Skip to content

Lookoutequipment Classes

BaseValidatorModel

Oops! This Pydantic model is currently empty. Stay tuned!

CategoricalValuesTypeDef

Status

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

NumberOfCategory

  • Type: typing.Optional[int]

CountPercentTypeDef

Count

  • Type:
  • Required: Yes

Percentage

  • Type:
  • Required: Yes

CreateDatasetRequestRequestTypeDef

DatasetName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DatasetSchema

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.DatasetSchemaTypeDef]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]]

CreateDatasetResponseTypeDef

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

CreateInferenceSchedulerRequestRequestTypeDef

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.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]]

CreateInferenceSchedulerResponseTypeDef

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

CreateLabelGroupRequestRequestTypeDef

LabelGroupName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

FaultCodes

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

Tags

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]]

CreateLabelGroupResponseTypeDef

LabelGroupName

  • Type:
  • Required: Yes

LabelGroupArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateLabelRequestRequestTypeDef

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]

CreateLabelResponseTypeDef

LabelId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

DatasetName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DatasetSchema

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.DatasetSchemaTypeDef]

LabelsInputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.LabelsInputConfigurationTypeDef]

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: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.DataPreProcessingConfigurationTypeDef]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]]

OffCondition

  • Type: typing.Optional[str]

ModelDiagnosticsOutputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.ModelDiagnosticsOutputConfigurationTypeDef]

CreateModelResponseTypeDef

ModelArn

  • Type:
  • Required: Yes

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

CreateRetrainingSchedulerRequestRequestTypeDef

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']]

CreateRetrainingSchedulerResponseTypeDef

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

DataIngestionJobSummaryTypeDef

JobId

  • Type: typing.Optional[str]

DatasetName

  • Type: typing.Optional[str]

DatasetArn

  • Type: typing.Optional[str]

IngestionInputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.IngestionInputConfigurationTypeDef]

Status

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

DataPreProcessingConfigurationTypeDef

TargetSamplingRate

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

DataQualitySummaryTypeDef

InsufficientSensorData

  • Type:
  • Required: Yes

MissingSensorData

  • Type:
  • Required: Yes

InvalidSensorData

  • Type:
  • Required: Yes

UnsupportedTimestamps

  • Type:
  • Required: Yes

DuplicateTimestamps

  • Type:
  • Required: Yes

DatasetSchemaTypeDef

InlineDataSchema

  • Type: typing.Optional[str]

DatasetSummaryTypeDef

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]

DeleteDatasetRequestRequestTypeDef

DatasetName

  • Type:
  • Required: Yes

DeleteInferenceSchedulerRequestRequestTypeDef

InferenceSchedulerName

  • Type:
  • Required: Yes

DeleteLabelGroupRequestRequestTypeDef

LabelGroupName

  • Type:
  • Required: Yes

DeleteLabelRequestRequestTypeDef

LabelGroupName

  • Type:
  • Required: Yes

LabelId

  • Type:
  • Required: Yes

DeleteModelRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

DeleteResourcePolicyRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

DeleteRetrainingSchedulerRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

DescribeDataIngestionJobRequestRequestTypeDef

JobId

  • Type:
  • Required: Yes

DescribeDataIngestionJobResponseTypeDef

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

DescribeDatasetRequestRequestTypeDef

DatasetName

  • Type:
  • Required: Yes

DescribeDatasetResponseTypeDef

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

DescribeInferenceSchedulerRequestRequestTypeDef

InferenceSchedulerName

  • Type:
  • Required: Yes

DescribeInferenceSchedulerResponseTypeDef

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

DescribeLabelGroupRequestRequestTypeDef

LabelGroupName

  • Type:
  • Required: Yes

DescribeLabelGroupResponseTypeDef

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

DescribeLabelRequestRequestTypeDef

LabelGroupName

  • Type:
  • Required: Yes

LabelId

  • Type:
  • Required: Yes

DescribeLabelResponseTypeDef

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

DescribeModelRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

DescribeModelResponseTypeDef

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

DescribeModelVersionRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

DescribeModelVersionResponseTypeDef

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

DescribeResourcePolicyRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

DescribeResourcePolicyResponseTypeDef

PolicyRevisionId

  • Type:
  • Required: Yes

ResourcePolicy

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeRetrainingSchedulerRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

DescribeRetrainingSchedulerResponseTypeDef

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

DuplicateTimestampsTypeDef

TotalNumberOfDuplicateTimestamps

  • Type:
  • Required: Yes

EmptyResponseMetadataTypeDef

ResponseMetadata

  • Type:
  • Required: Yes

ImportDatasetRequestRequestTypeDef

SourceDatasetArn

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

DatasetName

  • Type: typing.Optional[str]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]]

ImportDatasetResponseTypeDef

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

ImportModelVersionRequestRequestTypeDef

SourceModelVersionArn

  • Type:
  • Required: Yes

DatasetName

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

ModelName

  • Type: typing.Optional[str]

LabelsInputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.LabelsInputConfigurationTypeDef]

RoleArn

  • Type: typing.Optional[str]

ServerSideKmsKeyId

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]]

InferenceDataImportStrategy

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

ImportModelVersionResponseTypeDef

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

InferenceEventSummaryTypeDef

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]

InferenceExecutionSummaryTypeDef

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_classes.InferenceInputConfigurationTypeDef]

DataOutputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.InferenceOutputConfigurationTypeDef]

CustomerResultObject

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.S3ObjectTypeDef]

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]

InferenceInputConfigurationTypeDef

S3InputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.InferenceS3InputConfigurationTypeDef]

InputTimeZoneOffset

  • Type: typing.Optional[str]

InferenceInputNameConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.InferenceInputNameConfigurationTypeDef]

InferenceInputNameConfigurationTypeDef

TimestampFormat

  • Type: typing.Optional[str]

ComponentTimestampDelimiter

  • Type: typing.Optional[str]

InferenceOutputConfigurationTypeDef

S3OutputConfiguration

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

InferenceS3InputConfigurationTypeDef

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

InferenceS3OutputConfigurationTypeDef

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

InferenceSchedulerSummaryTypeDef

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']]

IngestedFilesSummaryTypeDef

TotalNumberOfFiles

  • Type:
  • Required: Yes

IngestedNumberOfFiles

  • Type:
  • Required: Yes

DiscardedFiles

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutequipment_classes.S3ObjectTypeDef]]

IngestionInputConfigurationTypeDef

S3InputConfiguration

  • Type:
  • Required: Yes

IngestionS3InputConfigurationTypeDef

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

KeyPattern

  • Type: typing.Optional[str]

InsufficientSensorDataTypeDef

MissingCompleteSensorData

  • Type:
  • Required: Yes

SensorsWithShortDateRange

  • Type:
  • Required: Yes

InvalidSensorDataTypeDef

AffectedSensorCount

  • Type:
  • Required: Yes

TotalNumberOfInvalidValues

  • Type:
  • Required: Yes

LabelGroupSummaryTypeDef

LabelGroupName

  • Type: typing.Optional[str]

LabelGroupArn

  • Type: typing.Optional[str]

CreatedAt

  • Type: typing.Optional[datetime.datetime]

UpdatedAt

  • Type: typing.Optional[datetime.datetime]

LabelSummaryTypeDef

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]

LabelsInputConfigurationTypeDef

S3InputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.LabelsS3InputConfigurationTypeDef]

LabelGroupName

  • Type: typing.Optional[str]

LabelsS3InputConfigurationTypeDef

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

LargeTimestampGapsTypeDef

Status

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

NumberOfLargeTimestampGaps

  • Type: typing.Optional[int]

MaxTimestampGapInDays

  • Type: typing.Optional[int]

ListDataIngestionJobsRequestRequestTypeDef

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']]

ListDataIngestionJobsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

DataIngestionJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListDatasetsRequestRequestTypeDef

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

DatasetNameBeginsWith

  • Type: typing.Optional[str]

ListDatasetsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

DatasetSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListInferenceEventsRequestRequestTypeDef

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]

ListInferenceEventsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

InferenceEventSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListInferenceExecutionsRequestRequestTypeDef

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']]

ListInferenceExecutionsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

InferenceExecutionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListInferenceSchedulersRequestRequestTypeDef

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']]

ListInferenceSchedulersResponseTypeDef

NextToken

  • Type:
  • Required: Yes

InferenceSchedulerSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListLabelGroupsRequestRequestTypeDef

LabelGroupNameBeginsWith

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListLabelGroupsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

LabelGroupSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListLabelsRequestRequestTypeDef

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]

ListLabelsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

LabelSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListModelVersionsRequestRequestTypeDef

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]

ListModelVersionsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

ModelVersionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListModelsRequestRequestTypeDef

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]

ListModelsResponseTypeDef

NextToken

  • Type:
  • Required: Yes

ModelSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListRetrainingSchedulersRequestRequestTypeDef

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]

ListRetrainingSchedulersResponseTypeDef

RetrainingSchedulerSummaries

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListSensorStatisticsRequestRequestTypeDef

DatasetName

  • Type:
  • Required: Yes

IngestionJobId

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListSensorStatisticsResponseTypeDef

SensorStatisticsSummaries

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListTagsForResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponseTypeDef

Tags

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

ResponseMetadata

  • Type:
  • Required: Yes

MissingCompleteSensorDataTypeDef

AffectedSensorCount

  • Type:
  • Required: Yes

MissingSensorDataTypeDef

AffectedSensorCount

  • Type:
  • Required: Yes

TotalNumberOfMissingValues

  • Type:
  • Required: Yes

ModelDiagnosticsOutputConfigurationTypeDef

S3OutputConfiguration

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

ModelDiagnosticsS3OutputConfigurationTypeDef

Bucket

  • Type:
  • Required: Yes

Prefix

  • Type: typing.Optional[str]

ModelSummaryTypeDef

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: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.ModelDiagnosticsOutputConfigurationTypeDef]

ModelQuality

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

ModelVersionSummaryTypeDef

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']]

MonotonicValuesTypeDef

Status

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

Monotonicity

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

MultipleOperatingModesTypeDef

Status

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

PutResourcePolicyRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

ResourcePolicy

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

PolicyRevisionId

  • Type: typing.Optional[str]

PutResourcePolicyResponseTypeDef

ResourceArn

  • Type:
  • Required: Yes

PolicyRevisionId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ResponseMetadataTypeDef

RequestId

  • Type:
  • Required: Yes

HostId

  • Type:
  • Required: Yes

HTTPStatusCode

  • Type:
  • Required: Yes

HTTPHeaders

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

RetryAttempts

  • Type:
  • Required: Yes

RetrainingSchedulerSummaryTypeDef

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]

S3ObjectTypeDef

Bucket

  • Type:
  • Required: Yes

Key

  • Type:
  • Required: Yes

SensorStatisticsSummaryTypeDef

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_classes.CountPercentTypeDef]

InvalidValues

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.CountPercentTypeDef]

InvalidDateEntries

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.CountPercentTypeDef]

DuplicateTimestamps

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.CountPercentTypeDef]

CategoricalValues

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.CategoricalValuesTypeDef]

MultipleOperatingModes

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.MultipleOperatingModesTypeDef]

LargeTimestampGaps

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.LargeTimestampGapsTypeDef]

MonotonicValues

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.MonotonicValuesTypeDef]

DataStartTime

  • Type: typing.Optional[datetime.datetime]

DataEndTime

  • Type: typing.Optional[datetime.datetime]

SensorsWithShortDateRangeTypeDef

AffectedSensorCount

  • Type:
  • Required: Yes

StartDataIngestionJobRequestRequestTypeDef

DatasetName

  • Type:
  • Required: Yes

IngestionInputConfiguration

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

StartDataIngestionJobResponseTypeDef

JobId

  • Type:
  • Required: Yes

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

StartInferenceSchedulerRequestRequestTypeDef

InferenceSchedulerName

  • Type:
  • Required: Yes

StartInferenceSchedulerResponseTypeDef

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

StartRetrainingSchedulerRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

StartRetrainingSchedulerResponseTypeDef

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

StopInferenceSchedulerRequestRequestTypeDef

InferenceSchedulerName

  • Type:
  • Required: Yes

StopInferenceSchedulerResponseTypeDef

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

StopRetrainingSchedulerRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

StopRetrainingSchedulerResponseTypeDef

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

TagResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

Tags

  • Type: typing.Sequence[aws_resource_validator.pydantic_models.lookoutequipment_classes.TagTypeDef]
  • Required: Yes

TagTypeDef

Key

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

UnsupportedTimestampsTypeDef

TotalNumberOfUnsupportedTimestamps

  • Type:
  • Required: Yes

UntagResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

TagKeys

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

UpdateActiveModelVersionRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

UpdateActiveModelVersionResponseTypeDef

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

UpdateInferenceSchedulerRequestRequestTypeDef

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_classes.InferenceInputConfigurationTypeDef]

DataOutputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.InferenceOutputConfigurationTypeDef]

RoleArn

  • Type: typing.Optional[str]

UpdateLabelGroupRequestRequestTypeDef

LabelGroupName

  • Type:
  • Required: Yes

FaultCodes

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

UpdateModelRequestRequestTypeDef

ModelName

  • Type:
  • Required: Yes

LabelsInputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.LabelsInputConfigurationTypeDef]

RoleArn

  • Type: typing.Optional[str]

ModelDiagnosticsOutputConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutequipment_classes.ModelDiagnosticsOutputConfigurationTypeDef]

UpdateRetrainingSchedulerRequestRequestTypeDef

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']]