301 lines
17 KiB
Python
301 lines
17 KiB
Python
import asyncio
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import json
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import logging
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import socket
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import traceback
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from datetime import datetime
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from typing import AsyncContextManager
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import numpy as np
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import pandas as pd
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import requests.packages.urllib3.util.connection as urllib3_cn # type: ignore
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from sqlalchemy import text
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import websockets
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from sqlalchemy.ext.asyncio import create_async_engine
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import valkey
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import os
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from dotenv import load_dotenv
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import modules.aster_auth as aster_auth
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import modules.aster_db as aster_db
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import modules.db as db
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### Allow only ipv4 ###
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def allowed_gai_family():
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return socket.AF_INET
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urllib3_cn.allowed_gai_family = allowed_gai_family
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### Database ###
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USE_DB: bool = True
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USE_VK: bool = True
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VK_ORDERS_TRADES = 'fr_aster_user_orders'
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VK_MARGIN_CALLS = 'fr_aster_user_margin_calls'
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VK_BALANCES = 'fr_aster_user_balances'
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VK_POSITIONS = 'fr_aster_user_positions'
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CON: AsyncContextManager | None = None
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VAL_KEY = None
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### Logging ###
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load_dotenv()
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LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Aster_User.log'
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### CONSTANTS ###
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WSS_URL = "wss://fstream.asterdex.com/ws/"
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LOCAL_RECENT_UPDATES_LOOKBACK_SEC = 30
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### Globals ###
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LISTEN_KEY: str | None = None
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LISTEN_KEY_LAST_UPDATE_TS_S: int = 0
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LISTEN_KEY_PUT_INTERVAL_SEC = 1800
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LOCAL_RECENT_ORDERS: list = []
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LOCAL_RECENT_MARGIN_CALLS: list = []
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LOCAL_RECENT_BALANCES: list = []
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LOCAL_RECENT_POSITIONS: list = []
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def upsert_list_of_dicts_by_id(list_of_dicts, new_dict, id='id'):
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for index, item in enumerate(list_of_dicts):
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if item.get(id) == new_dict.get(id):
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list_of_dicts[index] = new_dict
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return list_of_dicts
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list_of_dicts.append(new_dict)
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return list_of_dicts
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def get_new_listen_key() -> str:
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global LISTEN_KEY_LAST_UPDATE_TS_S
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listen_key_request = {
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"url": "/fapi/v3/listenKey",
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"method": "POST",
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"params": {}
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}
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r = aster_auth.post_authenticated_url(listen_key_request)
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listen_key = r.get('listenKey', None)
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print(f'LISTEN KEY: {listen_key}')
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if listen_key is not None:
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LISTEN_KEY_LAST_UPDATE_TS_S = round(datetime.now().timestamp())
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return listen_key
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else:
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raise ValueError(f'Listen Key is None; Failed to Update. response: {r}')
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async def listen_key_interval():
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global LISTEN_KEY
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while True:
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await asyncio.sleep(LISTEN_KEY_PUT_INTERVAL_SEC)
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LISTEN_KEY = get_new_listen_key()
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### Websocket ###
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async def ws_stream():
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global LISTEN_KEY
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global LOCAL_RECENT_ORDERS
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global LOCAL_RECENT_MARGIN_CALLS
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global LOCAL_RECENT_BALANCES
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global LOCAL_RECENT_POSITIONS
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LISTEN_KEY = get_new_listen_key()
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async for websocket in websockets.connect(WSS_URL+LISTEN_KEY):
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logging.info(f"Connected to {WSS_URL}")
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asyncio.create_task(listen_key_interval())
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try:
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async for message in websocket:
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ts_arrival = round(datetime.now().timestamp()*1000)
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if isinstance(message, str):
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try:
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data = json.loads(message)
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channel = data.get('e', None)
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if channel is not None:
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LOOKBACK_MIN_TS_MS = ts_arrival - (LOCAL_RECENT_UPDATES_LOOKBACK_SEC*1000)
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match channel:
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case 'ORDER_TRADE_UPDATE':
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logging.info(f'ORDER_TRADE_UPDATE: {data}')
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new_order_update = {
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'timestamp_arrival': ts_arrival,
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'timestamp_msg': data['E'],
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'timestamp_transaction': data['T'],
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'symbol': data['o']["s"], # "BTCUSDT", // Symbol
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'client_order_id': data['o']["c"], # "TEST", // Client Order Id
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'side': data['o']["S"], # "SELL", // Side
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'order_type': data['o']["o"], # "TRAILING_STOP_MARKET", // Order Type
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'time_in_force': data['o']["f"], # "GTC", // Time in Force
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'original_qty': float(data['o']["q"]), # "0.001", // Original Quantity
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'original_price': float(data['o']["p"]), # "0", // Original Price
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'avg_price': float(data['o']["ap"]), # :"0", // Average Price
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'stop_price': float(data['o'].get("sp", 0)), # :"7103.04", // Stop Price. Please ignore with TRAILING_STOP_MARKET order
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'execution_type': data['o']["x"], # "NEW", // Execution Type
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'order_status': data['o']["X"], # "NEW", // Order Status
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'order_id': data['o']["i"], # 8886774, // Order Id
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'last_filled_qty': float(data['o']["l"]), # "0", // Order Last Filled Quantity
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'filled_accumulated_qty': float(data['o']["z"]), # "0", // Order Filled Accumulated Quantity
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'last_filled_price': float(data['o']["L"]), # "0", // Last Filled Price
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'commission_asset': data['o'].get("N", None), # "USDT", // Commission Asset, will not push if no commission
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'commission': float(data['o'].get("n",0)), # "0", // Commission, will not push if no commission
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'order_trade_time_ts': data['o']["T"], # 1568879465651, // Order Trade Time
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'trade_id': data['o']["t"], # 0, // Trade Id
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'bid_notional': float(data['o']["b"]), # "0", // Bids Notional
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'ask_notional': float(data['o']["a"]), # "9.91", // Ask Notional
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'trade_is_maker': data['o']["m"], # false, // Is this trade the maker side?
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'trade_is_reduce_only': data['o']["R"], # false, // Is this reduce only
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'stop_px_working_type': data['o']["wt"], # :"CONTRACT_PRICE", // Stop Price Working Type
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'original_order_type': data['o']["ot"], # :"TRAILING_STOP_MARKET", // Original Order Type
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'position_side': data['o']["ps"], # :"LONG", // Position Side
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'pushed_w_conditional_order': bool(data['o'].get("cp", False)), # :false, // If Close-All, pushed with conditional order
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'activation_price': float(data['o'].get("AP", 0)), # :"7476.89", // Activation Price, only puhed with TRAILING_STOP_MARKET order
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'callback_rate': float(data['o'].get("cr", 0)), # :"5.0", // Callback Rate, only puhed with TRAILING_STOP_MARKET order
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'realized_profit': float(data['o']["rp"]), # :"0" // Realized Profit of the trade
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}
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LOCAL_RECENT_ORDERS = upsert_list_of_dicts_by_id(LOCAL_RECENT_ORDERS, new_order_update, id='client_order_id')
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LOCAL_RECENT_ORDERS = [t for t in LOCAL_RECENT_ORDERS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
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VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_ORDERS)
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VAL_KEY.set(VK_ORDERS_TRADES, VAL_KEY_OBJ)
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await db.insert_df_to_mysql(table_name='fr_aster_user_order_trade', params=new_order_update, CON=CON)
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continue
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case 'MARGIN_CALL':
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logging.info(f'MARGIN_CALL: {data}')
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list_for_df = []
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for p in list(data['p']):
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margin_call_update = {
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'timestamp_arrival': ts_arrival,
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'timestamp_msg': data['E'],
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'cross_wallet_balance': float(data.get('cw', 0)),
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'symbol': p["s"], # "ETHUSDT", // Symbol
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'position_side': p["ps"], # :"LONG", // Position Side
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'position_amount': float(p["pa"]), # :"1.327", // Position Amount
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'margin_type': p["mt"], # :"CROSSED", // Margin Type
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'isolated_wallet': float(p.get("iw", 0)), # :"0", // Isolated Wallet (if isolated position)
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'mark_price': float(p["mp"]), # :"187.17127", // Mark Price
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'unrealized_pnl': float(p["up"]), # :"-1.166074", // Unrealized PnL
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'maint_margin_required': float(p["mm"]), # :"1.614445" // Maintenance Margin Required
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}
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list_for_df.append(margin_call_update)
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LOCAL_RECENT_MARGIN_CALLS = upsert_list_of_dicts_by_id(LOCAL_RECENT_MARGIN_CALLS, margin_call_update, id='symbol')
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LOCAL_RECENT_MARGIN_CALLS = [t for t in LOCAL_RECENT_MARGIN_CALLS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
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VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_MARGIN_CALLS)
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VAL_KEY.set(VK_MARGIN_CALLS, VAL_KEY_OBJ)
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await db.insert_df_to_mysql(table_name='fr_aster_user_margin', params=list_for_df, CON=CON)
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continue
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case 'ACCOUNT_UPDATE':
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logging.info(f'ACCOUNT_UPDATE: {data}')
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list_for_df_bal = []
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list_for_df_pos = []
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### Balance Updates ###
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if len(list(data['a']['B'])) > 0:
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for b in list(data['a']['B']):
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balance_update = {
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'timestamp_arrival': ts_arrival,
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'timestamp_msg': data['E'],
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'timestamp_transaction': data['T'],
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'event_reason_type': data['a']["m"],
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'asset': b['a'],
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'wallet_balance': float(b['wb']),
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'cross_wallet_balance': float(b.get('cw', 0)),
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'balance_change_excl_pnl_comms': float(b['bc']),
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}
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list_for_df_bal.append(balance_update)
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LOCAL_RECENT_BALANCES = upsert_list_of_dicts_by_id(LOCAL_RECENT_BALANCES, balance_update, id='asset')
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LOCAL_RECENT_BALANCES = [t for t in LOCAL_RECENT_BALANCES if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
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VAL_KEY.set(VK_BALANCES, json.dumps(LOCAL_RECENT_BALANCES))
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### Position Updates ###
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if len(list(data['a']['P'])) > 0:
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for p in list(data['a']['P']):
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position_update = {
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'timestamp_arrival': ts_arrival,
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'timestamp_msg': data['E'],
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'timestamp_transaction': data['T'],
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'event_reason_type': data['a']["m"],
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'symbol': p['s'],
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'position_amount': float(p['pa']),
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'entry_price': float(p['ep']),
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'accumulated_realized_pre_fees': float(p['cr']),
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'unrealized_pnl': float(p['up']),
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'margin_type': p['mt'],
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'isolated_wallet': float(p.get('iw', 0)),
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'position_side': p['ps'],
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}
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list_for_df_pos.append(position_update)
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LOCAL_RECENT_POSITIONS = upsert_list_of_dicts_by_id(LOCAL_RECENT_POSITIONS, position_update, id='symbol')
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LOCAL_RECENT_POSITIONS = [t for t in LOCAL_RECENT_POSITIONS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
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VAL_KEY.set(VK_POSITIONS, json.dumps(LOCAL_RECENT_POSITIONS))
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if balance_update:
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await db.insert_df_to_mysql(table_name='fr_aster_user_account_bal', params=list_for_df_bal, CON=CON)
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if position_update:
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await db.insert_df_to_mysql(table_name='fr_aster_user_account_pos', params=list_for_df_bal, CON=CON)
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continue
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case 'listenKeyExpired':
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raise('Listen Key Has Expired; Failed to Update Properly. Restarting.')
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case _:
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logging.warning(f'UNMATCHED OTHER MSG: {data}')
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else:
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logging.info(f'Initial or unexpected data struct, skipping: {data}')
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continue
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except (json.JSONDecodeError, ValueError):
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logging.warning(f'Message not in JSON format, skipping: {message}')
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continue
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else:
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raise ValueError(f'Type: {type(data)} not expected: {message}')
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except websockets.ConnectionClosed as e:
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logging.error(f'Connection closed: {e}')
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logging.error(traceback.format_exc())
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continue
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except Exception as e:
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logging.error(f'Connection closed: {e}')
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logging.error(traceback.format_exc())
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async def main():
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global VAL_KEY
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global CON
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if USE_VK:
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VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0)
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else:
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VAL_KEY = None
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logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")
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if USE_DB:
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engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
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async with engine.connect() as CON:
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await aster_db.create_fr_aster_user_order_trade_table(CON=CON)
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await aster_db.create_fr_aster_user_margin_table(CON=CON)
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await aster_db.create_fr_aster_user_account_bal(CON=CON)
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await aster_db.create_fr_aster_user_account_pos(CON=CON)
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await ws_stream()
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else:
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CON = None
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logging.warning("DATABASE NOT BEING USED, NO DATA WILL BE RECORDED")
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await ws_stream()
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if __name__ == '__main__':
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START_TIME = round(datetime.now().timestamp()*1000)
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logging.info(f'Log FilePath: {LOG_FILEPATH}')
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logging.basicConfig(
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force=True,
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filename=LOG_FILEPATH,
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level=logging.INFO,
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format='%(asctime)s - %(levelname)s - %(message)s',
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filemode='w'
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)
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logging.info(f"STARTED: {START_TIME}")
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try:
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asyncio.run(main())
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except KeyboardInterrupt:
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logging.info("Stream stopped") |