[新功能] 增加币安合约的数据下载模块
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vnpy/data/binance/__init__.py
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vnpy/data/binance/__init__.py
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vnpy/data/binance/binance_future_data.py
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vnpy/data/binance/binance_future_data.py
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# 币安合约数据
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from typing import Dict, List, Any
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from datetime import datetime, timedelta
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from vnpy.api.rest.rest_client import RestClient
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from vnpy.trader.object import (
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Interval,
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Exchange,
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BarData,
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HistoryRequest
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)
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BINANCE_INTERVALS = ["1m", "3m", "5m", "15m", "30m", "1h", "2h", "4h", "6h", "8h", "12h", "1d", "3d", "1w", "1M"]
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INTERVAL_VT2BINANCEF: Dict[Interval, str] = {
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Interval.MINUTE: "1m",
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Interval.HOUR: "1h",
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Interval.DAILY: "1d",
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}
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TIMEDELTA_MAP: Dict[Interval, timedelta] = {
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Interval.MINUTE: timedelta(minutes=1),
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Interval.HOUR: timedelta(hours=1),
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Interval.DAILY: timedelta(days=1),
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}
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REST_HOST: str = "https://fapi.binance.com"
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class BinanceFutureData(RestClient):
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def __init__(self, parent=None):
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super().__init__()
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self.parent = parent
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self.init(url_base=REST_HOST)
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def write_log(self, msg):
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"""日志"""
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if self.parent and hasattr(self.parent, 'write_log'):
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func = getattr(self.parent, 'write_log')
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func(msg)
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else:
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print(msg)
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def get_interval(self, interval, interval_num):
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""" =》K线间隔"""
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t = interval[-1]
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b_interval = f'{interval_num}{t}'
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if b_interval not in BINANCE_INTERVALS:
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return interval
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else:
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return b_interval
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def get_bars(self,
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req: HistoryRequest,
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return_dict=True,
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) -> List[Any]:
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"""获取历史kline"""
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bars = []
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limit = 1000
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start_time = int(datetime.timestamp(req.start))
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b_interval = self.get_interval(INTERVAL_VT2BINANCEF[req.interval], req.interval_num)
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while True:
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# Create query params
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params = {
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"symbol": req.symbol,
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"interval": b_interval,
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"limit": limit,
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"startTime": start_time * 1000, # convert to millisecond
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}
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# Add end time if specified
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if req.end:
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end_time = int(datetime.timestamp(req.end))
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params["endTime"] = end_time * 1000 # convert to millisecond
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# Get response from server
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resp = self.request(
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"GET",
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"/fapi/v1/klines",
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data={},
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params=params
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)
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# Break if request failed with other status code
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if resp.status_code // 100 != 2:
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msg = f"获取历史数据失败,状态码:{resp.status_code},信息:{resp.text}"
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self.write_log(msg)
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break
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else:
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datas = resp.json()
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if not datas:
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msg = f"获取历史数据为空,开始时间:{start_time}"
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self.write_log(msg)
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break
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buf = []
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begin, end = None, None
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for data in datas:
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dt = datetime.fromtimestamp(data[0] / 1000) # convert to second
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if not begin:
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begin = dt
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end = dt
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if return_dict:
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bar = {
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"datetime": dt,
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"symbol": req.symbol,
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"exchange": req.exchange.value,
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"vt_symbol": f'{req.symbol}.{req.exchange.value}',
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"interval": req.interval.value,
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"volume": float(data[5]),
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"open_price": float(data[1]),
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"high_price": float(data[2]),
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"low_price": float(data[3]),
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"close_price": float(data[4]),
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"gateway_name": "",
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"open_interest": 0,
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"trading_day": dt.strftime('%Y-%m-%d')
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}
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else:
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bar = BarData(
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symbol=req.symbol,
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exchange=req.exchange,
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datetime=dt,
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trading_day=dt.strftime('%Y-%m-%d'),
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interval=req.interval,
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volume=float(data[5]),
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open_price=float(data[1]),
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high_price=float(data[2]),
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low_price=float(data[3]),
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close_price=float(data[4]),
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gateway_name=self.gateway_name
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)
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buf.append(bar)
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bars.extend(buf)
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msg = f"获取历史数据成功,{req.symbol} - {b_interval},{begin} - {end}"
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self.write_log(msg)
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# Break if total data count less than limit (latest date collected)
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if len(datas) < limit:
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break
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# Update start time
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start_dt = end + TIMEDELTA_MAP[req.interval] * req.interval_num
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start_time = int(datetime.timestamp(start_dt))
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return bars
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def export_to(self, bars, file_name):
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"""导出bar到文件"""
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if len(bars) == 0:
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self.write_log('not data in bars')
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return
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import pandas as pd
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df = pd.DataFrame(bars)
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df = df.set_index('datetime')
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df.index.name = 'datetime'
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df.to_csv(file_name, index=True)
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self.write_log('保存成功')
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