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Lookoutmetrics Classes

Action

SNSConfiguration

  • Type:

LambdaConfiguration

  • Type:

ActivateAnomalyDetectorRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

Alert

Action

  • Type:

AlertDescription

  • Type: typing.Optional[str]

AlertArn

  • Type: typing.Optional[str]

AnomalyDetectorArn

  • Type: typing.Optional[str]

AlertName

  • Type: typing.Optional[str]

AlertSensitivityThreshold

  • Type: typing.Optional[int]

AlertType

  • Type: typing.Optional[typing.Literal['LAMBDA', 'SNS']]

AlertStatus

  • Type: typing.Optional[typing.Literal['ACTIVE', 'INACTIVE']]

LastModificationTime

  • Type: typing.Optional[datetime.datetime]

CreationTime

  • Type: typing.Optional[datetime.datetime]

AlertFilters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AlertFiltersOutput]

AlertFilters

MetricList

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

DimensionFilterList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DimensionFilter]]

AlertFiltersOutput

MetricList

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

DimensionFilterList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DimensionFilterOutput]]

AlertSummary

AlertArn

  • Type: typing.Optional[str]

AnomalyDetectorArn

  • Type: typing.Optional[str]

AlertName

  • Type: typing.Optional[str]

AlertSensitivityThreshold

  • Type: typing.Optional[int]

AlertType

  • Type: typing.Optional[typing.Literal['LAMBDA', 'SNS']]

AlertStatus

  • Type: typing.Optional[typing.Literal['ACTIVE', 'INACTIVE']]

LastModificationTime

  • Type: typing.Optional[datetime.datetime]

CreationTime

  • Type: typing.Optional[datetime.datetime]

Tags

  • Type: typing.Optional[typing.Dict[str, str]]

AnomalyDetectorConfig

AnomalyDetectorFrequency

  • Type: typing.Optional[typing.Literal['P1D', 'PT10M', 'PT1H', 'PT5M']]

AnomalyDetectorConfigSummary

AnomalyDetectorFrequency

  • Type: typing.Optional[typing.Literal['P1D', 'PT10M', 'PT1H', 'PT5M']]

AnomalyDetectorDataQualityMetric

StartTimestamp

  • Type: typing.Optional[datetime.datetime]

MetricSetDataQualityMetricList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetDataQualityMetric]]

AnomalyDetectorSummary

AnomalyDetectorArn

  • Type: typing.Optional[str]

AnomalyDetectorName

  • Type: typing.Optional[str]

AnomalyDetectorDescription

  • Type: typing.Optional[str]

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModificationTime

  • Type: typing.Optional[datetime.datetime]

Status

  • Type: typing.Optional[typing.Literal['ACTIVATING', 'ACTIVE', 'BACK_TEST_ACTIVATING', 'BACK_TEST_ACTIVE', 'BACK_TEST_COMPLETE', 'DEACTIVATED', 'DEACTIVATING', 'DELETING', 'FAILED', 'INACTIVE', 'LEARNING']]

Tags

  • Type: typing.Optional[typing.Dict[str, str]]

AnomalyGroup

StartTime

  • Type: typing.Optional[str]

EndTime

  • Type: typing.Optional[str]

AnomalyGroupId

  • Type: typing.Optional[str]

AnomalyGroupScore

  • Type: typing.Optional[float]

PrimaryMetricName

  • Type: typing.Optional[str]

MetricLevelImpactList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricLevelImpact]]

AnomalyGroupStatistics

EvaluationStartDate

  • Type: typing.Optional[str]

TotalCount

  • Type: typing.Optional[int]

ItemizedMetricStatsList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.ItemizedMetricStats]]

AnomalyGroupSummary

StartTime

  • Type: typing.Optional[str]

EndTime

  • Type: typing.Optional[str]

AnomalyGroupId

  • Type: typing.Optional[str]

AnomalyGroupScore

  • Type: typing.Optional[float]

PrimaryMetricName

  • Type: typing.Optional[str]

AnomalyGroupTimeSeries

AnomalyGroupId

  • Type:
  • Required: Yes

TimeSeriesId

  • Type: typing.Optional[str]

AnomalyGroupTimeSeriesFeedback

AnomalyGroupId

  • Type:
  • Required: Yes

TimeSeriesId

  • Type:
  • Required: Yes

IsAnomaly

  • Type:
  • Required: Yes

AppFlowConfig

RoleArn

  • Type: typing.Optional[str]

FlowName

  • Type: typing.Optional[str]

AthenaSourceConfig

RoleArn

  • Type: typing.Optional[str]

DatabaseName

  • Type: typing.Optional[str]

DataCatalog

  • Type: typing.Optional[str]

TableName

  • Type: typing.Optional[str]

WorkGroupName

  • Type: typing.Optional[str]

S3ResultsPath

  • Type: typing.Optional[str]

BackTestConfiguration

  • Type:

AttributeValue

S

  • Type: typing.Optional[str]

N

  • Type: typing.Optional[str]

B

  • Type: typing.Optional[str]

SS

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

NS

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

BS

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

AutoDetectionMetricSource

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AutoDetectionS3SourceConfig]

AutoDetectionS3SourceConfig

TemplatedPathList

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

HistoricalDataPathList

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

BackTestAnomalyDetectorRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

BackTestConfiguration

RunBackTestMode

  • Type:
  • Required: Yes

BaseValidatorModel

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

CloudWatchConfig

RoleArn

  • Type: typing.Optional[str]

BackTestConfiguration

  • Type:

ContributionMatrix

DimensionContributionList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DimensionContribution]]

CreateAlertRequest

AlertName

  • Type:
  • Required: Yes

AnomalyDetectorArn

  • Type:
  • Required: Yes

Action

  • Type:
  • Required: Yes

AlertSensitivityThreshold

  • Type: typing.Optional[int]

AlertDescription

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Dict[str, str]]

AlertFilters

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AlertFilters, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AlertFiltersOutput, NoneType]

CreateAlertResponse

AlertArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAnomalyDetectorRequest

AnomalyDetectorName

  • Type:
  • Required: Yes

AnomalyDetectorConfig

  • Type:
  • Required: Yes

AnomalyDetectorDescription

  • Type: typing.Optional[str]

KmsKeyArn

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Dict[str, str]]

CreateAnomalyDetectorResponse

AnomalyDetectorArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateMetricSetRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

MetricSetName

  • Type:
  • Required: Yes

MetricList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.Metric]
  • Required: Yes

MetricSource

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSource, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSourceOutput]
  • Required: Yes

MetricSetDescription

  • Type: typing.Optional[str]

Offset

  • Type: typing.Optional[int]

TimestampColumn

  • Type:

DimensionList

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

MetricSetFrequency

  • Type: typing.Optional[typing.Literal['P1D', 'PT10M', 'PT1H', 'PT5M']]

Timezone

  • Type: typing.Optional[str]

Tags

  • Type: typing.Optional[typing.Dict[str, str]]

DimensionFilterList

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetDimensionFilter, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetDimensionFilterOutput]]]

CreateMetricSetResponse

MetricSetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CsvFormatDescriptor

FileCompression

  • Type: typing.Optional[typing.Literal['GZIP', 'NONE']]

Charset

  • Type: typing.Optional[str]

ContainsHeader

  • Type: typing.Optional[bool]

Delimiter

  • Type: typing.Optional[str]

HeaderList

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

QuoteSymbol

  • Type: typing.Optional[str]

CsvFormatDescriptorOutput

FileCompression

  • Type: typing.Optional[typing.Literal['GZIP', 'NONE']]

Charset

  • Type: typing.Optional[str]

ContainsHeader

  • Type: typing.Optional[bool]

Delimiter

  • Type: typing.Optional[str]

HeaderList

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

QuoteSymbol

  • Type: typing.Optional[str]

DataQualityMetric

MetricType

  • Type: typing.Optional[typing.Literal['BACKTEST_INFERENCE_DATA_END_TIME_STAMP', 'BACKTEST_INFERENCE_DATA_START_TIME_STAMP', 'BACKTEST_TRAINING_DATA_END_TIME_STAMP', 'BACKTEST_TRAINING_DATA_START_TIME_STAMP', 'COLUMN_COMPLETENESS', 'DIMENSION_UNIQUENESS', 'INVALID_ROWS_COMPLIANCE', 'ROWS_PARTIAL_COMPLIANCE', 'ROWS_PROCESSED', 'TIME_SERIES_COUNT']]

MetricDescription

  • Type: typing.Optional[str]

RelatedColumnName

  • Type: typing.Optional[str]

MetricValue

  • Type: typing.Optional[float]

DeactivateAnomalyDetectorRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

DeleteAlertRequest

AlertArn

  • Type:
  • Required: Yes

DeleteAnomalyDetectorRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

DescribeAlertRequest

AlertArn

  • Type:
  • Required: Yes

DescribeAlertResponse

Alert

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeAnomalyDetectionExecutionsRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

Timestamp

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

DescribeAnomalyDetectionExecutionsResponse

ExecutionList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.ExecutionStatus]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

DescribeAnomalyDetectorRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

DescribeAnomalyDetectorResponse

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyDetectorName

  • Type:
  • Required: Yes

AnomalyDetectorDescription

  • Type:
  • Required: Yes

AnomalyDetectorConfig

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModificationTime

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['ACTIVATING', 'ACTIVE', 'BACK_TEST_ACTIVATING', 'BACK_TEST_ACTIVE', 'BACK_TEST_COMPLETE', 'DEACTIVATED', 'DEACTIVATING', 'DELETING', 'FAILED', 'INACTIVE', 'LEARNING']
  • Required: Yes

FailureReason

  • Type:
  • Required: Yes

KmsKeyArn

  • Type:
  • Required: Yes

FailureType

  • Type: typing.Literal['ACTIVATION_FAILURE', 'BACK_TEST_ACTIVATION_FAILURE', 'DEACTIVATION_FAILURE', 'DELETION_FAILURE']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeMetricSetRequest

MetricSetArn

  • Type:
  • Required: Yes

DescribeMetricSetResponse

MetricSetArn

  • Type:
  • Required: Yes

AnomalyDetectorArn

  • Type:
  • Required: Yes

MetricSetName

  • Type:
  • Required: Yes

MetricSetDescription

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModificationTime

  • Type:
  • Required: Yes

Offset

  • Type:
  • Required: Yes

MetricList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.Metric]
  • Required: Yes

TimestampColumn

  • Type:
  • Required: Yes

DimensionList

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

MetricSetFrequency

  • Type: typing.Literal['P1D', 'PT10M', 'PT1H', 'PT5M']
  • Required: Yes

Timezone

  • Type:
  • Required: Yes

MetricSource

  • Type:
  • Required: Yes

DimensionFilterList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetDimensionFilterOutput]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectMetricSetConfigRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

AutoDetectionMetricSource

  • Type:
  • Required: Yes

DetectMetricSetConfigResponse

DetectedMetricSetConfig

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectedCsvFormatDescriptor

FileCompression

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

Charset

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

ContainsHeader

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

Delimiter

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

HeaderList

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

QuoteSymbol

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

DetectedField

Value

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AttributeValue]

Confidence

  • Type: typing.Optional[typing.Literal['HIGH', 'LOW', 'NONE']]

Message

  • Type: typing.Optional[str]

DetectedFileFormatDescriptor

CsvFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedCsvFormatDescriptor]

JsonFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedJsonFormatDescriptor]

DetectedJsonFormatDescriptor

FileCompression

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

Charset

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

DetectedMetricSetConfig

Offset

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

MetricSetFrequency

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedField]

MetricSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedMetricSource]

DetectedMetricSource

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedS3SourceConfig]

DetectedS3SourceConfig

FileFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DetectedFileFormatDescriptor]

DimensionContribution

DimensionName

  • Type: typing.Optional[str]

DimensionValueContributionList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DimensionValueContribution]]

DimensionFilter

DimensionName

  • Type: typing.Optional[str]

DimensionValueList

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

DimensionFilterOutput

DimensionName

  • Type: typing.Optional[str]

DimensionValueList

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

DimensionNameValue

DimensionName

  • Type:
  • Required: Yes

DimensionValue

  • Type:
  • Required: Yes

DimensionValueContribution

DimensionValue

  • Type: typing.Optional[str]

ContributionScore

  • Type: typing.Optional[float]

ExecutionStatus

Timestamp

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'FAILED_TO_SCHEDULE', 'IN_PROGRESS', 'PENDING']]

FailureReason

  • Type: typing.Optional[str]

FileFormatDescriptor

CsvFormatDescriptor

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.CsvFormatDescriptor, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.CsvFormatDescriptorOutput, NoneType]

JsonFormatDescriptor

  • Type:

FileFormatDescriptorOutput

CsvFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.CsvFormatDescriptorOutput]

JsonFormatDescriptor

  • Type:

Filter

DimensionValue

  • Type: typing.Optional[str]

FilterOperation

  • Type: typing.Optional[typing.Literal['EQUALS']]

GetAnomalyGroupRequest

AnomalyGroupId

  • Type:
  • Required: Yes

AnomalyDetectorArn

  • Type:
  • Required: Yes

GetAnomalyGroupResponse

AnomalyGroup

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetDataQualityMetricsRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

MetricSetArn

  • Type: typing.Optional[str]

GetDataQualityMetricsResponse

AnomalyDetectorDataQualityMetricList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AnomalyDetectorDataQualityMetric]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetFeedbackRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupTimeSeriesFeedback

  • Type:
  • Required: Yes

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

GetFeedbackResponse

AnomalyGroupTimeSeriesFeedback

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.TimeSeriesFeedback]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

GetSampleDataRequest

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.SampleDataS3SourceConfig]

GetSampleDataResponse

HeaderValues

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

SampleRows

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

ResponseMetadata

  • Type:
  • Required: Yes

InterMetricImpactDetails

MetricName

  • Type: typing.Optional[str]

AnomalyGroupId

  • Type: typing.Optional[str]

RelationshipType

  • Type: typing.Optional[typing.Literal['CAUSE_OF_INPUT_ANOMALY_GROUP', 'EFFECT_OF_INPUT_ANOMALY_GROUP']]

ContributionPercentage

  • Type: typing.Optional[float]

ItemizedMetricStats

MetricName

  • Type: typing.Optional[str]

OccurrenceCount

  • Type: typing.Optional[int]

JsonFormatDescriptor

FileCompression

  • Type: typing.Optional[typing.Literal['GZIP', 'NONE']]

Charset

  • Type: typing.Optional[str]

LambdaConfiguration

RoleArn

  • Type:
  • Required: Yes

LambdaArn

  • Type:
  • Required: Yes

ListAlertsRequest

AnomalyDetectorArn

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListAlertsResponse

AlertSummaryList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AlertSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAnomalyDetectorsRequest

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyDetectorsResponse

AnomalyDetectorSummaryList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AnomalyDetectorSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupRelatedMetricsRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupId

  • Type:
  • Required: Yes

RelationshipTypeFilter

  • Type: typing.Optional[typing.Literal['CAUSE_OF_INPUT_ANOMALY_GROUP', 'EFFECT_OF_INPUT_ANOMALY_GROUP']]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupRelatedMetricsResponse

InterMetricImpactList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.InterMetricImpactDetails]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupSummariesRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

SensitivityThreshold

  • Type:
  • Required: Yes

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupSummariesResponse

AnomalyGroupSummaryList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AnomalyGroupSummary]
  • Required: Yes

AnomalyGroupStatistics

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupTimeSeriesRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupId

  • Type:
  • Required: Yes

MetricName

  • Type:
  • Required: Yes

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupTimeSeriesResponse

AnomalyGroupId

  • Type:
  • Required: Yes

MetricName

  • Type:
  • Required: Yes

TimestampList

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

TimeSeriesList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.TimeSeries]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListMetricSetsRequest

AnomalyDetectorArn

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListMetricSetsResponse

MetricSetSummaryList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTagsForResourceRequest

ResourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponse

Tags

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

ResponseMetadata

  • Type:
  • Required: Yes

Metric

MetricName

  • Type:
  • Required: Yes

AggregationFunction

  • Type: typing.Literal['AVG', 'SUM']
  • Required: Yes

Namespace

  • Type: typing.Optional[str]

MetricLevelImpact

MetricName

  • Type: typing.Optional[str]

NumTimeSeries

  • Type: typing.Optional[int]

ContributionMatrix

  • Type:

MetricSetDataQualityMetric

MetricSetArn

  • Type: typing.Optional[str]

DataQualityMetricList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DataQualityMetric]]

MetricSetDimensionFilter

Name

  • Type: typing.Optional[str]

FilterList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.Filter]]

MetricSetDimensionFilterOutput

Name

  • Type: typing.Optional[str]

FilterList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.Filter]]

MetricSetSummary

MetricSetArn

  • Type: typing.Optional[str]

AnomalyDetectorArn

  • Type: typing.Optional[str]

MetricSetDescription

  • Type: typing.Optional[str]

MetricSetName

  • Type: typing.Optional[str]

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModificationTime

  • Type: typing.Optional[datetime.datetime]

Tags

  • Type: typing.Optional[typing.Dict[str, str]]

MetricSource

S3SourceConfig

  • Type:

AppFlowConfig

  • Type:

CloudWatchConfig

  • Type:

RDSSourceConfig

  • Type:

RedshiftSourceConfig

  • Type:

AthenaSourceConfig

  • Type:

MetricSourceOutput

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.S3SourceConfigOutput]

AppFlowConfig

  • Type:

CloudWatchConfig

  • Type:

RDSSourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.RDSSourceConfigOutput]

RedshiftSourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.RedshiftSourceConfigOutput]

AthenaSourceConfig

  • Type:

PutFeedbackRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupTimeSeriesFeedback

  • Type:
  • Required: Yes

RDSSourceConfig

DBInstanceIdentifier

  • Type: typing.Optional[str]

DatabaseHost

  • Type: typing.Optional[str]

DatabasePort

  • Type: typing.Optional[int]

SecretManagerArn

  • Type: typing.Optional[str]

DatabaseName

  • Type: typing.Optional[str]

TableName

  • Type: typing.Optional[str]

RoleArn

  • Type: typing.Optional[str]

VpcConfiguration

  • Type:

RDSSourceConfigOutput

DBInstanceIdentifier

  • Type: typing.Optional[str]

DatabaseHost

  • Type: typing.Optional[str]

DatabasePort

  • Type: typing.Optional[int]

SecretManagerArn

  • Type: typing.Optional[str]

DatabaseName

  • Type: typing.Optional[str]

TableName

  • Type: typing.Optional[str]

RoleArn

  • Type: typing.Optional[str]

VpcConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.VpcConfigurationOutput]

RedshiftSourceConfig

ClusterIdentifier

  • Type: typing.Optional[str]

DatabaseHost

  • Type: typing.Optional[str]

DatabasePort

  • Type: typing.Optional[int]

SecretManagerArn

  • Type: typing.Optional[str]

DatabaseName

  • Type: typing.Optional[str]

TableName

  • Type: typing.Optional[str]

RoleArn

  • Type: typing.Optional[str]

VpcConfiguration

  • Type:

RedshiftSourceConfigOutput

ClusterIdentifier

  • Type: typing.Optional[str]

DatabaseHost

  • Type: typing.Optional[str]

DatabasePort

  • Type: typing.Optional[int]

SecretManagerArn

  • Type: typing.Optional[str]

DatabaseName

  • Type: typing.Optional[str]

TableName

  • Type: typing.Optional[str]

RoleArn

  • Type: typing.Optional[str]

VpcConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.VpcConfigurationOutput]

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]

S3SourceConfig

RoleArn

  • Type: typing.Optional[str]

TemplatedPathList

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

HistoricalDataPathList

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

FileFormatDescriptor

  • Type:

S3SourceConfigOutput

RoleArn

  • Type: typing.Optional[str]

TemplatedPathList

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

HistoricalDataPathList

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

FileFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.FileFormatDescriptorOutput]

SNSConfiguration

RoleArn

  • Type:
  • Required: Yes

SnsTopicArn

  • Type:
  • Required: Yes

SnsFormat

  • Type: typing.Optional[typing.Literal['JSON', 'LONG_TEXT', 'SHORT_TEXT']]

SampleDataS3SourceConfig

RoleArn

  • Type:
  • Required: Yes

FileFormatDescriptor

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.FileFormatDescriptor, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.FileFormatDescriptorOutput]
  • Required: Yes

TemplatedPathList

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

HistoricalDataPathList

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

TagResourceRequest

ResourceArn

  • Type:
  • Required: Yes

Tags

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

TimeSeries

TimeSeriesId

  • Type:
  • Required: Yes

DimensionList

  • Type: typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.DimensionNameValue]
  • Required: Yes

MetricValueList

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

TimeSeriesFeedback

TimeSeriesId

  • Type: typing.Optional[str]

IsAnomaly

  • Type: typing.Optional[bool]

TimestampColumn

ColumnName

  • Type: typing.Optional[str]

ColumnFormat

  • Type: typing.Optional[str]

UntagResourceRequest

ResourceArn

  • Type:
  • Required: Yes

TagKeys

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

UpdateAlertRequest

AlertArn

  • Type:
  • Required: Yes

AlertDescription

  • Type: typing.Optional[str]

AlertSensitivityThreshold

  • Type: typing.Optional[int]

Action

  • Type:

AlertFilters

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AlertFilters, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.AlertFiltersOutput, NoneType]

UpdateAlertResponse

AlertArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateAnomalyDetectorRequest

AnomalyDetectorArn

  • Type:
  • Required: Yes

KmsKeyArn

  • Type: typing.Optional[str]

AnomalyDetectorDescription

  • Type: typing.Optional[str]

AnomalyDetectorConfig

  • Type:

UpdateAnomalyDetectorResponse

AnomalyDetectorArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateMetricSetRequest

MetricSetArn

  • Type:
  • Required: Yes

MetricSetDescription

  • Type: typing.Optional[str]

MetricList

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.Metric]]

Offset

  • Type: typing.Optional[int]

TimestampColumn

  • Type:

DimensionList

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

MetricSetFrequency

  • Type: typing.Optional[typing.Literal['P1D', 'PT10M', 'PT1H', 'PT5M']]

MetricSource

  • Type: typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSource, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSourceOutput, NoneType]

DimensionFilterList

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetDimensionFilter, aws_resource_validator.pydantic_models.lookoutmetrics.lookoutmetrics_classes.MetricSetDimensionFilterOutput]]]

UpdateMetricSetResponse

MetricSetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

VpcConfiguration

SubnetIdList

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

SecurityGroupIdList

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

VpcConfigurationOutput

SubnetIdList

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

SecurityGroupIdList

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