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Copy pathorder_book.py
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211 lines (181 loc) · 8.48 KB
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from collections import deque
import threading
from sortedcontainers import SortedDict, SortedSet
from trade import Trade
"""
OrderBook Structure:
+--------------------------+
| OrderBook |
|--------------------------|
| symbol: "AAPL" |
| |
| buy_book: | sell_book:
| +--------------------+ | +--------------------+
| | SortedDict | | | SortedDict |
| | | | | |
| | Price Level 150 | | | Price Level 100 |
| | total_volume: 20 | | | total_volume: 30 |
| | orders: | | | orders: |
| | deque([ | | | deque([ |
| | Order ID 1 | | | Order ID 5 |
| | quantity: 10 | | | quantity: 15 |
| | Order ID 2 | | | Order ID 6 |
| | quantity: 10 | | | quantity: 10 |
| | ]) | | | ]) |
| +--------------------+ | +--------------------+
| | | |
| | | Price Level 110 |
| | | total_volume: 25 |
| | | orders: |
| | | deque([ |
| | | Order ID 8 |
| | | quantity: 25 |
| | | ]) |
+--------------------------+ +--------------------+
"""
class PriceLevel:
def __init__(self, limit_price):
self.limit_price = limit_price
self.total_volume = 0
self.orders = deque()
def append(self, order):
self.total_volume += order.quantity
self.orders.append(order)
def remove(self, deleting_order):
for i, order in enumerate(self.orders):
if order.order_id == deleting_order.order_id:
self.total_volume -= order.quantity
del self.orders[i]
break
class OrderBook:
def __init__(self, symbol):
self.buy_book = SortedDict(lambda x: -x)
self.sell_book = SortedDict()
self.lock = threading.Lock()
self.symbol = symbol
self.orders = {}
def add_order(self, order):
trades = []
with self.lock:
if order.order_id in self.orders:
raise Exception(f"Order ID {order.order_id} already exists in the system")
if order.order_type == "BUY":
trades = self._match_buy_order(order)
elif order.order_type == "SELL":
trades = self._match_sell_order(order)
self.orders[order.order_id] = order
return trades
def _match_buy_order(self, new_order):
trades = []
while self.sell_book and new_order.quantity > 0:
#Fetch the lowest selling price of the stock
lowest_selling_price, level = self.sell_book.peekitem(0)
if lowest_selling_price <= new_order.price:
sell_queue = level.orders
sell_order = sell_queue[0]
if sell_order.is_expired():
sell_queue.popleft()
continue
trade_quantity = min(sell_order.quantity, new_order.quantity)
sell_order.quantity -= trade_quantity
new_order.quantity -= trade_quantity
self.sell_book[lowest_selling_price].total_volume -= trade_quantity
new_trade = Trade(new_order, sell_order, trade_quantity, lowest_selling_price)
trades.append(new_trade)
if sell_order.quantity == 0:
sell_queue.popleft()
if len(sell_queue) == 0:
del self.sell_book[lowest_selling_price] # Delete the price level in case if there are no more orders
else:
break
if new_order.quantity > 0 and new_order.order_id not in self.orders:
self._add_to_book(new_order)
elif new_order.quantity == 0 and new_order.order_id in self.orders:
self._remove_from_book(new_order)
return trades
def _match_sell_order(self, new_order):
trades = []
while len(self.buy_book) > 0 and new_order.quantity > 0:
highest_buying_price, level = self.buy_book.peekitem(0)
if highest_buying_price >= new_order.price:
buy_queue = level.orders
buy_order = buy_queue[0]
if buy_order.is_expired():
buy_queue.popleft()
continue
trade_quantity = min(buy_order.quantity, new_order.quantity)
trade = Trade(buy_order, new_order, trade_quantity, highest_buying_price)
trades.append(trade)
# Adjust the order quantities after they are converted to trades
new_order.quantity -= trade_quantity
buy_order.quantity -= trade_quantity
self.buy_book[highest_buying_price].total_volume -= trade_quantity
if buy_order.quantity == 0:
buy_queue.popleft() # Remove the buy order from queue if its quantity is 0
if len(buy_queue) == 0:
del self.buy_book[highest_buying_price] # Remove the price level if there are no more orders in that level
else:
break
# Append the order to the book in case if its not fully executed
if new_order.quantity > 0 and new_order.order_id not in self.orders:
self._add_to_book(new_order)
if new_order.quantity == 0 and new_order.order_id in self.orders:
new_order.quantity = trade_quantity
self._remove_from_book(new_order)
return trades
def cancel_order(self, order_id):
with self.lock:
if order_id not in self.orders:
raise Exception(f"Order ID {order_id} not found")
order = self.orders[order_id]
if order.status == "CANCELLED":
return True
self._remove_from_book(self.orders[order_id])
return True
def _add_to_book(self, order):
if order.order_type == "BUY":
book = self.buy_book
else:
book = self.sell_book
if order.price not in book:
book[order.price] = PriceLevel(order.price)
book[order.price].append(order)
def _remove_from_book(self, order):
if order.order_type == "BUY":
book = self.buy_book
else:
book = self.sell_book
if order.price not in book:
raise Exception(f"Order id {order.order_id} not found for price level {order.price}")
book[order.price].remove(order)
if book[order.price].total_volume == 0:
del book[order.price]
def modify_order(self, order_id, order_type, price, quantity):
if order_id not in self.orders:
raise Exception(f"Order id {order_id} not found")
with self.lock:
order = self.orders[order_id]
order.quantity = quantity
if order.order_type != order_type or order.price != price:
self._remove_from_book(order)
order.order_type = order_type
order.price = price
self._add_to_book(order)
if order_type == "BUY":
self._match_buy_order(order)
else:
self._match_sell_order(order)
def get_order_status(self, order_id):
if order_id in self.orders:
return self.orders[order_id].status
raise Exception(f"Order id {order_id} not found")
def print(self):
print("--------------------------")
print(f"Buy orderbook for {self.symbol}:")
for price in self.buy_book:
print(f"Price: {price}, Total Volume:{self.buy_book[price].total_volume}")
print("")
print(f"Sell orderbook for {self.symbol}:")
for price in self.sell_book:
print(f"Price: {price}, Total Volume:{self.sell_book[price].total_volume}")
print("--------------------------")