public static interface DescribeModelVersionResponse.Builder extends LookoutEquipmentResponse.Builder, SdkPojo, CopyableBuilder<DescribeModelVersionResponse.Builder,DescribeModelVersionResponse>
| Modifier and Type | Method and Description |
|---|---|
DescribeModelVersionResponse.Builder |
autoPromotionResult(AutoPromotionResult autoPromotionResult)
Indicates whether the model version was promoted to be the active version after retraining or if there was an
error with or cancellation of the retraining.
|
DescribeModelVersionResponse.Builder |
autoPromotionResult(String autoPromotionResult)
Indicates whether the model version was promoted to be the active version after retraining or if there was an
error with or cancellation of the retraining.
|
DescribeModelVersionResponse.Builder |
autoPromotionResultReason(String autoPromotionResultReason)
Indicates the reason for the
AutoPromotionResult. |
DescribeModelVersionResponse.Builder |
createdAt(Instant createdAt)
Indicates the time and date at which the machine learning model version was created.
|
default DescribeModelVersionResponse.Builder |
dataPreProcessingConfiguration(Consumer<DataPreProcessingConfiguration.Builder> dataPreProcessingConfiguration)
Sets the value of the DataPreProcessingConfiguration property for this object.
|
DescribeModelVersionResponse.Builder |
dataPreProcessingConfiguration(DataPreProcessingConfiguration dataPreProcessingConfiguration)
Sets the value of the DataPreProcessingConfiguration property for this object.
|
DescribeModelVersionResponse.Builder |
datasetArn(String datasetArn)
The Amazon Resource Name (ARN) of the dataset used to train the model version.
|
DescribeModelVersionResponse.Builder |
datasetName(String datasetName)
The name of the dataset used to train the model version.
|
DescribeModelVersionResponse.Builder |
evaluationDataEndTime(Instant evaluationDataEndTime)
The date on which the data in the evaluation set began being gathered.
|
DescribeModelVersionResponse.Builder |
evaluationDataStartTime(Instant evaluationDataStartTime)
The date on which the data in the evaluation set began being gathered.
|
DescribeModelVersionResponse.Builder |
failedReason(String failedReason)
The failure message if the training of the model version failed.
|
DescribeModelVersionResponse.Builder |
importedDataSizeInBytes(Long importedDataSizeInBytes)
The size in bytes of the imported data.
|
DescribeModelVersionResponse.Builder |
importJobEndTime(Instant importJobEndTime)
The date and time when the import job completed.
|
DescribeModelVersionResponse.Builder |
importJobStartTime(Instant importJobStartTime)
The date and time when the import job began.
|
default DescribeModelVersionResponse.Builder |
labelsInputConfiguration(Consumer<LabelsInputConfiguration.Builder> labelsInputConfiguration)
Sets the value of the LabelsInputConfiguration property for this object.
|
DescribeModelVersionResponse.Builder |
labelsInputConfiguration(LabelsInputConfiguration labelsInputConfiguration)
Sets the value of the LabelsInputConfiguration property for this object.
|
DescribeModelVersionResponse.Builder |
lastUpdatedTime(Instant lastUpdatedTime)
Indicates the last time the machine learning model version was updated.
|
DescribeModelVersionResponse.Builder |
modelArn(String modelArn)
The Amazon Resource Name (ARN) of the parent machine learning model that this version belong to.
|
DescribeModelVersionResponse.Builder |
modelMetrics(String modelMetrics)
Shows an aggregated summary, in JSON format, of the model's performance within the evaluation time range.
|
DescribeModelVersionResponse.Builder |
modelName(String modelName)
The name of the machine learning model that this version belongs to.
|
DescribeModelVersionResponse.Builder |
modelVersion(Long modelVersion)
The version of the machine learning model.
|
DescribeModelVersionResponse.Builder |
modelVersionArn(String modelVersionArn)
The Amazon Resource Name (ARN) of the model version.
|
DescribeModelVersionResponse.Builder |
offCondition(String offCondition)
Indicates that the asset associated with this sensor has been shut off.
|
DescribeModelVersionResponse.Builder |
priorModelMetrics(String priorModelMetrics)
If the model version was retrained, this field shows a summary of the performance of the prior model on the
new training range.
|
DescribeModelVersionResponse.Builder |
retrainingAvailableDataInDays(Integer retrainingAvailableDataInDays)
Indicates the number of days of data used in the most recent scheduled retraining run.
|
DescribeModelVersionResponse.Builder |
roleArn(String roleArn)
The Amazon Resource Name (ARN) of the role that was used to train the model version.
|
DescribeModelVersionResponse.Builder |
schema(String schema)
The schema of the data used to train the model version.
|
DescribeModelVersionResponse.Builder |
serverSideKmsKeyId(String serverSideKmsKeyId)
The identifier of the KMS key key used to encrypt model version data by Amazon Lookout for Equipment.
|
DescribeModelVersionResponse.Builder |
sourceModelVersionArn(String sourceModelVersionArn)
If model version was imported, then this field is the arn of the source model version.
|
DescribeModelVersionResponse.Builder |
sourceType(ModelVersionSourceType sourceType)
Indicates whether this model version was created by training or by importing.
|
DescribeModelVersionResponse.Builder |
sourceType(String sourceType)
Indicates whether this model version was created by training or by importing.
|
DescribeModelVersionResponse.Builder |
status(ModelVersionStatus status)
The current status of the model version.
|
DescribeModelVersionResponse.Builder |
status(String status)
The current status of the model version.
|
DescribeModelVersionResponse.Builder |
trainingDataEndTime(Instant trainingDataEndTime)
The date on which the training data finished being gathered.
|
DescribeModelVersionResponse.Builder |
trainingDataStartTime(Instant trainingDataStartTime)
The date on which the training data began being gathered.
|
DescribeModelVersionResponse.Builder |
trainingExecutionEndTime(Instant trainingExecutionEndTime)
The time when the training of the version completed.
|
DescribeModelVersionResponse.Builder |
trainingExecutionStartTime(Instant trainingExecutionStartTime)
The time when the training of the version began.
|
build, responseMetadata, responseMetadatasdkHttpResponse, sdkHttpResponseequalsBySdkFields, sdkFieldscopyapplyMutation, buildDescribeModelVersionResponse.Builder modelName(String modelName)
The name of the machine learning model that this version belongs to.
modelName - The name of the machine learning model that this version belongs to.DescribeModelVersionResponse.Builder modelArn(String modelArn)
The Amazon Resource Name (ARN) of the parent machine learning model that this version belong to.
modelArn - The Amazon Resource Name (ARN) of the parent machine learning model that this version belong to.DescribeModelVersionResponse.Builder modelVersion(Long modelVersion)
The version of the machine learning model.
modelVersion - The version of the machine learning model.DescribeModelVersionResponse.Builder modelVersionArn(String modelVersionArn)
The Amazon Resource Name (ARN) of the model version.
modelVersionArn - The Amazon Resource Name (ARN) of the model version.DescribeModelVersionResponse.Builder status(String status)
The current status of the model version.
status - The current status of the model version.ModelVersionStatus,
ModelVersionStatusDescribeModelVersionResponse.Builder status(ModelVersionStatus status)
The current status of the model version.
status - The current status of the model version.ModelVersionStatus,
ModelVersionStatusDescribeModelVersionResponse.Builder sourceType(String sourceType)
Indicates whether this model version was created by training or by importing.
sourceType - Indicates whether this model version was created by training or by importing.ModelVersionSourceType,
ModelVersionSourceTypeDescribeModelVersionResponse.Builder sourceType(ModelVersionSourceType sourceType)
Indicates whether this model version was created by training or by importing.
sourceType - Indicates whether this model version was created by training or by importing.ModelVersionSourceType,
ModelVersionSourceTypeDescribeModelVersionResponse.Builder datasetName(String datasetName)
The name of the dataset used to train the model version.
datasetName - The name of the dataset used to train the model version.DescribeModelVersionResponse.Builder datasetArn(String datasetArn)
The Amazon Resource Name (ARN) of the dataset used to train the model version.
datasetArn - The Amazon Resource Name (ARN) of the dataset used to train the model version.DescribeModelVersionResponse.Builder schema(String schema)
The schema of the data used to train the model version.
schema - The schema of the data used to train the model version.DescribeModelVersionResponse.Builder labelsInputConfiguration(LabelsInputConfiguration labelsInputConfiguration)
labelsInputConfiguration - The new value for the LabelsInputConfiguration property for this object.default DescribeModelVersionResponse.Builder labelsInputConfiguration(Consumer<LabelsInputConfiguration.Builder> labelsInputConfiguration)
LabelsInputConfiguration.Builder
avoiding the need to create one manually via LabelsInputConfiguration.builder().
When the Consumer completes, SdkBuilder.build() is called immediately
and its result is passed to labelsInputConfiguration(LabelsInputConfiguration).
labelsInputConfiguration - a consumer that will call methods on LabelsInputConfiguration.BuilderlabelsInputConfiguration(LabelsInputConfiguration)DescribeModelVersionResponse.Builder trainingDataStartTime(Instant trainingDataStartTime)
The date on which the training data began being gathered. If you imported the version, this is the date that the training data in the source version began being gathered.
trainingDataStartTime - The date on which the training data began being gathered. If you imported the version, this is the
date that the training data in the source version began being gathered.DescribeModelVersionResponse.Builder trainingDataEndTime(Instant trainingDataEndTime)
The date on which the training data finished being gathered. If you imported the version, this is the date that the training data in the source version finished being gathered.
trainingDataEndTime - The date on which the training data finished being gathered. If you imported the version, this is the
date that the training data in the source version finished being gathered.DescribeModelVersionResponse.Builder evaluationDataStartTime(Instant evaluationDataStartTime)
The date on which the data in the evaluation set began being gathered. If you imported the version, this is the date that the evaluation set data in the source version began being gathered.
evaluationDataStartTime - The date on which the data in the evaluation set began being gathered. If you imported the version,
this is the date that the evaluation set data in the source version began being gathered.DescribeModelVersionResponse.Builder evaluationDataEndTime(Instant evaluationDataEndTime)
The date on which the data in the evaluation set began being gathered. If you imported the version, this is the date that the evaluation set data in the source version finished being gathered.
evaluationDataEndTime - The date on which the data in the evaluation set began being gathered. If you imported the version,
this is the date that the evaluation set data in the source version finished being gathered.DescribeModelVersionResponse.Builder roleArn(String roleArn)
The Amazon Resource Name (ARN) of the role that was used to train the model version.
roleArn - The Amazon Resource Name (ARN) of the role that was used to train the model version.DescribeModelVersionResponse.Builder dataPreProcessingConfiguration(DataPreProcessingConfiguration dataPreProcessingConfiguration)
dataPreProcessingConfiguration - The new value for the DataPreProcessingConfiguration property for this object.default DescribeModelVersionResponse.Builder dataPreProcessingConfiguration(Consumer<DataPreProcessingConfiguration.Builder> dataPreProcessingConfiguration)
DataPreProcessingConfiguration.Builder
avoiding the need to create one manually via DataPreProcessingConfiguration.builder().
When the Consumer completes, SdkBuilder.build() is called
immediately and its result is passed to
dataPreProcessingConfiguration(DataPreProcessingConfiguration).
dataPreProcessingConfiguration - a consumer that will call methods on DataPreProcessingConfiguration.BuilderdataPreProcessingConfiguration(DataPreProcessingConfiguration)DescribeModelVersionResponse.Builder trainingExecutionStartTime(Instant trainingExecutionStartTime)
The time when the training of the version began.
trainingExecutionStartTime - The time when the training of the version began.DescribeModelVersionResponse.Builder trainingExecutionEndTime(Instant trainingExecutionEndTime)
The time when the training of the version completed.
trainingExecutionEndTime - The time when the training of the version completed.DescribeModelVersionResponse.Builder failedReason(String failedReason)
The failure message if the training of the model version failed.
failedReason - The failure message if the training of the model version failed.DescribeModelVersionResponse.Builder modelMetrics(String modelMetrics)
Shows an aggregated summary, in JSON format, of the model's performance within the evaluation time range. These metrics are created when evaluating the model.
modelMetrics - Shows an aggregated summary, in JSON format, of the model's performance within the evaluation time
range. These metrics are created when evaluating the model.DescribeModelVersionResponse.Builder lastUpdatedTime(Instant lastUpdatedTime)
Indicates the last time the machine learning model version was updated.
lastUpdatedTime - Indicates the last time the machine learning model version was updated.DescribeModelVersionResponse.Builder createdAt(Instant createdAt)
Indicates the time and date at which the machine learning model version was created.
createdAt - Indicates the time and date at which the machine learning model version was created.DescribeModelVersionResponse.Builder serverSideKmsKeyId(String serverSideKmsKeyId)
The identifier of the KMS key key used to encrypt model version data by Amazon Lookout for Equipment.
serverSideKmsKeyId - The identifier of the KMS key key used to encrypt model version data by Amazon Lookout for Equipment.DescribeModelVersionResponse.Builder offCondition(String offCondition)
Indicates that the asset associated with this sensor has been shut off. As long as this condition is met, Lookout for Equipment will not use data from this asset for training, evaluation, or inference.
offCondition - Indicates that the asset associated with this sensor has been shut off. As long as this condition is
met, Lookout for Equipment will not use data from this asset for training, evaluation, or inference.DescribeModelVersionResponse.Builder sourceModelVersionArn(String sourceModelVersionArn)
If model version was imported, then this field is the arn of the source model version.
sourceModelVersionArn - If model version was imported, then this field is the arn of the source model version.DescribeModelVersionResponse.Builder importJobStartTime(Instant importJobStartTime)
The date and time when the import job began. This field appears if the model version was imported.
importJobStartTime - The date and time when the import job began. This field appears if the model version was imported.DescribeModelVersionResponse.Builder importJobEndTime(Instant importJobEndTime)
The date and time when the import job completed. This field appears if the model version was imported.
importJobEndTime - The date and time when the import job completed. This field appears if the model version was imported.DescribeModelVersionResponse.Builder importedDataSizeInBytes(Long importedDataSizeInBytes)
The size in bytes of the imported data. This field appears if the model version was imported.
importedDataSizeInBytes - The size in bytes of the imported data. This field appears if the model version was imported.DescribeModelVersionResponse.Builder priorModelMetrics(String priorModelMetrics)
If the model version was retrained, this field shows a summary of the performance of the prior model on the new training range. You can use the information in this JSON-formatted object to compare the new model version and the prior model version.
priorModelMetrics - If the model version was retrained, this field shows a summary of the performance of the prior model
on the new training range. You can use the information in this JSON-formatted object to compare the
new model version and the prior model version.DescribeModelVersionResponse.Builder retrainingAvailableDataInDays(Integer retrainingAvailableDataInDays)
Indicates the number of days of data used in the most recent scheduled retraining run.
retrainingAvailableDataInDays - Indicates the number of days of data used in the most recent scheduled retraining run.DescribeModelVersionResponse.Builder autoPromotionResult(String autoPromotionResult)
Indicates whether the model version was promoted to be the active version after retraining or if there was an error with or cancellation of the retraining.
autoPromotionResult - Indicates whether the model version was promoted to be the active version after retraining or if there
was an error with or cancellation of the retraining.AutoPromotionResult,
AutoPromotionResultDescribeModelVersionResponse.Builder autoPromotionResult(AutoPromotionResult autoPromotionResult)
Indicates whether the model version was promoted to be the active version after retraining or if there was an error with or cancellation of the retraining.
autoPromotionResult - Indicates whether the model version was promoted to be the active version after retraining or if there
was an error with or cancellation of the retraining.AutoPromotionResult,
AutoPromotionResultDescribeModelVersionResponse.Builder autoPromotionResultReason(String autoPromotionResultReason)
Indicates the reason for the AutoPromotionResult. For example, a model might not be promoted if
its performance was worse than the active version, if there was an error during training, or if the
retraining scheduler was using MANUAL promote mode. The model will be promoted in
MANAGED promote mode if the performance is better than the previous model.
autoPromotionResultReason - Indicates the reason for the AutoPromotionResult. For example, a model might not be
promoted if its performance was worse than the active version, if there was an error during training,
or if the retraining scheduler was using MANUAL promote mode. The model will be promoted
in MANAGED promote mode if the performance is better than the previous model.Copyright © 2023. All rights reserved.