trading_bot.py 3.2 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101
  1. import random
  2. from datetime import timedelta, datetime
  3. from math import log2, ceil
  4. import model
  5. order_expiry = 43200
  6. def place_order(ownable_id):
  7. cheapest_buy_order, best_sell_order = model.abs_spread(ownable_id)
  8. if cheapest_buy_order is None or best_sell_order is None:
  9. return
  10. investors_id = model.bank_id()
  11. orders = model.get_ownable_orders(investors_id, ownable_id)
  12. orders = [random.choice(orders) for _ in range(int(ceil(log2(len(orders)))))]
  13. amounts = [order[3] for order in orders]
  14. amount = sum(amounts) / len(amounts)
  15. expiry = datetime.strptime(model.current_db_time(), '%Y-%m-%d %H:%M:%S') + timedelta(minutes=order_expiry)
  16. model.place_order(buy=bool(random.getrandbits(1)),
  17. ownership_id=model.get_ownership_id(ownable_id, investors_id),
  18. limit=random.uniform(cheapest_buy_order, best_sell_order),
  19. stop_loss=False,
  20. amount=amount,
  21. expiry=expiry)
  22. def main(): # TODO testen
  23. """the initial part of the trading bot algorithm"""
  24. if model.get_user_orders(model.bank_id()):
  25. raise AssertionError('The trading bot already has some orders.')
  26. if input('Are you sure you want to place the initial orders? (type in "yes" or something else):') == 'yes':
  27. for ownable_id in model.ownable_ids():
  28. if ownable_id != model.currency_id():
  29. place_order(ownable_id)
  30. else:
  31. print('Not placing orders.')
  32. model.cleanup()
  33. if __name__ == '__main__':
  34. main()
  35. def notify_expired_orders(orders):
  36. for order in orders:
  37. # order_id = order[0]
  38. ownership_id = order[1]
  39. # check if that was one of the bots orders
  40. bank_ownership_id = model.get_ownership_id(ownership_id, model.bank_id())
  41. if ownership_id != bank_ownership_id:
  42. continue
  43. # create a new order
  44. ownable_id = model.ownable_id_by_ownership_id(ownership_id)
  45. place_order(ownable_id)
  46. def notify_order_traded(ownable_id):
  47. """
  48. Called after a trade has been done and now the auctions are finished.
  49. :param ownable_id: the ownable that was traded
  50. :return: True iff a new order was placed
  51. """
  52. model.connect()
  53. if ownable_id == model.currency_id():
  54. return False
  55. ownership_id = model.get_ownership_id(ownable_id, model.bank_id())
  56. model.cursor.execute('''
  57. SELECT rowid, amount, expiry
  58. FROM orders
  59. WHERE ownership_id = ?
  60. -- no need for ORDER since the bot should have only one order
  61. -- ORDER BY rowid DESC -- equivalent to ordering by time created
  62. LIMIT 1
  63. ''', (ownership_id,))
  64. my_last_order = model.cursor.fechtone()
  65. last_order_id = my_last_order[0]
  66. last_amount = my_last_order[1]
  67. expiry = my_last_order[2]
  68. dt_order_placed = datetime.strptime(expiry, '%Y-%m-%d %H:%M:%S') - timedelta(minutes=order_expiry)
  69. model.cursor.execute('''
  70. SELECT 2 * SUM(amount) >= ?
  71. FROM transactions
  72. WHERE ownable_id = ?
  73. AND dt >= ?
  74. ''', (last_amount, ownable_id, dt_order_placed))
  75. if model.cursor.fechtone()[0]:
  76. model.delete_order(last_order_id)
  77. place_order(ownable_id)
  78. return True
  79. return False