libZSservicesZSamazonka-personalize-runtimeZSamazonka-personalize-runtime
Copyright(c) 2013-2021 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay+amazonka@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone

Amazonka.PersonalizeRuntime.GetRecommendations

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

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

Synopsis

Creating a Request

data GetRecommendations Source #

See: newGetRecommendations smart constructor.

Constructors

GetRecommendations' 

Fields

  • context :: Maybe (HashMap Text (Sensitive Text))

    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.

  • itemId :: Maybe Text

    The item ID to provide recommendations for.

    Required for RELATED_ITEMS recipe type.

  • userId :: Maybe Text

    The user ID to provide recommendations for.

    Required for USER_PERSONALIZATION recipe type.

  • numResults :: Maybe Natural

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

  • filterArn :: Maybe Text

    The ARN of the filter to apply to the returned recommendations. For more information, see Filtering Recommendations.

    When using this parameter, be sure the filter resource is ACTIVE.

  • filterValues :: Maybe (HashMap Text (Sensitive Text))

    The values to use when filtering recommendations. For each placeholder parameter in your filter expression, provide the parameter name (in matching case) as a key and the filter value(s) as the corresponding value. Separate multiple values for one parameter with a comma.

    For filter expressions that use an INCLUDE element to include items, you must provide values for all parameters that are defined in the expression. For filters with expressions that use an EXCLUDE element to exclude items, you can omit the filter-values.In this case, Amazon Personalize doesn't use that portion of the expression to filter recommendations.

    For more information, see Filtering Recommendations.

  • campaignArn :: Text

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

Instances

Instances details
Eq GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Show GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Generic GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Associated Types

type Rep GetRecommendations :: Type -> Type #

NFData GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Methods

rnf :: GetRecommendations -> () #

Hashable GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

ToJSON GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

AWSRequest GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Associated Types

type AWSResponse GetRecommendations #

ToHeaders GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

ToPath GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

ToQuery GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

type Rep GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

type Rep GetRecommendations = D1 ('MetaData "GetRecommendations" "Amazonka.PersonalizeRuntime.GetRecommendations" "libZSservicesZSamazonka-personalize-runtimeZSamazonka-personalize-runtime" 'False) (C1 ('MetaCons "GetRecommendations'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "context") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text (Sensitive Text)))) :*: (S1 ('MetaSel ('Just "itemId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "userId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))) :*: ((S1 ('MetaSel ('Just "numResults") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Natural)) :*: S1 ('MetaSel ('Just "filterArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "filterValues") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text (Sensitive Text)))) :*: S1 ('MetaSel ('Just "campaignArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))))
type AWSResponse GetRecommendations Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

newGetRecommendations Source #

Create a value of GetRecommendations with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:context:GetRecommendations', getRecommendations_context - 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.

$sel:itemId:GetRecommendations', getRecommendations_itemId - The item ID to provide recommendations for.

Required for RELATED_ITEMS recipe type.

$sel:userId:GetRecommendations', getRecommendations_userId - The user ID to provide recommendations for.

Required for USER_PERSONALIZATION recipe type.

$sel:numResults:GetRecommendations', getRecommendations_numResults - The number of results to return. The default is 25. The maximum is 500.

$sel:filterArn:GetRecommendations', getRecommendations_filterArn - The ARN of the filter to apply to the returned recommendations. For more information, see Filtering Recommendations.

When using this parameter, be sure the filter resource is ACTIVE.

$sel:filterValues:GetRecommendations', getRecommendations_filterValues - The values to use when filtering recommendations. For each placeholder parameter in your filter expression, provide the parameter name (in matching case) as a key and the filter value(s) as the corresponding value. Separate multiple values for one parameter with a comma.

For filter expressions that use an INCLUDE element to include items, you must provide values for all parameters that are defined in the expression. For filters with expressions that use an EXCLUDE element to exclude items, you can omit the filter-values.In this case, Amazon Personalize doesn't use that portion of the expression to filter recommendations.

For more information, see Filtering Recommendations.

$sel:campaignArn:GetRecommendations', getRecommendations_campaignArn - The Amazon Resource Name (ARN) of the campaign to use for getting recommendations.

Request Lenses

getRecommendations_context :: Lens' GetRecommendations (Maybe (HashMap Text Text)) Source #

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.

getRecommendations_itemId :: Lens' GetRecommendations (Maybe Text) Source #

The item ID to provide recommendations for.

Required for RELATED_ITEMS recipe type.

getRecommendations_userId :: Lens' GetRecommendations (Maybe Text) Source #

The user ID to provide recommendations for.

Required for USER_PERSONALIZATION recipe type.

getRecommendations_numResults :: Lens' GetRecommendations (Maybe Natural) Source #

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

getRecommendations_filterArn :: Lens' GetRecommendations (Maybe Text) Source #

The ARN of the filter to apply to the returned recommendations. For more information, see Filtering Recommendations.

When using this parameter, be sure the filter resource is ACTIVE.

getRecommendations_filterValues :: Lens' GetRecommendations (Maybe (HashMap Text Text)) Source #

The values to use when filtering recommendations. For each placeholder parameter in your filter expression, provide the parameter name (in matching case) as a key and the filter value(s) as the corresponding value. Separate multiple values for one parameter with a comma.

For filter expressions that use an INCLUDE element to include items, you must provide values for all parameters that are defined in the expression. For filters with expressions that use an EXCLUDE element to exclude items, you can omit the filter-values.In this case, Amazon Personalize doesn't use that portion of the expression to filter recommendations.

For more information, see Filtering Recommendations.

getRecommendations_campaignArn :: Lens' GetRecommendations Text Source #

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

Destructuring the Response

data GetRecommendationsResponse Source #

See: newGetRecommendationsResponse smart constructor.

Constructors

GetRecommendationsResponse' 

Fields

Instances

Instances details
Eq GetRecommendationsResponse Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Read GetRecommendationsResponse Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Show GetRecommendationsResponse Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Generic GetRecommendationsResponse Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

Associated Types

type Rep GetRecommendationsResponse :: Type -> Type #

NFData GetRecommendationsResponse Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

type Rep GetRecommendationsResponse Source # 
Instance details

Defined in Amazonka.PersonalizeRuntime.GetRecommendations

type Rep GetRecommendationsResponse = D1 ('MetaData "GetRecommendationsResponse" "Amazonka.PersonalizeRuntime.GetRecommendations" "libZSservicesZSamazonka-personalize-runtimeZSamazonka-personalize-runtime" 'False) (C1 ('MetaCons "GetRecommendationsResponse'" 'PrefixI 'True) (S1 ('MetaSel ('Just "recommendationId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "itemList") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [PredictedItem])) :*: S1 ('MetaSel ('Just "httpStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int))))

newGetRecommendationsResponse Source #

Create a value of GetRecommendationsResponse with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:recommendationId:GetRecommendationsResponse', getRecommendationsResponse_recommendationId - The ID of the recommendation.

$sel:itemList:GetRecommendationsResponse', getRecommendationsResponse_itemList - A list of recommendations sorted in ascending order by prediction score. There can be a maximum of 500 items in the list.

$sel:httpStatus:GetRecommendationsResponse', getRecommendationsResponse_httpStatus - The response's http status code.

Response Lenses

getRecommendationsResponse_itemList :: Lens' GetRecommendationsResponse (Maybe [PredictedItem]) Source #

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