[ aws . glue ]

start-data-quality-rule-recommendation-run

Description

Starts a recommendation run that is used to generate rules when you don’t know what rules to write. Glue Data Quality analyzes the data and comes up with recommendations for a potential ruleset. You can then triage the ruleset and modify the generated ruleset to your liking.

Recommendation runs are automatically deleted after 90 days.

See also: AWS API Documentation

Synopsis

  start-data-quality-rule-recommendation-run
--data-source <value>
--role <value>
[--number-of-workers <value>]
[--timeout <value>]
[--created-ruleset-name <value>]
[--data-quality-security-configuration <value>]
[--client-token <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
[--debug]
[--endpoint-url <value>]
[--no-verify-ssl]
[--no-paginate]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--no-sign-request]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]
[--cli-binary-format <value>]
[--no-cli-pager]
[--cli-auto-prompt]
[--no-cli-auto-prompt]

Options

--data-source (structure)

The data source (Glue table) associated with this run.

GlueTable -> (structure)

An Glue table.

DatabaseName -> (string)

A database name in the Glue Data Catalog.

TableName -> (string)

A table name in the Glue Data Catalog.

CatalogId -> (string)

A unique identifier for the Glue Data Catalog.

ConnectionName -> (string)

The name of the connection to the Glue Data Catalog.

AdditionalOptions -> (map)

Additional options for the table. Currently there are two keys supported:

• pushDownPredicate : to filter on partitions without having to list and read all the files in your dataset.
• catalogPartitionPredicate : to use server-side partition pruning using partition indexes in the Glue Data Catalog.

key -> (string)

value -> (string)

Shorthand Syntax:

GlueTable={DatabaseName=string,TableName=string,CatalogId=string,ConnectionName=string,AdditionalOptions={KeyName1=string,KeyName2=string}}

JSON Syntax:

{
  "GlueTable": {
    "DatabaseName": "string",
    "TableName": "string",
    "CatalogId": "string",
    "ConnectionName": "string",
    "AdditionalOptions": {"string": "string"
      ...}
  }
}

--role (string)

An IAM role supplied to encrypt the results of the run.

--number-of-workers (integer)

The number of G.1X workers to be used in the run. The default is 5.

--timeout (integer)

The timeout for a run in minutes. This is the maximum time that a run can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

--created-ruleset-name (string)

A name for the ruleset.

--data-quality-security-configuration (string)

The name of the security configuration created with the data quality encryption option.

--client-token (string)

Used for idempotency and is recommended to be set to a random ID (such as a UUID) to avoid creating or starting multiple instances of the same resource.

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those 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. This may not be specified along with --cli-input-yaml.

--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. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command. The generated JSON skeleton is not stable between versions of the AWS CLI and there are no backwards compatibility guarantees in the JSON skeleton generated.

Global Options

--debug (boolean)

Turn on debug logging.

--endpoint-url (string)

Override command’s default URL with the given URL.

--no-verify-ssl (boolean)

By default, the AWS CLI uses SSL when communicating with AWS services. For each SSL connection, the AWS CLI will verify SSL certificates. This option overrides the default behavior of verifying SSL certificates.

--no-paginate (boolean)

Disable automatic pagination. If automatic pagination is disabled, the AWS CLI will only make one call, for the first page of results.

--output (string)

The formatting style for command output.

• json
• text
• table
• yaml
• yaml-stream

--query (string)

A JMESPath query to use in filtering the response data.

--profile (string)

Use a specific profile from your credential file.

--region (string)

The region to use. Overrides config/env settings.

--version (string)

Display the version of this tool.

--color (string)

Turn on/off color output.

• on
• off
• auto

--no-sign-request (boolean)

Do not sign requests. Credentials will not be loaded if this argument is provided.

--ca-bundle (string)

The CA certificate bundle to use when verifying SSL certificates. Overrides config/env settings.

--cli-read-timeout (int)

The maximum socket read time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The default value is 60 seconds.

--cli-connect-timeout (int)

The maximum socket connect time in seconds. If the value is set to 0, the socket connect will be blocking and not timeout. The default value is 60 seconds.

--cli-binary-format (string)

The formatting style to be used for binary blobs. The default format is base64. The base64 format expects binary blobs to be provided as a base64 encoded string. The raw-in-base64-out format preserves compatibility with AWS CLI V1 behavior and binary values must be passed literally. When providing contents from a file that map to a binary blob fileb:// will always be treated as binary and use the file contents directly regardless of the cli-binary-format setting. When using file:// the file contents will need to properly formatted for the configured cli-binary-format.

• base64
• raw-in-base64-out

--no-cli-pager (boolean)

Disable cli pager for output.

--cli-auto-prompt (boolean)

Automatically prompt for CLI input parameters.

--no-cli-auto-prompt (boolean)

Disable automatically prompt for CLI input parameters.

Output

RunId -> (string)

The unique run identifier associated with this run.