Add script for streaming market depth data from IQFeed
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c0646ed021
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market_depth.py
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88
market_depth.py
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import socket
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import time
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import atexit
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class IQFeedMarketDepthProcessor:
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def __init__(self, host = '127.0.0.1', port = 9200, symbol = ''):
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self.host = host
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self.port = port
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self.symbol = symbol
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self.price_levels = {} # Dictionary to store price level to total depth mapping
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self.socket = None
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def connect(self):
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self.socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
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self.socket.connect((self.host, self.port))
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# Register a cleanup function to be called when the script is exiting
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atexit.register(self.cleanup)
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def send_command(self, command):
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if self.socket is not None:
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# Commands to the IQFeed server are issued in uppercase and
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# must be terminated with a carriage return and line feed.
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print('Sending command', command)
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self.socket.sendall((command + '\r\n').encode())
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def process_market_depth_message(self, message):
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fields = message.split(',')
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# Check if the message is a Price Level Summary or Price Level Update message
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if fields[0] in ['7', '8']:
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print('Processing message', message)
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symbol = fields[1]
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side = fields[2]
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price = float(fields[3])
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level_size = int(fields[4])
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# order_count = int(fields[5])
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# The key for price_levels dictionary is a tuple of symbol, side, and price
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key = (symbol, side, price)
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self.price_levels[key] = level_size
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def process_messages(self):
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if self.socket is not None:
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data = ''
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while True:
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try:
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# Receive data from the socket
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data += self.socket.recv(4096).decode('utf-8')
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messages = data.split('\n')
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# If data ends in a newline, the last message is complete; otherwise, hold it for next time
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if data[-1] == '\n':
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data = ''
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else:
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data = messages.pop()
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# Process each complete message
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for message in messages:
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print(message)
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if not message:
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continue
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if 'S,SERVER CONNECTED' in message:
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processor.send_command(f'S,SET PROTOCOL,6.2')
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processor.send_command(f'WPL,{self.symbol},10')
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continue
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self.process_market_depth_message(message.strip())
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except socket.error as e:
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print(f'Socket error: {e}')
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time.sleep(5) # Wait and try again
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except Exception as e:
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print(f'Unexpected error: {e}')
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time.sleep(5) # Wait and try again
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def cleanup(self):
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# Send the 'RPL' command to stop receiving updates
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self.send_command(f'RPL,{self.symbol}')
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# Close the socket
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if self.socket is not None:
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self.socket.close()
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if __name__ == '__main__':
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processor = IQFeedMarketDepthProcessor(symbol = '@NQM24')
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processor.connect()
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processor.process_messages()
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