You are viewing the documentation for an older major version of the AWS CLI (version 1).

AWS CLI version 2, the latest major version of AWS CLI, is now stable and recommended for general use. To view this page for the AWS CLI version 2, click here. For more information see the AWS CLI version 2 installation instructions and migration guide.

[ aws . glue ]



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


--data-source <value>
--role <value>
[--number-of-workers <value>]
[--timeout <value>]
[--created-ruleset-name <value>]
[--client-token <value>]
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]
[--endpoint-url <value>]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]


--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:


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.

--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 (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.

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.

--output (string)

The formatting style for command output.

  • json
  • text
  • table

--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.


RunId -> (string)

The unique run identifier associated with this run.