Tarea técnica
Requirements and Specifications for Forex Trading Robot
Technical Requirements:
-
Software & Libraries:
- MetaTrader 5 trading platform.
- Python programming language (preferably version 3.7+).
- MetaTrader5 Python API library.
- Data processing libraries like pandas and numpy .
-
Hardware:
- A computer or VPS with stable internet connectivity for uninterrupted trading.
- Minimum specifications:
- 4 GB RAM.
- Dual-core processor.
- 20 GB free disk space.
-
Broker Account:
- A live or demo MetaTrader 5-compatible broker account.
- Ensure the broker supports automated trading.
-
Forex Pair Data:
- Access to real-time data for the target currency pairs (e.g., EUR/USD).
- Historical data for backtesting (minimum 6 months recommended).
Functional Specifications:
-
Trading Logic:
- Implements a simple moving average (SMA) crossover strategy.
- Buys when the short-term SMA crosses above the long-term SMA.
- Sells when the short-term SMA crosses below the long-term SMA.
-
Risk Management:
- Lot size: Configurable (e.g., 0.1).
- Stop-loss: 20 pips from entry price.
- Take-profit: 40 pips from entry price.
- Slippage: Default at 5 points.
-
Trade Execution:
- Executes buy/sell orders based on signals.
- Uses the order_send function with parameters:
- trade_action : Buy or Sell.
- volume : Lot size.
- tp and sl : Configurable stop loss and take profit.
-
Data Handling:
- Retrieves historical data for analysis (200 candles).
- Updates real-time data every trading period.
-
Logging & Reporting:
- Logs each trade with details:
- Entry price.
- Exit price.
- Profit/loss.
- Reports errors, such as API connectivity issues.
- Logs each trade with details:
-
Scalability:
- Supports additional currency pairs or assets.
- Easy customization for other strategies.
Non-Functional Specifications:
-
Performance:
- Low latency to minimize slippage.
- Quick decision-making for real-time trades.
-
Security:
- API credentials securely stored.
- Only trades with predefined parameters allowed.
-
Robustness:
- Handles exceptions (e.g., internet loss, broker server downtime).
- Error handling for invalid responses from the MetaTrader API.
-
Backtesting & Optimization:
- Compatible with historical data for strategy testing.
- Outputs performance metrics (e.g., win rate, drawdown, ROI).
Deployment Requirements:
-
Environment Setup:
- Python environment with required dependencies installed.
- MetaTrader 5 platform configured and authorized with broker credentials.
-
Execution Mode:
- Automated execution during active market hours.
- Option to switch to manual control.
-
Maintenance:
- Regular updates to adapt to market conditions.
- Periodic review of trading logic and risk parameters.
Let me know if you'd like any section elaborated or adjusted!
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