testing gpt to create a script to trade with binance

test_gpt_binance.py

import typing
from binance.client import Client
import talib

def connect_to_binance(api_key: str, api_secret: str) -> Client:
    """
    Connects to the Binance API using the provided API key and secret.
    Returns a Binance client object.
    """
    return Client(api_key, api_secret)

def get_historical_data(client: Client, symbol: str, interval: str) -> dict:
    """
    Fetches historical data for a specific cryptocurrency on Binance.
    Returns the historical data as a dictionary.
    """
    return client.fetch_ohlcv(symbol, interval)

def moving_average_strategy(data: dict, symbol: str, quantity: int, short_window: int, long_window: int) -> None:
    """
    Executes trades based on the moving average crossover strategy.
    Does not return anything.
    """
    close_prices = [x[4] for x in data]
    short_ma = talib.SMA(close_prices, timeperiod=short_window)
    long_ma = talib.SMA(close_prices, timeperiod=long_window)
    # Check if short MA crosses above long MA (buy signal)
    if short_ma[-2] <= long_ma[-2] and short_ma[-1] > long_ma[-1]:
        client.create_order(symbol=symbol, side=Client.SIDE_BUY, type=Client.ORDER_TYPE_MARKET, quantity=quantity)
    # Check if short MA crosses below long MA (sell signal)
    elif short_ma[-2] >= long_ma[-2] and short_ma[-1] < long_ma[-1]:
        client.create_order(symbol=symbol, side=Client.SIDE_SELL, type=Client.ORDER_TYPE_MARKET, quantity=quantity)

def rsi_strategy(data: dict, symbol: str, quantity: int, period: int) -> None:
    """
    Executes trades based on the relative strength index (RSI) strategy.
    Does not return anything.
    """
    close_prices = [x[4] for x in data]
    rsi = talib.RSI(close_prices, timeperiod=period)
    # Check if RSI is above 70 (overbought, sell signal)
    if rsi[-1] > 70:
        client.create_order(symbol=symbol, side=Client.SIDE_SELL, type=Client.ORDER_TYPE_MARKET, quantity=quantity)
    # Check if RSI is below 30 (oversold, buy signal)
    elif rsi[-1] < 30:
        client.create_order(symbol=symbol, side=Client.SIDE_BUY, type=Client.ORDER_TYPE_MARKET, quantity=quantity)

# Example usage:

api_key = 'YOUR_API_KEY'
api_secret = 'YOUR_API_SECRET'
symbol = 'BTCUSDT'
interval = '1h'
quantity = 1

client = connect_to_binance(api_key, api_secret)
data = get_historical_data(client, symbol, interval)
# Execute trades based on moving average strategy

moving_average_strategy(data, symbol, quantity, 20, 50)
# Execute trades based on RSI strategy

rsi_strategy(data, symbol, quantity, 14)