From c855ee7006ddc7b2b61ce0452d9f0bd1a8b5ff2b Mon Sep 17 00:00:00 2001 From: 27942 Date: Wed, 28 Jan 2026 10:23:55 +0800 Subject: [PATCH] 23423423 --- bitmart/回测-三分之一策略.py | 656 ++++++ bitmart/回测图表.png | Bin 0 -> 137247 bytes bitmart/回测图表_交互式.html | 3888 ++++++++++++++++++++++++++++++++++ models/bitmart_klines.py | 97 + 4 files changed, 4641 insertions(+) create mode 100644 bitmart/回测-三分之一策略.py create mode 100644 bitmart/回测图表.png create mode 100644 bitmart/回测图表_交互式.html create mode 100644 models/bitmart_klines.py diff --git a/bitmart/回测-三分之一策略.py b/bitmart/回测-三分之一策略.py new file mode 100644 index 0000000..63d3935 --- /dev/null +++ b/bitmart/回测-三分之一策略.py @@ -0,0 +1,656 @@ +""" +量化交易回测系统 - 三分之一回归策略(优化版) + +========== 策略规则 ========== + +1. 开多条件: + - 找到实体>=0.1的前一根K线(如果前一根实体<0.1,继续往前找) + - 前一根是阴线(close < open) + - 当前K线的最高价(包括影线)涨到前一根阴线实体的 1/3 处 + - 即:当前high >= prev_close + (prev_open - prev_close) / 3 + +2. 平多/开空条件: + - 找到实体>=0.1的前一根K线(如果前一根实体<0.1,继续往前找) + - 前一根是阳线(close > open) + - 当前K线的最低价(包括影线)跌到前一根阳线实体的 1/3 处 + - 即:当前low <= prev_close - (prev_close - prev_open) / 3 + +3. 执行逻辑: + - 做多时遇到开空信号 -> 平多并反手开空 + - 做空时遇到开多信号 -> 平空并反手开多 + +4. 实体过滤: + - 如果前一根K线的实体部分(|open - close|)< 0.1,继续往前查找 + - 直到找到实体>=0.1的K线,再用那根K线来判断1/3位置 +""" + +import datetime +import calendar +import os +from typing import List, Dict, Optional +from loguru import logger +import pandas as pd +import mplfinance as mpf +import matplotlib.pyplot as plt +import matplotlib +try: + import plotly.graph_objects as go +except Exception: + go = None +from models.bitmart_klines import BitMartETH5M + +# 配置中文字体 +import matplotlib.font_manager as fm +import warnings + +# 忽略matplotlib的字体警告 +warnings.filterwarnings('ignore', category=UserWarning, module='matplotlib.font_manager') +warnings.filterwarnings('ignore', message='.*Glyph.*missing.*', category=UserWarning) + +# 尝试设置中文字体,按优先级尝试 +chinese_fonts = ['SimHei', 'Microsoft YaHei', 'SimSun', 'KaiTi', 'FangSong', 'STSong', 'STHeiti'] +available_fonts = [f.name for f in fm.fontManager.ttflist] + +# 找到第一个可用的中文字体 +font_found = None +for font_name in chinese_fonts: + if font_name in available_fonts: + font_found = font_name + break + +if font_found: + plt.rcParams['font.sans-serif'] = [font_found] + ['DejaVu Sans'] + logger.info(f"使用中文字体: {font_found}") +else: + # 如果没有找到中文字体,尝试使用系统默认字体 + plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei', 'SimSun', 'Arial Unicode MS', 'DejaVu Sans'] + logger.warning("未找到中文字体,使用默认配置") + +plt.rcParams['axes.unicode_minus'] = False # 解决负号显示问题 +plt.rcParams['font.size'] = 10 # 设置默认字体大小 + +# 尝试清除字体缓存(如果可能) +try: + # 不强制重建,避免性能问题 + pass +except: + pass + +# 获取当前脚本所在目录 +SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) + +# ========================= 工具函数 ========================= + +def is_bullish(c): # 阳线 + return float(c['close']) > float(c['open']) + + +def is_bearish(c): # 阴线 + return float(c['close']) < float(c['open']) + + +def get_body_size(candle): + """计算K线实体大小(绝对值)""" + return abs(float(candle['open']) - float(candle['close'])) + + +def find_valid_prev_bar(all_data: List[Dict], current_idx: int, min_body_size: float = 0.1): + """ + 从当前索引往前查找,直到找到实体>=min_body_size的K线 + 返回:(有效K线的索引, K线数据) 或 (None, None) + """ + if current_idx <= 0: + return None, None + + for i in range(current_idx - 1, -1, -1): + prev = all_data[i] + body_size = get_body_size(prev) + if body_size >= min_body_size: + return i, prev + + return None, None + + +def get_one_third_level(prev): + """ + 计算前一根K线实体的 1/3 回归位置 + 返回:(触发价格, 方向) + - 如果前一根是阴线:返回向上1/3价格,方向为 'long' + - 如果前一根是阳线:返回向下1/3价格,方向为 'short' + """ + p_open = float(prev['open']) + p_close = float(prev['close']) + + if is_bearish(prev): # 阴线,向上回归 + # 阴线实体 = open - close + body = p_open - p_close + trigger_price = p_close + body / 3 # 从低点涨 1/3 + return trigger_price, 'long' + + elif is_bullish(prev): # 阳线,向下回归 + # 阳线实体 = close - open + body = p_close - p_open + trigger_price = p_close - body / 3 # 从高点跌 1/3 + return trigger_price, 'short' + + return None, None + + +def check_trigger(all_data: List[Dict], current_idx: int, min_body_size: float = 0.1): + """ + 检查当前K线是否触发了交易信号 + 返回:(方向, 触发价格, 有效前一根K线索引) 或 (None, None, None) + 规则:考虑影线部分(high/low),因为实际交易中价格会到达影线位置 + """ + if current_idx <= 0: + return None, None, None + + curr = all_data[current_idx] + + # 查找实体>=0.1的前一根K线 + valid_prev_idx, prev = find_valid_prev_bar(all_data, current_idx, min_body_size) + + if prev is None: + return None, None, None + + trigger_price, direction = get_one_third_level(prev) + + if trigger_price is None: + return None, None, None + + # 使用影线部分(high/low)来判断,因为实际交易中价格会到达这些位置 + c_high = float(curr['high']) + c_low = float(curr['low']) + + # 做多:前一根阴线,当前K线的最高价(包括影线)达到触发价格 + if direction == 'long' and c_high >= trigger_price: + return 'long', trigger_price, valid_prev_idx + + # 做空:前一根阳线,当前K线的最低价(包括影线)达到触发价格 + if direction == 'short' and c_low <= trigger_price: + return 'short', trigger_price, valid_prev_idx + + return None, None, None + + +def get_data_by_date(model, date_str: str): + """按天获取指定表的数据""" + try: + target_date = datetime.datetime.strptime(date_str, '%Y-%m-%d') + except ValueError: + logger.error("日期格式不正确,请使用 YYYY-MM-DD 格式。") + return [] + + start_ts = int(target_date.timestamp() * 1000) + end_ts = int((target_date + datetime.timedelta(days=1)).timestamp() * 1000) - 1 + + query = model.select().where(model.id.between(start_ts, end_ts)).order_by(model.id.asc()) + data = [{'id': i.id, 'open': i.open, 'high': i.high, 'low': i.low, 'close': i.close} for i in query] + + if data: + data.sort(key=lambda x: x['id']) + + return data + + +# ========================= 回测逻辑 ========================= + +def backtest_one_third_strategy(dates: List[str]): + """三分之一回归策略回测""" + all_data: List[Dict] = [] + + for d in dates: + day_data = get_data_by_date(BitMartETH5M, d) + all_data.extend(day_data) + + logger.info(f"总共查询了 {len(dates)} 天,获取到 {len(all_data)} 条K线数据") + + if not all_data: + logger.warning("未获取到任何数据") + return [], {'long': {'count': 0, 'wins': 0, 'total_profit': 0.0}, + 'short': {'count': 0, 'wins': 0, 'total_profit': 0.0}} + + all_data.sort(key=lambda x: x['id']) + + if len(all_data) > 1: + first_time = datetime.datetime.fromtimestamp(all_data[0]['id'] / 1000) + last_time = datetime.datetime.fromtimestamp(all_data[-1]['id'] / 1000) + logger.info(f"数据范围:{first_time.strftime('%Y-%m-%d %H:%M')} 到 {last_time.strftime('%Y-%m-%d %H:%M')}") + + # 验证排序:打印前5条数据 + logger.info("===== 前5条数据(验证排序)=====") + for i in range(min(5, len(all_data))): + d = all_data[i] + t = datetime.datetime.fromtimestamp(d['id'] / 1000).strftime('%Y-%m-%d %H:%M:%S') + k_type = "阳线" if is_bullish(d) else ("阴线" if is_bearish(d) else "十字星") + logger.info(f" [{i}] {t} | {k_type} | O={d['open']:.2f} H={d['high']:.2f} L={d['low']:.2f} C={d['close']:.2f}") + + stats = { + 'long': {'count': 0, 'wins': 0, 'total_profit': 0.0, 'name': '做多'}, + 'short': {'count': 0, 'wins': 0, 'total_profit': 0.0, 'name': '做空'}, + } + + trades: List[Dict] = [] + current_position: Optional[Dict] = None + + for idx in range(1, len(all_data)): + curr = all_data[idx] + + # 使用新的check_trigger函数,它会自动查找实体>=0.1的前一根K线 + direction, trigger_price, valid_prev_idx = check_trigger(all_data, idx, min_body_size=0.1) + + # 获取有效的前一根K线用于日志输出 + valid_prev = all_data[valid_prev_idx] if valid_prev_idx is not None else None + + # 空仓时,有信号就开仓 + if current_position is None: + if direction and valid_prev is not None: + # 调试:打印开仓时的K线信息 + prev_time = datetime.datetime.fromtimestamp(valid_prev['id'] / 1000).strftime('%Y-%m-%d %H:%M') + curr_time = datetime.datetime.fromtimestamp(curr['id'] / 1000).strftime('%Y-%m-%d %H:%M') + prev_type = "阳线" if is_bullish(valid_prev) else ("阴线" if is_bearish(valid_prev) else "十字星") + curr_type = "阳线" if is_bullish(curr) else ("阴线" if is_bearish(curr) else "十字星") + prev_body = get_body_size(valid_prev) + logger.info(f"【开仓】{direction} @ {trigger_price:.2f}") + logger.info(f" 有效前一根[{prev_time}]: {prev_type} 实体={prev_body:.2f} O={valid_prev['open']:.2f} H={valid_prev['high']:.2f} L={valid_prev['low']:.2f} C={valid_prev['close']:.2f}") + logger.info(f" 当前根[{curr_time}]: {curr_type} O={curr['open']:.2f} H={curr['high']:.2f} L={curr['low']:.2f} C={curr['close']:.2f}") + + current_position = { + 'direction': direction, + 'entry_price': trigger_price, + 'entry_time': curr['id'], + 'entry_bar': idx + } + stats[direction]['count'] += 1 + continue + + # 有仓位时,检查是否有反向信号 + pos_dir = current_position['direction'] + + if direction and direction != pos_dir and valid_prev is not None: + # 平仓 + exit_price = trigger_price + + if pos_dir == 'long': + diff = exit_price - current_position['entry_price'] + else: + diff = current_position['entry_price'] - exit_price + + # 调试:打印平仓时的K线信息 + prev_time = datetime.datetime.fromtimestamp(valid_prev['id'] / 1000).strftime('%Y-%m-%d %H:%M') + curr_time = datetime.datetime.fromtimestamp(curr['id'] / 1000).strftime('%Y-%m-%d %H:%M') + prev_type = "阳线" if is_bullish(valid_prev) else ("阴线" if is_bearish(valid_prev) else "十字星") + curr_type = "阳线" if is_bullish(curr) else ("阴线" if is_bearish(curr) else "十字星") + prev_body = get_body_size(valid_prev) + logger.info(f"【平仓反手】{pos_dir} -> {direction} @ {exit_price:.2f}, 盈亏: {diff:.2f}") + logger.info(f" 有效前一根[{prev_time}]: {prev_type} 实体={prev_body:.2f} O={valid_prev['open']:.2f} H={valid_prev['high']:.2f} L={valid_prev['low']:.2f} C={valid_prev['close']:.2f}") + logger.info(f" 当前根[{curr_time}]: {curr_type} O={curr['open']:.2f} H={curr['high']:.2f} L={curr['low']:.2f} C={curr['close']:.2f}") + + trades.append({ + 'entry_time': datetime.datetime.fromtimestamp(current_position['entry_time'] / 1000), + 'exit_time': datetime.datetime.fromtimestamp(curr['id'] / 1000), + 'entry_time_ms': current_position['entry_time'], + 'exit_time_ms': curr['id'], + 'direction': '做多' if pos_dir == 'long' else '做空', + 'entry': current_position['entry_price'], + 'exit': exit_price, + 'diff': diff + }) + + stats[pos_dir]['total_profit'] += diff + if diff > 0: + stats[pos_dir]['wins'] += 1 + + # 反手开仓 + current_position = { + 'direction': direction, + 'entry_price': trigger_price, + 'entry_time': curr['id'], + 'entry_bar': idx + } + stats[direction]['count'] += 1 + + # 尾仓处理 + if current_position: + last = all_data[-1] + exit_price = float(last['close']) + pos_dir = current_position['direction'] + + if pos_dir == 'long': + diff = exit_price - current_position['entry_price'] + else: + diff = current_position['entry_price'] - exit_price + + trades.append({ + 'entry_time': datetime.datetime.fromtimestamp(current_position['entry_time'] / 1000), + 'exit_time': datetime.datetime.fromtimestamp(last['id'] / 1000), + 'entry_time_ms': current_position['entry_time'], + 'exit_time_ms': last['id'], + 'direction': '做多' if pos_dir == 'long' else '做空', + 'entry': current_position['entry_price'], + 'exit': exit_price, + 'diff': diff + }) + stats[pos_dir]['total_profit'] += diff + if diff > 0: + stats[pos_dir]['wins'] += 1 + + return trades, stats, all_data + + +# ========================= 绘图函数 ========================= +def plot_trades(all_data: List[Dict], trades: List[Dict], save_path: str = None): + """ + 绘制K线图并标注交易点位 + """ + if not all_data: + logger.warning("没有数据可绘制") + return + + # 转换为 DataFrame + df = pd.DataFrame(all_data) + df['datetime'] = pd.to_datetime(df['id'], unit='ms') + df.set_index('datetime', inplace=True) + df = df.rename(columns={'open': 'Open', 'high': 'High', 'low': 'Low', 'close': 'Close'}) + df = df[['Open', 'High', 'Low', 'Close']] + + # 准备标记点 + buy_signals = [] # 做多开仓 + sell_signals = [] # 做空开仓 + buy_exits = [] # 做多平仓 + sell_exits = [] # 做空平仓 + + for trade in trades: + entry_time = pd.to_datetime(trade['entry_time_ms'], unit='ms') + exit_time = pd.to_datetime(trade['exit_time_ms'], unit='ms') + direction = trade['direction'] + entry_price = trade['entry'] + exit_price = trade['exit'] + + if direction == '做多': + buy_signals.append((entry_time, entry_price)) + buy_exits.append((exit_time, exit_price)) + else: + sell_signals.append((entry_time, entry_price)) + sell_exits.append((exit_time, exit_price)) + + # 创建标记序列 + buy_markers = pd.Series(index=df.index, dtype=float) + sell_markers = pd.Series(index=df.index, dtype=float) + buy_exit_markers = pd.Series(index=df.index, dtype=float) + sell_exit_markers = pd.Series(index=df.index, dtype=float) + + for t, p in buy_signals: + if t in buy_markers.index: + buy_markers[t] = p + for t, p in sell_signals: + if t in sell_markers.index: + sell_markers[t] = p + for t, p in buy_exits: + if t in buy_exit_markers.index: + buy_exit_markers[t] = p + for t, p in sell_exits: + if t in sell_exit_markers.index: + sell_exit_markers[t] = p + + # 添加标记 + add_plots = [] + + if buy_markers.notna().any(): + add_plots.append(mpf.make_addplot(buy_markers, type='scatter', markersize=100, + marker='^', color='green', label='做多开仓')) + if sell_markers.notna().any(): + add_plots.append(mpf.make_addplot(sell_markers, type='scatter', markersize=100, + marker='v', color='red', label='做空开仓')) + if buy_exit_markers.notna().any(): + add_plots.append(mpf.make_addplot(buy_exit_markers, type='scatter', markersize=80, + marker='x', color='darkgreen', label='做多平仓')) + if sell_exit_markers.notna().any(): + add_plots.append(mpf.make_addplot(sell_exit_markers, type='scatter', markersize=80, + marker='x', color='darkred', label='做空平仓')) + + # 绘制K线图(更接近交易所风格) + market_colors = mpf.make_marketcolors( + up='#26a69a', # 常见交易所绿色 + down='#ef5350', # 常见交易所红色 + edge='inherit', + wick='inherit', + volume='inherit' + ) + style = mpf.make_mpf_style( + base_mpf_style='binance', + marketcolors=market_colors, + gridstyle='-', + gridcolor='#e6e6e6' + ) + + fig, axes = mpf.plot( + df, + type='candle', + style=style, + title='三分之一回归策略回测', + ylabel='价格', + addplot=add_plots if add_plots else None, + figsize=(16, 9), + returnfig=True + ) + + # 添加图例 + axes[0].legend(['做多开仓 ▲', '做空开仓 ▼', '做多平仓 ✕', '做空平仓 ✕'], loc='upper left') + + # 标注开仓细节(方向、价格、时间) + if trades: + ax = axes[0] + max_annotate = 60 # 过多会拥挤,可按需调大/调小 + annotated = 0 + for i, trade in enumerate(trades): + if annotated >= max_annotate: + break + entry_time = pd.to_datetime(trade['entry_time_ms'], unit='ms') + if entry_time not in df.index: + continue + entry_price = trade['entry'] + direction = trade['direction'] + color = 'green' if direction == '做多' else 'red' + text = f"{direction} @ {entry_price:.2f}\n{entry_time.strftime('%m-%d %H:%M')}" + y_offset = 20 if (i % 2 == 0) else -30 + ax.annotate( + text, + xy=(entry_time, entry_price), + xytext=(0, y_offset), + textcoords='offset points', + ha='center', + va='bottom' if y_offset > 0 else 'top', + fontsize=8, + color=color, + arrowprops=dict(arrowstyle='->', color=color, lw=0.6, alpha=0.6) + ) + annotated += 1 + + if save_path: + plt.savefig(save_path, dpi=150, bbox_inches='tight') + logger.info(f"图表已保存到: {save_path}") + + plt.show() + + +def plot_trades_interactive(all_data: List[Dict], trades: List[Dict], html_path: str = None): + """ + 交互式K线图(TradingView风格:支持缩放、时间区间/价格区间平移缩放) + """ + if not all_data: + logger.warning("没有数据可绘制") + return + if go is None: + logger.warning("未安装 plotly,无法绘制交互式图。请先安装:pip install plotly") + return + + df = pd.DataFrame(all_data) + df['datetime'] = pd.to_datetime(df['id'], unit='ms') + df.sort_values('datetime', inplace=True) + + fig = go.Figure( + data=[ + go.Candlestick( + x=df['datetime'], + open=df['open'], + high=df['high'], + low=df['low'], + close=df['close'], + increasing_line_color='#26a69a', + decreasing_line_color='#ef5350', + name='K线' + ) + ] + ) + + # 标注开仓点 + if trades: + entry_x = [] + entry_y = [] + entry_text = [] + entry_color = [] + for t in trades: + entry_x.append(pd.to_datetime(t['entry_time_ms'], unit='ms')) + entry_y.append(t['entry']) + entry_text.append(f"{t['direction']} @ {t['entry']:.2f}
{t['entry_time']}") + entry_color.append('#26a69a' if t['direction'] == '做多' else '#ef5350') + + fig.add_trace( + go.Scatter( + x=entry_x, + y=entry_y, + mode='markers', + marker=dict(size=8, color=entry_color), + name='开仓', + text=entry_text, + hoverinfo='text' + ) + ) + + # TradingView风格:深色背景 + 交互缩放 + fig.update_layout( + title='三分之一回归策略回测(交互式)', + xaxis=dict( + rangeslider=dict(visible=True), + type='date', + showgrid=False + ), + yaxis=dict( + showgrid=False, + fixedrange=False + ), + plot_bgcolor='#0b0e11', + paper_bgcolor='#0b0e11', + font=dict(color='#d1d4dc'), + hovermode='x unified', + dragmode='zoom' + ) + + fig.show() + if html_path: + fig.write_html(html_path) + logger.info(f"交互图已保存到: {html_path}") + + +# ========================= 主程序 ========================= +if __name__ == '__main__': + # ==================== 配置参数 ==================== + START_DATE = "2025-01-01" + END_DATE = "2025-12-31" + + # ==================== 生成日期列表 ==================== + dates = [] + if START_DATE and END_DATE: + start_dt = datetime.datetime.strptime(START_DATE, '%Y-%m-%d') + end_dt = datetime.datetime.strptime(END_DATE, '%Y-%m-%d') + + current_dt = start_dt + while current_dt <= end_dt: + dates.append(current_dt.strftime('%Y-%m-%d')) + current_dt += datetime.timedelta(days=1) + + logger.info(f"查询日期范围:{START_DATE} 到 {END_DATE},共 {len(dates)} 天") + + # ==================== 执行回测 ==================== + trades, stats, all_data = backtest_one_third_strategy(dates) + + # ==================== 输出结果 ==================== + logger.info("===== 每笔交易详情 =====") + + contract_size = 10000 + open_fee_fixed = 5 + close_fee_rate = 0.0005 + + total_points_profit = 0 + total_money_profit = 0 + total_fee = 0 + + for t in trades: + entry = t['entry'] + exit_p = t['exit'] + direction = t['direction'] + + point_diff = t['diff'] + money_profit = point_diff / entry * contract_size + fee = open_fee_fixed + (contract_size / entry * exit_p * close_fee_rate) + net_profit = money_profit - fee + + t.update({ + 'point_diff': point_diff, + 'raw_profit': money_profit, + 'fee': fee, + 'net_profit': net_profit + }) + + total_points_profit += point_diff + total_money_profit += money_profit + total_fee += fee + + logger.info( + f"{t['entry_time']} {direction} " + f"入={entry:.2f} 出={exit_p:.2f} 差价={point_diff:.2f} " + f"原始盈利={money_profit:.2f} 手续费={fee:.2f} 净利润={net_profit:.2f}" + ) + + # ==================== 汇总统计 ==================== + total_net_profit = total_money_profit - total_fee + + print(f"\n{'='*60}") + print(f"【三分之一回归策略 回测结果】") + print(f"{'='*60}") + print(f"交易笔数:{len(trades)}") + print(f"总点差:{total_points_profit:.2f}") + print(f"总原始盈利:{total_money_profit:.2f}") + print(f"总手续费:{total_fee:.2f}") + print(f"总净利润:{total_net_profit:.2f}") + print(f"{'='*60}") + + print("\n===== 方向统计 =====") + for k, v in stats.items(): + count = v['count'] + wins = v['wins'] + total_p = v['total_profit'] + win_rate = (wins / count * 100) if count > 0 else 0.0 + avg_p = (total_p / count) if count > 0 else 0.0 + print(f"{v['name']}: 次数={count} 胜率={win_rate:.2f}% 总价差={total_p:.2f} 平均价差={avg_p:.2f}") + + # ==================== 绘制图表 ==================== + if trades and all_data: + # 如果数据太多,只绘制最近一部分(比如最近500根K线) + max_bars = 500 + if len(all_data) > max_bars: + logger.info(f"数据量较大({len(all_data)}条),只绘制最近 {max_bars} 根K线") + plot_data = all_data[-max_bars:] + # 过滤出在这个时间范围内的交易 + min_time = datetime.datetime.fromtimestamp(plot_data[0]['id'] / 1000) + plot_trades_filtered = [t for t in trades if t['entry_time'] >= min_time] + else: + plot_data = all_data + plot_trades_filtered = trades + + save_path = os.path.join(SCRIPT_DIR, '回测图表.png') + plot_trades(plot_data, plot_trades_filtered, save_path=save_path) + # 交互式版本(TradingView风格):支持时间区间/价格缩放 + html_path = os.path.join(SCRIPT_DIR, '回测图表_交互式.html') + plot_trades_interactive(plot_data, plot_trades_filtered, html_path=html_path) diff --git a/bitmart/回测图表.png b/bitmart/回测图表.png new file mode 100644 index 0000000000000000000000000000000000000000..98b6dd8be93c23b6fd138578cd1081d30867a3d9 GIT binary patch literal 137247 zcmeEu2UOE(za}$|V?jYIpj4Gnq>D%|Q4tX-5osbN0wU6-g&JZRiXxyQoe)rZuc3od zl@_E!C`t<@2`vOj2<#isZ|2^;yZ7#%Z}0A&b90WzkoJGeuRhQ7{$JeIRy%x<^B@xw z(_!_S*Y7Yf?Nel8`i-#vcks$8hTIPRlXp|S>!$1U(9Of##fnMG-0iWwlbgMb#c8;e zi>r;3qokO`MKM{C(~sQT9=pnmi#z<|6Jky-*5aRx-8;aq9C&=w$d!qS<0#|bFV^U; 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    +
    + + \ No newline at end of file diff --git a/models/bitmart_klines.py b/models/bitmart_klines.py new file mode 100644 index 0000000..d80f162 --- /dev/null +++ b/models/bitmart_klines.py @@ -0,0 +1,97 @@ +""" +BitMart 多周期K线数据模型 +包含 1分钟、3分钟、5分钟、15分钟、30分钟、1小时 K线数据表 +""" + +from peewee import * +from models import db + + +# ==================== 1分钟 K线 ==================== +class BitMartETH1M(Model): + id = BigIntegerField(primary_key=True) # 时间戳(毫秒级) + open = FloatField(null=True) + high = FloatField(null=True) + low = FloatField(null=True) + close = FloatField(null=True) + + class Meta: + database = db + table_name = 'bitmart_eth_1m' + + +# ==================== 3分钟 K线 ==================== +class BitMartETH3M(Model): + id = BigIntegerField(primary_key=True) + open = FloatField(null=True) + high = FloatField(null=True) + low = FloatField(null=True) + close = FloatField(null=True) + + class Meta: + database = db + table_name = 'bitmart_eth_3m' + + +# ==================== 5分钟 K线 ==================== +class BitMartETH5M(Model): + id = BigIntegerField(primary_key=True) + open = FloatField(null=True) + high = FloatField(null=True) + low = FloatField(null=True) + close = FloatField(null=True) + + class Meta: + database = db + table_name = 'bitmart_eth_5m' + + +# ==================== 15分钟 K线 ==================== +class BitMartETH15M(Model): + id = BigIntegerField(primary_key=True) + open = FloatField(null=True) + high = FloatField(null=True) + low = FloatField(null=True) + close = FloatField(null=True) + + class Meta: + database = db + table_name = 'bitmart_eth_15m' + + +# ==================== 30分钟 K线 ==================== +class BitMartETH30M(Model): + id = BigIntegerField(primary_key=True) + open = FloatField(null=True) + high = FloatField(null=True) + low = FloatField(null=True) + close = FloatField(null=True) + + class Meta: + database = db + table_name = 'bitmart_eth_30m' + + +# ==================== 1小时 K线 ==================== +class BitMartETH1H(Model): + id = BigIntegerField(primary_key=True) + open = FloatField(null=True) + high = FloatField(null=True) + low = FloatField(null=True) + close = FloatField(null=True) + + class Meta: + database = db + table_name = 'bitmart_eth_1h' + + +# 连接数据库并创建表 +db.connect(reuse_if_open=True) +db.create_tables([ + BitMartETH1M, + BitMartETH3M, + BitMartETH5M, + BitMartETH15M, + BitMartETH30M, + BitMartETH1H, +], safe=True)