public static interface DescribeInferenceExperimentResponse.Builder extends SageMakerResponse.Builder, SdkPojo, CopyableBuilder<DescribeInferenceExperimentResponse.Builder,DescribeInferenceExperimentResponse>
| Modifier and Type | Method and Description |
|---|---|
DescribeInferenceExperimentResponse.Builder |
arn(String arn)
The ARN of the inference experiment being described.
|
DescribeInferenceExperimentResponse.Builder |
completionTime(Instant completionTime)
The timestamp at which the inference experiment was completed.
|
DescribeInferenceExperimentResponse.Builder |
creationTime(Instant creationTime)
The timestamp at which you created the inference experiment.
|
default DescribeInferenceExperimentResponse.Builder |
dataStorageConfig(Consumer<InferenceExperimentDataStorageConfig.Builder> dataStorageConfig)
The Amazon S3 location and configuration for storing inference request and response data.
|
DescribeInferenceExperimentResponse.Builder |
dataStorageConfig(InferenceExperimentDataStorageConfig dataStorageConfig)
The Amazon S3 location and configuration for storing inference request and response data.
|
DescribeInferenceExperimentResponse.Builder |
description(String description)
The description of the inference experiment.
|
default DescribeInferenceExperimentResponse.Builder |
endpointMetadata(Consumer<EndpointMetadata.Builder> endpointMetadata)
The metadata of the endpoint on which the inference experiment ran.
|
DescribeInferenceExperimentResponse.Builder |
endpointMetadata(EndpointMetadata endpointMetadata)
The metadata of the endpoint on which the inference experiment ran.
|
DescribeInferenceExperimentResponse.Builder |
kmsKey(String kmsKey)
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 that hosts the endpoint.
|
DescribeInferenceExperimentResponse.Builder |
lastModifiedTime(Instant lastModifiedTime)
The timestamp at which you last modified the inference experiment.
|
DescribeInferenceExperimentResponse.Builder |
modelVariants(Collection<ModelVariantConfigSummary> modelVariants)
An array of
ModelVariantConfigSummary objects. |
DescribeInferenceExperimentResponse.Builder |
modelVariants(Consumer<ModelVariantConfigSummary.Builder>... modelVariants)
An array of
ModelVariantConfigSummary objects. |
DescribeInferenceExperimentResponse.Builder |
modelVariants(ModelVariantConfigSummary... modelVariants)
An array of
ModelVariantConfigSummary objects. |
DescribeInferenceExperimentResponse.Builder |
name(String name)
The name of the inference experiment.
|
DescribeInferenceExperimentResponse.Builder |
roleArn(String roleArn)
The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and
manage Amazon SageMaker Inference endpoints for model deployment.
|
default DescribeInferenceExperimentResponse.Builder |
schedule(Consumer<InferenceExperimentSchedule.Builder> schedule)
The duration for which the inference experiment ran or will run.
|
DescribeInferenceExperimentResponse.Builder |
schedule(InferenceExperimentSchedule schedule)
The duration for which the inference experiment ran or will run.
|
default DescribeInferenceExperimentResponse.Builder |
shadowModeConfig(Consumer<ShadowModeConfig.Builder> shadowModeConfig)
The configuration of
ShadowMode inference experiment type, which shows the production variant
that takes all the inference requests, and the shadow variant to which Amazon SageMaker replicates a
percentage of the inference requests. |
DescribeInferenceExperimentResponse.Builder |
shadowModeConfig(ShadowModeConfig shadowModeConfig)
The configuration of
ShadowMode inference experiment type, which shows the production variant
that takes all the inference requests, and the shadow variant to which Amazon SageMaker replicates a
percentage of the inference requests. |
DescribeInferenceExperimentResponse.Builder |
status(InferenceExperimentStatus status)
The status of the inference experiment.
|
DescribeInferenceExperimentResponse.Builder |
status(String status)
The status of the inference experiment.
|
DescribeInferenceExperimentResponse.Builder |
statusReason(String statusReason)
The error message or client-specified
Reason from the StopInferenceExperiment API, that explains the status of the inference experiment. |
DescribeInferenceExperimentResponse.Builder |
type(InferenceExperimentType type)
The type of the inference experiment.
|
DescribeInferenceExperimentResponse.Builder |
type(String type)
The type of the inference experiment.
|
build, responseMetadata, responseMetadatasdkHttpResponse, sdkHttpResponseequalsBySdkFields, sdkFieldscopyapplyMutation, buildDescribeInferenceExperimentResponse.Builder arn(String arn)
The ARN of the inference experiment being described.
arn - The ARN of the inference experiment being described.DescribeInferenceExperimentResponse.Builder name(String name)
The name of the inference experiment.
name - The name of the inference experiment.DescribeInferenceExperimentResponse.Builder type(String type)
The type of the inference experiment.
type - The type of the inference experiment.InferenceExperimentType,
InferenceExperimentTypeDescribeInferenceExperimentResponse.Builder type(InferenceExperimentType type)
The type of the inference experiment.
type - The type of the inference experiment.InferenceExperimentType,
InferenceExperimentTypeDescribeInferenceExperimentResponse.Builder schedule(InferenceExperimentSchedule schedule)
The duration for which the inference experiment ran or will run.
schedule - The duration for which the inference experiment ran or will run.default DescribeInferenceExperimentResponse.Builder schedule(Consumer<InferenceExperimentSchedule.Builder> schedule)
The duration for which the inference experiment ran or will run.
This is a convenience method that creates an instance of theInferenceExperimentSchedule.Builder
avoiding the need to create one manually via InferenceExperimentSchedule.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to schedule(InferenceExperimentSchedule).
schedule - a consumer that will call methods on InferenceExperimentSchedule.Builderschedule(InferenceExperimentSchedule)DescribeInferenceExperimentResponse.Builder status(String status)
The status of the inference experiment. The following are the possible statuses for an inference experiment:
Creating - Amazon SageMaker is creating your experiment.
Created - Amazon SageMaker has finished the creation of your experiment and will begin the
experiment at the scheduled time.
Updating - When you make changes to your experiment, your experiment shows as updating.
Starting - Amazon SageMaker is beginning your experiment.
Running - Your experiment is in progress.
Stopping - Amazon SageMaker is stopping your experiment.
Completed - Your experiment has completed.
Cancelled - When you conclude your experiment early using the StopInferenceExperiment API, or if any operation fails with an unexpected error, it shows as cancelled.
status - The status of the inference experiment. The following are the possible statuses for an inference
experiment:
Creating - Amazon SageMaker is creating your experiment.
Created - Amazon SageMaker has finished the creation of your experiment and will begin
the experiment at the scheduled time.
Updating - When you make changes to your experiment, your experiment shows as updating.
Starting - Amazon SageMaker is beginning your experiment.
Running - Your experiment is in progress.
Stopping - Amazon SageMaker is stopping your experiment.
Completed - Your experiment has completed.
Cancelled - When you conclude your experiment early using the StopInferenceExperiment API, or if any operation fails with an unexpected error, it shows as
cancelled.
InferenceExperimentStatus,
InferenceExperimentStatusDescribeInferenceExperimentResponse.Builder status(InferenceExperimentStatus status)
The status of the inference experiment. The following are the possible statuses for an inference experiment:
Creating - Amazon SageMaker is creating your experiment.
Created - Amazon SageMaker has finished the creation of your experiment and will begin the
experiment at the scheduled time.
Updating - When you make changes to your experiment, your experiment shows as updating.
Starting - Amazon SageMaker is beginning your experiment.
Running - Your experiment is in progress.
Stopping - Amazon SageMaker is stopping your experiment.
Completed - Your experiment has completed.
Cancelled - When you conclude your experiment early using the StopInferenceExperiment API, or if any operation fails with an unexpected error, it shows as cancelled.
status - The status of the inference experiment. The following are the possible statuses for an inference
experiment:
Creating - Amazon SageMaker is creating your experiment.
Created - Amazon SageMaker has finished the creation of your experiment and will begin
the experiment at the scheduled time.
Updating - When you make changes to your experiment, your experiment shows as updating.
Starting - Amazon SageMaker is beginning your experiment.
Running - Your experiment is in progress.
Stopping - Amazon SageMaker is stopping your experiment.
Completed - Your experiment has completed.
Cancelled - When you conclude your experiment early using the StopInferenceExperiment API, or if any operation fails with an unexpected error, it shows as
cancelled.
InferenceExperimentStatus,
InferenceExperimentStatusDescribeInferenceExperimentResponse.Builder statusReason(String statusReason)
The error message or client-specified Reason from the StopInferenceExperiment API, that explains the status of the inference experiment.
statusReason - The error message or client-specified Reason from the StopInferenceExperiment API, that explains the status of the inference experiment.DescribeInferenceExperimentResponse.Builder description(String description)
The description of the inference experiment.
description - The description of the inference experiment.DescribeInferenceExperimentResponse.Builder creationTime(Instant creationTime)
The timestamp at which you created the inference experiment.
creationTime - The timestamp at which you created the inference experiment.DescribeInferenceExperimentResponse.Builder completionTime(Instant completionTime)
The timestamp at which the inference experiment was completed.
completionTime - The timestamp at which the inference experiment was completed.DescribeInferenceExperimentResponse.Builder lastModifiedTime(Instant lastModifiedTime)
The timestamp at which you last modified the inference experiment.
lastModifiedTime - The timestamp at which you last modified the inference experiment.DescribeInferenceExperimentResponse.Builder roleArn(String roleArn)
The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.
roleArn - The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container
images, and manage Amazon SageMaker Inference endpoints for model deployment.DescribeInferenceExperimentResponse.Builder endpointMetadata(EndpointMetadata endpointMetadata)
The metadata of the endpoint on which the inference experiment ran.
endpointMetadata - The metadata of the endpoint on which the inference experiment ran.default DescribeInferenceExperimentResponse.Builder endpointMetadata(Consumer<EndpointMetadata.Builder> endpointMetadata)
The metadata of the endpoint on which the inference experiment ran.
This is a convenience method that creates an instance of theEndpointMetadata.Builder avoiding the
need to create one manually via EndpointMetadata.builder().
When the Consumer completes, SdkBuilder.build() is called immediately and its
result is passed to endpointMetadata(EndpointMetadata).
endpointMetadata - a consumer that will call methods on EndpointMetadata.BuilderendpointMetadata(EndpointMetadata)DescribeInferenceExperimentResponse.Builder modelVariants(Collection<ModelVariantConfigSummary> modelVariants)
An array of ModelVariantConfigSummary objects. There is one for each variant in the inference
experiment. Each ModelVariantConfigSummary object in the array describes the infrastructure
configuration for deploying the corresponding variant.
modelVariants - An array of ModelVariantConfigSummary objects. There is one for each variant in the
inference experiment. Each ModelVariantConfigSummary object in the array describes the
infrastructure configuration for deploying the corresponding variant.DescribeInferenceExperimentResponse.Builder modelVariants(ModelVariantConfigSummary... modelVariants)
An array of ModelVariantConfigSummary objects. There is one for each variant in the inference
experiment. Each ModelVariantConfigSummary object in the array describes the infrastructure
configuration for deploying the corresponding variant.
modelVariants - An array of ModelVariantConfigSummary objects. There is one for each variant in the
inference experiment. Each ModelVariantConfigSummary object in the array describes the
infrastructure configuration for deploying the corresponding variant.DescribeInferenceExperimentResponse.Builder modelVariants(Consumer<ModelVariantConfigSummary.Builder>... modelVariants)
An array of ModelVariantConfigSummary objects. There is one for each variant in the inference
experiment. Each ModelVariantConfigSummary object in the array describes the infrastructure
configuration for deploying the corresponding variant.
ModelVariantConfigSummary.Builder avoiding the need
to create one manually via
ModelVariantConfigSummary.builder().
When the Consumer completes,
SdkBuilder.build() is called
immediately and its result is passed to #modelVariants(List.
modelVariants - a consumer that will call methods on
ModelVariantConfigSummary.Builder#modelVariants(java.util.Collection) DescribeInferenceExperimentResponse.Builder dataStorageConfig(InferenceExperimentDataStorageConfig dataStorageConfig)
The Amazon S3 location and configuration for storing inference request and response data.
dataStorageConfig - The Amazon S3 location and configuration for storing inference request and response data.default DescribeInferenceExperimentResponse.Builder dataStorageConfig(Consumer<InferenceExperimentDataStorageConfig.Builder> dataStorageConfig)
The Amazon S3 location and configuration for storing inference request and response data.
This is a convenience method that creates an instance of theInferenceExperimentDataStorageConfig.Builder avoiding the need to create one manually via
InferenceExperimentDataStorageConfig.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to dataStorageConfig(InferenceExperimentDataStorageConfig).
dataStorageConfig - a consumer that will call methods on InferenceExperimentDataStorageConfig.BuilderdataStorageConfig(InferenceExperimentDataStorageConfig)DescribeInferenceExperimentResponse.Builder shadowModeConfig(ShadowModeConfig shadowModeConfig)
The configuration of ShadowMode inference experiment type, which shows the production variant
that takes all the inference requests, and the shadow variant to which Amazon SageMaker replicates a
percentage of the inference requests. For the shadow variant it also shows the percentage of requests that
Amazon SageMaker replicates.
shadowModeConfig - The configuration of ShadowMode inference experiment type, which shows the production
variant that takes all the inference requests, and the shadow variant to which Amazon SageMaker
replicates a percentage of the inference requests. For the shadow variant it also shows the percentage
of requests that Amazon SageMaker replicates.default DescribeInferenceExperimentResponse.Builder shadowModeConfig(Consumer<ShadowModeConfig.Builder> shadowModeConfig)
The configuration of ShadowMode inference experiment type, which shows the production variant
that takes all the inference requests, and the shadow variant to which Amazon SageMaker replicates a
percentage of the inference requests. For the shadow variant it also shows the percentage of requests that
Amazon SageMaker replicates.
ShadowModeConfig.Builder avoiding the
need to create one manually via ShadowModeConfig.builder().
When the Consumer completes, SdkBuilder.build() is called immediately and its
result is passed to shadowModeConfig(ShadowModeConfig).
shadowModeConfig - a consumer that will call methods on ShadowModeConfig.BuildershadowModeConfig(ShadowModeConfig)DescribeInferenceExperimentResponse.Builder kmsKey(String kmsKey)
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 that hosts the endpoint. For more information, see CreateInferenceExperiment.
kmsKey - 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 that hosts the
endpoint. For more information, see CreateInferenceExperiment.Copyright © 2023. All rights reserved.