import requests
import time

# Define parameters
timeframe = 5  # in minutes
volatility = 2  # in percent
pairs = ['BTC/USDT', 'ETH/USDT']

# Function to fetch klines data from Binance API
def fetch_klines(symbol, interval, startTime, endTime):
    url = 'https://api.binance.com/api/v3/klines'
    params = {
        'symbol': symbol,
        'interval': interval,
        'startTime': startTime,
        'endTime': endTime
    }
    response = requests.get(url, params=params)
    if response.status_code == 200:
        data = response.json()
        closing_prices = [float(candle[4]) for candle in data]
        return closing_prices
    else:
        print(f'Error fetching data for {symbol}: {response.status_code}')
        return None

# Main function
def main():
    # Calculate start and end times for 24 hours ago and now
    endTime = int(time.time() * 1000)
    startTime = endTime - 24 * 60 * 60 * 1000  # 24 hours in milliseconds

    # Define Binance intervals based on timeframe
    if timeframe < 1:
        interval = '1m'
    elif 1 <= timeframe < 5:
        interval = '1m'
    elif 5 <= timeframe < 15:
        interval = '5m'
    elif 15 <= timeframe < 30:
        interval = '15m'
    elif 30 <= timeframe < 60:
        interval = '30m'
    else:
        interval = '1h'  # Default to 1 hour if timeframe is 60 minutes or more

    # Process each pair
    for pair in pairs:
        # Convert pair to Binance symbol
        symbol = pair.replace('/', '')
        # Fetch klines data
        prices = fetch_klines(symbol, interval, startTime, endTime)
        if prices:
            count = 0
            if len(prices) >= 1:
                reference_price = prices[0]
                for price in prices[1:]:
                    pct_change = ((price - reference_price) / reference_price) * 100
                    if abs(pct_change) >= volatility:
                        count += 1
                        reference_price = price
                print(f'Total {volatility}% price changes for {pair} in the last 24 hours: {count}')
            else:
                print(f'No price data available for {pair}')
        else:
            print(f'Failed to fetch data for {pair}')

if __name__ == main:
    main()
Copy