AWS::LookoutMetrics::AnomalyDetector MetricSet

Contains information about a dataset.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "DimensionList" : [ String, ... ],
  "MetricList" : [ Metric, ... ],
  "MetricSetDescription" : String,
  "MetricSetFrequency" : String,
  "MetricSetName" : String,
  "MetricSource" : MetricSource,
  "Offset" : Integer,
  "TimestampColumn" : TimestampColumn,
  "Timezone" : String
}

YAML

  DimensionList: 
    - String
  MetricList: 
    - Metric
  MetricSetDescription: String
  MetricSetFrequency: String
  MetricSetName: String
  MetricSource: 
    MetricSource
  Offset: Integer
  TimestampColumn: 
    TimestampColumn
  Timezone: String

Properties

DimensionList

A list of the fields you want to treat as dimensions.

Required: No

Type: Array of String

Minimum: 0

Update requires: No interruption

MetricList

A list of metrics that the dataset will contain.

Required: Yes

Type: Array of Metric

Minimum: 1

Update requires: No interruption

MetricSetDescription

A description of the dataset you are creating.

Required: No

Type: String

Pattern: .*\S.*

Maximum: 256

Update requires: No interruption

MetricSetFrequency

The frequency with which the source data will be analyzed for anomalies.

Required: No

Type: String

Allowed values: PT5M | PT10M | PT1H | P1D

Update requires: No interruption

MetricSetName

The name of the dataset.

Required: Yes

Type: String

Pattern: ^[a-zA-Z0-9][a-zA-Z0-9\-_]*

Minimum: 1

Maximum: 63

Update requires: No interruption

MetricSource

Contains information about how the source data should be interpreted.

Required: Yes

Type: MetricSource

Update requires: No interruption

Offset

After an interval ends, the amount of seconds that the detector waits before importing data. Offset is only supported for S3, Redshift, Athena and datasources.

Required: No

Type: Integer

Minimum: 0

Maximum: 432000

Update requires: No interruption

TimestampColumn

Contains information about the column used for tracking time in your source data.

Required: No

Type: TimestampColumn

Update requires: No interruption

Timezone

The time zone in which your source data was recorded.

Required: No

Type: String

Pattern: .*\S.*

Maximum: 60

Update requires: No interruption