/*! * Copyright 2022 XGBoost contributors */ #include #include #include #include #include #include #include "helpers.h" #include "../../../plugin/federated/federated_communicator.h" #include "../../../plugin/federated/federated_server.h" namespace { std::string GetServerAddress() { int port = GenerateRandomPort(50000, 60000); std::string address = std::string("localhost:") + std::to_string(port); return address; } } // anonymous namespace namespace xgboost { namespace collective { class FederatedCommunicatorTest : public ::testing::Test { public: static void VerifyAllreduce(int rank, const std::string& server_address) { FederatedCommunicator comm{kWorldSize, rank, server_address}; CheckAllreduce(comm); } static void VerifyBroadcast(int rank, const std::string& server_address) { FederatedCommunicator comm{kWorldSize, rank, server_address}; CheckBroadcast(comm, rank); } protected: void SetUp() override { server_address_ = GetServerAddress(); server_thread_.reset(new std::thread([this] { grpc::ServerBuilder builder; federated::FederatedService service{kWorldSize}; builder.AddListeningPort(server_address_, grpc::InsecureServerCredentials()); builder.RegisterService(&service); server_ = builder.BuildAndStart(); server_->Wait(); })); } void TearDown() override { server_->Shutdown(); server_thread_->join(); } static void CheckAllreduce(FederatedCommunicator &comm) { int buffer[] = {1, 2, 3, 4, 5}; comm.AllReduce(buffer, sizeof(buffer) / sizeof(buffer[0]), DataType::kInt32, Operation::kSum); int expected[] = {3, 6, 9, 12, 15}; for (auto i = 0; i < 5; i++) { EXPECT_EQ(buffer[i], expected[i]); } } static void CheckBroadcast(FederatedCommunicator &comm, int rank) { if (rank == 0) { std::string buffer{"hello"}; comm.Broadcast(&buffer[0], buffer.size(), 0); EXPECT_EQ(buffer, "hello"); } else { std::string buffer{" "}; comm.Broadcast(&buffer[0], buffer.size(), 0); EXPECT_EQ(buffer, "hello"); } } static int const kWorldSize{3}; std::string server_address_; std::unique_ptr server_thread_; std::unique_ptr server_; }; TEST(FederatedCommunicatorSimpleTest, ThrowOnWorldSizeTooSmall) { std::string server_address{GetServerAddress()}; auto construct = [server_address]() { FederatedCommunicator comm{0, 0, server_address, "", "", ""}; }; EXPECT_THROW(construct(), dmlc::Error); } TEST(FederatedCommunicatorSimpleTest, ThrowOnRankTooSmall) { std::string server_address{GetServerAddress()}; auto construct = [server_address]() { FederatedCommunicator comm{1, -1, server_address, "", "", ""}; }; EXPECT_THROW(construct(), dmlc::Error); } TEST(FederatedCommunicatorSimpleTest, ThrowOnRankTooBig) { std::string server_address{GetServerAddress()}; auto construct = [server_address]() { FederatedCommunicator comm{1, 1, server_address, "", "", ""}; }; EXPECT_THROW(construct(), dmlc::Error); } TEST(FederatedCommunicatorSimpleTest, ThrowOnWorldSizeNotInteger) { std::string server_address{GetServerAddress()}; auto construct = [server_address]() { Json config{JsonObject()}; config["federated_server_address"] = server_address; config["federated_world_size"] = std::string("1"); config["federated_rank"] = Integer(0); auto *comm = FederatedCommunicator::Create(config); }; EXPECT_THROW(construct(), dmlc::Error); } TEST(FederatedCommunicatorSimpleTest, ThrowOnRankNotInteger) { std::string server_address{GetServerAddress()}; auto construct = [server_address]() { Json config{JsonObject()}; config["federated_server_address"] = server_address; config["federated_world_size"] = 1; config["federated_rank"] = std::string("0"); auto *comm = FederatedCommunicator::Create(config); }; EXPECT_THROW(construct(), dmlc::Error); } TEST(FederatedCommunicatorSimpleTest, GetWorldSizeAndRank) { std::string server_address{GetServerAddress()}; FederatedCommunicator comm{6, 3, server_address}; EXPECT_EQ(comm.GetWorldSize(), 6); EXPECT_EQ(comm.GetRank(), 3); } TEST(FederatedCommunicatorSimpleTest, IsDistributed) { std::string server_address{GetServerAddress()}; FederatedCommunicator comm{2, 1, server_address}; EXPECT_TRUE(comm.IsDistributed()); } TEST_F(FederatedCommunicatorTest, Allreduce) { std::vector threads; for (auto rank = 0; rank < kWorldSize; rank++) { threads.emplace_back( std::thread(&FederatedCommunicatorTest::VerifyAllreduce, rank, server_address_)); } for (auto &thread : threads) { thread.join(); } } TEST_F(FederatedCommunicatorTest, Broadcast) { std::vector threads; for (auto rank = 0; rank < kWorldSize; rank++) { threads.emplace_back( std::thread(&FederatedCommunicatorTest::VerifyBroadcast, rank, server_address_)); } for (auto &thread : threads) { thread.join(); } } } // namespace collective } // namespace xgboost