public static interface CreateMlTransformRequest.Builder extends GlueRequest.Builder, SdkPojo, CopyableBuilder<CreateMlTransformRequest.Builder,CreateMlTransformRequest>
| Modifier and Type | Method and Description |
|---|---|
CreateMlTransformRequest.Builder |
description(String description)
A description of the machine learning transform that is being defined.
|
CreateMlTransformRequest.Builder |
glueVersion(String glueVersion)
This value determines which version of Glue this machine learning transform is compatible with.
|
CreateMlTransformRequest.Builder |
inputRecordTables(Collection<GlueTable> inputRecordTables)
A list of Glue table definitions used by the transform.
|
CreateMlTransformRequest.Builder |
inputRecordTables(Consumer<GlueTable.Builder>... inputRecordTables)
A list of Glue table definitions used by the transform.
|
CreateMlTransformRequest.Builder |
inputRecordTables(GlueTable... inputRecordTables)
A list of Glue table definitions used by the transform.
|
CreateMlTransformRequest.Builder |
maxCapacity(Double maxCapacity)
The number of Glue data processing units (DPUs) that are allocated to task runs for this transform.
|
CreateMlTransformRequest.Builder |
maxRetries(Integer maxRetries)
The maximum number of times to retry a task for this transform after a task run fails.
|
CreateMlTransformRequest.Builder |
name(String name)
The unique name that you give the transform when you create it.
|
CreateMlTransformRequest.Builder |
numberOfWorkers(Integer numberOfWorkers)
The number of workers of a defined
workerType that are allocated when this task runs. |
CreateMlTransformRequest.Builder |
overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration) |
CreateMlTransformRequest.Builder |
overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer) |
default CreateMlTransformRequest.Builder |
parameters(Consumer<TransformParameters.Builder> parameters)
The algorithmic parameters that are specific to the transform type used.
|
CreateMlTransformRequest.Builder |
parameters(TransformParameters parameters)
The algorithmic parameters that are specific to the transform type used.
|
CreateMlTransformRequest.Builder |
role(String role)
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
|
CreateMlTransformRequest.Builder |
tags(Map<String,String> tags)
The tags to use with this machine learning transform.
|
CreateMlTransformRequest.Builder |
timeout(Integer timeout)
The timeout of the task run for this transform in minutes.
|
default CreateMlTransformRequest.Builder |
transformEncryption(Consumer<TransformEncryption.Builder> transformEncryption)
The encryption-at-rest settings of the transform that apply to accessing user data.
|
CreateMlTransformRequest.Builder |
transformEncryption(TransformEncryption transformEncryption)
The encryption-at-rest settings of the transform that apply to accessing user data.
|
CreateMlTransformRequest.Builder |
workerType(String workerType)
The type of predefined worker that is allocated when this task runs.
|
CreateMlTransformRequest.Builder |
workerType(WorkerType workerType)
The type of predefined worker that is allocated when this task runs.
|
buildoverrideConfigurationequalsBySdkFields, sdkFieldscopyapplyMutation, buildCreateMlTransformRequest.Builder name(String name)
The unique name that you give the transform when you create it.
name - The unique name that you give the transform when you create it.CreateMlTransformRequest.Builder description(String description)
A description of the machine learning transform that is being defined. The default is an empty string.
description - A description of the machine learning transform that is being defined. The default is an empty string.CreateMlTransformRequest.Builder inputRecordTables(Collection<GlueTable> inputRecordTables)
A list of Glue table definitions used by the transform.
inputRecordTables - A list of Glue table definitions used by the transform.CreateMlTransformRequest.Builder inputRecordTables(GlueTable... inputRecordTables)
A list of Glue table definitions used by the transform.
inputRecordTables - A list of Glue table definitions used by the transform.CreateMlTransformRequest.Builder inputRecordTables(Consumer<GlueTable.Builder>... inputRecordTables)
A list of Glue table definitions used by the transform.
This is a convenience method that creates an instance of theGlueTable.Builder avoiding the need to create one manually
via GlueTable.builder().
When the Consumer completes,
SdkBuilder.build() is called immediately and its
result is passed to #inputRecordTables(List.
inputRecordTables - a consumer that will call methods on
GlueTable.Builder#inputRecordTables(java.util.Collection) CreateMlTransformRequest.Builder parameters(TransformParameters parameters)
The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.
parameters - The algorithmic parameters that are specific to the transform type used. Conditionally dependent on
the transform type.default CreateMlTransformRequest.Builder parameters(Consumer<TransformParameters.Builder> parameters)
The algorithmic parameters that are specific to the transform type used. Conditionally dependent on the transform type.
This is a convenience method that creates an instance of theTransformParameters.Builder avoiding the
need to create one manually via TransformParameters.builder().
When the Consumer completes, SdkBuilder.build() is called immediately and
its result is passed to parameters(TransformParameters).
parameters - a consumer that will call methods on TransformParameters.Builderparameters(TransformParameters)CreateMlTransformRequest.Builder role(String role)
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required permissions include both Glue service role permissions to Glue resources, and Amazon S3 permissions required by the transform.
This role needs Glue service role permissions to allow access to resources in Glue. See Attach a Policy to IAM Users That Access 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.
role - The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. The required
permissions include both Glue service role permissions to Glue resources, and Amazon S3 permissions
required by the transform.
This role needs Glue service role permissions to allow access to resources in Glue. See Attach a Policy to IAM Users That Access 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.
CreateMlTransformRequest.Builder glueVersion(String glueVersion)
This value determines which version of 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 Glue Versions in the developer guide.
glueVersion - This value determines which version of 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 Glue
Versions in the developer guide.CreateMlTransformRequest.Builder maxCapacity(Double maxCapacity)
The number of 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 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.
maxCapacity - The number of 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
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.
CreateMlTransformRequest.Builder workerType(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.
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.
WorkerType,
WorkerTypeCreateMlTransformRequest.Builder workerType(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.
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.
WorkerType,
WorkerTypeCreateMlTransformRequest.Builder numberOfWorkers(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).
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).
CreateMlTransformRequest.Builder timeout(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).
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).CreateMlTransformRequest.Builder maxRetries(Integer maxRetries)
The maximum number of times to retry a task for this transform after a task run fails.
maxRetries - The maximum number of times to retry a task for this transform after a task run fails.CreateMlTransformRequest.Builder tags(Map<String,String> tags)
The tags to use with this machine learning transform. You may use tags to limit access to the machine learning transform. For more information about tags in Glue, see Amazon Web Services Tags in Glue in the developer guide.
tags - The tags to use with this machine learning transform. You may use tags to limit access to the machine
learning transform. For more information about tags in Glue, see Amazon Web Services Tags in
Glue in the developer guide.CreateMlTransformRequest.Builder transformEncryption(TransformEncryption transformEncryption)
The encryption-at-rest settings of the transform that apply to accessing user data. Machine learning transforms can access user data encrypted in Amazon S3 using KMS.
transformEncryption - The encryption-at-rest settings of the transform that apply to accessing user data. Machine learning
transforms can access user data encrypted in Amazon S3 using KMS.default CreateMlTransformRequest.Builder transformEncryption(Consumer<TransformEncryption.Builder> transformEncryption)
The encryption-at-rest settings of the transform that apply to accessing user data. Machine learning transforms can access user data encrypted in Amazon S3 using KMS.
This is a convenience method that creates an instance of theTransformEncryption.Builder avoiding the
need to create one manually via TransformEncryption.builder().
When the Consumer completes, SdkBuilder.build() is called immediately and
its result is passed to transformEncryption(TransformEncryption).
transformEncryption - a consumer that will call methods on TransformEncryption.BuildertransformEncryption(TransformEncryption)CreateMlTransformRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)
overrideConfiguration in interface AwsRequest.BuilderCreateMlTransformRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)
overrideConfiguration in interface AwsRequest.BuilderCopyright © 2023. All rights reserved.