Class CreateMlTransformRequest
- All Implemented Interfaces:
SdkPojo
,ToCopyableBuilder<CreateMlTransformRequest.Builder,
CreateMlTransformRequest>
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionbuilder()
final String
A description of the machine learning transform that is being defined.final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) Used to retrieve the value of a field from any class that extendsSdkRequest
.final String
This value determines which version of Glue this machine learning transform is compatible with.final int
hashCode()
final boolean
For responses, this returns true if the service returned a value for the InputRecordTables property.final boolean
hasTags()
For responses, this returns true if the service returned a value for the Tags property.A list of Glue table definitions used by the transform.final Double
The number of Glue data processing units (DPUs) that are allocated to task runs for this transform.final Integer
The maximum number of times to retry a task for this transform after a task run fails.final String
name()
The unique name that you give the transform when you create it.final Integer
The number of workers of a definedworkerType
that are allocated when this task runs.final TransformParameters
The algorithmic parameters that are specific to the transform type used.final String
role()
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.static Class
<? extends CreateMlTransformRequest.Builder> tags()
The tags to use with this machine learning transform.final Integer
timeout()
The timeout of the task run for this transform in minutes.Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.final TransformEncryption
The encryption-at-rest settings of the transform that apply to accessing user data.final WorkerType
The type of predefined worker that is allocated when this task runs.final String
The type of predefined worker that is allocated when this task runs.Methods inherited from class software.amazon.awssdk.awscore.AwsRequest
overrideConfiguration
Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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name
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.
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description
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.
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hasInputRecordTables
public final boolean hasInputRecordTables()For responses, this returns true if the service returned a value for the InputRecordTables property. This DOES NOT check that the value is non-empty (for which, you should check theisEmpty()
method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified. -
inputRecordTables
A list of Glue table definitions used by the transform.
Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the
hasInputRecordTables()
method.- Returns:
- A list of Glue table definitions used by the transform.
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parameters
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.
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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.
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This role needs Glue service role permissions to allow access to resources in Glue. See Attach a Policy to IAM Users That Access Glue.
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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 Glue service role permissions to Glue resources, and Amazon S3 permissions
required by the transform.
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This role needs Glue service role permissions to allow access to resources in Glue. See Attach a Policy to IAM Users That Access Glue.
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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.
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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.
- Returns:
- 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.
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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 withNumberOfWorkers
andWorkerType
.-
If either
NumberOfWorkers
orWorkerType
is set, thenMaxCapacity
cannot be set. -
If
MaxCapacity
is set then neitherNumberOfWorkers
orWorkerType
can be set. -
If
WorkerType
is set, thenNumberOfWorkers
is required (and vice versa). -
MaxCapacity
andNumberOfWorkers
must both be at least 1.
When the
WorkerType
field is set to a value other thanStandard
, theMaxCapacity
field is set automatically and becomes read-only.When the
WorkerType
field is set to a value other thanStandard
, theMaxCapacity
field is set automatically and becomes read-only.- Returns:
- 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 withNumberOfWorkers
andWorkerType
.-
If either
NumberOfWorkers
orWorkerType
is set, thenMaxCapacity
cannot be set. -
If
MaxCapacity
is set then neitherNumberOfWorkers
orWorkerType
can be set. -
If
WorkerType
is set, thenNumberOfWorkers
is required (and vice versa). -
MaxCapacity
andNumberOfWorkers
must both be at least 1.
When the
WorkerType
field is set to a value other thanStandard
, theMaxCapacity
field is set automatically and becomes read-only.When the
WorkerType
field is set to a value other thanStandard
, theMaxCapacity
field is set automatically and becomes read-only. -
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workerType
The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.
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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 withNumberOfWorkers
andWorkerType
.-
If either
NumberOfWorkers
orWorkerType
is set, thenMaxCapacity
cannot be set. -
If
MaxCapacity
is set then neitherNumberOfWorkers
orWorkerType
can be set. -
If
WorkerType
is set, thenNumberOfWorkers
is required (and vice versa). -
MaxCapacity
andNumberOfWorkers
must both be at least 1.
If the service returns an enum value that is not available in the current SDK version,
workerType
will returnWorkerType.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromworkerTypeAsString()
.- 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 withNumberOfWorkers
andWorkerType
.-
If either
NumberOfWorkers
orWorkerType
is set, thenMaxCapacity
cannot be set. -
If
MaxCapacity
is set then neitherNumberOfWorkers
orWorkerType
can be set. -
If
WorkerType
is set, thenNumberOfWorkers
is required (and vice versa). -
MaxCapacity
andNumberOfWorkers
must both be at least 1.
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- See Also:
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workerTypeAsString
The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.
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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 withNumberOfWorkers
andWorkerType
.-
If either
NumberOfWorkers
orWorkerType
is set, thenMaxCapacity
cannot be set. -
If
MaxCapacity
is set then neitherNumberOfWorkers
orWorkerType
can be set. -
If
WorkerType
is set, thenNumberOfWorkers
is required (and vice versa). -
MaxCapacity
andNumberOfWorkers
must both be at least 1.
If the service returns an enum value that is not available in the current SDK version,
workerType
will returnWorkerType.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromworkerTypeAsString()
.- 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 withNumberOfWorkers
andWorkerType
.-
If either
NumberOfWorkers
orWorkerType
is set, thenMaxCapacity
cannot be set. -
If
MaxCapacity
is set then neitherNumberOfWorkers
orWorkerType
can be set. -
If
WorkerType
is set, thenNumberOfWorkers
is required (and vice versa). -
MaxCapacity
andNumberOfWorkers
must both be at least 1.
-
- See Also:
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numberOfWorkers
The number of workers of a defined
workerType
that are allocated when this task runs.If
WorkerType
is set, thenNumberOfWorkers
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, thenNumberOfWorkers
is required (and vice versa).
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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:
- 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).
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maxRetries
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.
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hasTags
public final boolean hasTags()For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check theisEmpty()
method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified. -
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.
Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the
hasTags()
method.- Returns:
- 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.
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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.
- Returns:
- 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.
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toBuilder
Description copied from interface:ToCopyableBuilder
Take this object and create a builder that contains all of the current property values of this object.- Specified by:
toBuilder
in interfaceToCopyableBuilder<CreateMlTransformRequest.Builder,
CreateMlTransformRequest> - Specified by:
toBuilder
in classGlueRequest
- Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode()- Overrides:
hashCode
in classAwsRequest
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equals
- Overrides:
equals
in classAwsRequest
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equalsBySdkFields
Description copied from interface:SdkPojo
Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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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. -
getValueForField
Description copied from class:SdkRequest
Used to retrieve the value of a field from any class that extendsSdkRequest
. The field name specified should match the member name from the corresponding service-2.json model specified in the codegen-resources folder for a given service. The class specifies what class to cast the returned value to. If the returned value is also a modeled class, theSdkRequest.getValueForField(String, Class)
method will again be available.- Overrides:
getValueForField
in classSdkRequest
- Parameters:
fieldName
- The name of the member to be retrieved.clazz
- The class to cast the returned object to.- Returns:
- Optional containing the casted return value
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sdkFields
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