docs: 新增跟单回测功能设计文档
- 新增产品需求文档 (BACKTEST_PRD.md) - 新增技术设计文档 (BACKTEST_TECHNICAL_DESIGN.md) - 新增设计审查清单 (BACKTEST_REVIEW_CHECKLIST.md) - 新增文档总览 (README.md) 关键设计: - 实时市场结算机制(按endDate检查) - 严格余额检查(不计入未实现持仓) - 停止条件优化(余额不足且无持仓时停止) - 不计算手续费(简化逻辑)
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# 跟单回测功能技术设计文档
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## 一、技术架构概览
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```mermaid
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graph TB
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subgraph "Frontend Layer"
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A[回测管理页面] --> B[回测创建页面]
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A --> C[回测详情页面]
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end
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subgraph "Backend API Layer"
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D[BacktestController]
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end
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subgraph "Service Layer"
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E[BacktestService] --> F[BacktestExecutionService]
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E --> G[BacktestDataService]
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F --> H[CopyTradingFilterService]
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end
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subgraph "Scheduled Tasks"
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I[BacktestPollingService]
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end
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subgraph "Data Layer"
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J[(Backtest Task Table)]
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K[(Backtest Trade Table)]
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L[(Leader Historical Data)]
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end
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A --> D
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B --> D
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C --> D
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D --> E
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I --> F
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E --> J
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F --> K
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F --> L
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G --> L
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F --> H
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```
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## 二、数据库设计
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### 2.1 回测任务表 (backtest_task)
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```sql
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CREATE TABLE backtest_task (
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id BIGINT AUTO_INCREMENT PRIMARY KEY COMMENT '回测任务ID',
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task_name VARCHAR(100) NOT NULL COMMENT '回测任务名称',
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leader_id BIGINT NOT NULL COMMENT 'Leader ID',
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initial_balance DECIMAL(20, 8) NOT NULL COMMENT '初始资金',
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final_balance DECIMAL(20, 8) DEFAULT NULL COMMENT '最终资金',
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profit_amount DECIMAL(20, 8) DEFAULT NULL COMMENT '收益金额',
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profit_rate DECIMAL(10, 4) DEFAULT NULL COMMENT '收益率(%)',
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backtest_days INT NOT NULL COMMENT '回测天数',
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start_time BIGINT NOT NULL COMMENT '回测开始时间(历史时间)',
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end_time BIGINT DEFAULT NULL COMMENT '回测结束时间(历史时间)',
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-- 跟单配置 (复制CopyTrading表结构)
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copy_mode VARCHAR(10) NOT NULL COMMENT '跟单模式: RATIO/FIXED',
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copy_ratio DECIMAL(20, 8) DEFAULT 1.0 COMMENT '跟单比例',
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fixed_amount DECIMAL(20, 8) DEFAULT NULL COMMENT '固定金额',
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max_order_size DECIMAL(20, 8) NOT NULL COMMENT '最大单笔订单',
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min_order_size DECIMAL(20, 8) NOT NULL COMMENT '最小单笔订单',
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max_daily_loss DECIMAL(20, 8) NOT NULL COMMENT '最大每日亏损',
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max_daily_orders INT NOT NULL COMMENT '最大每日订单数',
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price_tolerance DECIMAL(5, 2) NOT NULL COMMENT '价格容忍度(%)',
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delay_seconds INT DEFAULT 0 COMMENT '延迟秒数',
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support_sell BOOLEAN DEFAULT TRUE COMMENT '是否支持卖出',
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min_order_depth DECIMAL(20, 8) DEFAULT NULL COMMENT '最小订单深度',
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max_spread DECIMAL(20, 8) DEFAULT NULL COMMENT '最大价差',
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min_price DECIMAL(20, 8) DEFAULT NULL COMMENT '最低价格',
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max_price DECIMAL(20, 8) DEFAULT NULL COMMENT '最高价格',
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max_position_value DECIMAL(20, 8) DEFAULT NULL COMMENT '最大仓位金额',
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max_position_count INT DEFAULT NULL COMMENT '最大仓位数量',
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keyword_filter_mode VARCHAR(20) DEFAULT 'DISABLED' COMMENT '关键字过滤模式',
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keywords JSON DEFAULT NULL COMMENT '关键字列表',
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max_market_end_date BIGINT DEFAULT NULL COMMENT '市场截止时间限制',
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-- 执行状态
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status VARCHAR(20) NOT NULL DEFAULT 'PENDING' COMMENT '状态: PENDING/RUNNING/COMPLETED/STOPPED/FAILED',
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progress INT DEFAULT 0 COMMENT '执行进度(0-100)',
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total_trades INT DEFAULT 0 COMMENT '总交易笔数',
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buy_trades INT DEFAULT 0 COMMENT '买入笔数',
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sell_trades INT DEFAULT 0 COMMENT '卖出笔数',
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win_trades INT DEFAULT 0 COMMENT '盈利交易笔数',
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loss_trades INT DEFAULT 0 COMMENT '亏损交易笔数',
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win_rate DECIMAL(5, 2) DEFAULT NULL COMMENT '胜率(%)',
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max_profit DECIMAL(20, 8) DEFAULT NULL COMMENT '最大单笔盈利',
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max_loss DECIMAL(20, 8) DEFAULT NULL COMMENT '最大单笔亏损',
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max_drawdown DECIMAL(20, 8) DEFAULT NULL COMMENT '最大回撤',
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error_message TEXT DEFAULT NULL COMMENT '错误信息',
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created_at BIGINT NOT NULL COMMENT '创建时间',
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execution_started_at BIGINT DEFAULT NULL COMMENT '执行开始时间(系统时间)',
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execution_finished_at BIGINT DEFAULT NULL COMMENT '执行完成时间(系统时间)',
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updated_at BIGINT NOT NULL COMMENT '更新时间',
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INDEX idx_leader_id (leader_id),
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INDEX idx_status (status),
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INDEX idx_created_at (created_at)
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) COMMENT='回测任务表';
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```
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### 2.2 回测交易记录表 (backtest_trade)
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```sql
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CREATE TABLE backtest_trade (
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id BIGINT AUTO_INCREMENT PRIMARY KEY COMMENT '交易记录ID',
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backtest_task_id BIGINT NOT NULL COMMENT '回测任务ID',
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trade_time BIGINT NOT NULL COMMENT '交易时间',
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market_id VARCHAR(100) NOT NULL COMMENT '市场ID',
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market_title VARCHAR(500) DEFAULT NULL COMMENT '市场标题',
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side VARCHAR(20) NOT NULL COMMENT '方向: BUY/SELL/SETTLEMENT',
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outcome VARCHAR(50) NOT NULL COMMENT '结果: YES/NO或outcomeIndex',
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quantity DECIMAL(20, 8) NOT NULL COMMENT '数量',
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price DECIMAL(20, 8) NOT NULL COMMENT '价格',
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amount DECIMAL(20, 8) NOT NULL COMMENT '金额',
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fee DECIMAL(20, 8) NOT NULL COMMENT '手续费',
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profit_loss DECIMAL(20, 8) DEFAULT NULL COMMENT '盈亏(仅卖出时)',
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balance_after DECIMAL(20, 8) NOT NULL COMMENT '交易后余额',
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leader_trade_id VARCHAR(100) DEFAULT NULL COMMENT 'Leader原始交易ID',
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created_at BIGINT NOT NULL COMMENT '创建时间',
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INDEX idx_backtest_task_id (backtest_task_id),
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INDEX idx_trade_time (trade_time),
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FOREIGN KEY (backtest_task_id) REFERENCES backtest_task(id) ON DELETE CASCADE
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) COMMENT='回测交易记录表';
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```
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### 2.3 索引优化建议
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- `backtest_task`:
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- 主查询索引: `idx_leader_id`, `idx_status`
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- 排序索引: `idx_created_at`
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- `backtest_trade`:
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- 关联查询索引: `idx_backtest_task_id`
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- 时间序列索引: `idx_trade_time`
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## 三、API设计
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### 3.1 RESTful API规范
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#### 3.1.1 创建回测任务
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```
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POST /api/backtest/tasks
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```
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**Request Body**:
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```json
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{
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"taskName": "激进策略-Leader A",
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"leaderId": 123,
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"initialBalance": "1000.00",
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"backtestDays": 30,
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"copyMode": "RATIO",
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"copyRatio": "1.0",
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"fixedAmount": null,
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"maxOrderSize": "1000.00",
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"minOrderSize": "1.00",
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"maxDailyLoss": "10000.00",
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"maxDailyOrders": 100,
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"priceTolerance": "5.00",
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"delaySeconds": 0,
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"supportSell": true,
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"minOrderDepth": null,
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"maxSpread": null,
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"minPrice": null,
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"maxPrice": null,
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"maxPositionValue": null,
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"maxPositionCount": null,
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"keywordFilterMode": "DISABLED",
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"keywords": [],
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"maxMarketEndDate": null
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}
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```
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**Response**:
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```json
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{
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"success": true,
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"data": {
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"id": 12345,
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"taskName": "激进策略-Leader A",
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"status": "PENDING",
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"createdAt": 1738238400000
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},
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"message": "回测任务创建成功"
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}
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```
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#### 3.1.2 查询回测任务列表
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```
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GET /api/backtest/tasks?leaderId={leaderId}&status={status}&sortBy={field}&sortOrder={asc|desc}&page={page}&size={size}
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```
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**Query Parameters**:
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- `leaderId` (可选): Leader ID
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- `status` (可选): PENDING/RUNNING/COMPLETED/STOPPED/FAILED
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- `sortBy` (可选): profitAmount / profitRate / createdAt (默认: createdAt)
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- `sortOrder` (可选): asc / desc (默认: desc)
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- `page` (可选): 页码,从1开始 (默认: 1)
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- `size` (可选): 每页数量 (默认: 20)
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**Response**:
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```json
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{
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"success": true,
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"data": {
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"list": [
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{
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"id": 12345,
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"taskName": "激进策略-Leader A",
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"leaderId": 123,
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"leaderName": "Smart Trader",
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"leaderAddress": "0x123...",
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"initialBalance": "1000.00",
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"finalBalance": "1250.00",
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"profitAmount": "250.00",
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"profitRate": "25.00",
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"backtestDays": 30,
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"totalTrades": 45,
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"status": "COMPLETED",
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"startTime": 1735646400000,
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"endTime": 1738238400000,
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"createdAt": 1738238400000
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}
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],
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"total": 100,
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"page": 1,
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"size": 20
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}
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}
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```
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#### 3.1.3 查询回测任务详情
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```
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GET /api/backtest/tasks/{id}
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```
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**Response**:
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```json
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{
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"success": true,
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"data": {
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"id": 12345,
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"taskName": "激进策略-Leader A",
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"leaderId": 123,
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"leaderName": "Smart Trader",
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"initialBalance": "1000.00",
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"finalBalance": "1250.00",
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"profitAmount": "250.00",
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"profitRate": "25.00",
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"backtestDays": 30,
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"startTime": 1735646400000,
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"endTime": 1738238400000,
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"config": {
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"copyMode": "RATIO",
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"copyRatio": "1.0",
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// ... 其他配置
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},
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"statistics": {
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"totalTrades": 45,
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"buyTrades": 23,
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"sellTrades": 22,
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"winTrades": 30,
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"lossTrades": 15,
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"winRate": "66.67",
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"maxProfit": "50.00",
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"maxLoss": "-20.00",
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"maxDrawdown": "100.00"
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},
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"status": "COMPLETED",
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"progress": 100,
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"createdAt": 1738238400000
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}
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}
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```
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#### 3.1.4 查询回测交易记录
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```
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GET /api/backtest/tasks/{id}/trades?page={page}&size={size}
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```
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**Response**:
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```json
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{
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"success": true,
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"data": {
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"list": [
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{
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"id": 1,
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"tradeTime": 1735646400000,
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"marketTitle": "BTC > $100k",
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"side": "BUY",
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"outcome": "YES",
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"quantity": "100.00",
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"price": "0.65",
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"amount": "65.00",
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"fee": "0.13",
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"profitLoss": null,
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"balanceAfter": "934.87"
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}
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],
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"total": 45,
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"page": 1,
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"size": 20
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}
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}
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```
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#### 3.1.5 删除回测任务
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```
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DELETE /api/backtest/tasks/{id}
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```
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**Response**:
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```json
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{
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"success": true,
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"message": "回测任务删除成功"
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}
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```
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#### 3.1.6 停止运行中的回测
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```
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POST /api/backtest/tasks/{id}/stop
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```
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**Response**:
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```json
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{
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"success": true,
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"message": "回测任务已停止"
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}
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```
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## 四、后端服务设计
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### 4.1 Service层架构
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#### 4.1.1 BacktestService
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**职责**: 回测任务的CRUD操作
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**核心方法**:
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```kotlin
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interface BacktestService {
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// 创建回测任务
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fun createBacktestTask(request: BacktestCreateRequest): Result<BacktestTaskDto>
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// 查询回测任务列表
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fun getBacktestTaskList(request: BacktestListRequest): Result<BacktestListResponse>
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// 查询回测任务详情
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fun getBacktestTaskDetail(taskId: Long): Result<BacktestTaskDetailDto>
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// 删除回测任务
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fun deleteBacktestTask(taskId: Long): Result<Unit>
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// 停止回测任务
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fun stopBacktestTask(taskId: Long): Result<Unit>
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// 查询回测交易记录
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fun getBacktestTrades(taskId: Long, page: Int, size: Int): Result<BacktestTradeListResponse>
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}
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```
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**实现要点**:
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- 复用 `CopyTradingFilterService` 的参数验证逻辑
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- 使用 `@Transactional` 保证数据一致性
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- 返回值使用 `Result<T>` 统一错误处理
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#### 4.1.2 BacktestExecutionService
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**职责**: 执行回测任务
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**核心方法**:
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```kotlin
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interface BacktestExecutionService {
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// 执行回测任务
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suspend fun executeBacktest(task: BacktestTask)
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// 获取Leader历史交易
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suspend fun getLeaderHistoricalTrades(
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leaderId: Long,
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startTime: Long,
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endTime: Long
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): List<HistoricalTrade>
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// 模拟交易执行
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suspend fun simulateTrade(
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task: BacktestTask,
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trade: HistoricalTrade,
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currentBalance: BigDecimal,
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positions: MutableMap<String, Position>
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): TradeResult
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// 计算收益统计
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fun calculateStatistics(trades: List<BacktestTrade>): BacktestStatistics
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}
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```
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**执行流程**:
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```mermaid
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sequenceDiagram
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participant P as BacktestPollingService
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participant E as BacktestExecutionService
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participant D as BacktestDataService
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participant F as CopyTradingFilterService
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participant DB as Database
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P->>DB: 查询PENDING状态任务
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DB-->>P: 返回待执行任务
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P->>E: executeBacktest(task)
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E->>DB: 更新状态为RUNNING
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E->>D: getLeaderHistoricalTrades()
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D-->>E: 返回历史交易列表
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loop 遍历每笔交易
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E->>E: 检查余额是否充足
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alt 余额 >= $1
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E->>F: 应用过滤规则
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F-->>E: 返回是否通过
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alt 通过过滤
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E->>E: 计算跟单金额
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E->>E: 模拟成交,扣除手续费
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E->>DB: 保存交易记录
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E->>E: 更新余额和持仓
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end
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else 余额 < $1
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E->>E: 停止回测
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end
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end
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E->>E: calculateStatistics()
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E->>DB: 更新任务状态和统计数据
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E-->>P: 执行完成
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```
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#### 4.1.3 BacktestDataService
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|
||||
**职责**: 获取Leader历史数据
|
||||
|
||||
**数据源**:
|
||||
1. **优先使用**: `ProcessedTrade` 表 (系统已记录的交易)
|
||||
2. **补充数据**: Polymarket API (获取更早的历史数据)
|
||||
|
||||
**API调用**:
|
||||
```kotlin
|
||||
// Polymarket Trade History API
|
||||
// GET https://data-api.polymarket.com/trades?maker={address}&start_ts={startTime}&end_ts={endTime}
|
||||
```
|
||||
|
||||
**缓存策略**:
|
||||
- 使用 Redis 缓存历史交易数据,TTL = 1小时
|
||||
- Key格式: `backtest:leader:{leaderId}:trades:{startTime}:{endTime}`
|
||||
|
||||
#### 4.1.4 BacktestPollingService
|
||||
|
||||
**职责**: 轮询待执行的回测任务
|
||||
|
||||
**实现方式**:
|
||||
```kotlin
|
||||
@Service
|
||||
class BacktestPollingService(
|
||||
private val backtestTaskRepository: BacktestTaskRepository,
|
||||
private val executionService: BacktestExecutionService
|
||||
) {
|
||||
private val logger = LoggerFactory.getLogger(BacktestPollingService::class.java)
|
||||
private val executor = Executors.newFixedThreadPool(5) // 最多5个并发任务
|
||||
|
||||
@Scheduled(fixedDelay = 10000) // 每10秒轮询一次
|
||||
fun pollPendingTasks() {
|
||||
val pendingTasks = backtestTaskRepository.findByStatus("PENDING")
|
||||
|
||||
pendingTasks.forEach { task ->
|
||||
executor.submit {
|
||||
try {
|
||||
runBlocking {
|
||||
executionService.executeBacktest(task)
|
||||
}
|
||||
} catch (e: Exception) {
|
||||
logger.error("回测任务执行失败: ${task.id}", e)
|
||||
backtestTaskRepository.updateStatus(task.id!!, "FAILED", e.message)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**并发控制**:
|
||||
- 线程池大小: 5
|
||||
- 超出并发数的任务保持 `PENDING` 状态,下次轮询继续执行
|
||||
|
||||
### 4.2 核心算法
|
||||
|
||||
#### 4.2.1 回测算法伪代码
|
||||
|
||||
```kotlin
|
||||
fun executeBacktest(task: BacktestTask) {
|
||||
// 1. 初始化
|
||||
var currentBalance = task.initialBalance
|
||||
val positions = mutableMapOf<String, Position>() // marketId + outcome -> Position
|
||||
val trades = mutableListOf<BacktestTrade>()
|
||||
val marketInfoCache = mutableMapOf<String, MarketInfo>() // 缓存市场信息
|
||||
|
||||
// 2. 计算回测时间范围
|
||||
val endTime = System.currentTimeMillis()
|
||||
val startTime = endTime - (task.backtestDays * 24 * 3600 * 1000)
|
||||
|
||||
// 3. 获取Leader历史交易
|
||||
val leaderTrades = getLeaderHistoricalTrades(task.leaderId, startTime, endTime)
|
||||
|
||||
// 4. 按时间顺序回放交易
|
||||
for (leaderTrade in leaderTrades.sortedBy { it.timestamp }) {
|
||||
|
||||
// ✨ 4.1 实时检查并结算已到期的市场
|
||||
val expiredPositions = positions.filter { (positionKey, position) ->
|
||||
val marketInfo = marketInfoCache.getOrPut(position.marketId) {
|
||||
try {
|
||||
marketService.getMarketInfo(position.marketId)
|
||||
} catch (e: Exception) {
|
||||
logger.warn("无法获取市场${position.marketId}信息", e)
|
||||
null
|
||||
}
|
||||
}
|
||||
|
||||
// 检查市场是否已到结束时间
|
||||
marketInfo?.endDate != null && marketInfo.endDate <= leaderTrade.timestamp
|
||||
}
|
||||
|
||||
// 结算已到期的市场
|
||||
for ((positionKey, position) in expiredPositions) {
|
||||
val marketInfo = marketInfoCache[position.marketId]!!
|
||||
|
||||
val settlementPrice = when {
|
||||
marketInfo.winner == position.outcome -> BigDecimal.ONE // 胜出方
|
||||
marketInfo.winner != null -> BigDecimal.ZERO // 失败方
|
||||
else -> position.avgPrice // 未结算,按成本价保守估计
|
||||
}
|
||||
|
||||
val settlementValue = position.quantity * settlementPrice
|
||||
val profitLoss = settlementValue - (position.quantity * position.avgPrice)
|
||||
|
||||
currentBalance += settlementValue
|
||||
|
||||
// 记录结算交易
|
||||
trades.add(BacktestTrade(
|
||||
backtestTaskId = task.id!!,
|
||||
tradeTime = marketInfo.endDate,
|
||||
marketId = position.marketId,
|
||||
side = "SETTLEMENT",
|
||||
outcome = position.outcome,
|
||||
quantity = position.quantity,
|
||||
price = settlementPrice,
|
||||
amount = settlementValue,
|
||||
fee = BigDecimal.ZERO,
|
||||
profitLoss = profitLoss,
|
||||
balanceAfter = currentBalance
|
||||
))
|
||||
|
||||
// 移除已结算的持仓
|
||||
positions.remove(positionKey)
|
||||
|
||||
logger.info("市场到期结算: ${position.marketId}, 时间: ${marketInfo.endDate}, 结算价: $settlementPrice, 盈亏: $profitLoss")
|
||||
}
|
||||
|
||||
// 4.2 检查余额和持仓状态
|
||||
// ✨ 修正: 只有当"余额不足 且 无持仓"时才停止回测
|
||||
// 如果有持仓,继续处理(可能有卖出或市场结算释放资金)
|
||||
if (currentBalance < BigDecimal.ONE && positions.isEmpty()) {
|
||||
logger.info("余额不足且无持仓,停止回测: $currentBalance")
|
||||
break
|
||||
}
|
||||
|
||||
// 如果余额不足但有持仓,记录日志但继续处理
|
||||
if (currentBalance < BigDecimal.ONE && positions.isNotEmpty()) {
|
||||
logger.info("余额不足 $currentBalance,但还有 ${positions.size} 个持仓,继续处理后续交易(等待卖出或结算)")
|
||||
}
|
||||
|
||||
// 4.3 应用过滤规则
|
||||
if (!passFilters(task, leaderTrade)) {
|
||||
continue
|
||||
}
|
||||
|
||||
// 4.4 计算跟单金额
|
||||
val followAmount = calculateFollowAmount(task, leaderTrade)
|
||||
|
||||
if (leaderTrade.side == "BUY") {
|
||||
// 买入逻辑
|
||||
val quantity = followAmount / leaderTrade.price
|
||||
val totalCost = followAmount // 不计算手续费
|
||||
|
||||
// ✨ 严格模式: 仅检查当前可用余额,不考虑持仓市值
|
||||
// 理由: 持仓未卖出前资金不可用,这更符合真实场景
|
||||
// 注意: 市场到期结算会在步骤4.1中提前释放资金
|
||||
if (totalCost > currentBalance) {
|
||||
logger.info("余额不足以执行买入订单: 需要 ${totalCost.toPlainString()}, 可用 ${currentBalance.toPlainString()}")
|
||||
|
||||
// 记录持仓价值用于分析(但不计入可用余额)
|
||||
if (logger.isDebugEnabled) {
|
||||
val positionValue = positions.values.sumOf { it.quantity * it.avgPrice }
|
||||
logger.debug("当前持仓市值: ${positionValue.toPlainString()}, 但资金被占用")
|
||||
}
|
||||
|
||||
continue
|
||||
}
|
||||
|
||||
// 更新余额和持仓
|
||||
currentBalance -= totalCost
|
||||
val positionKey = "${leaderTrade.marketId}:${leaderTrade.outcome}"
|
||||
positions[positionKey] = Position(
|
||||
marketId = leaderTrade.marketId,
|
||||
outcome = leaderTrade.outcome,
|
||||
quantity = quantity,
|
||||
avgPrice = leaderTrade.price,
|
||||
leaderBuyQuantity = leaderTrade.quantity
|
||||
)
|
||||
|
||||
// 记录交易
|
||||
trades.add(BacktestTrade(
|
||||
backtestTaskId = task.id!!,
|
||||
tradeTime = leaderTrade.timestamp,
|
||||
marketId = leaderTrade.marketId,
|
||||
side = "BUY",
|
||||
outcome = leaderTrade.outcome,
|
||||
quantity = quantity,
|
||||
price = leaderTrade.price,
|
||||
amount = followAmount,
|
||||
fee = BigDecimal.ZERO, // 不计算手续费
|
||||
balanceAfter = currentBalance
|
||||
))
|
||||
|
||||
} else { // SELL
|
||||
if (!task.supportSell) continue
|
||||
|
||||
val positionKey = "${leaderTrade.marketId}:${leaderTrade.outcome}"
|
||||
val position = positions[positionKey] ?: continue
|
||||
|
||||
// 计算卖出数量 (按比例)
|
||||
val sellQuantity = if (task.copyMode == "RATIO") {
|
||||
// 比例模式: 按Leader卖出比例
|
||||
position.quantity * (leaderTrade.quantity / position.leaderBuyQuantity)
|
||||
} else {
|
||||
// 固定金额模式: 全部卖出
|
||||
position.quantity
|
||||
}
|
||||
|
||||
val sellAmount = sellQuantity * leaderTrade.price
|
||||
val netAmount = sellAmount // 不扣除手续费
|
||||
|
||||
// 计算盈亏
|
||||
val cost = sellQuantity * position.avgPrice
|
||||
val profitLoss = netAmount - cost
|
||||
|
||||
// 更新余额和持仓
|
||||
currentBalance += netAmount
|
||||
position.quantity -= sellQuantity
|
||||
if (position.quantity <= BigDecimal.ZERO) {
|
||||
positions.remove(positionKey)
|
||||
}
|
||||
|
||||
// 记录交易
|
||||
trades.add(BacktestTrade(
|
||||
backtestTaskId = task.id!!,
|
||||
tradeTime = leaderTrade.timestamp,
|
||||
marketId = leaderTrade.marketId,
|
||||
side = "SELL",
|
||||
outcome = leaderTrade.outcome,
|
||||
quantity = sellQuantity,
|
||||
price = leaderTrade.price,
|
||||
amount = sellAmount,
|
||||
fee = BigDecimal.ZERO, // 不计算手续费
|
||||
profitLoss = profitLoss,
|
||||
balanceAfter = currentBalance
|
||||
))
|
||||
}
|
||||
}
|
||||
|
||||
// 5. 处理回测结束时仍未到期的持仓 (兜底处理)
|
||||
for ((positionKey, position) in positions) {
|
||||
try {
|
||||
val marketInfo = marketInfoCache.getOrPut(position.marketId) {
|
||||
marketService.getMarketInfo(position.marketId)
|
||||
}
|
||||
|
||||
// 如果市场已结算但endDate晚于回测结束时间,或市场信息获取失败
|
||||
val settlementPrice = when {
|
||||
marketInfo?.winner == position.outcome -> BigDecimal.ONE
|
||||
marketInfo?.winner != null -> BigDecimal.ZERO
|
||||
else -> position.avgPrice // 未结算或无法获取,按成本价
|
||||
}
|
||||
|
||||
val settlementValue = position.quantity * settlementPrice
|
||||
val profitLoss = settlementValue - (position.quantity * position.avgPrice)
|
||||
|
||||
currentBalance += settlementValue
|
||||
|
||||
trades.add(BacktestTrade(
|
||||
backtestTaskId = task.id!!,
|
||||
tradeTime = marketInfo?.endDate ?: endTime,
|
||||
marketId = position.marketId,
|
||||
side = "SETTLEMENT",
|
||||
outcome = position.outcome,
|
||||
quantity = position.quantity,
|
||||
price = settlementPrice,
|
||||
amount = settlementValue,
|
||||
fee = BigDecimal.ZERO,
|
||||
profitLoss = profitLoss,
|
||||
balanceAfter = currentBalance
|
||||
))
|
||||
|
||||
logger.info("回测结束时结算剩余持仓: ${position.marketId}, 结算价: $settlementPrice")
|
||||
} catch (e: Exception) {
|
||||
logger.warn("无法获取市场${position.marketId}结算信息,按成本价计算", e)
|
||||
currentBalance += position.quantity * position.avgPrice
|
||||
}
|
||||
}
|
||||
|
||||
// 6. 计算最终统计数据
|
||||
val statistics = calculateStatistics(trades)
|
||||
|
||||
// 7. 更新任务状态
|
||||
task.finalBalance = currentBalance
|
||||
task.profitAmount = currentBalance - task.initialBalance
|
||||
task.profitRate = (task.profitAmount!! / task.initialBalance) * BigDecimal(100)
|
||||
task.status = "COMPLETED"
|
||||
task.totalTrades = trades.size
|
||||
// ... 更新其他统计字段
|
||||
|
||||
// 8. 保存数据
|
||||
backtestTaskRepository.save(task)
|
||||
backtestTradeRepository.saveAll(trades)
|
||||
}
|
||||
|
||||
```
|
||||
|
||||
#### 4.2.2 过滤规则复用
|
||||
|
||||
直接调用 `CopyTradingFilterService` 的方法:
|
||||
- `checkPriceFilter()`
|
||||
- `checkDepthFilter()`
|
||||
- `checkSpreadFilter()`
|
||||
- `checkPositionLimits()`
|
||||
- `checkKeywordFilter()`
|
||||
- `checkMarketEndDate()`
|
||||
|
||||
**适配要点**:
|
||||
- 回测模式下,持仓数据来自内存 `positions` Map,而非实时API
|
||||
- 订单簿数据可能不可用 (历史数据),需要容错处理
|
||||
|
||||
## 五、前端实现方案
|
||||
|
||||
### 5.1 页面组件结构
|
||||
|
||||
```
|
||||
src/pages/
|
||||
├── BacktestList.tsx # 回测列表页
|
||||
├── BacktestCreate.tsx # 创建回测页
|
||||
└── BacktestDetail.tsx # 回测详情页
|
||||
|
||||
src/components/Backtest/
|
||||
├── BacktestTable.tsx # 回测列表表格
|
||||
├── BacktestForm.tsx # 回测创建表单
|
||||
├── BacktestChart.tsx # 资金变化图表
|
||||
├── BacktestTradeTable.tsx # 交易记录表格
|
||||
└── BacktestStatistics.tsx # 统计数据卡片
|
||||
```
|
||||
|
||||
### 5.2 状态管理
|
||||
|
||||
使用 React Context 或 Redux:
|
||||
```typescript
|
||||
interface BacktestState {
|
||||
tasks: BacktestTask[]
|
||||
currentTask: BacktestTaskDetail | null
|
||||
trades: BacktestTrade[]
|
||||
loading: boolean
|
||||
error: string | null
|
||||
}
|
||||
```
|
||||
|
||||
### 5.3 API Service
|
||||
|
||||
```typescript
|
||||
// src/services/backtestService.ts
|
||||
export const backtestService = {
|
||||
createTask: (data: BacktestCreateRequest) =>
|
||||
api.post('/api/backtest/tasks', data),
|
||||
|
||||
getTaskList: (params: BacktestListParams) =>
|
||||
api.get('/api/backtest/tasks', { params }),
|
||||
|
||||
getTaskDetail: (id: number) =>
|
||||
api.get(`/api/backtest/tasks/${id}`),
|
||||
|
||||
getTrades: (id: number, page: number, size: number) =>
|
||||
api.get(`/api/backtest/tasks/${id}/trades`, { params: { page, size } }),
|
||||
|
||||
deleteTask: (id: number) =>
|
||||
api.delete(`/api/backtest/tasks/${id}`),
|
||||
|
||||
stopTask: (id: number) =>
|
||||
api.post(`/api/backtest/tasks/${id}/stop`)
|
||||
}
|
||||
```
|
||||
|
||||
### 5.4 复用现有组件
|
||||
|
||||
**跟单配置表单**:
|
||||
- 直接复用 `CopyTradingForm.tsx` 或相关组件
|
||||
- 提取配置参数部分为独立组件 `CopyTradingConfigFields.tsx`
|
||||
- 回测创建页面引入该组件
|
||||
|
||||
**好处**:
|
||||
- 减少重复代码
|
||||
- 保证参数一致性
|
||||
- 降低维护成本
|
||||
|
||||
### 5.5 图表实现
|
||||
|
||||
使用 **ECharts** (项目可能已使用) 或 **Recharts**:
|
||||
|
||||
```tsx
|
||||
import ReactECharts from 'echarts-for-react';
|
||||
|
||||
const BacktestChart: React.FC<{ trades: BacktestTrade[] }> = ({ trades }) => {
|
||||
const option = {
|
||||
title: { text: '资金变化曲线' },
|
||||
xAxis: { type: 'time' },
|
||||
yAxis: { type: 'value', name: '余额 (USDC)' },
|
||||
series: [{
|
||||
type: 'line',
|
||||
data: trades.map(t => [t.tradeTime, t.balanceAfter]),
|
||||
smooth: true,
|
||||
itemStyle: { color: '#00b96b' }
|
||||
}],
|
||||
tooltip: { trigger: 'axis' }
|
||||
};
|
||||
|
||||
return <ReactECharts option={option} />;
|
||||
};
|
||||
```
|
||||
|
||||
## 六、技术实现要点
|
||||
|
||||
### 6.1 代码复用策略
|
||||
|
||||
| 模块 | 复用内容 | 新增内容 |
|
||||
|-----|---------|---------|
|
||||
| 后端Entity | `CopyTrading` 参数字段 | `BacktestTask`, `BacktestTrade` |
|
||||
| 后端Service | `CopyTradingFilterService` 全部方法 | `BacktestService`, `BacktestExecutionService` |
|
||||
| 后端Repository | JPA通用方法 | 自定义查询方法 |
|
||||
| 前端组件 | 跟单配置表单组件 | 回测列表、详情、图表组件 |
|
||||
| 前端Service | API请求封装 | 回测相关API |
|
||||
|
||||
### 6.2 性能优化
|
||||
|
||||
#### 6.2.1 数据库优化
|
||||
- 合理使用索引 (见2.3节)
|
||||
- 分页查询,避免一次加载大量数据
|
||||
- `BacktestTrade` 使用级联删除 (`ON DELETE CASCADE`)
|
||||
|
||||
#### 6.2.2 API优化
|
||||
- Leader历史交易数据缓存 (Redis, TTL=1h)
|
||||
- 回测详情页使用懒加载: 先加载任务信息,再加载交易记录
|
||||
|
||||
#### 6.2.3 前端优化
|
||||
- 虚拟滚动: 交易记录表格使用 `react-window` 或 `react-virtualized`
|
||||
- 图表按需渲染: 首次加载最近100条数据,支持分页加载更多
|
||||
- 防抖: 搜索和筛选操作使用 `debounce`
|
||||
|
||||
### 6.3 错误处理
|
||||
|
||||
#### 6.3.1 后端异常处理
|
||||
```kotlin
|
||||
try {
|
||||
executeBacktest(task)
|
||||
} catch (e: Exception) {
|
||||
logger.error("回测执行失败", e)
|
||||
task.status = "FAILED"
|
||||
task.errorMessage = e.message
|
||||
backtestTaskRepository.save(task)
|
||||
}
|
||||
```
|
||||
|
||||
#### 6.3.2 前端错误处理
|
||||
- API调用失败: Toast提示错误信息
|
||||
- 数据加载失败: 显示错误状态,提供重试按钮
|
||||
- 表单验证: 实时验证,显示错误提示
|
||||
|
||||
### 6.4 数据精度处理
|
||||
|
||||
**使用 BigDecimal**:
|
||||
- 后端: 所有金额计算使用 `BigDecimal`
|
||||
- 数据库: `DECIMAL(20, 8)` 精度
|
||||
- 前端: 显示时格式化为2位小数,计算时保持原始精度
|
||||
|
||||
## 七、开发流程建议
|
||||
|
||||
### Phase 1: 数据库和API (2天)
|
||||
1. 创建数据表 `backtest_task`, `backtest_trade`
|
||||
2. 创建 Entity, Repository
|
||||
3. 实现 `BacktestService` (CRUD操作)
|
||||
4. 实现 `BacktestController` (API接口)
|
||||
5. 使用 Postman 测试API
|
||||
|
||||
### Phase 2: 回测执行引擎 (3天)
|
||||
1. 实现 `BacktestDataService` (获取历史数据)
|
||||
2. 实现 `BacktestExecutionService` (核心算法)
|
||||
3. 实现 `BacktestPollingService` (定时轮询)
|
||||
4. 单元测试: 回测算法准确性测试
|
||||
|
||||
### Phase 3: 前端页面 (3天)
|
||||
1. 创建回测列表页 (`BacktestList.tsx`)
|
||||
2. 创建回测创建页 (`BacktestCreate.tsx`)
|
||||
3. 创建回测详情页 (`BacktestDetail.tsx`)
|
||||
4. 集成API,调试交互
|
||||
|
||||
### Phase 4: 测试和优化 (2天)
|
||||
1. 端到端测试
|
||||
2. 性能测试和优化
|
||||
3. Bug修复
|
||||
4. 文档完善
|
||||
|
||||
## 八、文档目录建议
|
||||
|
||||
根据用户要求,可以将文档拆分为:
|
||||
|
||||
1. **BACKTEST_PRD.md** - 产品需求文档 (已完成)
|
||||
2. **BACKTEST_TECHNICAL_DESIGN.md** - 技术设计文档 (本文档)
|
||||
3. **BACKTEST_API_SPEC.md** - API接口规范 (可选,从本文档第三节提取)
|
||||
4. **BACKTEST_DATABASE_SCHEMA.md** - 数据库设计 (可选,从本文档第二节提取)
|
||||
|
||||
## 九、风险和注意事项
|
||||
|
||||
### 9.1 数据准确性
|
||||
- **风险**: 历史数据可能不完整或不准确
|
||||
- **缓解**: 从多个数据源验证,添加数据完整性检查
|
||||
|
||||
### 9.2 性能瓶颈
|
||||
- **风险**: 30天历史数据可能有数千笔交易,执行时间过长
|
||||
- **缓解**: 异步执行,显示进度条,优化算法
|
||||
|
||||
### 9.3 兼容性
|
||||
- **风险**: 跟单配置参数未来可能变更
|
||||
- **缓解**: 使用版本化配置,`backtest_task` 表独立存储配置快照
|
||||
|
||||
### 9.4 并发控制
|
||||
- **风险**: 大量回测任务同时执行导致资源耗尽
|
||||
- **缓解**: 线程池限制并发数,任务队列管理
|
||||
|
||||
---
|
||||
|
||||
**文档版本**: v1.0
|
||||
**最后更新**: 2026-01-30
|
||||
Reference in New Issue
Block a user