[ aws . personalize-runtime ]

get-recommendations

Description

Returns a list of recommended items. The required input depends on the recipe type used to create the solution backing the campaign, as follows:

• RELATED_ITEMS - itemId required, userId not used

• USER_PERSONALIZATION - itemId optional, userId required

Note

Campaigns that are backed by a solution created using a recipe of type PERSONALIZED_RANKING use the API.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  get-recommendations
--campaign-arn <value>
[--item-id <value>]
[--user-id <value>]
[--num-results <value>]
[--context <value>]
[--filter-arn <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
[--cli-auto-prompt <value>]

Options

--campaign-arn (string)

The Amazon Resource Name (ARN) of the campaign to use for getting recommendations.

--item-id (string)

The item ID to provide recommendations for.

Required for RELATED_ITEMS recipe type.

--user-id (string)

The user ID to provide recommendations for.

Required for USER_PERSONALIZATION recipe type.

--num-results (integer)

The number of results to return. The default is 25. The maximum is 500.

--context (map)

The contextual metadata to use when getting recommendations. Contextual metadata includes any interaction information that might be relevant when getting a user’s recommendations, such as the user’s current location or device type.

key -> (string)

value -> (string)

Shorthand Syntax:

KeyName1=string,KeyName2=string

JSON Syntax:

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

--filter-arn (string)

The ARN of the filter to apply to the returned recommendations. For more information, see Using Filters with Amazon Personalize.

--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.

--cli-auto-prompt (boolean) Automatically prompt for CLI input parameters.

See ‘aws help’ for descriptions of global parameters.

Output

itemList -> (list)

A list of recommendations sorted in ascending order by prediction score. There can be a maximum of 500 items in the list.

(structure)

An object that identifies an item.

The and APIs return a list of PredictedItem s.

itemId -> (string)

The recommended item ID.

score -> (double)

A numeric representation of the model’s certainty that the item will be the next user selection. For more information on scoring logic, see how-scores-work .