Interface ProcessingClusterConfig.Builder
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- All Superinterfaces:
Buildable
,CopyableBuilder<ProcessingClusterConfig.Builder,ProcessingClusterConfig>
,SdkBuilder<ProcessingClusterConfig.Builder,ProcessingClusterConfig>
,SdkPojo
- Enclosing class:
- ProcessingClusterConfig
public static interface ProcessingClusterConfig.Builder extends SdkPojo, CopyableBuilder<ProcessingClusterConfig.Builder,ProcessingClusterConfig>
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description ProcessingClusterConfig.Builder
instanceCount(Integer instanceCount)
The number of ML compute instances to use in the processing job.ProcessingClusterConfig.Builder
instanceType(String instanceType)
The ML compute instance type for the processing job.ProcessingClusterConfig.Builder
instanceType(ProcessingInstanceType instanceType)
The ML compute instance type for the processing job.ProcessingClusterConfig.Builder
volumeKmsKeyId(String volumeKmsKeyId)
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.ProcessingClusterConfig.Builder
volumeSizeInGB(Integer volumeSizeInGB)
The size of the ML storage volume in gigabytes that you want to provision.-
Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
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Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
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Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Detail
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instanceCount
ProcessingClusterConfig.Builder instanceCount(Integer instanceCount)
The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
- Parameters:
instanceCount
- The number of ML compute instances to use in the processing job. For distributed processing jobs, specify a value greater than 1. The default value is 1.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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instanceType
ProcessingClusterConfig.Builder instanceType(String instanceType)
The ML compute instance type for the processing job.
- Parameters:
instanceType
- The ML compute instance type for the processing job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ProcessingInstanceType
,ProcessingInstanceType
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instanceType
ProcessingClusterConfig.Builder instanceType(ProcessingInstanceType instanceType)
The ML compute instance type for the processing job.
- Parameters:
instanceType
- The ML compute instance type for the processing job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ProcessingInstanceType
,ProcessingInstanceType
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volumeSizeInGB
ProcessingClusterConfig.Builder volumeSizeInGB(Integer volumeSizeInGB)
The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.
Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a
VolumeSizeInGB
greater than the total size of the local instance storage.For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.
- Parameters:
volumeSizeInGB
- The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a
VolumeSizeInGB
greater than the total size of the local instance storage.For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.
- Returns:
- Returns a reference to this object so that method calls can be chained together.
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volumeKmsKeyId
ProcessingClusterConfig.Builder volumeKmsKeyId(String volumeKmsKeyId)
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.
Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a
VolumeKmsKeyId
when using an instance type with local storage.For a list of instance types that support local instance storage, see Instance Store Volumes.
For more information about local instance storage encryption, see SSD Instance Store Volumes.
- Parameters:
volumeKmsKeyId
- The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a
VolumeKmsKeyId
when using an instance type with local storage.For a list of instance types that support local instance storage, see Instance Store Volumes.
For more information about local instance storage encryption, see SSD Instance Store Volumes.
- Returns:
- Returns a reference to this object so that method calls can be chained together.
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