Class DataCaptureConfig
- java.lang.Object
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- software.amazon.awssdk.services.sagemaker.model.DataCaptureConfig
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- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<DataCaptureConfig.Builder,DataCaptureConfig>
@Generated("software.amazon.awssdk:codegen") public final class DataCaptureConfig extends Object implements SdkPojo, Serializable, ToCopyableBuilder<DataCaptureConfig.Builder,DataCaptureConfig>
Configuration to control how SageMaker captures inference data.
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interface
DataCaptureConfig.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static DataCaptureConfig.Builder
builder()
CaptureContentTypeHeader
captureContentTypeHeader()
Configuration specifying how to treat different headers.List<CaptureOption>
captureOptions()
Specifies data Model Monitor will capture.String
destinationS3Uri()
The Amazon S3 location used to capture the data.Boolean
enableCapture()
Whether data capture should be enabled or disabled (defaults to enabled).boolean
equals(Object obj)
boolean
equalsBySdkFields(Object obj)
<T> Optional<T>
getValueForField(String fieldName, Class<T> clazz)
boolean
hasCaptureOptions()
For responses, this returns true if the service returned a value for the CaptureOptions property.int
hashCode()
Integer
initialSamplingPercentage()
The percentage of requests SageMaker will capture.String
kmsKeyId()
The Amazon Resource Name (ARN) of an Key Management Service key that SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption.Map<String,SdkField<?>>
sdkFieldNameToField()
List<SdkField<?>>
sdkFields()
static Class<? extends DataCaptureConfig.Builder>
serializableBuilderClass()
DataCaptureConfig.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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enableCapture
public final Boolean enableCapture()
Whether data capture should be enabled or disabled (defaults to enabled).
- Returns:
- Whether data capture should be enabled or disabled (defaults to enabled).
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initialSamplingPercentage
public final Integer initialSamplingPercentage()
The percentage of requests SageMaker will capture. A lower value is recommended for Endpoints with high traffic.
- Returns:
- The percentage of requests SageMaker will capture. A lower value is recommended for Endpoints with high traffic.
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destinationS3Uri
public final String destinationS3Uri()
The Amazon S3 location used to capture the data.
- Returns:
- The Amazon S3 location used to capture the data.
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kmsKeyId
public final String kmsKeyId()
The Amazon Resource Name (ARN) of an Key Management Service key that SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption.
The KmsKeyId can be any of the following formats:
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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
- Returns:
- The Amazon Resource Name (ARN) of an Key Management Service key that SageMaker uses to encrypt the
captured data at rest using Amazon S3 server-side encryption.
The KmsKeyId can be any of the following formats:
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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
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hasCaptureOptions
public final boolean hasCaptureOptions()
For responses, this returns true if the service returned a value for the CaptureOptions 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.
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captureOptions
public final List<CaptureOption> captureOptions()
Specifies data Model Monitor will capture. You can configure whether to collect only input, only output, or both
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
hasCaptureOptions()
method.- Returns:
- Specifies data Model Monitor will capture. You can configure whether to collect only input, only output, or both
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captureContentTypeHeader
public final CaptureContentTypeHeader captureContentTypeHeader()
Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.
- Returns:
- Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.
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toBuilder
public DataCaptureConfig.Builder toBuilder()
- Specified by:
toBuilder
in interfaceToCopyableBuilder<DataCaptureConfig.Builder,DataCaptureConfig>
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builder
public static DataCaptureConfig.Builder builder()
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serializableBuilderClass
public static Class<? extends DataCaptureConfig.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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sdkFieldNameToField
public final Map<String,SdkField<?>> sdkFieldNameToField()
- Specified by:
sdkFieldNameToField
in interfaceSdkPojo
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