update

cryptoai/config/config.yaml

@@ -72,7 +72,7 @@ discord:
   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"
-
+  technical_indicators_webhook_url: "https://discord.com/api/webhooks/1368420664767287296/96aYVXPfQdv0KE6BKCZJ6w4M60jNMpwyXfDm05THa7oaknnOxhWTV5t6hO9wqw3TwyNs"
 
 # 数据库配置
 database:

cryptoai/monitor_endpoint.py

@@ -1,5 +1,6 @@
 
 from cryptoai.monitors.volume_growup import VolumeGrowupMonitor
+from cryptoai.monitors.technical_indicators import TechnicalIndicatorsMonitor
 import schedule
 
 
@@ -7,12 +8,34 @@ def run_monitor():
     volume_growup_monitor = VolumeGrowupMonitor()
     # volume_growup_monitor.run(time_interval="5m")
 
+    technical_indicators_monitor = TechnicalIndicatorsMonitor()
+    # technical_indicators_monitor.run(time_interval="15m")
+
+    # return
+
     try:
         print("☕️ 加密货币监控程序已启动")
+
+        # 5分钟监控，交易量增长
         times = [":00", ":05", ":10", ":15", ":20", ":25", ":30", ":35", ":40", ":45", ":50", ":55"]
         for time in times:
             schedule.every().hour.at(time).do(volume_growup_monitor.run, time_interval="5m")
 
+        
+        # 15分钟监控，技术指标
+        times = [":00", ":15", ":30", ":45"]
+        for time in times:
+            schedule.every().hour.at(time).do(technical_indicators_monitor.run, time_interval="15m")
+
+        # 1小时监控，技术指标
+        schedule.every().hour.at(":00").do(technical_indicators_monitor.run, time_interval="1h")
+
+        # 4小时监控，技术指标
+        times = ["00:00", "04:00", "08:00", "12:00", "16:00", "20:00"]
+        for time in times:
+            schedule.every().day.at(time).do(technical_indicators_monitor.run, time_interval="4h")
+
+
         while True:
             schedule.run_pending()
             import time

cryptoai/monitors/technical_indicators.py

@@ -0,0 +1,138 @@
+
+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
+import pandas as pd
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.DEBUG)
+
+class TechnicalIndicatorsMonitor:
+    """
+    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['technical_indicators_webhook_url']
+        )
+
+    def run(self, time_interval: str = "1h"):
+        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)
+
+            # RSI超卖超买
+            self.monitor_rsi(processed_data, symbol, time_interval)
+
+            # 布林带
+            self.monitor_bollinger(processed_data, symbol, time_interval)
+
+            # # MACD
+            # self.monitor_macd(processed_data, symbol, time_interval)
+
+           
+            time.sleep(1)
+
+    def monitor_bollinger(self, processed_data: pd.DataFrame, symbol: str, time_interval: str):
+        # 布林带
+        upper = processed_data['Bollinger_Upper'].iloc[-1]
+        lower = processed_data['Bollinger_Lower'].iloc[-1]
+        close = processed_data['close'].iloc[-1]
+
+        notify = False
+        # 超买超卖
+        if close > upper:
+            result = "触及BOLL上轨"
+            notify = True
+        elif close < lower:
+            result = "触及BOLL下轨"
+            notify = True
+        else:
+            result = "正常"
+
+        if notify:
+            # 构建技术指标提醒消息
+            message = f"""## 🚨 【{symbol}】BOLL指标提醒
+
+**周期**: `{time_interval}`
+**布林带**: **{result}**
+
+**时间**: `{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}`
+"""
+            self.discord_bot.send_message(message)
+
+    def monitor_rsi(self, processed_data: pd.DataFrame, symbol: str, time_interval: str):
+        # 超买超卖
+        signal = processed_data['RSI'].iloc[-1]
+        notify = False
+    
+        if signal > 70:
+            result = "RSI超买"
+            notify = True
+        elif signal < 30:
+            result = "RSI超卖"
+            notify = True
+        else:
+            result = "正常"
+
+        if notify:
+            # 构建技术指标提醒消息
+            message = f"""## 🚨 【{symbol}】RSI指标提醒
+
+**周期**: `{time_interval}`
+**RSI**: `{signal:.2f}`
+
+**结果**: **{result}**
+
+**时间**: `{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}`
+"""
+            self.discord_bot.send_message(message)
+
+    def monitor_macd(self, processed_data: pd.DataFrame, symbol: str, time_interval: str):
+        # MACD 金叉死叉
+        signal = processed_data['MACD_Signal'].iloc[-1]
+        notify = False
+
+        if signal > 0:
+            result = "MACD金叉"
+            notify = True
+        elif signal < 0:
+            result = "MACD死叉"
+            notify = True
+        else:
+            result = "正常"
+
+        if notify:
+            # 构建技术指标提醒消息
+            message = f"""## 🚨 【{symbol}】MACD指标提醒
+
+**周期**: `{time_interval}`
+**MACD**: `{signal:.2f}`
+
+**结果**: **{result}**
+
+**时间**: `{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}`
+"""
+            self.discord_bot.send_message(message)

docker-compose.yml

@@ -18,7 +18,7 @@ services:
   cryptoai-monitor:
     build: .
     container_name: cryptoai-monitor
-    image: cryptoai-monitor:0.0.6
+    image: cryptoai-monitor:0.0.7
     restart: always
     command: python run_monitor.py
     environment: