6. Trading Signal Monitoring Program [Source Code Download]

# Trading Signal Monitoring Program

Real-time monitoring of BTCUSDT candlestick (K-line) data, generating trading signals based on strategy.
Implemented Strategy: [👉 ChatGPT Trend Sniper Strategy Sharing](https://moer.si/p/123 "ChatGPT Trend Sniper Strategy Sharing")

> **PS:**
> This program is intended for users as a reference for secondary development and historical backtesting.
> Regular users can ignore this section; it does not affect normal program usage.

## Features

* Real-time retrieval of BTCUSDT 15-minute candlestick data
* Generate trading signals based on **TrendBreakoutStrategy**
* Supports stable long-term background operation
* Robust error handling and automatic recovery mechanism
* Persistent trading signal status to prevent duplicate alerts
* Periodic full data refresh to avoid cumulative errors
* Detailed logging and state tracking

## Installation Requirements

* Python 3.6 or higher
* Required Python packages:

* **ccxt** (market data fetching)
  * **backtrader** (backtesting and signal generation)
  * **pandas** (data processing)
  * **numpy** (numerical computation)
* Windows; development environment recommended: Jupyter Notebook 6.5

## File Descriptions

| File                         | Description                                     |
| ---------------------------- | ----------------------------------------------- |
| config/monitor\_config.json  | Global configuration                            |
| config/strategy\_config.json | Moersi strategy corresponding to signal program |
| config/strategy\_params.json | Strategy signal parameters                      |
| strategy.py                  | Strategy program                                |
| btc\_monitor.py              | Entry point, main signal monitoring program     |

## Run in Background

### Using nohup

```bash
nohup python3 btc_monitor.py > /dev/null 2>&1 &
```

## Configuration Options

Configuration file `config/monitor_config.json` supports the following options:

| Option                  | Description                           | Default Value                  |
| ----------------------- | ------------------------------------- | ------------------------------ |
| symbol                  | Trading pair symbol                   | BTC/USDT                       |
| timeframe               | Timeframe                             | 15m                            |
| limit                   | Number of historical candles to fetch | 200                            |
| check\_interval         | Signal check interval (seconds)       | 60                             |
| data\_refresh\_interval | Full data refresh interval (seconds)  | 900                            |
| notification\_enabled   | Enable notifications                  | true                           |
| strategy\_config\_path  | Path to strategy parameter config     | "config/strategy\_params.json" |

## Strategy Parameter Configuration

The strategy parameter file `config/strategy_params.json` consists of three sections:

1. **Common Parameters (common)**

* is\_top: Whether top band
   * bb\_period: Bollinger Band period
   * bb\_dev: Bollinger Band standard deviation multiplier
   * atr\_period: ATR period
   * volume\_period: Volume moving average period

2. **Long Parameters (long)**

* ma\_short: Short-term moving average period
   * ma\_medium: Medium-term moving average period
   * volume\_threshold: Volume threshold
   * bb\_width\_threshold: Bollinger Band width threshold
   * bb\_breakout\_factor: Bollinger Band breakout factor

3. **Short Parameters (short)**

## View Logs

Logs are saved in the `logs` directory, named by date:

```bash
tail -f logs/btc_monitor_20250506.log
```

## View Signal History

Signal history is saved in the `btc_monitor_status.json` file:

```bash
cat btc_monitor_status.json
```

## Safely Stop the Program

If running in background with nohup:

```bash
# Find process ID
ps aux | grep btc_monitor.py
# Stop process
kill <processID>
```

## Troubleshooting

1. **Cannot connect to market data**

* Check network connection
   * Ensure VPN/proxy is working

2. **No signals generated**

* Check logs for details
   * Verify strategy parameters are appropriate

3. **Program crashes or stops**

* Check error logs
   * Verify correct Python dependency versions

## Source Code Download

* To download source code, please log in first (Free).
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- 👉[Click to Download Source Code](https://moer.si/down.php?file=btc_15m_alpha.zip "Click to download source code")

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