public static interface DescribeModelResponse.Builder extends LookoutEquipmentResponse.Builder, SdkPojo, CopyableBuilder<DescribeModelResponse.Builder,DescribeModelResponse>
| Modifier and Type | Method and Description |
|---|---|
DescribeModelResponse.Builder |
accumulatedInferenceDataEndTime(Instant accumulatedInferenceDataEndTime)
Indicates the end time of the inference data that has been accumulated.
|
DescribeModelResponse.Builder |
accumulatedInferenceDataStartTime(Instant accumulatedInferenceDataStartTime)
Indicates the start time of the inference data that has been accumulated.
|
DescribeModelResponse.Builder |
activeModelVersion(Long activeModelVersion)
The name of the model version used by the inference schedular when running a scheduled inference execution.
|
DescribeModelResponse.Builder |
activeModelVersionArn(String activeModelVersionArn)
The Amazon Resource Name (ARN) of the model version used by the inference scheduler when running a scheduled
inference execution.
|
DescribeModelResponse.Builder |
createdAt(Instant createdAt)
Indicates the time and date at which the machine learning model was created.
|
default DescribeModelResponse.Builder |
dataPreProcessingConfiguration(Consumer<DataPreProcessingConfiguration.Builder> dataPreProcessingConfiguration)
The configuration is the
TargetSamplingRate, which is the sampling rate of the data after post
processing by Amazon Lookout for Equipment. |
DescribeModelResponse.Builder |
dataPreProcessingConfiguration(DataPreProcessingConfiguration dataPreProcessingConfiguration)
The configuration is the
TargetSamplingRate, which is the sampling rate of the data after post
processing by Amazon Lookout for Equipment. |
DescribeModelResponse.Builder |
datasetArn(String datasetArn)
The Amazon Resouce Name (ARN) of the dataset used to create the machine learning model being described.
|
DescribeModelResponse.Builder |
datasetName(String datasetName)
The name of the dataset being used by the machine learning being described.
|
DescribeModelResponse.Builder |
evaluationDataEndTime(Instant evaluationDataEndTime)
Indicates the time reference in the dataset that was used to end the subset of evaluation data for the
machine learning model.
|
DescribeModelResponse.Builder |
evaluationDataStartTime(Instant evaluationDataStartTime)
Indicates the time reference in the dataset that was used to begin the subset of evaluation data for the
machine learning model.
|
DescribeModelResponse.Builder |
failedReason(String failedReason)
If the training of the machine learning model failed, this indicates the reason for that failure.
|
DescribeModelResponse.Builder |
importJobEndTime(Instant importJobEndTime)
The date and time when the import job was completed.
|
DescribeModelResponse.Builder |
importJobStartTime(Instant importJobStartTime)
The date and time when the import job was started.
|
default DescribeModelResponse.Builder |
labelsInputConfiguration(Consumer<LabelsInputConfiguration.Builder> labelsInputConfiguration)
Specifies configuration information about the labels input, including its S3 location.
|
DescribeModelResponse.Builder |
labelsInputConfiguration(LabelsInputConfiguration labelsInputConfiguration)
Specifies configuration information about the labels input, including its S3 location.
|
DescribeModelResponse.Builder |
lastUpdatedTime(Instant lastUpdatedTime)
Indicates the last time the machine learning model was updated.
|
DescribeModelResponse.Builder |
latestScheduledRetrainingAvailableDataInDays(Integer latestScheduledRetrainingAvailableDataInDays)
Indicates the number of days of data used in the most recent scheduled retraining run.
|
DescribeModelResponse.Builder |
latestScheduledRetrainingFailedReason(String latestScheduledRetrainingFailedReason)
If the model version was generated by retraining and the training failed, this indicates the reason for that
failure.
|
DescribeModelResponse.Builder |
latestScheduledRetrainingModelVersion(Long latestScheduledRetrainingModelVersion)
Indicates the most recent model version that was generated by retraining.
|
DescribeModelResponse.Builder |
latestScheduledRetrainingStartTime(Instant latestScheduledRetrainingStartTime)
Indicates the start time of the most recent scheduled retraining run.
|
DescribeModelResponse.Builder |
latestScheduledRetrainingStatus(ModelVersionStatus latestScheduledRetrainingStatus)
Indicates the status of the most recent scheduled retraining run.
|
DescribeModelResponse.Builder |
latestScheduledRetrainingStatus(String latestScheduledRetrainingStatus)
Indicates the status of the most recent scheduled retraining run.
|
DescribeModelResponse.Builder |
modelArn(String modelArn)
The Amazon Resource Name (ARN) of the machine learning model being described.
|
DescribeModelResponse.Builder |
modelMetrics(String modelMetrics)
The Model Metrics show an aggregated summary of the model's performance within the evaluation time range.
|
DescribeModelResponse.Builder |
modelName(String modelName)
The name of the machine learning model being described.
|
DescribeModelResponse.Builder |
modelVersionActivatedAt(Instant modelVersionActivatedAt)
The date the active model version was activated.
|
DescribeModelResponse.Builder |
nextScheduledRetrainingStartDate(Instant nextScheduledRetrainingStartDate)
Indicates the date and time that the next scheduled retraining run will start on.
|
DescribeModelResponse.Builder |
offCondition(String offCondition)
Indicates that the asset associated with this sensor has been shut off.
|
DescribeModelResponse.Builder |
previousActiveModelVersion(Long previousActiveModelVersion)
The model version that was set as the active model version prior to the current active model version.
|
DescribeModelResponse.Builder |
previousActiveModelVersionArn(String previousActiveModelVersionArn)
The ARN of the model version that was set as the active model version prior to the current active model
version.
|
DescribeModelResponse.Builder |
previousModelVersionActivatedAt(Instant previousModelVersionActivatedAt)
The date and time when the previous active model version was activated.
|
DescribeModelResponse.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.
|
DescribeModelResponse.Builder |
retrainingSchedulerStatus(RetrainingSchedulerStatus retrainingSchedulerStatus)
Indicates the status of the retraining scheduler.
|
DescribeModelResponse.Builder |
retrainingSchedulerStatus(String retrainingSchedulerStatus)
Indicates the status of the retraining scheduler.
|
DescribeModelResponse.Builder |
roleArn(String roleArn)
The Amazon Resource Name (ARN) of a role with permission to access the data source for the machine learning
model being described.
|
DescribeModelResponse.Builder |
schema(String schema)
A JSON description of the data that is in each time series dataset, including names, column names, and data
types.
|
DescribeModelResponse.Builder |
serverSideKmsKeyId(String serverSideKmsKeyId)
Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment.
|
DescribeModelResponse.Builder |
sourceModelVersionArn(String sourceModelVersionArn)
The Amazon Resource Name (ARN) of the source model version.
|
DescribeModelResponse.Builder |
status(ModelStatus status)
Specifies the current status of the model being described.
|
DescribeModelResponse.Builder |
status(String status)
Specifies the current status of the model being described.
|
DescribeModelResponse.Builder |
trainingDataEndTime(Instant trainingDataEndTime)
Indicates the time reference in the dataset that was used to end the subset of training data for the machine
learning model.
|
DescribeModelResponse.Builder |
trainingDataStartTime(Instant trainingDataStartTime)
Indicates the time reference in the dataset that was used to begin the subset of training data for the
machine learning model.
|
DescribeModelResponse.Builder |
trainingExecutionEndTime(Instant trainingExecutionEndTime)
Indicates the time at which the training of the machine learning model was completed.
|
DescribeModelResponse.Builder |
trainingExecutionStartTime(Instant trainingExecutionStartTime)
Indicates the time at which the training of the machine learning model began.
|
build, responseMetadata, responseMetadatasdkHttpResponse, sdkHttpResponseequalsBySdkFields, sdkFieldscopyapplyMutation, buildDescribeModelResponse.Builder modelName(String modelName)
The name of the machine learning model being described.
modelName - The name of the machine learning model being described.DescribeModelResponse.Builder modelArn(String modelArn)
The Amazon Resource Name (ARN) of the machine learning model being described.
modelArn - The Amazon Resource Name (ARN) of the machine learning model being described.DescribeModelResponse.Builder datasetName(String datasetName)
The name of the dataset being used by the machine learning being described.
datasetName - The name of the dataset being used by the machine learning being described.DescribeModelResponse.Builder datasetArn(String datasetArn)
The Amazon Resouce Name (ARN) of the dataset used to create the machine learning model being described.
datasetArn - The Amazon Resouce Name (ARN) of the dataset used to create the machine learning model being
described.DescribeModelResponse.Builder schema(String schema)
A JSON description of the data that is in each time series dataset, including names, column names, and data types.
schema - A JSON description of the data that is in each time series dataset, including names, column names, and
data types.DescribeModelResponse.Builder labelsInputConfiguration(LabelsInputConfiguration labelsInputConfiguration)
Specifies configuration information about the labels input, including its S3 location.
labelsInputConfiguration - Specifies configuration information about the labels input, including its S3 location.default DescribeModelResponse.Builder labelsInputConfiguration(Consumer<LabelsInputConfiguration.Builder> labelsInputConfiguration)
Specifies configuration information about the labels input, including its S3 location.
This is a convenience method that creates an instance of theLabelsInputConfiguration.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)DescribeModelResponse.Builder trainingDataStartTime(Instant trainingDataStartTime)
Indicates the time reference in the dataset that was used to begin the subset of training data for the machine learning model.
trainingDataStartTime - Indicates the time reference in the dataset that was used to begin the subset of training data for the
machine learning model.DescribeModelResponse.Builder trainingDataEndTime(Instant trainingDataEndTime)
Indicates the time reference in the dataset that was used to end the subset of training data for the machine learning model.
trainingDataEndTime - Indicates the time reference in the dataset that was used to end the subset of training data for the
machine learning model.DescribeModelResponse.Builder evaluationDataStartTime(Instant evaluationDataStartTime)
Indicates the time reference in the dataset that was used to begin the subset of evaluation data for the machine learning model.
evaluationDataStartTime - Indicates the time reference in the dataset that was used to begin the subset of evaluation data for
the machine learning model.DescribeModelResponse.Builder evaluationDataEndTime(Instant evaluationDataEndTime)
Indicates the time reference in the dataset that was used to end the subset of evaluation data for the machine learning model.
evaluationDataEndTime - Indicates the time reference in the dataset that was used to end the subset of evaluation data for the
machine learning model.DescribeModelResponse.Builder roleArn(String roleArn)
The Amazon Resource Name (ARN) of a role with permission to access the data source for the machine learning model being described.
roleArn - The Amazon Resource Name (ARN) of a role with permission to access the data source for the machine
learning model being described.DescribeModelResponse.Builder dataPreProcessingConfiguration(DataPreProcessingConfiguration dataPreProcessingConfiguration)
The configuration is the TargetSamplingRate, which is the sampling rate of the data after post
processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1
second level and you want the system to resample the data at a 1 minute rate before training, the
TargetSamplingRate is 1 minute.
When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate
you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is
PT15M, and the value for a 1 hour rate is PT1H
dataPreProcessingConfiguration - The configuration is the TargetSamplingRate, which is the sampling rate of the data after
post processing by Amazon Lookout for Equipment. For example, if you provide data that has been
collected at a 1 second level and you want the system to resample the data at a 1 minute rate before
training, the TargetSamplingRate is 1 minute.
When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the
rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate
is PT15M, and the value for a 1 hour rate is PT1H
default DescribeModelResponse.Builder dataPreProcessingConfiguration(Consumer<DataPreProcessingConfiguration.Builder> dataPreProcessingConfiguration)
The configuration is the TargetSamplingRate, which is the sampling rate of the data after post
processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1
second level and you want the system to resample the data at a 1 minute rate before training, the
TargetSamplingRate is 1 minute.
When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate
you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is
PT15M, and the value for a 1 hour rate is PT1H
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)DescribeModelResponse.Builder status(String status)
Specifies the current status of the model being described. Status describes the status of the most recent action of the model.
status - Specifies the current status of the model being described. Status describes the status of the most
recent action of the model.ModelStatus,
ModelStatusDescribeModelResponse.Builder status(ModelStatus status)
Specifies the current status of the model being described. Status describes the status of the most recent action of the model.
status - Specifies the current status of the model being described. Status describes the status of the most
recent action of the model.ModelStatus,
ModelStatusDescribeModelResponse.Builder trainingExecutionStartTime(Instant trainingExecutionStartTime)
Indicates the time at which the training of the machine learning model began.
trainingExecutionStartTime - Indicates the time at which the training of the machine learning model began.DescribeModelResponse.Builder trainingExecutionEndTime(Instant trainingExecutionEndTime)
Indicates the time at which the training of the machine learning model was completed.
trainingExecutionEndTime - Indicates the time at which the training of the machine learning model was completed.DescribeModelResponse.Builder failedReason(String failedReason)
If the training of the machine learning model failed, this indicates the reason for that failure.
failedReason - If the training of the machine learning model failed, this indicates the reason for that failure.DescribeModelResponse.Builder modelMetrics(String modelMetrics)
The Model Metrics show an aggregated summary of the model's performance within the evaluation time range. This is the JSON content of the metrics created when evaluating the model.
modelMetrics - The Model Metrics show an aggregated summary of the model's performance within the evaluation time
range. This is the JSON content of the metrics created when evaluating the model.DescribeModelResponse.Builder lastUpdatedTime(Instant lastUpdatedTime)
Indicates the last time the machine learning model was updated. The type of update is not specified.
lastUpdatedTime - Indicates the last time the machine learning model was updated. The type of update is not specified.DescribeModelResponse.Builder createdAt(Instant createdAt)
Indicates the time and date at which the machine learning model was created.
createdAt - Indicates the time and date at which the machine learning model was created.DescribeModelResponse.Builder serverSideKmsKeyId(String serverSideKmsKeyId)
Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment.
serverSideKmsKeyId - Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment.DescribeModelResponse.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.DescribeModelResponse.Builder sourceModelVersionArn(String sourceModelVersionArn)
The Amazon Resource Name (ARN) of the source model version. This field appears if the active model version was imported.
sourceModelVersionArn - The Amazon Resource Name (ARN) of the source model version. This field appears if the active model
version was imported.DescribeModelResponse.Builder importJobStartTime(Instant importJobStartTime)
The date and time when the import job was started. This field appears if the active model version was imported.
importJobStartTime - The date and time when the import job was started. This field appears if the active model version was
imported.DescribeModelResponse.Builder importJobEndTime(Instant importJobEndTime)
The date and time when the import job was completed. This field appears if the active model version was imported.
importJobEndTime - The date and time when the import job was completed. This field appears if the active model version
was imported.DescribeModelResponse.Builder activeModelVersion(Long activeModelVersion)
The name of the model version used by the inference schedular when running a scheduled inference execution.
activeModelVersion - The name of the model version used by the inference schedular when running a scheduled inference
execution.DescribeModelResponse.Builder activeModelVersionArn(String activeModelVersionArn)
The Amazon Resource Name (ARN) of the model version used by the inference scheduler when running a scheduled inference execution.
activeModelVersionArn - The Amazon Resource Name (ARN) of the model version used by the inference scheduler when running a
scheduled inference execution.DescribeModelResponse.Builder modelVersionActivatedAt(Instant modelVersionActivatedAt)
The date the active model version was activated.
modelVersionActivatedAt - The date the active model version was activated.DescribeModelResponse.Builder previousActiveModelVersion(Long previousActiveModelVersion)
The model version that was set as the active model version prior to the current active model version.
previousActiveModelVersion - The model version that was set as the active model version prior to the current active model version.DescribeModelResponse.Builder previousActiveModelVersionArn(String previousActiveModelVersionArn)
The ARN of the model version that was set as the active model version prior to the current active model version.
previousActiveModelVersionArn - The ARN of the model version that was set as the active model version prior to the current active
model version.DescribeModelResponse.Builder previousModelVersionActivatedAt(Instant previousModelVersionActivatedAt)
The date and time when the previous active model version was activated.
previousModelVersionActivatedAt - The date and time when the previous active model version was activated.DescribeModelResponse.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.DescribeModelResponse.Builder latestScheduledRetrainingFailedReason(String latestScheduledRetrainingFailedReason)
If the model version was generated by retraining and the training failed, this indicates the reason for that failure.
latestScheduledRetrainingFailedReason - If the model version was generated by retraining and the training failed, this indicates the reason
for that failure.DescribeModelResponse.Builder latestScheduledRetrainingStatus(String latestScheduledRetrainingStatus)
Indicates the status of the most recent scheduled retraining run.
latestScheduledRetrainingStatus - Indicates the status of the most recent scheduled retraining run.ModelVersionStatus,
ModelVersionStatusDescribeModelResponse.Builder latestScheduledRetrainingStatus(ModelVersionStatus latestScheduledRetrainingStatus)
Indicates the status of the most recent scheduled retraining run.
latestScheduledRetrainingStatus - Indicates the status of the most recent scheduled retraining run.ModelVersionStatus,
ModelVersionStatusDescribeModelResponse.Builder latestScheduledRetrainingModelVersion(Long latestScheduledRetrainingModelVersion)
Indicates the most recent model version that was generated by retraining.
latestScheduledRetrainingModelVersion - Indicates the most recent model version that was generated by retraining.DescribeModelResponse.Builder latestScheduledRetrainingStartTime(Instant latestScheduledRetrainingStartTime)
Indicates the start time of the most recent scheduled retraining run.
latestScheduledRetrainingStartTime - Indicates the start time of the most recent scheduled retraining run.DescribeModelResponse.Builder latestScheduledRetrainingAvailableDataInDays(Integer latestScheduledRetrainingAvailableDataInDays)
Indicates the number of days of data used in the most recent scheduled retraining run.
latestScheduledRetrainingAvailableDataInDays - Indicates the number of days of data used in the most recent scheduled retraining run.DescribeModelResponse.Builder nextScheduledRetrainingStartDate(Instant nextScheduledRetrainingStartDate)
Indicates the date and time that the next scheduled retraining run will start on. Lookout for Equipment truncates the time you provide to the nearest UTC day.
nextScheduledRetrainingStartDate - Indicates the date and time that the next scheduled retraining run will start on. Lookout for
Equipment truncates the time you provide to the nearest UTC day.DescribeModelResponse.Builder accumulatedInferenceDataStartTime(Instant accumulatedInferenceDataStartTime)
Indicates the start time of the inference data that has been accumulated.
accumulatedInferenceDataStartTime - Indicates the start time of the inference data that has been accumulated.DescribeModelResponse.Builder accumulatedInferenceDataEndTime(Instant accumulatedInferenceDataEndTime)
Indicates the end time of the inference data that has been accumulated.
accumulatedInferenceDataEndTime - Indicates the end time of the inference data that has been accumulated.DescribeModelResponse.Builder retrainingSchedulerStatus(String retrainingSchedulerStatus)
Indicates the status of the retraining scheduler.
retrainingSchedulerStatus - Indicates the status of the retraining scheduler.RetrainingSchedulerStatus,
RetrainingSchedulerStatusDescribeModelResponse.Builder retrainingSchedulerStatus(RetrainingSchedulerStatus retrainingSchedulerStatus)
Indicates the status of the retraining scheduler.
retrainingSchedulerStatus - Indicates the status of the retraining scheduler.RetrainingSchedulerStatus,
RetrainingSchedulerStatusCopyright © 2023. All rights reserved.