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Lookoutequipment Classes

BaseValidatorModel

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CategoricalValues

Status

  • Type: typing.Literal['NO_ISSUE_DETECTED', 'POTENTIAL_ISSUE_DETECTED']
  • Required: Yes

NumberOfCategory

  • Type: typing.Optional[int]

CountPercent

Count

  • Type:
  • Required: Yes

Percentage

  • Type:
  • Required: Yes

CreateDatasetRequest

DatasetName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DatasetSchema

  • Type:

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]]

CreateDatasetResponse

DatasetName

  • Type:
  • Required: Yes

DatasetArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['ACTIVE', 'CREATED', 'IMPORT_IN_PROGRESS', 'INGESTION_IN_PROGRESS']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateInferenceSchedulerRequest

ModelName

  • Type:
  • Required: Yes

InferenceSchedulerName

  • Type:
  • Required: Yes

DataUploadFrequency

  • Type: typing.Literal['PT10M', 'PT15M', 'PT1H', 'PT30M', 'PT5M']
  • Required: Yes

DataInputConfiguration

  • Type:
  • Required: Yes

DataOutputConfiguration

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DataDelayOffsetInMinutes

  • Type: typing.Optional[int]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]]

CreateInferenceSchedulerResponse

InferenceSchedulerArn

  • Type:
  • Required: Yes

InferenceSchedulerName

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ModelQuality

  • Type: typing.Literal['CANNOT_DETERMINE_QUALITY', 'POOR_QUALITY_DETECTED', 'QUALITY_THRESHOLD_MET']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateLabelGroupRequest

LabelGroupName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

FaultCodes

  • Type: typing.Optional[typing.List[str]]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]]

CreateLabelGroupResponse

LabelGroupName

  • Type:
  • Required: Yes

LabelGroupArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateLabelRequest

LabelGroupName

  • Type:
  • Required: Yes

StartTime

  • Type: typing.Union[datetime.datetime, str]
  • Required: Yes

EndTime

  • Type: typing.Union[datetime.datetime, str]
  • Required: Yes

Rating

  • Type: typing.Literal['ANOMALY', 'NEUTRAL', 'NO_ANOMALY']
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

FaultCode

  • Type: typing.Optional[str]

Notes

  • Type: typing.Optional[str]

Equipment

  • Type: typing.Optional[str]

CreateLabelResponse

LabelId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelRequest

ModelName

  • Type:
  • Required: Yes

DatasetName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DatasetSchema

  • Type:

LabelsInputConfiguration

  • Type:

TrainingDataStartTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

TrainingDataEndTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

EvaluationDataStartTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

EvaluationDataEndTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

RoleArn

  • Type: typing.Optional[str]

DataPreProcessingConfiguration

  • Type:

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]]

OffCondition

  • Type: typing.Optional[str]

ModelDiagnosticsOutputConfiguration

  • Type:

CreateModelResponse

ModelArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateRetrainingSchedulerRequest

ModelName

  • Type:
  • Required: Yes

RetrainingFrequency

  • Type:
  • Required: Yes

LookbackWindow

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

RetrainingStartDate

  • Type: typing.Union[datetime.datetime, str, NoneType]

PromoteMode

  • Type: typing.Optional[typing.Literal['MANAGED', 'MANUAL']]

CreateRetrainingSchedulerResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DataIngestionJobSummary

JobId

  • Type: typing.Optional[str]

DatasetName

  • Type: typing.Optional[str]

DatasetArn

  • Type: typing.Optional[str]

IngestionInputConfiguration

  • Type:

Status

  • Type: typing.Optional[typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

DataPreProcessingConfiguration

TargetSamplingRate

  • Type: typing.Optional[typing.Literal['PT10M', 'PT10S', 'PT15M', 'PT15S', 'PT1H', 'PT1M', 'PT1S', 'PT30M', 'PT30S', 'PT5M', 'PT5S']]

DataQualitySummary

InsufficientSensorData

  • Type:
  • Required: Yes

MissingSensorData

  • Type:
  • Required: Yes

InvalidSensorData

  • Type:
  • Required: Yes

UnsupportedTimestamps

  • Type:
  • Required: Yes

DuplicateTimestamps

  • Type:
  • Required: Yes

DatasetSchema

InlineDataSchema

  • Type: typing.Optional[str]

DatasetSummary

DatasetName

  • Type: typing.Optional[str]

DatasetArn

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['ACTIVE', 'CREATED', 'IMPORT_IN_PROGRESS', 'INGESTION_IN_PROGRESS']]

CreatedAt

  • Type: typing.Optional[datetime.datetime]

DeleteDatasetRequest

DatasetName

  • Type:
  • Required: Yes

DeleteInferenceSchedulerRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

DeleteLabelGroupRequest

LabelGroupName

  • Type:
  • Required: Yes

DeleteLabelRequest

LabelGroupName

  • Type:
  • Required: Yes

LabelId

  • Type:
  • Required: Yes

DeleteModelRequest

ModelName

  • Type:
  • Required: Yes

DeleteResourcePolicyRequest

ResourceArn

  • Type:
  • Required: Yes

DeleteRetrainingSchedulerRequest

ModelName

  • Type:
  • Required: Yes

DescribeDataIngestionJobRequest

JobId

  • Type:
  • Required: Yes

DescribeDataIngestionJobResponse

JobId

  • Type:
  • Required: Yes

DatasetArn

  • Type:
  • Required: Yes

IngestionInputConfiguration

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

FailedReason

  • Type:
  • Required: Yes

DataQualitySummary

  • Type:
  • Required: Yes

IngestedFilesSummary

  • Type:
  • Required: Yes

StatusDetail

  • Type:
  • Required: Yes

IngestedDataSize

  • Type:
  • Required: Yes

DataStartTime

  • Type:
  • Required: Yes

DataEndTime

  • Type:
  • Required: Yes

SourceDatasetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeDatasetRequest

DatasetName

  • Type:
  • Required: Yes

DescribeDatasetResponse

DatasetName

  • Type:
  • Required: Yes

DatasetArn

  • Type:
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

LastUpdatedAt

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['ACTIVE', 'CREATED', 'IMPORT_IN_PROGRESS', 'INGESTION_IN_PROGRESS']
  • Required: Yes

Schema

  • Type:
  • Required: Yes

ServerSideKmsKeyId

  • Type:
  • Required: Yes

IngestionInputConfiguration

  • Type:
  • Required: Yes

DataQualitySummary

  • Type:
  • Required: Yes

IngestedFilesSummary

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

DataStartTime

  • Type:
  • Required: Yes

DataEndTime

  • Type:
  • Required: Yes

SourceDatasetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeInferenceSchedulerRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

DescribeInferenceSchedulerResponse

ModelArn

  • Type:
  • Required: Yes

ModelName

  • Type:
  • Required: Yes

InferenceSchedulerName

  • Type:
  • Required: Yes

InferenceSchedulerArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

DataDelayOffsetInMinutes

  • Type:
  • Required: Yes

DataUploadFrequency

  • Type: typing.Literal['PT10M', 'PT15M', 'PT1H', 'PT30M', 'PT5M']
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

UpdatedAt

  • Type:
  • Required: Yes

DataInputConfiguration

  • Type:
  • Required: Yes

DataOutputConfiguration

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ServerSideKmsKeyId

  • Type:
  • Required: Yes

LatestInferenceResult

  • Type: typing.Literal['ANOMALOUS', 'NORMAL']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeLabelGroupRequest

LabelGroupName

  • Type:
  • Required: Yes

DescribeLabelGroupResponse

LabelGroupName

  • Type:
  • Required: Yes

LabelGroupArn

  • Type:
  • Required: Yes

FaultCodes

  • Type: typing.List[str]
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

UpdatedAt

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeLabelRequest

LabelGroupName

  • Type:
  • Required: Yes

LabelId

  • Type:
  • Required: Yes

DescribeLabelResponse

LabelGroupName

  • Type:
  • Required: Yes

LabelGroupArn

  • Type:
  • Required: Yes

LabelId

  • Type:
  • Required: Yes

StartTime

  • Type:
  • Required: Yes

EndTime

  • Type:
  • Required: Yes

Rating

  • Type: typing.Literal['ANOMALY', 'NEUTRAL', 'NO_ANOMALY']
  • Required: Yes

FaultCode

  • Type:
  • Required: Yes

Notes

  • Type:
  • Required: Yes

Equipment

  • Type:
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelRequest

ModelName

  • Type:
  • Required: Yes

DescribeModelResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

DatasetName

  • Type:
  • Required: Yes

DatasetArn

  • Type:
  • Required: Yes

Schema

  • Type:
  • Required: Yes

LabelsInputConfiguration

  • Type:
  • Required: Yes

TrainingDataStartTime

  • Type:
  • Required: Yes

TrainingDataEndTime

  • Type:
  • Required: Yes

EvaluationDataStartTime

  • Type:
  • Required: Yes

EvaluationDataEndTime

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

DataPreProcessingConfiguration

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

TrainingExecutionStartTime

  • Type:
  • Required: Yes

TrainingExecutionEndTime

  • Type:
  • Required: Yes

FailedReason

  • Type:
  • Required: Yes

ModelMetrics

  • Type:
  • Required: Yes

LastUpdatedTime

  • Type:
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

ServerSideKmsKeyId

  • Type:
  • Required: Yes

OffCondition

  • Type:
  • Required: Yes

SourceModelVersionArn

  • Type:
  • Required: Yes

ImportJobStartTime

  • Type:
  • Required: Yes

ImportJobEndTime

  • Type:
  • Required: Yes

ActiveModelVersion

  • Type:
  • Required: Yes

ActiveModelVersionArn

  • Type:
  • Required: Yes

ModelVersionActivatedAt

  • Type:
  • Required: Yes

PreviousActiveModelVersion

  • Type:
  • Required: Yes

PreviousActiveModelVersionArn

  • Type:
  • Required: Yes

PreviousModelVersionActivatedAt

  • Type:
  • Required: Yes

PriorModelMetrics

  • Type:
  • Required: Yes

LatestScheduledRetrainingFailedReason

  • Type:
  • Required: Yes

LatestScheduledRetrainingStatus

  • Type: typing.Literal['CANCELED', 'FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

LatestScheduledRetrainingModelVersion

  • Type:
  • Required: Yes

LatestScheduledRetrainingStartTime

  • Type:
  • Required: Yes

LatestScheduledRetrainingAvailableDataInDays

  • Type:
  • Required: Yes

NextScheduledRetrainingStartDate

  • Type:
  • Required: Yes

AccumulatedInferenceDataStartTime

  • Type:
  • Required: Yes

AccumulatedInferenceDataEndTime

  • Type:
  • Required: Yes

RetrainingSchedulerStatus

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ModelDiagnosticsOutputConfiguration

  • Type:
  • Required: Yes

ModelQuality

  • Type: typing.Literal['CANNOT_DETERMINE_QUALITY', 'POOR_QUALITY_DETECTED', 'QUALITY_THRESHOLD_MET']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelVersionRequest

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

DescribeModelVersionResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

ModelVersionArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['CANCELED', 'FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

SourceType

  • Type: typing.Literal['IMPORT', 'RETRAINING', 'TRAINING']
  • Required: Yes

DatasetName

  • Type:
  • Required: Yes

DatasetArn

  • Type:
  • Required: Yes

Schema

  • Type:
  • Required: Yes

LabelsInputConfiguration

  • Type:
  • Required: Yes

TrainingDataStartTime

  • Type:
  • Required: Yes

TrainingDataEndTime

  • Type:
  • Required: Yes

EvaluationDataStartTime

  • Type:
  • Required: Yes

EvaluationDataEndTime

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

DataPreProcessingConfiguration

  • Type:
  • Required: Yes

TrainingExecutionStartTime

  • Type:
  • Required: Yes

TrainingExecutionEndTime

  • Type:
  • Required: Yes

FailedReason

  • Type:
  • Required: Yes

ModelMetrics

  • Type:
  • Required: Yes

LastUpdatedTime

  • Type:
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

ServerSideKmsKeyId

  • Type:
  • Required: Yes

OffCondition

  • Type:
  • Required: Yes

SourceModelVersionArn

  • Type:
  • Required: Yes

ImportJobStartTime

  • Type:
  • Required: Yes

ImportJobEndTime

  • Type:
  • Required: Yes

ImportedDataSizeInBytes

  • Type:
  • Required: Yes

PriorModelMetrics

  • Type:
  • Required: Yes

RetrainingAvailableDataInDays

  • Type:
  • Required: Yes

AutoPromotionResult

  • Type: typing.Literal['MODEL_NOT_PROMOTED', 'MODEL_PROMOTED', 'RETRAINING_CANCELLED', 'RETRAINING_CUSTOMER_ERROR', 'RETRAINING_INTERNAL_ERROR']
  • Required: Yes

AutoPromotionResultReason

  • Type:
  • Required: Yes

ModelDiagnosticsOutputConfiguration

  • Type:
  • Required: Yes

ModelDiagnosticsResultsObject

  • Type:
  • Required: Yes

ModelQuality

  • Type: typing.Literal['CANNOT_DETERMINE_QUALITY', 'POOR_QUALITY_DETECTED', 'QUALITY_THRESHOLD_MET']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeResourcePolicyRequest

ResourceArn

  • Type:
  • Required: Yes

DescribeResourcePolicyResponse

PolicyRevisionId

  • Type:
  • Required: Yes

ResourcePolicy

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeRetrainingSchedulerRequest

ModelName

  • Type:
  • Required: Yes

DescribeRetrainingSchedulerResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

RetrainingStartDate

  • Type:
  • Required: Yes

RetrainingFrequency

  • Type:
  • Required: Yes

LookbackWindow

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

PromoteMode

  • Type: typing.Literal['MANAGED', 'MANUAL']
  • Required: Yes

CreatedAt

  • Type:
  • Required: Yes

UpdatedAt

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DuplicateTimestamps

TotalNumberOfDuplicateTimestamps

  • Type:
  • Required: Yes

EmptyResponseMetadata

ResponseMetadata

  • Type:
  • Required: Yes

ImportDatasetRequest

SourceDatasetArn

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DatasetName

  • Type: typing.Optional[str]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]]

ImportDatasetResponse

DatasetName

  • Type:
  • Required: Yes

DatasetArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['ACTIVE', 'CREATED', 'IMPORT_IN_PROGRESS', 'INGESTION_IN_PROGRESS']
  • Required: Yes

JobId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ImportModelVersionRequest

SourceModelVersionArn

  • Type:
  • Required: Yes

DatasetName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

ModelName

  • Type: typing.Optional[str]

LabelsInputConfiguration

  • Type:

RoleArn

  • Type: typing.Optional[str]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]]

InferenceDataImportStrategy

  • Type: typing.Optional[typing.Literal['ADD_WHEN_EMPTY', 'NO_IMPORT', 'OVERWRITE']]

ImportModelVersionResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

ModelVersionArn

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['CANCELED', 'FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

InferenceEventSummary

InferenceSchedulerArn

  • Type: typing.Optional[str]

InferenceSchedulerName

  • Type: typing.Optional[str]

EventStartTime

  • Type: typing.Optional[datetime.datetime]

EventEndTime

  • Type: typing.Optional[datetime.datetime]

Diagnostics

  • Type: typing.Optional[str]

EventDurationInSeconds

  • Type: typing.Optional[int]

InferenceExecutionSummary

ModelName

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

InferenceSchedulerName

  • Type: typing.Optional[str]

InferenceSchedulerArn

  • Type: typing.Optional[str]

ScheduledStartTime

  • Type: typing.Optional[datetime.datetime]

DataStartTime

  • Type: typing.Optional[datetime.datetime]

DataEndTime

  • Type: typing.Optional[datetime.datetime]

DataInputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceInputConfiguration]

DataOutputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceOutputConfiguration]

CustomerResultObject

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.S3Object]

Status

  • Type: typing.Optional[typing.Literal['FAILED', 'IN_PROGRESS', 'SUCCESS']]

FailedReason

  • Type: typing.Optional[str]

ModelVersion

  • Type: typing.Optional[int]

ModelVersionArn

  • Type: typing.Optional[str]

InferenceInputConfiguration

S3InputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceS3InputConfiguration]

InputTimeZoneOffset

  • Type: typing.Optional[str]

InferenceInputNameConfiguration

  • Type:

InferenceInputNameConfiguration

TimestampFormat

  • Type: typing.Optional[str]

ComponentTimestampDelimiter

  • Type: typing.Optional[str]

InferenceOutputConfiguration

S3OutputConfiguration

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

InferenceS3InputConfiguration

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

InferenceS3OutputConfiguration

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

InferenceSchedulerSummary

ModelName

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

InferenceSchedulerName

  • Type: typing.Optional[str]

InferenceSchedulerArn

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']]

DataDelayOffsetInMinutes

  • Type: typing.Optional[int]

DataUploadFrequency

  • Type: typing.Optional[typing.Literal['PT10M', 'PT15M', 'PT1H', 'PT30M', 'PT5M']]

LatestInferenceResult

  • Type: typing.Optional[typing.Literal['ANOMALOUS', 'NORMAL']]

IngestedFilesSummary

TotalNumberOfFiles

  • Type:
  • Required: Yes

IngestedNumberOfFiles

  • Type:
  • Required: Yes

DiscardedFiles

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.S3Object]]

IngestionInputConfiguration

S3InputConfiguration

  • Type:
  • Required: Yes

IngestionS3InputConfiguration

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

KeyPattern

  • Type: typing.Optional[str]

InsufficientSensorData

MissingCompleteSensorData

  • Type:
  • Required: Yes

SensorsWithShortDateRange

  • Type:
  • Required: Yes

InvalidSensorData

AffectedSensorCount

  • Type:
  • Required: Yes

TotalNumberOfInvalidValues

  • Type:
  • Required: Yes

LabelGroupSummary

LabelGroupName

  • Type: typing.Optional[str]

LabelGroupArn

  • Type: typing.Optional[str]

CreatedAt

  • Type: typing.Optional[datetime.datetime]

UpdatedAt

  • Type: typing.Optional[datetime.datetime]

LabelSummary

LabelGroupName

  • Type: typing.Optional[str]

LabelId

  • Type: typing.Optional[str]

LabelGroupArn

  • Type: typing.Optional[str]

StartTime

  • Type: typing.Optional[datetime.datetime]

EndTime

  • Type: typing.Optional[datetime.datetime]

Rating

  • Type: typing.Optional[typing.Literal['ANOMALY', 'NEUTRAL', 'NO_ANOMALY']]

FaultCode

  • Type: typing.Optional[str]

Equipment

  • Type: typing.Optional[str]

CreatedAt

  • Type: typing.Optional[datetime.datetime]

LabelsInputConfiguration

S3InputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.LabelsS3InputConfiguration]

LabelGroupName

  • Type: typing.Optional[str]

LabelsS3InputConfiguration

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

LargeTimestampGaps

Status

  • Type: typing.Literal['NO_ISSUE_DETECTED', 'POTENTIAL_ISSUE_DETECTED']
  • Required: Yes

NumberOfLargeTimestampGaps

  • Type: typing.Optional[int]

MaxTimestampGapInDays

  • Type: typing.Optional[int]

ListDataIngestionJobsRequest

DatasetName

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

Status

  • Type: typing.Optional[typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

ListDataIngestionJobsResponse

DataIngestionJobSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.DataIngestionJobSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListDatasetsRequest

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

DatasetNameBeginsWith

  • Type: typing.Optional[str]

ListDatasetsResponse

DatasetSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.DatasetSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceEventsRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

IntervalStartTime

  • Type: typing.Union[datetime.datetime, str]
  • Required: Yes

IntervalEndTime

  • Type: typing.Union[datetime.datetime, str]
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListInferenceEventsResponse

InferenceEventSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceEventSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceExecutionsRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

DataStartTimeAfter

  • Type: typing.Union[datetime.datetime, str, NoneType]

DataEndTimeBefore

  • Type: typing.Union[datetime.datetime, str, NoneType]

Status

  • Type: typing.Optional[typing.Literal['FAILED', 'IN_PROGRESS', 'SUCCESS']]

ListInferenceExecutionsResponse

InferenceExecutionSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceExecutionSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceSchedulersRequest

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

InferenceSchedulerNameBeginsWith

  • Type: typing.Optional[str]

ModelName

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']]

ListInferenceSchedulersResponse

InferenceSchedulerSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceSchedulerSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListLabelGroupsRequest

LabelGroupNameBeginsWith

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListLabelGroupsResponse

LabelGroupSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.LabelGroupSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListLabelsRequest

LabelGroupName

  • Type:
  • Required: Yes

IntervalStartTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

IntervalEndTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

FaultCode

  • Type: typing.Optional[str]

Equipment

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListLabelsResponse

LabelSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.LabelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelVersionsRequest

ModelName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

Status

  • Type: typing.Optional[typing.Literal['CANCELED', 'FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

SourceType

  • Type: typing.Optional[typing.Literal['IMPORT', 'RETRAINING', 'TRAINING']]

CreatedAtEndTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

CreatedAtStartTime

  • Type: typing.Union[datetime.datetime, str, NoneType]

MaxModelVersion

  • Type: typing.Optional[int]

MinModelVersion

  • Type: typing.Optional[int]

ListModelVersionsResponse

ModelVersionSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.ModelVersionSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelsRequest

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

Status

  • Type: typing.Optional[typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

ModelNameBeginsWith

  • Type: typing.Optional[str]

DatasetNameBeginsWith

  • Type: typing.Optional[str]

ListModelsResponse

ModelSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.ModelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListRetrainingSchedulersRequest

ModelNameBeginsWith

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListRetrainingSchedulersResponse

RetrainingSchedulerSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.RetrainingSchedulerSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListSensorStatisticsRequest

DatasetName

  • Type:
  • Required: Yes

IngestionJobId

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListSensorStatisticsResponse

SensorStatisticsSummaries

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.SensorStatisticsSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTagsForResourceRequest

ResourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponse

Tags

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

MissingCompleteSensorData

AffectedSensorCount

  • Type:
  • Required: Yes

MissingSensorData

AffectedSensorCount

  • Type:
  • Required: Yes

TotalNumberOfMissingValues

  • Type:
  • Required: Yes

ModelDiagnosticsOutputConfiguration

S3OutputConfiguration

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

ModelDiagnosticsS3OutputConfiguration

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

ModelSummary

ModelName

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

DatasetName

  • Type: typing.Optional[str]

DatasetArn

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

CreatedAt

  • Type: typing.Optional[datetime.datetime]

ActiveModelVersion

  • Type: typing.Optional[int]

ActiveModelVersionArn

  • Type: typing.Optional[str]

LatestScheduledRetrainingStatus

  • Type: typing.Optional[typing.Literal['CANCELED', 'FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

LatestScheduledRetrainingModelVersion

  • Type: typing.Optional[int]

LatestScheduledRetrainingStartTime

  • Type: typing.Optional[datetime.datetime]

NextScheduledRetrainingStartDate

  • Type: typing.Optional[datetime.datetime]

RetrainingSchedulerStatus

  • Type: typing.Optional[typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']]

ModelDiagnosticsOutputConfiguration

  • Type:

ModelQuality

  • Type: typing.Optional[typing.Literal['CANNOT_DETERMINE_QUALITY', 'POOR_QUALITY_DETECTED', 'QUALITY_THRESHOLD_MET']]

ModelVersionSummary

ModelName

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

ModelVersion

  • Type: typing.Optional[int]

ModelVersionArn

  • Type: typing.Optional[str]

CreatedAt

  • Type: typing.Optional[datetime.datetime]

Status

  • Type: typing.Optional[typing.Literal['CANCELED', 'FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']]

SourceType

  • Type: typing.Optional[typing.Literal['IMPORT', 'RETRAINING', 'TRAINING']]

ModelQuality

  • Type: typing.Optional[typing.Literal['CANNOT_DETERMINE_QUALITY', 'POOR_QUALITY_DETECTED', 'QUALITY_THRESHOLD_MET']]

MonotonicValues

Status

  • Type: typing.Literal['NO_ISSUE_DETECTED', 'POTENTIAL_ISSUE_DETECTED']
  • Required: Yes

Monotonicity

  • Type: typing.Optional[typing.Literal['DECREASING', 'INCREASING', 'STATIC']]

MultipleOperatingModes

Status

  • Type: typing.Literal['NO_ISSUE_DETECTED', 'POTENTIAL_ISSUE_DETECTED']
  • Required: Yes

PutResourcePolicyRequest

ResourceArn

  • Type:
  • Required: Yes

ResourcePolicy

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

PolicyRevisionId

  • Type: typing.Optional[str]

PutResourcePolicyResponse

ResourceArn

  • Type:
  • Required: Yes

PolicyRevisionId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ResponseMetadata

RequestId

  • Type:
  • Required: Yes

HTTPStatusCode

  • Type:
  • Required: Yes

HTTPHeaders

  • Type: typing.Dict[str, str]
  • Required: Yes

RetryAttempts

  • Type:
  • Required: Yes

HostId

  • Type: typing.Optional[str]

RetrainingSchedulerSummary

ModelName

  • Type: typing.Optional[str]

ModelArn

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']]

RetrainingStartDate

  • Type: typing.Optional[datetime.datetime]

RetrainingFrequency

  • Type: typing.Optional[str]

LookbackWindow

  • Type: typing.Optional[str]

S3Object

Bucket

  • Type:
  • Required: Yes

Key

  • Type:
  • Required: Yes

SensorStatisticsSummary

ComponentName

  • Type: typing.Optional[str]

SensorName

  • Type: typing.Optional[str]

DataExists

  • Type: typing.Optional[bool]

MissingValues

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.CountPercent]

InvalidValues

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.CountPercent]

InvalidDateEntries

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.CountPercent]

DuplicateTimestamps

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.CountPercent]

CategoricalValues

  • Type:

MultipleOperatingModes

  • Type:

LargeTimestampGaps

  • Type:

MonotonicValues

  • Type:

DataStartTime

  • Type: typing.Optional[datetime.datetime]

DataEndTime

  • Type: typing.Optional[datetime.datetime]

SensorsWithShortDateRange

AffectedSensorCount

  • Type:
  • Required: Yes

StartDataIngestionJobRequest

DatasetName

  • Type:
  • Required: Yes

IngestionInputConfiguration

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

StartDataIngestionJobResponse

JobId

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['FAILED', 'IMPORT_IN_PROGRESS', 'IN_PROGRESS', 'SUCCESS']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartInferenceSchedulerRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

StartInferenceSchedulerResponse

ModelArn

  • Type:
  • Required: Yes

ModelName

  • Type:
  • Required: Yes

InferenceSchedulerName

  • Type:
  • Required: Yes

InferenceSchedulerArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartRetrainingSchedulerRequest

ModelName

  • Type:
  • Required: Yes

StartRetrainingSchedulerResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopInferenceSchedulerRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

StopInferenceSchedulerResponse

ModelArn

  • Type:
  • Required: Yes

ModelName

  • Type:
  • Required: Yes

InferenceSchedulerName

  • Type:
  • Required: Yes

InferenceSchedulerArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopRetrainingSchedulerRequest

ModelName

  • Type:
  • Required: Yes

StopRetrainingSchedulerResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['PENDING', 'RUNNING', 'STOPPED', 'STOPPING']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

Tag

Key

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

TagResourceRequest

ResourceArn

  • Type:
  • Required: Yes

Tags

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.Tag]
  • Required: Yes

UnsupportedTimestamps

TotalNumberOfUnsupportedTimestamps

  • Type:
  • Required: Yes

UntagResourceRequest

ResourceArn

  • Type:
  • Required: Yes

TagKeys

  • Type: typing.List[str]
  • Required: Yes

UpdateActiveModelVersionRequest

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

UpdateActiveModelVersionResponse

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

CurrentActiveVersion

  • Type:
  • Required: Yes

PreviousActiveVersion

  • Type:
  • Required: Yes

CurrentActiveVersionArn

  • Type:
  • Required: Yes

PreviousActiveVersionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateInferenceSchedulerRequest

InferenceSchedulerName

  • Type:
  • Required: Yes

DataDelayOffsetInMinutes

  • Type: typing.Optional[int]

DataUploadFrequency

  • Type: typing.Optional[typing.Literal['PT10M', 'PT15M', 'PT1H', 'PT30M', 'PT5M']]

DataInputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceInputConfiguration]

DataOutputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment.lookoutequipment_classes.InferenceOutputConfiguration]

RoleArn

  • Type: typing.Optional[str]

UpdateLabelGroupRequest

LabelGroupName

  • Type:
  • Required: Yes

FaultCodes

  • Type: typing.Optional[typing.List[str]]

UpdateModelRequest

ModelName

  • Type:
  • Required: Yes

LabelsInputConfiguration

  • Type:

RoleArn

  • Type: typing.Optional[str]

ModelDiagnosticsOutputConfiguration

  • Type:

UpdateRetrainingSchedulerRequest

ModelName

  • Type:
  • Required: Yes

RetrainingStartDate

  • Type: typing.Union[datetime.datetime, str, NoneType]

RetrainingFrequency

  • Type: typing.Optional[str]

LookbackWindow

  • Type: typing.Optional[str]

PromoteMode

  • Type: typing.Optional[typing.Literal['MANAGED', 'MANUAL']]