templates/risk_monitor.html

{% extends "layout.html" %}

{% block title %}风险监控 - 智能分析系统{% endblock %}

{% block content %}
<div class="container-fluid py-3">
    <div id="alerts-container"></div>

    <div class="row mb-3">
        <div class="col-12">
            <div class="card">
                <div class="card-header py-2">
                    <h5 class="mb-0">风险监控</h5>
                </div>
                <div class="card-body py-2">
                    <ul class="nav nav-tabs" id="risk-tabs" role="tablist">
                        <li class="nav-item" role="presentation">
                            <button class="nav-link active" id="stock-risk-tab" data-bs-toggle="tab" data-bs-target="#stock-risk" type="button" role="tab" aria-controls="stock-risk" aria-selected="true">个股风险</button>
                        </li>
                        <li class="nav-item" role="presentation">
                            <button class="nav-link" id="portfolio-risk-tab" data-bs-toggle="tab" data-bs-target="#portfolio-risk" type="button" role="tab" aria-controls="portfolio-risk" aria-selected="false">组合风险</button>
                        </li>
                    </ul>
                    <div class="tab-content mt-3" id="risk-tabs-content">
                        <div class="tab-pane fade show active" id="stock-risk" role="tabpanel" aria-labelledby="stock-risk-tab">
                            <form id="stock-risk-form" class="row g-2">
                                <div class="col-md-4">
                                    <div class="input-group input-group-sm">
                                        <span class="input-group-text">股票代码</span>
                                        <input type="text" class="form-control" id="stock-code" placeholder="例如: 600519" required>
                                    </div>
                                </div>
                                <div class="col-md-3">
                                    <div class="input-group input-group-sm">
                                        <span class="input-group-text">市场</span>
                                        <select class="form-select" id="market-type">
                                            <option value="A" selected>A股</option>
                                            <option value="HK">港股</option>
                                            <option value="US">美股</option>
                                        </select>
                                    </div>
                                </div>
                                <div class="col-md-3">
                                    <button type="submit" class="btn btn-primary btn-sm w-100">
                                        <i class="fas fa-search"></i> 分析风险
                                    </button>
                                </div>
                            </form>
                        </div>
                        <div class="tab-pane fade" id="portfolio-risk" role="tabpanel" aria-labelledby="portfolio-risk-tab">
                            <div class="alert alert-info">
                                <i class="fas fa-info-circle"></i> 分析投资组合的整体风险，识别高风险股票和风险集中度。
                            </div>
                            <button id="analyze-portfolio-btn" class="btn btn-primary btn-sm">
                                <i class="fas fa-briefcase"></i> 分析我的投资组合
                            </button>
                        </div>
                    </div>
                </div>
            </div>
        </div>
    </div>

    <div id="loading-panel" class="text-center py-5" style="display: none;">
        <div class="spinner-border text-primary" role="status">
            <span class="visually-hidden">Loading...</span>
        </div>
        <p class="mt-3 mb-0">正在分析风险，请稍候...</p>
    </div>

    <!-- 个股风险分析结果 -->
    <div id="stock-risk-result" style="display: none;">
        <div class="row g-3 mb-3">
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2 d-flex justify-content-between align-items-center">
                        <h5 class="mb-0">风险概览</h5>
                        <span id="risk-level-badge" class="badge"></span>
                    </div>
                    <div class="card-body">
                        <div class="row mb-3">
                            <div class="col-md-7">
                                <h3 id="stock-name" class="mb-0 fs-4"></h3>
                                <p id="stock-info" class="text-muted mb-0 small"></p>
                            </div>
                            <div class="col-md-5 text-end">
                                <div id="risk-gauge-chart" style="height: 120px;"></div>
                            </div>
                        </div>
                        <div class="row">
                            <div class="col-12">
                                <h6>风险预警</h6>
                                <div id="risk-alerts" class="mt-2">
                                    <!-- 风险预警内容将在JS中动态填充 -->
                                </div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2">
                        <h5 class="mb-0">风险构成</h5>
                    </div>
                    <div class="card-body">
                        <div id="risk-radar-chart" style="height: 220px;"></div>
                    </div>
                </div>
            </div>
        </div>

        <div class="row g-3 mb-3">
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2">
                        <h5 class="mb-0">波动率风险</h5>
                    </div>
                    <div class="card-body">
                        <div class="row">
                            <div class="col-md-6">
                                <h6>波动率指标</h6>
                                <p><span class="text-muted">当前波动率:</span> <span id="current-volatility" class="fw-bold"></span></p>
                                <p><span class="text-muted">变化率:</span> <span id="volatility-change" class="fw-bold"></span></p>
                                <p><span class="text-muted">风险等级:</span> <span id="volatility-risk-level" class="fw-bold"></span></p>
                                <p class="small text-muted" id="volatility-comment"></p>
                            </div>
                            <div class="col-md-6">
                                <div id="volatility-chart" style="height: 150px;"></div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2">
                        <h5 class="mb-0">趋势风险</h5>
                    </div>
                    <div class="card-body">
                        <div class="row">
                            <div class="col-md-6">
                                <h6>趋势指标</h6>
                                <p><span class="text-muted">当前趋势:</span> <span id="current-trend" class="fw-bold"></span></p>
                                <p><span class="text-muted">均线关系:</span> <span id="ma-relationship" class="fw-bold"></span></p>
                                <p><span class="text-muted">风险等级:</span> <span id="trend-risk-level" class="fw-bold"></span></p>
                                <p class="small text-muted" id="trend-comment"></p>
                            </div>
                            <div class="col-md-6">
                                <div id="trend-chart" style="height: 150px;"></div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
        </div>

        <div class="row g-3 mb-3">
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2">
                        <h5 class="mb-0">反转风险</h5>
                    </div>
                    <div class="card-body">
                        <div class="row">
                            <div class="col-md-6">
                                <h6>反转信号</h6>
                                <p><span class="text-muted">反转信号数:</span> <span id="reversal-signals" class="fw-bold"></span></p>
                                <p><span class="text-muted">可能方向:</span> <span id="reversal-direction" class="fw-bold"></span></p>
                                <p><span class="text-muted">风险等级:</span> <span id="reversal-risk-level" class="fw-bold"></span></p>
                                <p class="small text-muted" id="reversal-comment"></p>
                            </div>
                            <div class="col-md-6">
                                <div id="reversal-chart" style="height: 150px;"></div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2">
                        <h5 class="mb-0">成交量风险</h5>
                    </div>
                    <div class="card-body">
                        <div class="row">
                            <div class="col-md-6">
                                <h6>成交量指标</h6>
                                <p><span class="text-muted">成交量比率:</span> <span id="volume-ratio" class="fw-bold"></span></p>
                                <p><span class="text-muted">成交量模式:</span> <span id="volume-pattern" class="fw-bold"></span></p>
                                <p><span class="text-muted">风险等级:</span> <span id="volume-risk-level" class="fw-bold"></span></p>
                                <p class="small text-muted" id="volume-comment"></p>
                            </div>
                            <div class="col-md-6">
                                <div id="volume-chart" style="height: 150px;"></div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
        </div>
    </div>

    <!-- 投资组合风险分析结果 -->
    <div id="portfolio-risk-result" style="display: none;">
        <div class="row g-3 mb-3">
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2 d-flex justify-content-between align-items-center">
                        <h5 class="mb-0">组合风险概览</h5>
                        <span id="portfolio-risk-level-badge" class="badge"></span>
                    </div>
                    <div class="card-body">
                        <div class="row mb-3">
                            <div class="col-md-7">
                                <h3 class="mb-0 fs-4">我的投资组合</h3>
                                <p class="text-muted mb-0 small">包含 <span id="portfolio-stock-count">0</span> 只股票</p>
                            </div>
                            <div class="col-md-5 text-end">
                                <div id="portfolio-risk-gauge-chart" style="height: 120px;"></div>
                            </div>
                        </div>
                        <div class="row">
                            <div class="col-12">
                                <h6>风险集中度</h6>
                                <p><span class="text-muted">行业集中度:</span> <span id="industry-concentration" class="fw-bold"></span></p>
                                <p><span class="text-muted">高风险股票占比:</span> <span id="high-risk-concentration" class="fw-bold"></span></p>
                                <div id="portfolio-risk-alerts" class="mt-2">
                                    <!-- 风险预警内容将在JS中动态填充 -->
                                </div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
            <div class="col-md-6">
                <div class="card h-100">
                    <div class="card-header py-2">
                        <h5 class="mb-0">行业分布</h5>
                    </div>
                    <div class="card-body">
                        <div id="industry-distribution-chart" style="height: 220px;"></div>
                    </div>
                </div>
            </div>
        </div>

        <div class="row g-3 mb-3">
            <div class="col-12">
                <div class="card">
                    <div class="card-header py-2">
                        <h5 class="mb-0">高风险股票</h5>
                    </div>
                    <div class="card-body p-0">
                        <div class="table-responsive">
                            <table class="table table-sm table-striped table-hover mb-0">
                                <thead>
                                    <tr>
                                        <th>代码</th>
                                        <th>名称</th>
                                        <th>风险评分</th>
                                        <th>风险等级</th>
                                        <th>权重</th>
                                        <th>主要风险</th>
                                        <th>操作</th>
                                    </tr>
                                </thead>
                                <tbody id="high-risk-stocks-table">
                                    <!-- 高风险股票列表将在JS中动态填充 -->
                                </tbody>
                            </table>
                        </div>
                    </div>
                </div>
            </div>
        </div>

        <div class="row g-3 mb-3">
            <div class="col-12">
                <div class="card">
                    <div class="card-header py-2">
                        <h5 class="mb-0">风险预警列表</h5>
                    </div>
                    <div class="card-body p-0">
                        <div class="table-responsive">
                            <table class="table table-sm table-striped table-hover mb-0">
                                <thead>
                                    <tr>
                                        <th>代码</th>
                                        <th>名称</th>
                                        <th>预警类型</th>
                                        <th>风险等级</th>
                                        <th>预警信息</th>
                                    </tr>
                                </thead>
                                <tbody id="risk-alerts-table">
                                    <!-- 风险预警列表将在JS中动态填充 -->
                                </tbody>
                            </table>
                        </div>
                    </div>
                </div>
            </div>
        </div>
    </div>
</div>
{% endblock %}

{% block scripts %}
<script>
    $(document).ready(function() {
        // 个股风险分析表单提交
        $('#stock-risk-form').submit(function(e) {
            e.preventDefault();
            const stockCode = $('#stock-code').val().trim();
            const marketType = $('#market-type').val();

            if (!stockCode) {
                showError('请输入股票代码！');
                return;
            }

            analyzeStockRisk(stockCode, marketType);
        });

        // 分析投资组合风险按钮点击
        $('#analyze-portfolio-btn').click(function() {
            analyzePortfolioRisk();
        });
    });

    function analyzeStockRisk(stockCode, marketType) {
        $('#loading-panel').show();
        $('#stock-risk-result').hide();
        $('#portfolio-risk-result').hide();

        $.ajax({
            url: '/api/risk_analysis',
            type: 'POST',
            contentType: 'application/json',
            data: JSON.stringify({
                stock_code: stockCode,
                market_type: marketType
            }),
            success: function(response) {
                $('#loading-panel').hide();
                renderStockRiskAnalysis(response, stockCode);
                $('#stock-risk-result').show();
            },
            error: function(xhr, status, error) {
                $('#loading-panel').hide();
                let errorMsg = '获取风险分析数据失败';
                if (xhr.responseJSON && xhr.responseJSON.error) {
                    errorMsg += ': ' + xhr.responseJSON.error;
                } else if (error) {
                    errorMsg += ': ' + error;
                }
                showError(errorMsg);
            }
        });
    }

    function analyzePortfolioRisk() {
        // 尝试从本地存储获取投资组合数据
        const savedPortfolio = localStorage.getItem('portfolio');
        if (!savedPortfolio) {
            showError('您的投资组合为空，请先添加股票到投资组合');
            return;
        }

        const portfolio = JSON.parse(savedPortfolio);
        if (portfolio.length === 0) {
            showError('您的投资组合为空，请先添加股票到投资组合');
            return;
        }

        $('#loading-panel').show();
        $('#stock-risk-result').hide();
        $('#portfolio-risk-result').hide();

        $.ajax({
            url: '/api/portfolio_risk',
            type: 'POST',
            contentType: 'application/json',
            data: JSON.stringify({
                portfolio: portfolio
            }),
            success: function(response) {
                $('#loading-panel').hide();
                renderPortfolioRiskAnalysis(response, portfolio);
                $('#portfolio-risk-result').show();
            },
            error: function(xhr, status, error) {
                $('#loading-panel').hide();
                let errorMsg = '获取投资组合风险分析数据失败';
                if (xhr.responseJSON && xhr.responseJSON.error) {
                    errorMsg += ': ' + xhr.responseJSON.error;
                } else if (error) {
                    errorMsg += ': ' + error;
                }
                showError(errorMsg);
            }
        });
    }

    function renderStockRiskAnalysis(data, stockCode) {
        // 设置基本信息
        $('#stock-name').text(data.stock_name || stockCode);
        $('#stock-info').text(data.industry || '未知行业');

        // 设置风险等级
        const riskScore = data.total_risk_score || 0;
        const riskLevel = data.risk_level || '未知';
        const riskLevelBadgeClass = getRiskLevelBadgeClass(riskLevel);
        $('#risk-level-badge').text(riskLevel).removeClass().addClass(`badge ${riskLevelBadgeClass}`);

        // 设置风险预警
        renderRiskAlerts(data.alerts || []);

        // 渲染风险仪表图
        renderRiskGaugeChart(riskScore);

        // 渲染风险雷达图
        renderRiskRadarChart(data);

        // 设置波动率风险
        const volatilityRisk = data.volatility_risk || {};
        $('#current-volatility').text(formatPercent(volatilityRisk.value || 0, 2));

        const volatilityChange = volatilityRisk.change || 0;
        const volatilityChangeClass = volatilityChange >= 0 ? 'trend-up' : 'trend-down';
        $('#volatility-change').text(formatPercent(volatilityChange, 2)).addClass(volatilityChangeClass);

        $('#volatility-risk-level').text(volatilityRisk.risk_level || '未知');
        $('#volatility-comment').text('波动率反映价格波动的剧烈程度，高波动率意味着高风险');

        // 设置趋势风险
        const trendRisk = data.trend_risk || {};
        $('#current-trend').text(trendRisk.trend || '未知');
        $('#ma-relationship').text(trendRisk.ma_relationship || '未知');
        $('#trend-risk-level').text(trendRisk.risk_level || '未知');
        $('#trend-comment').text('下降趋势中的股票有更高的风险，特别是在空头排列时');

        // 设置反转风险
        const reversalRisk = data.reversal_risk || {};
        $('#reversal-signals').text(reversalRisk.reversal_signals || 0);
        $('#reversal-direction').text(reversalRisk.direction || '未知');
        $('#reversal-risk-level').text(reversalRisk.risk_level || '未知');
        $('#reversal-comment').text('多个技术指标同时出现反转信号，意味着趋势可能即将改变');

        // 设置成交量风险
        const volumeRisk = data.volume_risk || {};
        $('#volume-ratio').text(formatNumber(volumeRisk.volume_ratio || 0, 2));
        $('#volume-pattern').text(volumeRisk.pattern || '未知');
        $('#volume-risk-level').text(volumeRisk.risk_level || '未知');
        $('#volume-comment').text('成交量异常变化常常预示价格波动，尤其是量价背离时');

        // 渲染各个风险维度的图表
        renderVolatilityChart([5.2, 3.8, 4.5, 7.2, 6.3]);
        renderTrendChart([110, 108, 106, 102, 98]);
        renderReversalChart([55, 60, 65, 72, 68]);
        renderVolumeChart([1.2, 0.8, 1.5, 2.8, 2.1]);
    }

    function renderPortfolioRiskAnalysis(data, portfolio) {
        // 设置基本信息
        $('#portfolio-stock-count').text(portfolio.length);

        // 设置风险等级
        const riskScore = data.portfolio_risk_score || 0;
        const riskLevel = data.risk_level || '未知';
        const riskLevelBadgeClass = getRiskLevelBadgeClass(riskLevel);
        $('#portfolio-risk-level-badge').text(riskLevel).removeClass().addClass(`badge ${riskLevelBadgeClass}`);

        // 设置风险集中度
        const riskConcentration = data.risk_concentration || {};
        $('#industry-concentration').text(`${riskConcentration.max_industry || '未知'} (${formatPercent(riskConcentration.max_industry_weight || 0, 1)})`);
        $('#high-risk-concentration').text(formatPercent(riskConcentration.high_risk_weight || 0, 1));

        // 设置风险预警
        renderPortfolioRiskAlerts(data.alerts || []);

        // 渲染投资组合风险仪表图
        renderPortfolioRiskGaugeChart(riskScore);

        // 渲染行业分布图
        renderIndustryDistributionChart(portfolio);

        // 渲染高风险股票列表
        renderHighRiskStocksTable(data.high_risk_stocks || []);

        // 渲染风险预警列表
        renderRiskAlertsTable(data.alerts || []);
    }

    function renderRiskAlerts(alerts) {
        let html = '';

        if (alerts.length === 0) {
            html = '<div class="alert alert-success">未发现显著风险因素</div>';
        } else {
            alerts.forEach(alert => {
                const alertClass = getRiskAlertClass(alert.level);
                html += `
                    <div class="alert ${alertClass} mb-2">
                        <strong>${alert.type}风险:</strong> ${alert.message}
                    </div>
                `;
            });
        }

        $('#risk-alerts').html(html);
    }

    function renderPortfolioRiskAlerts(alerts) {
        let html = '';

        if (alerts.length === 0) {
            html = '<div class="alert alert-success">投资组合风险均衡，未发现显著风险集中</div>';
        } else {
            let alertCount = 0;
            alerts.forEach(alert => {
                if (alertCount < 3) { // 只显示前3条
                    const alertClass = getRiskAlertClass(alert.level);
                    html += `
                        <div class="alert ${alertClass} mb-2">
                            <strong>${alert.stock_code}:</strong> ${alert.message}
                        </div>
                    `;
                    alertCount++;
                }
            });

            if (alerts.length > 3) {
                html += `<p class="text-muted small">还有 ${alerts.length - 3} 条风险预警，请查看下方详情表格</p>`;
            }
        }

        $('#portfolio-risk-alerts').html(html);
    }

    function renderRiskGaugeChart(score) {
        const options = {
            series: [score],
            chart: {
                height: 120,
                type: 'radialBar',
            },
            plotOptions: {
                radialBar: {
                    hollow: {
                        size: '70%',
                    },
                    dataLabels: {
                        show: true,
                        name: {
                            show: false
                        },
                        value: {
                            fontSize: '16px',
                            fontWeight: 'bold',
                            offsetY: 5
                        }
                    },
                    track: {
                        background: '#f2f2f2'
                    }
                }
            },
            fill: {
                colors: [getRiskColor(score)]
            },
            labels: ['风险分数']
        };

        const chart = new ApexCharts(document.querySelector("#risk-gauge-chart"), options);
        chart.render();
    }

    function renderPortfolioRiskGaugeChart(score) {
        const options = {
            series: [score],
            chart: {
                height: 120,
                type: 'radialBar',
            },
            plotOptions: {
                radialBar: {
                    hollow: {
                        size: '70%',
                    },
                    dataLabels: {
                        show: true,
                        name: {
                            show: false
                        },
                        value: {
                            fontSize: '16px',
                            fontWeight: 'bold',
                            offsetY: 5
                        }
                    },
                    track: {
                        background: '#f2f2f2'
                    }
                }
            },
            fill: {
                colors: [getRiskColor(score)]
            },
            labels: ['风险分数']
        };

        const chart = new ApexCharts(document.querySelector("#portfolio-risk-gauge-chart"), options);
        chart.render();
    }

    function renderRiskRadarChart(data) {
        const volatilityRisk = data.volatility_risk?.score || 0;
        const trendRisk = data.trend_risk?.score || 0;
        const reversalRisk = data.reversal_risk?.score || 0;
        const volumeRisk = data.volume_risk?.score || 0;

        const options = {
            series: [{
                name: '风险评分',
                data: [volatilityRisk, trendRisk, reversalRisk, volumeRisk]
            }],
            chart: {
                height: 220,
                type: 'radar',
                toolbar: {
                    show: false
                }
            },
            xaxis: {
                categories: ['波动率风险', '趋势风险', '反转风险', '成交量风险']
            },
            fill: {
                opacity: 0.7,
                colors: ['#dc3545']
            },
            markers: {
                size: 4
            },
            title: {
                text: '风险雷达图',
                align: 'center',
                style: {
                    fontSize: '14px'
                }
            }
        };

        const chart = new ApexCharts(document.querySelector("#risk-radar-chart"), options);
        chart.render();
    }

    function renderIndustryDistributionChart(portfolio) {
        // 根据投资组合计算行业分布
        const industries = {};
        let totalWeight = 0;

        portfolio.forEach(stock => {
            const industry = stock.industry || '未知';
            const weight = stock.weight || 1;

            if (industries[industry]) {
                industries[industry] += weight;
            } else {
                industries[industry] = weight;
            }

            totalWeight += weight;
        });

        const series = [];
        const labels = [];

        for (const industry in industries) {
            if (industries.hasOwnProperty(industry)) {
                series.push(industries[industry]);
                labels.push(industry);
            }
        }

        const options = {
            series: series,
            chart: {
                height: 220,
                type: 'pie',
            },
            labels: labels,
            colors: ['#4e73df', '#1cc88a', '#36b9cc', '#f6c23e', '#e74a3b', '#858796', '#5a5c69', '#6f42c1'],
            legend: {
                position: 'bottom'
            },
            tooltip: {
                y: {
                    formatter: function(value) {
                        return value + ' (' + ((value / totalWeight) * 100).toFixed(1) + '%)';
                    }
                }
            }
        };

        const chart = new ApexCharts(document.querySelector("#industry-distribution-chart"), options);
        chart.render();
    }

    function renderVolatilityChart(data) {
        const options = {
            series: [{
                name: '波动率(%)',
                data: data
            }],
            chart: {
                height: 150,
                type: 'line',
                toolbar: {
                    show: false
                }
            },
            stroke: {
                curve: 'smooth',
                width: 3
            },
            xaxis: {
                labels: {
                    show: false
                }
            },
            yaxis: {
                labels: {
                    formatter: function(val) {
                        return val.toFixed(1) + '%';
                    },
                    style: {
                        fontSize: '10px'
                    }
                }
            },
            colors: ['#dc3545'],
            tooltip: {
                y: {
                    formatter: function(value) {
                        return value.toFixed(2) + '%';
                    }
                }
            },
            markers: {
                size: 3
            }
        };

        const chart = new ApexCharts(document.querySelector("#volatility-chart"), options);
        chart.render();
    }

    function renderTrendChart(data) {
        const options = {
            series: [{
                name: '价格',
                data: data
            }, {
                name: 'MA20',
                data: [109, 107, 105, 103, 101]
            }],
            chart: {
                height: 150,
                type: 'line',
                toolbar: {
                    show: false
                }
            },
            stroke: {
                curve: 'straight',
                width: [3, 2]
            },
            xaxis: {
                labels: {
                    show: false
                }
            },
            yaxis: {
                labels: {
                    formatter: function(val) {
                        return val.toFixed(0);
                    },
                    style: {
                        fontSize: '10px'
                    }
                }
            },
            colors: ['#dc3545', '#007bff'],
            tooltip: {
                y: {
                    formatter: function(value) {
                        return value.toFixed(2);
                    }
                }
            },
            markers: {
                size: 3
            },
            legend: {
                show: false
            }
        };

        const chart = new ApexCharts(document.querySelector("#trend-chart"), options);
        chart.render();
    }

    function renderReversalChart(data) {
        const options = {
            series: [{
                name: 'RSI',
                data: data
            }],
            chart: {
                height: 150,
                type: 'line',
                toolbar: {
                    show: false
                }
            },
            stroke: {
                curve: 'smooth',
                width: 3
            },
            xaxis: {
                labels: {
                    show: false
                }
            },
            yaxis: {
                min: 0,
                max: 100,
                labels: {
                    formatter: function(val) {
                        return val.toFixed(0);
                    },
                    style: {
                        fontSize: '10px'
                    }
                }
            },
            colors: ['#ffc107'],
            tooltip: {
                y: {
                    formatter: function(value) {
                        return value.toFixed(2);
                    }
                }
            },
            markers: {
                size: 3
            },
            annotations: {
                yaxis: [{
                    y: 70,
                    borderColor: '#dc3545',
                    label: {
                        text: '超买',
                        style: {
                            color: '#fff',
                            background: '#dc3545'
                        }
                    }
                }, {
                    y: 30,
                    borderColor: '#28a745',
                    label: {
                        text: '超卖',
                        style: {
                            color: '#fff',
                            background: '#28a745'
                        }
                    }
                }]
            }
        };

        const chart = new ApexCharts(document.querySelector("#reversal-chart"), options);
        chart.render();
    }

    function renderVolumeChart(data) {
        const options = {
            series: [{
                name: '成交量比率',
                data: data
            }],
            chart: {
                height: 150,
                type: 'bar',
                toolbar: {
                    show: false
                }
            },
            xaxis: {
                labels: {
                    show: false
                }
            },
            yaxis: {
                labels: {
                    formatter: function(val) {
                        return val.toFixed(1) + 'x';
                    },
                    style: {
                        fontSize: '10px'
                    }
                }
            },
            colors: ['#4e73df'],
            tooltip: {
                y: {
                    formatter: function(value) {
                        return value.toFixed(2) + 'x';
                    }
                }
            },
            plotOptions: {
                bar: {
                    columnWidth: '50%'
                }
            },
            dataLabels: {
                enabled: false
            }
        };

        const chart = new ApexCharts(document.querySelector("#volume-chart"), options);
        chart.render();
    }

    function renderHighRiskStocksTable(highRiskStocks) {
        let html = '';

        if (highRiskStocks.length === 0) {
            html = '<tr><td colspan="7" class="text-center">未发现高风险股票</td></tr>';
        } else {
            highRiskStocks.forEach(stock => {
                const riskScoreClass = getRiskScoreClass(stock.risk_score);
                const riskLevelBadgeClass = getRiskLevelBadgeClass(stock.risk_level);

                html += `
                    <tr>
                        <td>${stock.stock_code}</td>
                        <td>${stock.stock_name || '未知'}</td>
                        <td><span class="badge ${riskScoreClass}">${stock.risk_score}</span></td>
                        <td><span class="badge ${riskLevelBadgeClass}">${stock.risk_level}</span></td>
                        <td>${formatPercent(stock.weight || 0, 1)}</td>
                        <td>${stock.main_risk || '未知'}</td>
                        <td>
                            <a href="/stock_detail/${stock.stock_code}" class="btn btn-sm btn-outline-info me-1">
                                <i class="fas fa-chart-line"></i>
                            </a>
                            <a href="/risk_monitor?stock=${stock.stock_code}" class="btn btn-sm btn-outline-danger">
                                <i class="fas fa-exclamation-triangle"></i>
                            </a>
                        </td>
                    </tr>
                `;
            });
        }

        $('#high-risk-stocks-table').html(html);
    }

    function renderRiskAlertsTable(alerts) {
        let html = '';

        if (alerts.length === 0) {
            html = '<tr><td colspan="5" class="text-center">暂无风险预警</td></tr>';
        } else {
            alerts.forEach(alert => {
                const riskLevelBadgeClass = getRiskLevelBadgeClass(alert.level);

                html += `
                    <tr>
                        <td>${alert.stock_code}</td>
                        <td>${alert.stock_name || '未知'}</td>
                        <td>${alert.type}</td>
                        <td><span class="badge ${riskLevelBadgeClass}">${alert.level}</span></td>
                        <td>${alert.message}</td>
                    </tr>
                `;
            });
        }

        $('#risk-alerts-table').html(html);
    }

    function getRiskLevelBadgeClass(level) {
        switch (level) {
            case '极高':
                return 'bg-danger';
            case '高':
                return 'bg-warning text-dark';
            case '中等':
                return 'bg-info text-dark';
            case '低':
                return 'bg-success';
            case '极低':
                return 'bg-secondary';
            default:
                return 'bg-secondary';
        }
    }

    function getRiskAlertClass(level) {
        switch (level) {
            case '高':
                return 'alert-danger';
            case '中':
                return 'alert-warning';
            case '低':
                return 'alert-info';
            default:
                return 'alert-secondary';
        }
    }

    function getRiskScoreClass(score) {
        if (score >= 80) return 'bg-danger';
        if (score >= 60) return 'bg-warning text-dark';
        if (score >= 40) return 'bg-info text-dark';
        return 'bg-success';
    }

    function getRiskColor(score) {
        if (score >= 80) return '#dc3545'; // 红色
        if (score >= 60) return '#ffc107'; // 黄色
        if (score >= 40) return '#17a2b8'; // 蓝色
        return '#28a745'; // 绿色
    }
</script>
{% endblock %}