Merge pull request '需求创意文档' (#23) from cxf into main

README.md

@@ -1,2 +1,219 @@
-# openrank
+# OpenRank 算法改进项目
 
+这是一个基于 open-digger 和 openrank-neo4j-gds 项目的 OpenRank 算法实现，用于开发者贡献度量和开源社区分析。
+
+## 项目架构
+
+本项目采用模块化架构设计，主要包括以下几个核心部分：
+
+1. **算法核心** (`src/src/algorithm/`)：实现了 OpenRank 算法的核心逻辑，包括图构建、迭代计算和结果生成
+2. **数据层** (`src/src/data/`)：提供数据加载和管理功能，支持模拟数据和真实数据
+3. **配置系统** (`src/src/config/`)：管理算法参数和环境配置
+4. **API 接口** (`src/src/api/`)：提供统一的访问接口和查询功能
+5. **工具函数** (`src/src/utils/`)：通用工具和辅助函数
+
+## 安装
+
+```bash
+# 克隆项目
+git clone <repository-url>
+cd openrank
+
+# 安装依赖
+npm install
+
+# 构建项目
+npm run build
+```
+
+## 快速开始
+
+### 基础使用
+
+```typescript
+import { OpenRank } from './src';
+
+// 创建 OpenRank 实例
+const openrank = new OpenRank('./data');
+
+// 运行 OpenRank 计算
+const startDate = new Date('2024-01-01');
+const endDate = new Date('2024-12-31');
+const results = await openrank.calculate(startDate, endDate);
+
+// 获取 Top 10 仓库 OpenRank
+const topRepos = await openrank.getRepoOpenrank({
+  startYear: 2024,
+  startMonth: 1,
+  endYear: 2024,
+  endMonth: 12,
+  limit: 10,
+  order: 'DESC'
+});
+
+console.log('Top 10 仓库:', topRepos);
+```
+
+### 高级查询
+
+```typescript
+import { MetricsCalculator, MockDataSource } from './src';
+
+const dataSource = new MockDataSource('./data');
+const calculator = new MetricsCalculator(dataSource);
+
+// 获取分布统计
+const distribution = await calculator.getOpenrankDistribution({
+  startYear: 2024,
+  startMonth: 1,
+  endYear: 2024,
+  endMonth: 12,
+});
+
+// 比较不同时期
+const comparison = await calculator.compareOpenrank(
+  { startYear: 2024, startMonth: 1, endYear: 2024, endMonth: 6 },
+  { startYear: 2024, startMonth: 7, endYear: 2024, endMonth: 12 },
+  'repo'
+);
+```
+
+## 配置
+
+### 配置文件
+
+在 `config/openrank.yml` 中配置算法参数：
+
+```yaml
+global:
+  developerRetentionFactor: 0.5      # 开发者继承比例
+  repositoryRetentionFactor: 0.3     # 仓库继承比例
+  attenuationFactor: 0.85            # OpenRank 衰减系数
+  tolerance: 0.01                    # 收敛容差
+  maxIterations: 100                 # 最大迭代次数
+
+activityWeights:
+  issueComment: 0.5252               # Issue 评论权重
+  openIssue: 2.2235                  # 创建 Issue 权重
+  openPull: 4.0679                   # 创建 PR 权重
+  reviewComment: 0.7427              # 代码评审权重
+  mergedPull: 2.0339                 # 合入 PR 权重
+
+projectActivityWeights:
+  # 活动类型权重（项目级 OpenRank 用）
+  open: 2.0
+  comment: 0.5
+  review: 1.0
+  close: 0.3
+  commit: 1.5
+
+  # 反刷与密度抑制（推荐开启）：
+  antiGaming:
+    enabled: true
+    commentTransform: sqrt           # 对高频评论做亚线性变换，降低刷量影响
+    commitTransform: sqrt
+    linearThresholds:                # 前 N 条线性累加，超过部分按变换（sqrt/log）
+      comment: 3
+      reviewComment: 3
+      commit: 1
+    perItemCap:                      # 每个 Issue/PR 的单项计数上限，防极端
+      comment: 50
+      reviewComment: 40
+      commit: 20
+```
+
+### 环境变量
+
+```bash
+# 设置全局收敛容差
+export OPENRANK_GLOBAL_TOLERANCE=0.01
+
+# 设置最大迭代次数
+export OPENRANK_GLOBAL_MAX_ITERATIONS=100
+```
+
+## 算法原理
+
+### 全域 OpenRank
+
+全域 OpenRank 基于全局协作网络计算，考虑以下因素：
+
+1. **网络构建**：以开发者和仓库为节点，活动关系为边
+2. **权重计算**：使用活动度指标作为边权重
+3. **历史继承**：节点部分继承上个月的 OpenRank 值
+4. **迭代收敛**：使用改进的 PageRank 算法计算
+
+### 项目级 OpenRank
+
+项目级 OpenRank 在项目内部计算，包含更多节点类型：
+
+1. **节点类型**：开发者、仓库、Issue、Pull Request
+2. **复杂网络**：多种关系类型和权重配置
+3. **精细参数**：不同节点类型的不同继承因子
+
+## 运行示例
+
+```bash
+# 运行基础示例
+npm run dev
+
+# 运行测试
+npm test
+
+# 检查代码质量
+npm run lint
+```
+
+## A/B 评估：仓库事件影响
+
+为评估是否引入仓库层事件（Star/Fork/Release 等）对项目级 OpenRank 的影响，本项目提供了 A/B 对比脚本：
+
+- 脚本：`scripts/ab_evaluate_repo_events.ts`
+- 运行方式：`npm run ab:repo-events`
+- 环境变量（可选）：
+  - `GITHUB_TOKEN`：GitHub 访问令牌，避免触发未认证的频率限制
+  - `OR_AB_OWNER`/`OR_AB_REPO`：目标仓库，默认 `FISCO-BCOS/FISCO-BCOS`
+
+## 项目结构
+
+```
+openrank/
+├── doc/                # 项目文档和规格说明书
+├── front/              # 前端子系统
+├── model/              # 设计模型和图表
+├── src/                # 源代码目录
+│   ├── config/         # 配置文件
+│   ├── data/           # 数据存储
+│   ├── scripts/        # 辅助脚本
+│   ├── src/            # 核心源代码
+│   ├── test/           # 测试文件
+│   └── test_data/      # 测试数据
+└── 文献/               # 参考论文和资料
+```
+
+## 开发指南
+
+### 添加新的数据源
+
+1. 实现 `DataSource` 接口
+2. 在 `src/src/data/` 目录下创建新的数据源类
+3. 更新导出文件
+
+### 自定义算法参数
+
+1. 修改 `config/openrank.yml` 配置文件
+2. 或使用环境变量覆盖特定参数
+3. 或在代码中动态设置配置
+
+## 测试
+
+```bash
+# 运行单元测试
+npm test
+
+# 运行覆盖率测试
+npm run test:coverage
+
+# 运行集成测试
+npm run test:integration
+```

front/frontend/app.js

@@ -23,10 +23,268 @@ class OpenRankDashboard {
         this.updateLastUpdateTime();
         this.setupTabNavigation();
         this.setupModeSwitch();
+        this.setupCodeReviewPage();
         // 默认显示开发者分析数据
         this.displayDeveloperAnalysis(this.mockData.developers);
         this.hydrateFromURL();
     }
+    
+    // 设置代码测评页面功能
+    setupCodeReviewPage() {
+        // 运行Pylint测评按钮
+        document.getElementById('run-lint-btn')?.addEventListener('click', () => {
+            this.runCodeLinting();
+        });
+        
+        // 清空代码按钮
+        document.getElementById('clear-code-btn')?.addEventListener('click', () => {
+            const codeInput = document.getElementById('python-code-input');
+            if (codeInput) {
+                codeInput.value = '';
+                this.resetCodeReviewResults();
+            }
+        });
+        
+        // 加载示例按钮
+        document.getElementById('load-example-btn')?.addEventListener('click', () => {
+            this.loadExampleCode();
+        });
+    }
+    
+    // 加载示例代码
+    loadExampleCode() {
+        const exampleCode = `def calculate_average(numbers):
+    """计算数字列表的平均值"""
+    if not numbers:
+        return 0
+    total = sum(numbers)
+    return total / len(numbers)
+
+def get_user_name():
+    name = input("请输入您的名字: ")
+    print(f"你好, {name}!")
+    return name
+
+# 主程序
+if __name__ == "__main__":
+    user = get_user_name()
+    scores = [85, 90, 78, 92, 88]
+    avg = calculate_average(scores)
+    print(f"平均分数是: {avg}")`;
+    
+        const codeInput = document.getElementById('python-code-input');
+        if (codeInput) {
+            codeInput.value = exampleCode;
+            this.resetCodeReviewResults();
+        }
+    }
+    
+    // 重置代码测评结果
+    resetCodeReviewResults() {
+        document.getElementById('code-score').textContent = '0';
+        document.getElementById('score-quality').textContent = '待评分';
+        document.getElementById('score-quality').className = 'score-quality';
+        document.getElementById('issues-count').textContent = '0';
+        document.getElementById('issues-list').innerHTML = '<p class="empty-message">请运行测评查看代码中的问题</p>';
+        document.getElementById('lint-summary').innerHTML = '<p class="empty-message">请运行测评查看代码质量总结</p>';
+    }
+    
+    // 运行代码测评
+    runCodeLinting() {
+        const codeInput = document.getElementById('python-code-input');
+        if (!codeInput || !codeInput.value.trim()) {
+            this.showNotification('请先输入Python代码', 'error');
+            return;
+        }
+        
+        // 模拟Pylint测评过程
+        this.simulatePylintAnalysis(codeInput.value);
+    }
+    
+    // 模拟Pylint分析（由于浏览器限制，使用模拟数据）
+    simulatePylintAnalysis(code) {
+        // 这里使用模拟数据，实际项目中应该调用后端API
+        const codeLines = code.split('\n');
+        
+        // 根据代码内容生成模拟的Pylint问题
+        const issues = [];
+        
+        // 检查是否有未使用的导入（模拟）
+        if (code.includes('import') && !code.includes('from ')) {
+            issues.push({
+                type: 'info',
+                message: '导入了模块但未使用',
+                line: 1
+            });
+        }
+        
+        // 检查是否有函数缺少文档字符串（模拟）
+        let inFunction = false;
+        let functionStartLine = 0;
+        codeLines.forEach((line, index) => {
+            if (line.trim().startsWith('def ')) {
+                inFunction = true;
+                functionStartLine = index + 1;
+            } else if (inFunction && line.trim().startsWith('#') || line.trim().startsWith('"""')) {
+                inFunction = false;
+            } else if (inFunction && line.trim() && !line.trim().startsWith(' ') && !line.trim().startsWith('#')) {
+                issues.push({
+                    type: 'warning',
+                    message: '缺少函数文档字符串',
+                    line: functionStartLine
+                });
+                inFunction = false;
+            }
+        });
+        
+        // 检查行长度（模拟）
+        codeLines.forEach((line, index) => {
+            if (line.length > 79) {
+                issues.push({
+                    type: 'warning',
+                    message: '行长度超过79个字符',
+                    line: index + 1
+                });
+            }
+        });
+        
+        // 检查是否有print语句（模拟）
+        codeLines.forEach((line, index) => {
+            if (line.includes('print(') && !line.includes('"""') && !line.includes("''")) {
+                issues.push({
+                    type: 'info',
+                    message: '考虑使用logging模块替代print语句',
+                    line: index + 1
+                });
+            }
+        });
+        
+        // 检查是否有input语句（模拟）
+        codeLines.forEach((line, index) => {
+            if (line.includes('input(')) {
+                issues.push({
+                    type: 'warning',
+                    message: '生产环境中应避免使用input()函数',
+                    line: index + 1
+                });
+            }
+        });
+        
+        // 生成随机的额外问题（增加模拟真实性）
+        const randomIssues = [
+            { type: 'info', message: '考虑添加类型提示以提高代码可读性', line: Math.floor(Math.random() * codeLines.length) + 1 },
+            { type: 'warning', message: '变量名可以更具描述性', line: Math.floor(Math.random() * codeLines.length) + 1 },
+            { type: 'info', message: '考虑添加单元测试', line: 1 }
+        ];
+        
+        // 随机添加1-2个额外问题
+        const additionalIssues = Math.floor(Math.random() * 2) + 1;
+        for (let i = 0; i < additionalIssues; i++) {
+            issues.push(randomIssues[i]);
+        }
+        
+        // 计算分数（基于问题数量和严重性）
+        let score = 10;
+        issues.forEach(issue => {
+            if (issue.type === 'error') score -= 3;
+            else if (issue.type === 'warning') score -= 1;
+            else if (issue.type === 'info') score -= 0.5;
+        });
+        score = Math.max(0, Math.min(10, score));
+        score = Math.round(score * 10) / 10; // 保留一位小数
+        
+        // 显示结果
+        this.displayLintResults(score, issues);
+    }
+    
+    // 显示测评结果
+    displayLintResults(score, issues) {
+        // 更新分数显示
+        const scoreElement = document.getElementById('code-score');
+        const qualityElement = document.getElementById('score-quality');
+        
+        scoreElement.textContent = score.toString();
+        
+        // 设置质量等级
+        let qualityText = '优秀';
+        let qualityClass = 'excellent';
+        
+        if (score >= 9) {
+            qualityText = '优秀';
+            qualityClass = 'excellent';
+        } else if (score >= 7) {
+            qualityText = '良好';
+            qualityClass = 'good';
+        } else if (score >= 5) {
+            qualityText = '一般';
+            qualityClass = 'average';
+        } else {
+            qualityText = '需改进';
+            qualityClass = 'poor';
+        }
+        
+        qualityElement.textContent = qualityText;
+        qualityElement.className = `score-quality ${qualityClass}`;
+        
+        // 更新CSS样式以反映不同的质量等级
+        if (qualityClass === 'excellent') {
+            qualityElement.style.background = 'rgba(0, 255, 0, 0.2)';
+            qualityElement.style.border = '1px solid rgba(0, 255, 0, 0.3)';
+            qualityElement.style.color = '#66ff99';
+        } else if (qualityClass === 'good') {
+            qualityElement.style.background = 'rgba(0, 212, 255, 0.2)';
+            qualityElement.style.border = '1px solid rgba(0, 212, 255, 0.3)';
+            qualityElement.style.color = '#00d4ff';
+        } else if (qualityClass === 'average') {
+            qualityElement.style.background = 'rgba(255, 165, 0, 0.2)';
+            qualityElement.style.border = '1px solid rgba(255, 165, 0, 0.3)';
+            qualityElement.style.color = '#ffcc66';
+        } else {
+            qualityElement.style.background = 'rgba(255, 0, 0, 0.2)';
+            qualityElement.style.border = '1px solid rgba(255, 0, 0, 0.3)';
+            qualityElement.style.color = '#ff6b6b';
+        }
+        
+        // 更新问题列表
+        document.getElementById('issues-count').textContent = issues.length.toString();
+        const issuesList = document.getElementById('issues-list');
+        
+        if (issues.length === 0) {
+            issuesList.innerHTML = '<p class="empty-message">代码质量良好，未发现问题</p>';
+        } else {
+            // 按行号排序
+            issues.sort((a, b) => a.line - b.line);
+            
+            issuesList.innerHTML = issues.map(issue => `
+                <div class="issue-item">
+                    <div class="issue-header">
+                        <span class="issue-type ${issue.type}">${issue.type === 'error' ? '错误' : issue.type === 'warning' ? '警告' : '信息'}</span>
+                        <span class="issue-line">第 ${issue.line} 行</span>
+                    </div>
+                    <div class="issue-message">${issue.message}</div>
+                </div>
+            `).join('');
+        }
+        
+        // 生成总结
+        const summaryElement = document.getElementById('lint-summary');
+        const errorCount = issues.filter(i => i.type === 'error').length;
+        const warningCount = issues.filter(i => i.type === 'warning').length;
+        const infoCount = issues.filter(i => i.type === 'info').length;
+        
+        summaryElement.innerHTML = `
+            <ul>
+                <li><i class="fas fa-check-circle"></i> 代码评分: ${score}/10 (${qualityText})</li>
+                <li><i class="fas fa-exclamation-circle"></i> 发现 ${errorCount} 个错误</li>
+                <li><i class="fas fa-exclamation-triangle"></i> 发现 ${warningCount} 个警告</li>
+                <li><i class="fas fa-info-circle"></i> 发现 ${infoCount} 个建议</li>
+                <li><i class="fas fa-code"></i> 代码行数: ${document.getElementById('python-code-input').value.split('\n').length}</li>
+            </ul>
+            <p style="margin-top: 1rem;">
+                ${score >= 7 ? '代码整体质量良好，继续保持！' : '建议根据提示改进代码质量。'}
+            </p>
+        `;
+    }
 
     // 设置事件监听器
     setupEventListeners() {
@@ -894,93 +1152,139 @@ class OpenRankDashboard {
 
     // 初始化分布图表
     initDistributionChart() {
-        const ctx = document.getElementById('distribution-canvas').getContext('2d');
+        try {
-        this.charts.distribution = new Chart(ctx, {
+            const canvas = document.getElementById('distribution-canvas');
-            type: 'bar',
+            if (!canvas) {
-            data: {
+                console.warn('Distribution canvas not found');
-                labels: this.mockData.openrankDistribution.map(d => d.range),
+                return;
-                datasets: [{
+            }
-                    label: '开发者数量',
+            
-                    data: this.mockData.openrankDistribution.map(d => d.count),
+            const ctx = canvas.getContext('2d');
-                    backgroundColor: 'rgba(0, 212, 255, 0.6)',
+            if (typeof Chart === 'undefined') {
-                    borderColor: 'rgba(0, 212, 255, 1)',
+                console.error('Chart.js is not loaded');
-                    borderWidth: 1
+                // 显示错误信息
-                }]
+                ctx.clearRect(0, 0, canvas.width, canvas.height);
-            },
+                ctx.fillStyle = '#666';
-            options: {
+                ctx.font = '14px Arial';
-                responsive: true,
+                ctx.textAlign = 'center';
-                maintainAspectRatio: false,
+                ctx.fillText('图表库加载失败', canvas.width/2, canvas.height/2 - 10);
-                plugins: {
+                ctx.font = '12px Arial';
-                    legend: {
+                ctx.fillText('图表功能暂不可用', canvas.width/2, canvas.height/2 + 10);
-                        labels: {
+                return;
-                            color: '#ffffff'
+            }
-                        }
+            
-                    }
+            this.charts.distribution = new Chart(ctx, {
+                type: 'bar',
+                data: {
+                    labels: this.mockData.openrankDistribution.map(d => d.range),
+                    datasets: [{
+                        label: '开发者数量',
+                        data: this.mockData.openrankDistribution.map(d => d.count),
+                        backgroundColor: 'rgba(0, 212, 255, 0.6)',
+                        borderColor: 'rgba(0, 212, 255, 1)',
+                        borderWidth: 1
+                    }]
                 },
-                scales: {
+                options: {
-                    y: {
+                    responsive: true,
-                        beginAtZero: true,
+                    maintainAspectRatio: false,
-                        grid: {
+                    plugins: {
-                            color: 'rgba(255, 255, 255, 0.1)'
+                        legend: {
-                        },
+                            labels: {
-                        ticks: {
+                                color: '#ffffff'
-                            color: '#ffffff'
+                            }
                         }
                     },
-                    x: {
+                    scales: {
-                        grid: {
+                        y: {
-                            color: 'rgba(255, 255, 255, 0.1)'
+                            beginAtZero: true,
+                            grid: {
+                                color: 'rgba(255, 255, 255, 0.1)'
+                            },
+                            ticks: {
+                                color: '#ffffff'
+                            }
                         },
-                        ticks: {
+                        x: {
-                            color: '#ffffff'
+                            grid: {
+                                color: 'rgba(255, 255, 255, 0.1)'
+                            },
+                            ticks: {
+                                color: '#ffffff'
+                            }
                         }
                     }
                 }
-            }
+            });
-        });
+        } catch (error) {
+            console.error('Error initializing distribution chart:', error);
+        }
     }
 
     // 初始化活动类型图表
     initActivityChart() {
-        const ctx = document.getElementById('activity-canvas').getContext('2d');
+        try {
-        this.charts.activity = new Chart(ctx, {
+            const canvas = document.getElementById('activity-canvas');
-            type: 'doughnut',
+            if (!canvas) {
-            data: {
+                console.warn('Activity canvas not found');
-                labels: ['Issue 评论', '创建 Issue', '创建 PR', '代码评审', '合入 PR'],
+                return;
-                datasets: [{
+            }
-                    data: [
+            
-                        this.mockData.activityDistribution.issueComment,
+            const ctx = canvas.getContext('2d');
-                        this.mockData.activityDistribution.openIssue,
+            if (typeof Chart === 'undefined') {
-                        this.mockData.activityDistribution.openPull,
+                console.error('Chart.js is not loaded');
-                        this.mockData.activityDistribution.reviewComment,
+                // 显示错误信息
-                        this.mockData.activityDistribution.mergedPull
+                ctx.clearRect(0, 0, canvas.width, canvas.height);
-                    ],
+                ctx.fillStyle = '#666';
-                    backgroundColor: [
+                ctx.font = '14px Arial';
-                        'rgba(0, 212, 255, 0.8)',
+                ctx.textAlign = 'center';
-                        'rgba(0, 255, 136, 0.8)',
+                ctx.fillText('图表库加载失败', canvas.width/2, canvas.height/2 - 10);
-                        'rgba(255, 193, 7, 0.8)',
+                ctx.font = '12px Arial';
-                        'rgba(156, 39, 176, 0.8)',
+                ctx.fillText('图表功能暂不可用', canvas.width/2, canvas.height/2 + 10);
-                        'rgba(255, 87, 34, 0.8)'
+                return;
-                    ],
+            }
-                    borderWidth: 1
+            
-                }]
+            this.charts.activity = new Chart(ctx, {
-            },
+                type: 'doughnut',
-            options: {
+                data: {
-                responsive: true,
+                    labels: ['Issue 评论', '创建 Issue', '创建 PR', '代码评审', '合入 PR'],
-                maintainAspectRatio: false,
+                    datasets: [{
-                plugins: {
+                        data: [
-                    legend: {
+                            this.mockData.activityDistribution.issueComment,
-                        position: 'right',
+                            this.mockData.activityDistribution.openIssue,
-                        labels: {
+                            this.mockData.activityDistribution.openPull,
-                            color: '#ffffff',
+                            this.mockData.activityDistribution.reviewComment,
-                            font: {
+                            this.mockData.activityDistribution.mergedPull
-                                size: 12
+                        ],
+                        backgroundColor: [
+                            'rgba(0, 212, 255, 0.8)',
+                            'rgba(0, 255, 136, 0.8)',
+                            'rgba(255, 193, 7, 0.8)',
+                            'rgba(156, 39, 176, 0.8)',
+                            'rgba(255, 87, 34, 0.8)'
+                        ],
+                        borderWidth: 1
+                    }]
+                },
+                options: {
+                    responsive: true,
+                    maintainAspectRatio: false,
+                    plugins: {
+                        legend: {
+                            position: 'right',
+                            labels: {
+                                color: '#ffffff',
+                                font: {
+                                    size: 12
+                                }
                             }
                         }
                     }
                 }
-            }
+            });
-        });
+        } catch (error) {
+            console.error('Error initializing activity chart:', error);
+        }
     }
 
     // 初始化网络图谱

front/frontend/index.html

@@ -27,6 +27,7 @@
                 <button class="nav-btn" data-tab="repositories">仓库分析</button>
                 <button class="nav-btn" data-tab="developers">开发者分析</button>
                 <button class="nav-btn" data-tab="network">网络图谱</button>
+                <button class="nav-btn" data-tab="code-review">代码测评</button>
                 <button class="nav-btn" data-tab="settings">配置</button>
             </nav>
             <div class="header-actions">
@@ -39,6 +40,61 @@
 
         <!-- 主要内容区域 -->
     <main class="main-content" id="global-root">
+            <!-- 代码测评面板 -->
+            <div class="tab-content" id="code-review">
+                <div class="code-review-container">
+                    <h2>Python代码测评</h2>
+                    <div class="code-input-section">
+                        <div class="code-editor-controls">
+                            <button id="run-lint-btn" class="btn-primary">
+                                <i class="fas fa-check-circle"></i>
+                                运行Pylint测评
+                            </button>
+                            <button id="clear-code-btn" class="btn-secondary">
+                                <i class="fas fa-trash"></i>
+                                清空代码
+                            </button>
+                            <button id="load-example-btn" class="btn-secondary">
+                                <i class="fas fa-file-code"></i>
+                                加载示例
+                            </button>
+                        </div>
+                        <div class="code-editor-wrapper">
+                            <textarea id="python-code-input" placeholder="请在此输入Python代码...
+
+例如:
+
+def hello():
+    print('Hello World')
+
+if __name__ == '__main__':
+    hello()"></textarea>
+                        </div>
+                    </div>
+                    <div class="results-section">
+                        <div class="score-card">
+                            <h3>代码评分</h3>
+                            <div class="score-display">
+                                <span id="code-score">0</span>
+                                <div class="score-label">/ 10</div>
+                            </div>
+                            <div class="score-quality" id="score-quality">待评分</div>
+                        </div>
+                        <div class="issues-container">
+                            <h3>问题列表 <span id="issues-count">0</span></h3>
+                            <div id="issues-list" class="issues-list">
+                                <p class="empty-message">请运行测评查看代码中的问题</p>
+                            </div>
+                        </div>
+                    </div>
+                    <div class="summary-section">
+                        <h3>测评总结</h3>
+                        <div id="lint-summary" class="summary-content">
+                            <p class="empty-message">请运行测评查看代码质量总结</p>
+                        </div>
+                    </div>
+                </div>
+            </div>
             <!-- 总览面板 -->
             <div class="tab-content active" id="overview">
                 <div class="stats-grid">
@@ -299,7 +355,47 @@
         </div>
     </div>
 
-    <script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
+    <!-- Chart.js CDN with fallback -->
+    <script src="https://cdn.jsdelivr.net/npm/chart.js@4.4.0/dist/chart.umd.js"></script>
+    <script>
+        // Fallback to local Chart.js if CDN fails
+        if (typeof Chart === 'undefined') {
+            document.write('<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/4.4.0/chart.umd.js"><\/script>');
+        }
+        // Final fallback - load minimal mock if both CDN fail
+        setTimeout(function() {
+            if (typeof Chart === 'undefined') {
+                console.warn('Chart.js failed to load from CDN, creating minimal mock');
+                window.Chart = function(ctx, config) {
+                    this.ctx = ctx;
+                    this.config = config;
+                    // Mock implementation to prevent errors
+                    this.destroy = function() {};
+                    this.update = function() {};
+                    this.resize = function() {};
+                    
+                    // Draw a simple placeholder
+                    if (ctx && ctx.canvas) {
+                        const canvas = ctx.canvas;
+                        const width = canvas.width || 300;
+                        const height = canvas.height || 200;
+                        
+                        ctx.clearRect(0, 0, width, height);
+                        ctx.fillStyle = '#666';
+                        ctx.font = '14px Arial';
+                        ctx.textAlign = 'center';
+                        ctx.fillText('Chart.js 加载失败', width/2, height/2 - 10);
+                        ctx.font = '12px Arial';
+                        ctx.fillText('图表功能暂不可用', width/2, height/2 + 10);
+                    }
+                };
+                
+                // Mock chart types
+                Chart.defaults = {};
+                Chart.controllers = {};
+            }
+        }, 3000);
+    </script>
     <script src="app.js"></script>
 </body>
 </html>

front/frontend/styles.css

@@ -98,6 +98,273 @@ body {
 .project-header-inline { display:flex; align-items:flex-start; justify-content:space-between; gap:1rem; flex-wrap:wrap; margin-bottom:1rem; }
 .project-header-inline h2 { margin:0; font-size:1.25rem; font-weight:700; }
 .badge { display:inline-block; padding:.25rem .6rem; font-size:.65rem; letter-spacing:.5px; background:rgba(0,212,255,.15); border:1px solid rgba(0,212,255,.4); border-radius:6px; color:#00d4ff; font-weight:600; }
+
+/* 代码测评页面样式 */
+.code-review-container {
+    padding: 2rem 0;
+}
+
+.code-review-container h2 {
+    font-size: 1.5rem;
+    font-weight: 700;
+    margin-bottom: 1.5rem;
+    color: #ffffff;
+}
+
+.code-input-section {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+    margin-bottom: 1.5rem;
+}
+
+.code-editor-controls {
+    display: flex;
+    gap: 1rem;
+    margin-bottom: 1rem;
+    flex-wrap: wrap;
+}
+
+.btn-secondary {
+    background: rgba(255, 255, 255, 0.1);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    color: #ffffff;
+    padding: 0.5rem 1rem;
+    border-radius: 8px;
+    cursor: pointer;
+    font-weight: 500;
+    transition: all 0.2s ease;
+    display: flex;
+    align-items: center;
+    gap: 0.5rem;
+}
+
+.btn-secondary:hover {
+    background: rgba(255, 255, 255, 0.15);
+    border-color: rgba(255, 255, 255, 0.3);
+}
+
+.code-editor-wrapper {
+    position: relative;
+}
+
+#python-code-input {
+    width: 100%;
+    min-height: 300px;
+    background: rgba(0, 0, 0, 0.3);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    border-radius: 8px;
+    color: #ffffff;
+    font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+    font-size: 0.9rem;
+    line-height: 1.5;
+    padding: 1rem;
+    resize: vertical;
+    outline: none;
+}
+
+#python-code-input:focus {
+    border-color: #00d4ff;
+    box-shadow: 0 0 0 2px rgba(0, 212, 255, 0.25);
+}
+
+.results-section {
+    display: grid;
+    grid-template-columns: 1fr 3fr;
+    gap: 1.5rem;
+    margin-bottom: 1.5rem;
+}
+
+.score-card {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+    text-align: center;
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: center;
+}
+
+.score-card h3 {
+    font-size: 1rem;
+    font-weight: 600;
+    margin-bottom: 1rem;
+    color: rgba(255, 255, 255, 0.8);
+}
+
+.score-display {
+    display: flex;
+    align-items: baseline;
+    justify-content: center;
+    gap: 0.5rem;
+    margin-bottom: 1rem;
+}
+
+#code-score {
+    font-size: 3rem;
+    font-weight: 700;
+    color: #00d4ff;
+}
+
+.score-label {
+    font-size: 1.25rem;
+    color: rgba(255, 255, 255, 0.6);
+}
+
+#score-quality {
+    font-size: 1rem;
+    font-weight: 600;
+    padding: 0.25rem 0.75rem;
+    border-radius: 6px;
+    background: rgba(0, 212, 255, 0.2);
+    border: 1px solid rgba(0, 212, 255, 0.3);
+    color: #00d4ff;
+}
+
+.issues-container {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+}
+
+.issues-container h3 {
+    font-size: 1rem;
+    font-weight: 600;
+    margin-bottom: 1rem;
+    color: rgba(255, 255, 255, 0.8);
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+}
+
+#issues-count {
+    font-size: 0.85rem;
+    padding: 0.2rem 0.5rem;
+    background: rgba(0, 212, 255, 0.2);
+    border-radius: 4px;
+    color: #00d4ff;
+}
+
+.issues-list {
+    max-height: 400px;
+    overflow-y: auto;
+}
+
+.issue-item {
+    background: rgba(0, 0, 0, 0.2);
+    border: 1px solid rgba(255, 255, 255, 0.05);
+    border-radius: 6px;
+    padding: 0.75rem;
+    margin-bottom: 0.75rem;
+}
+
+.issue-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    margin-bottom: 0.5rem;
+}
+
+.issue-type {
+    font-size: 0.75rem;
+    padding: 0.2rem 0.5rem;
+    border-radius: 4px;
+    font-weight: 600;
+}
+
+.issue-type.error {
+    background: rgba(255, 0, 0, 0.2);
+    color: #ff6b6b;
+    border: 1px solid rgba(255, 0, 0, 0.3);
+}
+
+.issue-type.warning {
+    background: rgba(255, 165, 0, 0.2);
+    color: #ffcc66;
+    border: 1px solid rgba(255, 165, 0, 0.3);
+}
+
+.issue-type.info {
+    background: rgba(0, 128, 0, 0.2);
+    color: #66ff99;
+    border: 1px solid rgba(0, 128, 0, 0.3);
+}
+
+.issue-line {
+    font-size: 0.75rem;
+    color: rgba(255, 255, 255, 0.6);
+}
+
+.issue-message {
+    font-size: 0.85rem;
+    color: rgba(255, 255, 255, 0.8);
+    line-height: 1.4;
+}
+
+.summary-section {
+    background: rgba(255, 255, 255, 0.05);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+    border-radius: 12px;
+    padding: 1.5rem;
+}
+
+.summary-section h3 {
+    font-size: 1rem;
+    font-weight: 600;
+    margin-bottom: 1rem;
+    color: rgba(255, 255, 255, 0.8);
+}
+
+.summary-content {
+    font-size: 0.9rem;
+    line-height: 1.6;
+    color: rgba(255, 255, 255, 0.7);
+}
+
+.summary-content ul {
+    list-style: none;
+    padding: 0;
+}
+
+.summary-content li {
+    margin-bottom: 0.75rem;
+    display: flex;
+    align-items: flex-start;
+    gap: 0.75rem;
+}
+
+.summary-content li i {
+    color: #00d4ff;
+    margin-top: 0.25rem;
+    min-width: 16px;
+}
+
+.empty-message {
+    color: rgba(255, 255, 255, 0.5);
+    font-style: italic;
+    text-align: center;
+    padding: 2rem 0;
+}
+
+/* 响应式设计 */
+@media (max-width: 768px) {
+    .results-section {
+        grid-template-columns: 1fr;
+    }
+    
+    .code-editor-controls {
+        flex-direction: column;
+    }
+    
+    .btn-primary, .btn-secondary {
+        width: 100%;
+        justify-content: center;
+    }
+}
 .badge.approx { background:rgba(255,193,7,.15); border-color:rgba(255,193,7,.4); color:#ffc107; }
 .badge.full { background:rgba(0,255,136,.15); border-color:rgba(0,255,136,.4); color:#00ff88; }
 

model/设计类图/前端子系统设计类图.mermaid

@@ -0,0 +1,90 @@
+classDiagram
+    direction TB
+    
+    class OpenRankDashboard {
+        -currentTab: string
+        -mode: string
+        -charts: object
+        -mockData: object
+        -projectState: object
+        +init()
+        +setupEventListeners()
+        +setupTabNavigation()
+        +switchTab(tab: string)
+        +switchMode(mode: string)
+        +loadMockData()
+        +initCharts()
+        +generateMockData()
+    }
+    
+    class Overview {
+        +updateStats()
+        +updateRankingTable()
+        +initDistributionChart()
+        +initActivityChart()
+    }
+    
+    class Repositories {
+        +updateRepositoryGrid()
+        +filterRepositories(filter: string)
+        +onViewRepoDetails(repoName: string)
+        +onViewRepoContributions(repoName: string)
+        +showRepoDetails(owner: string, repo: string)
+    }
+    
+    class Developers {
+        +displayDeveloperAnalysis(developers: array)
+        +filterDevelopers(keyword: string)
+    }
+    
+    class Network {
+        +initNetworkGraph()
+    }
+    
+    class CodeReview {
+        +setupCodeReviewPage()
+        +loadExampleCode()
+        +runCodeLinting()
+        +simulatePylintAnalysis(code: string)
+        +displayLintResults(score: number, issues: array)
+        +resetCodeReviewResults()
+    }
+    
+    class Settings {
+        +setupConfigListeners()
+        +updateConfig(id: string, value: any)
+    }
+    
+    class ProjectMode {
+        +buildProjectListFromGlobal()
+        +renderProjectList(keyword: string)
+        +renderApproxProject(fullName: string, days: number)
+        +mountProjectView(snapshot: object)
+        +triggerFullProjectCalculation(fullName: string)
+        +autoTriggerFull(fullName: string, days: number)
+        +pollTask(taskId: string, fullName: string, silent: boolean)
+    }
+    
+    OpenRankDashboard --> Overview: contains
+    OpenRankDashboard --> Repositories: contains
+    OpenRankDashboard --> Developers: contains
+    OpenRankDashboard --> Network: contains
+    OpenRankDashboard --> CodeReview: contains
+    OpenRankDashboard --> Settings: contains
+    OpenRankDashboard --> ProjectMode: contains
+    
+    class DataLoader {
+        +fetchProjectOverview(owner: string, repo: string)
+        +fetchRepoDetails(owner: string, repo: string)
+        +fetchContributors(owner: string, repo: string)
+    }
+    
+    class UIHelper {
+        +showNotification(message: string, type: string)
+        +updateLastUpdateTime()
+        +pushURLState()
+        +hydrateFromURL()
+    }
+    
+    OpenRankDashboard --> DataLoader: uses
+    OpenRankDashboard --> UIHelper: uses

model/设计类图/后端子系统设计类图.mermaid

@@ -0,0 +1,166 @@
+classDiagram
+    direction TB
+
+    %% 核心算法类
+    class OpenRankCalculator {
+        - config: OpenRankConfig
+        - graph: Graph
+        - calculationStatus: CalculationStatus
+        + calculate(activityData: ActivityData[], lastMonthOpenRank: Map~string, number~): Promise~OpenRankResult[]~
+        - buildGraph(activityData: ActivityData[], lastMonthOpenRank: Map~string, number~): void
+        - iterativeCalculation(): Promise~void~
+        - generateResults(): OpenRankResult[]
+        + getCalculationStatus(): CalculationStatus
+        + getGraphStats()
+        + cleanup(): void
+    }
+
+    class ProjectOpenRankCalculator {
+        - config: OpenRankConfig
+        - graph: Graph
+        - calculationStatus: CalculationStatus
+        - weightingFramework: WeightingFramework
+        + calculateProjectOpenRank(issueData: IssueData[], pullRequestData: PullRequestData[], lastMonthOpenRank: Map~string, number~, repoEvents?: RepoEventActivity[]): Promise~OpenRankResult[]~
+        - buildProjectGraph(issueData: IssueData[], pullRequestData: PullRequestData[], lastMonthOpenRank: Map~string, number~, repoEvents?: RepoEventActivity[]): void
+        - computeCodeImpactPools(pr: any, totalLines: number, filesChanged: number, ...): object
+    }
+
+    class SimpleGraph {
+        + nodes: Map~string, GraphNode~
+        + edges: GraphEdge[]
+        - adjacencyList: Map~string, Set~string~~
+        - incomingEdges: Map~string, GraphEdge[]~
+        - outgoingEdges: Map~string, GraphEdge[]~
+        + addNode(node: GraphNode): void
+        + addEdge(edge: GraphEdge): void
+        + getNode(id: string): GraphNode | undefined
+        + getNeighbors(nodeId: string): GraphNode[]
+        + getIncomingEdges(nodeId: string): GraphEdge[]
+        + getOutgoingEdges(nodeId: string): GraphEdge[]
+        + clear(): void
+        + getStats()
+        + isConnected(): boolean
+        + getDegree(nodeId: string)
+        + getNodesByType(type: string): GraphNode[]
+    }
+
+    %% 数据收集类
+    class ProjectData {
+        issues: IssueData[]
+        pullRequests: PullRequestData[]
+    }
+    class GitHubDataCollector {
+        - config: GitHubConfig
+        - baseUrl: string
+        + collectProjectData(repo: GitHubRepo, startDate: Date, endDate: Date): Promise~ProjectData~
+        - listIssues(repo: GitHubRepo, startDate: Date, endDate: Date): Promise~number[]~
+        - listPulls(repo: GitHubRepo, startDate: Date, endDate: Date): Promise~number[]~
+        - collectIssueData(repo: GitHubRepo, issueIds: number[], events: any[]): Promise~IssueData[]~
+        - collectPullRequestData(repo: GitHubRepo, prIds: number[], events: any[]): Promise~PullRequestData[]~
+    }
+
+    %% API服务类
+    class APIServer {
+        - app: Express.Application
+        - calculationCache: Record~string, CalcCacheEntry~
+        - projectCache: Record~string, ProjectSnapshotCacheEntry~
+        - tasks: Record~string, TaskEntry~
+        + start(): void
+        - cleanupCaches(): void
+        - createTask(): TaskEntry
+        - getTask(id: string): TaskEntry | null
+        - updateTask(id: string, patch: Partial~TaskEntry~): void
+    }
+
+    %% 数据库类
+    class MySQLConnection {
+        + pool: Pool
+        + closePool(): Promise~void~
+    }
+
+    %% 接口和类型
+    class ActivityData {
+        platform: PlatformType
+        repoId: number
+        repoName: string
+        orgId?: number
+        orgName?: string
+        actorId: number
+        actorLogin: string
+        issueComment: number
+        openIssue: number
+        openPull: number
+        reviewComment: number
+        mergedPull: number
+        createdAt: Date
+    }
+
+    class IssueData {
+        id: number
+        number?: number
+        platform: PlatformType
+        repoId: number
+        repoName: string
+        title: string
+        authorId: number
+        authorLogin: string
+        createdAt: Date
+        closedAt?: Date
+        state: 'open' | 'closed'
+        activities: any[]
+        reactions: any
+    }
+
+    class PullRequestData {
+        id: number
+        number?: number
+        platform: PlatformType
+        repoId: number
+        repoName: string
+        title: string
+        authorId: number
+        authorLogin: string
+        createdAt: Date
+        mergedAt?: Date
+        closedAt?: Date
+        state: 'open' | 'closed' | 'merged'
+        activities: any[]
+        reactions: any
+        filesChanged?: number
+        additions?: number
+        deletions?: number
+    }
+
+    class GraphNode {
+        id: string
+        type: NodeType
+        platform: PlatformType
+        name: string
+        openrank: number
+        lastOpenrank: number
+        initValue: number
+        retentionFactor: number
+        converged: boolean
+        metadata?: Record~string, any~
+    }
+
+    class GraphEdge {
+        source: string
+        target: string
+        weight: number
+        type: 'activity' | 'belong' | 'reverse_belong' | 'reverse_activity'
+        activityDetails?: any
+    }
+
+    %% 关系
+    OpenRankCalculator --> SimpleGraph: uses
+    ProjectOpenRankCalculator --> SimpleGraph: uses
+    APIServer --> OpenRankCalculator: calls
+    APIServer --> ProjectOpenRankCalculator: calls
+    APIServer --> GitHubDataCollector: uses
+    APIServer --> MySQLConnection: uses
+    OpenRankCalculator --> ActivityData: processes
+    ProjectOpenRankCalculator --> IssueData: processes
+    ProjectOpenRankCalculator --> PullRequestData: processes
+    SimpleGraph --> GraphNode: contains
+    SimpleGraph --> GraphEdge: contains

model/设计类图/测评代码质量.puml

@@ -0,0 +1,135 @@
+@startuml
+
+skinparam class {
+    BackgroundColor<<boundary>> LightSkyBlue
+    BackgroundColor<<control>> LightGreen
+    BackgroundColor<<entity>> Gold
+}
+
+class MainUI <<boundary>> {
+  - checkUI: CheckUI
+  + startPage()
+  + showMainInterface()
+  + navigateToCodeAssessmentPage()
+}
+
+class CheckUI <<boundary>> {
+  - pylint: Pylint
+  - currentAssessment: CodeAssessment
+  + showCodeAssessmentPage()
+  + uploadCodeToBeTested(code: CodeFile): boolean
+  + displayAssessmentResult(result: AssessmentResult)
+}
+
+class Pylint <<control>> {
+  - database: DateBase
+  + assessCodeQuality(code: CodeFile): AssessmentResult
+  + generateQualityReport(assessment: AssessmentResult): QualityReport
+}
+
+class DateBase <<entity>> {
+  - codeAssessments: List<CodeAssessment>
+  - qualityScores: List<QualityScore>
+  - assessmentHistory: List<AssessmentHistory>
+  + storeCodeScore(assessment: CodeAssessment): boolean
+  + getAssessmentHistory(codeId: String): List<AssessmentHistory>
+  + getAverageQualityScore(projectId: String): double
+}
+
+class CodeFile <<entity>> {
+  - codeId: String
+  - fileName: String
+  - filePath: String
+  - language: String
+  - content: String
+  - size: long
+  + getCodeId(): String
+  + getFileName(): String
+  + getLanguage(): String
+  + getContent(): String
+}
+
+class AssessmentResult <<entity>> {
+  - assessmentId: String
+  - codeId: String
+  - qualityScore: double
+  - issues: List<CodeIssue>
+  - assessmentTime: Date
+  + getQualityScore(): double
+  + getIssues(): List<CodeIssue>
+  + generateSummary(): String
+}
+
+class CodeAssessment <<entity>> {
+  - assessmentId: String
+  - codeFile: CodeFile
+  - result: AssessmentResult
+  - assessmentDate: Date
+  + getAssessmentId(): String
+  + getAssessmentDate(): Date
+  + getResult(): AssessmentResult
+}
+
+class CodeIssue <<entity>> {
+  - issueId: String
+  - type: String
+  - severity: String
+  - lineNumber: int
+  - description: String
+  - suggestion: String
+  + getIssueId(): String
+  + getType(): String
+  + getSeverity(): String
+  + getDescription(): String
+}
+
+class QualityScore <<entity>> {
+  - scoreId: String
+  - codeId: String
+  - overallScore: double
+  - maintainabilityScore: double
+  - reliabilityScore: double
+  - efficiencyScore: double
+  + getOverallScore(): double
+  + getMaintainabilityScore(): double
+  + calculateCompositeScore(): double
+}
+
+class QualityReport <<entity>> {
+  - reportId: String
+  - assessmentId: String
+  - summary: String
+  - detailedAnalysis: String
+  - recommendations: List<String>
+  + generateReport(): String
+  + exportAsPDF(): void
+}
+
+class AssessmentHistory <<entity>> {
+  - historyId: String
+  - codeId: String
+  - assessmentDate: Date
+  - qualityScore: double
+  - trend: String
+  + getHistoryId(): String
+  + getAssessmentDate(): Date
+  + getQualityScore(): double
+  + calculateTrend(): String
+}
+
+' 关联关系
+MainUI --> CheckUI : "跳转"
+CheckUI --> Pylint : "调用测评"
+Pylint --> DateBase : "存储分数"
+Pylint ..> AssessmentResult : "生成"
+DateBase "1" *-- "many" CodeAssessment : "存储"
+DateBase "1" *-- "many" QualityScore : "包含"
+DateBase "1" *-- "many" AssessmentHistory : "记录历史"
+CodeAssessment "1" *-- "1" CodeFile : "测评"
+CodeAssessment "1" *-- "1" AssessmentResult : "包含结果"
+AssessmentResult "1" *-- "many" CodeIssue : "包含问题"
+AssessmentResult "1" *-- "1" QualityScore : "关联分数"
+Pylint ..> QualityReport : "生成报告"
+
+
+@enduml

picture/界面跳转图.puml

@@ -1,64 +0,0 @@
-@startuml
-skinparam dpi 180
-skinparam shadowing false
-skinparam ArrowColor #00AEEF
-skinparam DefaultFontName Microsoft YaHei
-skinparam ArrowThickness 1.2
-
-title 界面跳转图（OpenRank 可视化系统）
-
-[*] --> 主界面 : 进入系统
-
-state 主界面
-state 开发者分析
-state 仓库概览
-state 网络图谱
-state 项目模式概览
-state 计算弹窗
-state 算法配置界面
-state "仓库详情 Modal" as 仓库详情
-state "项目 Overview (approx)" as 项目Approx
-state "项目 Overview (full)" as 项目Full
-
-' 主界面导航
-主界面 --> 开发者分析
-主界面 --> 仓库概览
-主界面 --> 网络图谱
-主界面 --> 项目模式概览
-主界面 --> 计算弹窗 : 一键计算
-
-' 计算弹窗返回刷新各视图
-计算弹窗 --> 主界面 : 提交 owner/repo
-计算弹窗 --> 开发者分析 : 结果刷新
-计算弹窗 --> 仓库概览 : 结果刷新
-计算弹窗 --> 项目模式概览 : 可切换模式
-
-' 仓库概览交互
-仓库概览 --> 仓库详情 : 查看详情
-仓库概览 --> 开发者分析 : 贡献分析
-仓库概览 --> 仓库概览 : 关键词/筛选
-
-' 仓库详情交互
-仓库详情 --> 仓库详情 : 时间窗口/粒度
-仓库详情 --> 仓库概览 : 关闭
-仓库详情 --> 开发者分析 : 跳转贡献者
-
-' 项目模式（approx/full）交互
-项目模式概览 --> 项目Approx : 选择仓库
-项目Approx --> 项目Full : 触发正式重算
-项目Full --> 项目Approx : 计算完成 替换 approx
-项目Approx --> 项目Approx : 贡献者 Top/活动占比
-项目Approx --> 开发者分析 : 跳转贡献者分析
-
-' 网络图谱与算法配置
-网络图谱 --> 算法配置界面 : 参数调节
-算法配置界面 --> 网络图谱 : 保存参数
-算法配置界面 --> 主界面 : 近似预览/正式重算
-
-' 返回导航
-开发者分析 --> 主界面 : 返回
-仓库概览 --> 主界面 : 返回
-网络图谱 --> 主界面 : 返回
-项目模式概览 --> 主界面 : 返回
-
-@enduml

src/README.md

@@ -1,396 +0,0 @@
-# OpenRank 复现项目
-
-这是一个基于 open-digger 和 openrank-neo4j-gds 项目的 OpenRank 算法复现实现，用于开发者贡献度量和开源社区分析。
-
-## 项目概述
-
-OpenRank 是由 X-lab 开发的开源项目价值评估算法，基于 PageRank 改进而来，专门用于评估开源生态中开发者和项目的贡献价值。本项目提供了一个完整的 OpenRank 算法复现实现。
-
-## 特性
-
-- ✅ **完整的 OpenRank 算法实现**：基于原始论文和开源代码的忠实复现
-- ✅ **支持多种计算模式**：全域 OpenRank 和项目级 OpenRank
-- ✅ **灵活的数据源接口**：支持桩函数模拟和真实数据源
-- ✅ **丰富的指标计算**：仓库、用户、社区等多维度分析
-- ✅ **高性能图计算**：优化的图数据结构和迭代算法
-- ✅ **完善的配置系统**：支持参数调优和环境适配
-- ✅ **TypeScript 支持**：完整的类型定义和代码提示
-
-## 安装
-
-```bash
-# 克隆项目
-git clone <repository-url>
-cd openrank
-
-# 安装依赖
-npm install
-
-# 构建项目
-npm run build
-```
-
-## 快速开始
-
-### 基础使用
-
-```typescript
-import { OpenRank } from './src';
-
-// 创建 OpenRank 实例
-const openrank = new OpenRank('./data');
-
-// 运行 OpenRank 计算
-const startDate = new Date('2024-01-01');
-const endDate = new Date('2024-12-31');
-const results = await openrank.calculate(startDate, endDate);
-
-// 获取 Top 10 仓库 OpenRank
-const topRepos = await openrank.getRepoOpenrank({
-  startYear: 2024,
-  startMonth: 1,
-  endYear: 2024,
-  endMonth: 12,
-  limit: 10,
-  order: 'DESC'
-});
-
-console.log('Top 10 仓库:', topRepos);
-```
-
-### 高级查询
-
-```typescript
-import { MetricsCalculator, MockDataSource } from './src';
-
-const dataSource = new MockDataSource('./data');
-const calculator = new MetricsCalculator(dataSource);
-
-// 获取分布统计
-const distribution = await calculator.getOpenrankDistribution({
-  startYear: 2024,
-  startMonth: 1,
-  endYear: 2024,
-  endMonth: 12,
-});
-
-// 比较不同时期
-const comparison = await calculator.compareOpenrank(
-  { startYear: 2024, startMonth: 1, endYear: 2024, endMonth: 6 },
-  { startYear: 2024, startMonth: 7, endYear: 2024, endMonth: 12 },
-  'repo'
-);
-```
-
-## 配置
-
-### 配置文件
-
-在 `config/openrank.yml` 中配置算法参数：
-
-```yaml
-global:
-  developerRetentionFactor: 0.5      # 开发者继承比例
-  repositoryRetentionFactor: 0.3     # 仓库继承比例
-  attenuationFactor: 0.85            # OpenRank 衰减系数
-  tolerance: 0.01                    # 收敛容差
-  maxIterations: 100                 # 最大迭代次数
-
-activityWeights:
-  issueComment: 0.5252               # Issue 评论权重
-  openIssue: 2.2235                  # 创建 Issue 权重
-  openPull: 4.0679                   # 创建 PR 权重
-  reviewComment: 0.7427              # 代码评审权重
-  mergedPull: 2.0339                 # 合入 PR 权重
-
-projectActivityWeights:
-  # 活动类型权重（项目级 OpenRank 用）
-  open: 2.0
-  comment: 0.5
-  review: 1.0
-  close: 0.3
-  commit: 1.5
-
-  # 反刷与密度抑制（推荐开启）：
-  antiGaming:
-    enabled: true
-    commentTransform: sqrt           # 对高频评论做亚线性变换，降低刷量影响
-    commitTransform: sqrt
-    linearThresholds:                # 前 N 条线性累加，超过部分按变换（sqrt/log）
-      comment: 3
-      reviewComment: 3
-      commit: 1
-    perItemCap:                      # 每个 Issue/PR 的单项计数上限，防极端
-      comment: 50
-      reviewComment: 40
-      commit: 20
-
-  # PR 贡献类型与角色建模
-  contributionTypeMultipliers:
-    open: 1.0
-    comment: 0.9
-    review: 1.1
-    close: 1.0
-    commit: 1.05
-    reviewerChangeRequestBonus: 1.03 # 存在 change requests 时对评审者的轻量加成
-    roleBonus:                       # 角色轻量加成（叠乘后会被 roleClamp 限制）
-      author: 1.05
-      reviewer: 1.05
-      committer: 1.03
-      commenter: 1.0
-    roleClamp:                       # 角色乘子钳制，避免叠乘过大
-      min: 1.0
-      max: 1.2
-    clamp:                           # 总贡献钳制，相对原始分项总和
-      min: 0.7
-      max: 1.6
-
-  # 仓库层事件（Star/Fork/Release）可选接入
-  repoEventWeights:
-    enabled: false
-    star: 0.5
-    fork: 1.0
-    release: 1.5
-    activityRatio: 0.2
-    reverseRatio: 0.1
-```
-
-提示：
-- activityDetails.roles 会在活动边上标注作者/评审者/提交者/评论者，便于后续分析与报表。
-- 通过 `getGraphSnapshot()` 可以导出包含 activityDetails 的只读快照，用于检查来源与角色细节。
-
-### 环境变量
-
-```bash
-# 设置全局收敛容差
-export OPENRANK_GLOBAL_TOLERANCE=0.01
-
-# 设置最大迭代次数
-export OPENRANK_GLOBAL_MAX_ITERATIONS=100
-```
-
-## API 参考
-
-### 核心类
-
-#### OpenRank
-
-主要的 OpenRank 计算接口。
-
-```typescript
-class OpenRank {
-  constructor(dataPath?: string)
-  
-  // 计算 OpenRank
-  async calculate(startDate: Date, endDate: Date): Promise<OpenRankResult[]>
-  
-  // 获取仓库 OpenRank
-  async getRepoOpenrank(config: QueryConfig): Promise<RepoOpenRankResult[]>
-  
-  // 获取用户 OpenRank
-  async getUserOpenrank(config: QueryConfig): Promise<UserOpenRankResult[]>
-  
-  // 获取社区 OpenRank
-  async getCommunityOpenrank(config: QueryConfig): Promise<CommunityOpenRankResult[]>
-}
-```
-
-#### OpenRankCalculator
-
-核心算法实现。
-
-```typescript
-class OpenRankCalculator {
-  constructor(config: OpenRankConfig)
-  
-  async calculate(
-    activityData: ActivityData[],
-    lastMonthOpenRank: Map<string, number>
-  ): Promise<OpenRankResult[]>
-  
-  getCalculationStatus(): CalculationStatus
-  getGraphStats(): GraphStats
-}
-```
-
-#### MetricsCalculator
-
-指标计算器。
-
-```typescript
-class MetricsCalculator {
-  constructor(dataSource: DataSource)
-  
-  async getRepoOpenrank(config: QueryConfig): Promise<RepoOpenRankResult[]>
-  async getUserOpenrank(config: QueryConfig): Promise<UserOpenRankResult[]>
-  async getCommunityOpenrank(config: QueryConfig): Promise<CommunityOpenRankResult[]>
-  async getOpenrankDistribution(config: QueryConfig): Promise<DistributionStats>
-  async compareOpenrank(config1: QueryConfig, config2: QueryConfig): Promise<ComparisonResult>
-}
-```
-
-### 查询配置
-
-```typescript
-interface QueryConfig {
-  startYear: number;
-  startMonth: number;
-  endYear: number;
-  endMonth: number;
-  order?: 'DESC' | 'ASC';
-  limit: number;
-  precision: number;
-  options?: Record<string, any>;
-}
-```
-
-## 算法原理
-
-### 全域 OpenRank
-
-全域 OpenRank 基于全局协作网络计算，考虑以下因素：
-
-1. **网络构建**：以开发者和仓库为节点，活动关系为边
-2. **权重计算**：使用活动度指标作为边权重
-3. **历史继承**：节点部分继承上个月的 OpenRank 值
-4. **迭代收敛**：使用改进的 PageRank 算法计算
-
-### 项目级 OpenRank
-
-项目级 OpenRank 在项目内部计算，包含更多节点类型：
-
-1. **节点类型**：开发者、仓库、Issue、Pull Request
-2. **复杂网络**：多种关系类型和权重配置
-3. **精细参数**：不同节点类型的不同继承因子
-
-### 关键参数
-
-- **继承因子**：控制历史价值的保留程度
-- **衰减因子**：控制不活跃节点的价值衰减
-- **活动权重**：不同活动类型的重要性权重
-- **收敛容差**：算法收敛的精度要求
-
-## 运行示例
-
-```bash
-# 运行基础示例
-npm run dev
-
-# 运行测试
-npm test
-
-# 检查代码质量
-npm run lint
-```
-
-## A/B 评估：仓库事件影响（Repo Events）
-
-为评估是否引入仓库层事件（Star/Fork/Release 等）对项目级 OpenRank 的影响，本项目提供了 A/B 对比脚本：
-
-- 脚本：`scripts/ab_evaluate_repo_events.ts`
-- 运行方式：`npm run ab:repo-events`
-- 环境变量（可选）：
-  - `GITHUB_TOKEN`：GitHub 访问令牌，避免触发未认证的频率限制
-  - `OR_AB_OWNER`/`OR_AB_REPO`：目标仓库，默认 `FISCO-BCOS/FISCO-BCOS`
-  - `OR_AB_MONTHS`：时间窗口（月），默认 `3`
-
-脚本将输出：
-- A（不启用 repo events）与 B（启用 repo events）之间的用户 OpenRank 相关性（皮尔逊）
-- 贡献构成按事件来源的占比对比（collaboration vs repo_event）
-
-提示：若遇到 GitHub API 频率限制，请设置 `GITHUB_TOKEN`，或将 `OR_AB_MONTHS` 调小（如设为 1）。
-
-## 项目结构
-
-```
-openrank/
-├── src/
-│   ├── types/           # TypeScript 类型定义
-│   ├── config/          # 配置管理
-│   ├── utils/           # 工具函数
-│   ├── data/            # 数据层（桩函数）
-│   ├── algorithm/       # 核心算法
-│   ├── metrics/         # 指标计算
-│   └── index.ts         # 主入口
-├── config/              # 配置文件
-├── examples/            # 使用示例
-├── data/                # 数据存储目录
-└── docs/                # 文档
-```
-
-## 开发指南
-
-### 添加新的数据源
-
-1. 实现 `DataSource` 接口
-2. 在 `src/data/` 目录下创建新的数据源类
-3. 更新导出文件
-
-```typescript
-export class CustomDataSource implements DataSource {
-  async loadActivityData(startDate: Date, endDate: Date): Promise<ActivityData[]> {
-    // 实现数据加载逻辑
-  }
-  
-  // 实现其他必需方法...
-}
-```
-
-### 自定义算法参数
-
-1. 修改 `config/openrank.yml` 配置文件
-2. 或使用环境变量覆盖特定参数
-3. 或在代码中动态设置配置
-
-```typescript
-import { setConfig } from './src/config';
-
-setConfig({
-  global: {
-    tolerance: 0.001,
-    maxIterations: 200,
-  }
-});
-```
-
-## 测试
-
-```bash
-# 运行单元测试
-npm test
-
-# 运行覆盖率测试
-npm run test:coverage
-
-# 运行集成测试
-npm run test:integration
-```
-
-## 贡献
-
-欢迎提交 Issue 和 Pull Request！
-
-1. Fork 本仓库
-2. 创建特性分支 (`git checkout -b feature/amazing-feature`)
-3. 提交更改 (`git commit -m 'Add some amazing feature'`)
-4. 推送到分支 (`git push origin feature/amazing-feature`)
-5. 开启 Pull Request
-
-## 许可证
-
-本项目采用 Apache-2.0 许可证，详见 [LICENSE](LICENSE) 文件。
-
-## 参考资料
-
-- [open-digger](https://github.com/X-lab2017/open-digger) - 原始项目和数据平台
-- [openrank-neo4j-gds](https://github.com/X-lab2017/openrank-neo4j-gds) - Neo4j 插件实现
-- [OpenRank 算法论文](https://blog.frankzhao.cn/openrank_in_project/) - 算法设计思路
-- [X-lab 开放实验室](https://x-lab.info) - 项目发起方
-
-## 联系方式
-
-如有问题或建议，请通过以下方式联系：
-
-- 提交 GitHub Issue
-- 发送邮件至 [contact@example.com]
-- 加入讨论群组 [链接]