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Porter
2025-06-01 01:13:00 +08:00
parent db071831ec
commit f6224f08c9
12 changed files with 302 additions and 73 deletions
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web/app.py
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@@ -201,8 +201,6 @@ def get_crypto_kl_data(symbol, timeframe, limit=1000, start_time=None, end_time=
print(f"未指定明确时间范围，应用默认限制，返回最新的 {limit} 条记录")
df = df.tail(limit).reset_index(drop=True)
df = add_indicators(df)
# 如果过滤后没有数据，返回None
if len(df) == 0:
print("过滤后无数据")
@@ -290,6 +288,19 @@ def add_indicators(df):
df['ma30'] = (ta.EMA(df, timeperiod=30)).fillna(0)
df['ma250'] = (ta.MA(df, timeperiod=250)).fillna(0)
df['rsi'] = ta.RSI(df, timeperiod=14)
# 计算布林带 (当前周期 - 20周期，2标准差)
bb = ta.BBANDS(df, timeperiod=20, nbdevup=2.0, nbdevdn=2.0, matype=0)
df['bb_upper'] = bb['upperband'].fillna(0)
df['bb_middle'] = bb['middleband'].fillna(0)
df['bb_lower'] = bb['lowerband'].fillna(0)
# 计算次周期布林带 (14周期，2标准差)
bb_element = ta.BBANDS(df, timeperiod=14, nbdevup=2.0, nbdevdn=2.0, matype=0)
df['element_bb_upper'] = bb_element['upperband'].fillna(0)
df['element_bb_middle'] = bb_element['middleband'].fillna(0)
df['element_bb_lower'] = bb_element['lowerband'].fillna(0)
df['macd'] = df['macd'].fillna(0)
df['macdsignal'] = df['macdsignal'].fillna(0)
df['macdhist'] = df['macdhist'].fillna(0)
@@ -532,25 +543,14 @@ def is_smaller_or_equal_timeframe(tf1, tf2):
return tf1_value <= tf2_value
def clean_dataframe_for_json(df):
"""清理DataFrame中的NaN值，确保JSON序列化正常"""
# 创建副本以避免修改原数据
df_clean = df.copy()
"""清理DataFrame数据用于JSON序列化"""
# 创建副本避免修改原始数据
clean_df = df.copy()
# 将NaN、inf、-inf替换为None
df_clean = df_clean.replace([np.nan, np.inf, -np.inf], None)
# 替换NaN值为None
clean_df = clean_df.where(pd.notnull(clean_df), None)
# 处理数值列，确保值为有限数字或None
numeric_columns = df_clean.select_dtypes(include=[np.number]).columns
for col in numeric_columns:
# 确保所有数值都是有限的
df_clean[col] = df_clean[col].apply(lambda x: x if (x is not None and np.isfinite(x)) else None)
# 处理时间列，确保格式正确
datetime_columns = df_clean.select_dtypes(include=['datetime64']).columns
for col in datetime_columns:
df_clean[col] = df_clean[col].dt.strftime('%Y-%m-%d %H:%M:%S')
return df_clean
return clean_df
@app.route('/')
def index():
@@ -615,6 +615,10 @@ def analyze():
# 如果不是只需要分形元素数据，则添加主周期数据
if not elements_only:
print(f"处理主周期数据 (elements_only={elements_only})")
# 添加技术指标（包括布林带）
df = add_indicators(df)
# 进行缠论分析
analysis_result = analyze_chan(df)
@@ -661,6 +665,17 @@ def analyze():
'desc': point['desc']
} for point in analysis_result['trade_points']],
'macd': macd_data,
# 添加布林带数据
'bollinger': {
'upper': df['bb_upper'].tolist(),
'middle': df['bb_middle'].tolist(),
'lower': df['bb_lower'].tolist()
},
'element_bollinger': {
'upper': df['element_bb_upper'].tolist(),
'middle': df['element_bb_middle'].tolist(),
'lower': df['element_bb_lower'].tolist()
},
# 添加K线分型信息
'klc_fx_info': [{
'time': format_time_safely(point['time'], client_tz),
@@ -682,6 +697,9 @@ def analyze():
element_df = get_kl_data(symbol, element_timeframe, start_time=start_time, end_time=end_time)
if element_df is not None and len(element_df) > 0:
# 添加小周期技术指标（包括布林带）
element_df = add_indicators(element_df)
# 对小周期数据进行缠论分析
element_analysis = analyze_chan(element_df)
@@ -692,6 +710,18 @@ def analyze():
result['element_timeframe'] = element_timeframe
result['element_macd'] = element_macd_data # 添加小周期MACD数据
# 添加小周期布林带数据
result['element_bollinger'] = {
'upper': element_df['bb_upper'].tolist(),
'middle': element_df['bb_middle'].tolist(),
'lower': element_df['bb_lower'].tolist()
}
result['element_element_bollinger'] = {
'upper': element_df['element_bb_upper'].tolist(),
'middle': element_df['element_bb_middle'].tolist(),
'lower': element_df['element_bb_lower'].tolist()
}
result['element_bi_list'] = [{
'start_time': bi.start_klc.end_time if isinstance(bi.start_klc.end_time, str) else bi.start_klc.end_time.astimezone(client_tz).isoformat(),
'end_time': (bi.end_klc.end_time if isinstance(bi.end_klc.end_time, str) else bi.end_klc.end_time.astimezone(client_tz).isoformat()) if bi.end_klc else None,
@@ -720,7 +750,6 @@ def analyze():
'is_sure': zs.is_sure # 添加中枢是否完成的标志
} for zs in element_analysis['zs_list'] if zs.end_klc]
# 添加小周期未完成中枢列表
result['element_uncompleted_zs_list'] = [{
'start_time': zs.start_klc.end_time if isinstance(zs.start_klc.end_time, str) else zs.start_klc.end_time.astimezone(client_tz).isoformat(),
'end_time': None, # 未完成中枢没有结束时间
web/templates/index.html
+253 -53
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@@ -327,7 +327,7 @@
{% endfor %}
</select>
</div>
<div class="col-md-2">
<div class="col-md-1">
<label for="timezone" class="form-label">时区:</label>
<select id="timezone" class="form-select">
<option value="UTC">UTC</option>
@@ -338,21 +338,23 @@
<option value="Asia/Tokyo">Asia/Tokyo (UTC+9)</option>
</select>
</div>
<div class="col-md-2">
<div class="col-md-3">
<label for="start_time" class="form-label">开始时间:</label>
<input type="datetime-local" id="start_time" class="form-control">
</div>
<div class="col-md-2">
<div class="col-md-3">
<label for="end_time" class="form-label">结束时间:</label>
<input type="datetime-local" id="end_time" class="form-control">
</div>
<div class="col-md-1">
<button class="btn btn-primary w-100" onclick="updateChart()">分析</button>
<button class="btn btn-primary w-100" onclick="updateChart()" style="padding: 8px 6px; font-size: 14px;">
分析
</button>
</div>
</div>
<div class="row mt-3">
<div class="col-md-7">
<div class="col-md-8">
<div class="d-flex align-items-center">
<label class="form-label me-3 mb-0">基础显示:</label>
<div class="form-check form-check-inline">
@@ -397,6 +399,10 @@
<input class="form-check-input" type="checkbox" id="showKlcFxType" checked>
<label class="form-check-label" for="showKlcFxType">分型</label>
</div>
<div class="form-check form-check-inline">
<input class="form-check-input" type="checkbox" id="showMainBollinger">
<label class="form-check-label" for="showMainBollinger">布林带</label>
</div>
</div>
<div class="d-flex align-items-center mt-2">
<label class="form-label me-3 mb-0">次周期:</label>
@@ -424,22 +430,25 @@
<input class="form-check-input" type="checkbox" id="showElementKlcFxType">
<label class="form-check-label" for="showElementKlcFxType">分型</label>
</div>
<div class="form-check form-check-inline">
<input class="form-check-input" type="checkbox" id="showElementBollinger">
<label class="form-check-label" for="showElementBollinger">布林带</label>
</div>
</div>
</div>
<div class="col-md-5">
<div class="d-flex align-items-center">
<label for="elementTimeframe" class="form-label me-3 mb-0">次级别时间周期:</label>
<select id="elementTimeframe" class="form-select form-select-sm" style="width: auto;">
<div class="col-md-4">
<div class="d-flex align-items-center mb-2">
<label for="elementTimeframe" class="form-label me-2 mb-0">次级别时间周期:</label>
<select id="elementTimeframe" class="form-select form-select-sm me-2" style="width: 120px;">
{% for value, label in timeframes.items() %}
<option value="{{ value }}" {% if value == '1m' %}selected{% endif %}>{{ label }}</option>
{% endfor %}
</select>
<small class="text-muted ms-2">仅影响笔、线段和中枢分析</small>
</div>
<div class="d-flex align-items-center mt-2">
<label for="refreshInterval" class="form-label me-3 mb-0">自动刷新:</label>
<select id="refreshInterval" class="form-select form-select-sm me-2" style="width: auto;">
<div class="d-flex align-items-center mb-2">
<label for="refreshInterval" class="form-label me-2 mb-0">自动刷新:</label>
<select id="refreshInterval" class="form-select form-select-sm me-2" style="width: 80px;">
<option value="0.0833">5秒</option>
<option value="0.1667">10秒</option>
<option value="0.25">15秒</option>
@@ -450,18 +459,18 @@
<option value="5" selected>5分钟</option>
<option value="10">10分钟</option>
</select>
<div class="form-check form-check-inline m-0">
<div class="form-check form-check-inline me-2">
<input class="form-check-input" type="checkbox" id="autoRefresh">
<label class="form-check-label" for="autoRefresh">启用</label>
</div>
<span id="nextRefreshTime" class="ms-2 text-muted" style="display:none;font-size:0.85rem;"></span>
<span id="nextRefreshTime" class="text-muted" style="display:none;font-size:0.85rem;"></span>
<div id="refreshLoadingSpinner" class="loading-spinner ms-2" style="display:none;"></div>
</div>
<!-- 添加数据回放控制面板 -->
<div class="d-flex align-items-center mt-2">
<label for="replayInterval" class="form-label me-3 mb-0">数据回放:</label>
<select id="replayInterval" class="form-select form-select-sm me-2" style="width: auto;">
<div class="d-flex align-items-center">
<label for="replayInterval" class="form-label me-2 mb-0">数据回放:</label>
<select id="replayInterval" class="form-select form-select-sm me-2" style="width: 80px;">
<option value="0.5">0.5秒</option>
<option value="1" selected>1秒</option>
<option value="2">2秒</option>
@@ -479,8 +488,8 @@
<i class="bi bi-stop-fill"></i> 停止
</button>
</div>
<span id="replayStatus" class="ms-2 text-muted" style="font-size:0.85rem;"></span>
<div id="replayProgress" class="progress ms-2" style="width: 100px; height: 8px; display: none;">
<span id="replayStatus" class="text-muted" style="font-size:0.85rem;"></span>
<div id="replayProgress" class="progress ms-2" style="width: 80px; height: 8px; display: none;">
<div class="progress-bar progress-bar-striped progress-bar-animated" role="progressbar" style="width: 0%"></div>
</div>
</div>
@@ -733,7 +742,9 @@
elementSegSeries: [],
elementZsSeries: [],
elementUncompletedZsSeries: [],
tradePointSeries: []
tradePointSeries: [],
mainBollingerSeries: [],
elementBollingerSeries: []
},
state: {
isInitialized: false,
@@ -955,6 +966,15 @@
refreshChartOnly();
});
// 添加布林带显示变更事件
$('#showMainBollinger').change(function() {
updateChartDisplay();
});
$('#showElementBollinger').change(function() {
updateChartDisplay();
});
// 添加K线周期切换事件监听器
$('input[name="klinePeriod"]').change(function() {
console.log('K线周期切换:', $(this).attr('id'), $(this).is(':checked'));
@@ -1055,6 +1075,8 @@
console.log('- 显示小周期分型:', $('#showElementKlcFxType').is(':checked'));
console.log('- 显示买卖点:', $('#showTradePoints').is(':checked'));
console.log('- 显示原始K线:', $('#showOriginalKline').is(':checked'));
console.log('- 显示主周期布林带:', $('#showMainBollinger').is(':checked'));
console.log('- 显示次周期布林带:', $('#showElementBollinger').is(':checked'));
// 重新初始化图表，这将清除旧图形并重新绘制
initTradingView($('#symbol').val(), $('#timeframe').val());
@@ -1302,7 +1324,9 @@
elementSegSeries: [],
elementZsSeries: [],
elementUncompletedZsSeries: [],
tradePointSeries: []
tradePointSeries: [],
mainBollingerSeries: [],
elementBollingerSeries: []
},
state: {
isInitialized: false,
@@ -1914,33 +1938,32 @@
// 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macd_div标记: ${bi.macd_div.toFixed(2)}, 在时间点: ${endTime}`);
console.log(`添加主周期macd_div标记: ${bi.macd_div.toFixed(2)}, 在时间点: ${endTime}`);
const macdDivLabel = mainChart.addLineSeries({
lastValueVisible: false,
priceLineVisible: false,
color: 'transparent', // 设置为透明色
lineWidth: 0, // 线宽为0
});
// 确定标记位置
const markerPosition = bi.direction === 1 ? 'aboveBar' : 'belowBar';
const labelValue = bi.direction === 1 ? endPrice + (endPrice * 0.005) : endPrice - (endPrice * 0.005);
const arrayShape = bi.direction === 1 ? 'arrowDown' : 'arrowUp';
// 简化标记显示
// 添加一个透明的数据点用于承载标记
macdDivLabel.setData([
{ time: endTime, value: labelValue }
{ time: endTime, value: endPrice }
]);
// 使用不同方式添加文本标记
// 主周期MACD背离标记根据笔方向显示，远离K线避免与分型重叠
const markerPosition = bi.direction === 1 ? 'aboveBar' : 'belowBar';
const textColor = bi.macd_div > 0 ? '#dc3545' : '#28a745';
const textSize = Math.min(14, Math.max(10, Math.abs(bi.macd_div) * 2));
// 只使用标记，不添加数据点
macdDivLabel.setMarkers([
{
time: endTime,
position: markerPosition,
color: textColor,
shape: arrayShape,
text: bi.macd_div.toFixed(2),
text: `${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
}
]);
}
@@ -1998,29 +2021,27 @@
const macdDivLabel = mainChart.addLineSeries({
lastValueVisible: false,
priceLineVisible: false,
color: 'transparent', // 设置为透明色
lineWidth: 0, // 线宽为0
});
// 确定标记位置
const markerPosition = bi.direction === 1 ? 'aboveBar' : 'belowBar';
const labelValue = bi.direction === 1 ? endPrice + (endPrice * 0.005) : endPrice - (endPrice * 0.005);
const arrayShape = bi.direction === 1 ? 'arrowDown' : 'arrowUp';
// 简化标记显示
// 添加一个透明的数据点用于承载标记
macdDivLabel.setData([
{ time: endTime, value: labelValue }
{ time: endTime, value: endPrice }
]);
// 使用不同方式添加文本标记
// 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';
const textSize = Math.min(14, Math.max(10, Math.abs(bi.macd_div) * 2));
// 只使用标记，不添加数据点
macdDivLabel.setMarkers([
{
time: endTime,
position: markerPosition,
color: textColor,
shape: arrayShape,
text: bi.macd_div.toFixed(2),
transparent: true,
color: textColor,
text: `${bi.macd_div.toFixed(2)}`, // 添加E前缀区分次周期
size: 0.4, // 更小的尺寸，让分型标记有更多空间
}
]);
}
@@ -2977,6 +2998,171 @@
console.log('绘制买卖点 - 已禁用');
}
// 绘制布林带
if ($('#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:', $('#showKlcFxType').is(':checked'));
@@ -3034,8 +3220,8 @@
is_strong_fx: fx.is_strong_fx
});
let displayText = `${fx.fx_strength_level} ${fx.fx_strength.toFixed(1)}`;
if (fx.fx_strength < 1.4) {
displayText = ''
if (fx.fx_strength < 1.0) { // 降低阈值，让更多分型显示
displayText = fx.fx_strength >= 0.8 ? '•' : '' // 0.8以上显示点，0.8以下不显示文本
}
console.log('显示文本:', displayText);
@@ -3044,9 +3230,9 @@
time: timestamp,
position: fx.is_bottom ? 'belowBar' : 'aboveBar',
color: strengthColor,
shape: fx.is_strong_fx ? 'square' : 'circle',
shape: 'circle',
text: displayText,
size: fx.is_strong_fx ? 2 : 1
size: fx.is_strong_fx ? 1 : 0.6 // 调整尺寸，强分型稍大，普通分型更小
};
console.log('标记配置:', markerConfig);
@@ -3125,8 +3311,8 @@
}
let displayText = `${fx.fx_strength_level} ${fx.fx_strength.toFixed(1)}`;
// 构建小周期分型显示文本
if (fx.fx_strength < 1){
displayText = ''
if (fx.fx_strength < 0.8){ // 调整小周期阈值
displayText = fx.fx_strength >= 0.6 ? '•' : '' // 0.6以上显示点
}
// 小周期分型标记配置 - 根据分型类型使用正确的箭头形状
@@ -3134,8 +3320,9 @@
time: timestamp,
position: fx.is_bottom ? 'belowBar' : 'aboveBar',
color: strengthColor,
shape: 'circle',
text: displayText,
size: fx.is_strong_fx ? 2 : 1
size: fx.is_strong_fx ? 0.8 : 0.6 // 小周期标记整体更小一些
};
console.log('小周期分型标记配置:', markerConfig);
@@ -4353,7 +4540,9 @@
elementSegSeries: [],
elementZsSeries: [],
elementUncompletedZsSeries: [],
tradePointSeries: []
tradePointSeries: [],
mainBollingerSeries: [],
elementBollingerSeries: []
};
} catch (e) {
console.error('销毁图表错误:', e);
@@ -4797,6 +4986,15 @@
refreshChart(currentData);
});
// 绑定布林带显示变更事件
$('#showMainBollinger').change(function() {
updateChartDisplay();
});
$('#showElementBollinger').change(function() {
updateChartDisplay();
});
// 绑定K线周期切换
$('input[name="klinePeriod"]').change(function() {
refreshChart(currentData);
@@ -4814,6 +5012,8 @@
'showKlcFxType': $('#showKlcFxType').is(':checked'),
'showElementKlcFxType': $('#showElementKlcFxType').is(':checked'),
'showTradePoints': $('#showTradePoints').is(':checked'),
'showMainBollinger': $('#showMainBollinger').is(':checked'),
'showElementBollinger': $('#showElementBollinger').is(':checked'),
'timeframe': $('#timeframe').val(),
'elementTimeframe': $('#elementTimeframe').val(),
'timezone': $('#timezone').val(),