%% WARNING: DO NOT EDIT, AUTO-GENERATED CODE! %% See https://github.com/aws-beam/aws-codegen for more details. %% @doc The Amazon SageMaker runtime API. -module(aws_sagemaker_runtime). -export([invoke_endpoint/3, invoke_endpoint/4]). -include_lib("hackney/include/hackney_lib.hrl"). %%==================================================================== %% API %%==================================================================== %% @doc After you deploy a model into production using Amazon SageMaker %% hosting services, your client applications use this API to get inferences %% from the model hosted at the specified endpoint. %% %% For an overview of Amazon SageMaker, see How It Works. %% %% Amazon SageMaker strips all POST headers except those supported by the %% API. Amazon SageMaker might add additional headers. You should not rely on %% the behavior of headers outside those enumerated in the request syntax. %% %% Calls to `InvokeEndpoint' are authenticated by using AWS Signature Version %% 4. For information, see Authenticating Requests (AWS Signature Version 4) %% in the Amazon S3 API Reference. %% %% A customer's model containers must respond to requests within 60 seconds. %% The model itself can have a maximum processing time of 60 seconds before %% responding to invocations. If your model is going to take 50-60 seconds of %% processing time, the SDK socket timeout should be set to be 70 seconds. %% %% Endpoints are scoped to an individual account, and are not public. The URL %% does not contain the account ID, but Amazon SageMaker determines the %% account ID from the authentication token that is supplied by the caller. invoke_endpoint(Client, EndpointName, Input) -> invoke_endpoint(Client, EndpointName, Input, []). invoke_endpoint(Client, EndpointName, Input0, Options0) -> Method = post, Path = ["/endpoints/", aws_util:encode_uri(EndpointName), "/invocations"], SuccessStatusCode = undefined, Options = [{send_body_as_binary, true}, {receive_body_as_binary, true} | Options0], HeadersMapping = [ {<<"Accept">>, <<"Accept">>}, {<<"Content-Type">>, <<"ContentType">>}, {<<"X-Amzn-SageMaker-Custom-Attributes">>, <<"CustomAttributes">>}, {<<"X-Amzn-SageMaker-Inference-Id">>, <<"InferenceId">>}, {<<"X-Amzn-SageMaker-Target-Container-Hostname">>, <<"TargetContainerHostname">>}, {<<"X-Amzn-SageMaker-Target-Model">>, <<"TargetModel">>}, {<<"X-Amzn-SageMaker-Target-Variant">>, <<"TargetVariant">>} ], {Headers, Input1} = aws_request:build_headers(HeadersMapping, Input0), Query_ = [], Input = Input1, case request(Client, Method, Path, Query_, Headers, Input, Options, SuccessStatusCode) of {ok, Body0, {_, ResponseHeaders, _} = Response} -> ResponseHeadersParams = [ {<<"Content-Type">>, <<"ContentType">>}, {<<"X-Amzn-SageMaker-Custom-Attributes">>, <<"CustomAttributes">>}, {<<"x-Amzn-Invoked-Production-Variant">>, <<"InvokedProductionVariant">>} ], FoldFun = fun({Name_, Key_}, Acc_) -> case lists:keyfind(Name_, 1, ResponseHeaders) of false -> Acc_; {_, Value_} -> Acc_#{Key_ => Value_} end end, Body = lists:foldl(FoldFun, Body0, ResponseHeadersParams), {ok, Body, Response}; Result -> Result end. %%==================================================================== %% Internal functions %%==================================================================== -spec request(aws_client:aws_client(), atom(), iolist(), list(), list(), map() | undefined, list(), pos_integer() | undefined) -> {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) -> Client1 = Client#{service => <<"sagemaker">>}, Host = build_host(<<"runtime.sagemaker">>, Client1), URL0 = build_url(Host, Path, Client1), URL = aws_request:add_query(URL0, Query), AdditionalHeaders = [ {<<"Host">>, Host} , {<<"Content-Type">>, <<"application/x-amz-json-1.1">>} ], Headers1 = aws_request:add_headers(AdditionalHeaders, Headers0), Payload = case proplists:get_value(send_body_as_binary, Options) of true -> maps:get(<<"Body">>, Input, <<"">>); false -> encode_payload(Input) end, 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). handle_response({ok, StatusCode, ResponseHeaders, Client}, SuccessStatusCode, DecodeBody) when StatusCode =:= 200; StatusCode =:= 202; StatusCode =:= 204; StatusCode =:= SuccessStatusCode -> case hackney:body(Client) of {ok, <<>>} when StatusCode =:= 200; StatusCode =:= SuccessStatusCode -> {ok, #{}, {StatusCode, ResponseHeaders, Client}}; {ok, Body} -> Result = case DecodeBody of true -> jsx:decode(Body); false -> #{<<"Body">> => Body} end, {ok, Result, {StatusCode, ResponseHeaders, Client}} end; handle_response({ok, StatusCode, ResponseHeaders, Client}, _, _DecodeBody) -> {ok, Body} = hackney:body(Client), Error = jsx:decode(Body), {error, Error, {StatusCode, ResponseHeaders, Client}}; 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 = maps:get(proto, Client), Path = erlang:iolist_to_binary(Path0), Port = maps:get(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).