@ThreadSafe @Generated(value="com.amazonaws:aws-java-sdk-code-generator") public class AmazonLookoutEquipmentClient extends AmazonWebServiceClient implements AmazonLookoutEquipment
Amazon Lookout for Equipment is a machine learning service that uses advanced analytics to identify anomalies in machines from sensor data for use in predictive maintenance.
LOGGING_AWS_REQUEST_METRIC
ENDPOINT_PREFIX
Modifier and Type | Method and Description |
---|---|
static AmazonLookoutEquipmentClientBuilder |
builder() |
CreateDatasetResult |
createDataset(CreateDatasetRequest request)
Creates a container for a collection of data being ingested for analysis.
|
CreateInferenceSchedulerResult |
createInferenceScheduler(CreateInferenceSchedulerRequest request)
Creates a scheduled inference.
|
CreateLabelResult |
createLabel(CreateLabelRequest request)
Creates a label for an event.
|
CreateLabelGroupResult |
createLabelGroup(CreateLabelGroupRequest request)
Creates a group of labels.
|
CreateModelResult |
createModel(CreateModelRequest request)
Creates a machine learning model for data inference.
|
CreateRetrainingSchedulerResult |
createRetrainingScheduler(CreateRetrainingSchedulerRequest request)
Creates a retraining scheduler on the specified model.
|
DeleteDatasetResult |
deleteDataset(DeleteDatasetRequest request)
Deletes a dataset and associated artifacts.
|
DeleteInferenceSchedulerResult |
deleteInferenceScheduler(DeleteInferenceSchedulerRequest request)
Deletes an inference scheduler that has been set up.
|
DeleteLabelResult |
deleteLabel(DeleteLabelRequest request)
Deletes a label.
|
DeleteLabelGroupResult |
deleteLabelGroup(DeleteLabelGroupRequest request)
Deletes a group of labels.
|
DeleteModelResult |
deleteModel(DeleteModelRequest request)
Deletes a machine learning model currently available for Amazon Lookout for Equipment.
|
DeleteResourcePolicyResult |
deleteResourcePolicy(DeleteResourcePolicyRequest request)
Deletes the resource policy attached to the resource.
|
DeleteRetrainingSchedulerResult |
deleteRetrainingScheduler(DeleteRetrainingSchedulerRequest request)
Deletes a retraining scheduler from a model.
|
DescribeDataIngestionJobResult |
describeDataIngestionJob(DescribeDataIngestionJobRequest request)
Provides information on a specific data ingestion job such as creation time, dataset ARN, and status.
|
DescribeDatasetResult |
describeDataset(DescribeDatasetRequest request)
Provides a JSON description of the data in each time series dataset, including names, column names, and data
types.
|
DescribeInferenceSchedulerResult |
describeInferenceScheduler(DescribeInferenceSchedulerRequest request)
Specifies information about the inference scheduler being used, including name, model, status, and associated
metadata
|
DescribeLabelResult |
describeLabel(DescribeLabelRequest request)
Returns the name of the label.
|
DescribeLabelGroupResult |
describeLabelGroup(DescribeLabelGroupRequest request)
Returns information about the label group.
|
DescribeModelResult |
describeModel(DescribeModelRequest request)
Provides a JSON containing the overall information about a specific machine learning model, including model name
and ARN, dataset, training and evaluation information, status, and so on.
|
DescribeModelVersionResult |
describeModelVersion(DescribeModelVersionRequest request)
Retrieves information about a specific machine learning model version.
|
DescribeResourcePolicyResult |
describeResourcePolicy(DescribeResourcePolicyRequest request)
Provides the details of a resource policy attached to a resource.
|
DescribeRetrainingSchedulerResult |
describeRetrainingScheduler(DescribeRetrainingSchedulerRequest request)
Provides a description of the retraining scheduler, including information such as the model name and retraining
parameters.
|
ResponseMetadata |
getCachedResponseMetadata(AmazonWebServiceRequest request)
Returns additional metadata for a previously executed successful, request, typically used for debugging issues
where a service isn't acting as expected.
|
ImportDatasetResult |
importDataset(ImportDatasetRequest request)
Imports a dataset.
|
ImportModelVersionResult |
importModelVersion(ImportModelVersionRequest request)
Imports a model that has been trained successfully.
|
ListDataIngestionJobsResult |
listDataIngestionJobs(ListDataIngestionJobsRequest request)
Provides a list of all data ingestion jobs, including dataset name and ARN, S3 location of the input data,
status, and so on.
|
ListDatasetsResult |
listDatasets(ListDatasetsRequest request)
Lists all datasets currently available in your account, filtering on the dataset name.
|
ListInferenceEventsResult |
listInferenceEvents(ListInferenceEventsRequest request)
Lists all inference events that have been found for the specified inference scheduler.
|
ListInferenceExecutionsResult |
listInferenceExecutions(ListInferenceExecutionsRequest request)
Lists all inference executions that have been performed by the specified inference scheduler.
|
ListInferenceSchedulersResult |
listInferenceSchedulers(ListInferenceSchedulersRequest request)
Retrieves a list of all inference schedulers currently available for your account.
|
ListLabelGroupsResult |
listLabelGroups(ListLabelGroupsRequest request)
Returns a list of the label groups.
|
ListLabelsResult |
listLabels(ListLabelsRequest request)
Provides a list of labels.
|
ListModelsResult |
listModels(ListModelsRequest request)
Generates a list of all models in the account, including model name and ARN, dataset, and status.
|
ListModelVersionsResult |
listModelVersions(ListModelVersionsRequest request)
Generates a list of all model versions for a given model, including the model version, model version ARN, and
status.
|
ListRetrainingSchedulersResult |
listRetrainingSchedulers(ListRetrainingSchedulersRequest request)
Lists all retraining schedulers in your account, filtering by model name prefix and status.
|
ListSensorStatisticsResult |
listSensorStatistics(ListSensorStatisticsRequest request)
Lists statistics about the data collected for each of the sensors that have been successfully ingested in the
particular dataset.
|
ListTagsForResourceResult |
listTagsForResource(ListTagsForResourceRequest request)
Lists all the tags for a specified resource, including key and value.
|
PutResourcePolicyResult |
putResourcePolicy(PutResourcePolicyRequest request)
Creates a resource control policy for a given resource.
|
void |
shutdown()
Shuts down this client object, releasing any resources that might be held
open.
|
StartDataIngestionJobResult |
startDataIngestionJob(StartDataIngestionJobRequest request)
Starts a data ingestion job.
|
StartInferenceSchedulerResult |
startInferenceScheduler(StartInferenceSchedulerRequest request)
Starts an inference scheduler.
|
StartRetrainingSchedulerResult |
startRetrainingScheduler(StartRetrainingSchedulerRequest request)
Starts a retraining scheduler.
|
StopInferenceSchedulerResult |
stopInferenceScheduler(StopInferenceSchedulerRequest request)
Stops an inference scheduler.
|
StopRetrainingSchedulerResult |
stopRetrainingScheduler(StopRetrainingSchedulerRequest request)
Stops a retraining scheduler.
|
TagResourceResult |
tagResource(TagResourceRequest request)
Associates a given tag to a resource in your account.
|
UntagResourceResult |
untagResource(UntagResourceRequest request)
Removes a specific tag from a given resource.
|
UpdateActiveModelVersionResult |
updateActiveModelVersion(UpdateActiveModelVersionRequest request)
Sets the active model version for a given machine learning model.
|
UpdateInferenceSchedulerResult |
updateInferenceScheduler(UpdateInferenceSchedulerRequest request)
Updates an inference scheduler.
|
UpdateLabelGroupResult |
updateLabelGroup(UpdateLabelGroupRequest request)
Updates the label group.
|
UpdateModelResult |
updateModel(UpdateModelRequest request)
Updates a model in the account.
|
UpdateRetrainingSchedulerResult |
updateRetrainingScheduler(UpdateRetrainingSchedulerRequest request)
Updates a retraining scheduler.
|
addRequestHandler, addRequestHandler, configureRegion, getClientConfiguration, getEndpointPrefix, getMonitoringListeners, getRequestMetricsCollector, getServiceName, getSignerByURI, getSignerOverride, getSignerRegionOverride, getTimeOffset, makeImmutable, removeRequestHandler, removeRequestHandler, setEndpoint, setEndpoint, setRegion, setServiceNameIntern, setSignerRegionOverride, setTimeOffset, withEndpoint, withRegion, withRegion, withTimeOffset
public static AmazonLookoutEquipmentClientBuilder builder()
public CreateDatasetResult createDataset(CreateDatasetRequest request)
Creates a container for a collection of data being ingested for analysis. The dataset contains the metadata describing where the data is and what the data actually looks like. For example, it contains the location of the data source, the data schema, and other information. A dataset also contains any tags associated with the ingested data.
createDataset
in interface AmazonLookoutEquipment
createDatasetRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.ServiceQuotaExceededException
- Resource limitations have been exceeded.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public CreateInferenceSchedulerResult createInferenceScheduler(CreateInferenceSchedulerRequest request)
Creates a scheduled inference. Scheduling an inference is setting up a continuous real-time inference plan to analyze new measurement data. When setting up the schedule, you provide an S3 bucket location for the input data, assign it a delimiter between separate entries in the data, set an offset delay if desired, and set the frequency of inferencing. You must also provide an S3 bucket location for the output data.
createInferenceScheduler
in interface AmazonLookoutEquipment
createInferenceSchedulerRequest
- ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ServiceQuotaExceededException
- Resource limitations have been exceeded.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public CreateLabelResult createLabel(CreateLabelRequest request)
Creates a label for an event.
createLabel
in interface AmazonLookoutEquipment
createLabelRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.ServiceQuotaExceededException
- Resource limitations have been exceeded.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public CreateLabelGroupResult createLabelGroup(CreateLabelGroupRequest request)
Creates a group of labels.
createLabelGroup
in interface AmazonLookoutEquipment
createLabelGroupRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.ServiceQuotaExceededException
- Resource limitations have been exceeded.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public CreateModelResult createModel(CreateModelRequest request)
Creates a machine learning model for data inference.
A machine-learning (ML) model is a mathematical model that finds patterns in your data. In Amazon Lookout for Equipment, the model learns the patterns of normal behavior and detects abnormal behavior that could be potential equipment failure (or maintenance events). The models are made by analyzing normal data and abnormalities in machine behavior that have already occurred.
Your model is trained using a portion of the data from your dataset and uses that data to learn patterns of normal behavior and abnormal patterns that lead to equipment failure. Another portion of the data is used to evaluate the model's accuracy.
createModel
in interface AmazonLookoutEquipment
createModelRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.ServiceQuotaExceededException
- Resource limitations have been exceeded.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.AccessDeniedException
- The request could not be completed because you do not have access to the resource.public CreateRetrainingSchedulerResult createRetrainingScheduler(CreateRetrainingSchedulerRequest request)
Creates a retraining scheduler on the specified model.
createRetrainingScheduler
in interface AmazonLookoutEquipment
createRetrainingSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DeleteDatasetResult deleteDataset(DeleteDatasetRequest request)
Deletes a dataset and associated artifacts. The operation will check to see if any inference scheduler or data ingestion job is currently using the dataset, and if there isn't, the dataset, its metadata, and any associated data stored in S3 will be deleted. This does not affect any models that used this dataset for training and evaluation, but does prevent it from being used in the future.
deleteDataset
in interface AmazonLookoutEquipment
deleteDatasetRequest
- ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.AccessDeniedException
- The request could not be completed because you do not have access to the resource.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.public DeleteInferenceSchedulerResult deleteInferenceScheduler(DeleteInferenceSchedulerRequest request)
Deletes an inference scheduler that has been set up. Prior inference results will not be deleted.
deleteInferenceScheduler
in interface AmazonLookoutEquipment
deleteInferenceSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DeleteLabelResult deleteLabel(DeleteLabelRequest request)
Deletes a label.
deleteLabel
in interface AmazonLookoutEquipment
deleteLabelRequest
- ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.AccessDeniedException
- The request could not be completed because you do not have access to the resource.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.public DeleteLabelGroupResult deleteLabelGroup(DeleteLabelGroupRequest request)
Deletes a group of labels.
deleteLabelGroup
in interface AmazonLookoutEquipment
deleteLabelGroupRequest
- ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.AccessDeniedException
- The request could not be completed because you do not have access to the resource.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.public DeleteModelResult deleteModel(DeleteModelRequest request)
Deletes a machine learning model currently available for Amazon Lookout for Equipment. This will prevent it from being used with an inference scheduler, even one that is already set up.
deleteModel
in interface AmazonLookoutEquipment
deleteModelRequest
- ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.AccessDeniedException
- The request could not be completed because you do not have access to the resource.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.public DeleteResourcePolicyResult deleteResourcePolicy(DeleteResourcePolicyRequest request)
Deletes the resource policy attached to the resource.
deleteResourcePolicy
in interface AmazonLookoutEquipment
deleteResourcePolicyRequest
- ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.AccessDeniedException
- The request could not be completed because you do not have access to the resource.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.public DeleteRetrainingSchedulerResult deleteRetrainingScheduler(DeleteRetrainingSchedulerRequest request)
Deletes a retraining scheduler from a model. The retraining scheduler must be in the STOPPED
status.
deleteRetrainingScheduler
in interface AmazonLookoutEquipment
deleteRetrainingSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeDataIngestionJobResult describeDataIngestionJob(DescribeDataIngestionJobRequest request)
Provides information on a specific data ingestion job such as creation time, dataset ARN, and status.
describeDataIngestionJob
in interface AmazonLookoutEquipment
describeDataIngestionJobRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeDatasetResult describeDataset(DescribeDatasetRequest request)
Provides a JSON description of the data in each time series dataset, including names, column names, and data types.
describeDataset
in interface AmazonLookoutEquipment
describeDatasetRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeInferenceSchedulerResult describeInferenceScheduler(DescribeInferenceSchedulerRequest request)
Specifies information about the inference scheduler being used, including name, model, status, and associated metadata
describeInferenceScheduler
in interface AmazonLookoutEquipment
describeInferenceSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeLabelResult describeLabel(DescribeLabelRequest request)
Returns the name of the label.
describeLabel
in interface AmazonLookoutEquipment
describeLabelRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeLabelGroupResult describeLabelGroup(DescribeLabelGroupRequest request)
Returns information about the label group.
describeLabelGroup
in interface AmazonLookoutEquipment
describeLabelGroupRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeModelResult describeModel(DescribeModelRequest request)
Provides a JSON containing the overall information about a specific machine learning model, including model name and ARN, dataset, training and evaluation information, status, and so on.
describeModel
in interface AmazonLookoutEquipment
describeModelRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeModelVersionResult describeModelVersion(DescribeModelVersionRequest request)
Retrieves information about a specific machine learning model version.
describeModelVersion
in interface AmazonLookoutEquipment
describeModelVersionRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeResourcePolicyResult describeResourcePolicy(DescribeResourcePolicyRequest request)
Provides the details of a resource policy attached to a resource.
describeResourcePolicy
in interface AmazonLookoutEquipment
describeResourcePolicyRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public DescribeRetrainingSchedulerResult describeRetrainingScheduler(DescribeRetrainingSchedulerRequest request)
Provides a description of the retraining scheduler, including information such as the model name and retraining parameters.
describeRetrainingScheduler
in interface AmazonLookoutEquipment
describeRetrainingSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ImportDatasetResult importDataset(ImportDatasetRequest request)
Imports a dataset.
importDataset
in interface AmazonLookoutEquipment
importDatasetRequest
- ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ServiceQuotaExceededException
- Resource limitations have been exceeded.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ImportModelVersionResult importModelVersion(ImportModelVersionRequest request)
Imports a model that has been trained successfully.
importModelVersion
in interface AmazonLookoutEquipment
importModelVersionRequest
- ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ServiceQuotaExceededException
- Resource limitations have been exceeded.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListDataIngestionJobsResult listDataIngestionJobs(ListDataIngestionJobsRequest request)
Provides a list of all data ingestion jobs, including dataset name and ARN, S3 location of the input data, status, and so on.
listDataIngestionJobs
in interface AmazonLookoutEquipment
listDataIngestionJobsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListDatasetsResult listDatasets(ListDatasetsRequest request)
Lists all datasets currently available in your account, filtering on the dataset name.
listDatasets
in interface AmazonLookoutEquipment
listDatasetsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListInferenceEventsResult listInferenceEvents(ListInferenceEventsRequest request)
Lists all inference events that have been found for the specified inference scheduler.
listInferenceEvents
in interface AmazonLookoutEquipment
listInferenceEventsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListInferenceExecutionsResult listInferenceExecutions(ListInferenceExecutionsRequest request)
Lists all inference executions that have been performed by the specified inference scheduler.
listInferenceExecutions
in interface AmazonLookoutEquipment
listInferenceExecutionsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListInferenceSchedulersResult listInferenceSchedulers(ListInferenceSchedulersRequest request)
Retrieves a list of all inference schedulers currently available for your account.
listInferenceSchedulers
in interface AmazonLookoutEquipment
listInferenceSchedulersRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListLabelGroupsResult listLabelGroups(ListLabelGroupsRequest request)
Returns a list of the label groups.
listLabelGroups
in interface AmazonLookoutEquipment
listLabelGroupsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListLabelsResult listLabels(ListLabelsRequest request)
Provides a list of labels.
listLabels
in interface AmazonLookoutEquipment
listLabelsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListModelVersionsResult listModelVersions(ListModelVersionsRequest request)
Generates a list of all model versions for a given model, including the model version, model version ARN, and
status. To list a subset of versions, use the MaxModelVersion
and MinModelVersion
fields.
listModelVersions
in interface AmazonLookoutEquipment
listModelVersionsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListModelsResult listModels(ListModelsRequest request)
Generates a list of all models in the account, including model name and ARN, dataset, and status.
listModels
in interface AmazonLookoutEquipment
listModelsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListRetrainingSchedulersResult listRetrainingSchedulers(ListRetrainingSchedulersRequest request)
Lists all retraining schedulers in your account, filtering by model name prefix and status.
listRetrainingSchedulers
in interface AmazonLookoutEquipment
listRetrainingSchedulersRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListSensorStatisticsResult listSensorStatistics(ListSensorStatisticsRequest request)
Lists statistics about the data collected for each of the sensors that have been successfully ingested in the particular dataset. Can also be used to retreive Sensor Statistics for a previous ingestion job.
listSensorStatistics
in interface AmazonLookoutEquipment
listSensorStatisticsRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ListTagsForResourceResult listTagsForResource(ListTagsForResourceRequest request)
Lists all the tags for a specified resource, including key and value.
listTagsForResource
in interface AmazonLookoutEquipment
listTagsForResourceRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public PutResourcePolicyResult putResourcePolicy(PutResourcePolicyRequest request)
Creates a resource control policy for a given resource.
putResourcePolicy
in interface AmazonLookoutEquipment
putResourcePolicyRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.ServiceQuotaExceededException
- Resource limitations have been exceeded.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public StartDataIngestionJobResult startDataIngestionJob(StartDataIngestionJobRequest request)
Starts a data ingestion job. Amazon Lookout for Equipment returns the job status.
startDataIngestionJob
in interface AmazonLookoutEquipment
startDataIngestionJobRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.ServiceQuotaExceededException
- Resource limitations have been exceeded.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public StartInferenceSchedulerResult startInferenceScheduler(StartInferenceSchedulerRequest request)
Starts an inference scheduler.
startInferenceScheduler
in interface AmazonLookoutEquipment
startInferenceSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public StartRetrainingSchedulerResult startRetrainingScheduler(StartRetrainingSchedulerRequest request)
Starts a retraining scheduler.
startRetrainingScheduler
in interface AmazonLookoutEquipment
startRetrainingSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public StopInferenceSchedulerResult stopInferenceScheduler(StopInferenceSchedulerRequest request)
Stops an inference scheduler.
stopInferenceScheduler
in interface AmazonLookoutEquipment
stopInferenceSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public StopRetrainingSchedulerResult stopRetrainingScheduler(StopRetrainingSchedulerRequest request)
Stops a retraining scheduler.
stopRetrainingScheduler
in interface AmazonLookoutEquipment
stopRetrainingSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public TagResourceResult tagResource(TagResourceRequest request)
Associates a given tag to a resource in your account. A tag is a key-value pair which can be added to an Amazon Lookout for Equipment resource as metadata. Tags can be used for organizing your resources as well as helping you to search and filter by tag. Multiple tags can be added to a resource, either when you create it, or later. Up to 50 tags can be associated with each resource.
tagResource
in interface AmazonLookoutEquipment
tagResourceRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ServiceQuotaExceededException
- Resource limitations have been exceeded.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public UntagResourceResult untagResource(UntagResourceRequest request)
Removes a specific tag from a given resource. The tag is specified by its key.
untagResource
in interface AmazonLookoutEquipment
untagResourceRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public UpdateActiveModelVersionResult updateActiveModelVersion(UpdateActiveModelVersionRequest request)
Sets the active model version for a given machine learning model.
updateActiveModelVersion
in interface AmazonLookoutEquipment
updateActiveModelVersionRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.public UpdateInferenceSchedulerResult updateInferenceScheduler(UpdateInferenceSchedulerRequest request)
Updates an inference scheduler.
updateInferenceScheduler
in interface AmazonLookoutEquipment
updateInferenceSchedulerRequest
- ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public UpdateLabelGroupResult updateLabelGroup(UpdateLabelGroupRequest request)
Updates the label group.
updateLabelGroup
in interface AmazonLookoutEquipment
updateLabelGroupRequest
- ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public UpdateModelResult updateModel(UpdateModelRequest request)
Updates a model in the account.
updateModel
in interface AmazonLookoutEquipment
updateModelRequest
- ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public UpdateRetrainingSchedulerResult updateRetrainingScheduler(UpdateRetrainingSchedulerRequest request)
Updates a retraining scheduler.
updateRetrainingScheduler
in interface AmazonLookoutEquipment
updateRetrainingSchedulerRequest
- ValidationException
- The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related Amazon Web
Services service that's being utilized.ResourceNotFoundException
- The resource requested could not be found. Verify the resource ID and retry your request.ConflictException
- The request could not be completed due to a conflict with the current state of the target resource.ThrottlingException
- The request was denied due to request throttling.AccessDeniedException
- The request could not be completed because you do not have access to the resource.InternalServerException
- Processing of the request has failed because of an unknown error, exception or failure.public ResponseMetadata getCachedResponseMetadata(AmazonWebServiceRequest request)
Response metadata is only cached for a limited period of time, so if you need to access this extra diagnostic information for an executed request, you should use this method to retrieve it as soon as possible after executing the request.
getCachedResponseMetadata
in interface AmazonLookoutEquipment
request
- The originally executed requestpublic void shutdown()
AmazonWebServiceClient
shutdown
in interface AmazonLookoutEquipment
shutdown
in class AmazonWebServiceClient