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src/aws_sagemaker_featurestore_runtime.erl
%% WARNING: DO NOT EDIT, AUTO-GENERATED CODE!
%% See https://github.com/aws-beam/aws-codegen for more details.
%% @doc Contains all data plane API operations and data types for the Amazon
%% SageMaker Feature Store.
%%
%% Use this API to put, delete, and retrieve (get) features from a feature
%% store.
%%
%% Use the following operations to configure your `OnlineStore' and
%% `OfflineStore' features, and to create and manage feature groups:
%%
%% <ul> <li> CreateFeatureGroup
%%
%% </li> <li> DeleteFeatureGroup
%%
%% </li> <li> DescribeFeatureGroup
%%
%% </li> <li> ListFeatureGroups
%%
%% </li> </ul>
-module(aws_sagemaker_featurestore_runtime).
-export([batch_get_record/2,
batch_get_record/3,
delete_record/3,
delete_record/4,
get_record/3,
get_record/5,
get_record/6,
put_record/3,
put_record/4]).
-include_lib("hackney/include/hackney_lib.hrl").
%%====================================================================
%% API
%%====================================================================
%% @doc Retrieves a batch of `Records' from a `FeatureGroup'.
batch_get_record(Client, Input) ->
batch_get_record(Client, Input, []).
batch_get_record(Client, Input0, Options0) ->
Method = post,
Path = ["/BatchGetRecord"],
SuccessStatusCode = undefined,
Options = [{send_body_as_binary, false},
{receive_body_as_binary, false},
{append_sha256_content_hash, false}
| Options0],
Headers = [],
Input1 = Input0,
CustomHeaders = [],
Input2 = Input1,
Query_ = [],
Input = Input2,
request(Client, Method, Path, Query_, CustomHeaders ++ Headers, Input, Options, SuccessStatusCode).
%% @doc Deletes a `Record' from a `FeatureGroup' in the
%% `OnlineStore'.
%%
%% Feature Store supports both `SoftDelete' and `HardDelete'. For
%% `SoftDelete' (default), feature columns are set to `null' and the
%% record is no longer retrievable by `GetRecord' or
%% `BatchGetRecord'. For `HardDelete', the complete `Record' is
%% removed from the `OnlineStore'. In both cases, Feature Store appends
%% the deleted record marker to the `OfflineStore'. The deleted record
%% marker is a record with the same `RecordIdentifer' as the original,
%% but with `is_deleted' value set to `True', `EventTime' set to
%% the delete input `EventTime', and other feature values set to
%% `null'.
%%
%% Note that the `EventTime' specified in `DeleteRecord' should be
%% set later than the `EventTime' of the existing record in the
%% `OnlineStore' for that `RecordIdentifer'. If it is not, the
%% deletion does not occur:
%%
%% <ul> <li> For `SoftDelete', the existing (not deleted) record remains
%% in the `OnlineStore', though the delete record marker is still written
%% to the `OfflineStore'.
%%
%% </li> <li> `HardDelete' returns `EventTime': `400
%% ValidationException' to indicate that the delete operation failed. No
%% delete record marker is written to the `OfflineStore'.
%%
%% </li> </ul> When a record is deleted from the `OnlineStore', the
%% deleted record marker is appended to the `OfflineStore'. If you have
%% the Iceberg table format enabled for your `OfflineStore', you can
%% remove all history of a record from the `OfflineStore' using Amazon
%% Athena or Apache Spark. For information on how to hard delete a record
%% from the `OfflineStore' with the Iceberg table format enabled, see
%% Delete records from the offline store.
delete_record(Client, FeatureGroupName, Input) ->
delete_record(Client, FeatureGroupName, Input, []).
delete_record(Client, FeatureGroupName, Input0, Options0) ->
Method = delete,
Path = ["/FeatureGroup/", aws_util:encode_uri(FeatureGroupName), ""],
SuccessStatusCode = undefined,
Options = [{send_body_as_binary, false},
{receive_body_as_binary, false},
{append_sha256_content_hash, false}
| Options0],
Headers = [],
Input1 = Input0,
CustomHeaders = [],
Input2 = Input1,
QueryMapping = [
{<<"DeletionMode">>, <<"DeletionMode">>},
{<<"EventTime">>, <<"EventTime">>},
{<<"RecordIdentifierValueAsString">>, <<"RecordIdentifierValueAsString">>},
{<<"TargetStores">>, <<"TargetStores">>}
],
{Query_, Input} = aws_request:build_headers(QueryMapping, Input2),
request(Client, Method, Path, Query_, CustomHeaders ++ Headers, Input, Options, SuccessStatusCode).
%% @doc Use for `OnlineStore' serving from a `FeatureStore'.
%%
%% Only the latest records stored in the `OnlineStore' can be retrieved.
%% If no Record with `RecordIdentifierValue' is found, then an empty
%% result is returned.
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString)
when is_map(Client) ->
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, #{}, #{}).
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap)
when is_map(Client), is_map(QueryMap), is_map(HeadersMap) ->
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap, []).
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap, Options0)
when is_map(Client), is_map(QueryMap), is_map(HeadersMap), is_list(Options0) ->
Path = ["/FeatureGroup/", aws_util:encode_uri(FeatureGroupName), ""],
SuccessStatusCode = undefined,
Options = [{send_body_as_binary, false},
{receive_body_as_binary, false}
| Options0],
Headers = [],
Query0_ =
[
{<<"ExpirationTimeResponse">>, maps:get(<<"ExpirationTimeResponse">>, QueryMap, undefined)},
{<<"FeatureName">>, maps:get(<<"FeatureName">>, QueryMap, undefined)},
{<<"RecordIdentifierValueAsString">>, RecordIdentifierValueAsString}
],
Query_ = [H || {_, V} = H <- Query0_, V =/= undefined],
request(Client, get, Path, Query_, Headers, undefined, Options, SuccessStatusCode).
%% @doc The `PutRecord' API is used to ingest a list of `Records'
%% into your feature group.
%%
%% If a new record’s `EventTime' is greater, the new record is written to
%% both the `OnlineStore' and `OfflineStore'. Otherwise, the record
%% is a historic record and it is written only to the `OfflineStore'.
%%
%% You can specify the ingestion to be applied to the `OnlineStore',
%% `OfflineStore', or both by using the `TargetStores' request
%% parameter.
%%
%% You can set the ingested record to expire at a given time to live (TTL)
%% duration after the record’s event time, `ExpiresAt' = `EventTime'
%% + `TtlDuration', by specifying the `TtlDuration' parameter. A
%% record level `TtlDuration' is set when specifying the
%% `TtlDuration' parameter using the `PutRecord' API call. If the
%% input `TtlDuration' is `null' or unspecified, `TtlDuration' is
%% set to the default feature group level `TtlDuration'. A record level
%% `TtlDuration' supersedes the group level `TtlDuration'.
put_record(Client, FeatureGroupName, Input) ->
put_record(Client, FeatureGroupName, Input, []).
put_record(Client, FeatureGroupName, Input0, Options0) ->
Method = put,
Path = ["/FeatureGroup/", aws_util:encode_uri(FeatureGroupName), ""],
SuccessStatusCode = undefined,
Options = [{send_body_as_binary, false},
{receive_body_as_binary, false},
{append_sha256_content_hash, false}
| Options0],
Headers = [],
Input1 = Input0,
CustomHeaders = [],
Input2 = Input1,
Query_ = [],
Input = Input2,
request(Client, Method, Path, Query_, CustomHeaders ++ Headers, Input, Options, SuccessStatusCode).
%%====================================================================
%% Internal functions
%%====================================================================
-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 => <<"sagemaker">>},
Host = build_host(<<"featurestore-runtime.sagemaker">>, 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).