#include #include #include #include #include using namespace std::chrono; // 定义字段 struct Field { std::string first; std::string second; }; // 解析数据值 std::vector> ParseValue(const std::string& value) { std::vector> fields; size_t start = 0; size_t end = value.find("|"); while (end != std::string::npos) { std::string field = value.substr(start, end - start); size_t separator = field.find(":"); if (separator != std::string::npos) { fields.push_back({field.substr(0, separator), field.substr(separator + 1)}); } start = end + 1; end = value.find("|", start); } return fields; } // 查询函数:根据字段查找所有包含该字段的 Key std::vector FindKeysByField(leveldb::DB* db, const Field& field) { std::vector keys; leveldb::Iterator* it = db->NewIterator(leveldb::ReadOptions()); for (it->SeekToFirst(); it->Valid(); it->Next()) { std::string key = it->key().ToString(); std::string value = it->value().ToString(); std::vector> fields = ParseValue(value); // 查找是否有匹配的字段 for (const auto& f : fields) { if (f.first == field.first && f.second == field.second) { keys.push_back(key); break; } } } delete it; return keys; } // 生成数据并插入数据库 void GenerateAndInsertData(leveldb::DB* db, int num_entries) { leveldb::WriteOptions write_options; leveldb::Status status; for (int i = 1; i <= num_entries; ++i) { std::string key = "k_" + std::to_string(i); std::string name = "Customer#" + std::to_string(i); std::string address = "Address_" + std::to_string(i); std::string phone = "25-989-741-" + std::to_string(1000 + i); std::string value = "name:" + name + "|address:" + address + "|phone:" + phone; status = db->Put(write_options, key, value); assert(status.ok() && "Failed to insert data"); } } // 基准测试:二级索引性能提升 void BenchmarkFieldQueryWithIndex(leveldb::DB* db) { // 测试前,查询无索引的字段性能 auto start = high_resolution_clock::now(); Field field = {"name", "Customer#10000"}; std::vector keys_without_index = FindKeysByField(db, field); auto end = high_resolution_clock::now(); auto duration = duration_cast(end - start); std::cout << "Time without index: " << duration.count() << " microseconds" << std::endl; // 创建二级索引 // 在此添加创建索引的代码(可以使用 DBImpl::CreateIndexOnField 函数) start = high_resolution_clock::now(); leveldb::Status status = db->CreateIndexOnField("name"); end = high_resolution_clock::now(); duration = duration_cast(end - start); std::cout << "Time to create index: " << duration.count() << std::endl; // 测试后,查询有索引的字段性能 start = high_resolution_clock::now(); std::vector keys_with_index = db->QueryByIndex("name:Customer#10000"); // 使用二级索引查询 end = high_resolution_clock::now(); duration = duration_cast(end - start); std::cout << "Time with index: " << duration.count() << " microseconds" << std::endl; // 输出查询结果 std::cout << "Found " << keys_with_index.size() << " keys with index." << std::endl; assert(!keys_with_index.empty() && "Query by index returned no results"); std::cout << "Query by index results for name=Customer#10000: "; for (const auto& result : keys_with_index) { std::cout << result << ", "; } } // 基准测试:记录插入时的性能影响 void BenchmarkWritePerformance(leveldb::DB* db, int num_entries) { leveldb::WriteOptions write_options; auto start = high_resolution_clock::now(); GenerateAndInsertData(db, num_entries); // 执行批量插入 auto end = high_resolution_clock::now(); auto duration = duration_cast(end - start); std::cout << "Insertion time for " << num_entries << " entries: " << duration.count() << " microseconds" << std::endl; } // 基准测试:记录删除二级索引的开销 void BenchmarkDeleteIndex(leveldb::DB* db, const std::string& field_name) { auto start = high_resolution_clock::now(); // 删除二级索引 leveldb::Status status = db->DeleteIndex(field_name); assert(status.ok() && "Failed to delete index"); auto end = high_resolution_clock::now(); auto duration = duration_cast(end - start); std::cout << "Time to delete index on field '" << field_name << "': " << duration.count() << " microseconds" << std::endl; } // 获取数据库大小(用来估算二级索引的空间占用) void GetDatabaseSize(leveldb::DB* db) { std::string property; // 使用 bool 返回值检查是否成功获取属性 bool success = db->GetProperty("leveldb.stats", &property); if (!success) { std::cerr << "Failed to get db stats" << std::endl; return; } std::cout << "Database stats: " << std::endl; std::cout << property << std::endl; } int main() { leveldb::Options options; options.create_if_missing = true; // 打开数据库 leveldb::DB* db = nullptr; leveldb::Status status = leveldb::DB::Open(options, "./testdb", &db); assert(status.ok() && "Failed to open database"); // 测试写入性能 BenchmarkWritePerformance(db, 100001); // 插入 100001 条数据 // 测试二级索引对查询性能的提升 BenchmarkFieldQueryWithIndex(db); // 获取数据库大小 GetDatabaseSize(db); // 测试删除二级索引的开销 BenchmarkDeleteIndex(db, "name"); // 关闭数据库 delete db; std::cout << "Benchmark tests completed." << std::endl; return 0; }