update

cryptoai/api/binance_api.py

@@ -30,6 +30,24 @@ class BinanceAPI:
         except BinanceAPIException as e:
             print(f"Binance API连接失败: {e}")
 
+    def get_all_symbols(self) -> List[str]:
+        """
+        获取所有合约交易对
+        
+        Returns:
+            List[str]: 所有合约交易对列表
+        """
+        symbols = self.client.get_exchange_info()['symbols']
+
+        result = []
+        # 选择USDT交易对以及 status 为 TRADING 的交易对
+        for symbol in symbols:
+            if symbol['quoteAsset'] == 'USDT' and symbol['status'] == 'TRADING':
+                result.append(symbol['symbol'])
+
+        return result
+
+
     def get_historical_klines(self, symbol: str, interval: str, start_str: str, end_str: Optional[str] = None) -> pd.DataFrame:
         """
         获取历史K线数据
@@ -59,8 +77,8 @@ class BinanceAPI:
             ])
             
             # 转换数据类型
-            df['timestamp'] = pd.to_datetime(df['timestamp'], unit='ms')
-            df['close_time'] = pd.to_datetime(df['close_time'], unit='ms')
+            df['timestamp'] = pd.to_datetime(df['timestamp'], unit='ms', utc=True).map(lambda x: x.tz_convert('Asia/Shanghai'))
+            df['close_time'] = pd.to_datetime(df['close_time'], unit='ms', utc=True).map(lambda x: x.tz_convert('Asia/Shanghai'))
             
             for col in ['open', 'high', 'low', 'close', 'volume', 'quote_asset_volume',
                         'taker_buy_base_asset_volume', 'taker_buy_quote_asset_volume']:

cryptoai/config/config.yaml

@@ -71,6 +71,7 @@ discord:
   enabled: true
   crypto_webhook_url: "https://discord.com/api/webhooks/1286585288986198048/iQ-yr26ViW45GM48ql8rPu70Iumqcmn_XXAmxAcKGeiQBmTQoDPeq-TmlChvIHkw_HJ-"
   gold_webhook_url: "https://discord.com/api/webhooks/1367341235987021914/XVcjs6ZAZad3ZezzuudyiK_KqNUowqz2o2NJPdvwWY_EvwZVJcnVHq5M0-RQhkKV-FEQ"
+  volume_growup_webhook_url: "https://discord.com/api/webhooks/1368217200023961631/yl_zZK865YLNpq7F7ISwPa6ztXEjU8_V646XxL95RF7PIGEFoLCTa_dTiabkfUaUvme0"
 
 
 # 数据库配置

cryptoai/monitor_endpoint.py

@@ -0,0 +1,28 @@
+
+from cryptoai.monitors.volume_growup import VolumeGrowupMonitor
+import schedule
+
+class MonitorEndpoint:
+    """
+    监控端点
+    """
+    def __init__(self):
+        self.volume_growup_monitor = VolumeGrowupMonitor()
+
+    def run(self):
+        try:
+            print("☕️ 加密货币监控程序已启动")
+            times = [":00", ":05", ":10", ":15", ":20", ":25", ":30", ":35", ":40", ":45", ":50", ":55"]
+            for time in times:
+                schedule.every().hour.at(time).do(self.volume_growup_monitor.run, time_interval="5m")
+
+            while True:
+                schedule.run_pending()
+                import time
+                time.sleep(1)
+        except Exception as e:
+            print(f"程序运行出错: {e}")
+            import traceback
+            traceback.print_exc()
+
+

cryptoai/monitors/volume_growup.py

@@ -0,0 +1,68 @@
+
+from cryptoai.api.binance_api import BinanceAPI
+from cryptoai.utils.config_loader import ConfigLoader
+import logging
+from datetime import datetime, timedelta
+from cryptoai.models.data_processor import DataProcessor
+from cryptoai.utils.discord_bot import DiscordBot
+import time
+class VolumeGrowupMonitor:
+    """
+    成交量增长监控
+    """
+    def __init__(self):
+        self.config_loader = ConfigLoader()
+        self.binance_config = self.config_loader.get_binance_config()
+        self.discord_config = self.config_loader.get_discord_config()
+        self.binance_api = BinanceAPI(
+            api_key=self.binance_config['api_key'],
+            api_secret=self.binance_config['api_secret'],
+            test_mode=self.binance_config['test_mode']
+        )
+
+        self.discord_bot = DiscordBot(
+            webhook_url=self.discord_config['volume_growup_webhook_url']
+        )
+
+    def run(self, time_interval: str = "5m"):
+        binance_symbols = self.binance_api.get_all_symbols()
+
+        # 计算开始时间
+        start_time = datetime.now() - timedelta(days=1) # 3天前
+        start_str = start_time.strftime("%Y-%m-%d")
+
+        # 获取所有symbol的klines 数据    
+        for symbol in binance_symbols:
+            data = self.binance_api.get_historical_klines(symbol, time_interval, start_str)
+
+            data_processor = DataProcessor()
+            processed_data = data_processor.preprocess_market_data(symbol, data)
+
+            # 计算过去 30 根 K 线的平均交易量
+            average_volume = processed_data['volume'].tail(30).mean()
+
+            # 用上一根 k 线和过去 30 根 k 线的平均交易量计算增长率
+            volume_growth = processed_data['volume'].iloc[-2] / average_volume
+
+            print(f"{symbol} 过去 30 根 K 线的平均交易量为 {average_volume:.2f}，当前交易量为 {processed_data['volume'].iloc[-1]:.2f}，增长率为 {volume_growth:.2%}")
+            # 如果增加 5倍以上，则发送消息
+            if volume_growth >= 5:
+                # markdown 格式，带上emoji
+                message = f"""🚀交易量暴涨提醒🚀 
+                
+监控交易对：*** {symbol} ***
+时间周期：***{time_interval}***
+30根K线平均交易量：***{average_volume:.2f}***
+当前交易量：***{processed_data['volume'].iloc[-2]:.2f}***         
+增长率为 ***{volume_growth:.2%}***
+
+"""
+                
+                self.discord_bot.send_message(message)
+                print(f"发送交易量上涨提醒消息到discord")
+
+            time.sleep(1)
+
+
+
+

cryptoai/task_endpoint.py

@@ -16,14 +16,14 @@ from cryptoai.agents.crypto_agent import CryptoAgent
 from cryptoai.agents.gold_agent import GoldAgent
 from cryptoai.utils.config_loader import ConfigLoader
 
-def main():
+def task_start():
     try:
 
         # GoldAgent().start_agent()
         # # CryptoAgent().start_agent()
         # return
 
-        print("定时程序启动")
+        print("🚀 加密货币Agent程序已启动")
         # 设置 08:00, 20:00 运行一次
         schedule.every().day.at("00:00").do(CryptoAgent().start_agent)
         schedule.every().day.at("08:00").do(CryptoAgent().start_agent)
@@ -41,14 +41,7 @@ def main():
             schedule.run_pending()
             time.sleep(1)
     
-    except KeyboardInterrupt:
-        print("\n程序已退出")
-    
     except Exception as e:
         print(f"程序运行出错: {e}")
         import traceback
         traceback.print_exc()
-
-
-if __name__ == "__main__":  
-    main()

docker-compose.yml

@@ -15,6 +15,17 @@ services:
     networks:
       - app-network
 
+  cryptoai-monitor:
+    build: .
+    container_name: cryptoai-monitor
+    image: cryptoai-monitor:0.0.1
+    restart: always
+    command: python monitor_endpoint.py
+    environment:
+      - TZ=Asia/Shanghai
+    networks:
+      - app-network
+
   cryptoai-api:
     build: .
     container_name: cryptoai-api

run.py

@@ -7,7 +7,7 @@ CryptoAI 启动脚本
 """
 
 import sys
-from cryptoai.main import main
+from cryptoai.task_endpoint import task_start
 
 if __name__ == "__main__":
-    sys.exit(main()) 
+    sys.exit(task_start()) 

run_monitor.py

@@ -0,0 +1,4 @@
+from cryptoai.monitor_endpoint import MonitorEndpoint
+
+if __name__ == "__main__":
+    MonitorEndpoint().run()