milvus/sdk/grpc/ClientProxy.cpp

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

#include "grpc/ClientProxy.h"
#include "grpc-gen/gen-milvus/milvus.grpc.pb.h"

#include <memory>
#include <string>
#include <vector>

//#define GRPC_MULTIPLE_THREAD;
#define MILVUS_SDK_VERSION "0.6.0";

namespace milvus {
bool
UriCheck(const std::string& uri) {
    size_t index = uri.find_first_of(':', 0);
    return (index != std::string::npos);
}

void
CopyRowRecord(::milvus::grpc::RowRecord* target, const RowRecord& src) {
    if (!src.float_data.empty()) {
        auto vector_data = target->mutable_float_data();
        vector_data->Resize(static_cast<int>(src.float_data.size()), 0.0);
        memcpy(vector_data->mutable_data(), src.float_data.data(), src.float_data.size() * sizeof(float));
    }

    if (!src.binary_data.empty()) {
        target->set_binary_data(src.binary_data.data(), src.binary_data.size());
    }
}

Status
ClientProxy::Connect(const ConnectParam& param) {
    std::string uri = param.ip_address + ":" + param.port;

    channel_ = ::grpc::CreateChannel(uri, ::grpc::InsecureChannelCredentials());
    if (channel_ != nullptr) {
        connected_ = true;
        client_ptr_ = std::make_shared<GrpcClient>(channel_);
        return Status::OK();
    }

    std::string reason = "connect failed!";
    connected_ = false;
    return Status(StatusCode::NotConnected, reason);
}

Status
ClientProxy::Connect(const std::string& uri) {
    if (!UriCheck(uri)) {
        return Status(StatusCode::InvalidAgument, "Invalid uri");
    }
    size_t index = uri.find_first_of(':', 0);

    ConnectParam param;
    param.ip_address = uri.substr(0, index);
    param.port = uri.substr(index + 1);

    return Connect(param);
}

Status
ClientProxy::Connected() const {
    try {
        std::string info;
        return client_ptr_->Cmd(info, "");
    } catch (std::exception& ex) {
        return Status(StatusCode::NotConnected, "connection lost: " + std::string(ex.what()));
    }
}

Status
ClientProxy::Disconnect() {
    try {
        Status status = client_ptr_->Disconnect();
        connected_ = false;
        channel_.reset();
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "failed to disconnect: " + std::string(ex.what()));
    }
}

std::string
ClientProxy::ClientVersion() const {
    return MILVUS_SDK_VERSION;
}

Status
ClientProxy::CreateTable(const TableSchema& param) {
    try {
        ::milvus::grpc::TableSchema schema;
        schema.set_table_name(param.table_name);
        schema.set_dimension(param.dimension);
        schema.set_index_file_size(param.index_file_size);
        schema.set_metric_type(static_cast<int32_t>(param.metric_type));

        return client_ptr_->CreateTable(schema);
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "failed to create table: " + std::string(ex.what()));
    }
}

bool
ClientProxy::HasTable(const std::string& table_name) {
    Status status = Status::OK();
    ::milvus::grpc::TableName grpc_table_name;
    grpc_table_name.set_table_name(table_name);
    bool result = client_ptr_->HasTable(grpc_table_name, status);
    return result;
}

Status
ClientProxy::DropTable(const std::string& table_name) {
    try {
        ::milvus::grpc::TableName grpc_table_name;
        grpc_table_name.set_table_name(table_name);
        return client_ptr_->DropTable(grpc_table_name);
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "failed to drop table: " + std::string(ex.what()));
    }
}

Status
ClientProxy::CreateIndex(const IndexParam& index_param) {
    try {
        ::milvus::grpc::IndexParam grpc_index_param;
        grpc_index_param.set_table_name(index_param.table_name);
        grpc_index_param.mutable_index()->set_index_type(static_cast<int32_t>(index_param.index_type));
        grpc_index_param.mutable_index()->set_nlist(index_param.nlist);
        return client_ptr_->CreateIndex(grpc_index_param);
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "failed to build index: " + std::string(ex.what()));
    }
}

Status
ClientProxy::Insert(const std::string& table_name, const std::string& partition_tag,
                    const std::vector<RowRecord>& record_array, std::vector<int64_t>& id_array) {
    Status status = Status::OK();
    try {
////////////////////////////////////////////////////////////////////////////
#ifdef GRPC_MULTIPLE_THREAD
        std::vector<std::thread> threads;
        int thread_count = 10;

        std::shared_ptr<::milvus::grpc::InsertInfos> insert_info_array(
            new ::milvus::grpc::InsertInfos[thread_count], std::default_delete<::milvus::grpc::InsertInfos[]>());

        std::shared_ptr<::milvus::grpc::VectorIds> vector_ids_array(new ::milvus::grpc::VectorIds[thread_count],
                                                                    std::default_delete<::milvus::grpc::VectorIds[]>());

        int64_t record_count = record_array.size() / thread_count;

        for (size_t i = 0; i < thread_count; i++) {
            insert_info_array.get()[i].set_table_name(table_name);
            for (size_t j = i * record_count; j < record_count * (i + 1); j++) {
                ::milvus::grpc::RowRecord* grpc_record = insert_info_array.get()[i].add_row_record_array();
                for (size_t k = 0; k < record_array[j].data.size(); k++) {
                    grpc_record->add_vector_data(record_array[j].data[k]);
                }
            }
        }

        std::cout << "*****************************************************\n";
        auto start = std::chrono::high_resolution_clock::now();
        for (size_t j = 0; j < thread_count; j++) {
            threads.push_back(std::thread(&GrpcClient::InsertVector, client_ptr_, std::ref(vector_ids_array.get()[j]),
                                          std::ref(insert_info_array.get()[j]), std::ref(status)));
        }
        std::for_each(threads.begin(), threads.end(), std::mem_fn(&std::thread::join));
        auto finish = std::chrono::high_resolution_clock::now();
        std::cout << "InsertVector cost: "
                  << std::chrono::duration_cast<std::chrono::duration<double>>(finish - start).count() << "s\n";
        std::cout << "*****************************************************\n";

        for (size_t i = 0; i < thread_count; i++) {
            for (size_t j = 0; j < vector_ids_array.get()[i].vector_id_array_size(); j++) {
                id_array.push_back(vector_ids_array.get()[i].vector_id_array(j));
            }
        }
#else
        ::milvus::grpc::InsertParam insert_param;
        insert_param.set_table_name(table_name);
        insert_param.set_partition_tag(partition_tag);

        for (auto& record : record_array) {
            ::milvus::grpc::RowRecord* grpc_record = insert_param.add_row_record_array();
            CopyRowRecord(grpc_record, record);
        }

        // Single thread
        ::milvus::grpc::VectorIds vector_ids;
        if (!id_array.empty()) {
            /* set user's ids */
            auto row_ids = insert_param.mutable_row_id_array();
            row_ids->Resize(static_cast<int>(id_array.size()), -1);
            memcpy(row_ids->mutable_data(), id_array.data(), id_array.size() * sizeof(int64_t));
            client_ptr_->Insert(vector_ids, insert_param, status);
        } else {
            client_ptr_->Insert(vector_ids, insert_param, status);
            /* return Milvus generated ids back to user */
            id_array.insert(id_array.end(), vector_ids.vector_id_array().begin(), vector_ids.vector_id_array().end());
        }
#endif
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to add vector: " + std::string(ex.what()));
    }

    return status;
}

Status
ClientProxy::Search(const std::string& table_name, const std::vector<std::string>& partition_tags,
                    const std::vector<RowRecord>& query_record_array, const std::vector<Range>& query_range_array,
                    int64_t topk, int64_t nprobe, TopKQueryResult& topk_query_result) {
    try {
        // step 1: convert vectors data
        ::milvus::grpc::SearchParam search_param;
        search_param.set_table_name(table_name);
        search_param.set_topk(topk);
        search_param.set_nprobe(nprobe);
        for (auto& tag : partition_tags) {
            search_param.add_partition_tag_array(tag);
        }
        for (auto& record : query_record_array) {
            ::milvus::grpc::RowRecord* row_record = search_param.add_query_record_array();
            CopyRowRecord(row_record, record);
        }

        // step 2: convert range array
        for (auto& range : query_range_array) {
            ::milvus::grpc::Range* grpc_range = search_param.add_query_range_array();
            grpc_range->set_start_value(range.start_value);
            grpc_range->set_end_value(range.end_value);
        }

        // step 3: search vectors
        ::milvus::grpc::TopKQueryResult result;
        Status status = client_ptr_->Search(result, search_param);
        if (result.row_num() == 0) {
            return status;
        }

        // step 4: convert result array
        topk_query_result.reserve(result.row_num());
        int64_t nq = result.row_num();
        int64_t topk = result.ids().size() / nq;
        for (int64_t i = 0; i < result.row_num(); i++) {
            milvus::QueryResult one_result;
            one_result.ids.resize(topk);
            one_result.distances.resize(topk);
            memcpy(one_result.ids.data(), result.ids().data() + topk * i, topk * sizeof(int64_t));
            memcpy(one_result.distances.data(), result.distances().data() + topk * i, topk * sizeof(float));
            topk_query_result.emplace_back(one_result);
        }

        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to search vectors: " + std::string(ex.what()));
    }
}

Status
ClientProxy::DescribeTable(const std::string& table_name, TableSchema& table_schema) {
    try {
        ::milvus::grpc::TableSchema grpc_schema;

        Status status = client_ptr_->DescribeTable(grpc_schema, table_name);

        table_schema.table_name = grpc_schema.table_name();
        table_schema.dimension = grpc_schema.dimension();
        table_schema.index_file_size = grpc_schema.index_file_size();
        table_schema.metric_type = static_cast<MetricType>(grpc_schema.metric_type());

        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to describe table: " + std::string(ex.what()));
    }
}

Status
ClientProxy::CountTable(const std::string& table_name, int64_t& row_count) {
    try {
        Status status;
        row_count = client_ptr_->CountTable(table_name, status);
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to show tables: " + std::string(ex.what()));
    }
}

Status
ClientProxy::ShowTables(std::vector<std::string>& table_array) {
    try {
        Status status;
        milvus::grpc::TableNameList table_name_list;
        status = client_ptr_->ShowTables(table_name_list);

        table_array.resize(table_name_list.table_names_size());
        for (uint64_t i = 0; i < table_name_list.table_names_size(); ++i) {
            table_array[i] = table_name_list.table_names(i);
        }
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to show tables: " + std::string(ex.what()));
    }
}

std::string
ClientProxy::ServerVersion() const {
    Status status = Status::OK();
    try {
        std::string version;
        Status status = client_ptr_->Cmd(version, "version");
        return version;
    } catch (std::exception& ex) {
        return "";
    }
}

std::string
ClientProxy::ServerStatus() const {
    if (channel_ == nullptr) {
        return "not connected to server";
    }

    try {
        std::string dummy;
        Status status = client_ptr_->Cmd(dummy, "");
        return "server alive";
    } catch (std::exception& ex) {
        return "connection lost";
    }
}

std::string
ClientProxy::DumpTaskTables() const {
    if (channel_ == nullptr) {
        return "not connected to server";
    }

    try {
        std::string dummy;
        Status status = client_ptr_->Cmd(dummy, "tasktable");
        return dummy;
    } catch (std::exception& ex) {
        return "connection lost";
    }
}

Status
ClientProxy::DeleteByDate(const std::string& table_name, const milvus::Range& range) {
    try {
        ::milvus::grpc::DeleteByDateParam delete_by_range_param;
        delete_by_range_param.set_table_name(table_name);
        delete_by_range_param.mutable_range()->set_start_value(range.start_value);
        delete_by_range_param.mutable_range()->set_end_value(range.end_value);
        return client_ptr_->DeleteByDate(delete_by_range_param);
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to delete by range: " + std::string(ex.what()));
    }
}

Status
ClientProxy::PreloadTable(const std::string& table_name) const {
    try {
        ::milvus::grpc::TableName grpc_table_name;
        grpc_table_name.set_table_name(table_name);
        Status status = client_ptr_->PreloadTable(grpc_table_name);
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to preload tables: " + std::string(ex.what()));
    }
}

Status
ClientProxy::DescribeIndex(const std::string& table_name, IndexParam& index_param) const {
    try {
        ::milvus::grpc::TableName grpc_table_name;
        grpc_table_name.set_table_name(table_name);
        ::milvus::grpc::IndexParam grpc_index_param;
        Status status = client_ptr_->DescribeIndex(grpc_table_name, grpc_index_param);
        index_param.index_type = static_cast<IndexType>(grpc_index_param.mutable_index()->index_type());
        index_param.nlist = grpc_index_param.mutable_index()->nlist();

        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to describe index: " + std::string(ex.what()));
    }
}

Status
ClientProxy::DropIndex(const std::string& table_name) const {
    try {
        ::milvus::grpc::TableName grpc_table_name;
        grpc_table_name.set_table_name(table_name);
        Status status = client_ptr_->DropIndex(grpc_table_name);
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to drop index: " + std::string(ex.what()));
    }
}

Status
ClientProxy::CreatePartition(const PartitionParam& partition_param) {
    try {
        ::milvus::grpc::PartitionParam grpc_partition_param;
        grpc_partition_param.set_table_name(partition_param.table_name);
        grpc_partition_param.set_partition_name(partition_param.partition_name);
        grpc_partition_param.set_tag(partition_param.partition_tag);
        Status status = client_ptr_->CreatePartition(grpc_partition_param);
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to create partition: " + std::string(ex.what()));
    }
}

Status
ClientProxy::ShowPartitions(const std::string& table_name, PartitionList& partition_array) const {
    try {
        ::milvus::grpc::TableName grpc_table_name;
        grpc_table_name.set_table_name(table_name);
        ::milvus::grpc::PartitionList grpc_partition_list;
        Status status = client_ptr_->ShowPartitions(grpc_table_name, grpc_partition_list);
        partition_array.resize(grpc_partition_list.partition_array_size());
        for (uint64_t i = 0; i < grpc_partition_list.partition_array_size(); ++i) {
            partition_array[i].table_name = grpc_partition_list.partition_array(i).table_name();
            partition_array[i].partition_name = grpc_partition_list.partition_array(i).partition_name();
            partition_array[i].partition_tag = grpc_partition_list.partition_array(i).tag();
        }
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to show partitions: " + std::string(ex.what()));
    }
}

Status
ClientProxy::DropPartition(const PartitionParam& partition_param) {
    try {
        ::milvus::grpc::PartitionParam grpc_partition_param;
        grpc_partition_param.set_table_name(partition_param.table_name);
        grpc_partition_param.set_partition_name(partition_param.partition_name);
        grpc_partition_param.set_tag(partition_param.partition_tag);
        Status status = client_ptr_->DropPartition(grpc_partition_param);
        return status;
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "fail to drop partition: " + std::string(ex.what()));
    }
}

Status
ClientProxy::GetConfig(const std::string& node_name, std::string& value) const {
    try {
        return client_ptr_->Cmd(value, "get_config " + node_name);
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "Fail to get config: " + node_name);
    }
}

Status
ClientProxy::SetConfig(const std::string& node_name, const std::string& value) const {
    try {
        std::string dummy;
        return client_ptr_->Cmd(dummy, "set_config " + node_name + " " + value);
    } catch (std::exception& ex) {
        return Status(StatusCode::UnknownError, "Fail to set config: " + node_name);
    }
}


}  // namespace milvus