Class TransformOutput
- java.lang.Object
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- software.amazon.awssdk.services.sagemaker.model.TransformOutput
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- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<TransformOutput.Builder,TransformOutput>
@Generated("software.amazon.awssdk:codegen") public final class TransformOutput extends Object implements SdkPojo, Serializable, ToCopyableBuilder<TransformOutput.Builder,TransformOutput>
Describes the results of a transform job.
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interface
TransformOutput.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description String
accept()
The MIME type used to specify the output data.AssemblyType
assembleWith()
Defines how to assemble the results of the transform job as a single S3 object.String
assembleWithAsString()
Defines how to assemble the results of the transform job as a single S3 object.static TransformOutput.Builder
builder()
boolean
equals(Object obj)
boolean
equalsBySdkFields(Object obj)
<T> Optional<T>
getValueForField(String fieldName, Class<T> clazz)
int
hashCode()
String
kmsKeyId()
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.String
s3OutputPath()
The Amazon S3 path where you want Amazon SageMaker to store the results of the transform job.List<SdkField<?>>
sdkFields()
static Class<? extends TransformOutput.Builder>
serializableBuilderClass()
TransformOutput.Builder
toBuilder()
String
toString()
Returns a string representation of this object.-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Detail
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s3OutputPath
public final String s3OutputPath()
The Amazon S3 path where you want Amazon SageMaker to store the results of the transform job. For example,
s3://bucket-name/key-name-prefix
.For every S3 object used as input for the transform job, batch transform stores the transformed data with an .
out
suffix in a corresponding subfolder in the location in the output prefix. For example, for the input data stored ats3://bucket-name/input-name-prefix/dataset01/data.csv
, batch transform stores the transformed data ats3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out
. Batch transform doesn't upload partially processed objects. For an input S3 object that contains multiple records, it creates an .out
file only if the transform job succeeds on the entire file. When the input contains multiple S3 objects, the batch transform job processes the listed S3 objects and uploads only the output for successfully processed objects. If any object fails in the transform job batch transform marks the job as failed to prompt investigation.- Returns:
- The Amazon S3 path where you want Amazon SageMaker to store the results of the transform job. For
example,
s3://bucket-name/key-name-prefix
.For every S3 object used as input for the transform job, batch transform stores the transformed data with an .
out
suffix in a corresponding subfolder in the location in the output prefix. For example, for the input data stored ats3://bucket-name/input-name-prefix/dataset01/data.csv
, batch transform stores the transformed data ats3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out
. Batch transform doesn't upload partially processed objects. For an input S3 object that contains multiple records, it creates an .out
file only if the transform job succeeds on the entire file. When the input contains multiple S3 objects, the batch transform job processes the listed S3 objects and uploads only the output for successfully processed objects. If any object fails in the transform job batch transform marks the job as failed to prompt investigation.
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accept
public final String accept()
The MIME type used to specify the output data. Amazon SageMaker uses the MIME type with each http call to transfer data from the transform job.
- Returns:
- The MIME type used to specify the output data. Amazon SageMaker uses the MIME type with each http call to transfer data from the transform job.
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assembleWith
public final AssemblyType assembleWith()
Defines how to assemble the results of the transform job as a single S3 object. Choose a format that is most convenient to you. To concatenate the results in binary format, specify
None
. To add a newline character at the end of every transformed record, specifyLine
.If the service returns an enum value that is not available in the current SDK version,
assembleWith
will returnAssemblyType.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromassembleWithAsString()
.- Returns:
- Defines how to assemble the results of the transform job as a single S3 object. Choose a format that is
most convenient to you. To concatenate the results in binary format, specify
None
. To add a newline character at the end of every transformed record, specifyLine
. - See Also:
AssemblyType
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assembleWithAsString
public final String assembleWithAsString()
Defines how to assemble the results of the transform job as a single S3 object. Choose a format that is most convenient to you. To concatenate the results in binary format, specify
None
. To add a newline character at the end of every transformed record, specifyLine
.If the service returns an enum value that is not available in the current SDK version,
assembleWith
will returnAssemblyType.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromassembleWithAsString()
.- Returns:
- Defines how to assemble the results of the transform job as a single S3 object. Choose a format that is
most convenient to you. To concatenate the results in binary format, specify
None
. To add a newline character at the end of every transformed record, specifyLine
. - See Also:
AssemblyType
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kmsKeyId
public final String kmsKeyId()
The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The
KmsKeyId
can be any of the following formats:-
Key ID:
1234abcd-12ab-34cd-56ef-1234567890ab
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Key ARN:
arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
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Alias name:
alias/ExampleAlias
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Alias name ARN:
arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.
The KMS key policy must grant permission to the IAM role that you specify in your CreateModel request. For more information, see Using Key Policies in Amazon Web Services KMS in the Amazon Web Services Key Management Service Developer Guide.
- Returns:
- The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses
to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The
KmsKeyId
can be any of the following formats:-
Key ID:
1234abcd-12ab-34cd-56ef-1234567890ab
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Key ARN:
arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
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Alias name:
alias/ExampleAlias
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Alias name ARN:
arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.
The KMS key policy must grant permission to the IAM role that you specify in your CreateModel request. For more information, see Using Key Policies in Amazon Web Services KMS in the Amazon Web Services Key Management Service Developer Guide.
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toBuilder
public TransformOutput.Builder toBuilder()
- Specified by:
toBuilder
in interfaceToCopyableBuilder<TransformOutput.Builder,TransformOutput>
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builder
public static TransformOutput.Builder builder()
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serializableBuilderClass
public static Class<? extends TransformOutput.Builder> serializableBuilderClass()
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equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFields
in interfaceSdkPojo
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toString
public final 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.
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