/* chart_tv.js — split from chart.js */
function initTradingView(symbol, timeframe) {
    try {
// 在重新初始化前，尝试释放旧图表与系列资源，避免 GPU 内存累积
try {
    if (tvWidget && tvWidget.state && tvWidget.state.isInitialized) {
        // 主图
        if (tvWidget.mainChart && typeof tvWidget.mainChart.remove === 'function') {
            tvWidget.mainChart.remove();
        }
        // 成交量
        if (tvWidget.volumeChart && typeof tvWidget.volumeChart.remove === 'function') {
            tvWidget.volumeChart.remove();
        }
        // 旧 MACD（若存在）
        if (tvWidget.macdChart && typeof tvWidget.macdChart.remove === 'function') {
            tvWidget.macdChart.remove();
        }
        // 新 ChanMACD（若存在）
        if (tvWidget.chanMacdChart && typeof tvWidget.chanMacdChart.remove === 'function') {
            tvWidget.chanMacdChart.remove();
        }
        // ATR
        if (tvWidget.atrChart && typeof tvWidget.atrChart.remove === 'function') {
            tvWidget.atrChart.remove();
        }
    }
} catch (e) {
    console.warn('释放旧图表资源失败（可忽略）:', e);
}
        console.log('初始化TradingView图表:', symbol, timeframe);
        
        // 获取当前交易对的配置
        const symbolConfig = getSymbolConfig(symbol);
        console.log('交易对配置:', symbolConfig);
        
        // 检查数据是否存在
        if (!currentData || !currentData.kline_data) {
            console.error('数据加载失败或不存在');
            return;
        }
        
        // 检查使用哪一档K线数据：次次周期 / 小周期 / 主周期
        const useSubSubPeriod = $('#subSubPeriodKline').is(':checked') &&
                                currentData.sub_sub_kline_data &&
                                Array.isArray(currentData.sub_sub_kline_data);
        const useElementPeriod = $('#elementPeriodKline').is(':checked') &&
                                currentData.element_kline_data &&
                                Array.isArray(currentData.element_kline_data);
        
        // 输出K线周期选择状态
        const klinePeriodLabel = useSubSubPeriod ? '次次周期' : (useElementPeriod ? '小周期' : '主周期');
        console.log('K线周期选择:', klinePeriodLabel);
        console.log('当前选择时区:', $('#timezone').val());
        console.log('交易对类型:', symbolConfig.type);
        
        let candles = [];
        const klineDataSource = useSubSubPeriod ? (currentData.sub_sub_kline_data || []) : (useElementPeriod ? (currentData.element_kline_data || []) : (currentData.kline_data || []));
        
        if (useSubSubPeriod || useElementPeriod) {
            if (!klineDataSource.length) {
                console.error(useSubSubPeriod ? '次次周期K线数据不存在或为空' : '小周期K线数据不存在或为空', klineDataSource);
                return;
            }
            candles = klineDataSource.map((kline) => {
                const date = new Date(kline.date);
                const timestamp = date.getTime() / 1000;
                return {
                    time: timestamp,
                    open: parseFloat(kline.open),
                    high: parseFloat(kline.high),
                    low: parseFloat(kline.low),
                    close: parseFloat(kline.close),
                };
            });
        } else {
            if (!currentData.kline_data || !Array.isArray(currentData.kline_data)) {
                console.error('主周期K线数据不存在或不是数组:', currentData.kline_data);
                return;
            }
            candles = currentData.kline_data.map((kline) => {
                const date = new Date(kline.date);
                const timestamp = date.getTime() / 1000;
                return {
                    time: timestamp,
                    open: parseFloat(kline.open),
                    high: parseFloat(kline.high),
                    low: parseFloat(kline.low),
                    close: parseFloat(kline.close),
                };
            });
        }
        
        // 根据交易对类型过滤数据（仅用于显示优化）
        if (symbolConfig.type === 'a_stock' && timeframe.includes('m')) {
            // 对于A股分钟级数据，过滤非交易时间
            const originalLength = candles.length;
            candles = filterTradingHours(candles, symbolConfig);
            console.log(`A股数据过滤: ${originalLength} -> ${candles.length} 条记录`);
        }
    // 清除图表容器（释放旧 DOM 与 Canvas）
    const chartRoot = document.getElementById('tradingview_chart');
    if (chartRoot) chartRoot.innerHTML = '';
        
        // 重置图表对象
        tvWidget = {
            mainChart: null,
            volumeChart: null,
            macdChart: null,
            series: {
                candleSeries: null,
                lineSeries: null,
                volumeSeries: null,
                macdLineSeries: null,
                signalLineSeries: null,
                histogramSeries: null,
                mainBiSeries: [],
                mainUncompletedBiSeries: [],
                mainSegSeries: [],
                mainUncompletedSegSeries: [],
                mainZsSeries: [],
                mainUncompletedZsSeries: [],
                elementBiSeries: [],
                elementUncompletedBiSeries: [],
                elementSegSeries: [],
                elementUncompletedSegSeries: [],
                elementZsSeries: [],
                elementUncompletedZsSeries: [],
                subSubBiSeries: [],
                subSubUncompletedBiSeries: [],
                subSubSegSeries: [],
                subSubUncompletedSegSeries: [],
                subSubZsSeries: [],
                subSubUncompletedZsSeries: [],
                tradePointSeries: [],
                mainBollingerSeries: [],
                elementBollingerSeries: [],
                maSeries: [], // 添加均线系列数组
                bbSeries: [],  // 添加布林带系列数组
                ema52Series: [] // 添加EMA52系列数组
            },
            state: {
                isInitialized: false,
                visibleRange: null,
                logicalRange: null
            }
        };
        
        // 设置父容器样式
        const container = document.getElementById('tradingview_chart');
        container.style.position = 'relative';
        container.style.width = '100%';
        container.style.height = '100%';
        
        // 是否显示MACD
        const showMacd = $('#showMacd').is(':checked');
        const showOriginalKline = $('#showOriginalKline').is(':checked');
        
        // 创建主图容器
        const mainChartContainer = document.createElement('div');
        mainChartContainer.style.width = '100%';
        mainChartContainer.style.position = 'absolute';
        mainChartContainer.style.top = '0';
        mainChartContainer.style.left = '0';
        mainChartContainer.style.right = '0';
        
        // 创建成交量副图容器
        const volumeChartContainer = document.createElement('div');
        volumeChartContainer.style.width = '100%';
        volumeChartContainer.style.position = 'absolute';
        volumeChartContainer.style.left = '0';
        volumeChartContainer.style.right = '0';
        volumeChartContainer.style.borderTop = '1px solid #e0e0e0';
        
        // 添加ATR图表容器
        const atrChartContainer = document.createElement('div');
        atrChartContainer.style.width = '100%';
        atrChartContainer.style.position = 'absolute';
        atrChartContainer.style.left = '0';
        atrChartContainer.style.right = '0';
        atrChartContainer.style.borderTop = '1px solid #e0e0e0';

        // 如果需要显示MACD，创建MACD容器
        let macdChartContainer = null;
        let chanMacdChartContainer = null;
        if (showMacd) {
            // 仅显示新的 ChanMACD 图：让其占用原 MACD+ChanMACD 的整体高度
            // 新布局：主图(40%) → ChanMACD(30%) → 成交量(17.5%) → ATR(12.5%)
            mainChartContainer.style.height = '40%';

            // 隐藏旧 MACD 容器（不创建）
            // 创建 ChanMACD 容器占据原 MACD+ChanMACD 高度（30%）
            chanMacdChartContainer = document.createElement('div');
            chanMacdChartContainer.style.width = '100%';
            chanMacdChartContainer.style.height = '30%';
            chanMacdChartContainer.style.position = 'absolute';
            chanMacdChartContainer.style.top = '40%';
            chanMacdChartContainer.style.left = '0';
            chanMacdChartContainer.style.right = '0';
            chanMacdChartContainer.style.borderTop = '1px solid #e0e0e0';
            chanMacdChartContainer.style.zIndex = '10';
            // 水印：便于区分是新的 ChanMACD 子图
            const chanMacdWatermark = document.createElement('div');
            chanMacdWatermark.textContent = 'ChanMACD';
            chanMacdWatermark.style.position = 'absolute';
            chanMacdWatermark.style.top = '4px';
            chanMacdWatermark.style.left = '8px';
            chanMacdWatermark.style.fontSize = '11px';
            chanMacdWatermark.style.color = '#888';
            chanMacdWatermark.style.pointerEvents = 'none';
            chanMacdChartContainer.appendChild(chanMacdWatermark);

            // 成交量位于 ChanMACD 之下
            volumeChartContainer.style.top = '70%';
            volumeChartContainer.style.height = '17.5%';

            // ATR 位于最底部
            atrChartContainer.style.top = '87.5%';
            atrChartContainer.style.height = '12.5%';
        } else {
            // 不显示MACD时的高度 - 主图、成交量图和ATR图分配
            mainChartContainer.style.height = '55%'; // 主图占55%
            volumeChartContainer.style.top = '55%';
            volumeChartContainer.style.height = '22.5%'; // 成交量图占22.5%

            atrChartContainer.style.top = '77.5%'; // ATR图从77.5%位置开始
            atrChartContainer.style.height = '22.5%'; // ATR图占22.5%
        }
        
        container.appendChild(mainChartContainer);
        container.appendChild(volumeChartContainer);
        container.appendChild(atrChartContainer);
        if (showMacd) {
            // 只追加新的 ChanMACD 容器
            container.appendChild(chanMacdChartContainer);
        }
        
        // 防止同步过程中的无限循环
        let syncInProgress = false;
        
        // 创建统一的图表选项
        const createChartOptions = (showTimeScale = true, chartType = 'main') => {
            // 根据图表类型确定高度
            let chartHeight;
            if (chartType === 'main') {
                chartHeight = mainChartContainer.clientHeight;
            } else if (chartType === 'volume') {
                chartHeight = volumeChartContainer.clientHeight;
            } else if (chartType === 'atr') {
                chartHeight = atrChartContainer.clientHeight;
            } else if (chartType === 'macd') {
                chartHeight = macdChartContainer ? macdChartContainer.clientHeight : 0;
            } else if (chartType === 'chanmacd') {
                chartHeight = chanMacdChartContainer ? chanMacdChartContainer.clientHeight : 0;
            } else {
                chartHeight = mainChartContainer.clientHeight;
            }
            
            const baseOptions = {
                width: mainChartContainer.clientWidth,
                height: chartHeight,
                layout: {
                    background: { color: '#ffffff' },
                    textColor: '#333',
                },
                grid: {
                    vertLines: { color: '#f0f0f0' },
                    horzLines: { color: '#f0f0f0' },
                },
                crosshair: {
                    mode: LightweightCharts.CrosshairMode.Normal,
                    // 添加十字线工具提示本地化配置
                    horzLine: {
                        labelVisible: true,
                    },
                    vertLine: {
                        labelVisible: true,
                        // 自定义时间格式化
                        labelFormatter: (time) => {
                            const selectedTimezone = $('#timezone').val();
                            try {
                                const date = new Date(time * 1000);
                                if (symbolConfig.type === 'a_stock') {
                                    // A股使用中国时区格式
                                    return date.toLocaleString('zh-CN', {
                                        timeZone: 'Asia/Shanghai',
                                        year: 'numeric',
                                        month: '2-digit',
                                        day: '2-digit',
                                        hour: '2-digit',
                                        minute: '2-digit',
                                        second: '2-digit'
                                    });
                                } else {
                                    return date.toLocaleString('zh-CN', {
                                        timeZone: selectedTimezone,
                                        year: 'numeric',
                                        month: '2-digit',
                                        day: '2-digit',
                                        hour: '2-digit',
                                        minute: '2-digit',
                                        second: '2-digit'
                                    });
                                }
                            } catch (e) {
                                console.error('十字线时间格式化错误:', e);
                                return new Date(time * 1000).toLocaleString();
                            }
                        },
                    },
                },
                rightPriceScale: {
                    borderColor: '#ddd',
                    scaleMargins: {
                        top: 0.1,
                        bottom: 0.1,
                    },
                    // 为标签留出更多空间，防止遮挡
                    minimumWidth: 80,
                },
                // 添加左边距配置
                leftPriceScale: {
                    visible: false,
                },
                // 添加本地化选项，确保所有时间显示都使用选定的时区
                localization: {
                    timeFormatter: (time) => {
                        const selectedTimezone = $('#timezone').val();
                        try {
                            const date = new Date(time * 1000);
                            if (symbolConfig.type === 'a_stock') {
                                // A股使用中国时区格式
                                return date.toLocaleString('zh-CN', {
                                    timeZone: 'Asia/Shanghai',
                                    year: 'numeric',
                                    month: '2-digit',
                                    day: '2-digit',
                                    hour: '2-digit',
                                    minute: '2-digit',
                                    second: '2-digit'
                                });
                            } else {
                                return date.toLocaleString('zh-CN', {
                                    timeZone: selectedTimezone,
                                    year: 'numeric',
                                    month: '2-digit',
                                    day: '2-digit',
                                    hour: '2-digit',
                                    minute: '2-digit',
                                    second: '2-digit'
                                });
                            }
                        } catch (e) {
                            console.error('全局时间格式化错误:', e);
                            return new Date(time * 1000).toLocaleString();
                        }
                    }
                },
                timeScale: {
                    timeVisible: true,
                    secondsVisible: false,
                    visible: showTimeScale,
                    borderColor: '#ddd',
                    barSpacing: symbolConfig.type === 'a_stock' ? 6 : 10,
                    // 确保所有图表使用相同的边距设置
                    rightOffset: 12,
                    // 移除可能影响拖动的固定边缘设置
                    // fixLeftEdge: true,
                    // fixRightEdge: true,
                    lockVisibleTimeRangeOnResize: true,
                    tickMarkFormatter: (time) => {
                        const selectedTimezone = symbolConfig.type === 'a_stock' ? 'Asia/Shanghai' : $('#timezone').val();
                        try {
                            // 使用完整的配置确保时区正确应用
                            const date = new Date(time * 1000);
                            console.log('格式化时间:', time, '转换为:', date.toISOString(), '时区:', selectedTimezone);
                            
                            return date.toLocaleString('zh-CN', {
                                timeZone: selectedTimezone,
                                month: 'numeric',
                                day: 'numeric',
                                hour: '2-digit',
                                minute: '2-digit',
                            });
                        } catch (e) {
                            console.error('时间格式化错误:', e);
                            // 如果时区格式化失败，返回简单格式
                            return new Date(time * 1000).toLocaleString();
                        }
                    },
                },
            };
            
            // 根据交易对类型调整配置
            return adjustChartForSymbolType(baseOptions, symbolConfig);
        };
        
        // 创建主图表
        const mainChart = LightweightCharts.createChart(mainChartContainer, createChartOptions(true, 'main'));
        
        // 创建成交量图表 - 只显示底部的时间轴
        const volumeChart = LightweightCharts.createChart(volumeChartContainer, createChartOptions(false, 'volume'));
        
        // 创建ATR图表
        const atrChart = LightweightCharts.createChart(atrChartContainer, createChartOptions(false, 'atr'));
        
        // 创建MACD图表（如果需要）：仅创建新的 ChanMACD 图
        let macdChart = null;
        let chanMacdChart = null;
        if (showMacd) {
            chanMacdChart = LightweightCharts.createChart(chanMacdChartContainer, createChartOptions(false, 'chanmacd'));
        }
        
        // 创建主价格系列并设置数据（支持多种图表类型）
        (function(){
            const klineType = ($('#klineType').val() || 'candlestick');
            // 先清空旧的主系列引用
            tvWidget.series.candleSeries = null;
            tvWidget.series.lineSeries = null;
            tvWidget.series.barSeries = null;
            tvWidget.series.areaSeries = null;
            tvWidget.series.baselineSeries = null;
            tvWidget.series.renkoSeries = null;
        tvWidget.series.heikinSeries = null;

            if (klineType === 'candlestick') {
                const series = mainChart.addCandlestickSeries({
                    upColor: '#28a745',
                    downColor: '#dc3545',
                    borderVisible: false,
                    wickUpColor: '#28a745',
                    wickDownColor: '#dc3545',
                });
                series.setData(candles);
                tvWidget.series.candleSeries = series;
            } else if (klineType === 'renko') {
                const series = mainChart.addCandlestickSeries({
                    upColor: '#28a745',
                    downColor: '#dc3545',
                    borderVisible: false,
                    wickUpColor: '#28a745',
                    wickDownColor: '#dc3545',
                });
                const bricks = buildRenkoFromCandles(candles);
                series.setData(bricks);
                tvWidget.series.renkoSeries = series;
            } else if (klineType === 'heikin') {
                const series = mainChart.addCandlestickSeries({
                    upColor: '#28a745',
                    downColor: '#dc3545',
                    borderVisible: false,
                    wickUpColor: '#28a745',
                    wickDownColor: '#dc3545',
                });
                const hk = buildHeikinFromCandles(candles);
                series.setData(hk);
                tvWidget.series.heikinSeries = series;
            } else if (klineType === 'bar') {
                const series = mainChart.addBarSeries({
                    upColor: '#28a745',
                    downColor: '#dc3545',
                    thinBars: false
                });
                series.setData(candles);
                tvWidget.series.barSeries = series;
            } else if (klineType === 'line') {
                const series = mainChart.addLineSeries({
                    color: '#2962FF',
                    lineWidth: 2,
                    crosshairMarkerVisible: true,
                    lastValueVisible: true,
                    priceLineVisible: true,
                });
                const lineData = candles.map(c => ({ time: c.time, value: c.close }));
                series.setData(lineData);
                tvWidget.series.lineSeries = series;
            } else if (klineType === 'area') {
                const series = mainChart.addAreaSeries({
                    topColor: 'rgba(41, 98, 255, 0.4)',
                    bottomColor: 'rgba(41, 98, 255, 0.0)',
                    lineColor: '#2962FF',
                    lineWidth: 2,
                });
                const areaData = candles.map(c => ({ time: c.time, value: c.close }));
                series.setData(areaData);
                tvWidget.series.areaSeries = series;
            } else if (klineType === 'baseline') {
                const series = mainChart.addBaselineSeries({
                    baseValue: { type: 'price', price: candles.length ? candles[candles.length - 1].close : 0 },
                    topLineColor: '#26a69a',
                    bottomLineColor: '#ef5350',
                    topFillColor1: 'rgba(38, 166, 154, 0.28)',
                    topFillColor2: 'rgba(38, 166, 154, 0.05)',
                    bottomFillColor1: 'rgba(239, 83, 80, 0.28)',
                    bottomFillColor2: 'rgba(239, 83, 80, 0.05)'
                });
                const baseData = candles.map(c => ({ time: c.time, value: c.close }));
                series.setData(baseData);
                tvWidget.series.baselineSeries = series;
            } else if (klineType === 'klc') {
                // KLC显示模式 - 使用蜡烛线显示KLC数据
                const series = mainChart.addCandlestickSeries({
                    upColor: '#28a745',
                    downColor: '#dc3545',
                    borderVisible: false,
                    wickUpColor: '#28a745',
                    wickDownColor: '#dc3545',
                });
                // 使用KLC数据创建蜡烛图
                const klcCandles = buildKLCFromAnalysis(currentData);
                series.setData(klcCandles);
                tvWidget.series.klcSeries = series;
            }
        })();
        
        // 转换成交量数据 - 与K线周期一致
        let volumes = [];
        const volumeDataSource = useSubSubPeriod ? (currentData.sub_sub_kline_data || []) : (useElementPeriod ? currentData.element_kline_data : currentData.kline_data);
        
        console.log('成交量数据源选择:', klinePeriodLabel);
        console.log('成交量数据长度:', volumeDataSource.length);
        
        if (volumeDataSource && Array.isArray(volumeDataSource)) {
            volumes = volumeDataSource.map(kline => {
                // 使用与K线和MACD完全相同的时间戳计算方式
                const timestamp = Math.floor(new Date(kline.date).getTime() / 1000);
                return {
                    time: timestamp,
                    value: parseFloat(kline.volume),
                    color: parseFloat(kline.close) >= parseFloat(kline.open) ? 'rgba(40, 167, 69, 0.5)' : 'rgba(220, 53, 69, 0.5)',
                };
            });
            
            console.log('处理后的成交量数据点数:', volumes.length);
        }
        
        // 添加成交量图表
        const volumeSeries = volumeChart.addHistogramSeries({
            color: '#26a69a',
            priceFormat: {
                type: 'volume',
            },
            title: '成交量',
        });
        volumeSeries.setData(volumes);
        tvWidget.series.volumeSeries = volumeSeries;
        
        // 添加ATR图表
        const atrLineSeries = atrChart.addLineSeries({
            color: '#FF9800',
            lineWidth: 2,
            title: 'ATR',
            lastValueVisible: false,
            priceLineVisible: false,
        });
        
        // 准备ATR数据
        const atrData = [];
        const atrKlineDataSource = useSubSubPeriod ? (currentData.sub_sub_kline_data || []) : (useElementPeriod ? currentData.element_kline_data : currentData.kline_data);
        const atrDataSource = useSubSubPeriod ? (currentData.sub_sub_atr || currentData.atr) : (useElementPeriod ? (currentData.element_atr || currentData.atr) : currentData.atr);
        
        console.log('ATR数据源选择:', klinePeriodLabel);
        console.log('ATR数据长度:', atrDataSource ? atrDataSource.length : 0);
        console.log('K线数据长度:', atrKlineDataSource ? atrKlineDataSource.length : 0);
        
        if (atrDataSource && Array.isArray(atrDataSource) && atrKlineDataSource && Array.isArray(atrKlineDataSource)) {
            // 关键修复：为每个K线时间点都创建ATR数据点，包括没有ATR值的前期数据
            for (let i = 0; i < atrKlineDataSource.length; i++) {
                const kline = atrKlineDataSource[i];
                const timestamp = Math.floor(new Date(kline.date).getTime() / 1000);
                
                // 为每个时间点都添加数据以保持时间轴对齐，但ATR为0时不显示
                if (atrDataSource[i] !== undefined) {
                    if (atrDataSource[i] > 0) {
                        // ATR有效值，正常显示
                        atrData.push({
                            time: timestamp,
                            value: atrDataSource[i]
                        });
                    } else {
                        // ATR为0，添加时间点但不显示线条（使用undefined作为value）
                        atrData.push({
                            time: timestamp,
                            value: undefined
                        });
                    }
                }
            }
            
            console.log('处理后的ATR数据点数:', atrData.length);
            console.log('ATR数据样本:', atrData.slice(0, 5));
        }
        console.log('处理后的ATR数据点数:', atrData.length);
        atrLineSeries.setData(atrData);
        tvWidget.series.atrLineSeries = atrLineSeries;
        
        // 旧 MACD 图已移除，不再绘制（保留占位但彻底禁用）
        if (FEATURES.legacyMacd && showMacd && currentData.macd && currentData.kline_data && Array.isArray(currentData.kline_data)) {
            // 创建MACD线
            const macdLineSeries = macdChart.addLineSeries({
                color: '#2962FF',
                lineWidth: 1,
                title: 'MACD',
                lastValueVisible: false, // 禁用最后值标签，防止遮挡
                priceLineVisible: false, // 禁用价格线
            });
            
            // 创建信号线
            const signalLineSeries = macdChart.addLineSeries({
                color: '#FF6B6B',
                lineWidth: 1,
                title: 'Signal',
                lastValueVisible: false, // 禁用最后值标签，防止遮挡
                priceLineVisible: false, // 禁用价格线
            });
            
            // 创建直方图
            const histogramSeries = macdChart.addHistogramSeries({
                color: '#26a69a',
                title: 'Histogram',
                priceFormat: {
                    type: 'price',
                    precision: 4,
                },
            });
            
            // 提取MACD数据 - 使用和K线数据相同的时间处理逻辑
            const macdData = [];
            const signalData = [];
            const histogramData = [];
            
            // 使用与K线数据相同的数据源来确保时间对齐
            const klineDataSource = useSubSubPeriod ? (currentData.sub_sub_kline_data || []) : (useElementPeriod ? currentData.element_kline_data : currentData.kline_data);
            const macdDataSource = useElementPeriod ? 
                (currentData.element_macd || currentData.macd) : // 如果有次周期MACD数据则使用，否则使用主周期
                currentData.macd; // 主周期使用主周期MACD数据
            
            console.log('MACD数据源选择:', useElementPeriod ? '次周期' : '主周期');
            console.log('K线数据长度:', klineDataSource.length);
            console.log('MACD数据:', macdDataSource);
            
            for (let i = 0; i < klineDataSource.length; i++) {
                const kline = klineDataSource[i];
                // 使用与K线完全相同的时间戳计算方式
                const timestamp = Math.floor(new Date(kline.date).getTime() / 1000);
                
                if (macdDataSource && macdDataSource.macd && macdDataSource.macd[i] !== undefined) {
                    macdData.push({
                        time: timestamp,
                        value: macdDataSource.macd[i]
                    });
                    
                    signalData.push({
                        time: timestamp,
                        value: macdDataSource.signal[i]
                    });
                    
                    // 设置直方图颜色
                    const histValue = macdDataSource.histogram[i];
                    histogramData.push({
                        time: timestamp,
                        value: histValue,
                        color: histValue >= 0 ? 'rgba(40, 167, 69, 0.5)' : 'rgba(220, 53, 69, 0.5)'
                    });
                }
            }
            
            console.log('处理后的MACD数据点数:', macdData.length);
            
            macdLineSeries.setData(macdData);
            signalLineSeries.setData(signalData);
            histogramSeries.setData(histogramData);
            
            tvWidget.series.macdLineSeries = macdLineSeries;
            tvWidget.series.signalLineSeries = signalLineSeries;
            tvWidget.series.histogramSeries = histogramSeries;
        }
        // 添加ChanMACD图表
        console.log('ChanMACD图表创建条件检查:', {
            showMacd: showMacd,
            chanMacdChart: !!chanMacdChart,
            hasMacd: !!currentData.macd,
            hasKlineData: !!currentData.kline_data,
            isArray: Array.isArray(currentData.kline_data)
        });
        // 在创建 ChanMACD 前，确保一次性同步 U 显示开关到全局（默认不显示）
        if (typeof window.showUOnMain === 'undefined') {
            window.showUOnMain = $('#toggleUOnMain').is(':checked');
        }
        if (typeof window.showUOnElement === 'undefined') {
            window.showUOnElement = $('#toggleUOnElement').is(':checked');
        }
        if (typeof window.showUOnSubSub === 'undefined') {
            window.showUOnSubSub = $('#toggleUOnSubSub').is(':checked');
        }
        if (showMacd && chanMacdChart && ((useSubSubPeriod && currentData.sub_sub_macd) || (useElementPeriod && currentData.element_macd) || currentData.macd) && (useSubSubPeriod ? (currentData.sub_sub_kline_data || []) : (useElementPeriod ? currentData.element_kline_data : currentData.kline_data))) {
            console.log('✅ 开始创建 ChanMACD 系列');
            // 创建ChanMACD线系列
            const chanMacdLineSeries = chanMacdChart.addLineSeries({
                color: '#2962FF',
                lineWidth: 1,
                title: 'ChanMACD',
                lastValueVisible: false,
                priceLineVisible: false,
            });
            
            // 创建ChanMACD信号线系列  
            const chanMacdSignalSeries = chanMacdChart.addLineSeries({
                color: '#FF6B6B',
                lineWidth: 1,
                title: 'ChanSignal',
                lastValueVisible: false,
                priceLineVisible: false,
            });
            
            // 创建ChanMACD柱状图系列
            const chanMacdHistSeries = chanMacdChart.addHistogramSeries({
                color: '#26a69a',
                title: 'ChanHistogram',
                priceFormat: {
                    type: 'price',
                    precision: 4,
                },
            });
            
            // 设置ChanMACD图表的字体大小
            chanMacdChart.applyOptions({
                layout: {
                    fontSize: 10, // 设置更小的字体大小
                },
                rightPriceScale: {
                    fontSize: 10, // 设置右侧价格轴的字体大小
                },
                timeScale: {
                    fontSize: 10, // 设置时间轴的字体大小
                },
            });
            
            // 使用与主图一致的数据源（小周期开启时使用小周期MACD与K线）
            const klineDataSource = useSubSubPeriod ? (currentData.sub_sub_kline_data || []) : (useElementPeriod ? currentData.element_kline_data : currentData.kline_data);
            const macdDataSource = useSubSubPeriod ? (currentData.sub_sub_macd || currentData.macd) : (useElementPeriod ? (currentData.element_macd || currentData.macd) : currentData.macd);
            
            // 准备ChanMACD数据
            const chanMacdData = [];
            const chanSignalData = [];
            const chanHistData = [];
            
            console.log('ChanMACD数据源检查:', {
                klineDataSourceLength: klineDataSource.length,
                macdDataSource: !!macdDataSource,
                macdLength: macdDataSource ? macdDataSource.macd.length : 0
            });
            
            console.log('ChanMACD数据源检查:', {
                klineDataSourceLength: klineDataSource.length,
                macdDataSource: !!macdDataSource,
                macdLength: macdDataSource ? macdDataSource.macd.length : 0
            });
            
            for (let i = 0; i < klineDataSource.length; i++) {
                const kline = klineDataSource[i];
                if (kline && kline.date && 
                    i < macdDataSource.macd.length && 
                    macdDataSource.macd[i] !== null && macdDataSource.macd[i] !== undefined) {
                    
                    // 使用与K线完全相同的时间戳计算方式
                    const timestamp = Math.floor(new Date(kline.date).getTime() / 1000);
                    
                    chanMacdData.push({
                        time: timestamp,
                        value: macdDataSource.macd[i]
                    });
                    
                    chanSignalData.push({
                        time: timestamp,
                        value: macdDataSource.signal[i]
                    });
                    
                    chanHistData.push({
                        time: timestamp,
                        value: macdDataSource.histogram[i],
                        color: macdDataSource.histogram[i] >= 0 ? 'rgba(40, 167, 69, 0.5)' : 'rgba(220, 53, 69, 0.5)'
                    });
                }
            }
            
            console.log('ChanMACD数据处理完成:', {
                chanMacdDataLength: chanMacdData.length,
                chanSignalDataLength: chanSignalData.length,
                chanHistDataLength: chanHistData.length,
                sampleData: chanMacdData.length > 0 ? chanMacdData[0] : null
            });
            
            // 设置ChanMACD数据
            console.log('ChanMACD数据长度:', chanMacdData.length, chanSignalData.length, chanHistData.length);
            
            if (chanMacdData.length > 0) {
                chanMacdLineSeries.setData(chanMacdData);
                chanMacdSignalSeries.setData(chanSignalData);
                chanMacdHistSeries.setData(chanHistData);
                console.log('✅ ChanMACD数据设置成功');
            } else {
                console.warn('⚠️ ChanMACD数据为空，无法设置数据');
            }
            
            // 保存到tvWidget
            tvWidget.series.chanMacdLineSeries = chanMacdLineSeries;
            tvWidget.series.chanMacdSignalSeries = chanMacdSignalSeries;
            tvWidget.series.chanMacdHistSeries = chanMacdHistSeries;
            
            console.log('✅ ChanMACD图表系列已保存到tvWidget');
            
            // 添加ChanMACD分析标注
            // 根据主/次周期开关与各自的"显示U"独立控制
            const cm = useSubSubPeriod ? (currentData.sub_sub_chan_macd || currentData.chan_macd) : (useElementPeriod ? (currentData.element_chan_macd || currentData.chan_macd) : currentData.chan_macd);
            // 默认不显示，必须用户勾选对应复选框
            const allowU = useSubSubPeriod ? !!window.showUOnSubSub : (useElementPeriod ? !!window.showUOnElement : !!window.showUOnMain);
            if (cm && allowU) {
                console.log('添加ChanMACD分析标注:', {
                    segListLength: cm.seg_list ? cm.seg_list.length : 0,
                    unittfListLength: cm.unittf_list ? cm.unittf_list.length : 0,
                    histsetListLength: cm.histset_list ? cm.histset_list.length : 0
                });
                
                // 详细检查段数据
                if (cm.seg_list && cm.seg_list.length > 0) {
                    console.log('段数据详情:', cm.seg_list.slice(0, 3)); // 显示前3个段
                } else {
                    console.log('⚠️ 段数据为空或不存在');
                }
                
                addAllChanMacdMarkers(
                    cm.seg_list || [], 
                    cm.unittf_list || [], 
                    cm.histset_list || [],
                    {
                        high_position_list: cm.high_position_list || [],
                        high_empty_list: cm.high_empty_list || [],
                        low_position_list: cm.low_position_list || [],
                        low_empty_list: cm.low_empty_list || [],
                        return_zero_list: cm.return_zero_list || [],
                        cross0_up_list: cm.cross0_up_list || [],
                        cross0_down_list: cm.cross0_down_list || []
                    }
                );

                // 同时从主/次周期的 klu_list 提取 SD/CD 标记，分别使用不同样式
                try {
                    const mainCm = currentData.chan_macd || {};
                    const elementCm = currentData.element_chan_macd || {};

                    const mainMarkers = [];
                    const elementMarkers = [];

                    // 基于时间构建 MACD 值映射，便于按时间快速获取对应的 MACD 值
                    const buildMacdTimeMap = (macdObj, klineArr) => {
                        const map = new Map();
                        if (!macdObj || !klineArr || !Array.isArray(klineArr)) return map;
                        for (let i = 0; i < klineArr.length; i++) {
                            const k = klineArr[i];
                            if (!k || !k.date) continue;
                            const t = Math.floor(new Date(k.date).getTime() / 1000);
                            const val = (macdObj.macd && macdObj.macd[i] !== undefined && macdObj.macd[i] !== null) ? macdObj.macd[i] : null;
                            map.set(t, val);
                        }
                        return map;
                    };
                    const mainMacdMap = buildMacdTimeMap(currentData.macd, currentData.kline_data);
                    const elementMacdMap = buildMacdTimeMap(
                        (currentData.element_macd || currentData.macd),
                        (currentData.element_kline_data || currentData.kline_data)
                    );

                    // 主周期 U 标记（蓝/橙，与原样式一致）
                    if (window.showUOnMain && Array.isArray(mainCm.klu_list)) {
                        mainCm.klu_list.forEach((item) => {
                            if (!item || !item.time) return;
                            const ts = Math.floor(new Date(item.time).getTime() / 1000);
                            if (isNaN(ts)) return;
                            if (Number(item.separate_div) > 0) {
                                const macdVal = mainMacdMap.get(ts);
                                const posSd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'aboveBar';
                                mainMarkers.push({ time: ts, position: posSd, color: '#03a9f4', shape: 'arrowUp', text: `SD${Number(item.separate_div)}`, size: 0.6 });
                            }
                            if (item.continue_div === true) {
                                const macdVal = mainMacdMap.get(ts);
                                const posCd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'belowBar';
                                mainMarkers.push({ time: ts, position: posCd, color: '#ff9800', shape: 'arrowDown', text: 'CD', size: 0.6 });
                            }
                            if (item.near0_return && Number(item.near0_return) > 0) {
                                mainMarkers.push({ time: ts, position: 'belowBar', color: '#8bc34a', shape: 'circle', text: `${Number(item.near0_return)}`, size: 0.6 });
                            }
                        });
                    }

                    // 次周期 U 标记（使用不同配色以区分）
                    if (window.showUOnElement && Array.isArray(elementCm.klu_list)) {
                        elementCm.klu_list.forEach((item) => {
                            if (!item || !item.time) return;
                            const ts = Math.floor(new Date(item.time).getTime() / 1000);
                            if (isNaN(ts)) return;
                            if (Number(item.separate_div) > 0) {
                                const macdVal = elementMacdMap.get(ts);
                                const posSd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'aboveBar';
                                elementMarkers.push({ time: ts, position: posSd, color: '#9c27b0', shape: 'arrowUp', text: `SD${Number(item.separate_div)}`, size: 0.6 });
                            }
                            if (item.continue_div === true) {
                                const macdVal = elementMacdMap.get(ts);
                                const posCd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'belowBar';
                                elementMarkers.push({ time: ts, position: posCd, color: '#4caf50', shape: 'arrowDown', text: 'CD', size: 0.6 });
                            }
                            if (item.near0_return && Number(item.near0_return) > 0) {
                                elementMarkers.push({ time: ts, position: 'belowBar', color: '#009688', shape: 'circle', text: `${Number(item.near0_return)}`, size: 0.6 });
                            }
                        });
                    }

                    const subSubCm = currentData.sub_sub_chan_macd || {};
                    const subSubMarkers = [];
                    const subSubMacdMap = buildMacdTimeMap(currentData.macd, currentData.kline_data);
                    if (window.showUOnSubSub && Array.isArray(subSubCm.klu_list)) {
                        subSubCm.klu_list.forEach((item) => {
                            if (!item || !item.time) return;
                            const ts = Math.floor(new Date(item.time).getTime() / 1000);
                            if (isNaN(ts)) return;
                            if (Number(item.separate_div) > 0) {
                                const macdVal = subSubMacdMap.get(ts);
                                const posSd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'aboveBar';
                                subSubMarkers.push({ time: ts, position: posSd, color: '#00897b', shape: 'arrowUp', text: `SD${Number(item.separate_div)}`, size: 0.6 });
                            }
                            if (item.continue_div === true) {
                                const macdVal = subSubMacdMap.get(ts);
                                const posCd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'belowBar';
                                subSubMarkers.push({ time: ts, position: posCd, color: '#26a69a', shape: 'arrowDown', text: 'CD', size: 0.6 });
                            }
                            if (item.near0_return && Number(item.near0_return) > 0) {
                                subSubMarkers.push({ time: ts, position: 'belowBar', color: '#00695c', shape: 'circle', text: `${Number(item.near0_return)}`, size: 0.6 });
                            }
                        });
                    }
                    window.kluDivMarkersSubSub = subSubMarkers;

                    // 保存到全局，供主图合并标记使用
                    window.kluDivMarkersMain = mainMarkers;
                    window.kluDivMarkersElement = elementMarkers;
                } catch (e) {
                    console.warn('处理 KLU 背驰标记出错:', e);
                    window.kluDivMarkersMain = [];
                    window.kluDivMarkersElement = [];
                    window.kluDivMarkersSubSub = [];
                }
            } else {
                console.log('⚠️ 没有ChanMACD分析数据');
                // 无数据时清空本次的 KLU 背驰标记
                window.kluDivMarkersMain = [];
                window.kluDivMarkersElement = [];
                window.kluDivMarkersSubSub = [];
            }
        } else {
            console.log('⚠️ ChanMACD图表创建条件不满足');
        }
        // 独立于当前显示周期：计算主/次周期 SD/CD 标记（用于主图合并显示）
        try {
            const mainCmAll = currentData.chan_macd || {};
            const elementCmAll = currentData.element_chan_macd || {};
            const mainMarkersAll = [];
            const elementMarkersAll = [];

            // 构建 MACD 时间映射，用于依据 MACD 正负决定 SD/CD 的显示上下位置
            const buildMacdTimeMapAll = (macdObj, klineArr) => {
                const map = new Map();
                if (!macdObj || !klineArr || !Array.isArray(klineArr)) return map;
                for (let i = 0; i < klineArr.length; i++) {
                    const k = klineArr[i];
                    if (!k || !k.date) continue;
                    const t = Math.floor(new Date(k.date).getTime() / 1000);
                    const val = (macdObj.macd && macdObj.macd[i] !== undefined && macdObj.macd[i] !== null) ? macdObj.macd[i] : null;
                    map.set(t, val);
                }
                return map;
            };
            const mainMacdMapAll = buildMacdTimeMapAll(currentData.macd, currentData.kline_data);
            const elementMacdMapAll = buildMacdTimeMapAll(
                (currentData.element_macd || currentData.macd),
                (currentData.element_kline_data || currentData.kline_data)
            );
            if ((typeof window.showUOnMain === 'undefined' ? false : window.showUOnMain) && Array.isArray(mainCmAll.klu_list)) {
                mainCmAll.klu_list.forEach((item) => {
                    if (!item || !item.time) return;
                    const ts = Math.floor(new Date(item.time).getTime() / 1000);
                    if (isNaN(ts)) return;
                    if (Number(item.separate_div) > 0) {
                        const macdVal = mainMacdMapAll.get(ts);
                        const posSd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'aboveBar';
                        mainMarkersAll.push({ time: ts, position: posSd, color: '#03a9f4', shape: 'arrowUp', text: `SD${Number(item.separate_div)}`, size: 0.6 });
                    }
                    if (item.continue_div === true) {
                        const macdVal = mainMacdMapAll.get(ts);
                        const posCd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'belowBar';
                        mainMarkersAll.push({ time: ts, position: posCd, color: '#ff9800', shape: 'arrowDown', text: 'CD', size: 0.6 });
                    }
                    if (item.near0_return && Number(item.near0_return) > 0) {
                        mainMarkersAll.push({ time: ts, position: 'belowBar', color: '#8bc34a', shape: 'circle', text: `${Number(item.near0_return)}`, size: 0.6 });
                    }
                });
            }
            if ((typeof window.showUOnElement === 'undefined' ? false : window.showUOnElement) && Array.isArray(elementCmAll.klu_list)) {
                elementCmAll.klu_list.forEach((item) => {
                    if (!item || !item.time) return;
                    const ts = Math.floor(new Date(item.time).getTime() / 1000);
                    if (isNaN(ts)) return;
                    if (Number(item.separate_div) > 0) {
                        const macdVal = elementMacdMapAll.get(ts);
                        const posSd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'aboveBar';
                        elementMarkersAll.push({ time: ts, position: posSd, color: '#9c27b0', shape: 'arrowUp', text: `SD${Number(item.separate_div)}`, size: 0.6 });
                    }
                    if (item.continue_div === true) {
                        const macdVal = elementMacdMapAll.get(ts);
                        const posCd = (macdVal > 0) ? 'aboveBar' : (macdVal < 0) ? 'belowBar' : 'belowBar';
                        elementMarkersAll.push({ time: ts, position: posCd, color: '#4caf50', shape: 'arrowDown', text: 'CD', size: 0.6 });
                    }
                    if (item.near0_return && Number(item.near0_return) > 0) {
                        elementMarkersAll.push({ time: ts, position: 'belowBar', color: '#009688', shape: 'circle', text: `${Number(item.near0_return)}`, size: 0.6 });
                    }
                });
            }
            window.kluDivMarkersMain = mainMarkersAll;
            window.kluDivMarkersElement = elementMarkersAll;
            const subSubCmAll = currentData.sub_sub_chan_macd || {};
            const subSubMarkersAll = [];
            if (window.showUOnSubSub && Array.isArray(subSubCmAll.klu_list)) {
                subSubCmAll.klu_list.forEach((item) => {
                    if (!item || !item.time) return;
                    const ts = Math.floor(new Date(item.time).getTime() / 1000);
                    if (isNaN(ts)) return;
                    if (Number(item.separate_div) > 0) {
                        subSubMarkersAll.push({ time: ts, position: 'aboveBar', color: '#00897b', shape: 'arrowUp', text: `SD${Number(item.separate_div)}`, size: 0.6 });
                    }
                    if (item.continue_div === true) {
                        subSubMarkersAll.push({ time: ts, position: 'belowBar', color: '#26a69a', shape: 'arrowDown', text: 'CD', size: 0.6 });
                    }
                    if (item.near0_return && Number(item.near0_return) > 0) {
                        subSubMarkersAll.push({ time: ts, position: 'belowBar', color: '#00695c', shape: 'circle', text: `${Number(item.near0_return)}`, size: 0.6 });
                    }
                });
            }
            window.kluDivMarkersSubSub = subSubMarkersAll;
        } catch (e) {
            console.warn('独立计算 KLU 背驰标记出错:', e);
            window.kluDivMarkersMain = [];
            window.kluDivMarkersElement = [];
            window.kluDivMarkersSubSub = [];
        }

        // 实现三图联动滚动
        
        // 同步图表的时间范围
        function syncCharts(sourceChart, sourceContainer) {
            // 防止无限循环 - 使用更精确的检查
            if (syncInProgress) {
                console.log('🔄 同步正在进行中，跳过此次同步');
                return;
            }
            
            syncInProgress = true;
            console.log('🚀 开始同步图表，来源:', 
                sourceChart === mainChart ? '主图' : 
                sourceChart === volumeChart ? '成交量图' : 
                sourceChart === atrChart ? 'ATR图' : 
                sourceChart === macdChart ? 'MACD图' : 
                sourceChart === chanMacdChart ? 'ChanMACD图' : '未知图表');
            
            try {
                if (sourceChart && sourceChart.timeScale) {
                    const logicalRange = sourceChart.timeScale().getVisibleLogicalRange();
                    
                    if (logicalRange && logicalRange.from !== undefined && logicalRange.to !== undefined) {
                        console.log('📊 同步时间范围:', logicalRange);
                        
                        // 同步主图
                        if (sourceChart !== mainChart && mainChart && mainChart.timeScale) {
                            try {
                                mainChart.timeScale().setVisibleLogicalRange(logicalRange);
                                console.log('✅ 主图同步完成');
                            } catch (e) {
                                console.error('❌ 主图同步失败:', e);
                            }
                        }
                        
                        // 同步成交量图
                        if (sourceChart !== volumeChart && volumeChart && volumeChart.timeScale) {
                            try {
                                volumeChart.timeScale().setVisibleLogicalRange(logicalRange);
                                console.log('✅ 成交量图同步完成');
                            } catch (e) {
                                console.error('❌ 成交量图同步失败:', e);
                            }
                        }
                        
                        // 同步ATR图
                        if (sourceChart !== atrChart && atrChart && atrChart.timeScale) {
                            try {
                                atrChart.timeScale().setVisibleLogicalRange(logicalRange);
                                console.log('✅ ATR图同步完成');
                            } catch (e) {
                                console.error('❌ ATR图同步失败:', e);
                            }
                        }
                        
                        // 同步MACD图
                        if (showMacd && macdChart && sourceChart !== macdChart && macdChart.timeScale) {
                            try {
                                macdChart.timeScale().setVisibleLogicalRange(logicalRange);
                                console.log('✅ MACD图同步完成');
                            } catch (e) {
                                console.error('❌ MACD图同步失败:', e);
                            }
                        }
                        
                        // 同步ChanMACD图
                        if (showMacd && chanMacdChart && sourceChart !== chanMacdChart && chanMacdChart.timeScale) {
                            try {
                                chanMacdChart.timeScale().setVisibleLogicalRange(logicalRange);
                                console.log('✅ ChanMACD图同步完成');
                            } catch (e) {
                                console.error('❌ ChanMACD图同步失败:', e);
                            }
                        }
                        
                        // 保存当前的可见范围到全局状态
                        if (tvWidget && tvWidget.state) {
                            tvWidget.state.logicalRange = logicalRange;
                        }
                    } else {
                        console.warn('⚠️ 无效的逻辑范围:', logicalRange);
                    }
                } else {
                    console.warn('⚠️ 无效的源图表或时间刻度');
                }
            } catch (e) {
                console.error('💥 同步图表出错:', e);
            }
            
            // 立即重置同步标志，提高响应速度
            setTimeout(() => { 
                syncInProgress = false; 
                console.log('🔓 同步标志已重置');
            }, 1);
        }
        
        // 用于跟踪所有图表的拖动状态
        let localDragStates = {
            main: false,
            volume: false,
            atr: false,
            macd: false,
            chanmacd: false
        };
        
        // 全局鼠标抬起事件（只添加一次）
        document.addEventListener('mouseup', () => {
            // 重置所有拖动状态
            Object.keys(localDragStates).forEach(key => {
                if (localDragStates[key]) {
                    console.log(`全局鼠标抬起，重置${key}图表拖动状态`);
                    localDragStates[key] = false;
                }
            });
        });
        
        // 为每个图表添加事件监听
        const addChartSyncEvents = (chartContainer, chart) => {
            console.log('为图表添加同步事件监听:', 
                chart === mainChart ? '主图' : 
                chart === volumeChart ? '成交量图' : 
                chart === atrChart ? 'ATR图' : 
                chart === macdChart ? 'MACD图' : 
                chart === chanMacdChart ? 'ChanMACD图' : '未知图表');
            
            // 确定当前图表类型
            const chartType = chart === mainChart ? 'main' : 
                            chart === volumeChart ? 'volume' : 
                            chart === atrChart ? 'atr' : 
                            chart === macdChart ? 'macd' : 
                            chart === chanMacdChart ? 'chanmacd' : 'unknown';
            
            // 使用LightweightCharts内置的时间范围变化事件（这是最可靠的方法）
            chart.timeScale().subscribeVisibleTimeRangeChange(() => {
                // 使用图表特定的同步标志防止递归
                if (!syncInProgress) {
                    console.log('✅ 检测到时间范围变化，触发同步:', chartType, '当前范围:', chart.timeScale().getVisibleLogicalRange());
                    syncCharts(chart, chartContainer);
                } else {
                    console.log('⏸️ 同步进行中，跳过时间范围变化事件:', chartType);
                }
            });
            
            // 备用的DOM事件监听（用于调试和额外保障）
            let isScrolling = false;
            
            // 鼠标按下事件
            chartContainer.addEventListener('mousedown', (e) => {
                localDragStates[chartType] = true;
                console.log('鼠标按下开始拖动:', chartType);
            });
            
            // 鼠标抬起事件
            chartContainer.addEventListener('mouseup', (e) => {
                if (localDragStates[chartType]) {
                    localDragStates[chartType] = false;
                    console.log('鼠标抬起，结束拖动:', chartType);
                }
            });
            
            // 鼠标离开事件
            chartContainer.addEventListener('mouseleave', (e) => {
                if (localDragStates[chartType]) {
                    localDragStates[chartType] = false;
                    console.log('鼠标离开容器，结束拖动:', chartType);
                }
            });
            
            // 滚轮缩放事件（保持原有逻辑）
            chartContainer.addEventListener('wheel', (e) => {
                if (!isScrolling) {
                    isScrolling = true;
                    console.log('滚轮缩放:', chartType);
                    setTimeout(() => {
                        if (!syncInProgress) {
                            syncCharts(chart, chartContainer);
                        }
                        isScrolling = false;
                    }, 50);
                }
            });
        };
        
        // 添加事件监听
        addChartSyncEvents(mainChartContainer, mainChart);
        addChartSyncEvents(volumeChartContainer, volumeChart);
        addChartSyncEvents(atrChartContainer, atrChart);
        if (showMacd && macdChart) {
            addChartSyncEvents(macdChartContainer, macdChart);
        }
        if (showMacd && chanMacdChart) {
            addChartSyncEvents(chanMacdChartContainer, chanMacdChart);
        }
        
        // 窗口大小变化时重绘图表
        window.addEventListener('resize', () => {
            // 调整主图大小
            mainChart.applyOptions({
                width: mainChartContainer.clientWidth,
                height: mainChartContainer.clientHeight
            });
            
            // 调整成交量图大小
            volumeChart.applyOptions({
                width: volumeChartContainer.clientWidth,
                height: volumeChartContainer.clientHeight
            });
            
            // 调整ATR图大小
            atrChart.applyOptions({
                width: atrChartContainer.clientWidth,
                height: atrChartContainer.clientHeight
            });
            
            // 调整MACD图大小
            if (showMacd && macdChart && macdChartContainer) {
                macdChart.applyOptions({
                    width: macdChartContainer.clientWidth,
                    height: macdChartContainer.clientHeight
                });
            }
            
            // 调整ChanMACD图大小
            if (showMacd && chanMacdChart && chanMacdChartContainer) {
                chanMacdChart.applyOptions({
                    width: chanMacdChartContainer.clientWidth,
                    height: chanMacdChartContainer.clientHeight
                });
            }
            
            // 重新同步 - 使用主图作为同步源
            setTimeout(() => {
                if (mainChart) {
                    syncCharts(mainChart, mainChartContainer);
                }
            }, 200);
        });
        // 显示笔的绘制 - 分别处理主周期、次周期和次次周期
        if ($('#showMainBi').is(':checked') || $('#showElementBi').is(':checked') || $('#showSubSubBi').is(':checked')) {
            console.log('绘制笔 - 已启用');
            let biLines = [];
            
            // 主周期笔
            if ($('#showMainBi').is(':checked') && currentData.bi_list && currentData.bi_list.length > 0) {
                console.log(`绘制主周期笔数据，共${currentData.bi_list.length}条`);
                
                // 清空已有的主周期笔系列
                tvWidget.series.mainBiSeries = [];
                tvWidget.series.mainUncompletedBiSeries = [];
                
                // 遍历处理每个笔
                currentData.bi_list.forEach(function(bi) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(bi.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(bi.end_time).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('主周期笔时间转换错误:', bi.start_time, bi.end_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(bi.start_price);
                        const endPrice = parseFloat(bi.end_price);
                        
                        if (isNaN(startPrice) || isNaN(endPrice)) {
                            console.error('主周期笔价格转换错误:', bi.start_price, bi.end_price);
                            return;
                        }
                        
                        // 添加线段
                        biLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: bi.direction === 1 ? '#dc3545' : '#28a745',  // 主周期笔颜色
                            lineWidth: 1,
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.mainBiSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: bi.direction === 1 ? '#dc3545' : '#28a745',
                            lineWidth: 1
                        });
                        
                        // 在笔的末端添加macd_div值标记
                        if (bi.macd_div && bi.macd_div !== 0 && $('#showMainMacdDiv').is(':checked')) {
                            console.log(`添加主周期macd_div标记: ${bi.macd_div.toFixed(2)}, 在时间点: ${endTime}`);
                            
                            const macdDivLabel = mainChart.addLineSeries({
                                lastValueVisible: false,
                                priceLineVisible: false,
                                color: 'transparent', // 设置为透明色
                                lineWidth: 0, // 线宽为0
                            });
                            
                            // 添加一个透明的数据点用于承载标记
                            macdDivLabel.setData([
                                { time: endTime, value: endPrice }
                            ]);
                            
                            // 主周期MACD背离标记根据笔方向显示，远离K线避免与分型重叠
                            const markerPosition = bi.direction === 1 ? 'aboveBar' : 'belowBar';
                            const textColor = bi.macd_div > 0 ? '#dc3545' : '#28a745';
                            
                            // 只使用标记，不添加数据点
                            macdDivLabel.setMarkers([
                                {
                                    time: endTime,
                                    position: markerPosition,
                                    color: textColor,
                                    text: `${bi.macd_div.toFixed(2)}`, // 添加M前缀区分
                                    size: 0.6, // 更小的尺寸，远离分型标记
                                }
                            ]);
                        }
                    } catch (e) {
                        console.error('主周期笔处理出错:', e);
                    }
                });
            }
            
            // 次周期笔
            if ($('#showElementBi').is(':checked') && currentData.element_bi_list && currentData.element_bi_list.length > 0) {
                console.log(`绘制次周期笔数据，共${currentData.element_bi_list.length}条`);
                
                // 清空已有的次周期笔系列
                tvWidget.series.elementBiSeries = [];
                tvWidget.series.elementUncompletedBiSeries = [];
                
                currentData.element_bi_list.forEach(function(bi) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(bi.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(bi.end_time).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('次周期笔时间转换错误:', bi.start_time, bi.end_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(bi.start_price);
                        const endPrice = parseFloat(bi.end_price);
                        
                        if (isNaN(startPrice) || isNaN(endPrice)) {
                            console.error('次周期笔价格转换错误:', bi.start_price, bi.end_price);
                            return;
                        }
                        
                        // 添加线段
                        biLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: bi.direction === 1 ? '#9c27b0' : '#673ab7',  // 次周期笔颜色
                            lineWidth: 1,
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.elementBiSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: bi.direction === 1 ? '#9c27b0' : '#673ab7',
                            lineWidth: 1
                        });
                        
                        // 在笔的末端添加macd_div值标记
                        if (bi.macd_div && bi.macd_div !== 0 && $('#showElementMacdDiv').is(':checked')) {
                            console.log(`添加元素周期macd_div标记: ${bi.macd_div.toFixed(2)}, 在时间点: ${endTime}`);
                            
                            const macdDivLabel = mainChart.addLineSeries({
                                lastValueVisible: false,
                                priceLineVisible: false,
                                color: 'transparent', // 设置为透明色
                                lineWidth: 0, // 线宽为0
                            });
                            
                            // 添加一个透明的数据点用于承载标记
                            macdDivLabel.setData([
                                { time: endTime, value: endPrice }
                            ]);
                            
                            // 次周期MACD背离标记使用不同位置，进一步避免重叠
                            const markerPosition = bi.direction === 1 ? 'aboveBar' : 'belowBar';
                            const textColor = bi.macd_div > 0 ? '#9c27b0' : '#673ab7';
                            
                            // 只使用标记，不添加数据点
                            macdDivLabel.setMarkers([
                                {
                                    time: endTime,
                                    position: markerPosition,
                                    color: textColor,
                                    text: `${bi.macd_div.toFixed(2)}`, // 添加E前缀区分次周期
                                    size: 0.4, // 更小的尺寸，让分型标记有更多空间
                                }
                            ]);
                        }
                    } catch (e) {
                        console.error('次周期笔处理出错:', e);
                    }
                });
            }
            
            // 绘制未完成笔 - 主周期
            if ($('#showMainBi').is(':checked') && currentData.uncompleted_bi_list && currentData.uncompleted_bi_list.length > 0) {
                console.log(`绘制主周期未完成笔数据，共${currentData.uncompleted_bi_list.length}条`);
                
                currentData.uncompleted_bi_list.forEach(function(bi) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(bi.start_time).getTime() / 1000);
                        // 未完成笔的结束时间设为当前K线的最后时间
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('主周期未完成笔时间转换错误:', bi.start_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(bi.start_price);
                        
                        if (isNaN(startPrice)) {
                            console.error('主周期未完成笔价格转换错误:', bi.start_price);
                            return;
                        }
                        
                        // 根据笔的方向确定终点价格
                        let endPrice;
                        const latestKline = currentData.kline_data[currentData.kline_data.length-1];
                        if (bi.direction === 1) {
                            // 向上笔，终点为最新K线的最高点
                            endPrice = parseFloat(latestKline.high);
                        } else {
                            // 向下笔，终点为最新K线的最低点
                            endPrice = parseFloat(latestKline.low);
                        }
                        
                        // 添加未完成笔（红色虚线）
                        biLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: '#FF0000',  // 红色
                            lineWidth: 1,
                            lineStyle: 2  // 虚线
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.mainUncompletedBiSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: '#FF0000',
                            lineWidth: 1,
                            lineStyle: 2
                        });
                    } catch (e) {
                        console.error('主周期未完成笔处理出错:', e);
                    }
                });
            }
            
            // 绘制未完成笔 - 次周期
            if ($('#showElementBi').is(':checked') && currentData.element_uncompleted_bi_list && currentData.element_uncompleted_bi_list.length > 0) {
                console.log(`绘制次周期未完成笔数据，共${currentData.element_uncompleted_bi_list.length}条`);
                
                currentData.element_uncompleted_bi_list.forEach(function(bi) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(bi.start_time).getTime() / 1000);
                        // 未完成笔的结束时间设为当前K线的最后时间
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('次周期未完成笔时间转换错误:', bi.start_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(bi.start_price);
                        
                        if (isNaN(startPrice)) {
                            console.error('次周期未完成笔价格转换错误:', bi.start_price);
                            return;
                        }
                        
                        // 根据笔的方向确定终点价格
                        let endPrice;
                        const latestKline = currentData.kline_data[currentData.kline_data.length-1];
                        if (bi.direction === 1) {
                            // 向上笔，终点为最新K线的最高点
                            endPrice = parseFloat(latestKline.high);
                        } else {
                            // 向下笔，终点为最新K线的最低点
                            endPrice = parseFloat(latestKline.low);
                        }
                        
                        // 添加未完成笔（红色虚线）
                        biLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: '#FF0000',  // 红色
                            lineWidth: 1,
                            lineStyle: 2  // 虚线
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.elementUncompletedBiSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: '#FF0000',
                            lineWidth: 1,
                            lineStyle: 2
                        });
                    } catch (e) {
                        console.error('次周期未完成笔处理出错:', e);
                    }
                });
            }
            
            // 次次周期笔
            if ($('#showSubSubBi').is(':checked') && currentData.sub_sub_bi_list && currentData.sub_sub_bi_list.length > 0) {
                tvWidget.series.subSubBiSeries = [];
                tvWidget.series.subSubUncompletedBiSeries = [];
                currentData.sub_sub_bi_list.forEach(function(bi) {
                    try {
                        const startTime = Math.floor(new Date(bi.start_time).getTime() / 1000);
                        const endTime = bi.end_time ? Math.floor(new Date(bi.end_time).getTime() / 1000) : 0;
                        if (isNaN(startTime) || !endTime) return;
                        const startPrice = parseFloat(bi.start_price);
                        const endPrice = parseFloat(bi.end_price);
                        if (isNaN(startPrice) || isNaN(endPrice)) return;
                        biLines.push({
                            startTime: startTime, endTime: endTime, startPrice: startPrice, endPrice: endPrice,
                            color: bi.direction === 1 ? '#00897b' : '#26a69a', lineWidth: 1, lineStyle: 0
                        });
                        tvWidget.series.subSubBiSeries.push({ time: startTime, value: startPrice, color: '#00897b', lineWidth: 1 });
                    } catch (e) { console.error('次次周期笔处理出错:', e); }
                });
            }
            // 次次周期未完成笔
            if ($('#showSubSubBi').is(':checked') && currentData.sub_sub_uncompleted_bi_list && currentData.sub_sub_uncompleted_bi_list.length > 0) {
                if (!tvWidget.series.subSubBiSeries) tvWidget.series.subSubBiSeries = [];
                if (!tvWidget.series.subSubUncompletedBiSeries) tvWidget.series.subSubUncompletedBiSeries = [];
                const klineData = currentData.kline_data || [];
                const lastTime = klineData.length ? Math.floor(new Date(klineData[klineData.length-1].date).getTime() / 1000) : 0;
                currentData.sub_sub_uncompleted_bi_list.forEach(function(bi) {
                    try {
                        const startTime = Math.floor(new Date(bi.start_time).getTime() / 1000);
                        if (isNaN(startTime) || !lastTime) return;
                        const startPrice = parseFloat(bi.start_price);
                        if (isNaN(startPrice)) return;
                        const lastK = klineData[klineData.length-1];
                        const endPrice = bi.direction === 1 ? parseFloat(lastK.high) : parseFloat(lastK.low);
                        biLines.push({
                            startTime: startTime, endTime: lastTime, startPrice: startPrice, endPrice: endPrice,
                            color: '#00695c', lineWidth: 1, lineStyle: 2
                        });
                        tvWidget.series.subSubUncompletedBiSeries.push({ time: startTime, value: startPrice, color: '#00695c', lineWidth: 1, lineStyle: 2 });
                    } catch (e) { console.error('次次周期未完成笔处理出错:', e); }
                });
            }
            
            // 添加所有笔到图表
            // 1m 等小周期叠加到大周期时，笔数量会非常大；每条笔创建一个 series 会导致主图渲染退化
            // 这里限制绘制数量，优先保留最新笔，避免把主K线和其他元素“挤没”
            const MAX_BI_LINE_SERIES = 800;
            if (biLines.length > MAX_BI_LINE_SERIES) {
                console.warn(`BI线条过多(${biLines.length})，仅绘制最新 ${MAX_BI_LINE_SERIES} 条以保障主图稳定`);
            }
            const linesToDraw = biLines.length > MAX_BI_LINE_SERIES
                ? biLines.slice(-MAX_BI_LINE_SERIES)
                : biLines;

            linesToDraw.forEach(line => {
                try {
                    if (!Number.isFinite(line.startTime) || !Number.isFinite(line.endTime)) return;
                    if (!Number.isFinite(line.startPrice) || !Number.isFinite(line.endPrice)) return;
                    if (line.endTime <= line.startTime) return;

                    const lineSeries = mainChart.addLineSeries({
                        color: line.color,
                        lineWidth: line.lineWidth,
                        lineStyle: line.lineStyle || 0,  // 支持虚线样式
                        lastValueVisible: false,
                        priceLineVisible: false,
                    });

                    lineSeries.setData([
                        { time: line.startTime, value: line.startPrice },
                        { time: line.endTime, value: line.endPrice }
                    ]);
                } catch (e) {
                    console.warn('绘制BI线段失败，已跳过单条异常数据:', e);
                }
            });
        } else {
            console.log('绘制笔 - 已禁用');
        }
        // 显示线段的绘制 - 分别处理主周期、次周期和次次周期
        if ($('#showMainSeg').is(':checked') || $('#showElementSeg').is(':checked') || $('#showSubSubSeg').is(':checked')) {
            console.log('绘制线段 - 已启用');
            let segLines = [];
            
            // 主周期线段
            if ($('#showMainSeg').is(':checked') && currentData.seg_list && currentData.seg_list.length > 0) {
                console.log(`绘制主周期线段数据，共${currentData.seg_list.length}条`);
                
                // 清空已有的主周期线段系列
                tvWidget.series.mainSegSeries = [];
                tvWidget.series.mainUncompletedSegSeries = [];
                
                currentData.seg_list.forEach(function(seg) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(seg.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(seg.end_time).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('主周期线段时间转换错误:', seg.start_time, seg.end_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(seg.start_price);
                        const endPrice = parseFloat(seg.end_price);
                        
                        if (isNaN(startPrice) || isNaN(endPrice)) {
                            console.error('主周期线段价格转换错误:', seg.start_price, seg.end_price);
                            return;
                        }
                        
                        // 添加线段
                        segLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: seg.direction === 1 ? '#FF6B6B' : '#4CAF50',  // 主周期线段颜色
                            lineWidth: 2,
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.mainSegSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: seg.direction === 1 ? '#FF6B6B' : '#4CAF50',
                            lineWidth: 2
                        });
                    } catch (e) {
                        console.error('主周期线段处理出错:', e);
                    }
                });
            }
            
            // 次周期线段
            if ($('#showElementSeg').is(':checked') && currentData.element_seg_list && currentData.element_seg_list.length > 0) {
                console.log(`绘制次周期线段数据，共${currentData.element_seg_list.length}条`);
                
                // 清空已有的次周期线段系列
                tvWidget.series.elementSegSeries = [];
                tvWidget.series.elementUncompletedSegSeries = [];
                
                currentData.element_seg_list.forEach(function(seg) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(seg.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(seg.end_time).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('次周期线段时间转换错误:', seg.start_time, seg.end_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(seg.start_price);
                        const endPrice = parseFloat(seg.end_price);
                        
                        if (isNaN(startPrice) || isNaN(endPrice)) {
                            console.error('次周期线段价格转换错误:', seg.start_price, seg.end_price);
                            return;
                        }
                        
                        // 添加线段
                        segLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: seg.direction === 1 ? '#673ab7' : '#9c27b0',  // 次周期线段颜色
                            lineWidth: 2,
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.elementSegSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: seg.direction === 1 ? '#673ab7' : '#9c27b0',
                            lineWidth: 2
                        });
                    } catch (e) {
                        console.error('次周期线段处理出错:', e);
                    }
                });
            }
            
            // 绘制未完成线段 - 主周期
            if ($('#showMainSeg').is(':checked') && currentData.uncompleted_seg_list && currentData.uncompleted_seg_list.length > 0) {
                console.log(`绘制主周期未完成线段数据，共${currentData.uncompleted_seg_list.length}条`);
                
                currentData.uncompleted_seg_list.forEach(function(seg) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(seg.start_time).getTime() / 1000);
                        
                        if (isNaN(startTime)) {
                            console.error('主周期未完成线段时间转换错误:', seg.start_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(seg.start_price);
                        
                        if (isNaN(startPrice)) {
                            console.error('主周期未完成线段价格转换错误:', seg.start_price);
                            return;
                        }
                        
                        let endTime, endPrice;
                        
                        if (seg.end_time && seg.end_price) {
                            // 有结束时间和价格的未完成线段（倒数第二个等）
                            endTime = Math.floor(new Date(seg.end_time).getTime() / 1000);
                            endPrice = parseFloat(seg.end_price);
                            
                            if (isNaN(endTime) || isNaN(endPrice)) {
                                console.error('主周期未完成线段结束时间或价格转换错误:', seg.end_time, seg.end_price);
                                return;
                            }
                        } else {
                            // 没有结束时间和价格的未完成线段（最后一个）
                            endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                            
                            if (isNaN(endTime)) {
                                console.error('主周期未完成线段结束时间转换错误');
                                return;
                            }
                            
                            // 根据线段的方向确定终点价格
                            const latestKline = currentData.kline_data[currentData.kline_data.length-1];
                            if (seg.direction === 1) {
                                // 向上线段，终点为最新K线的最高点
                                endPrice = parseFloat(latestKline.high);
                            } else {
                                // 向下线段，终点为最新K线的最低点
                                endPrice = parseFloat(latestKline.low);
                            }
                        }
                        
                        // 添加未完成线段（红色虚线）
                        segLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: '#FF0000',  // 红色
                            lineWidth: 2,
                            lineStyle: 2  // 虚线
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.mainUncompletedSegSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: '#FF0000',
                            lineWidth: 2,
                            lineStyle: 2
                        });
                    } catch (e) {
                        console.error('主周期未完成线段处理出错:', e);
                    }
                });
            }
            
            // 绘制未完成线段 - 次周期
            if ($('#showElementSeg').is(':checked') && currentData.element_uncompleted_seg_list && currentData.element_uncompleted_seg_list.length > 0) {
                console.log(`绘制次周期未完成线段数据，共${currentData.element_uncompleted_seg_list.length}条`);
                
                currentData.element_uncompleted_seg_list.forEach(function(seg) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(seg.start_time).getTime() / 1000);
                        
                        if (isNaN(startTime)) {
                            console.error('次周期未完成线段时间转换错误:', seg.start_time);
                            return;
                        }
                        
                        const startPrice = parseFloat(seg.start_price);
                        
                        if (isNaN(startPrice)) {
                            console.error('次周期未完成线段价格转换错误:', seg.start_price);
                            return;
                        }
                        
                        let endTime, endPrice;
                        
                        if (seg.end_time && seg.end_price) {
                            // 有结束时间和价格的未完成线段（倒数第二个等）
                            endTime = Math.floor(new Date(seg.end_time).getTime() / 1000);
                            endPrice = parseFloat(seg.end_price);
                            
                            if (isNaN(endTime) || isNaN(endPrice)) {
                                console.error('次周期未完成线段结束时间或价格转换错误:', seg.end_time, seg.end_price);
                                return;
                            }
                        } else {
                            // 没有结束时间和价格的未完成线段（最后一个）
                            endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                            
                            if (isNaN(endTime)) {
                                console.error('次周期未完成线段结束时间转换错误');
                                return;
                            }
                            
                            // 根据线段的方向确定终点价格
                            const latestKline = currentData.kline_data[currentData.kline_data.length-1];
                            if (seg.direction === 1) {
                                // 向上线段，终点为最新K线的最高点
                                endPrice = parseFloat(latestKline.high);
                            } else {
                                // 向下线段，终点为最新K线的最低点
                                endPrice = parseFloat(latestKline.low);
                            }
                        }
                        
                        // 添加未完成线段（红色虚线）
                        segLines.push({
                            startTime: startTime,
                            endTime: endTime,
                            startPrice: startPrice,
                            endPrice: endPrice,
                            color: '#FF0000',  // 红色
                            lineWidth: 2,
                            lineStyle: 2  // 虚线
                        });
                        
                        // 添加到图表对象
                        tvWidget.series.elementUncompletedSegSeries.push({
                            time: startTime,
                            value: startPrice,
                            color: '#FF0000',
                            lineWidth: 2,
                            lineStyle: 2
                        });
                    } catch (e) {
                        console.error('次周期未完成线段处理出错:', e);
                    }
                });
            }
            
            // 次次周期线段
            if ($('#showSubSubSeg').is(':checked') && currentData.sub_sub_seg_list && currentData.sub_sub_seg_list.length > 0) {
                tvWidget.series.subSubSegSeries = [];
                tvWidget.series.subSubUncompletedSegSeries = [];
                currentData.sub_sub_seg_list.forEach(function(seg) {
                    try {
                        const startTime = Math.floor(new Date(seg.start_time).getTime() / 1000);
                        const endTime = seg.end_time ? Math.floor(new Date(seg.end_time).getTime() / 1000) : 0;
                        if (isNaN(startTime) || !endTime) return;
                        const startPrice = parseFloat(seg.start_price);
                        const endPrice = parseFloat(seg.end_price);
                        if (isNaN(startPrice) || isNaN(endPrice)) return;
                        segLines.push({
                            startTime: startTime, endTime: endTime, startPrice: startPrice, endPrice: endPrice,
                            color: seg.direction === 1 ? '#00897b' : '#26a69a', lineWidth: 2, lineStyle: 0
                        });
                        tvWidget.series.subSubSegSeries.push({ time: startTime, value: startPrice, color: '#00897b', lineWidth: 2 });
                    } catch (e) { console.error('次次周期线段处理出错:', e); }
                });
            }
            // 次次周期未完成线段
            if ($('#showSubSubSeg').is(':checked') && currentData.sub_sub_uncompleted_seg_list && currentData.sub_sub_uncompleted_seg_list.length > 0) {
                if (!tvWidget.series.subSubUncompletedSegSeries) tvWidget.series.subSubUncompletedSegSeries = [];
                const klineDataSeg = currentData.kline_data || [];
                const lastTimeSeg = klineDataSeg.length ? Math.floor(new Date(klineDataSeg[klineDataSeg.length-1].date).getTime() / 1000) : 0;
                currentData.sub_sub_uncompleted_seg_list.forEach(function(seg) {
                    try {
                        const startTime = Math.floor(new Date(seg.start_time).getTime() / 1000);
                        if (isNaN(startTime) || !lastTimeSeg) return;
                        const startPrice = parseFloat(seg.start_price);
                        if (isNaN(startPrice)) return;
                        let endTime = lastTimeSeg, endPrice;
                        if (seg.end_time && seg.end_price) {
                            endTime = Math.floor(new Date(seg.end_time).getTime() / 1000);
                            endPrice = parseFloat(seg.end_price);
                        } else {
                            const lastK = klineDataSeg[klineDataSeg.length-1];
                            endPrice = seg.direction === 1 ? parseFloat(lastK.high) : parseFloat(lastK.low);
                        }
                        segLines.push({
                            startTime: startTime, endTime: endTime, startPrice: startPrice, endPrice: endPrice,
                            color: '#00695c', lineWidth: 2, lineStyle: 2
                        });
                        tvWidget.series.subSubUncompletedSegSeries.push({ time: startTime, value: startPrice, color: '#00695c', lineWidth: 2 });
                    } catch (e) { console.error('次次周期未完成线段处理出错:', e); }
                });
            }
            
            // 添加所有线段到图表
            segLines.forEach(line => {
                const lineSeries = mainChart.addLineSeries({
                    color: line.color,
                    lineWidth: line.lineWidth,
                    lineStyle: line.lineStyle || 0,  // 支持虚线样式
                    lastValueVisible: false,
                    priceLineVisible: false,
                });
                
                lineSeries.setData([
                    { time: line.startTime, value: line.startPrice },
                    { time: line.endTime, value: line.endPrice }
                ]);
            });
        } else {
            console.log('绘制线段 - 已禁用');
        }
        // 显示中枢的绘制 - 分别处理主周期、次周期和次次周期（包含BI中枢，沿用同样样式与开关）
        if ($('#showMainZs').is(':checked') || $('#showElementZs').is(':checked') || $('#showSubSubZs').is(':checked')) {
            console.log('绘制中枢 - 已启用');
            
            // 主周期中枢
            if ($('#showMainZs').is(':checked') && currentData.zs_list && currentData.zs_list.length > 0) {
                console.log(`绘制主周期中枢数据，共${currentData.zs_list.length}条`);
                
                currentData.zs_list.forEach(function(zs) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(zs.end_time).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('主周期中枢时间转换错误:', zs.start_time, zs.end_time);
                            return;
                        }
                        
                        const zg = parseFloat(zs.zg); // 中枢上沿
                        const zd = parseFloat(zs.zd); // 中枢下沿
                        const gg = parseFloat(zs.gg); // 中枢高高
                        const dd = parseFloat(zs.dd); // 中枢低低
                        
                        if (isNaN(zg) || isNaN(zd)) {
                            console.error('主周期中枢价格转换错误:', zs.zg, zs.zd);
                            return;
                        }
                        
                        // 创建中枢上边界
                        const topSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        topSeries.setData([
                            { time: startTime, value: zg },
                            { time: endTime, value: zg }
                        ]);
                        
                        // 为下边界创建另一条线
                        const bottomSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        bottomSeries.setData([
                            { time: startTime, value: zd },
                            { time: endTime, value: zd }
                        ]);
                        
                        // 添加左边界
                        const leftSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        leftSeries.setData([
                            { time: startTime, value: zd },
                            { time: startTime, value: zg }
                        ]);
                        
                        // 添加右边界
                        const rightSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        rightSeries.setData([
                            { time: endTime, value: zd },
                            { time: endTime, value: zg }
                        ]);
                        
                        // 绘制gg线（中枢高高）
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({
                                color: '#F1C40F',  // 使用中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ggSeries.setData([
                                { time: startTime, value: gg },
                                { time: endTime, value: gg }
                            ]);
                        }
                        
                        // 绘制dd线（中枢低低）
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({
                                color: '#F1C40F',  // 使用中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ddSeries.setData([
                                { time: startTime, value: dd },
                                { time: endTime, value: dd }
                            ]);
                        }
                        
                        // 添加到图表对象
                        tvWidget.series.mainZsSeries.push({
                            time: startTime,
                            value: zg,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                        tvWidget.series.mainZsSeries.push({
                            time: endTime,
                            value: zg,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                        tvWidget.series.mainZsSeries.push({
                            time: startTime,
                            value: zd,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                        tvWidget.series.mainZsSeries.push({
                            time: endTime,
                            value: zd,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                    } catch (e) {
                        console.error('主周期中枢处理出错:', e);
                    }
                });
            }
            
            // 次周期中枢
            if ($('#showElementZs').is(':checked') && currentData.element_zs_list && currentData.element_zs_list.length > 0) {
                console.log(`绘制次周期中枢数据，共${currentData.element_zs_list.length}条`);
                
                currentData.element_zs_list.forEach(function(zs) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(zs.end_time).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('次周期中枢时间转换错误:', zs.start_time, zs.end_time);
                            return;
                        }
                        
                        const zg = parseFloat(zs.zg); // 中枢上沿
                        const zd = parseFloat(zs.zd); // 中枢下沿
                        const gg = parseFloat(zs.gg); // 中枢高高
                        const dd = parseFloat(zs.dd); // 中枢低低
                        
                        if (isNaN(zg) || isNaN(zd)) {
                            console.error('次周期中枢价格转换错误:', zs.zg, zs.zd);
                            return;
                        }
                        
                        // 创建中枢上边界
                        const topSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        topSeries.setData([
                            { time: startTime, value: zg },
                            { time: endTime, value: zg }
                        ]);
                        
                        // 为下边界创建另一条线
                        const bottomSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        bottomSeries.setData([
                            { time: startTime, value: zd },
                            { time: endTime, value: zd }
                        ]);
                        
                        // 添加左边界
                        const leftSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        leftSeries.setData([
                            { time: startTime, value: zd },
                            { time: startTime, value: zg }
                        ]);
                        
                        // 添加右边界
                        const rightSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        rightSeries.setData([
                            { time: endTime, value: zd },
                            { time: endTime, value: zg }
                        ]);
                        
                        // 绘制gg线（中枢高高）
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({
                                color: '#3f51b5',  // 使用次周期中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ggSeries.setData([
                                { time: startTime, value: gg },
                                { time: endTime, value: gg }
                            ]);
                        }
                        
                        // 绘制dd线（中枢低低）
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({
                                color: '#3f51b5',  // 使用次周期中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ddSeries.setData([
                                { time: startTime, value: dd },
                                { time: endTime, value: dd }
                            ]);
                        }
                        
                        // 添加到图表对象
                        tvWidget.series.elementZsSeries.push({
                            time: startTime,
                            value: zg,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                        tvWidget.series.elementZsSeries.push({
                            time: endTime,
                            value: zg,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                        tvWidget.series.elementZsSeries.push({
                            time: startTime,
                            value: zd,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                        tvWidget.series.elementZsSeries.push({
                            time: endTime,
                            value: zd,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                    } catch (e) {
                        console.error('次周期中枢处理出错:', e);
                    }
                });
            }
            // 次次周期SEG中枢
            if ($('#showSubSubZs').is(':checked') && currentData.sub_sub_zs_list && currentData.sub_sub_zs_list.length > 0) {
                const subSubZsColor = '#00897b';
                currentData.sub_sub_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = zs.end_time ? Math.floor(new Date(zs.end_time).getTime() / 1000) : 0;
                        if (isNaN(startTime) || !endTime) return;
                        const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) return;
                        mainChart.addLineSeries({ color: subSubZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        mainChart.addLineSeries({ color: subSubZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        mainChart.addLineSeries({ color: subSubZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        mainChart.addLineSeries({ color: subSubZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: endTime, value: zd }, { time: endTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) mainChart.addLineSeries({ color: subSubZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        if (!isNaN(dd) && dd > 0) mainChart.addLineSeries({ color: subSubZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                    } catch (e) { console.error('次次周期中枢处理出错:', e); }
                });
            }
        } else {
            console.log('绘制中枢 - 已禁用');
        }
        // BI中枢（已完成）- 使用独立的BI开关
        if ($('#showMainBiZs').is(':checked') && currentData.bi_zs_list && currentData.bi_zs_list.length > 0) {
            try {
                console.log(`绘制主周期BI中枢数据，共${currentData.bi_zs_list.length}条`);
            } catch (e) {}
            currentData.bi_zs_list.forEach(function(zs) {
                try {
                    const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                    const endTime = zs.end_time ? Math.floor(new Date(zs.end_time).getTime() / 1000) : Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                    if (isNaN(startTime) || isNaN(endTime)) { return; }
                    const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                    if (isNaN(zg) || isNaN(zd)) { return; }
                    const color = '#F1C40F';
                    const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                    const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                    const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                    const rightSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    rightSeries.setData([{ time: endTime, value: zd }, { time: endTime, value: zg }]);
                    if (!isNaN(gg) && gg > 0) {
                        const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                    }
                    if (!isNaN(dd) && dd > 0) {
                        const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                    }
                } catch (e) { console.error('主周期BI中枢处理出错:', e); }
            });
        }
        if ($('#showSubSubBiZs').is(':checked') && currentData.sub_sub_bi_zs_list && currentData.sub_sub_bi_zs_list.length > 0) {
            currentData.sub_sub_bi_zs_list.forEach(function(zs) {
                try {
                    const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                    const kd = currentData.kline_data || [];
                    const endTime = zs.end_time ? Math.floor(new Date(zs.end_time).getTime() / 1000) : (kd.length ? Math.floor(new Date(kd[kd.length-1].date).getTime() / 1000) : 0);
                    if (isNaN(startTime) || !endTime) return;
                    const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                    if (isNaN(zg) || isNaN(zd)) return;
                    const color = '#00897b';
                    mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                    mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                    mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                    mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: endTime, value: zd }, { time: endTime, value: zg }]);
                    if (!isNaN(gg) && gg > 0) mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                    if (!isNaN(dd) && dd > 0) mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                } catch (e) { console.error('次次周期BI中枢处理出错:', e); }
            });
        }
        if ($('#showElementBiZs').is(':checked') && currentData.element_bi_zs_list && currentData.element_bi_zs_list.length > 0) {
            try {
                console.log(`绘制次周期BI中枢数据，共${currentData.element_bi_zs_list.length}条`);
            } catch (e) {}
            currentData.element_bi_zs_list.forEach(function(zs) {
                try {
                    const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                    const endTime = zs.end_time ? Math.floor(new Date(zs.end_time).getTime() / 1000) : Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                    if (isNaN(startTime) || isNaN(endTime)) { return; }
                    const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                    if (isNaN(zg) || isNaN(zd)) { return; }
                    const color = '#3f51b5';
                    const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                    const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                    const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                    const rightSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                    rightSeries.setData([{ time: endTime, value: zd }, { time: endTime, value: zg }]);
                    if (!isNaN(gg) && gg > 0) {
                        const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                    }
                    if (!isNaN(dd) && dd > 0) {
                        const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                    }
                } catch (e) { console.error('次周期BI中枢处理出错:', e); }
            });
        }
        // 结构价值区绘制（半透明填充区 + 边框）
        if ($('#showMainStructureZone').is(':checked') && currentData.structure_zones && currentData.structure_zones.length > 0) {
            try {
                const kd = currentData.kline_data || [];
                if (kd.length > 0) {
                    const chartStart = Math.floor(new Date(kd[0].date).getTime() / 1000);
                    const chartEnd = Math.floor(new Date(kd[kd.length-1].date).getTime() / 1000);
                    // 计算可见价格范围，过滤超出范围的区间
                    let priceMin = Infinity, priceMax = -Infinity;
                    kd.forEach(function(k) {
                        const hi = parseFloat(k.high), lo = parseFloat(k.low);
                        if (!isNaN(hi) && hi > priceMax) priceMax = hi;
                        if (!isNaN(lo) && lo < priceMin) priceMin = lo;
                    });
                    const priceMargin = (priceMax - priceMin) * 0.05;
                    priceMin -= priceMargin;
                    priceMax += priceMargin;
                    let drawnCount = 0;
                    currentData.structure_zones.forEach(function(zone) {
                        try {
                            // 跳过完全超出可视价格范围的区间
                            if (zone.upper < priceMin || zone.lower > priceMax) return;
                            const fillColor = zone.zone_type === 'support' ? 'rgba(46, 204, 113, 0.08)' :
                                               zone.zone_type === 'resistance' ? 'rgba(231, 76, 60, 0.08)' :
                                               'rgba(149, 165, 166, 0.06)';
                            const borderColor = zone.zone_type === 'support' ? 'rgba(46, 204, 113, 0.7)' :
                                                zone.zone_type === 'resistance' ? 'rgba(231, 76, 60, 0.7)' :
                                                'rgba(149, 165, 166, 0.6)';
                            // 填充区：在上下边界之间画多条半透明线模拟填充
                            const fillLines = 8;
                            const step = (zone.upper - zone.lower) / (fillLines + 1);
                            for (let fi = 1; fi <= fillLines; fi++) {
                                const fy = zone.lower + step * fi;
                                mainChart.addLineSeries({ color: fillColor, lineWidth: 2, lineStyle: 0, lastValueVisible: false, priceLineVisible: false })
                                    .setData([{ time: chartStart, value: fy }, { time: chartEnd, value: fy }]);
                            }
                            // 上边界（粗线）
                            mainChart.addLineSeries({ color: borderColor, lineWidth: 2, lineStyle: 0, lastValueVisible: false, priceLineVisible: false })
                                .setData([{ time: chartStart, value: zone.upper }, { time: chartEnd, value: zone.upper }]);
                            // 下边界（粗线）
                            mainChart.addLineSeries({ color: borderColor, lineWidth: 2, lineStyle: 0, lastValueVisible: false, priceLineVisible: false })
                                .setData([{ time: chartStart, value: zone.lower }, { time: chartEnd, value: zone.lower }]);
                            // 中心线（虚线）
                            mainChart.addLineSeries({ color: borderColor, lineWidth: 1, lineStyle: 2, lastValueVisible: false, priceLineVisible: false })
                                .setData([{ time: chartStart, value: zone.center }, { time: chartEnd, value: zone.center }]);
                            drawnCount++;
                        } catch (e) { console.error('结构区绘制出错:', e); }
                    });
                    console.log(`结构区: 共${currentData.structure_zones.length}个, 绘制${drawnCount}个 (可见价格范围: ${priceMin.toFixed(0)}-${priceMax.toFixed(0)})`);
                }
            } catch (e) { console.error('结构区整体绘制出错:', e); }
        }
        // 显示未完成中枢 - 分别处理主周期、次周期和次次周期
        if ($('#showMainZs').is(':checked') || $('#showElementZs').is(':checked') || $('#showSubSubZs').is(':checked') || $('#showSubSubBiZs').is(':checked')) {
            console.log('绘制未完成中枢 - 已启用');
        // 显示BI中枢绘制（沿用中枢样式）
        if ($('#showMainBiZs').is(':checked') || $('#showElementBiZs').is(':checked') || $('#showSubSubBiZs').is(':checked')) {
            console.log('绘制BI中枢 - 已启用');
            // 主周期 BI 中枢
            console.log('主BI开关:', $('#showMainBiZs').is(':checked'), '数据长度:', currentData.bi_zs_list ? currentData.bi_zs_list.length : 0);
            if ($('#showMainBiZs').is(':checked') && currentData.bi_zs_list && currentData.bi_zs_list.length > 0) {
                console.log(`绘制主周期BI中枢数据，共${currentData.bi_zs_list.length}条`);
                currentData.bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = zs.end_time ? Math.floor(new Date(zs.end_time).getTime() / 1000) : Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        if (isNaN(startTime) || isNaN(endTime)) { return; }
                        const zg = parseFloat(zs.zg), zd = parseFloat(zs.zd), gg = parseFloat(zs.gg), dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) { return; }
                        const color = '#9C27B0'; // 主周期BI中枢颜色（紫色）
                        const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        const rightSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        rightSeries.setData([{ time: endTime, value: zd }, { time: endTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        }
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                        }
                    } catch (e) { console.error('主周期BI中枢处理出错:', e); }
                });
            }
            // 主周期 未完成 BI 中枢
            console.log('主未完成BI长度:', currentData.uncompleted_bi_zs_list ? currentData.uncompleted_bi_zs_list.length : 0);
            if ($('#showMainBiZs').is(':checked') && currentData.uncompleted_bi_zs_list && currentData.uncompleted_bi_zs_list.length > 0) {
                console.log(`绘制主周期未完成BI中枢数据，共${currentData.uncompleted_bi_zs_list.length}条`);
                currentData.uncompleted_bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        if (isNaN(startTime) || isNaN(endTime)) { return; }
                        const zg = parseFloat(zs.zg), zd = parseFloat(zs.zd), gg = parseFloat(zs.gg), dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) { return; }
                        const color = '#9C27B0';
                        const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        }
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                        }
                    } catch (e) { console.error('主周期未完成BI中枢处理出错:', e); }
                });
            }
            // 次周期 BI 中枢
            console.log('次BI开关:', $('#showElementBiZs').is(':checked'), '数据长度:', currentData.element_bi_zs_list ? currentData.element_bi_zs_list.length : 0);
            if ($('#showElementBiZs').is(':checked') && currentData.element_bi_zs_list && currentData.element_bi_zs_list.length > 0) {
                console.log(`绘制次周期BI中枢数据，共${currentData.element_bi_zs_list.length}条`);
                currentData.element_bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = zs.end_time ? Math.floor(new Date(zs.end_time).getTime() / 1000) : Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        if (isNaN(startTime) || isNaN(endTime)) { return; }
                        const zg = parseFloat(zs.zg), zd = parseFloat(zs.zd), gg = parseFloat(zs.gg), dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) { return; }
                        const color = '#8BC34A'; // 次周期BI中枢颜色（绿）
                        const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        const rightSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        rightSeries.setData([{ time: endTime, value: zd }, { time: endTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        }
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                        }
                    } catch (e) { console.error('次周期BI中枢处理出错:', e); }
                });
            }
            // 次周期 未完成 BI 中枢
            console.log('次未完成BI长度:', currentData.element_uncompleted_bi_zs_list ? currentData.element_uncompleted_bi_zs_list.length : 0);
            if ($('#showElementBiZs').is(':checked') && currentData.element_uncompleted_bi_zs_list && currentData.element_uncompleted_bi_zs_list.length > 0) {
                console.log(`绘制次周期未完成BI中枢数据，共${currentData.element_uncompleted_bi_zs_list.length}条`);
                currentData.element_uncompleted_bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        if (isNaN(startTime) || isNaN(endTime)) { return; }
                        const zg = parseFloat(zs.zg), zd = parseFloat(zs.zd), gg = parseFloat(zs.gg), dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) { return; }
                        const color = '#8BC34A';
                        const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        }
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                        }
                    } catch (e) { console.error('次周期未完成BI中枢处理出错:', e); }
                });
            }
            // 次次周期 未完成 BI 中枢
            if ($('#showSubSubBiZs').is(':checked') && currentData.sub_sub_uncompleted_bi_zs_list && currentData.sub_sub_uncompleted_bi_zs_list.length > 0) {
                const kdBi = currentData.kline_data || [];
                const endTimeBi = kdBi.length ? Math.floor(new Date(kdBi[kdBi.length-1].date).getTime() / 1000) : 0;
                currentData.sub_sub_uncompleted_bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        if (isNaN(startTime) || !endTimeBi) return;
                        const zg = parseFloat(zs.zg), zd = parseFloat(zs.zd), gg = parseFloat(zs.gg), dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) return;
                        const color = '#00897b';
                        mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zg }, { time: endTimeBi, value: zg }]);
                        mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: endTimeBi, value: zd }]);
                        mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: gg }, { time: endTimeBi, value: gg }]);
                        if (!isNaN(dd) && dd > 0) mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: dd }, { time: endTimeBi, value: dd }]);
                    } catch (e) { console.error('次次周期未完成BI中枢处理出错:', e); }
                });
            }
        }
            // 主周期未完成中枢
            if ($('#showMainZs').is(':checked') && currentData.uncompleted_zs_list && currentData.uncompleted_zs_list.length > 0) {
                console.log(`绘制主周期未完成中枢数据，共${currentData.uncompleted_zs_list.length}条`);
                
                currentData.uncompleted_zs_list.forEach(function(zs) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        // 未完成中枢的结束时间设为当前K线的最后时间
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('主周期未完成中枢时间转换错误:', zs.start_time);
                            return;
                        }
                        
                        const zg = parseFloat(zs.zg); // 中枢上沿
                        const zd = parseFloat(zs.zd); // 中枢下沿
                        const gg = parseFloat(zs.gg); // 中枢高高
                        const dd = parseFloat(zs.dd); // 中枢低低
                        
                        if (isNaN(zg) || isNaN(zd)) {
                            console.error('主周期未完成中枢价格转换错误:', zs.zg, zs.zd);
                            return;
                        }
                        
                        // 创建未完成中枢上边界
                        const topSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        topSeries.setData([
                            { time: startTime, value: zg },
                            { time: endTime, value: zg }
                        ]);
                        
                        // 为下边界创建另一条线
                        const bottomSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        bottomSeries.setData([
                            { time: startTime, value: zd },
                            { time: endTime, value: zd }
                        ]);
                        
                        // 添加左边界
                        const leftSeries = mainChart.addLineSeries({
                            color: '#F1C40F',  // 主周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        leftSeries.setData([
                            { time: startTime, value: zd },
                            { time: startTime, value: zg }
                        ]);
                        
                        // 添加一个标记，标识这是未完成中枢
                        const markerSeries = mainChart.addLineSeries({
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        markerSeries.setMarkers([
                            {
                                time: startTime,
                                position: 'aboveBar',
                                color: '#F1C40F',
                                shape: 'circle',
                                text: '未完',
                                size: 1
                            }
                        ]);
                        
                        // 绘制gg线（中枢高高）
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({
                                color: '#F1C40F',  // 使用中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ggSeries.setData([
                                { time: startTime, value: gg },
                                { time: endTime, value: gg }
                            ]);
                        }
                        
                        // 绘制dd线（中枢低低）
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({
                                color: '#F1C40F',  // 使用中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ddSeries.setData([
                                { time: startTime, value: dd },
                                { time: endTime, value: dd }
                            ]);
                        }
                        
                        // 添加到图表对象
                        tvWidget.series.mainUncompletedZsSeries.push({
                            time: startTime,
                            value: zg,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                        tvWidget.series.mainUncompletedZsSeries.push({
                            time: endTime,
                            value: zg,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                        tvWidget.series.mainUncompletedZsSeries.push({
                            time: startTime,
                            value: zd,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                        tvWidget.series.mainUncompletedZsSeries.push({
                            time: endTime,
                            value: zd,
                            color: '#F1C40F',
                            lineWidth: 1
                        });
                    } catch (e) {
                        console.error('主周期未完成中枢处理出错:', e);
                    }
                });
            }
            
            // 次周期未完成中枢
            if ($('#showElementZs').is(':checked') && currentData.element_uncompleted_zs_list && currentData.element_uncompleted_zs_list.length > 0) {
                console.log(`绘制次周期未完成中枢数据，共${currentData.element_uncompleted_zs_list.length}条`);
                
                currentData.element_uncompleted_zs_list.forEach(function(zs) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        // 未完成中枢的结束时间设为当前K线的最后时间
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        
                        if (isNaN(startTime) || isNaN(endTime)) {
                            console.error('次周期未完成中枢时间转换错误:', zs.start_time);
                            return;
                        }
                        
                        const zg = parseFloat(zs.zg); // 中枢上沿
                        const zd = parseFloat(zs.zd); // 中枢下沿
                        const gg = parseFloat(zs.gg); // 中枢高高
                        const dd = parseFloat(zs.dd); // 中枢低低
                        
                        if (isNaN(zg) || isNaN(zd)) {
                            console.error('次周期未完成中枢价格转换错误:', zs.zg, zs.zd);
                            return;
                        }
                        
                        // 创建未完成中枢上边界
                        const topSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        topSeries.setData([
                            { time: startTime, value: zg },
                            { time: endTime, value: zg }
                        ]);
                        
                        // 为下边界创建另一条线
                        const bottomSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        bottomSeries.setData([
                            { time: startTime, value: zd },
                            { time: endTime, value: zd }
                        ]);
                        
                        // 添加左边界
                        const leftSeries = mainChart.addLineSeries({
                            color: '#3f51b5',  // 次周期中枢颜色
                            lineWidth: 1,
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        leftSeries.setData([
                            { time: startTime, value: zd },
                            { time: startTime, value: zg }
                        ]);
                        
                        // 添加一个标记，标识这是未完成中枢
                        const markerSeries = mainChart.addLineSeries({
                            lastValueVisible: false,
                            priceLineVisible: false,
                        });
                        
                        markerSeries.setMarkers([
                            {
                                time: startTime,
                                position: 'aboveBar',
                                color: '#3f51b5',
                                shape: 'circle',
                                text: '未完',
                                size: 1
                            }
                        ]);
                        
                        // 绘制gg线（中枢高高）
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({
                                color: '#3f51b5',  // 使用次周期中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ggSeries.setData([
                                { time: startTime, value: gg },
                                { time: endTime, value: gg }
                            ]);
                        }
                        
                        // 绘制dd线（中枢低低）
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({
                                color: '#3f51b5',  // 使用次周期中枢自己的颜色
                                lineWidth: 1,
                                lastValueVisible: false,
                                priceLineVisible: false,
                            });
                            
                            ddSeries.setData([
                                { time: startTime, value: dd },
                                { time: endTime, value: dd }
                            ]);
                        }
                        
                        // 添加到图表对象
                        tvWidget.series.elementUncompletedZsSeries.push({
                            time: startTime,
                            value: zg,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                        tvWidget.series.elementUncompletedZsSeries.push({
                            time: endTime,
                            value: zg,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                        tvWidget.series.elementUncompletedZsSeries.push({
                            time: startTime,
                            value: zd,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                        tvWidget.series.elementUncompletedZsSeries.push({
                            time: endTime,
                            value: zd,
                            color: '#3f51b5',
                            lineWidth: 1
                        });
                    } catch (e) {
                        console.error('次周期未完成中枢处理出错:', e);
                    }
                });
            }
            // 次次周期未完成SEG中枢
            if ($('#showSubSubZs').is(':checked') && currentData.sub_sub_uncompleted_zs_list && currentData.sub_sub_uncompleted_zs_list.length > 0) {
                const kdZs = currentData.kline_data || [];
                const endTimeZs = kdZs.length ? Math.floor(new Date(kdZs[kdZs.length-1].date).getTime() / 1000) : 0;
                const subSubUZsColor = '#00897b';
                currentData.sub_sub_uncompleted_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        if (isNaN(startTime) || !endTimeZs) return;
                        const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) return;
                        mainChart.addLineSeries({ color: subSubUZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zg }, { time: endTimeZs, value: zg }]);
                        mainChart.addLineSeries({ color: subSubUZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: endTimeZs, value: zd }]);
                        mainChart.addLineSeries({ color: subSubUZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) mainChart.addLineSeries({ color: subSubUZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: gg }, { time: endTimeZs, value: gg }]);
                        if (!isNaN(dd) && dd > 0) mainChart.addLineSeries({ color: subSubUZsColor, lineWidth: 1, lastValueVisible: false, priceLineVisible: false }).setData([{ time: startTime, value: dd }, { time: endTimeZs, value: dd }]);
                    } catch (e) { console.error('次次周期未完成中枢处理出错:', e); }
                });
            }
        } else {
            console.log('绘制未完成中枢 - 已禁用');
        }
        // 未完成BI中枢 - 使用独立的BI开关
        if ($('#showMainBiZs').is(':checked') && currentData.uncompleted_bi_zs_list && currentData.uncompleted_bi_zs_list.length > 0) {
                try { console.log(`绘制主周期未完成BI中枢数据，共${currentData.uncompleted_bi_zs_list.length}条`); } catch (e) {}
                currentData.uncompleted_bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        if (isNaN(startTime) || isNaN(endTime)) { return; }
                        const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) { return; }
                        const color = '#F1C40F';
                        const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        }
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                        }
                    } catch (e) { console.error('主周期未完成BI中枢处理出错:', e); }
                });
        }
        // 次周期 未完成 BI 中枢
        if ($('#showElementBiZs').is(':checked') && currentData.element_uncompleted_bi_zs_list && currentData.element_uncompleted_bi_zs_list.length > 0) {
                try { console.log(`绘制次周期未完成BI中枢数据，共${currentData.element_uncompleted_bi_zs_list.length}条`); } catch (e) {}
                currentData.element_uncompleted_bi_zs_list.forEach(function(zs) {
                    try {
                        const startTime = Math.floor(new Date(zs.start_time).getTime() / 1000);
                        const endTime = Math.floor(new Date(currentData.kline_data[currentData.kline_data.length-1].date).getTime() / 1000);
                        if (isNaN(startTime) || isNaN(endTime)) { return; }
                        const zg = parseFloat(zs.zg); const zd = parseFloat(zs.zd); const gg = parseFloat(zs.gg); const dd = parseFloat(zs.dd);
                        if (isNaN(zg) || isNaN(zd)) { return; }
                        const color = '#3f51b5';
                        const topSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        topSeries.setData([{ time: startTime, value: zg }, { time: endTime, value: zg }]);
                        const bottomSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        bottomSeries.setData([{ time: startTime, value: zd }, { time: endTime, value: zd }]);
                        const leftSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                        leftSeries.setData([{ time: startTime, value: zd }, { time: startTime, value: zg }]);
                        if (!isNaN(gg) && gg > 0) {
                            const ggSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ggSeries.setData([{ time: startTime, value: gg }, { time: endTime, value: gg }]);
                        }
                        if (!isNaN(dd) && dd > 0) {
                            const ddSeries = mainChart.addLineSeries({ color, lineWidth: 1, lastValueVisible: false, priceLineVisible: false });
                            ddSeries.setData([{ time: startTime, value: dd }, { time: endTime, value: dd }]);
                        }
                    } catch (e) { console.error('次周期未完成BI中枢处理出错:', e); }
                });
        }
        // 添加买卖点标记（新版：基于 bsp_list / element_bsp_list / sub_sub_bsp_list，按与 KLC 分型相同方式合并到主图标记）
        if ($('#showMainBsp').is(':checked') || $('#showElementBsp').is(':checked') || $('#showSubSubBsp').is(':checked')) {
            console.log('绘制买卖点(BSP) - 已启用');
            
            // BSP 样式定义
            const BSP_STYLE = {
                'BSP1_BUY':  { color: '#FF1744', text: 'B1', position: 'belowBar', size: 0.5 },
                'BSP2_BUY':  { color: '#F50057', text: 'B2', position: 'belowBar', size: 0.5 },
                'BSP3_BUY':  { color: '#D500F9', text: 'B3', position: 'belowBar', size: 0.5 },
                'BSP1_SELL': { color: '#00E676', text: 'S1', position: 'aboveBar', size: 0.5 },
                'BSP2_SELL': { color: '#00B0FF', text: 'S2', position: 'aboveBar', size: 0.5 },
                'BSP3_SELL': { color: '#8B4513', text: 'S3', position: 'aboveBar', size: 0.5 },
            };
            
            const getBspStyleKey = (bsp) => {
                // 统一 BSP key：
                // - type 可能是 "BSP1"/"BSP2"/"BSP3"，
                // - 也可能是后端给的 "B1"/"B2"/"B3" 或 "S1"/"S2"/"S3"
                // 最终都映射为 "BSP1_BUY" / "BSP1_SELL" 这类 key，方便复用现有样式定义
                let type = (bsp.type || '').toUpperCase();
                const dir = (bsp.dir || '').toUpperCase();

                // 若是 "B1" / "B2" / "B3" 或 "S1" / "S2" / "S3" 形式，则提取数字并映射成 "BSP{n}"
                const simpleMatch = type.match(/^([BS])(\d)$/);
                if (simpleMatch) {
                    const n = simpleMatch[2];  // "1" / "2" / "3"
                    type = 'BSP' + n;
                }

                return type + '_' + dir;
            };
            
            // 收集所有 BSP 标记
            const allBspMarkers = [];
            
            // 主周期买卖点
            // 兼容不同字段命名：优先使用 bsp_list，若不存在则尝试 bsp
            const mainBspList = currentData.bsp_list || currentData.bsp || [];
            // 调试：打印前几条主周期 BSP 的 key，方便排查样式不匹配问题
            if (mainBspList.length > 0) {
                console.log(
                    '主周期 BSP 示例 (前5条):',
                    mainBspList.slice(0, 5).map(b => ({
                        raw_type: b.type,
                        raw_dir: b.dir,
                        key: getBspStyleKey(b)
                    }))
                );
            }
            if ($('#showMainBsp').is(':checked') && mainBspList.length > 0) {
                console.log(`绘制主周期买卖点，共${mainBspList.length}条`);
                mainBspList.forEach(function(bsp) {
                    try {
                        const ts = Math.floor(new Date(bsp.time).getTime() / 1000);
                        if (isNaN(ts)) return;
                        const key = getBspStyleKey(bsp);
                        const style = BSP_STYLE[key] || { color: '#999', shape: 'circle', text: '?', position: 'inBar' };
                        const sureText = bsp.is_sure ? '' : '?';
                        allBspMarkers.push({
                            time: ts,
                            position: style.position,
                            color: style.color,
                            shape: style.shape,
                            text: style.text + sureText,
                            size: 2
                        });
                    } catch (e) {
                        console.error('主周期BSP处理出错:', e);
                    }
                });
            }
            
            // 次周期买卖点
            // 兼容不同字段命名：优先使用 element_bsp_list，若不存在则尝试 element_bsp
            const elementBspList = currentData.element_bsp_list || currentData.element_bsp || [];
            // 调试：打印前几条次周期 BSP 的 key
            if (elementBspList.length > 0) {
                console.log(
                    '次周期 BSP 示例 (前5条):',
                    elementBspList.slice(0, 5).map(b => ({
                        raw_type: b.type,
                        raw_dir: b.dir,
                        key: getBspStyleKey(b)
                    }))
                );
            }
            if ($('#showElementBsp').is(':checked') && elementBspList.length > 0) {
                console.log(`绘制次周期买卖点，共${elementBspList.length}条`);
                elementBspList.forEach(function(bsp) {
                    try {
                        const ts = Math.floor(new Date(bsp.time).getTime() / 1000);
                        if (isNaN(ts)) return;
                        const key = getBspStyleKey(bsp);
                        const style = BSP_STYLE[key] || { color: '#999', shape: 'circle', text: '?', position: 'inBar' };
                        const sureText = bsp.is_sure ? '' : '?';
                        // 次周期使用稍小的标记和不同前缀以区分
                        allBspMarkers.push({
                            time: ts,
                            position: style.position,
                            color: style.color,
                            shape: style.shape,
                            text: 'e' + style.text + sureText,
                            size: 1
                        });
                    } catch (e) {
                        console.error('次周期BSP处理出错:', e);
                    }
                });
            }
            
            // 次次周期买卖点
            const subSubBspList = currentData.sub_sub_bsp_list || [];
            if ($('#showSubSubBsp').is(':checked') && subSubBspList.length > 0) {
                subSubBspList.forEach(function(bsp) {
                    try {
                        const ts = Math.floor(new Date(bsp.time).getTime() / 1000);
                        if (isNaN(ts)) return;
                        const key = getBspStyleKey(bsp);
                        const style = BSP_STYLE[key] || { color: '#999', shape: 'circle', text: '?', position: 'inBar' };
                        const sureText = bsp.is_sure ? '' : '?';
                        allBspMarkers.push({
                            time: ts,
                            position: style.position,
                            color: '#00897b',
                            shape: style.shape,
                            text: 's' + (style.text || '?') + sureText,
                            size: 1
                        });
                    } catch (e) {
                        console.error('次次周期BSP处理出错:', e);
                    }
                });
            }
            
            // 将 BSP 标记挂到全局，后面与 KLC 分型等标记一起合并到主系列上
            if (allBspMarkers.length > 0) {
                // 按时间排序（lightweight-charts 要求标记按时间升序）
                allBspMarkers.sort((a, b) => a.time - b.time);
                window.bspMarkers = allBspMarkers;
                console.log(`准备合并 ${allBspMarkers.length} 个BSP标记到主图标记中`);
            } else {
                window.bspMarkers = [];
            }
        } else {
            // 关闭 BSP 显示时，清空全局 BSP 标记
            window.bspMarkers = [];
        }
        
        // 添加买卖点标记（旧版，保留兼容）
        // 这里为了与主面板上的「买卖点」开关保持一致，
        // 同时响应顶部的 `#showMainBsp` 复选框
        if ($('#showTradePoints').is(':checked') || $('#showMainBsp').is(':checked')) {
            console.log('绘制买卖点 - 已启用（来源: showTradePoints / showMainBsp）');
            
            // 优先使用小周期数据，如果不存在则使用主周期数据
            const tradePointsData = currentData.element_trade_points || currentData.trade_points;
            console.log(`绘制${currentData.element_trade_points ? '元素周期' : '主周期'}买卖点数据，共${tradePointsData ? tradePointsData.length : 0}条`);
            
            // 调试信息 - 输出完整的买卖点数据
            if (tradePointsData && tradePointsData.length > 0) {
                console.log("买卖点数据样例:", tradePointsData[0]);
                
                // 检查数据格式，如果time不是标准格式，进行格式化处理
                const checkDataFormat = () => {
                    for (let i = 0; i < tradePointsData.length; i++) {
                        if (tradePointsData[i].time) {
                            // 确保时间是标准格式
                            try {
                                const timeValue = new Date(tradePointsData[i].time);
                                if (isNaN(timeValue.getTime())) {
                                    console.error(`买卖点 #${i} 时间格式无效:`, tradePointsData[i].time);
                                }
                            } catch (e) {
                                console.error(`买卖点 #${i} 时间格式异常:`, e);
                            }
                        } else {
                            console.error(`买卖点 #${i} 缺少时间属性`);
                        }
                    }
                };
                
                // 执行格式检查
                checkDataFormat();
                
                // 对买卖点按时间排序，用于后续优化显示
                const sortedPoints = [...tradePointsData].sort((a, b) => {
                    return new Date(a.time) - new Date(b.time);
                });
                
                // 记录已处理的时间点 - 按类型分开计数
                const processedTimes = {};
                
                // 创建买卖点标记系列
                const buyMarkers = [];
                const sellMarkers = [];
                
                // 计数器，追踪成功和失败的处理次数
                let successCount = 0;
                let errorCount = 0;
                
                sortedPoints.forEach(function(point, index) {
                    try {
                        // 检查所有必要的属性是否存在且有效
                        if (!point.time || !point.price || point.type === undefined) {
                            console.error(`买卖点 #${index} 数据不完整:`, point);
                            errorCount++;
                            return;
                        }
                        
                        const time = Math.floor(new Date(point.time).getTime() / 1000);
                        const price = parseFloat(point.price);
                        const type = parseInt(point.type);
                        
                        if (isNaN(time) || isNaN(price) || isNaN(type)) {
                            console.error(`买卖点 #${index} 数据格式错误:`, 
                                { time: isNaN(time), price: isNaN(price), type: isNaN(type) }, point);
                            errorCount++;
                            return;
                        }
                        
                        // 获取买卖点样式
                        const style = TRADE_POINT_STYLE[type] || {
                            color: '#999999',
                            shape: 'circle',
                            text: '?',
                            size: 1
                        };
                        
                        // 初始化该时间点的类型计数器
                        if (!processedTimes[time]) {
                            processedTimes[time] = {};
                        }
                        
                        // 优化：检查是否有相同时间点和相同类型的标记，如果有，进行类型内的偏移
                        let stackIndex = 0;
                        if (processedTimes[time][type]) {
                            // 已经有相同时间和类型的标记，记录堆叠索引
                            stackIndex = processedTimes[time][type];
                            processedTimes[time][type]++;
                        } else {
                            // 第一次出现这个时间点的这个类型
                            processedTimes[time][type] = 1;
                        }
                        
                        // 为不同类型的买卖点获取基础垂直偏移系数
                        const baseOffset = TRADE_POINT_OFFSET[type] || 0;
                        
                        // 创建标记对象，包含额外的信息用于悬停提示
                        const marker = {
                            time: time,
                            position: 'inBar', // 改为在K线内部显示，不影响数据
                            color: style.color,
                            shape: style.shape,
                            text: style.text,
                            size: style.size,
                            // 记录堆叠索引
                            stackIndex: stackIndex,
                            // 添加悬停提示的数据
                            tooltip: `<span class="${type > 0 ? 'buy-point' : 'sell-point'}">${point.desc || (type > 0 ? '买点' : '卖点')}</span><br>
                                    时间: ${formatTime(point.time)}<br>
                                    价格: ${price.toFixed(2)}`,
                            // 额外添加基础类型偏移
                            baseOffset: baseOffset,
                            // 添加边框
                            borderColor: 'white',
                            borderWidth: 1,
                            // 添加价格偏移系数
                            pricePercentOffset: PRICE_PERCENT_OFFSET[type] || 0,
                            // 保存实际价格用于计算
                            price: price,
                            // 保存类型
                            type: type
                        };
                        
                        // 区分买卖点
                        if (type > 0) {
                            buyMarkers.push(marker);
                        } else {
                            sellMarkers.push(marker);
                        }
                        
                        successCount++;
                    } catch (e) {
                        console.error(`处理买卖点 #${index} 出错:`, e, point);
                        errorCount++;
                    }
                });
                
                console.log(`买卖点处理完成: 成功=${successCount}, 失败=${errorCount}, 买点=${buyMarkers.length}, 卖点=${sellMarkers.length}`);
                
                // 分别添加买卖点标记
                if (buyMarkers.length > 0) {
                    const buyMarkersSeries = mainChart.addLineSeries({
                        lastValueVisible: false,
                        priceLineVisible: false,
                        lineVisible: false,
                        color: 'transparent',
                        title: '买点'
                    });
                    
                    // 使用主K线的收盘价作为基准数据，保证买点标记与价格在同一纵轴范围
                    if (Array.isArray(candles) && candles.length > 0) {
                        const baseData = candles.map(c => ({ time: c.time, value: c.close }));
                        buyMarkersSeries.setData(baseData);
                    } else {
                        // 兜底：至少一个数据点，避免报错
                        buyMarkersSeries.setData([{ time: buyMarkers[0].time, value: buyMarkers[0].price || 0 }]);
                    }
                    
                    try {
                        // 设置买点标记：文字在价格上方，仅显示文字不显示形状
                        buyMarkersSeries.setMarkers(
                            buyMarkers.map(marker => {
                                // 使用实际价格位置，买点显示在K线上方
                                return {
                                    ...marker,
                                    position: 'aboveBar', // 买点：价格上方
                                    price: marker.price,
                                    // 隐藏形状，仅保留文字
                                    size: 0,
                                    color: 'rgba(0, 0, 0, 0)'
                                };
                            })
                        );
                        console.log(`成功添加 ${buyMarkers.length} 个买点标记`);
                    } catch (e) {
                        console.error("设置买点标记时出错:", e);
                    }
                }
                
                if (sellMarkers.length > 0) {
                    const sellMarkersSeries = mainChart.addLineSeries({
                        lastValueVisible: false,
                        priceLineVisible: false,
                        lineVisible: false,
                        color: 'transparent',
                        title: '卖点'
                    });
                    
                    // 使用主K线的收盘价作为基准数据，保证卖点标记与价格在同一纵轴范围
                    if (Array.isArray(candles) && candles.length > 0) {
                        const baseData = candles.map(c => ({ time: c.time, value: c.close }));
                        sellMarkersSeries.setData(baseData);
                    } else {
                        // 兜底：至少一个数据点，避免报错
                        sellMarkersSeries.setData([{ time: sellMarkers[0].time, value: sellMarkers[0].price || 0 }]);
                    }
                    
                    try {
                        // 设置卖点标记：文字在价格下方，仅显示文字不显示形状
                        sellMarkersSeries.setMarkers(
                            sellMarkers.map(marker => {
                                // 使用实际价格位置，卖点显示在K线下方
                                return {
                                    ...marker,
                                    position: 'belowBar', // 卖点：价格下方
                                    price: marker.price,
                                    // 隐藏形状，仅保留文字
                                    size: 0,
                                    color: 'rgba(0, 0, 0, 0)'
                                };
                            })
                        );
                        console.log(`成功添加 ${sellMarkers.length} 个卖点标记`);
                    } catch (e) {
                        console.error("设置卖点标记时出错:", e);
                    }
                }
                
                // 添加鼠标悬停事件显示提示
                mainChart.subscribeCrosshairMove(param => {
                    // 十字线同步到其他图表 - 通过DOM元素绘制垂直线实现虚线延长效果
                    if (param.time && param.point && volumeChart) {
                        try {
                            // 清除之前的十字线标记
                            const existingVolumeLines = document.querySelectorAll('.volume-crosshair-line');
                            existingVolumeLines.forEach(line => line.remove());
                            const existingAtrLines = document.querySelectorAll('.atr-crosshair-line');
                            existingAtrLines.forEach(line => line.remove());
                            const existingMacdLines = document.querySelectorAll('.macd-crosshair-line');
                            existingMacdLines.forEach(line => line.remove());
                            const existingChanMacdLines = document.querySelectorAll('.chanmacd-crosshair-line');
                            existingChanMacdLines.forEach(line => line.remove());
                            
                            // 获取时间对应的坐标位置
                            const mainTimeCoordinate = mainChart.timeScale().timeToCoordinate(param.time);
                            if (mainTimeCoordinate !== null) {
                                // 获取主图容器的位置
                                const mainChartRect = mainChartContainer.getBoundingClientRect();
                                
                                // 在交易量图上绘制垂直线
                                const volumeTimeCoordinate = volumeChart.timeScale().timeToCoordinate(param.time);
                                if (volumeTimeCoordinate !== null) {
                                    const volumeChartRect = volumeChartContainer.getBoundingClientRect();
                                    const volumeLine = document.createElement('div');
                                    volumeLine.className = 'volume-crosshair-line';
                                    volumeLine.style.position = 'fixed'; // 改为fixed定位
                                    volumeLine.style.left = (volumeChartRect.left + volumeTimeCoordinate) + 'px';
                                    volumeLine.style.top = volumeChartRect.top + 'px';
                                    volumeLine.style.width = '1px';
                                    volumeLine.style.height = volumeChartRect.height + 'px';
                                    volumeLine.style.backgroundColor = 'rgba(128, 128, 128, 0.5)';
                                    volumeLine.style.borderLeft = '1px dashed rgba(128, 128, 128, 0.5)';
                                    volumeLine.style.pointerEvents = 'none';
                                    volumeLine.style.zIndex = '1000';
                                    document.body.appendChild(volumeLine);
                                }
                                
                                // 在ATR图上绘制垂直线
                                if (atrChart && atrChartContainer) {
                                    const atrTimeCoordinate = atrChart.timeScale().timeToCoordinate(param.time);
                                    if (atrTimeCoordinate !== null) {
                                        const atrChartRect = atrChartContainer.getBoundingClientRect();
                                        const atrLine = document.createElement('div');
                                        atrLine.className = 'atr-crosshair-line';
                                        atrLine.style.position = 'fixed'; // 改为fixed定位
                                        atrLine.style.left = (atrChartRect.left + atrTimeCoordinate) + 'px';
                                        atrLine.style.top = atrChartRect.top + 'px';
                                        atrLine.style.width = '1px';
                                        atrLine.style.height = atrChartRect.height + 'px';
                                        atrLine.style.backgroundColor = 'rgba(128, 128, 128, 0.5)';
                                        atrLine.style.borderLeft = '1px dashed rgba(128, 128, 128, 0.5)';
                                        atrLine.style.pointerEvents = 'none';
                                        atrLine.style.zIndex = '1000';
                                        document.body.appendChild(atrLine);
                                    }
                                }
                                
                                // 如果有MACD图，也在MACD图上绘制垂直线
                                if (showMacd && macdChart && macdChartContainer) {
                                    const macdTimeCoordinate = macdChart.timeScale().timeToCoordinate(param.time);
                                    if (macdTimeCoordinate !== null) {
                                        const macdChartRect = macdChartContainer.getBoundingClientRect();
                                        const macdLine = document.createElement('div');
                                        macdLine.className = 'macd-crosshair-line';
                                        macdLine.style.position = 'fixed'; // 改为fixed定位
                                        macdLine.style.left = (macdChartRect.left + macdTimeCoordinate) + 'px';
                                        macdLine.style.top = macdChartRect.top + 'px';
                                        macdLine.style.width = '1px';
                                        macdLine.style.height = macdChartRect.height + 'px';
                                        macdLine.style.backgroundColor = 'rgba(128, 128, 128, 0.5)';
                                        macdLine.style.borderLeft = '1px dashed rgba(128, 128, 128, 0.5)';
                                        macdLine.style.pointerEvents = 'none';
                                        macdLine.style.zIndex = '1000';
                                        document.body.appendChild(macdLine);
                                    }
                                }
                                
                                // 如果有ChanMACD图，也在ChanMACD图上绘制垂直线
                                if (showMacd && chanMacdChart && chanMacdChartContainer) {
                                    const chanMacdTimeCoordinate = chanMacdChart.timeScale().timeToCoordinate(param.time);
                                    if (chanMacdTimeCoordinate !== null) {
                                        const chanMacdChartRect = chanMacdChartContainer.getBoundingClientRect();
                                        console.log('ChanMACD图表位置:', {
                                            left: chanMacdChartRect.left,
                                            top: chanMacdChartRect.top,
                                            width: chanMacdChartRect.width,
                                            height: chanMacdChartRect.height,
                                            timeCoordinate: chanMacdTimeCoordinate
                                        });
                                        const chanMacdLine = document.createElement('div');
                                        chanMacdLine.className = 'chanmacd-crosshair-line';
                                        chanMacdLine.style.position = 'fixed';
                                        chanMacdLine.style.left = (chanMacdChartRect.left + chanMacdTimeCoordinate) + 'px';
                                        chanMacdLine.style.top = chanMacdChartRect.top + 'px';
                                        chanMacdLine.style.width = '1px';
                                        chanMacdLine.style.height = chanMacdChartRect.height + 'px';
                                        chanMacdLine.style.backgroundColor = 'rgba(128, 128, 128, 0.5)';
                                        chanMacdLine.style.borderLeft = '1px dashed rgba(128, 128, 128, 0.5)';
                                        chanMacdLine.style.pointerEvents = 'none';
                                        chanMacdLine.style.zIndex = '1000';
                                        document.body.appendChild(chanMacdLine);
                                        console.log('ChanMACD垂直线已创建，位置:', chanMacdLine.style.left, chanMacdLine.style.top);
                                    } else {
                                        console.log('ChanMACD时间坐标为空');
                                    }
                                } else {
                                    console.log('ChanMACD图表条件不满足:', {
                                        showMacd: showMacd,
                                        hasChanMacdChart: !!chanMacdChart,
                                        hasChanMacdChartContainer: !!chanMacdChartContainer
                                    });
                                }
                                

                            }
                        } catch (e) {
                            console.debug('十字线同步出错:', e);
                        }
                    } else {
                        // 当十字线离开时，清除垂直线
                        try {
                            const existingVolumeLines = document.querySelectorAll('.volume-crosshair-line');
                            existingVolumeLines.forEach(line => line.remove());
                            const existingAtrLines = document.querySelectorAll('.atr-crosshair-line');
                            existingAtrLines.forEach(line => line.remove());
                            const existingMacdLines = document.querySelectorAll('.macd-crosshair-line');
                            existingMacdLines.forEach(line => line.remove());
                            const existingChanMacdLines = document.querySelectorAll('.chanmacd-crosshair-line');
                            existingChanMacdLines.forEach(line => line.remove());
                        } catch (e) {
                            console.debug('清除十字线时出错:', e);
                        }
                    }
                    
                    if (param.time && param.point) {
                        const timeStr = param.time;
                        const markers = [...buyMarkers, ...sellMarkers].filter(m => m.time === timeStr);
                        
                        // 同时检查分型标记
                        const fxMarkers = (window.fxMarkers || []).filter(m => m.time === timeStr);
                        const allMarkers = [...markers, ...fxMarkers];
                        
                        // 显示时区调试信息
                        if (window.debugMode) {
                            const timezone = $('#timezone').val();
                            const formattedTime = formatTimeWithTimezone(timeStr * 1000, timezone);
                            
                            // 获取当前价格 - 通过param.seriesPrices获取
                            let priceInfo = '';
                            if (param.seriesPrices && param.seriesPrices.size > 0) {
                                // 依次从当前可能的主系列中获取价格
                                if (tvWidget.series.candleSeries && param.seriesPrices.get(tvWidget.series.candleSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.candleSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                } else if (tvWidget.series.renkoSeries && param.seriesPrices.get(tvWidget.series.renkoSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.renkoSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                } else if (tvWidget.series.heikinSeries && param.seriesPrices.get(tvWidget.series.heikinSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.heikinSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                } else if (tvWidget.series.barSeries && param.seriesPrices.get(tvWidget.series.barSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.barSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                } else if (tvWidget.series.lineSeries && param.seriesPrices.get(tvWidget.series.lineSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.lineSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                } else if (tvWidget.series.areaSeries && param.seriesPrices.get(tvWidget.series.areaSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.areaSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                } else if (tvWidget.series.baselineSeries && param.seriesPrices.get(tvWidget.series.baselineSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.baselineSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                }
                                // 如果没有蜡烛图系列价格，尝试从区域图系列获取
                                else if (tvWidget.series.areaSeries && param.seriesPrices.get(tvWidget.series.areaSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.areaSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                }
                                // 如果没有蜡烛图系列价格，尝试从基线图系列获取
                                else if (tvWidget.series.baselineSeries && param.seriesPrices.get(tvWidget.series.baselineSeries)) {
                                    const price = param.seriesPrices.get(tvWidget.series.baselineSeries);
                                    priceInfo = `价格: ${price.toFixed(2)}`;
                                }
                            }
                            
                            // 仅记录最简短的调试信息
                            console.debug(`十字线: ${timeStr} -> ${formattedTime} (${timezone})`);
                            
                            // 显示自定义时区工具提示，包含价格信息
                            crosshairTooltip.innerHTML = `<div style="font-weight:bold">时间: ${formattedTime}</div>` + 
                                                          (priceInfo ? `<div>${priceInfo}</div>` : '');
                            crosshairTooltip.style.display = 'block';
                            crosshairTooltip.style.left = (param.point.x + 15) + 'px';
                            crosshairTooltip.style.top = (param.point.y - 30) + 'px';
                        }
                        
                        if (allMarkers.length > 0) {
                            // 有买卖点或分型标记，显示自定义提示
                            const tooltips = allMarkers.map(m => m.tooltip).join('<br><hr style="margin: 5px 0;">');
                            tooltipElement.innerHTML = tooltips;
                            tooltipElement.style.display = 'block';
                            tooltipElement.style.left = (param.point.x + 15) + 'px';
                            tooltipElement.style.top = (param.point.y + 15) + 'px';
                        } else {
                            // 隐藏提示
                            tooltipElement.style.display = 'none';
                        }
                    } else {
                        // 隐藏提示
                        tooltipElement.style.display = 'none';
                        crosshairTooltip.style.display = 'none';
                    }
                });
                
                // 处理图表缩放、平移等事件，隐藏提示
                mainChart.timeScale().subscribeVisibleTimeRangeChange(() => {
                    tooltipElement.style.display = 'none';
                    crosshairTooltip.style.display = 'none';
                });
            }
        } else {
            console.log('绘制买卖点 - 已禁用');
        }
        // 绘制布林带
        if ($('#showMainBollinger').is(':checked') || $('#showElementBollinger').is(':checked')) {
            console.log('绘制布林带 - 已启用');
            
            // 主周期布林带
            if ($('#showMainBollinger').is(':checked') && currentData.bollinger && currentData.bollinger.upper && currentData.bollinger.lower && currentData.bollinger.middle) {
                console.log(`绘制主周期布林带数据，共${currentData.bollinger.upper.length}条`);
                
                // 准备布林带数据
                const upperBandData = [];
                const lowerBandData = [];
                const middleBandData = [];
                
                // 主周期布林带始终使用主周期K线数据作为时间源
                const mainKlineData = currentData.kline_data;
                
                for (let i = 0; i < mainKlineData.length && i < currentData.bollinger.upper.length; i++) {
                    const kline = mainKlineData[i];
                    const timestamp = Math.floor(new Date(kline.date).getTime() / 1000);
                    
                    // 只添加非0的有效数据点
                    if (currentData.bollinger.upper[i] && currentData.bollinger.upper[i] !== 0) {
                        upperBandData.push({
                            time: timestamp,
                            value: currentData.bollinger.upper[i]
                        });
                    }
                    
                    if (currentData.bollinger.lower[i] && currentData.bollinger.lower[i] !== 0) {
                        lowerBandData.push({
                            time: timestamp,
                            value: currentData.bollinger.lower[i]
                        });
                    }
                    
                    if (currentData.bollinger.middle[i] && currentData.bollinger.middle[i] !== 0) {
                        middleBandData.push({
                            time: timestamp,
                            value: currentData.bollinger.middle[i]
                        });
                    }
                }
                
                // 创建布林带上轨
                const upperBandSeries = mainChart.addLineSeries({
                    color: '#2196F3',
                    lineWidth: 1,
                    lineStyle: 2, // 虚线
                    lastValueVisible: false,
                    priceLineVisible: false,
                    title: '布林上轨'
                });
                upperBandSeries.setData(upperBandData);
                
                // 创建布林带下轨
                const lowerBandSeries = mainChart.addLineSeries({
                    color: '#2196F3',
                    lineWidth: 1,
                    lineStyle: 2, // 虚线
                    lastValueVisible: false,
                    priceLineVisible: false,
                    title: '布林下轨'
                });
                lowerBandSeries.setData(lowerBandData);
                
                // 创建布林带中轨（移动平均线）
                const middleBandSeries = mainChart.addLineSeries({
                    color: '#FF9800',
                    lineWidth: 1,
                    lastValueVisible: false,
                    priceLineVisible: false,
                    title: '布林中轨'
                });
                middleBandSeries.setData(middleBandData);
                
                // 保存到tvWidget.series对象
                tvWidget.series.mainBollingerSeries.push(upperBandSeries);
                tvWidget.series.mainBollingerSeries.push(lowerBandSeries);
                tvWidget.series.mainBollingerSeries.push(middleBandSeries);
                
                console.log('主周期布林带绘制完成');
            }
            
            // 次周期布林带
            if ($('#showElementBollinger').is(':checked') && currentData.element_bollinger && currentData.element_bollinger.upper && currentData.element_bollinger.lower && currentData.element_bollinger.middle) {
                console.log(`绘制次周期布林带数据，共${currentData.element_bollinger.upper.length}条`);
                
                // 准备次周期布林带数据
                const elementUpperBandData = [];
                const elementLowerBandData = [];
                const elementMiddleBandData = [];
                
                // 使用次周期K线数据
                const elementKlineData = currentData.element_kline_data || currentData.kline_data;
                
                for (let i = 0; i < elementKlineData.length && i < currentData.element_bollinger.upper.length; i++) {
                    const kline = elementKlineData[i];
                    const timestamp = Math.floor(new Date(kline.date).getTime() / 1000);
                    
                    // 只添加非0的有效数据点
                    if (currentData.element_bollinger.upper[i] && currentData.element_bollinger.upper[i] !== 0) {
                        elementUpperBandData.push({
                            time: timestamp,
                            value: currentData.element_bollinger.upper[i]
                        });
                    }
                    
                    if (currentData.element_bollinger.lower[i] && currentData.element_bollinger.lower[i] !== 0) {
                        elementLowerBandData.push({
                            time: timestamp,
                            value: currentData.element_bollinger.lower[i]
                        });
                    }
                    
                    if (currentData.element_bollinger.middle[i] && currentData.element_bollinger.middle[i] !== 0) {
                        elementMiddleBandData.push({
                            time: timestamp,
                            value: currentData.element_bollinger.middle[i]
                        });
                    }
                }
                
                // 创建次周期布林带上轨
                const elementUpperBandSeries = mainChart.addLineSeries({
                    color: '#9C27B0',
                    lineWidth: 1,
                    lineStyle: 2, // 虚线
                    lastValueVisible: false,
                    priceLineVisible: false,
                    title: '次周期布林上轨'
                });
                elementUpperBandSeries.setData(elementUpperBandData);
                
                // 创建次周期布林带下轨
                const elementLowerBandSeries = mainChart.addLineSeries({
                    color: '#9C27B0',
                    lineWidth: 1,
                    lineStyle: 2, // 虚线
                    lastValueVisible: false,
                    priceLineVisible: false,
                    title: '次周期布林下轨'
                });
                elementLowerBandSeries.setData(elementLowerBandData);
                
                // 创建次周期布林带中轨
                const elementMiddleBandSeries = mainChart.addLineSeries({
                    color: '#E91E63',
                    lineWidth: 1,
                    lastValueVisible: false,
                    priceLineVisible: false,
                    title: '次周期布林中轨'
                });
                elementMiddleBandSeries.setData(elementMiddleBandData);
                
                // 保存到tvWidget.series对象
                tvWidget.series.elementBollingerSeries.push(elementUpperBandSeries);
                tvWidget.series.elementBollingerSeries.push(elementLowerBandSeries);
                tvWidget.series.elementBollingerSeries.push(elementMiddleBandSeries);
                
                console.log('次周期布林带绘制完成');
            }
        } else {
            console.log('绘制布林带 - 已禁用');
        }
        
        // 绘制分型类型标签
        console.log('=== 开始检查分型显示条件 ===');
        console.log('showKlcFxType勾选状态:', $('#showKlcFxType').is(':checked'));
        console.log('showKluFxType勾选状态:', $('#showKluFxType').is(':checked'));
        console.log('currentData.klc_fx_info存在:', !!currentData.klc_fx_info);
        console.log('currentData.klu_fx_info存在:', !!currentData.klu_fx_info);
        console.log('currentData.klc_fx_info长度:', currentData.klc_fx_info ? currentData.klc_fx_info.length : 'undefined');
        console.log('currentData.klu_fx_info长度:', currentData.klu_fx_info ? currentData.klu_fx_info.length : 'undefined');
        if (currentData.klc_fx_info && currentData.klc_fx_info.length > 0) {
            console.log('前3个klc分型数据样本:', currentData.klc_fx_info.slice(0, 3));
        }
        if (currentData.klu_fx_info && currentData.klu_fx_info.length > 0) {
            console.log('前3个klu分型数据样本:', currentData.klu_fx_info.slice(0, 3));
        }
        // 收集所有主周期分型标记
        const allMainFxMarkers = [];
        const mainFxMarkers = []; // 用于tooltip支持
        // 处理主周期KLC分型
        if ($('#showKlcFxType').is(':checked') && currentData.klc_fx_info && currentData.klc_fx_info.length > 0) {
            console.log(`绘制主周期K线合并分型标签，共${currentData.klc_fx_info.length}条`);
            
            currentData.klc_fx_info.forEach(function(fx) {
                try {
                    // 直接使用UTC时间戳（秒）
                    const timestamp = Math.floor(new Date(fx.time).getTime() / 1000);
                    const price = parseFloat(fx.price);
                    
                    if (isNaN(timestamp) || isNaN(price)) {
                        console.error('主周期KLC分型时间或价格转换错误:', fx.time, fx.price);
                        return;
                    }
                    // 主周期 KLC
                    // 确定颜色和位置
                    const color = fx.is_bottom ? '#28a745' : '#dc3545'; // 底分型绿色，顶分型红色
                    
                    // 根据强度等级调整颜色强度
                    let strengthColor = color;

                    // 构建显示文本，包含分型类型和强度信息
                    let displayText = `${fx.fx_strength.toFixed(1)}`;
                    if (fx.fx_strength < 1.0) { // 降低阈值，让更多分型显示
                        displayText = fx.fx_strength >= 0.8 ? '' : '' // 0.8以上显示点，0.8以下不显示文本
                    }
                    displayText = fx.fx_type.replace("TOP", "").replace("BOTTOM", "").replace("11", "").replace("21", "").replace("31", "").replace("41", "").replace("51", "").replace("01", "");
                    // 添加标记配置
                    const markerConfig = {
                        time: timestamp,
                        position: fx.is_bottom ? 'belowBar' : 'aboveBar',
                        color: strengthColor,
                        shape: 'triangle',
                        text: displayText,
                        size: 2 // 调整尺寸，强分型稍大，普通分型更小
                    };
                    
                    allMainFxMarkers.push(markerConfig);
                    
                    // 画虚线分型框（根据 start/end + high/low）
                    if (fx.start_time && fx.end_time && fx.high !== null && fx.high !== undefined && fx.low !== null && fx.low !== undefined) {
                        const startTs = Math.floor(new Date(fx.start_time).getTime() / 1000);
                        const endTs = Math.floor(new Date(fx.end_time).getTime() / 1000);
                        const high = parseFloat(fx.high);
                        const low = parseFloat(fx.low);
                        
                        if (!isNaN(startTs) && !isNaN(endTs) && !isNaN(high) && !isNaN(low)) {
                            const boxHigh = Math.max(high, low);
                            const boxLow = Math.min(high, low);
                            const boxColor = strengthColor;
                            
                            const topSeries = mainChart.addLineSeries({
                                color: boxColor,
                                lineWidth: 1,
                                lineStyle: 2, // 虚线
                                lastValueVisible: false,
                                priceLineVisible: false,
                                crosshairMarkerVisible: false,
                            });
                            topSeries.setData([{ time: startTs, value: boxHigh }, { time: endTs, value: boxHigh }]);
                            
                            const bottomSeries = mainChart.addLineSeries({
                                color: boxColor,
                                lineWidth: 1,
                                lineStyle: 2, // 虚线
                                lastValueVisible: false,
                                priceLineVisible: false,
                                crosshairMarkerVisible: false,
                            });
                            bottomSeries.setData([{ time: startTs, value: boxLow }, { time: endTs, value: boxLow }]);
                            
                            const leftSeries = mainChart.addLineSeries({
                                color: boxColor,
                                lineWidth: 1,
                                lineStyle: 2, // 虚线
                                lastValueVisible: false,
                                priceLineVisible: false,
                                crosshairMarkerVisible: false,
                            });
                            // 左边竖线：同一 time 上下两个点（和你已有ZS绘制写法保持一致）
                            leftSeries.setData([{ time: startTs, value: boxLow }, { time: startTs, value: boxHigh }]);
                            
                            const rightSeries = mainChart.addLineSeries({
                                color: boxColor,
                                lineWidth: 1,
                                lineStyle: 2, // 虚线
                                lastValueVisible: false,
                                priceLineVisible: false,
                                crosshairMarkerVisible: false,
                            });
                            rightSeries.setData([{ time: endTs, value: boxLow }, { time: endTs, value: boxHigh }]);
                            
                            if (!tvWidget.series.mainKlcFxBoxSeries) tvWidget.series.mainKlcFxBoxSeries = [];
                            tvWidget.series.mainKlcFxBoxSeries.push(topSeries, bottomSeries, leftSeries, rightSeries);
                        }
                    }
                    
                    // 创建分型标记对象，包含tooltip信息
                    const fxMarker = {
                        time: timestamp,
                        tooltip: `<div style="color: ${strengthColor}; font-weight: bold;">
                            主周期${fx.is_bottom ? '底分型' : '顶分型'}(合): ${fx.fx_type}<br>
                            强度分数: ${fx.fx_strength}分<br>
                            强度等级: ${fx.fx_strength_level}<br>
                            是否强分型: ${fx.is_strong_fx ? '是' : '否'}<br>
                            价格: ${price.toFixed(4)}<br>
                            时间: ${fx.time}
                        </div>`
                    };
                    
                    mainFxMarkers.push(fxMarker);
                    
                } catch (e) {
                    console.error('绘制主周期KLC分型标签出错:', e);
                }
            });
        }
        
        // 处理主周期KLU分型
        if ($('#showKluFxType').is(':checked') && currentData.klu_fx_info && currentData.klu_fx_info.length > 0) {
            console.log(`绘制主周期K线未合并分型标签，共${currentData.klu_fx_info.length}条`);
            
            currentData.klu_fx_info.forEach(function(fx) {
                try {
                    // 直接使用UTC时间戳（秒）
                    const timestamp = Math.floor(new Date(fx.time).getTime() / 1000);
                    const price = parseFloat(fx.price);
                    
                    if (isNaN(timestamp) || isNaN(price)) {
                        console.error('主周期KLU分型时间或价格转换错误:', fx.time, fx.price);
                        return;
                    }
                    
                    // 主周期 KLU
                    const color = fx.is_bottom ? '#17a2b8' : '#fd7e14'; // 底分型用青色，顶分型用橙色
                    
                    // 根据强度等级调整颜色强度
                    let strengthColor = color;
                    if (fx.is_strong_fx) {
                        // 强分型使用更亮的颜色
                        strengthColor = fx.is_bottom ? '#20c997' : '#fd7e14';
                    }
                    
                    // 构建显示文本，包含分型类型和强度信息
                    let displayText = `${fx.fx_strength.toFixed(1)}`;
                    if (fx.fx_strength < 1.0) { // 降低阈值，让更多分型显示
                        displayText = fx.fx_strength >= 1.5 ? '' : '' // 0.8以上显示点，0.8以下不显示文本
                    }
                    displayText = fx.fx_type.replace("TOP", "").replace("BOTTOM", "").replace("11", "");
                    // 添加标记配置
                    const markerConfig = {
                        time: timestamp,
                        position: fx.is_bottom ? 'belowBar' : 'aboveBar',
                        color: strengthColor,
                        // shape: 'triangle', // 使用三角形区分KLU分型
                        text: displayText,
                        size: fx.is_strong_fx ? 0.8 : 0.5 // KLU分型稍小一些
                    };
                    
                    allMainFxMarkers.push(markerConfig);
                    
                    // 创建分型标记对象，包含tooltip信息
                    const fxMarker = {
                        time: timestamp,
                        tooltip: `<div style="color: ${strengthColor}; font-weight: bold;">
                            主周期${fx.is_bottom ? '底分型' : '顶分型'}(原): ${fx.fx_type}<br>
                            强度分数: ${fx.fx_strength}分<br>
                            强度等级: ${fx.fx_strength_level}<br>
                            是否强分型: ${fx.is_strong_fx ? '是' : '否'}<br>
                            价格: ${price.toFixed(4)}<br>
                            时间: ${fx.time}
                        </div>`
                    };
                    
                    mainFxMarkers.push(fxMarker);
                    
                } catch (e) {
                    console.error('绘制主周期KLU分型标签出错:', e);
                }
            });
        }
        
        // 暂存主周期分型标记
        window.mainFxMarkers = allMainFxMarkers;
        
        // 将分型标记添加到全局markers中以支持tooltip功能
        if (window.fxMarkers) {
            window.fxMarkers = [...window.fxMarkers, ...mainFxMarkers];
        } else {
            window.fxMarkers = mainFxMarkers;
        }
        
        // 检查是否有任何主周期分型数据
        const hasMainFxData = ($('#showKlcFxType').is(':checked') && currentData.klc_fx_info && currentData.klc_fx_info.length > 0) ||
                             ($('#showKluFxType').is(':checked') && currentData.klu_fx_info && currentData.klu_fx_info.length > 0);
        
        if (!hasMainFxData) {
            console.log('绘制主周期分型标记 - 已禁用或无数据');
            // 清空主周期分型标记
            window.mainFxMarkers = [];
            window.fxMarkers = [];
        }
        // 绘制小周期分型标记（含次次周期）
        if (($('#showElementKlcFxType').is(':checked') && currentData.element_klc_fx_info && currentData.element_klc_fx_info.length > 0) ||
            ($('#showElementKluFxType').is(':checked') && currentData.element_klu_fx_info && currentData.element_klu_fx_info.length > 0) ||
            ($('#showSubSubKlcFxType').is(':checked') && currentData.sub_sub_klc_fx_info && currentData.sub_sub_klc_fx_info.length > 0)) {
            
            // 收集所有小周期分型标记
            const allElementFxMarkers = [];
            const elementFxMarkers = []; // 用于tooltip支持
            
            // 处理小周期KLC分型
            if ($('#showElementKlcFxType').is(':checked') && currentData.element_klc_fx_info && currentData.element_klc_fx_info.length > 0) {
                console.log(`绘制小周期K线合并分型标记，共${currentData.element_klc_fx_info.length}条`);
                
                currentData.element_klc_fx_info.forEach(function(fx) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const timestamp = Math.floor(new Date(fx.time).getTime() / 1000);
                        const price = parseFloat(fx.price);
                        
                        if (isNaN(timestamp) || isNaN(price)) {
                            console.error('小周期KLC分型时间或价格转换错误:', fx.time, fx.price);
                            return;
                        }
                        
                        // 小周期 KLC
                        let strengthColor = fx.is_bottom ? '#11116B' : '#222222'; // 底分型用珊瑚红，顶分型用薄荷绿
                        let displayText = `${fx.fx_strength.toFixed(1)}`;
                        // 构建小周期分型显示文本
                        if (fx.fx_strength < 1.0){ // 调整小周期阈值
                            displayText = fx.fx_strength >= 0.6 ? '' : '' // 0.6以上显示点
                        }
                        displayText = fx.fx_type.replace("TOP", "").replace("BOTTOM", "").replace("11", "").replace("21", "").replace("3", "").replace("41", "").replace("51", "").replace("0", "");
                        // 小周期分型标记配置
                        const markerConfig = {
                            time: timestamp,
                            position: fx.is_bottom ? 'belowBar' : 'aboveBar',
                            color: strengthColor,
                            shape: 'triangle',
                            text: displayText,
                            size: fx.is_strong_fx ? 0.8 : 0.6 // 小周期标记整体更小一些
                        };
                        
                        allElementFxMarkers.push(markerConfig);
                        
                        // 画虚线分型框（小周期）
                        if (fx.start_time && fx.end_time && fx.high !== null && fx.high !== undefined && fx.low !== null && fx.low !== undefined) {
                            const startTs = Math.floor(new Date(fx.start_time).getTime() / 1000);
                            const endTs = Math.floor(new Date(fx.end_time).getTime() / 1000);
                            const high = parseFloat(fx.high);
                            const low = parseFloat(fx.low);
                            
                            if (!isNaN(startTs) && !isNaN(endTs) && !isNaN(high) && !isNaN(low)) {
                                const boxHigh = Math.max(high, low);
                                const boxLow = Math.min(high, low);
                                const boxColor = strengthColor;
                                
                                const topSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                topSeries.setData([{ time: startTs, value: boxHigh }, { time: endTs, value: boxHigh }]);
                                
                                const bottomSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                bottomSeries.setData([{ time: startTs, value: boxLow }, { time: endTs, value: boxLow }]);
                                
                                const leftSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                leftSeries.setData([{ time: startTs, value: boxLow }, { time: startTs, value: boxHigh }]);
                                
                                const rightSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                rightSeries.setData([{ time: endTs, value: boxLow }, { time: endTs, value: boxHigh }]);
                                
                                if (!tvWidget.series.elementKlcFxBoxSeries) tvWidget.series.elementKlcFxBoxSeries = [];
                                tvWidget.series.elementKlcFxBoxSeries.push(topSeries, bottomSeries, leftSeries, rightSeries);
                            }
                        }
                        
                        // 创建小周期分型标记对象，包含tooltip信息
                        const elementFxMarker = {
                            time: timestamp,
                            tooltip: `<div style="color: ${strengthColor}; font-weight: bold;">
                                小周期${fx.is_bottom ? '底分型' : '顶分型'}(合): ${fx.fx_type}<br>
                                强度分数: ${fx.fx_strength}分<br>
                                强度等级: ${fx.fx_strength_level}<br>
                                是否强分型: ${fx.is_strong_fx ? '是' : '否'}<br>
                                价格: ${price.toFixed(4)}<br>
                                时间: ${fx.time}
                            </div>`
                        };
                        
                        elementFxMarkers.push(elementFxMarker);
                        
                    } catch (e) {
                        console.error('绘制小周期KLC分型标记出错:', e);
                    }
                });
            }
            
            // 处理小周期KLU分型
            if ($('#showElementKluFxType').is(':checked') && currentData.element_klu_fx_info && currentData.element_klu_fx_info.length > 0) {
                console.log(`绘制小周期K线未合并分型标记，共${currentData.element_klu_fx_info.length}条`);
                
                currentData.element_klu_fx_info.forEach(function(fx) {
                    try {
                        // 直接使用UTC时间戳（秒）
                        const timestamp = Math.floor(new Date(fx.time).getTime() / 1000);
                        const price = parseFloat(fx.price);
                        
                        if (isNaN(timestamp) || isNaN(price)) {
                            console.error('小周期KLU分型时间或价格转换错误:', fx.time, fx.price);
                            return;
                        }
                        
                        // 小周期 KLU
                        let strengthColor = fx.is_bottom ? '#9A8C98' : '#F2CC8F'; // 底分型用灰紫色，顶分型用浅黄色
                        let displayText = `${fx.fx_strength.toFixed(1)}`;
                        // 构建小周期分型显示文本
                        if (fx.fx_strength < 2.0){ // 调整小周期阈值
                            displayText = fx.fx_strength >= 1.5 ? '' : '' // 0.6以上显示点
                        }
                        displayText = fx.fx_type.replace("TOP", "").replace("BOTTOM", "").replace("11", "");
                        // 小周期KLU分型标记配置
                        const markerConfig = {
                            time: timestamp,
                            position: fx.is_bottom ? 'belowBar' : 'aboveBar',
                            color: strengthColor,
                            // shape: 'triangle', // 使用三角形区分KLU分型
                            text: displayText,
                            size: fx.is_strong_fx ? 0.7 : 0.5 // 小周期KLU标记更小一些
                        };
                        
                        allElementFxMarkers.push(markerConfig);
                        
                        // 创建小周期分型标记对象，包含tooltip信息
                        const elementFxMarker = {
                            time: timestamp,
                            tooltip: `<div style="color: ${strengthColor}; font-weight: bold;">
                                小周期${fx.is_bottom ? '底分型' : '顶分型'}(原): ${fx.fx_type}<br>
                                强度分数: ${fx.fx_strength}分<br>
                                强度等级: ${fx.fx_strength_level}<br>
                                是否强分型: ${fx.is_strong_fx ? '是' : '否'}<br>
                                价格: ${price.toFixed(4)}<br>
                                时间: ${fx.time}
                            </div>`
                        };
                        
                        elementFxMarkers.push(elementFxMarker);
                        
                    } catch (e) {
                        console.error('绘制小周期KLU分型标记出错:', e);
                    }
                });
            }
            
            // 次次周期KLC分型
            if ($('#showSubSubKlcFxType').is(':checked') && currentData.sub_sub_klc_fx_info && currentData.sub_sub_klc_fx_info.length > 0) {
                currentData.sub_sub_klc_fx_info.forEach(function(fx) {
                    try {
                        const timestamp = Math.floor(new Date(fx.time).getTime() / 1000);
                        const price = parseFloat(fx.price);
                        if (isNaN(timestamp) || isNaN(price)) return;
                        const strengthColor = '#00897b';
                        let displayText = (fx.fx_type || '').replace("TOP", "").replace("BOTTOM", "").replace("11", "").replace("21", "").replace("3", "").replace("41", "").replace("51", "").replace("0", "");
                        const markerConfig = {
                            time: timestamp,
                            position: fx.is_bottom ? 'belowBar' : 'aboveBar',
                            color: strengthColor,
                            shape: 'triangle',
                            text: displayText,
                            size: (fx.is_strong_fx ? 0.6 : 0.5)
                        };
                        allElementFxMarkers.push(markerConfig);
                        
                        // 画虚线分型框（次次周期）
                        if (fx.start_time && fx.end_time && fx.high !== null && fx.high !== undefined && fx.low !== null && fx.low !== undefined) {
                            const startTs = Math.floor(new Date(fx.start_time).getTime() / 1000);
                            const endTs = Math.floor(new Date(fx.end_time).getTime() / 1000);
                            const high = parseFloat(fx.high);
                            const low = parseFloat(fx.low);
                            
                            if (!isNaN(startTs) && !isNaN(endTs) && !isNaN(high) && !isNaN(low)) {
                                const boxHigh = Math.max(high, low);
                                const boxLow = Math.min(high, low);
                                const boxColor = strengthColor;
                                
                                const topSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                topSeries.setData([{ time: startTs, value: boxHigh }, { time: endTs, value: boxHigh }]);
                                
                                const bottomSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                bottomSeries.setData([{ time: startTs, value: boxLow }, { time: endTs, value: boxLow }]);
                                
                                const leftSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                leftSeries.setData([{ time: startTs, value: boxLow }, { time: startTs, value: boxHigh }]);
                                
                                const rightSeries = mainChart.addLineSeries({
                                    color: boxColor,
                                    lineWidth: 1,
                                    lineStyle: 2,
                                    lastValueVisible: false,
                                    priceLineVisible: false,
                                    crosshairMarkerVisible: false,
                                });
                                rightSeries.setData([{ time: endTs, value: boxLow }, { time: endTs, value: boxHigh }]);
                                
                                if (!tvWidget.series.subSubKlcFxBoxSeries) tvWidget.series.subSubKlcFxBoxSeries = [];
                                tvWidget.series.subSubKlcFxBoxSeries.push(topSeries, bottomSeries, leftSeries, rightSeries);
                            }
                        }
                    } catch (e) { console.error('绘制次次周期KLC分型标记出错:', e); }
                });
            }
            
            // 将小周期分型标记添加到全局markers中以支持tooltip功能
            if (window.fxMarkers) {
                window.fxMarkers = [...window.fxMarkers, ...elementFxMarkers];
            } else {
                window.fxMarkers = elementFxMarkers;
            }
            
            // 基于后端提供的 KLC 趋势生成标记（不进行任何计算）
            let klcTrendMarkers = [];
            try {
                if (currentData.klc_trend && currentData.klc_trend.length > 0) {
                    console.log('KLC趋势点数量:', currentData.klc_trend.length, currentData.klc_trend.slice(0, 3));
                    // 当前图表的bar时间集合（秒）用于对齐标记到最近的K线
                    const seriesTimes = (typeof candles !== 'undefined' && Array.isArray(candles)) ? new Set(candles.map(c => c.time)) : new Set();
                    const nearestTime = (target) => {
                        if (!Array.isArray(candles) || candles.length === 0) return target;
                        // 简单线性查找（数据量通常可接受），必要时可替换为二分
                        let best = candles[0].time;
                        let bestDiff = Math.abs(best - target);
                        for (let i = 1; i < candles.length; i++) {
                            const t = candles[i].time;
                            const d = Math.abs(t - target);
                            if (d < bestDiff) { best = t; bestDiff = d; }
                        }
                        return best;
                    };

                    klcTrendMarkers = currentData.klc_trend.map(t => {
                        const ts = Math.floor(new Date(t.time).getTime() / 1000);
                        const trendRaw = (t.trend || '').toString().toUpperCase();
                        let timeAligned = seriesTimes.has(ts) ? ts : nearestTime(ts);
                        let marker = { time: timeAligned, position: 'inBar', color: '#9E9E9E', shape: 'square', size: 0.8 };
                        if (trendRaw === 'UP') {
                            marker = { time: timeAligned, position: 'aboveBar', color: '#00C853', shape: 'arrowUp', size: 0.5 };
                        } else if (trendRaw === 'DOWN') {
                            marker = { time: timeAligned, position: 'belowBar', color: '#D32F2F', shape: 'arrowDown', size: 0.5 };
                        } else if (trendRaw === 'FLAT') {
                            marker = { time: timeAligned, position: 'inBar', color: '#9E9E9E', shape: 'circle', size: 0.8 };
                        } else {
                            // UNKNOWN 或其他
                            marker = { time: timeAligned, position: 'inBar', color: '#2196F3', shape: 'square', size: 0.8 };
                        }
                        return marker;
                    });
                    console.log('KLC趋势标记(对齐后)示例:', klcTrendMarkers.slice(0, 5));
                }
            } catch (e) {
                klcTrendMarkers = [];
            }
            // 暴露到全局以便调试或后续合并
            window.klcTrendMarkers = klcTrendMarkers;

            // 无论当前显示主/小周期，只要勾选对应Trend，就叠加出来
            let trendMarkersToUse = [];
            if ($('#showMainTrend').is(':checked')) {
                trendMarkersToUse = trendMarkersToUse.concat(window.klcTrendMarkers || []);
            }
            if ($('#showElementTrend').is(':checked') && currentData.element_klc_trend) {
                const candlesTimes = (typeof candles !== 'undefined' && Array.isArray(candles)) ? new Set(candles.map(c => c.time)) : new Set();
                const nearestTime = (target) => {
                    if (!Array.isArray(candles) || candles.length === 0) return target;
                    let best = candles[0].time, bestDiff = Math.abs(best - target);
                    for (let i = 1; i < candles.length; i++) {
                        const t = candles[i].time, d = Math.abs(t - target);
                        if (d < bestDiff) { best = t; bestDiff = d; }
                    }
                    return best;
                };
                const elementMarkers = currentData.element_klc_trend.map(t => {
                    const ts = Math.floor(new Date(t.time).getTime() / 1000);
                    const trendRaw = (t.trend || '').toString().toUpperCase();
                    const timeAligned = candlesTimes.has(ts) ? ts : nearestTime(ts);
                    if (trendRaw === 'UP') return { time: timeAligned, position: 'aboveBar', color: '#00C853', shape: 'arrowUp', size: 0.5 };
                    if (trendRaw === 'DOWN') return { time: timeAligned, position: 'belowBar', color: '#D32F2F', shape: 'arrowDown', size: 0.5 };
                    if (trendRaw === 'FLAT') return { time: timeAligned, position: 'inBar', color: '#9E9E9E', shape: 'circle', size: 0.8 };
                    return { time: timeAligned, position: 'inBar', color: '#2196F3', shape: 'square', size: 0.8 };
                });
                trendMarkersToUse = trendMarkersToUse.concat(elementMarkers);
            }
            if ($('#showSubSubTrend').is(':checked') && currentData.sub_sub_klc_trend && currentData.sub_sub_klc_trend.length > 0) {
                const candlesTimesSs = (typeof candles !== 'undefined' && Array.isArray(candles)) ? new Set(candles.map(c => c.time)) : new Set();
                const nearestTimeSs = (target) => {
                    if (!Array.isArray(candles) || candles.length === 0) return target;
                    let best = candles[0].time, bestDiff = Math.abs(best - target);
                    for (let i = 1; i < candles.length; i++) {
                        const t = candles[i].time, d = Math.abs(t - target);
                        if (d < bestDiff) { best = t; bestDiff = d; }
                    }
                    return best;
                };
                const subSubColor = '#00897b';
                const subSubMarkers = currentData.sub_sub_klc_trend.map(t => {
                    const ts = Math.floor(new Date(t.time).getTime() / 1000);
                    const trendRaw = (t.trend || '').toString().toUpperCase();
                    const timeAligned = candlesTimesSs.has(ts) ? ts : nearestTimeSs(ts);
                    if (trendRaw === 'UP') return { time: timeAligned, position: 'aboveBar', color: subSubColor, shape: 'arrowUp', size: 0.4 };
                    if (trendRaw === 'DOWN') return { time: timeAligned, position: 'belowBar', color: subSubColor, shape: 'arrowDown', size: 0.4 };
                    if (trendRaw === 'FLAT') return { time: timeAligned, position: 'inBar', color: subSubColor, shape: 'circle', size: 0.5 };
                    return { time: timeAligned, position: 'inBar', color: subSubColor, shape: 'square', size: 0.5 };
                });
                trendMarkersToUse = trendMarkersToUse.concat(subSubMarkers);
            }

            // 合并标记并设置
            const combinedMarkers = [
                ...(window.mainFxMarkers || []),
                ...allElementFxMarkers,
                ...(window.kluDivMarkersMain || []),
                ...(window.kluDivMarkersElement || []),
                ...(window.kluDivMarkersSubSub || []),
                ...trendMarkersToUse,
                ...(window.bspMarkers || [])
            ];
            if (combinedMarkers.length > 0) {
                console.log(
                    '合并设置', combinedMarkers.length, '个标记（主周期分型:',
                    (window.mainFxMarkers || []).length,
                    '个，小周期分型:', allElementFxMarkers.length,
                    '个，UnitTF:', (window.unittfMarkers || []).length,
                    '个，BSP标记:', (window.bspMarkers || []).length,
                    '个）'
                );
                
                // 根据当前主系列类型设置标记
                const klineType = ($('#klineType').val() || (showOriginalKline ? 'candlestick' : 'line'));
                let targetSeries = null;
                if (klineType === 'candlestick') targetSeries = tvWidget.series.candleSeries;
                else if (klineType === 'renko') targetSeries = tvWidget.series.renkoSeries;
                else if (klineType === 'heikin') targetSeries = tvWidget.series.heikinSeries;
                else if (klineType === 'bar') targetSeries = tvWidget.series.barSeries;
                else if (klineType === 'line') targetSeries = tvWidget.series.lineSeries;
                else if (klineType === 'area') targetSeries = tvWidget.series.areaSeries;
                else if (klineType === 'baseline') targetSeries = tvWidget.series.baselineSeries;
                else if (klineType === 'klc') targetSeries = tvWidget.series.klcSeries;
                if (targetSeries) {
                    try {
                        targetSeries.setMarkers(combinedMarkers);
                    } catch (e) {
                        console.warn('设置主系列标记失败(可能series已释放):', e);
                    }
                } else {
                    console.log('未找到主数据系列，无法设置标记');
                }
            }
            
        } else {
            console.log('绘制小周期分型标记 - 已禁用或无数据');
            
            // 计算并缓存KLC趋势标记（即使未启用小周期分型，也应显示趋势）
            try {
                let klcTrendMarkers = [];
                if (currentData.klc_trend && currentData.klc_trend.length > 0) {
                    console.log('KLC趋势点数量:', currentData.klc_trend.length, currentData.klc_trend.slice(0, 3));
                    const seriesTimes = (typeof candles !== 'undefined' && Array.isArray(candles)) ? new Set(candles.map(c => c.time)) : new Set();
                    const nearestTime = (target) => {
                        if (!Array.isArray(candles) || candles.length === 0) return target;
                        let best = candles[0].time;
                        let bestDiff = Math.abs(best - target);
                        for (let i = 1; i < candles.length; i++) {
                            const t = candles[i].time;
                            const d = Math.abs(t - target);
                            if (d < bestDiff) { best = t; bestDiff = d; }
                        }
                        return best;
                    };
                    klcTrendMarkers = currentData.klc_trend.map(t => {
                        const ts = Math.floor(new Date(t.time).getTime() / 1000);
                        const trendRaw = (t.trend || '').toString().toUpperCase();
                        const timeAligned = seriesTimes.has(ts) ? ts : nearestTime(ts);
                        if (trendRaw === 'UP') {
                            return { time: timeAligned, position: 'aboveBar', color: '#00C853', shape: 'arrowUp', size: 0.5 };
                        } else if (trendRaw === 'DOWN') {
                            return { time: timeAligned, position: 'belowBar', color: '#D32F2F', shape: 'arrowDown', size: 0.5 };
                        } else if (trendRaw === 'FLAT') {
                            return { time: timeAligned, position: 'inBar', color: '#9E9E9E', shape: 'circle', size: 0.8 };
                        } else {
                            return { time: timeAligned, position: 'inBar', color: '#2196F3', shape: 'square', size: 0.8 };
                        }
                    });
                    console.log('KLC趋势标记(对齐后)示例:', klcTrendMarkers.slice(0, 5));
                }
                window.klcTrendMarkers = klcTrendMarkers;
            } catch (e) {
                window.klcTrendMarkers = [];
            }

            // 与上方一致：勾选哪个Trend就显示哪个
            let trendMarkersToUse = [];
            if ($('#showMainTrend').is(':checked')) {
                trendMarkersToUse = trendMarkersToUse.concat(window.klcTrendMarkers || []);
            }
            if ($('#showElementTrend').is(':checked') && currentData.element_klc_trend) {
                const candlesTimes = (typeof candles !== 'undefined' && Array.isArray(candles)) ? new Set(candles.map(c => c.time)) : new Set();
                const nearestTime = (target) => {
                    if (!Array.isArray(candles) || candles.length === 0) return target;
                    let best = candles[0].time, bestDiff = Math.abs(best - target);
                    for (let i = 1; i < candles.length; i++) {
                        const t = candles[i].time, d = Math.abs(t - target);
                        if (d < bestDiff) { best = t; bestDiff = d; }
                    }
                    return best;
                };
                const elementMarkers = currentData.element_klc_trend.map(t => {
                    const ts = Math.floor(new Date(t.time).getTime() / 1000);
                    const trendRaw = (t.trend || '').toString().toUpperCase();
                    const timeAligned = candlesTimes.has(ts) ? ts : nearestTime(ts);
                    if (trendRaw === 'UP') return { time: timeAligned, position: 'aboveBar', color: '#00C853', shape: 'arrowUp', size: 0.5 };
                    if (trendRaw === 'DOWN') return { time: timeAligned, position: 'belowBar', color: '#D32F2F', shape: 'arrowDown', size: 0.5 };
                    if (trendRaw === 'FLAT') return { time: timeAligned, position: 'inBar', color: '#9E9E9E', shape: 'circle', size: 0.8 };
                    return { time: timeAligned, position: 'inBar', color: '#2196F3', shape: 'square', size: 0.8 };
                });
                trendMarkersToUse = trendMarkersToUse.concat(elementMarkers);
            }
            if ($('#showSubSubTrend').is(':checked') && currentData.sub_sub_klc_trend && currentData.sub_sub_klc_trend.length > 0) {
                const candlesTimesSs2 = (typeof candles !== 'undefined' && Array.isArray(candles)) ? new Set(candles.map(c => c.time)) : new Set();
                const nearestTimeSs2 = (target) => {
                    if (!Array.isArray(candles) || candles.length === 0) return target;
                    let best = candles[0].time, bestDiff = Math.abs(best - target);
                    for (let i = 1; i < candles.length; i++) {
                        const t = candles[i].time, d = Math.abs(t - target);
                        if (d < bestDiff) { best = t; bestDiff = d; }
                    }
                    return best;
                };
                const subSubColor2 = '#00897b';
                const subSubMarkers2 = currentData.sub_sub_klc_trend.map(t => {
                    const ts = Math.floor(new Date(t.time).getTime() / 1000);
                    const trendRaw = (t.trend || '').toString().toUpperCase();
                    const timeAligned = candlesTimesSs2.has(ts) ? ts : nearestTimeSs2(ts);
                    if (trendRaw === 'UP') return { time: timeAligned, position: 'aboveBar', color: subSubColor2, shape: 'arrowUp', size: 0.4 };
                    if (trendRaw === 'DOWN') return { time: timeAligned, position: 'belowBar', color: subSubColor2, shape: 'arrowDown', size: 0.4 };
                    if (trendRaw === 'FLAT') return { time: timeAligned, position: 'inBar', color: subSubColor2, shape: 'circle', size: 0.5 };
                    return { time: timeAligned, position: 'inBar', color: subSubColor2, shape: 'square', size: 0.5 };
                });
                trendMarkersToUse = trendMarkersToUse.concat(subSubMarkers2);
            }
            // 这里的 onlyMainAndU 实际上是「最终要挂到主K线上」的一组标记
            // 之前没有把 window.bspMarkers 合进去，导致上面已经合并了 BSP 标记，
            // 但在这里再次调用 setMarkers 时把 BSP 覆盖掉了，从而前端看不到买卖点。
            // 修复：把 BSP 标记一并合并进来。
            const onlyMainAndU = [
                ...(window.mainFxMarkers || []),
                ...(window.kluDivMarkersMain || []),
                ...(window.kluDivMarkersElement || []),
                ...(window.kluDivMarkersSubSub || []),
                ...trendMarkersToUse,
                ...(window.bspMarkers || [])
            ];
            if (onlyMainAndU.length > 0) {
                console.log('仅设置', onlyMainAndU.length, '个主周期/UnitTF标记（主周期分型:', (window.mainFxMarkers || []).length, '，UnitTF:', (window.unittfMarkers || []).length, '）');
                
                // 根据当前主系列类型设置标记
                const klineType2 = ($('#klineType').val() || (showOriginalKline ? 'candlestick' : 'line'));
                let targetSeries2 = null;
                if (klineType2 === 'candlestick') targetSeries2 = tvWidget.series.candleSeries;
                else if (klineType2 === 'renko') targetSeries2 = tvWidget.series.renkoSeries;
                else if (klineType2 === 'heikin') targetSeries2 = tvWidget.series.heikinSeries;
                else if (klineType2 === 'bar') targetSeries2 = tvWidget.series.barSeries;
                else if (klineType2 === 'line') targetSeries2 = tvWidget.series.lineSeries;
                else if (klineType2 === 'area') targetSeries2 = tvWidget.series.areaSeries;
                else if (klineType2 === 'baseline') targetSeries2 = tvWidget.series.baselineSeries;
                else if (klineType2 === 'klc') targetSeries2 = tvWidget.series.klcSeries;
                if (targetSeries2) {
                    try {
                        targetSeries2.setMarkers(onlyMainAndU);
                    } catch (e) {
                        console.warn('设置主系列标记失败(可能series已释放):', e);
                    }
                } else {
                    console.log('未找到主数据系列，无法设置标记');
                }
            } else {
                console.log('没有分型标记需要显示，清空图表标记');
                // 清空图表上的所有主系列标记
                const klineType3 = ($('#klineType').val() || (showOriginalKline ? 'candlestick' : 'line'));
                let targetSeries3 = null;
                if (klineType3 === 'candlestick') targetSeries3 = tvWidget.series.candleSeries;
                else if (klineType3 === 'renko') targetSeries3 = tvWidget.series.renkoSeries;
                else if (klineType3 === 'heikin') targetSeries3 = tvWidget.series.heikinSeries;
                else if (klineType3 === 'bar') targetSeries3 = tvWidget.series.barSeries;
                else if (klineType3 === 'line') targetSeries3 = tvWidget.series.lineSeries;
                else if (klineType3 === 'area') targetSeries3 = tvWidget.series.areaSeries;
                else if (klineType3 === 'baseline') targetSeries3 = tvWidget.series.baselineSeries;
                else if (klineType3 === 'klc') targetSeries3 = tvWidget.series.klcSeries;
                if (targetSeries3) {
                    try {
                        targetSeries3.setMarkers([]);
                    } catch (e) {
                        console.warn('清空主系列标记失败(可能series已释放):', e);
                    }
                }
            }
        }
        
        // 同步所有图表的时间轴配置
        const syncTimeScaleSettings = () => {
            // 获取主图表的时间轴设置
            const mainTimeScale = mainChart.timeScale();
            const baseOptions = {
                timeVisible: true,
                secondsVisible: false,
                borderColor: '#ddd',
                barSpacing: symbolConfig.type === 'a_stock' ? 6 : 10,
                rightOffset: 12,
                lockVisibleTimeRangeOnResize: true,
                // 关键：确保所有图表边缘行为完全一致
                fixLeftEdge: false,
                fixRightEdge: false,
                // 确保时间刻度行为一致
                ticksVisible: true,
                minimumHeight: 0,
            };
            
            console.log('🔧 同步时间轴设置:', baseOptions);
            
            // 应用相同的设置到所有图表
            mainChart.timeScale().applyOptions(baseOptions);
            volumeChart.timeScale().applyOptions(baseOptions);
            atrChart.timeScale().applyOptions(baseOptions);
            if (showMacd && macdChart) {
                macdChart.timeScale().applyOptions(baseOptions);
            }
        };
        
        // 首先同步时间轴设置
        syncTimeScaleSettings();
        
        // 仅在没有待恢复视图时，设置默认可见范围
        const totalBars = candles ? candles.length : 0;
        const visibleBarsCount = 200;
        const hasPendingRestoreView = !!window._pendingRestoreView;
        if (!hasPendingRestoreView) {
            // 显示最近 200 根K线而非全部挤压（避免K线过多时重叠）
            if (totalBars > visibleBarsCount) {
                const rangeFrom = totalBars - visibleBarsCount;
                const rangeTo = totalBars + 12;
                mainChart.timeScale().setVisibleLogicalRange({ from: rangeFrom, to: rangeTo });
            } else {
                mainChart.timeScale().fitContent();
            }
        }
        
        // 立即同步其他图表到主图表的范围
        setTimeout(() => {
            const logRange = mainChart.timeScale().getVisibleLogicalRange();
            if (logRange) {
                console.log('🔧 同步可见范围:', logRange);
                volumeChart.timeScale().setVisibleLogicalRange(logRange);
                atrChart.timeScale().setVisibleLogicalRange(logRange);
                if (showMacd && macdChart) {
                    macdChart.timeScale().setVisibleLogicalRange(logRange);
                }
                if (showMacd && chanMacdChart) {
                    chanMacdChart.timeScale().setVisibleLogicalRange(logRange);
                }
                console.log('🔧 时间轴同步完成');
            }
        }, 50);
        
        // 保存图表对象
        tvWidget.mainChart = mainChart;
        tvWidget.volumeChart = volumeChart;
        tvWidget.atrChart = atrChart;
        tvWidget.macdChart = macdChart;
        tvWidget.chanMacdChart = chanMacdChart;
        tvWidget.state.isInitialized = true;
        // 注册窗口卸载时释放资源，避免GPU内存泄漏
        window.onbeforeunload = function() {
            try {
                if (tvWidget && tvWidget.state && tvWidget.state.isInitialized) {
                    if (tvWidget.mainChart && typeof tvWidget.mainChart.remove === 'function') tvWidget.mainChart.remove();
                    if (tvWidget.volumeChart && typeof tvWidget.volumeChart.remove === 'function') tvWidget.volumeChart.remove();
                    if (tvWidget.macdChart && typeof tvWidget.macdChart.remove === 'function') tvWidget.macdChart.remove();
                    if (tvWidget.chanMacdChart && typeof tvWidget.chanMacdChart.remove === 'function') tvWidget.chanMacdChart.remove();
                    if (tvWidget.atrChart && typeof tvWidget.atrChart.remove === 'function') tvWidget.atrChart.remove();
                }
            } catch (e) {}
        };
        
        // 初始化默认均线/布林带配置（仅在首次初始化时）
        if (!hasInitializedDefaultMAs && movingAverages.length === 0) {
            console.log('初始化默认均线与布林带指标');
            
            if (typeof maIdCounter !== 'number' || !Number.isFinite(maIdCounter)) {
                maIdCounter = 0;
            }
            if (typeof bbIdCounter !== 'number' || !Number.isFinite(bbIdCounter)) {
                bbIdCounter = 0;
            }
            
            const defaultMAs = [
                { type: 'EMA', length: 13, color: '#800080', name: 'EMA13', visible: true },   // 紫色
                { type: 'EMA', length: 26, color: '#FF8C00', name: 'EMA26', visible: true },   // 橙色
                { type: 'EMA', length: 52, color: '#000000', name: 'EMA52', visible: false },    // 黑色
                { type: 'EMA', length: 104, color: '#1E90FF', name: 'EMA104', visible: false },   // 蓝色
                { type: 'EMA', length: 156, color: '#F700FF', name: 'EMA156', visible: false }   // 粉色
            ];
            
            defaultMAs.forEach(ma => {
                const config = {
                    id: ++maIdCounter,
                    type: ma.type,
                    length: ma.length,
                    source: 'close',
                    smoothType: 'none',
                    smoothLength: 3,
                    lineWidth: 1,   // 1px线宽
                    lineStyle: 0,   // 实线
                    color: ma.color,
                    visible: ma.visible
                };
                
                movingAverages.push(config);
                console.log(`添加默认${ma.name}:`, ma.color);
            });
            
            if (bollingerBands.length === 0) {
                const defaultBB = {
                    id: ++bbIdCounter,
                    type: 'Bollinger Bands',
                    length: 20,
                    upperMultiplier: 2,
                    lowerMultiplier: 2,
                    source: 'close',
                    lineWidth: 1,
                    lineStyle: 0,
                    upperColor: '#ff6b6b',
                    middleColor: '#ffffff',
                    lowerColor: '#ff6b6b',
                    visible: false
                };
                bollingerBands.push(defaultBB);
                console.log('添加默认布林带: BB(20, 2, 2)');
            }
            
            console.log('默认指标配置完成，当前均线数量', movingAverages.length, '布林带数量', bollingerBands.length);
            hasInitializedDefaultMAs = true;
        }
        
        // 添加均线到图表
        addMovingAveragesToChart(candles);
        
        // 添加布林带到图表
        addBollingerBandsToChart(candles);
        
        // 更新技术指标面板显示
        updateIndicatorPanel();
        
        // 绑定同步事件
        bindSyncEvents(mainChartContainer, volumeChartContainer, atrChartContainer, macdChartContainer, chanMacdChartContainer, mainChart, volumeChart, atrChart, macdChart, chanMacdChart, showMacd);
        
        // 最终确保所有图表时间轴对齐（同时恢复刷新前保存的缩放/位置）
        setTimeout(() => {
            const allCharts = [mainChart, volumeChart, atrChart];
            if (showMacd && macdChart) allCharts.push(macdChart);
            if (showMacd && chanMacdChart) allCharts.push(chanMacdChart);
            
            // 检查是否有待恢复的视图（缩放 + 位置）
            const pending = window._pendingRestoreView;
            window._pendingRestoreView = null;
            
            if (pending) {
                // 恢复刷新前的缩放和位置（优先可见范围/逻辑范围，最后回退到滚动位置）
                console.log('📌 恢复图表视图:', JSON.stringify(pending));
                restoreChartViewState(allCharts, pending);
            } else {
                // 无保存视图，正常同步主图到子图
                const visibleRange = mainChart.timeScale().getVisibleRange();
                if (visibleRange) {
                    console.log('🔧 最终同步可见范围:', visibleRange);
                    [volumeChart, atrChart].concat(
                        showMacd && macdChart ? [macdChart] : [],
                        showMacd && chanMacdChart ? [chanMacdChart] : []
                    ).forEach(c => {
                        try { c.timeScale().setVisibleRange(visibleRange); } catch(e) {}
                    });
                }
            }
            console.log('🔧 最终时间轴对齐完成');
        }, 150);
        // 只有在时间输入框都为空时才设置图表默认时间范围
        if (!$('#start_time').val() && !$('#end_time').val()) {
            setDefaultTimeRange();
        }

        // 添加买卖点提示
        // 初始化 tooltip 与 U 显示状态
        window.showUOnMain = $('#toggleUOnMain').is(':checked');
        window.showUOnElement = $('#toggleUOnElement').is(':checked');
        setupTooltip(mainChart, [], [], mainChartContainer, volumeChartContainer, atrChartContainer, macdChartContainer, chanMacdChartContainer, volumeChart, atrChart, macdChart, chanMacdChart, showMacd);
       
        // 更新EMA52显示
        if (currentData) {
            updateEMA52Display(currentData);
        }
        
        console.log('图表初始化完成');
    } catch (e) {
        console.error('图表初始化错误:', e);
    }
}
// 增量更新图表数据