xref: /aosp_15_r20/external/federated-compute/fcp/aggregation/tensorflow/python/aggregation_protocols.cc (revision 14675a029014e728ec732f129a32e299b2da0601)
1 /*
2  * Copyright 2022 Google LLC
3  *
4  * Licensed under the Apache License, Version 2.0 (the "License");
5  * you may not use this file except in compliance with the License.
6  * You may obtain a copy of the License at
7  *
8  *      http://www.apache.org/licenses/LICENSE-2.0
9  *
10  * Unless required by applicable law or agreed to in writing, software
11  * distributed under the License is distributed on an "AS IS" BASIS,
12  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13  * See the License for the specific language governing permissions and
14  * limitations under the License.
15  */
16 
17 #include <pybind11/pybind11.h>
18 
19 #include <memory>
20 #include <string>
21 
22 #include "absl/status/statusor.h"
23 #include "fcp/aggregation/protocol/aggregation_protocol.h"
24 #include "fcp/aggregation/protocol/configuration.pb.h"
25 #include "fcp/aggregation/protocol/simple_aggregation/simple_aggregation_protocol.h"
26 #include "fcp/aggregation/tensorflow/tensorflow_checkpoint_builder_factory.h"
27 #include "fcp/aggregation/tensorflow/tensorflow_checkpoint_parser_factory.h"
28 #include "pybind11_abseil/status_casters.h"
29 #include "pybind11_protobuf/native_proto_caster.h"
30 
31 namespace py = ::pybind11;
32 
33 using ::fcp::aggregation::AggregationProtocol;
34 using ::fcp::aggregation::Configuration;
35 using ::fcp::aggregation::ResourceResolver;
36 using ::fcp::aggregation::tensorflow::TensorflowCheckpointBuilderFactory;
37 using ::fcp::aggregation::tensorflow::TensorflowCheckpointParserFactory;
38 
PYBIND11_MODULE(aggregation_protocols,m)39 PYBIND11_MODULE(aggregation_protocols, m) {
40   class DefaultResourceResolver : public ResourceResolver {
41     absl::StatusOr<absl::Cord> RetrieveResource(
42         int64_t client_id, const std::string& uri) override {
43       return absl::UnimplementedError("RetrieveResource() is not supported.");
44     }
45   };
46 
47   pybind11::google::ImportStatusModule();
48   pybind11_protobuf::ImportNativeProtoCasters();
49 
50   static const TensorflowCheckpointBuilderFactory* const
51       kCheckpointBuilderFactory = new TensorflowCheckpointBuilderFactory();
52   static const TensorflowCheckpointParserFactory* const
53       kCheckpointParserFactory = new TensorflowCheckpointParserFactory();
54   static ResourceResolver* kResourceResolver = new DefaultResourceResolver();
55 
56   m.def(
57       "create_simple_aggregation_protocol",
58       [](const Configuration& configuration,
59          AggregationProtocol::Callback* callback)
60           -> absl::StatusOr<std::unique_ptr<AggregationProtocol>> {
61         return fcp::aggregation::SimpleAggregationProtocol::Create(
62             configuration, callback, kCheckpointParserFactory,
63             kCheckpointBuilderFactory, kResourceResolver);
64       },
65       // Ensure the Callback object outlives the AggregationProtocol.
66       py::keep_alive<0, 2>());
67 }
68