I used your code: import time
from binance.client import Client
from binance.enums import *
from binance.exceptions import BinanceAPIException
import pandas as pd
import requests
import json
import numpy as np
import pytz
import datetime as dt

date = dt.datetime.now().strftime("%m/%d/%Y %H:%M:%S")
print(date)

url = "https://api.binance.com/api/v1/time"
t = time.time()*1000
r = requests.get(url)
result = json.loads(r.content)

# API keys and other configuration
API_KEY = ''
API_SECRET = ''

client = Client(API_KEY, API_SECRET)

STOP_LOSS_PERCENTAGE = -50
TAKE_PROFIT_PERCENTAGE = 100
MAX_TRADE_QUANTITY_PERCENTAGE = 100
POSITION_SIDE_SHORT = 'SELL'
POSITION_SIDE_LONG = 'BUY'
symbol = 'BTCUSDT'
quantity = 1
order_type = 'MARKET'
leverage = 125
max_trade_quantity_percentage = 1

client = Client(API_KEY, API_SECRET)

def getminutedata(symbol, interval, lookback):
    try:
        frame = pd.DataFrame(client.get_historical_klines(symbol, interval, lookback+'min ago UTC'))
        frame = frame.iloc[:60,:6]
        frame.columns = ['Time','Open','High','Low','Close','Volume']
        frame = frame.set_index('Time')
        today = dt.date.today()
        frame.index = pd.to_datetime(frame.index, unit='ms').tz_localize('UTC').tz_convert('Etc/GMT+3').strftime(f"{today} %H:%M:%S")
        frame = frame.astype(float)
        return frame
    except Exception as e:
        print(f"Error getting minute data: {str(e)}")
        return 

df = getminutedata('BTCUSDT', '1m', '44640')

def signal_generator(df):
    try:
        open = df.Open.iloc[-1]
        close = df.Close.iloc[-1]
        previous_open = df.Open.iloc[-2]
        previous_close = df.Close.iloc[-2]

        # Bearish pattern
        if (open>close and
        previous_open<previous_close and
        close<previous_open and
        open>=previous_close):
            return 'sell'

        # Bullish pattern
        elif (open<close and
        previous_open>previous_close and
        close>previous_open and
        open<=previous_close):
            return 'buy'

        # No clear pattern
        else:
            return ''
    except Exception as e:
        print(f"Error generating signal: {str(e)}")
        return signal_generator(df)

def order_execution(symbol, signal, max_trade_quantity_percentage, leverage):
    max_trade_quantity = None
    account_balance = client.futures_account_balance()
    usdt_balance = float([x['balance'] for x in account_balance if x['asset'] == 'USDT'][0])
    max_trade_quantity = usdt_balance * max_trade_quantity_percentage/100

    # Close long position if signal is opposite
    long_position = None
    short_position = None
    positions = client.futures_position_information(symbol=symbol)
    for p in positions:
        if p['positionSide'] == 'LONG':
            long_position = p
        elif p['positionSide'] == 'SHORT':
            short_position = p
        if long_position is not None and short_position is not None:
            print("Multiple positions found. Closing both positions.")
        if long_position is not None:
                client.futures_create_order(
                    symbol=symbol,
                    side=SIDE_SELL,
                    type=ORDER_TYPE_MARKET,
                    quantity=long_position['positionAm’'],
                    reduceOnly=True
                )
    time.sleep(1)
    if short_position is not None:
        client.futures_create_order(
            symbol=symbol,
            side=SIDE_BUY,
            type=ORDER_TYPE_MARKET,
            quantity=short_position['positionAmt'],
            reduceOnly=True
        )
    time.sleep(1)
    print("Both positions closed.")

    if signal == 'buy':
        position_side = POSITION_SIDE_LONG
        opposite_position = short_position
    elif signal == 'sell':
        position_side = POSITION_SIDE_SHORT
        opposite_position = long_position
    else:
        print("Invalid signal. No order placed.")

    order_quantity = 0
    if opposite_position is not None:
        order_quantity = min(max_trade_quantity, abs(float(opposite_position['positionAmt'])))
    if opposite_position is not None and opposite_position['positionSide'] != position_side:
        print("Opposite position found. Closing position before placing order.")
        client.futures_create_order(
            symbol=symbol,
            side=SIDE_SELL if opposite_position['positionSide'] == POSITION_SIDE_LONG else SIDE_BUY,
            type=ORDER_TYPE_MARKET,
            quantity=order_quantity,
            reduceOnly=True
        )
        time.sleep(1)

        if opposite_position is not None:
            opposite_side = (SIDE_SELL if opposite_position['positionSide'] == 
                             POSITION_SIDE_LONG 
                             else SIDE_BUY)
        else:
            opposite_side = None

    # Place the order and capture the returned order ID
    order = client.futures_create_order(
        symbol=symbol,
        side=SIDE_BUY if signal == 'buy' else SIDE_SELL,
        type=ORDER_TYPE_MARKET,
        quantity=order_quantity,
        reduceOnly=False,
        timeInForce=TIME_IN_FORCE_GTC,
        positionSide=position_side,
        leverage=leverage
    )
    if order is None:
        print("Order not placed successfully. Skipping setting stop loss and take profit orders.")
        order_id = order['orderId']
        print(f"Placed {signal} order with order ID {order_id} and quantity {order_quantity}")
    time.sleep(1)

    # Set stop loss and take profit orders
    # Get the order details to determine the order price
    order_info = client.futures_get_order(symbol=symbol, orderId=order_id)
    if order_info is None:
        print("Error getting order information. Skipping setting stop loss and take profit orders.")
    else:
        order_price = float(order_info['avgPrice'])

    # Set stop loss and take profit orders
    stop_loss_price = order_price * (1 + STOP_LOSS_PERCENTAGE / 100) if signal == 'sell' else order_price * (1 - STOP_LOSS_PERCENTAGE / 100)
    take_profit_price = order_price * (1 + TAKE_PROFIT_PERCENTAGE / 100) if signal == 'buy' else order_price * (1 - TAKE_PROFIT_PERCENTAGE / 100)
    stop_loss_order = client.futures_create_order(
        symbol=symbol,
        side=SIDE_SELL if signal == 'buy' else SIDE_BUY,
        type=ORDER_TYPE_STOP_LOSS,
        quantity=order_quantity,
        stopPrice=stop_loss_price,
        reduceOnly=True,
        timeInForce=TIME_IN_FORCE_GTC,
        positionSide=position_side
    )
    take_profit_order = client.futures_create_order(
        symbol=symbol,
        side=SIDE_SELL if signal == 'buy' else SIDE_BUY,
        type=ORDER_TYPE_LIMIT,
        quantity=order_quantity,
        price=take_profit_price,
        reduceOnly=True,
        timeInForce=TIME_IN_FORCE_GTC,
        positionSide=position_side
    )
    # Print order creation confirmation messages
    print(f"Placed {signal} order with order ID {order_id} and quantity {order_quantity}")
    print(f"Placed stop loss order with stop loss price {stop_loss_price}")
    print(f"Placed take profit order with take profit price {take_profit_price}")
time.sleep(1)
while True:
    current_time = dt.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
    df = getminutedata('BTCUSDT', '1m', '44640') # Get minute data each loop
    if df is None:
        continue
    current_signal = signal_generator(df)
    print(f"The signal time is: {current_time} :{current_signal}")
    if current_signal:
        order_execution('BTCUSDT', current_signal, max_trade_quantity_percentage, leverage)
        time.sleep(1) # Add a delay of 1 second But I getting ERROR: The signal time is: 2023-05-29 11:58:02 :buy
Both positions closed.
Traceback (most recent call last):
  File "c:\Users\Alan\.vscode\jew_bot\jew_bot\jew_bot.py", line 211, in <module>
    order_execution('BTCUSDT', current_signal, max_trade_quantity_percentage, leverage)
  File "c:\Users\Alan\.vscode\jew_bot\jew_bot\jew_bot.py", line 151, in order_execution
    order = client.futures_create_order(
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Alan\AppData\Roaming\Python\Python311\site-packages\binance\client.py", line 6209, in futures_create_order  
    return self._request_futures_api('post', 'order', True, data=params)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Alan\AppData\Roaming\Python\Python311\site-packages\binance\client.py", line 382, in _request_futures_api   
    return self._request(method, uri, signed, True, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Alan\AppData\Roaming\Python\Python311\site-packages\binance\client.py", line 358, in _request
    return self._handle_response(self.response)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\Alan\AppData\Roaming\Python\Python311\site-packages\binance\client.py", line 367, in _handle_response       
    raise BinanceAPIException(response, response.status_code, response.text)
binance.exceptions.BinanceAPIException: APIError(code=-1102): Mandatory parameter 'positionSide' was not sent, was empty/null, or malformed. please give me right code as solution