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[ aws . lookoutmetrics ]

create-metric-set

Description

Creates a dataset.

See also: AWS API Documentation

See 'aws help' for descriptions of global parameters.

Synopsis

  create-metric-set
--anomaly-detector-arn <value>
--metric-set-name <value>
[--metric-set-description <value>]
--metric-list <value>
[--offset <value>]
[--timestamp-column <value>]
[--dimension-list <value>]
[--metric-set-frequency <value>]
--metric-source <value>
[--timezone <value>]
[--tags <value>]
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]

Options

--anomaly-detector-arn (string)

The ARN of the anomaly detector that will use the dataset.

--metric-set-name (string)

The name of the dataset.

--metric-set-description (string)

A description of the dataset you are creating.

--metric-list (list)

A list of metrics that the dataset will contain.

(structure)

A calculation made by contrasting a measure and a dimension from your source data.

MetricName -> (string)

The name of the metric.

AggregationFunction -> (string)

The function with which the metric is calculated.

Namespace -> (string)

The namespace for the metric.

Shorthand Syntax:

MetricName=string,AggregationFunction=string,Namespace=string ...

JSON Syntax:

[
  {
    "MetricName": "string",
    "AggregationFunction": "AVG"|"SUM",
    "Namespace": "string"
  }
  ...
]

--offset (integer)

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

--timestamp-column (structure)

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

ColumnName -> (string)

The name of the timestamp column.

ColumnFormat -> (string)

The format of the timestamp column.

Shorthand Syntax:

ColumnName=string,ColumnFormat=string

JSON Syntax:

{
  "ColumnName": "string",
  "ColumnFormat": "string"
}

--dimension-list (list)

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

(string)

Syntax:

"string" "string" ...

--metric-set-frequency (string)

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

Possible values:

  • P1D
  • PT1H
  • PT10M
  • PT5M

--metric-source (structure)

Contains information about how the source data should be interpreted.

S3SourceConfig -> (structure)

Contains information about the configuration of the S3 bucket that contains source files.

RoleArn -> (string)

The ARN of an IAM role that has read and write access permissions to the source S3 bucket.

TemplatedPathList -> (list)

A list of templated paths to the source files.

(string)

HistoricalDataPathList -> (list)

A list of paths to the historical data files.

(string)

FileFormatDescriptor -> (structure)

Contains information about a source file's formatting.

CsvFormatDescriptor -> (structure)

Contains information about how a source CSV data file should be analyzed.

FileCompression -> (string)

The level of compression of the source CSV file.

Charset -> (string)

The character set in which the source CSV file is written.

ContainsHeader -> (boolean)

Whether or not the source CSV file contains a header.

Delimiter -> (string)

The character used to delimit the source CSV file.

HeaderList -> (list)

A list of the source CSV file's headers, if any.

(string)

QuoteSymbol -> (string)

The character used as a quote character.

JsonFormatDescriptor -> (structure)

Contains information about how a source JSON data file should be analyzed.

FileCompression -> (string)

The level of compression of the source CSV file.

Charset -> (string)

The character set in which the source JSON file is written.

AppFlowConfig -> (structure)

An object containing information about the AppFlow configuration.

RoleArn -> (string)

An IAM role that gives Amazon Lookout for Metrics permission to access the flow.

FlowName -> (string)

name of the flow.

CloudWatchConfig -> (structure)

An object containing information about the Amazon CloudWatch monitoring configuration.

RoleArn -> (string)

An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.

RDSSourceConfig -> (structure)

An object containing information about the Amazon Relational Database Service (RDS) configuration.

DBInstanceIdentifier -> (string)

A string identifying the database instance.

DatabaseHost -> (string)

The host name of the database.

DatabasePort -> (integer)

The port number where the database can be accessed.

SecretManagerArn -> (string)

The Amazon Resource Name (ARN) of the AWS Secrets Manager role.

DatabaseName -> (string)

The name of the RDS database.

TableName -> (string)

The name of the table in the database.

RoleArn -> (string)

The Amazon Resource Name (ARN) of the role.

VpcConfiguration -> (structure)

An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.

SubnetIdList -> (list)

An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

(string)

SecurityGroupIdList -> (list)

An array of strings containing the list of security groups.

(string)

RedshiftSourceConfig -> (structure)

An object containing information about the Amazon Redshift database configuration.

ClusterIdentifier -> (string)

A string identifying the Redshift cluster.

DatabaseHost -> (string)

The name of the database host.

DatabasePort -> (integer)

The port number where the database can be accessed.

SecretManagerArn -> (string)

The Amazon Resource Name (ARN) of the AWS Secrets Manager role.

DatabaseName -> (string)

The Redshift database name.

TableName -> (string)

The table name of the Redshift database.

RoleArn -> (string)

The Amazon Resource Name (ARN) of the role providing access to the database.

VpcConfiguration -> (structure)

Contains information about the Amazon Virtual Private Cloud (VPC) configuration.

SubnetIdList -> (list)

An array of strings containing the Amazon VPC subnet IDs (e.g., subnet-0bb1c79de3EXAMPLE .

(string)

SecurityGroupIdList -> (list)

An array of strings containing the list of security groups.

(string)

JSON Syntax:

{
  "S3SourceConfig": {
    "RoleArn": "string",
    "TemplatedPathList": ["string", ...],
    "HistoricalDataPathList": ["string", ...],
    "FileFormatDescriptor": {
      "CsvFormatDescriptor": {
        "FileCompression": "NONE"|"GZIP",
        "Charset": "string",
        "ContainsHeader": true|false,
        "Delimiter": "string",
        "HeaderList": ["string", ...],
        "QuoteSymbol": "string"
      },
      "JsonFormatDescriptor": {
        "FileCompression": "NONE"|"GZIP",
        "Charset": "string"
      }
    }
  },
  "AppFlowConfig": {
    "RoleArn": "string",
    "FlowName": "string"
  },
  "CloudWatchConfig": {
    "RoleArn": "string"
  },
  "RDSSourceConfig": {
    "DBInstanceIdentifier": "string",
    "DatabaseHost": "string",
    "DatabasePort": integer,
    "SecretManagerArn": "string",
    "DatabaseName": "string",
    "TableName": "string",
    "RoleArn": "string",
    "VpcConfiguration": {
      "SubnetIdList": ["string", ...],
      "SecurityGroupIdList": ["string", ...]
    }
  },
  "RedshiftSourceConfig": {
    "ClusterIdentifier": "string",
    "DatabaseHost": "string",
    "DatabasePort": integer,
    "SecretManagerArn": "string",
    "DatabaseName": "string",
    "TableName": "string",
    "RoleArn": "string",
    "VpcConfiguration": {
      "SubnetIdList": ["string", ...],
      "SecurityGroupIdList": ["string", ...]
    }
  }
}

--timezone (string)

The time zone in which your source data was recorded.

--tags (map)

A list of tags to apply to the dataset.

key -> (string)

value -> (string)

Shorthand Syntax:

KeyName1=string,KeyName2=string

JSON Syntax:

{"string": "string"
  ...}

--cli-input-json (string) Performs service operation based on the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, the CLI values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See 'aws help' for descriptions of global parameters.

Output

MetricSetArn -> (string)

The ARN of the dataset.