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.

DataQualitySummary

class DataQualitySummary

DataQualitySummary gives aggregated statistics over all the sensors about a completed ingestion job. It primarily gives more information about statistics over different incorrect data like MissingCompleteSensorData, MissingSensorData, UnsupportedDateFormats, InsufficientSensorData, DuplicateTimeStamps.

DatasetSchema

class DatasetSchema

Provides information about the data schema used with the given dataset.

DatasetStatus

sealed class DatasetStatus

DatasetSummary

class DatasetSummary

Contains information about the specific data set, including name, ARN, and status.

DataUploadFrequency

sealed class DataUploadFrequency

DeleteDatasetRequest

class DeleteDatasetRequest

DeleteDatasetResponse

class DeleteDatasetResponse

DeleteInferenceSchedulerRequest

class DeleteInferenceSchedulerRequest

DeleteInferenceSchedulerResponse

class DeleteInferenceSchedulerResponse

DeleteLabelGroupRequest

class DeleteLabelGroupRequest

DeleteLabelGroupResponse

class DeleteLabelGroupResponse

DeleteLabelRequest

class DeleteLabelRequest

DeleteLabelResponse

class DeleteLabelResponse

DeleteModelRequest

class DeleteModelRequest

DeleteModelResponse

class DeleteModelResponse

DeleteResourcePolicyRequest

class DeleteResourcePolicyRequest

DeleteResourcePolicyResponse

class DeleteResourcePolicyResponse

DeleteRetrainingSchedulerRequest

class DeleteRetrainingSchedulerRequest

DeleteRetrainingSchedulerResponse

class DeleteRetrainingSchedulerResponse

DescribeDataIngestionJobRequest

class DescribeDataIngestionJobRequest

DescribeDataIngestionJobResponse

class DescribeDataIngestionJobResponse

DescribeDatasetRequest

class DescribeDatasetRequest

DescribeDatasetResponse

class DescribeDatasetResponse

DescribeInferenceSchedulerRequest

class DescribeInferenceSchedulerRequest

DescribeInferenceSchedulerResponse

class DescribeInferenceSchedulerResponse

DescribeLabelGroupRequest

class DescribeLabelGroupRequest

DescribeLabelGroupResponse

class DescribeLabelGroupResponse

DescribeLabelRequest

class DescribeLabelRequest

DescribeLabelResponse

class DescribeLabelResponse

DescribeModelRequest

class DescribeModelRequest

DescribeModelResponse

class DescribeModelResponse

DescribeModelVersionRequest

class DescribeModelVersionRequest

DescribeModelVersionResponse

class DescribeModelVersionResponse

DescribeResourcePolicyRequest

class DescribeResourcePolicyRequest

DescribeResourcePolicyResponse

class DescribeResourcePolicyResponse

DescribeRetrainingSchedulerRequest

class DescribeRetrainingSchedulerRequest

DescribeRetrainingSchedulerResponse

class DescribeRetrainingSchedulerResponse

DuplicateTimestamps

class DuplicateTimestamps

Entity that comprises information abount duplicate timestamps in the dataset.

ImportDatasetRequest

class ImportDatasetRequest

ImportDatasetResponse

class ImportDatasetResponse

ImportModelVersionRequest

class ImportModelVersionRequest

ImportModelVersionResponse

class ImportModelVersionResponse

InferenceDataImportStrategy

sealed class InferenceDataImportStrategy

InferenceEventSummary

class InferenceEventSummary

Contains information about the specific inference event, including start and end time, diagnostics information, event duration and so on.

InferenceExecutionStatus

sealed class InferenceExecutionStatus

InferenceExecutionSummary

class InferenceExecutionSummary

Contains information about the specific inference execution, including input and output data configuration, inference scheduling information, status, and so on.

InferenceInputConfiguration

class InferenceInputConfiguration

Specifies configuration information for the input data for the inference, including Amazon S3 location of input data..

InferenceInputNameConfiguration

class InferenceInputNameConfiguration

Specifies configuration information for the input data for the inference, including timestamp format and delimiter.

InferenceOutputConfiguration

class InferenceOutputConfiguration

Specifies configuration information for the output results from for the inference, including KMS key ID and output S3 location.

InferenceS3InputConfiguration

class InferenceS3InputConfiguration

Specifies configuration information for the input data for the inference, including input data S3 location.

InferenceS3OutputConfiguration

class InferenceS3OutputConfiguration

Specifies configuration information for the output results from the inference, including output S3 location.

InferenceSchedulerStatus

sealed class InferenceSchedulerStatus

InferenceSchedulerSummary

class InferenceSchedulerSummary

Contains information about the specific inference scheduler, including data delay offset, model name and ARN, status, and so on.

IngestedFilesSummary

class IngestedFilesSummary

Gives statistics about how many files have been ingested, and which files have not been ingested, for a particular ingestion job.

IngestionInputConfiguration

class IngestionInputConfiguration

Specifies configuration information for the input data for the data ingestion job, including input data S3 location.

IngestionJobStatus

sealed class IngestionJobStatus

IngestionS3InputConfiguration

class IngestionS3InputConfiguration

Specifies S3 configuration information for the input data for the data ingestion job.

InsufficientSensorData

class InsufficientSensorData

Entity that comprises aggregated information on sensors having insufficient data.

InternalServerException

class InternalServerException : LookoutEquipmentException

Processing of the request has failed because of an unknown error, exception or failure.

InvalidSensorData

class InvalidSensorData

Entity that comprises aggregated information on sensors having insufficient data.

LabelGroupSummary

class LabelGroupSummary

Contains information about the label group.

LabelRating

sealed class LabelRating

LabelsInputConfiguration

class LabelsInputConfiguration

Contains the configuration information for the S3 location being used to hold label data.

LabelsS3InputConfiguration

class LabelsS3InputConfiguration

The location information (prefix and bucket name) for the s3 location being used for label data.

LabelSummary

class LabelSummary

Information about the label.

LargeTimestampGaps

class LargeTimestampGaps

Entity that comprises information on large gaps between consecutive timestamps in data.

LatestInferenceResult

sealed class LatestInferenceResult

ListDataIngestionJobsRequest

class ListDataIngestionJobsRequest

ListDataIngestionJobsResponse

class ListDataIngestionJobsResponse

ListDatasetsRequest

class ListDatasetsRequest

ListDatasetsResponse

class ListDatasetsResponse

ListInferenceEventsRequest

class ListInferenceEventsRequest

ListInferenceEventsResponse

class ListInferenceEventsResponse

ListInferenceExecutionsRequest

class ListInferenceExecutionsRequest

ListInferenceExecutionsResponse

class ListInferenceExecutionsResponse

ListInferenceSchedulersRequest

class ListInferenceSchedulersRequest

ListInferenceSchedulersResponse

class ListInferenceSchedulersResponse

ListLabelGroupsRequest

class ListLabelGroupsRequest

ListLabelGroupsResponse

class ListLabelGroupsResponse

ListLabelsRequest

class ListLabelsRequest

ListLabelsResponse

class ListLabelsResponse

ListModelsRequest

class ListModelsRequest

ListModelsResponse

class ListModelsResponse

ListModelVersionsRequest

class ListModelVersionsRequest

ListModelVersionsResponse

class ListModelVersionsResponse

ListRetrainingSchedulersRequest

class ListRetrainingSchedulersRequest

ListRetrainingSchedulersResponse

class ListRetrainingSchedulersResponse

ListSensorStatisticsRequest

class ListSensorStatisticsRequest

ListSensorStatisticsResponse

class ListSensorStatisticsResponse

ListTagsForResourceRequest

class ListTagsForResourceRequest

ListTagsForResourceResponse

class ListTagsForResourceResponse

LookoutEquipmentException

open class LookoutEquipmentException : AwsServiceException

Base class for all service related exceptions thrown by the LookoutEquipment client

MissingCompleteSensorData

class MissingCompleteSensorData

Entity that comprises information on sensors that have sensor data completely missing.

MissingSensorData

class MissingSensorData

Entity that comprises aggregated information on sensors having missing data.

ModelDiagnosticsOutputConfiguration

class ModelDiagnosticsOutputConfiguration

Output configuration information for the pointwise model diagnostics for an Amazon Lookout for Equipment model.

ModelDiagnosticsS3OutputConfiguration

class ModelDiagnosticsS3OutputConfiguration

The Amazon S3 location for the pointwise model diagnostics for an Amazon Lookout for Equipment model.

ModelPromoteMode

sealed class ModelPromoteMode

ModelQuality

sealed class ModelQuality

ModelStatus

sealed class ModelStatus

ModelSummary

class ModelSummary

Provides information about the specified machine learning model, including dataset and model names and ARNs, as well as status.

ModelVersionSourceType

sealed class ModelVersionSourceType

ModelVersionStatus

sealed class ModelVersionStatus

ModelVersionSummary

class ModelVersionSummary

Contains information about the specific model version.

Monotonicity

sealed class Monotonicity

MonotonicValues

class MonotonicValues

Entity that comprises information on monotonic values in the data.

MultipleOperatingModes

class MultipleOperatingModes

Entity that comprises information on operating modes in data.

PutResourcePolicyRequest

class PutResourcePolicyRequest

PutResourcePolicyResponse

class PutResourcePolicyResponse

ResourceNotFoundException

class ResourceNotFoundException : LookoutEquipmentException

The resource requested could not be found. Verify the resource ID and retry your request.

RetrainingSchedulerStatus

sealed class RetrainingSchedulerStatus

RetrainingSchedulerSummary

class RetrainingSchedulerSummary

Provides information about the specified retraining scheduler, including model name, status, start date, frequency, and lookback window.

S3Object

class S3Object

Contains information about an S3 bucket.

SensorStatisticsSummary

class SensorStatisticsSummary

Summary of ingestion statistics like whether data exists, number of missing values, number of invalid values and so on related to the particular sensor.

SensorsWithShortDateRange

class SensorsWithShortDateRange

Entity that comprises information on sensors that have shorter date range.

ServiceQuotaExceededException

class ServiceQuotaExceededException : LookoutEquipmentException

Resource limitations have been exceeded.

StartDataIngestionJobRequest

class StartDataIngestionJobRequest

StartDataIngestionJobResponse

class StartDataIngestionJobResponse

StartInferenceSchedulerRequest

class StartInferenceSchedulerRequest