Create grid_algo.py
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vnpy/app/algo_trading/algos/grid_algo.py
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127
vnpy/app/algo_trading/algos/grid_algo.py
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from vnpy.trader.constant import Direction
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from vnpy.trader.object import TradeData, OrderData, TickData
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from vnpy.trader.engine import BaseEngine
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from vnpy.app.algo_trading import AlgoTemplate
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import math
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class GridAlgo(AlgoTemplate):
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""""""
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display_name = "Grid 网格"
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default_setting = {
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"vt_symbol": "",
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"price": 0.0,
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"trade_count": 0.0,
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"step_price": 0.0,
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"step_volume": 0,
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"interval": 0,
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}
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variables = [
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"last_pos",
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"timer_count",
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"vt_orderid",
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"traded",
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"count"
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]
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def __init__(
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self,
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algo_engine: BaseEngine,
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algo_name: str,
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setting: dict
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):
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""""""
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super().__init__(algo_engine, algo_name, setting)
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# Parameters
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self.vt_symbol = setting["vt_symbol"]
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self.price = setting["price"]
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self.trade_count = setting["trade_count"]
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self.step_price = setting["step_price"]
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self.step_volume = setting["step_volume"]
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self.interval = setting["interval"]
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# Variables
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self.vt_orderid = ""
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self.count = 0
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self.traded = 0
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self.last_pos = 0
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self.timer_count = 0
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self.last_tick = None
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self.subscribe(self.vt_symbol)
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self.put_parameters_event()
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self.put_variables_event()
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def on_tick(self, tick: TickData):
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""""""
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self.last_tick = tick
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def on_timer(self):
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""""""
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if not self.last_tick:
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return
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self.timer_count += 1
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if self.timer_count < self.interval:
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self.put_variables_event()
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return
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self.timer_count = 0
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if self.vt_orderid:
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self.cancel_all()
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# Calculate target volume to buy
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target_buy_distance = (self.price - self.last_tick.ask_price_1) / self.step_price
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target_buy_position = math.floor(target_buy_distance) * self.step_volume
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target_buy_volume = target_buy_position - self.last_pos
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# Buy when price dropping
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if target_buy_volume > 0:
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self.vt_orderid = self.buy(
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self.vt_symbol,
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self.last_tick.ask_price_1,
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min(target_buy_volume, self.last_tick.ask_volume_1)
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)
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# Calculate target volume to sell
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target_sell_distance = (self.price - self.last_tick.bid_price_1) / self.step_price
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target_sell_position = math.ceil(target_sell_distance) * self.step_volume
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target_sell_volume = self.last_pos - target_sell_position
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# Sell when price rising
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if target_sell_volume > 0:
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self.vt_orderid = self.sell(
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self.vt_symbol,
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self.last_tick.bid_price_1,
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min(target_sell_volume, self.last_tick.bid_volume_1)
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)
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def on_order(self, order: OrderData):
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""""""
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if not order.is_active():
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self.vt_orderid = ""
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self.put_variables_event()
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def on_trade(self, trade: TradeData):
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""""""
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self.last_pos = self.update_last_pos(self.last_pos, trade)
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self.traded += trade.volume
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self.count += 1
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if self.count >= self.trade_count:
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self.write_log(f"已交易数量:{self.traded},总成交次数:{self.count}")
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self.stop()
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else:
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self.put_variables_event()
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def update_last_pos(self, pos, trade: TradeData):
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""""""
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if trade.direction == Direction.LONG:
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pos += trade.volume
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else:
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pos -= trade.volume
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return pos
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