmazonWebServiceRequest

addHandlerContext, getCloneRoot, getCloneSource, getCustomQueryParameters, getCustomRequestHeaders, getGeneralProgressListener, getHandlerContext, getReadLimit, getRequestClientOptions, getRequestCredentials, getRequestCredentialsProvider, getRequestMetricCollector, getSdkClientExecutionTimeout, getSdkRequestTimeout, putCustomQueryParameter, putCustomRequestHeader, setGeneralProgressListener, setRequestCredentials, setRequestCredentialsProvider, setRequestMetricCollector, setSdkClientExecutionTimeout, setSdkRequestTimeout, withGeneralProgressListener, withRequestCredentialsProvider, withRequestMetricCollector, withSdkClientExecutionTimeout, withSdkRequestTimeout

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

CreateMLTransformRequest

public CreateMLTransformRequest()

Method Detail

setName

public void setName(String name)

The unique name that you give the transform when you create it.

Parameters:

name - The unique name that you give the transform when you create it.

getName

public String getName()

The unique name that you give the transform when you create it.

Returns:

The unique name that you give the transform when you create it.

withName

public CreateMLTransformRequest withName(String name)

The unique name that you give the transform when you create it.

Parameters:

name - The unique name that you give the transform when you create it.

Returns:

Returns a reference to this object so that method calls can be chained together.

setDescription

public void setDescription(String description)

A description of the machine learning transform that is being defined. The default is an empty string.

Parameters:

description - A description of the machine learning transform that is being defined. The default is an empty string.

getDescription

public String getDescription()

A description of the machine learning transform that is being defined. The default is an empty string.

Returns:

A description of the machine learning transform that is being defined. The default is an empty string.

withDescription

public CreateMLTransformRequest withDescription(String description)

A description of the machine learning transform that is being defined. The default is an empty string.

Parameters:

description - A description of the machine learning transform that is being defined. The default is an empty string.

Returns:

Returns a reference to this object so that method calls can be chained together.

getInputRecordTables

public List<GlueTable> getInputRecordTables()

A list of AWS Glue table definitions used by the transform.

Returns:

A list of AWS Glue table definitions used by the transform.

setInputRecordTables

public void setInputRecordTables(Collection<GlueTable> inputRecordTables)

A list of AWS Glue table definitions used by the transform.

Parameters:

inputRecordTables - A list of AWS Glue table definitions used by the transform.

withInputRecordTables

public CreateMLTransformRequest withInputRecordTables(GlueTable... inputRecordTables)

A list of AWS Glue table definitions used by the transform.

NOTE: This method appends the values to the existing list (if any). Use setInputRecordTables(java.util.Collection) or withInputRecordTables(java.util.Collection) if you want to override the existing values.

Parameters:

inputRecordTables - A list of AWS Glue table definitions used by the transform.

Returns:

Returns a reference to this object so that method calls can be chained together.

withInputRecordTables

public CreateMLTransformRequest withInputRecordTables(Collection<GlueTable> inputRecordTables)

A list of AWS Glue table definitions used by the transform.

Parameters:

inputRecordTables - A list of AWS Glue table definitions used by the transform.

Returns:

Returns a reference to this object so that method calls can be chained together.

setParameters

public void setParameters(TransformParameters parameters)

The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.

Parameters:

parameters - The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.

getParameters

public TransformParameters getParameters()

The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.

Returns:

The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.

withParameters

public CreateMLTransformRequest withParameters(TransformParameters parameters)

The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.

Parameters:

parameters - The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.

Returns:

Returns a reference to this object so that method calls can be chained together.

setRole

public void setRole(String role)

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both AWS Glue service role permissions to AWS Glue resources, and Amazon S3 permissions required by the transform.

• This role needs AWS Glue service role permissions to allow access to resources in AWS Glue. See Attach a Policy to IAM Users That Access AWS Glue.

• This role needs permission to your Amazon Simple Storage Service (Amazon S3) sources, targets, temporary directory, scripts, and any libraries used by the task run for this transform.

Parameters:

role - The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both AWS Glue service role permissions to AWS Glue resources, and Amazon S3 permissions required by the transform.

• This role needs AWS Glue service role permissions to allow access to resources in AWS Glue. See Attach a Policy to IAM Users That Access AWS Glue.

• This role needs permission to your Amazon Simple Storage Service (Amazon S3) sources, targets, temporary directory, scripts, and any libraries used by the task run for this transform.

getRole

public String getRole()

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both AWS Glue service role permissions to AWS Glue resources, and Amazon S3 permissions required by the transform.

• This role needs AWS Glue service role permissions to allow access to resources in AWS Glue. See Attach a Policy to IAM Users That Access AWS Glue.

• This role needs permission to your Amazon Simple Storage Service (Amazon S3) sources, targets, temporary directory, scripts, and any libraries used by the task run for this transform.

Returns:

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both AWS Glue service role permissions to AWS Glue resources, and Amazon S3 permissions required by the transform.

• This role needs AWS Glue service role permissions to allow access to resources in AWS Glue. See Attach a Policy to IAM Users That Access AWS Glue.

• This role needs permission to your Amazon Simple Storage Service (Amazon S3) sources, targets, temporary directory, scripts, and any libraries used by the task run for this transform.

withRole

public CreateMLTransformRequest withRole(String role)

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both AWS Glue service role permissions to AWS Glue resources, and Amazon S3 permissions required by the transform.

• This role needs AWS Glue service role permissions to allow access to resources in AWS Glue. See Attach a Policy to IAM Users That Access AWS Glue.

• This role needs permission to your Amazon Simple Storage Service (Amazon S3) sources, targets, temporary directory, scripts, and any libraries used by the task run for this transform.

Parameters:

role - The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both AWS Glue service role permissions to AWS Glue resources, and Amazon S3 permissions required by the transform.

• This role needs AWS Glue service role permissions to allow access to resources in AWS Glue. See Attach a Policy to IAM Users That Access AWS Glue.

• This role needs permission to your Amazon Simple Storage Service (Amazon S3) sources, targets, temporary directory, scripts, and any libraries used by the task run for this transform.

Returns:

Returns a reference to this object so that method calls can be chained together.

setGlueVersion

public void setGlueVersion(String glueVersion)

This value determines which version of AWS Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see AWS Glue Versions in the developer guide.

Parameters:

glueVersion - This value determines which version of AWS Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see AWS Glue Versions in the developer guide.

getGlueVersion

public String getGlueVersion()

This value determines which version of AWS Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see AWS Glue Versions in the developer guide.

Returns:

This value determines which version of AWS Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see AWS Glue Versions in the developer guide.

withGlueVersion

public CreateMLTransformRequest withGlueVersion(String glueVersion)

This value determines which version of AWS Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see AWS Glue Versions in the developer guide.

Parameters:

glueVersion - This value determines which version of AWS Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see AWS Glue Versions in the developer guide.

Returns:

Returns a reference to this object so that method calls can be chained together.

setMaxCapacity

public void setMaxCapacity(Double maxCapacity)

The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the AWS Glue pricing page.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

Parameters:

maxCapacity - The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the AWS Glue pricing page.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

getMaxCapacity

public Double getMaxCapacity()

The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the AWS Glue pricing page.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

Returns:

The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the AWS Glue pricing page.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

withMaxCapacity

public CreateMLTransformRequest withMaxCapacity(Double maxCapacity)

The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the AWS Glue pricing page.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

Parameters:

maxCapacity - The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the AWS Glue pricing page.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

Returns:

Returns a reference to this object so that method calls can be chained together.

setWorkerType

public void setWorkerType(String workerType)

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

Parameters:

workerType - The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

See Also:

WorkerType

getWorkerType

public String getWorkerType()

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

Returns:

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

See Also:

WorkerType

withWorkerType

public CreateMLTransformRequest withWorkerType(String workerType)

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

Parameters:

workerType - The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

WorkerType

withWorkerType

public CreateMLTransformRequest withWorkerType(WorkerType workerType)

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

Parameters:

workerType - The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

• For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

• For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

• For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

MaxCapacity is a mutually exclusive option with NumberOfWorkers and WorkerType.

• If either NumberOfWorkers or WorkerType is set, then MaxCapacity cannot be set.

• If MaxCapacity is set then neither NumberOfWorkers or WorkerType can be set.

• If WorkerType is set, then NumberOfWorkers is required (and vice versa).

• MaxCapacity and NumberOfWorkers must both be at least 1.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

WorkerType

setNumberOfWorkers

public void setNumberOfWorkers(Integer numberOfWorkers)

The number of workers of a defined workerType that are allocated when this task runs.

If WorkerType is set, then NumberOfWorkers is required (and vice versa).

Parameters:

numberOfWorkers - The number of workers of a defined workerType that are allocated when this task runs.

If WorkerType is set, then NumberOfWorkers is required (and vice versa).

getNumberOfWorkers

public Integer getNumberOfWorkers()

The number of workers of a defined workerType that are allocated when this task runs.

If WorkerType is set, then NumberOfWorkers is required (and vice versa).

Returns:

The number of workers of a defined workerType that are allocated when this task runs.

If WorkerType is set, then NumberOfWorkers is required (and vice versa).

withNumberOfWorkers

public CreateMLTransformRequest withNumberOfWorkers(Integer numberOfWorkers)

The number of workers of a defined workerType that are allocated when this task runs.

If WorkerType is set, then NumberOfWorkers is required (and vice versa).

Parameters:

numberOfWorkers - The number of workers of a defined workerType that are allocated when this task runs.

If WorkerType is set, then NumberOfWorkers is required (and vice versa).

Returns:

Returns a reference to this object so that method calls can be chained together.

setTimeout

public void setTimeout(Integer timeout)

The timeout of the task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

Parameters:

timeout - The timeout of the task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

getTimeout

public Integer getTimeout()

The timeout of the task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

Returns:

The timeout of the task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

withTimeout

public CreateMLTransformRequest withTimeout(Integer timeout)

The timeout of the task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

Parameters:

timeout - The timeout of the task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

Returns:

Returns a reference to this object so that method calls can be chained together.

setMaxRetries

public void setMaxRetries(Integer maxRetries)

The maximum number of times to retry a task for this transform after a task run fails.

Parameters:

maxRetries - The maximum number of times to retry a task for this transform after a task run fails.

getMaxRetries

public Integer getMaxRetries()

The maximum number of times to retry a task for this transform after a task run fails.

Returns:

The maximum number of times to retry a task for this transform after a task run fails.

withMaxRetries

public CreateMLTransformRequest withMaxRetries(Integer maxRetries)

The maximum number of times to retry a task for this transform after a task run fails.

Parameters:

maxRetries - The maximum number of times to retry a task for this transform after a task run fails.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public CreateMLTransformRequest clone()

Description copied from class: AmazonWebServiceRequest

Creates a shallow clone of this object for all fields except the handler context. Explicitly does not clone the deep structure of the other fields in the message.

Overrides:

clone in class AmazonWebServiceRequest

See Also:

Object.clone()