Interface DescribeAutoMlJobResponse.Builder
- All Superinterfaces:
AwsResponse.Builder
,Buildable
,CopyableBuilder<DescribeAutoMlJobResponse.Builder,
,DescribeAutoMlJobResponse> SageMakerResponse.Builder
,SdkBuilder<DescribeAutoMlJobResponse.Builder,
,DescribeAutoMlJobResponse> SdkPojo
,SdkResponse.Builder
- Enclosing class:
DescribeAutoMlJobResponse
-
Method Summary
Modifier and TypeMethodDescriptionautoMLJobArn
(String autoMLJobArn) Returns the ARN of the AutoML job.autoMLJobArtifacts
(Consumer<AutoMLJobArtifacts.Builder> autoMLJobArtifacts) Returns information on the job's artifacts found inAutoMLJobArtifacts
.autoMLJobArtifacts
(AutoMLJobArtifacts autoMLJobArtifacts) Returns information on the job's artifacts found inAutoMLJobArtifacts
.autoMLJobConfig
(Consumer<AutoMLJobConfig.Builder> autoMLJobConfig) Returns the configuration for the AutoML job.autoMLJobConfig
(AutoMLJobConfig autoMLJobConfig) Returns the configuration for the AutoML job.autoMLJobName
(String autoMLJobName) Returns the name of the AutoML job.autoMLJobObjective
(Consumer<AutoMLJobObjective.Builder> autoMLJobObjective) Returns the job's objective.autoMLJobObjective
(AutoMLJobObjective autoMLJobObjective) Returns the job's objective.autoMLJobSecondaryStatus
(String autoMLJobSecondaryStatus) Returns the secondary status of the AutoML job.autoMLJobSecondaryStatus
(AutoMLJobSecondaryStatus autoMLJobSecondaryStatus) Returns the secondary status of the AutoML job.autoMLJobStatus
(String autoMLJobStatus) Returns the status of the AutoML job.autoMLJobStatus
(AutoMLJobStatus autoMLJobStatus) Returns the status of the AutoML job.bestCandidate
(Consumer<AutoMLCandidate.Builder> bestCandidate) The best model candidate selected by SageMaker Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.bestCandidate
(AutoMLCandidate bestCandidate) The best model candidate selected by SageMaker Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.creationTime
(Instant creationTime) Returns the creation time of the AutoML job.Returns the end time of the AutoML job.failureReason
(String failureReason) Returns the failure reason for an AutoML job, when applicable.generateCandidateDefinitionsOnly
(Boolean generateCandidateDefinitionsOnly) Indicates whether the output for an AutoML job generates candidate definitions only.inputDataConfig
(Collection<AutoMLChannel> inputDataConfig) Returns the input data configuration for the AutoML job.inputDataConfig
(Consumer<AutoMLChannel.Builder>... inputDataConfig) Returns the input data configuration for the AutoML job.inputDataConfig
(AutoMLChannel... inputDataConfig) Returns the input data configuration for the AutoML job.lastModifiedTime
(Instant lastModifiedTime) Returns the job's last modified time.modelDeployConfig
(Consumer<ModelDeployConfig.Builder> modelDeployConfig) Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.modelDeployConfig
(ModelDeployConfig modelDeployConfig) Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.modelDeployResult
(Consumer<ModelDeployResult.Builder> modelDeployResult) Provides information about endpoint for the model deployment.modelDeployResult
(ModelDeployResult modelDeployResult) Provides information about endpoint for the model deployment.outputDataConfig
(Consumer<AutoMLOutputDataConfig.Builder> outputDataConfig) Returns the job's output data config.outputDataConfig
(AutoMLOutputDataConfig outputDataConfig) Returns the job's output data config.partialFailureReasons
(Collection<AutoMLPartialFailureReason> partialFailureReasons) Returns a list of reasons for partial failures within an AutoML job.partialFailureReasons
(Consumer<AutoMLPartialFailureReason.Builder>... partialFailureReasons) Returns a list of reasons for partial failures within an AutoML job.partialFailureReasons
(AutoMLPartialFailureReason... partialFailureReasons) Returns a list of reasons for partial failures within an AutoML job.problemType
(String problemType) Returns the job's problem type.problemType
(ProblemType problemType) Returns the job's problem type.resolvedAttributes
(Consumer<ResolvedAttributes.Builder> resolvedAttributes) ContainsProblemType
,AutoMLJobObjective
, andCompletionCriteria
.resolvedAttributes
(ResolvedAttributes resolvedAttributes) ContainsProblemType
,AutoMLJobObjective
, andCompletionCriteria
.The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
Methods inherited from interface software.amazon.awssdk.services.sagemaker.model.SageMakerResponse.Builder
build, responseMetadata, responseMetadata
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
Methods inherited from interface software.amazon.awssdk.core.SdkResponse.Builder
sdkHttpResponse, sdkHttpResponse
-
Method Details
-
autoMLJobName
Returns the name of the AutoML job.
- Parameters:
autoMLJobName
- Returns the name of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
autoMLJobArn
Returns the ARN of the AutoML job.
- Parameters:
autoMLJobArn
- Returns the ARN of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
inputDataConfig
Returns the input data configuration for the AutoML job.
- Parameters:
inputDataConfig
- Returns the input data configuration for the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
inputDataConfig
Returns the input data configuration for the AutoML job.
- Parameters:
inputDataConfig
- Returns the input data configuration for the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
inputDataConfig
DescribeAutoMlJobResponse.Builder inputDataConfig(Consumer<AutoMLChannel.Builder>... inputDataConfig) Returns the input data configuration for the AutoML job.
This is a convenience method that creates an instance of theAutoMLChannel.Builder
avoiding the need to create one manually viaAutoMLChannel.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed toinputDataConfig(List<AutoMLChannel>)
.- Parameters:
inputDataConfig
- a consumer that will call methods onAutoMLChannel.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
outputDataConfig
Returns the job's output data config.
- Parameters:
outputDataConfig
- Returns the job's output data config.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
outputDataConfig
default DescribeAutoMlJobResponse.Builder outputDataConfig(Consumer<AutoMLOutputDataConfig.Builder> outputDataConfig) Returns the job's output data config.
This is a convenience method that creates an instance of theAutoMLOutputDataConfig.Builder
avoiding the need to create one manually viaAutoMLOutputDataConfig.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tooutputDataConfig(AutoMLOutputDataConfig)
.- Parameters:
outputDataConfig
- a consumer that will call methods onAutoMLOutputDataConfig.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
roleArn
The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.
- Parameters:
roleArn
- The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
autoMLJobObjective
Returns the job's objective.
- Parameters:
autoMLJobObjective
- Returns the job's objective.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
autoMLJobObjective
default DescribeAutoMlJobResponse.Builder autoMLJobObjective(Consumer<AutoMLJobObjective.Builder> autoMLJobObjective) Returns the job's objective.
This is a convenience method that creates an instance of theAutoMLJobObjective.Builder
avoiding the need to create one manually viaAutoMLJobObjective.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed toautoMLJobObjective(AutoMLJobObjective)
.- Parameters:
autoMLJobObjective
- a consumer that will call methods onAutoMLJobObjective.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
problemType
Returns the job's problem type.
- Parameters:
problemType
- Returns the job's problem type.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
problemType
Returns the job's problem type.
- Parameters:
problemType
- Returns the job's problem type.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
autoMLJobConfig
Returns the configuration for the AutoML job.
- Parameters:
autoMLJobConfig
- Returns the configuration for the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
autoMLJobConfig
default DescribeAutoMlJobResponse.Builder autoMLJobConfig(Consumer<AutoMLJobConfig.Builder> autoMLJobConfig) Returns the configuration for the AutoML job.
This is a convenience method that creates an instance of theAutoMLJobConfig.Builder
avoiding the need to create one manually viaAutoMLJobConfig.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed toautoMLJobConfig(AutoMLJobConfig)
.- Parameters:
autoMLJobConfig
- a consumer that will call methods onAutoMLJobConfig.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
creationTime
Returns the creation time of the AutoML job.
- Parameters:
creationTime
- Returns the creation time of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
endTime
Returns the end time of the AutoML job.
- Parameters:
endTime
- Returns the end time of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
lastModifiedTime
Returns the job's last modified time.
- Parameters:
lastModifiedTime
- Returns the job's last modified time.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
failureReason
Returns the failure reason for an AutoML job, when applicable.
- Parameters:
failureReason
- Returns the failure reason for an AutoML job, when applicable.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
partialFailureReasons
DescribeAutoMlJobResponse.Builder partialFailureReasons(Collection<AutoMLPartialFailureReason> partialFailureReasons) Returns a list of reasons for partial failures within an AutoML job.
- Parameters:
partialFailureReasons
- Returns a list of reasons for partial failures within an AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
partialFailureReasons
DescribeAutoMlJobResponse.Builder partialFailureReasons(AutoMLPartialFailureReason... partialFailureReasons) Returns a list of reasons for partial failures within an AutoML job.
- Parameters:
partialFailureReasons
- Returns a list of reasons for partial failures within an AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
partialFailureReasons
DescribeAutoMlJobResponse.Builder partialFailureReasons(Consumer<AutoMLPartialFailureReason.Builder>... partialFailureReasons) Returns a list of reasons for partial failures within an AutoML job.
This is a convenience method that creates an instance of theAutoMLPartialFailureReason.Builder
avoiding the need to create one manually viaAutoMLPartialFailureReason.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed topartialFailureReasons(List<AutoMLPartialFailureReason>)
.- Parameters:
partialFailureReasons
- a consumer that will call methods onAutoMLPartialFailureReason.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
bestCandidate
The best model candidate selected by SageMaker Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.
- Parameters:
bestCandidate
- The best model candidate selected by SageMaker Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
bestCandidate
default DescribeAutoMlJobResponse.Builder bestCandidate(Consumer<AutoMLCandidate.Builder> bestCandidate) The best model candidate selected by SageMaker Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.
This is a convenience method that creates an instance of theAutoMLCandidate.Builder
avoiding the need to create one manually viaAutoMLCandidate.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tobestCandidate(AutoMLCandidate)
.- Parameters:
bestCandidate
- a consumer that will call methods onAutoMLCandidate.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
autoMLJobStatus
Returns the status of the AutoML job.
- Parameters:
autoMLJobStatus
- Returns the status of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
autoMLJobStatus
Returns the status of the AutoML job.
- Parameters:
autoMLJobStatus
- Returns the status of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
autoMLJobSecondaryStatus
Returns the secondary status of the AutoML job.
- Parameters:
autoMLJobSecondaryStatus
- Returns the secondary status of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
autoMLJobSecondaryStatus
DescribeAutoMlJobResponse.Builder autoMLJobSecondaryStatus(AutoMLJobSecondaryStatus autoMLJobSecondaryStatus) Returns the secondary status of the AutoML job.
- Parameters:
autoMLJobSecondaryStatus
- Returns the secondary status of the AutoML job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
generateCandidateDefinitionsOnly
DescribeAutoMlJobResponse.Builder generateCandidateDefinitionsOnly(Boolean generateCandidateDefinitionsOnly) Indicates whether the output for an AutoML job generates candidate definitions only.
- Parameters:
generateCandidateDefinitionsOnly
- Indicates whether the output for an AutoML job generates candidate definitions only.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
autoMLJobArtifacts
Returns information on the job's artifacts found in
AutoMLJobArtifacts
.- Parameters:
autoMLJobArtifacts
- Returns information on the job's artifacts found inAutoMLJobArtifacts
.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
autoMLJobArtifacts
default DescribeAutoMlJobResponse.Builder autoMLJobArtifacts(Consumer<AutoMLJobArtifacts.Builder> autoMLJobArtifacts) Returns information on the job's artifacts found in
This is a convenience method that creates an instance of theAutoMLJobArtifacts
.AutoMLJobArtifacts.Builder
avoiding the need to create one manually viaAutoMLJobArtifacts.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed toautoMLJobArtifacts(AutoMLJobArtifacts)
.- Parameters:
autoMLJobArtifacts
- a consumer that will call methods onAutoMLJobArtifacts.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
resolvedAttributes
Contains
ProblemType
,AutoMLJobObjective
, andCompletionCriteria
. If you do not provide these values, they are inferred.- Parameters:
resolvedAttributes
- ContainsProblemType
,AutoMLJobObjective
, andCompletionCriteria
. If you do not provide these values, they are inferred.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
resolvedAttributes
default DescribeAutoMlJobResponse.Builder resolvedAttributes(Consumer<ResolvedAttributes.Builder> resolvedAttributes) Contains
This is a convenience method that creates an instance of theProblemType
,AutoMLJobObjective
, andCompletionCriteria
. If you do not provide these values, they are inferred.ResolvedAttributes.Builder
avoiding the need to create one manually viaResolvedAttributes.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed toresolvedAttributes(ResolvedAttributes)
.- Parameters:
resolvedAttributes
- a consumer that will call methods onResolvedAttributes.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
modelDeployConfig
Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.
- Parameters:
modelDeployConfig
- Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
modelDeployConfig
default DescribeAutoMlJobResponse.Builder modelDeployConfig(Consumer<ModelDeployConfig.Builder> modelDeployConfig) Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.
This is a convenience method that creates an instance of theModelDeployConfig.Builder
avoiding the need to create one manually viaModelDeployConfig.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tomodelDeployConfig(ModelDeployConfig)
.- Parameters:
modelDeployConfig
- a consumer that will call methods onModelDeployConfig.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
modelDeployResult
Provides information about endpoint for the model deployment.
- Parameters:
modelDeployResult
- Provides information about endpoint for the model deployment.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
modelDeployResult
default DescribeAutoMlJobResponse.Builder modelDeployResult(Consumer<ModelDeployResult.Builder> modelDeployResult) Provides information about endpoint for the model deployment.
This is a convenience method that creates an instance of theModelDeployResult.Builder
avoiding the need to create one manually viaModelDeployResult.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tomodelDeployResult(ModelDeployResult)
.- Parameters:
modelDeployResult
- a consumer that will call methods onModelDeployResult.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-