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This commit is contained in:
aaron 2025-05-03 22:54:42 +08:00
parent c7f59cd616
commit ab95ecd539
2 changed files with 26 additions and 17 deletions
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15
cryptoai/monitors/volume_growup.py
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@ -6,6 +6,7 @@ from datetime import datetime, timedelta
from cryptoai.models.data_processor import DataProcessor from cryptoai.models.data_processor import DataProcessor
from cryptoai.utils.discord_bot import DiscordBot from cryptoai.utils.discord_bot import DiscordBot
import time import time
import pandas as pd
class VolumeGrowupMonitor: class VolumeGrowupMonitor:
""" """
成交量增长监控 成交量增长监控
@ -38,12 +39,22 @@ class VolumeGrowupMonitor:
data_processor = DataProcessor() data_processor = DataProcessor()
processed_data = data_processor.preprocess_market_data(symbol, data) processed_data = data_processor.preprocess_market_data(symbol, data)
# 监控交易量增长
self.monitor_volume_growup(processed_data, symbol, time_interval)
time.sleep(1)
# 监控交易量增长
def monitor_volume_growup(self, processed_data: pd.DataFrame, symbol: str, time_interval: str):
# 计算过去 30 根 K 线的平均交易量 # 计算过去 30 根 K 线的平均交易量
average_volume = processed_data['volume'].tail(30).mean() 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 # 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 volume_growth = processed_data['volume'].iloc[-2] / average_volume
# 计算交易金额
current_amount = processed_data['close'].iloc[-2] * processed_data['volume'].iloc[-2]
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%}") 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 10倍以上，则发送消息 # 如果增加 10倍以上，则发送消息
@ -54,6 +65,7 @@ class VolumeGrowupMonitor:
**周期**: `{time_interval}` **周期**: `{time_interval}`
**30根K线平均量**: `{average_volume:.2f}` **30根K线平均量**: `{average_volume:.2f}`
**当前量**: `{processed_data['volume'].iloc[-2]:.2f}` **当前量**: `{processed_data['volume'].iloc[-2]:.2f}`
**当前交易金额**: `{current_amount:.2f} USD`
**增长倍数**: **{volume_growth:.2f} 倍** **增长倍数**: **{volume_growth:.2f} 倍**
@ -62,8 +74,5 @@ class VolumeGrowupMonitor:
self.discord_bot.send_message(message) self.discord_bot.send_message(message)
print(f"发送交易量上涨提醒消息到discord") print(f"发送交易量上涨提醒消息到discord")
time.sleep(1)

2
docker-compose.yml
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@ -18,7 +18,7 @@ services:
cryptoai-monitor: cryptoai-monitor:
build: . build: .
container_name: cryptoai-monitor container_name: cryptoai-monitor
image: cryptoai-monitor:0.0.5 image: cryptoai-monitor:0.0.6
restart: always restart: always
command: python run_monitor.py command: python run_monitor.py
environment: environment: