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mt5_python_ea_suite/utils.py
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import MetaTrader5 as mt5
import pandas as pd
from logger import setup_logger
logger = setup_logger()
def initialize():
if not mt5.initialize():
logger.error("MT5初始化失败,错误代码:%d", mt5.last_error())
return False
return True
def shutdown():
mt5.shutdown()
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def get_rates(symbol, timeframe, count, start_date=None, end_date=None):
"""
获取历史数据
参数:
- symbol: 交易品种
- timeframe: 时间周期
- count: 数据量 (当start_date和end_date都为None时使用)
- start_date: 开始日期 (格式: "YYYY-MM-DD" 或 datetime对象)
- end_date: 结束日期 (格式: "YYYY-MM-DD" 或 datetime对象)
"""
if start_date is not None and end_date is not None:
# 使用日期范围获取数据
import datetime
# 转换字符串为datetime对象
if isinstance(start_date, str):
start_date = datetime.datetime.strptime(start_date, "%Y-%m-%d")
if isinstance(end_date, str):
end_date = datetime.datetime.strptime(end_date, "%Y-%m-%d")
# MetaTrader5需要UTC时间,且copy_rates_range需要timezone-aware的datetime对象
# 转换为UTC timezone
utc_timezone = datetime.timezone.utc
start_utc = start_date.replace(tzinfo=utc_timezone)
end_utc = end_date.replace(hour=23, minute=59, second=59, tzinfo=utc_timezone)
try:
rates = mt5.copy_rates_range(symbol, timeframe, start_utc, end_utc)
if rates is None:
logger.info(f"获取{symbol}{start_date.date()}{end_date.date()}的历史数据失败")
return None
logger.info(f"成功获取{symbol}{start_date.date()}{end_date.date()}的历史数据,共{len(rates)}条")
except Exception as e:
logger.error(f"使用日期范围获取数据失败: {e}")
logger.info("回退到使用数据量获取数据")
rates = mt5.copy_rates_from_pos(symbol, timeframe, 0, count)
if rates is None:
logger.info(f"获取{symbol}历史数据失败")
return None
logger.info(f"成功获取{symbol}历史数据,共{len(rates)}条")
else:
# 使用数据量获取数据
rates = mt5.copy_rates_from_pos(symbol, timeframe, 0, count)
if rates is None:
logger.info(f"获取{symbol}历史数据失败")
return None
logger.info(f"成功获取{symbol}历史数据,共{len(rates)}条")
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return rates
def has_open_position(symbol):
positions = mt5.positions_get(symbol=symbol)
return positions is not None and len(positions) > 0
def close_all(symbol):
positions = mt5.positions_get(symbol=symbol)
if positions is None:
return
for pos in positions:
request = {
"action": mt5.TRADE_ACTION_DEAL,
"position": pos.ticket,
"symbol": symbol,
"volume": pos.volume,
"type": mt5.ORDER_TYPE_SELL if pos.type == 0 else mt5.ORDER_TYPE_BUY,
"price": mt5.symbol_info_tick(symbol).bid if pos.type == 0 else mt5.symbol_info_tick(symbol).ask,
"deviation": 20,
"magic": 234000,
"comment": "Close position",
"type_filling": mt5.ORDER_FILLING_RETURN,
}
mt5.order_send(request)
def send_order(symbol, order_type, volume=0.01):
symbol_info_tick = mt5.symbol_info_tick(symbol)
if symbol_info_tick is None:
logger.error(f"无法获取{symbol}行情")
return
price = symbol_info_tick.ask if order_type == "buy" else symbol_info_tick.bid
order_type_mt5 = mt5.ORDER_TYPE_BUY if order_type == "buy" else mt5.ORDER_TYPE_SELL
request = {
"action": mt5.TRADE_ACTION_DEAL,
"symbol": symbol,
"volume": volume,
"type": order_type_mt5,
"price": price,
"deviation": 20,
"magic": 234000,
"comment": f"{order_type} order",
"type_filling": mt5.ORDER_FILLING_RETURN,
}
result = mt5.order_send(request)
if result.retcode != mt5.TRADE_RETCODE_DONE:
logger.error(f"下单失败,retcode={result.retcode}")
else:
logger.info(f"下单成功: {order_type} {symbol} {volume}")
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def get_current_price(symbol):
"""获取当前价格"""
try:
tick = mt5.symbol_info_tick(symbol)
return tick.bid if tick else None
except Exception as e:
logger.error(f"获取当前价格失败: {e}")
return None