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Lookoutmetrics Classes

ActionTypeDef

SNSConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.SNSConfigurationTypeDef]

LambdaConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.LambdaConfigurationTypeDef]

ActivateAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

AlertFiltersTypeDef

MetricList

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

DimensionFilterList

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DimensionFilterTypeDef]]

AlertSummaryTypeDef

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]]

AlertTypeDef

Action

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.ActionTypeDef]

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_classes.AlertFiltersTypeDef]

AnomalyDetectorConfigSummaryTypeDef

AnomalyDetectorFrequency

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

AnomalyDetectorConfigTypeDef

AnomalyDetectorFrequency

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

AnomalyDetectorDataQualityMetricTypeDef

StartTimestamp

  • Type: typing.Optional[datetime.datetime]

MetricSetDataQualityMetricList

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

AnomalyDetectorSummaryTypeDef

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]]

AnomalyGroupStatisticsTypeDef

EvaluationStartDate

  • Type: typing.Optional[str]

TotalCount

  • Type: typing.Optional[int]

ItemizedMetricStatsList

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

AnomalyGroupSummaryTypeDef

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]

AnomalyGroupTimeSeriesFeedbackTypeDef

AnomalyGroupId

  • Type:
  • Required: Yes

TimeSeriesId

  • Type:
  • Required: Yes

IsAnomaly

  • Type:
  • Required: Yes

AnomalyGroupTimeSeriesTypeDef

AnomalyGroupId

  • Type:
  • Required: Yes

TimeSeriesId

  • Type: typing.Optional[str]

AnomalyGroupTypeDef

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_classes.MetricLevelImpactTypeDef]]

AppFlowConfigTypeDef

RoleArn

  • Type: typing.Optional[str]

FlowName

  • Type: typing.Optional[str]

AthenaSourceConfigTypeDef

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: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.BackTestConfigurationTypeDef]

AttributeValueTypeDef

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]]

AutoDetectionMetricSourceTypeDef

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AutoDetectionS3SourceConfigTypeDef]

AutoDetectionS3SourceConfigTypeDef

TemplatedPathList

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

HistoricalDataPathList

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

BackTestAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

BackTestConfigurationTypeDef

RunBackTestMode

  • Type:
  • Required: Yes

BaseValidatorModel

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CloudWatchConfigTypeDef

RoleArn

  • Type: typing.Optional[str]

BackTestConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.BackTestConfigurationTypeDef]

ContributionMatrixTypeDef

DimensionContributionList

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

CreateAlertRequestRequestTypeDef

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.Mapping[str, str]]

AlertFilters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AlertFiltersTypeDef]

CreateAlertResponseTypeDef

AlertArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorName

  • Type:
  • Required: Yes

AnomalyDetectorConfig

  • Type:
  • Required: Yes

AnomalyDetectorDescription

  • Type: typing.Optional[str]

KmsKeyArn

  • Type: typing.Optional[str]

Tags

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

CreateAnomalyDetectorResponseTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateMetricSetRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

MetricSetName

  • Type:
  • Required: Yes

MetricList

  • Type: typing.Sequence[aws_resource_validator.pydantic_models.lookoutmetrics_classes.MetricTypeDef]
  • Required: Yes

MetricSource

  • Type:
  • Required: Yes

MetricSetDescription

  • Type: typing.Optional[str]

Offset

  • Type: typing.Optional[int]

TimestampColumn

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.TimestampColumnTypeDef]

DimensionList

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

MetricSetFrequency

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

Timezone

  • Type: typing.Optional[str]

Tags

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

DimensionFilterList

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutmetrics_classes.MetricSetDimensionFilterTypeDef]]

CreateMetricSetResponseTypeDef

MetricSetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CsvFormatDescriptorTypeDef

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.Sequence[str]]

QuoteSymbol

  • Type: typing.Optional[str]

DataQualityMetricTypeDef

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]

DeactivateAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

DeleteAlertRequestRequestTypeDef

AlertArn

  • Type:
  • Required: Yes

DeleteAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

DescribeAlertRequestRequestTypeDef

AlertArn

  • Type:
  • Required: Yes

DescribeAlertResponseTypeDef

Alert

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeAnomalyDetectionExecutionsRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

Timestamp

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

DescribeAnomalyDetectionExecutionsResponseTypeDef

ExecutionList

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

DescribeAnomalyDetectorResponseTypeDef

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

DescribeMetricSetRequestRequestTypeDef

MetricSetArn

  • Type:
  • Required: Yes

DescribeMetricSetResponseTypeDef

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_classes.MetricTypeDef]
  • 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_classes.MetricSetDimensionFilterTypeDef]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectMetricSetConfigRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

AutoDetectionMetricSource

  • Type:
  • Required: Yes

DetectMetricSetConfigResponseTypeDef

DetectedMetricSetConfig

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DetectedCsvFormatDescriptorTypeDef

FileCompression

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

Charset

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

ContainsHeader

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

Delimiter

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

HeaderList

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

QuoteSymbol

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

DetectedFieldTypeDef

Value

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AttributeValueTypeDef]

Confidence

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

Message

  • Type: typing.Optional[str]

DetectedFileFormatDescriptorTypeDef

CsvFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedCsvFormatDescriptorTypeDef]

JsonFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedJsonFormatDescriptorTypeDef]

DetectedJsonFormatDescriptorTypeDef

FileCompression

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

Charset

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

DetectedMetricSetConfigTypeDef

Offset

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

MetricSetFrequency

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFieldTypeDef]

MetricSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedMetricSourceTypeDef]

DetectedMetricSourceTypeDef

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedS3SourceConfigTypeDef]

DetectedS3SourceConfigTypeDef

FileFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.DetectedFileFormatDescriptorTypeDef]

DimensionContributionTypeDef

DimensionName

  • Type: typing.Optional[str]

DimensionValueContributionList

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

DimensionFilterTypeDef

DimensionName

  • Type: typing.Optional[str]

DimensionValueList

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

DimensionNameValueTypeDef

DimensionName

  • Type:
  • Required: Yes

DimensionValue

  • Type:
  • Required: Yes

DimensionValueContributionTypeDef

DimensionValue

  • Type: typing.Optional[str]

ContributionScore

  • Type: typing.Optional[float]

ExecutionStatusTypeDef

Timestamp

  • Type: typing.Optional[str]

Status

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

FailureReason

  • Type: typing.Optional[str]

FileFormatDescriptorTypeDef

CsvFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.CsvFormatDescriptorTypeDef]

JsonFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.JsonFormatDescriptorTypeDef]

FilterTypeDef

DimensionValue

  • Type: typing.Optional[str]

FilterOperation

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

GetAnomalyGroupRequestRequestTypeDef

AnomalyGroupId

  • Type:
  • Required: Yes

AnomalyDetectorArn

  • Type:
  • Required: Yes

GetAnomalyGroupResponseTypeDef

AnomalyGroup

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetDataQualityMetricsRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

MetricSetArn

  • Type: typing.Optional[str]

GetDataQualityMetricsResponseTypeDef

AnomalyDetectorDataQualityMetricList

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

ResponseMetadata

  • Type:
  • Required: Yes

GetFeedbackRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupTimeSeriesFeedback

  • Type:
  • Required: Yes

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

GetFeedbackResponseTypeDef

AnomalyGroupTimeSeriesFeedback

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetSampleDataRequestRequestTypeDef

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.SampleDataS3SourceConfigTypeDef]

GetSampleDataResponseTypeDef

HeaderValues

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

SampleRows

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

ResponseMetadata

  • Type:
  • Required: Yes

InterMetricImpactDetailsTypeDef

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]

ItemizedMetricStatsTypeDef

MetricName

  • Type: typing.Optional[str]

OccurrenceCount

  • Type: typing.Optional[int]

JsonFormatDescriptorTypeDef

FileCompression

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

Charset

  • Type: typing.Optional[str]

LambdaConfigurationTypeDef

RoleArn

  • Type:
  • Required: Yes

LambdaArn

  • Type:
  • Required: Yes

ListAlertsRequestRequestTypeDef

AnomalyDetectorArn

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListAlertsResponseTypeDef

AlertSummaryList

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListAnomalyDetectorsRequestRequestTypeDef

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyDetectorsResponseTypeDef

AnomalyDetectorSummaryList

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListAnomalyGroupRelatedMetricsRequestRequestTypeDef

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]

ListAnomalyGroupRelatedMetricsResponseTypeDef

InterMetricImpactList

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListAnomalyGroupSummariesRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

SensitivityThreshold

  • Type:
  • Required: Yes

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupSummariesResponseTypeDef

AnomalyGroupSummaryList

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

AnomalyGroupStatistics

  • Type:
  • Required: Yes

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListAnomalyGroupTimeSeriesRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupId

  • Type:
  • Required: Yes

MetricName

  • Type:
  • Required: Yes

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAnomalyGroupTimeSeriesResponseTypeDef

AnomalyGroupId

  • Type:
  • Required: Yes

MetricName

  • Type:
  • Required: Yes

TimestampList

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

NextToken

  • Type:
  • Required: Yes

TimeSeriesList

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

ResponseMetadata

  • Type:
  • Required: Yes

ListMetricSetsRequestRequestTypeDef

AnomalyDetectorArn

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListMetricSetsResponseTypeDef

MetricSetSummaryList

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

NextToken

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ListTagsForResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponseTypeDef

Tags

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

ResponseMetadata

  • Type:
  • Required: Yes

MetricLevelImpactTypeDef

MetricName

  • Type: typing.Optional[str]

NumTimeSeries

  • Type: typing.Optional[int]

ContributionMatrix

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.ContributionMatrixTypeDef]

MetricSetDataQualityMetricTypeDef

MetricSetArn

  • Type: typing.Optional[str]

DataQualityMetricList

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

MetricSetDimensionFilterTypeDef

Name

  • Type: typing.Optional[str]

FilterList

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutmetrics_classes.FilterTypeDef]]

MetricSetSummaryTypeDef

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]]

MetricSourceTypeDef

S3SourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.S3SourceConfigTypeDef]

AppFlowConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AppFlowConfigTypeDef]

CloudWatchConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.CloudWatchConfigTypeDef]

RDSSourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.RDSSourceConfigTypeDef]

RedshiftSourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.RedshiftSourceConfigTypeDef]

AthenaSourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AthenaSourceConfigTypeDef]

MetricTypeDef

MetricName

  • Type:
  • Required: Yes

AggregationFunction

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

Namespace

  • Type: typing.Optional[str]

PutFeedbackRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

AnomalyGroupTimeSeriesFeedback

  • Type:
  • Required: Yes

RDSSourceConfigTypeDef

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_classes.VpcConfigurationTypeDef]

RedshiftSourceConfigTypeDef

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_classes.VpcConfigurationTypeDef]

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

S3SourceConfigTypeDef

RoleArn

  • Type: typing.Optional[str]

TemplatedPathList

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

HistoricalDataPathList

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

FileFormatDescriptor

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.FileFormatDescriptorTypeDef]

SNSConfigurationTypeDef

RoleArn

  • Type:
  • Required: Yes

SnsTopicArn

  • Type:
  • Required: Yes

SnsFormat

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

SampleDataS3SourceConfigTypeDef

RoleArn

  • Type:
  • Required: Yes

FileFormatDescriptor

  • Type:
  • Required: Yes

TemplatedPathList

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

HistoricalDataPathList

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

TagResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

Tags

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

TimeSeriesFeedbackTypeDef

TimeSeriesId

  • Type: typing.Optional[str]

IsAnomaly

  • Type: typing.Optional[bool]

TimeSeriesTypeDef

TimeSeriesId

  • Type:
  • Required: Yes

DimensionList

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

MetricValueList

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

TimestampColumnTypeDef

ColumnName

  • Type: typing.Optional[str]

ColumnFormat

  • Type: typing.Optional[str]

UntagResourceRequestRequestTypeDef

ResourceArn

  • Type:
  • Required: Yes

TagKeys

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

UpdateAlertRequestRequestTypeDef

AlertArn

  • Type:
  • Required: Yes

AlertDescription

  • Type: typing.Optional[str]

AlertSensitivityThreshold

  • Type: typing.Optional[int]

Action

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.ActionTypeDef]

AlertFilters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AlertFiltersTypeDef]

UpdateAlertResponseTypeDef

AlertArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateAnomalyDetectorRequestRequestTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

KmsKeyArn

  • Type: typing.Optional[str]

AnomalyDetectorDescription

  • Type: typing.Optional[str]

AnomalyDetectorConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.AnomalyDetectorConfigTypeDef]

UpdateAnomalyDetectorResponseTypeDef

AnomalyDetectorArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateMetricSetRequestRequestTypeDef

MetricSetArn

  • Type:
  • Required: Yes

MetricSetDescription

  • Type: typing.Optional[str]

MetricList

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutmetrics_classes.MetricTypeDef]]

Offset

  • Type: typing.Optional[int]

TimestampColumn

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.TimestampColumnTypeDef]

DimensionList

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

MetricSetFrequency

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

MetricSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.lookoutmetrics_classes.MetricSourceTypeDef]

DimensionFilterList

  • Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.lookoutmetrics_classes.MetricSetDimensionFilterTypeDef]]

UpdateMetricSetResponseTypeDef

MetricSetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

VpcConfigurationTypeDef

SubnetIdList

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

SecurityGroupIdList

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