问题优化
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README.md
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README.md
@ -27,6 +27,11 @@
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- 交互式命令行界面，便于直接使用
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- 支持自定义评分参数
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5. **Web界面模块**
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- 基于Flask的Web界面，提供图形化操作体验
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- 可视化显示阵容推荐结果
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- 支持在线调整权重参数与配置
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## 环境与依赖
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- **Python版本:** Python 3.8+
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@ -34,7 +39,12 @@
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- requests: 用于获取在线数据
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- pandas: 用于数据处理
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- pyyaml: 用于配置文件解析
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- numpy: 用于数值计算
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- flask: 用于Web界面
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- flask-cors: 处理跨域请求
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- waitress: 生产环境Web服务器
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- pytest: 用于单元测试
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- tqdm: 用于进度显示
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## 项目安装
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@ -61,7 +71,7 @@ python main.py --help
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输出结果会显示所有可用的子命令和选项。
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### Web界面（新增）
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### Web界面
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运行以下命令启动Web界面：
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@ -74,6 +84,7 @@ python main.py web
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- `--host`: 指定服务器主机地址，默认为"0.0.0.0"（允许所有网络接口访问）
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- `--port`: 指定服务器端口，默认为5000
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- `--dev`: 启用开发模式（开启调试功能，自动重载代码）
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- `--config`: 指定自定义配置文件路径
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例如：
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```bash
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@ -135,6 +146,32 @@ python main.py scoring
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python main.py scoring --config path/to/custom_config.yaml
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```
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### 配置管理
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运行以下命令管理权重配置：
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```bash
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python main.py config --show
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```
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配置管理提供以下功能：
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- 显示当前所有权重配置
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- 设置特定羁绊的权重
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- 设置特定棋子的权重
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- 设置基础权重参数
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例如：
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```bash
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# 设置羁绊权重
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python main.py config --set-synergy "超频战士" 1.5
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# 设置棋子权重
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python main.py config --set-chess "厄加特" 1.8
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# 设置基础权重参数
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python main.py config --set-base "synergy_level_weight" 1.2
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```
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### 命令行界面
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运行以下命令启动交互式命令行界面：
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@ -160,6 +197,7 @@ python main.py cli --population 8 --results 5 --level-weight 1.2 --count-weight
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- `--level-weight`：羁绊等级权重，默认为1.0
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- `--count-weight`：羁绊数量权重，默认为0.5
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- `--cost-weight`：棋子费用权重，默认为0.1
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- `--config`：指定自定义配置文件路径
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## 项目结构
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@ -186,7 +224,10 @@ TFT-Strategist/
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│ │ ├── __init__.py
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│ │ ├── api.py # 编程接口
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│ │ └── cli.py # 命令行界面
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│ ├── web/ # Web界面模块 (新增)
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│ ├── config/ # 配置管理模块
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│ │ ├── __init__.py
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│ │ └── weights_config.py # 权重配置管理
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│ ├── web/ # Web界面模块
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│ │ ├── __init__.py
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│ │ ├── app.py # Flask应用
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│ │ ├── static/ # 静态资源
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@ -207,6 +248,10 @@ TFT-Strategist/
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│ └── test_interface.py # 接口模块测试
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├── main.py # 主程序入口
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├── requirements.txt # 项目依赖
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├── test_direct.py # 直接测试脚本
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├── test_recommendation.py # 阵容推荐测试脚本
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├── generate_weights_config.py # 权重配置生成工具
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├── get_data.py # 数据获取工具
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└── README.md # 项目文档
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```
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@ -478,20 +523,68 @@ python main.py cli [参数]
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2. 添加必选棋子
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3. 获取详细的阵容推荐结果
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## Web界面模块详解
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Web界面模块提供了图形化的用户交互方式，基于Flask框架实现。
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### 主要功能
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1. **阵容推荐设置**
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- 可视化选择阵容人口
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- 添加/删除必选羁绊和棋子
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- 自定义权重调整
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2. **阵容展示**
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- 直观显示推荐阵容棋子和羁绊
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- 支持多种排序和筛选方式
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- 详细的阵容分析数据
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3. **配置管理**
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- 在线编辑权重配置
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- 保存和加载配置文件
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- 配置模板管理
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### 启动方式
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```bash
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python main.py web [--host HOST] [--port PORT] [--dev] [--config CONFIG_PATH]
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```
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## 工具脚本
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### generate_weights_config.py
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用于生成初始权重配置文件，可根据游戏最新数据自动更新配置。
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```bash
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python generate_weights_config.py [--output OUTPUT_PATH]
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```
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### get_data.py
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用于从官方接口获取最新游戏数据，支持手动更新。
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```bash
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python get_data.py [--force]
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```
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## 开发计划
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- [x] 数据提供模块
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- [x] 阵容推荐模块
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- [x] 阵容评分模块
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- [x] 接口模块
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- [x] Web界面模块
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- [x] 配置管理功能
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## 未来展望
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- [ ] 图形用户界面(GUI)开发
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- [ ] 优化算法效率，支持更复杂的推荐策略
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- [ ] 基于历史数据的胜率分析
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- [ ] 支持装备推荐
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- [ ] 多语言支持
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- [ ] 基于机器学习的个性化推荐
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- [ ] 移动端应用开发
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## 贡献指南
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BIN
analysis_summary.txt
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BIN
analysis_summary.txt
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@ -56,11 +56,26 @@ def create_app(config_path: Optional[str] = None):
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all_synergies = all_jobs + all_races
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all_chess = data_api.get_all_chess()
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# 打印羁绊和棋子数据结构，用于调试
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logger.info(f"羁绊数量: {len(all_synergies)}")
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if all_synergies:
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sample_synergy = all_synergies[0]
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logger.info(f"羁绊示例: {sample_synergy}")
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logger.info(f"棋子数量: {len(all_chess)}")
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if all_chess:
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sample_chess = all_chess[0]
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logger.info(f"棋子示例: {sample_chess}")
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# 获取全局配置中的权重信息
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base_weights = weights_config.get_base_weights()
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synergy_weights = weights_config.get_synergy_weights()
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chess_weights = weights_config.get_chess_weights()
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# 打印权重配置，用于调试
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logger.info(f"羁绊权重示例: {list(synergy_weights.items())[:3]}")
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logger.info(f"棋子权重示例: {list(chess_weights.items())[:3]}")
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return render_template('index.html',
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synergies=all_synergies,
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chess=all_chess,
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@ -144,9 +159,10 @@ def create_app(config_path: Optional[str] = None):
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for synergy_id, level in active_synergies.items():
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synergy_info = data_api.get_synergy_by_id(synergy_id)
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if synergy_info:
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name = synergy_info.get('name', '')
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active_synergies_list.append({
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'id': synergy_id,
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'name': synergy_info.get('name', ''),
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'name': name,
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'level': level,
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'description': synergy_info.get('description', ''),
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'image': f"synergy_{synergy_id}.png" # 假设有对应图片
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@ -556,30 +556,123 @@ function updateActiveStatus(results) {
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// 收集所有被激活的羁绊和棋子
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const activeSynergies = new Set();
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const activeSynergyNames = new Set(); // 添加名称集合
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const activeChess = new Set();
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const activeChessNames = new Set(); // 添加名称集合
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console.log('更新激活状态：', results);
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results.forEach(result => {
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// 添加激活的羁绊
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result.active_synergies.forEach(synergy => {
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activeSynergies.add(synergy.id);
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console.log('激活羁绊：', synergy);
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if (synergy.id) activeSynergies.add(synergy.id);
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if (synergy.name) activeSynergyNames.add(synergy.name); // 添加名称
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});
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// 添加激活的棋子
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result.chess_list.forEach(chess => {
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activeChess.add(chess.id);
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console.log('激活棋子：', chess);
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if (chess.id) activeChess.add(chess.id);
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if (chess.name) activeChessNames.add(chess.name); // 添加名称
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});
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});
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// 设置羁绊激活状态
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console.log('所有激活的羁绊ID：', Array.from(activeSynergies));
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console.log('所有激活的羁绊名称：', Array.from(activeSynergyNames));
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console.log('所有激活的棋子ID：', Array.from(activeChess));
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console.log('所有激活的棋子名称：', Array.from(activeChessNames));
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// 记录是否有成功匹配
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let synergyMatched = false;
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let chessMatched = false;
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// 使用多种方式尝试匹配
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// 1. 通过ID直接匹配
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activeSynergies.forEach(synergyId => {
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$(`.synergy-weight-item[data-synergy-id="${synergyId}"]`).addClass('active');
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const selector = `.synergy-weight-item[data-synergy-id="${synergyId}"]`;
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const $elements = $(selector);
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console.log('查找羁绊元素(通过ID)：', selector, $elements.length);
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if ($elements.length > 0) {
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$elements.addClass('active');
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synergyMatched = true;
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}
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});
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// 设置棋子激活状态
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activeChess.forEach(chessId => {
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$(`.chess-weight-item[data-chess-id="${chessId}"]`).addClass('active');
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const selector = `.chess-weight-item[data-chess-id="${chessId}"]`;
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const $elements = $(selector);
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console.log('查找棋子元素(通过ID)：', selector, $elements.length);
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if ($elements.length > 0) {
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$elements.addClass('active');
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chessMatched = true;
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}
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});
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// 2. 通过名称匹配
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if (!synergyMatched) {
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console.log('ID匹配失败，尝试使用名称匹配羁绊');
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$('.synergy-weight-item').each(function() {
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const $item = $(this);
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const synergyName = $item.find('label').text().trim();
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const dataName = $item.data('synergy-name');
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if (activeSynergyNames.has(synergyName) ||
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(dataName && activeSynergyNames.has(dataName))) {
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$item.addClass('active');
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console.log('通过名称匹配到羁绊：', synergyName);
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synergyMatched = true;
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}
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});
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}
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if (!chessMatched) {
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console.log('ID匹配失败，尝试使用名称匹配棋子');
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$('.chess-weight-item').each(function() {
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const $item = $(this);
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const chessName = $item.find('label').text().trim();
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const dataName = $item.data('chess-name');
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if (activeChessNames.has(chessName) ||
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(dataName && activeChessNames.has(dataName))) {
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$item.addClass('active');
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console.log('通过名称匹配到棋子：', chessName);
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chessMatched = true;
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}
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});
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}
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// 3. 最后的尝试：直接遍历匹配名称（不区分大小写）
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if (!synergyMatched) {
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console.log('所有正常匹配方式失败，尝试不区分大小写的名称匹配');
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const lowerSynergyNames = Array.from(activeSynergyNames).map(name => name.toLowerCase());
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$('.synergy-weight-item').each(function() {
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const $item = $(this);
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const synergyName = $item.find('label').text().trim().toLowerCase();
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if (lowerSynergyNames.includes(synergyName)) {
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$item.addClass('active');
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console.log('通过不区分大小写名称匹配到羁绊：', synergyName);
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}
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});
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}
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if (!chessMatched) {
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const lowerChessNames = Array.from(activeChessNames).map(name => name.toLowerCase());
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$('.chess-weight-item').each(function() {
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const $item = $(this);
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const chessName = $item.find('label').text().trim().toLowerCase();
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if (lowerChessNames.includes(chessName)) {
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$item.addClass('active');
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console.log('通过不区分大小写名称匹配到棋子：', chessName);
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}
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});
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}
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// 如果勾选了"仅显示已激活"，则更新显示状态
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if ($('#show-only-active').is(':checked')) {
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$('.synergy-weight-item').hide();
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@ -590,4 +683,12 @@ function updateActiveStatus(results) {
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$('.chess-weight-item').hide();
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$('.chess-weight-item.active').show();
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}
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// 添加高亮样式，以便更好地区分激活项
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$('.synergy-weight-item.active').css('background-color', '#e0e7ff');
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$('.chess-weight-item.active').css('background-color', '#e0e7ff');
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// 输出激活项目数量统计
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console.log('成功激活的羁绊数量：', $('.synergy-weight-item.active').length);
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console.log('成功激活的棋子数量：', $('.chess-weight-item.active').length);
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}
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.drawer-backdrop.open {
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display: block;
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}
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/* 添加激活状态样式 */
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.synergy-weight-item.active,
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.chess-weight-item.active {
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background-color: #e0e7ff;
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border-left: 3px solid #4f46e5;
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padding-left: 5px;
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border-radius: 4px;
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}
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</style>
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</head>
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<body class="bg-gray-100 min-h-screen">
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@ -109,7 +118,7 @@
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<div id="synergy-weights-container" class="space-y-4 mb-6">
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{% for synergy_id, weight in synergy_weights.items() %}
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<div class="synergy-weight-item" data-synergy-id="{{ synergy_id }}">
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<div class="synergy-weight-item" data-synergy-id="{{ synergy_id }}" data-synergy-name="{{ synergy_id }}">
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<div class="flex items-center justify-between mb-1">
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<label class="text-gray-700">{{ synergy_id }}</label>
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<span class="synergy-weight-value text-xs text-gray-700">{{ weight }}</span>
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@ -129,7 +138,7 @@
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<div id="chess-weights-container" class="space-y-4">
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{% for chess_id, weight in chess_weights.items() %}
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<div class="chess-weight-item" data-chess-id="{{ chess_id }}">
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<div class="chess-weight-item" data-chess-id="{{ chess_id }}" data-chess-name="{{ chess_id }}">
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<div class="flex items-center justify-between mb-1">
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<label class="text-gray-700">{{ chess_id }}</label>
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<span class="chess-weight-value text-xs text-gray-700">{{ weight }}</span>
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