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src/aws_personalize_runtime.erl
%% WARNING: DO NOT EDIT, AUTO-GENERATED CODE!
%% See https://github.com/aws-beam/aws-codegen for more details.
-module(aws_personalize_runtime).
-export([get_action_recommendations/2,
get_action_recommendations/3,
get_personalized_ranking/2,
get_personalized_ranking/3,
get_recommendations/2,
get_recommendations/3]).
-include_lib("hackney/include/hackney_lib.hrl").
%% Example:
%% get_action_recommendations_request() :: #{
%% <<"campaignArn">> => string(),
%% <<"filterArn">> => string(),
%% <<"filterValues">> => map(),
%% <<"numResults">> => integer(),
%% <<"userId">> => string()
%% }
-type get_action_recommendations_request() :: #{binary() => any()}.
%% Example:
%% get_action_recommendations_response() :: #{
%% <<"actionList">> => list(predicted_action()()),
%% <<"recommendationId">> => string()
%% }
-type get_action_recommendations_response() :: #{binary() => any()}.
%% Example:
%% get_personalized_ranking_request() :: #{
%% <<"campaignArn">> := string(),
%% <<"context">> => map(),
%% <<"filterArn">> => string(),
%% <<"filterValues">> => map(),
%% <<"inputList">> := list(string()()),
%% <<"metadataColumns">> => map(),
%% <<"userId">> := string()
%% }
-type get_personalized_ranking_request() :: #{binary() => any()}.
%% Example:
%% get_personalized_ranking_response() :: #{
%% <<"personalizedRanking">> => list(predicted_item()()),
%% <<"recommendationId">> => string()
%% }
-type get_personalized_ranking_response() :: #{binary() => any()}.
%% Example:
%% get_recommendations_request() :: #{
%% <<"campaignArn">> => string(),
%% <<"context">> => map(),
%% <<"filterArn">> => string(),
%% <<"filterValues">> => map(),
%% <<"itemId">> => string(),
%% <<"metadataColumns">> => map(),
%% <<"numResults">> => integer(),
%% <<"promotions">> => list(promotion()()),
%% <<"recommenderArn">> => string(),
%% <<"userId">> => string()
%% }
-type get_recommendations_request() :: #{binary() => any()}.
%% Example:
%% get_recommendations_response() :: #{
%% <<"itemList">> => list(predicted_item()()),
%% <<"recommendationId">> => string()
%% }
-type get_recommendations_response() :: #{binary() => any()}.
%% Example:
%% invalid_input_exception() :: #{
%% <<"message">> => string()
%% }
-type invalid_input_exception() :: #{binary() => any()}.
%% Example:
%% predicted_action() :: #{
%% <<"actionId">> => string(),
%% <<"score">> => float()
%% }
-type predicted_action() :: #{binary() => any()}.
%% Example:
%% predicted_item() :: #{
%% <<"itemId">> => string(),
%% <<"metadata">> => map(),
%% <<"promotionName">> => string(),
%% <<"score">> => float()
%% }
-type predicted_item() :: #{binary() => any()}.
%% Example:
%% promotion() :: #{
%% <<"filterArn">> => string(),
%% <<"filterValues">> => map(),
%% <<"name">> => string(),
%% <<"percentPromotedItems">> => integer()
%% }
-type promotion() :: #{binary() => any()}.
%% Example:
%% resource_not_found_exception() :: #{
%% <<"message">> => string()
%% }
-type resource_not_found_exception() :: #{binary() => any()}.
-type get_action_recommendations_errors() ::
resource_not_found_exception() |
invalid_input_exception().
-type get_personalized_ranking_errors() ::
resource_not_found_exception() |
invalid_input_exception().
-type get_recommendations_errors() ::
resource_not_found_exception() |
invalid_input_exception().
%%====================================================================
%% API
%%====================================================================
%% @doc Returns a list of recommended actions in sorted in descending order
%% by prediction score.
%%
%% Use the `GetActionRecommendations' API if you have a custom
%% campaign that deploys a solution version trained with a
%% PERSONALIZED_ACTIONS recipe.
%%
%% For more information about PERSONALIZED_ACTIONS recipes, see
%% PERSONALIZED_ACTIONS recipes:
%% https://docs.aws.amazon.com/personalize/latest/dg/nexts-best-action-recipes.html.
%% For more information about getting action recommendations, see Getting
%% action recommendations:
%% https://docs.aws.amazon.com/personalize/latest/dg/get-action-recommendations.html.
-spec get_action_recommendations(aws_client:aws_client(), get_action_recommendations_request()) ->
{ok, get_action_recommendations_response(), tuple()} |
{error, any()} |
{error, get_action_recommendations_errors(), tuple()}.
get_action_recommendations(Client, Input) ->
get_action_recommendations(Client, Input, []).
-spec get_action_recommendations(aws_client:aws_client(), get_action_recommendations_request(), proplists:proplist()) ->
{ok, get_action_recommendations_response(), tuple()} |
{error, any()} |
{error, get_action_recommendations_errors(), tuple()}.
get_action_recommendations(Client, Input0, Options0) ->
Method = post,
Path = ["/action-recommendations"],
SuccessStatusCode = 200,
{SendBodyAsBinary, Options1} = proplists_take(send_body_as_binary, Options0, false),
{ReceiveBodyAsBinary, Options2} = proplists_take(receive_body_as_binary, Options1, false),
Options = [{send_body_as_binary, SendBodyAsBinary},
{receive_body_as_binary, ReceiveBodyAsBinary},
{append_sha256_content_hash, false}
| Options2],
Headers = [],
Input1 = Input0,
CustomHeaders = [],
Input2 = Input1,
Query_ = [],
Input = Input2,
request(Client, Method, Path, Query_, CustomHeaders ++ Headers, Input, Options, SuccessStatusCode).
%% @doc Re-ranks a list of recommended items for the given user.
%%
%% The first item in the list is
%% deemed the most likely item to be of interest to the user.
%%
%% The solution backing the campaign must have been created using a recipe of
%% type
%% PERSONALIZED_RANKING.
-spec get_personalized_ranking(aws_client:aws_client(), get_personalized_ranking_request()) ->
{ok, get_personalized_ranking_response(), tuple()} |
{error, any()} |
{error, get_personalized_ranking_errors(), tuple()}.
get_personalized_ranking(Client, Input) ->
get_personalized_ranking(Client, Input, []).
-spec get_personalized_ranking(aws_client:aws_client(), get_personalized_ranking_request(), proplists:proplist()) ->
{ok, get_personalized_ranking_response(), tuple()} |
{error, any()} |
{error, get_personalized_ranking_errors(), tuple()}.
get_personalized_ranking(Client, Input0, Options0) ->
Method = post,
Path = ["/personalize-ranking"],
SuccessStatusCode = 200,
{SendBodyAsBinary, Options1} = proplists_take(send_body_as_binary, Options0, false),
{ReceiveBodyAsBinary, Options2} = proplists_take(receive_body_as_binary, Options1, false),
Options = [{send_body_as_binary, SendBodyAsBinary},
{receive_body_as_binary, ReceiveBodyAsBinary},
{append_sha256_content_hash, false}
| Options2],
Headers = [],
Input1 = Input0,
CustomHeaders = [],
Input2 = Input1,
Query_ = [],
Input = Input2,
request(Client, Method, Path, Query_, CustomHeaders ++ Headers, Input, Options, SuccessStatusCode).
%% @doc Returns a list of recommended items.
%%
%% For campaigns, the campaign's Amazon Resource Name (ARN) is required
%% and the required user and item input depends on the recipe type used to
%% create the solution backing the campaign as follows:
%%
%% USER_PERSONALIZATION - `userId' required, `itemId' not used
%%
%% RELATED_ITEMS - `itemId' required, `userId' not used
%%
%% Campaigns that are backed by a solution created using a recipe of type
%% PERSONALIZED_RANKING use the API.
%%
%% For recommenders, the recommender's ARN is required and the required
%% item and user input depends on the use case (domain-based recipe) backing
%% the recommender.
%% For information on use case requirements see Choosing recommender use
%% cases:
%% https://docs.aws.amazon.com/personalize/latest/dg/domain-use-cases.html.
-spec get_recommendations(aws_client:aws_client(), get_recommendations_request()) ->
{ok, get_recommendations_response(), tuple()} |
{error, any()} |
{error, get_recommendations_errors(), tuple()}.
get_recommendations(Client, Input) ->
get_recommendations(Client, Input, []).
-spec get_recommendations(aws_client:aws_client(), get_recommendations_request(), proplists:proplist()) ->
{ok, get_recommendations_response(), tuple()} |
{error, any()} |
{error, get_recommendations_errors(), tuple()}.
get_recommendations(Client, Input0, Options0) ->
Method = post,
Path = ["/recommendations"],
SuccessStatusCode = 200,
{SendBodyAsBinary, Options1} = proplists_take(send_body_as_binary, Options0, false),
{ReceiveBodyAsBinary, Options2} = proplists_take(receive_body_as_binary, Options1, false),
Options = [{send_body_as_binary, SendBodyAsBinary},
{receive_body_as_binary, ReceiveBodyAsBinary},
{append_sha256_content_hash, false}
| Options2],
Headers = [],
Input1 = Input0,
CustomHeaders = [],
Input2 = Input1,
Query_ = [],
Input = Input2,
request(Client, Method, Path, Query_, CustomHeaders ++ Headers, Input, Options, SuccessStatusCode).
%%====================================================================
%% Internal functions
%%====================================================================
-spec proplists_take(any(), proplists:proplist(), any()) -> {any(), proplists:proplist()}.
proplists_take(Key, Proplist, Default) ->
Value = proplists:get_value(Key, Proplist, Default),
{Value, proplists:delete(Key, Proplist)}.
-spec request(aws_client:aws_client(), atom(), iolist(), list(),
list(), map() | undefined, list(), pos_integer() | undefined) ->
{ok, {integer(), list()}} |
{ok, Result, {integer(), list(), hackney:client()}} |
{error, Error, {integer(), list(), hackney:client()}} |
{error, term()} when
Result :: map(),
Error :: map().
request(Client, Method, Path, Query, Headers0, Input, Options, SuccessStatusCode) ->
RequestFun = fun() -> do_request(Client, Method, Path, Query, Headers0, Input, Options, SuccessStatusCode) end,
aws_request:request(RequestFun, Options).
do_request(Client, Method, Path, Query, Headers0, Input, Options, SuccessStatusCode) ->
Client1 = Client#{service => <<"personalize">>},
Host = build_host(<<"personalize-runtime">>, Client1),
URL0 = build_url(Host, Path, Client1),
URL = aws_request:add_query(URL0, Query),
AdditionalHeaders1 = [ {<<"Host">>, Host}
, {<<"Content-Type">>, <<"application/x-amz-json-1.1">>}
],
Payload =
case proplists:get_value(send_body_as_binary, Options) of
true ->
maps:get(<<"Body">>, Input, <<"">>);
false ->
encode_payload(Input)
end,
AdditionalHeaders = case proplists:get_value(append_sha256_content_hash, Options, false) of
true ->
add_checksum_hash_header(AdditionalHeaders1, Payload);
false ->
AdditionalHeaders1
end,
Headers1 = aws_request:add_headers(AdditionalHeaders, Headers0),
MethodBin = aws_request:method_to_binary(Method),
SignedHeaders = aws_request:sign_request(Client1, MethodBin, URL, Headers1, Payload),
Response = hackney:request(Method, URL, SignedHeaders, Payload, Options),
DecodeBody = not proplists:get_value(receive_body_as_binary, Options),
handle_response(Response, SuccessStatusCode, DecodeBody).
add_checksum_hash_header(Headers, Body) ->
[ {<<"X-Amz-CheckSum-SHA256">>, base64:encode(crypto:hash(sha256, Body))}
| Headers
].
handle_response({ok, StatusCode, ResponseHeaders}, SuccessStatusCode, _DecodeBody)
when StatusCode =:= 200;
StatusCode =:= 202;
StatusCode =:= 204;
StatusCode =:= 206;
StatusCode =:= SuccessStatusCode ->
{ok, {StatusCode, ResponseHeaders}};
handle_response({ok, StatusCode, ResponseHeaders}, _, _DecodeBody) ->
{error, {StatusCode, ResponseHeaders}};
handle_response({ok, StatusCode, ResponseHeaders, Client}, SuccessStatusCode, DecodeBody)
when StatusCode =:= 200;
StatusCode =:= 202;
StatusCode =:= 204;
StatusCode =:= 206;
StatusCode =:= SuccessStatusCode ->
case hackney:body(Client) of
{ok, <<>>} when StatusCode =:= 200;
StatusCode =:= SuccessStatusCode ->
{ok, #{}, {StatusCode, ResponseHeaders, Client}};
{ok, Body} ->
Result = case DecodeBody of
true ->
try
jsx:decode(Body)
catch
Error:Reason:Stack ->
erlang:raise(error, {body_decode_failed, Error, Reason, StatusCode, Body}, Stack)
end;
false -> #{<<"Body">> => Body}
end,
{ok, Result, {StatusCode, ResponseHeaders, Client}}
end;
handle_response({ok, StatusCode, _ResponseHeaders, _Client}, _, _DecodeBody)
when StatusCode =:= 503 ->
%% Retriable error if retries are enabled
{error, service_unavailable};
handle_response({ok, StatusCode, ResponseHeaders, Client}, _, _DecodeBody) ->
{ok, Body} = hackney:body(Client),
try
DecodedError = jsx:decode(Body),
{error, DecodedError, {StatusCode, ResponseHeaders, Client}}
catch
Error:Reason:Stack ->
erlang:raise(error, {body_decode_failed, Error, Reason, StatusCode, Body}, Stack)
end;
handle_response({error, Reason}, _, _DecodeBody) ->
{error, Reason}.
build_host(_EndpointPrefix, #{region := <<"local">>, endpoint := Endpoint}) ->
Endpoint;
build_host(_EndpointPrefix, #{region := <<"local">>}) ->
<<"localhost">>;
build_host(EndpointPrefix, #{region := Region, endpoint := Endpoint}) ->
aws_util:binary_join([EndpointPrefix, Region, Endpoint], <<".">>).
build_url(Host, Path0, Client) ->
Proto = aws_client:proto(Client),
Path = erlang:iolist_to_binary(Path0),
Port = aws_client:port(Client),
aws_util:binary_join([Proto, <<"://">>, Host, <<":">>, Port, Path], <<"">>).
-spec encode_payload(undefined | map()) -> binary().
encode_payload(undefined) ->
<<>>;
encode_payload(Input) ->
jsx:encode(Input).