Step 4 - Trading Bot in Live Account

Suggest Edits

Open the recipe for a walk-through on how to code this

🦉
step 4. Trading Bot in Real Account
Open Recipe

Description

This API module is designed to help trading automation over different exchanges, especially in cryptocurrency exchanges, where this frame could be expanded to most mainstream exchanges.

Currently, we have supported the following exchanges:

  • Binance
  • Coinbase Pro
  • Binance US
  • Okx
  • Kraken
  • Kucoin
  • Gate
  • Bittrex
  • Gemini

Set your API key

api_keys = {
    "Binance": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>"
    },
    "Kraken": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>"
    },
    "Kucoin": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>",
        "passphrase": "<your api key>"
    },
    "Gate": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>",
    },
    "BinanceUS": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>",
    },
    "Gemini": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>",
    },
    "CoinbasePro": {
        "api_key": "<your api key>",
        "api_secret": "<your api key>",
        "passphrase": "<your api key>"
    },
    'Bittrex': {
        'api_key': '<your api key>',
        'api_secret': '<your api key>'
    },

}

Practice: Get the exchange information

import TradingBot as tb

# bot = tb.Bot(exchange='Binance')
# print(bot.get_ExchangeInfo())

# bot = tb.Bot(exchange='BinanceUS')
# print(bot.get_ExchangeInfo())

bot = tb.Bot(exchange='Kraken')
print(bot.get_ExchangeInfo())

# bot = tb.Bot(exchange='Kucoin')
# print(bot.get_ExchangeInfo())

# bot = tb.Bot(exchange='Gate')
# print(bot.get_ExchangeInfo())

# bot = tb.Bot(exchange='Gemini')
# print(bot.get_ExchangeInfo())

# bot = tb.Bot(exchange='CoinbasePro')
# print(bot.get_ExchangeInfo())

# bot = tb.Bot(exchange='Bittrex')
# print(bot.get_ExchangeInfo())
altname wsname aclass_base base aclass_quote quote lot pair_decimals lot_decimals lot_multiplier
0 1INCHEUR 1INCH/EUR currency 1INCH currency ZEUR unit 3 8 1
1 1INCHUSD 1INCH/USD currency 1INCH currency ZUSD unit 3 8 1
2 AAVEAUD AAVE/AUD currency AAVE currency ZAUD unit 2 8 1
3 AAVEETH AAVE/ETH currency AAVE currency XETH unit 4 8 1
4 AAVEEUR AAVE/EUR currency AAVE currency ZEUR unit 2 8 1

Practice: Get ticker info

# bot = tb.Bot(exchange='Binance')
# symbol = 'BTCUSDT' # for Binance
# print(bot.get_TickerInfo(symbol))

# bot = tb.Bot(exchange='BinanceUS')
# symbol = 'BTCUSDT' # for BinanceUS
# print(bot.get_TickerInfo(symbol))

bot = tb.Bot(exchange='Gate')
symbol = 'BTC_USDT' # for Gate
print(bot.get_TickerInfo(symbol))

# bot = tb.Bot(exchange='Kraken')
# symbol = 'XBTUSD' # for Kraken
# print(bot.get_TickerInfo(symbol))

# bot = tb.Bot(exchange='Kucoin')
# symbol = 'BTC-USDT' # for Kucoin
# print(bot.get_TickerInfo(symbol))

# bot = tb.Bot(exchange='Gemini')
# symbol = 'btcusd' # for Gemini
# print(bot.get_TickerInfo(symbol))

# bot = tb.Bot(exchange='CoinbasePro')
# symbol = 'BTC-USD' # for CoinbasePro
# print(bot.get_TickerInfo(symbol))

# bot = tb.Bot(exchange='Bittrex')
# symbol = 'BTC-USD' # for Bittrex
# print(bot.get_TickerInfo(symbol))
currency_pair last lowest_ask highest_bid change_percentage base_volume quote_volume high_24h low_24h
0 BTC_USDT 23559.03 23559.03 23559.02 2.25 6148.612962762 144155966.35896 24173.5 22666

Practice: Get account info

# exchange = 'Kucoin'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())

# exchange = 'BinanceUS'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())

# exchange = 'Binance'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())

exchange = 'Kraken'
bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
print(bot.get_AccountInfo())

# exchange = 'Gate'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())

# exchange = 'Bittrex'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())

# exchange = 'CoinbasePro'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())

# exchange = 'Gemini'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_AccountInfo())
Balance
USDC 800100.0000
ZUSD 774984.4626
MATIC 42112.0000
DOT 5936.0000
UNI 5509.1800

Practice: Create an order

# #! Kraken
# bot = tb.Bot(api_keys = api_keys['Kraken'])
# commands = {
#     "public_params":{
#         "symbol": "BCHUSD",
#         "side":"buy",
#         "type":"limit",
#         "quantity": "1",
#         "price":"50",
#         "stopPrice":"",
#     },
#     "private_params":{
#     }
# }

# print(bot.bot_status())
# print(bot.switch_exchange('Kraken'))
# print(bot.bot_status())
# bot.new_Order(commands)

    
# #! Kucoin
# bot = tb.Bot('Kucoin', api_keys['Kucoin'])
# commands = {
#     "public_params":{
#         "symbol": "BTC-USDT",
#         "side":"buy",
#         "type":"limit",
#         "quantity": "0.001",
#         "price":"12000",
#         "stopPrice":"", 
#     },
#     "private_params":{
#         "cancelAfter":"",
#     }
# }
# print(bot.bot_status())
# bot.new_Order(commands)

# # ! Gate
# bot = tb.Bot('Gate', api_keys['Gate'])
# commands = {
#     "public_params":{
#         "symbol": "BTC_USDT",
#         "side":"buy",
#         "type":"limit",
#         "quantity": "0.001",
#         "price":"12000",
#         "stopPrice":"", # The Gate does not support stopPrice
#     },
#     "private_params":{
#     }
# }
# print(bot.bot_status())
# bot.new_Order(commands)


# #! Binance
# bot = tb.Bot('Binance', api_keys['Binance'])
# commands = {
#     "public_params":{
#         "symbol": "DOGEUSDT",
#         "side":"sell",
#         "type":"limit",
#         "quantity": "100",
#         "price":"0.1",
#         "stopPrice":"", 
#     },
#     "private_params":{
#         "timeInForce": "GTC",
#     }
# }
# bot.new_Order(commands)

# #! BinanceUS
# bot = tb.Bot('BinanceUS', api_keys['BinanceUS'])
# commands = {
#     "public_params":{
#         "symbol": "DOGEUSDT",
#         "side":"sell",
#         "type":"limit",
#         "quantity": "100",
#         "price":"0.1",
#         "stopPrice":"", 
#     },
#     "private_params":{
#         "timeInForce": "GTC",
#     }
# }
# bot.new_Order(commands)

# #!Bittrex

# bot = tb.Bot('Bittrex', api_keys['Bittrex'])
# commands = {
#     "public_params":{
#         "symbol": "1INCH-USDT",
#         "side":"BUY",
#         "type":"LIMIT",
#         "quantity": 10,
#         "price":1,
#         "stopPrice":"", 
#     },
#     "private_params":{
#         "timeInForce": "GOOD_TIL_CANCELLED",
#     }
# }
# bot.new_Order(commands)

# #! CoinbasePro
# bot = tb.Bot('CoinbasePro', api_keys['CoinbasePro'])

# commands = {
#     "public_params":{
#         "symbol": "ETH-USDT",
#         "side":"BUY",
#         "type":"LIMIT",
#         "quantity": 1200,
#         "price":1,
#         "stopPrice":"", 
#     },
#     "private_params":{
#         "timeInForce": "GTC",
#     }
# }
# bot.new_Order(commands)

# # ! Gemini
# bot = tb.Bot('Gemini', api_keys['Gemini'])
# commands = {
#     "public_params":{
#         "symbol": "btcusd",
#         "side":"buy",
#         "type":"exchange limit",
#         "quantity": '0.01',
#         "price":'20000',
#         "stopPrice":"", 
#     },
#     "private_params":{    
#     }
# }
# bot.new_Order(commands)

Practice: Get open orders info

# exchange = 'Kucoin'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())

# exchange = 'Gate'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())

exchange = 'Kraken'
bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
print(bot.get_OpenOrderInfo())

# exchange = 'Binance'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())

# exchange = 'BinanceUS'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())

# exchange = 'Bittrex'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())

# exchange = 'CoinbasePro'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())

# exchange = 'Gemini'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# print(bot.get_OpenOrderInfo())
OrderID stopprice limitprice misc oflags
0 ON6CLT-GDZYI-W7YOVV 0.00000 0.00000 fciq
1 OFLB7Q-YFAUF-U735F2 0.000000 0.000000 fciq
2 OMP2G7-FFWZO-GBJ4ZH 0.00000 0.00000 fciq
3 O5WQIS-2MQY7-ONDU4B 0.00000 0.00000 fciq
4 OFYZZ7-J3I42-KJJF2X 0.00000 0.00000 fciq

Practice: Cancel an order

exchange = 'Gate'
bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
orderid = '12345123'
print(bot.make_CancelOrder(orderid))

# exchange = 'Binance'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# symbol = 'BTCUSDT'
# print(bot.make_CancelOrder(orderid,symbol))

# exchange = 'BinanceUS'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# symbol = 'BTCUSDT'
# print(bot.make_CancelOrder(orderid,symbol))

# exchange = 'Kraken'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# print(bot.make_CancelOrder(orderid))

# exchange = 'Kucoin'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# print(bot.make_CancelOrder(orderid))

# exchange = 'CoinbasePro'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# print(bot.make_CancelOrder(orderid))

# exchange = 'Bittrex'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# print(bot.make_CancelOrder(orderid))

# exchange = 'Gemini'
# bot = tb.Bot(exchange=exchange, api_keys=api_keys[exchange])
# orderid = '12345123'
# print(bot.make_CancelOrder(orderid))

Order Cancelled:  {'label': 'ORDER_NOT_FOUND', 'message': 'not found order info id:12345123 count:0'}
True

Put them together and implement them!

Now, with the Trading Bot, we have the capabilities to do the followings:

  1. Obtain the price of BTC
  2. Monitor our account balance.
  3. Create and cancel the order.

Amazing! The remaining task is simple, code your trading logic as we did during the backtesting process:

  if we do not hold position: 
      if it is a buy signal: 
          we buy!!! --> Long position

      else it is a sell signal:
          we sell!!! --> Short position

  else if we hold the short position:

      we closed our short position

  else if we hold the long position:

      we closed our long position

To the Moon and Beyond!

Updated about 1 year ago