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This commit is contained in:
557
交易/bitmart-三分之一策略交易.py
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557
交易/bitmart-三分之一策略交易.py
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"""
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BitMart 三分之一回归策略交易
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使用5分钟K线周期
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策略规则:
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1. 开多条件:
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- 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)
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- 前一根是阴线(close < open)
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- 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
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- 即:当前high >= prev_close + (prev_open - prev_close) / 3
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2. 平多/开空条件:
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- 找到实体>=0.1的前一根K线
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- 前一根是阳线(close > open)
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- 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
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- 即:当前low <= prev_close - (prev_close - prev_open) / 3
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3. 执行逻辑:
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- 做多时遇到开空信号 -> 平多并反手开空
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- 做空时遇到开多信号 -> 平空并反手开多
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"""
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import time
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import datetime
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from tqdm import tqdm
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from loguru import logger
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from bit_tools import openBrowser
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from DrissionPage import ChromiumPage
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from DrissionPage import ChromiumOptions
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from bitmart.api_contract import APIContract
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from 交易.tools import send_dingtalk_message
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class BitmartOneThirdStrategy:
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def __init__(self, bit_id):
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self.page: ChromiumPage | None = None
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self.api_key = "a0fb7b98464fd9bcce67e7c519d58ec10d0c38a8"
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self.secret_key = "4eaeba78e77aeaab1c2027f846a276d164f264a44c2c1bb1c5f3be50c8de1ca5"
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self.memo = "合约交易"
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self.contract_symbol = "ETHUSDT"
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self.contractAPI = APIContract(self.api_key, self.secret_key, self.memo, timeout=(5, 15))
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self.start = 0 # 持仓状态: -1 空, 0 无, 1 多
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self.direction = None
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self.pbar = tqdm(total=5, desc="等待K线", ncols=80) # 5分钟周期
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self.last_kline_time = None
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self.leverage = "100" # 高杠杆(全仓模式下可开更大仓位)
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self.open_type = "cross" # 全仓模式
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self.risk_percent = 0.01 # 每次开仓使用可用余额的 1%
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self.open_avg_price = None # 开仓价格
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self.current_amount = None # 持仓量
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self.bit_id = bit_id
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# 三分之一策略参数
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self.min_body_size = 0.1 # 最小实体大小
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self.kline_step = 5 # K线周期(5分钟)
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self.kline_count = 20 # 获取的K线数量,用于向前查找有效K线
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# ========================= 三分之一策略核心函数 =========================
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def is_bullish(self, c):
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"""判断阳线"""
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return float(c['close']) > float(c['open'])
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def is_bearish(self, c):
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"""判断阴线"""
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return float(c['close']) < float(c['open'])
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def get_body_size(self, candle):
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"""计算K线实体大小(绝对值)"""
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return abs(float(candle['open']) - float(candle['close']))
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def find_valid_prev_bar(self, all_data, current_idx, min_body_size=0.1):
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"""
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从当前索引往前查找,直到找到实体>=min_body_size的K线
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返回:(有效K线的索引, K线数据) 或 (None, None)
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"""
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if current_idx <= 0:
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return None, None
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for i in range(current_idx - 1, -1, -1):
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prev = all_data[i]
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body_size = self.get_body_size(prev)
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if body_size >= min_body_size:
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return i, prev
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return None, None
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def get_one_third_level(self, prev):
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"""
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计算前一根K线实体的 1/3 回归位置
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返回:(触发价格, 方向)
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- 如果前一根是阴线:返回向上1/3价格,方向为 'long'
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- 如果前一根是阳线:返回向下1/3价格,方向为 'short'
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"""
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p_open = float(prev['open'])
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p_close = float(prev['close'])
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if self.is_bearish(prev): # 阴线,向上回归
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# 阴线实体 = open - close
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body = p_open - p_close
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trigger_price = p_close + body / 3 # 从低点涨 1/3
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return trigger_price, 'long'
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elif self.is_bullish(prev): # 阳线,向下回归
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# 阳线实体 = close - open
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body = p_close - p_open
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trigger_price = p_close - body / 3 # 从高点跌 1/3
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return trigger_price, 'short'
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return None, None
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def check_trigger(self, all_data, current_idx):
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"""
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检查当前K线是否触发了交易信号
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返回:(方向, 触发价格, 有效前一根K线索引) 或 (None, None, None)
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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
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"""
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if current_idx <= 0:
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return None, None, None
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curr = all_data[current_idx]
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# 查找实体>=min_body_size的前一根K线
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valid_prev_idx, prev = self.find_valid_prev_bar(all_data, current_idx, self.min_body_size)
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if prev is None:
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return None, None, None
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trigger_price, direction = self.get_one_third_level(prev)
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if trigger_price is None:
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return None, None, None
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# 使用影线部分(high/low)来判断
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c_high = float(curr['high'])
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c_low = float(curr['low'])
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# 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
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if direction == 'long' and c_high >= trigger_price:
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return 'long', trigger_price, valid_prev_idx
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# 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
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if direction == 'short' and c_low <= trigger_price:
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return 'short', trigger_price, valid_prev_idx
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return None, None, None
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# ========================= BitMart API 函数 =========================
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def get_klines(self):
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"""获取最近N根5分钟K线"""
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try:
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end_time = int(time.time())
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# 获取足够多的K线用于向前查找有效K线
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response = self.contractAPI.get_kline(
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contract_symbol=self.contract_symbol,
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step=self.kline_step, # 5分钟
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start_time=end_time - 3600 * 3, # 取最近3小时
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end_time=end_time
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)[0]["data"]
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# 每根: [timestamp, open, high, low, close, volume]
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formatted = []
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for k in response:
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formatted.append({
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'id': int(k["timestamp"]),
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'open': float(k["open_price"]),
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'high': float(k["high_price"]),
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'low': float(k["low_price"]),
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'close': float(k["close_price"])
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})
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formatted.sort(key=lambda x: x['id'])
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return formatted
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except Exception as e:
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error_msg = str(e)
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# 检查是否是429限流错误
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if "429" in error_msg or "too many requests" in error_msg.lower():
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logger.warning(f"API限流,等待60秒后重试: {e}")
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time.sleep(60)
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else:
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logger.error(f"获取K线异常: {e}")
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self.ding(msg="获取K线异常", error=True)
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return None
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def get_current_price(self):
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"""获取当前最新价格"""
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try:
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end_time = int(time.time())
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response = self.contractAPI.get_kline(
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contract_symbol=self.contract_symbol,
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step=1, # 1分钟
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start_time=end_time - 3600 * 3,
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end_time=end_time
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)[0]
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if response['code'] == 1000:
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return float(response['data'][-1]["close_price"])
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return None
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except Exception as e:
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logger.error(f"获取价格异常: {e}")
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return None
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def get_available_balance(self):
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"""获取合约账户可用USDT余额"""
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try:
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response = self.contractAPI.get_assets_detail()[0]
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if response['code'] == 1000:
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data = response['data']
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if isinstance(data, dict):
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return float(data.get('available_balance', 0))
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elif isinstance(data, list):
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for asset in data:
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if asset.get('currency') == 'USDT':
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return float(asset.get('available_balance', 0))
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return None
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except Exception as e:
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logger.error(f"余额查询异常: {e}")
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return None
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def get_position_status(self):
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"""获取当前持仓方向"""
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try:
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response = self.contractAPI.get_position(contract_symbol=self.contract_symbol)[0]
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if response['code'] == 1000:
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positions = response['data']
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if not positions:
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self.start = 0
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self.open_avg_price = None
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self.current_amount = None
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self.position_cross = None
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return True
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self.start = 1 if positions[0]['position_type'] == 1 else -1
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self.open_avg_price = positions[0]['open_avg_price']
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self.current_amount = positions[0]['current_amount']
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self.position_cross = positions[0]["position_cross"]
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return True
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else:
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return False
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except Exception as e:
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logger.error(f"持仓查询异常: {e}")
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return False
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def set_leverage(self):
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"""程序启动时设置全仓 + 高杠杆"""
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try:
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response = self.contractAPI.post_submit_leverage(
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contract_symbol=self.contract_symbol,
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leverage=self.leverage,
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open_type=self.open_type
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)[0]
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if response['code'] == 1000:
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logger.success(f"全仓模式 + {self.leverage}x 杠杆设置成功")
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return True
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else:
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logger.error(f"杠杆设置失败: {response}")
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return False
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except Exception as e:
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logger.error(f"设置杠杆异常: {e}")
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return False
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# ========================= 浏览器自动化函数 =========================
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def openBrowser(self):
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"""打开 TGE 对应浏览器实例"""
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try:
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bit_port = openBrowser(id=self.bit_id)
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co = ChromiumOptions()
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co.set_local_port(port=bit_port)
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self.page = ChromiumPage(addr_or_opts=co)
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return True
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except:
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return False
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def close_extra_tabs_in_browser(self):
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"""关闭多余 tab"""
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try:
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for idx, tab in enumerate(self.page.get_tabs()):
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if idx > 0:
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tab.close()
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return True
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except:
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return False
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def click_safe(self, xpath, sleep=0.5):
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"""安全点击"""
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try:
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ele = self.page.ele(xpath)
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if not ele:
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return False
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ele.scroll.to_see(center=True)
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time.sleep(sleep)
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ele.click(by_js=True)
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return True
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except:
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return False
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def 平仓(self):
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"""市价平仓"""
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logger.info("执行平仓操作...")
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self.click_safe('x://span[normalize-space(text()) ="市价"]')
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time.sleep(0.5)
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self.ding(msg="执行平仓操作")
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def 开单(self, marketPriceLongOrder=0, size=None):
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"""
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市价开单
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marketPriceLongOrder: 1 做多, -1 做空
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"""
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if size is None or size <= 0:
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logger.warning("开单金额无效")
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return False
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direction_str = "做多" if marketPriceLongOrder == 1 else "做空"
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logger.info(f"执行{direction_str}操作,金额: {size}")
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try:
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if marketPriceLongOrder == -1:
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self.click_safe('x://button[normalize-space(text()) ="市价"]')
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self.page.ele('x://*[@id="size_0"]').input(size)
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self.click_safe('x://span[normalize-space(text()) ="卖出/做空"]')
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elif marketPriceLongOrder == 1:
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self.click_safe('x://button[normalize-space(text()) ="市价"]')
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self.page.ele('x://*[@id="size_0"]').input(size)
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self.click_safe('x://span[normalize-space(text()) ="买入/做多"]')
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self.ding(msg=f"执行{direction_str}操作,金额: {size}")
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return True
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except Exception as e:
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logger.error(f"开单异常: {e}")
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return False
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def ding(self, msg, error=False):
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"""统一消息格式"""
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prefix = "❌三分之一策略:" if error else "🔔三分之一策略:"
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if error:
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logger.error(msg)
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for i in range(10):
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send_dingtalk_message(f"{prefix}{msg}")
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else:
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logger.info(msg)
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send_dingtalk_message(f"{prefix}{msg}")
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# ========================= 时间计算函数 =========================
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def get_now_time(self):
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"""获取当前5分钟整点时间戳"""
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current_timestamp = time.time()
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current_datetime = datetime.datetime.fromtimestamp(current_timestamp)
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# 计算距离当前时间最近的5分钟整点
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minute = current_datetime.minute
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target_minute = (minute // 5) * 5 # 向下取整到5分钟
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target_datetime = current_datetime.replace(minute=target_minute, second=0, microsecond=0)
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return int(target_datetime.timestamp())
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def get_time_to_next_5min(self):
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"""获取距离下一个5分钟的秒数"""
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current_timestamp = time.time()
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current_datetime = datetime.datetime.fromtimestamp(current_timestamp)
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minute = current_datetime.minute
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next_5min = ((minute // 5) + 1) * 5
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if next_5min >= 60:
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next_datetime = current_datetime.replace(minute=0, second=0, microsecond=0) + datetime.timedelta(hours=1)
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else:
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next_datetime = current_datetime.replace(minute=next_5min, second=0, microsecond=0)
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return (next_datetime - current_datetime).total_seconds()
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# ========================= 主运行函数 =========================
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def action(self):
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"""主运行逻辑"""
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# 启动时设置全仓高杠杆
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if not self.set_leverage():
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logger.error("杠杆设置失败,程序继续运行但可能下单失败")
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return
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# 1. 打开浏览器
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if not self.openBrowser():
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self.ding("打开浏览器失败!", error=True)
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return
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logger.info("浏览器打开成功")
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if self.close_extra_tabs_in_browser():
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logger.info('关闭多余标签页成功')
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else:
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logger.info('关闭多余标签页失败')
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self.page.get("https://derivatives.bitmart.com/zh-CN/futures/ETHUSDT")
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time.sleep(2)
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self.click_safe('x://button[normalize-space(text()) ="市价"]')
|
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|
||||
self.pbar = tqdm(total=5, desc="等待5分钟K线", ncols=80)
|
||||
|
||||
self.time_start = None # 时间状态,避免同一时段重复处理
|
||||
|
||||
while True:
|
||||
# 更新进度条
|
||||
current_time = time.localtime()
|
||||
current_minute = current_time.tm_min
|
||||
self.pbar.n = current_minute % 5
|
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self.pbar.refresh()
|
||||
|
||||
# 检查是否已处理过当前时间段
|
||||
if self.time_start == self.get_now_time():
|
||||
time.sleep(3)
|
||||
continue
|
||||
|
||||
# 获取K线数据
|
||||
kline_data = self.get_klines()
|
||||
if not kline_data:
|
||||
logger.warning("获取K线数据失败")
|
||||
time.sleep(5)
|
||||
continue
|
||||
|
||||
# 检查数据是否是最新的
|
||||
if len(kline_data) < 3:
|
||||
logger.warning("K线数据不足")
|
||||
time.sleep(5)
|
||||
continue
|
||||
|
||||
# 判断最新K线时间
|
||||
latest_kline_time = kline_data[-1]['id']
|
||||
if self.get_now_time() != latest_kline_time:
|
||||
time.sleep(3)
|
||||
continue
|
||||
|
||||
self.time_start = self.get_now_time()
|
||||
|
||||
# 获取持仓状态
|
||||
if not self.get_position_status():
|
||||
logger.warning("获取仓位信息失败")
|
||||
self.ding(msg="获取仓位信息失败!", error=True)
|
||||
continue
|
||||
|
||||
logger.info(f"当前持仓状态: {self.start} (1=多, -1=空, 0=无)")
|
||||
|
||||
# ========== 三分之一策略信号检测 ==========
|
||||
current_idx = len(kline_data) - 1
|
||||
direction, trigger_price, valid_prev_idx = self.check_trigger(kline_data, current_idx)
|
||||
|
||||
if direction:
|
||||
# 获取有效前一根K线用于日志
|
||||
valid_prev = kline_data[valid_prev_idx] if valid_prev_idx is not None else None
|
||||
curr = kline_data[current_idx]
|
||||
|
||||
if valid_prev:
|
||||
prev_time = datetime.datetime.fromtimestamp(valid_prev['id']).strftime('%H:%M')
|
||||
curr_time = datetime.datetime.fromtimestamp(curr['id']).strftime('%H:%M')
|
||||
prev_type = "阳线" if self.is_bullish(valid_prev) else "阴线"
|
||||
prev_body = self.get_body_size(valid_prev)
|
||||
|
||||
logger.info(f"检测到{direction}信号,触发价格: {trigger_price:.2f}")
|
||||
logger.info(f" 有效前一根[{prev_time}]: {prev_type} 实体={prev_body:.2f}")
|
||||
logger.info(f" 当前根[{curr_time}]: H={curr['high']:.2f} L={curr['low']:.2f}")
|
||||
|
||||
# ========== 执行交易逻辑 ==========
|
||||
balance = self.get_available_balance()
|
||||
if balance is None:
|
||||
balance = 0
|
||||
trade_size = balance * self.risk_percent
|
||||
|
||||
if direction == "long":
|
||||
if self.start == -1: # 当前空仓,平空开多
|
||||
logger.info("平空仓,反手开多")
|
||||
self.平仓()
|
||||
time.sleep(1)
|
||||
self.开单(marketPriceLongOrder=1, size=trade_size)
|
||||
elif self.start == 0: # 当前无仓,直接开多
|
||||
logger.info("无仓位,开多")
|
||||
self.开单(marketPriceLongOrder=1, size=trade_size)
|
||||
# 已有多仓则不操作
|
||||
|
||||
elif direction == "short":
|
||||
if self.start == 1: # 当前多仓,平多开空
|
||||
logger.info("平多仓,反手开空")
|
||||
self.平仓()
|
||||
time.sleep(1)
|
||||
self.开单(marketPriceLongOrder=-1, size=trade_size)
|
||||
elif self.start == 0: # 当前无仓,直接开空
|
||||
logger.info("无仓位,开空")
|
||||
self.开单(marketPriceLongOrder=-1, size=trade_size)
|
||||
# 已有空仓则不操作
|
||||
|
||||
# ========== 发送持仓信息 ==========
|
||||
self._send_position_message(kline_data[-1])
|
||||
|
||||
self.pbar.reset()
|
||||
|
||||
def _send_position_message(self, latest_kline):
|
||||
"""发送持仓信息到钉钉"""
|
||||
current_price = float(latest_kline["close"])
|
||||
balance = self.get_available_balance()
|
||||
self.balance = balance if balance is not None else 0.0
|
||||
|
||||
if self.start != 0:
|
||||
open_avg_price = float(self.open_avg_price) if self.open_avg_price else 0.0
|
||||
current_amount = float(self.current_amount) if self.current_amount else 0.0
|
||||
position_cross = float(self.position_cross) if hasattr(self, 'position_cross') and self.position_cross else 0.0
|
||||
|
||||
# 计算浮动盈亏
|
||||
if self.start == 1: # 多头
|
||||
unrealized_pnl = current_amount * 0.001 * (current_price - open_avg_price)
|
||||
else: # 空头
|
||||
unrealized_pnl = current_amount * 0.001 * (open_avg_price - current_price)
|
||||
|
||||
# 计算收益率
|
||||
if open_avg_price > 0:
|
||||
if self.start == 1:
|
||||
pnl_rate = (current_price - open_avg_price) / open_avg_price * 10000
|
||||
else:
|
||||
pnl_rate = (open_avg_price - current_price) / open_avg_price * 10000
|
||||
rate_str = f" ({pnl_rate:+.2f}%)"
|
||||
else:
|
||||
rate_str = ""
|
||||
|
||||
direction_str = "空" if self.start == -1 else "多"
|
||||
pnl_str = f"{unrealized_pnl:+.2f} USDT"
|
||||
|
||||
msg = (
|
||||
f"【三分之一策略 {self.contract_symbol} 5分钟】\n"
|
||||
f"当前方向:{direction_str}\n"
|
||||
f"当前现价:{current_price:.2f} USDT\n"
|
||||
f"开仓均价:{open_avg_price:.2f} USDT\n"
|
||||
f"持仓量(eth):{float(current_amount) / 1000} eth\n"
|
||||
f"持仓量(usdt):{position_cross} usdt\n"
|
||||
f"浮动盈亏:{pnl_str}{rate_str}\n"
|
||||
f"账户可用余额:{self.balance:.2f} usdt"
|
||||
)
|
||||
else:
|
||||
msg = (
|
||||
f"【三分之一策略 {self.contract_symbol} 5分钟】\n"
|
||||
f"当前方向:无\n"
|
||||
f"当前现价:{current_price:.2f} USDT\n"
|
||||
f"账户可用余额:{self.balance:.2f} usdt"
|
||||
)
|
||||
|
||||
self.ding(msg=msg)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
# 启动三分之一策略交易
|
||||
BitmartOneThirdStrategy(bit_id="f2320f57e24c45529a009e1541e25961").action()
|
||||
Reference in New Issue
Block a user