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84
api.py
84
api.py
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import asyncio, json
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from typing import Literal
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from fastapi import FastAPI
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from models import get_session, get_engine, Candle
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import pandas as pd, pandas_ta as ta
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session = get_session()
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app = FastAPI()
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def get_ticker_all(
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contract: str,
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target_interval: Literal['1m', '5m', '15m', '30m', '1h', '4h', '1d', '1w']
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):
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print(target_interval)
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"""
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10초 간격 캔들 데이터를 지정된 봉으로 리샘플링
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Args:
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df: 원본 10초 데이터 (index=ts, columns=open, high, low, close, volume)
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contract: 계약명 (필터링용)
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target_interval: 목표 봉 (예: '1m', '1h', '1d')
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Returns:
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pd.DataFrame: 리샘플링된 OHLCV 데이터
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"""
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results = session.query(Candle).filter(Candle.contract.like(f'%{contract}%')).all()
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df = pd.DataFrame([row.__dict__ for row in results])
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# 2. time 컬럼을 datetime으로 변환 (밀리초 -> 초 -> datetime)
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df['ts'] = pd.to_datetime(df['time'], unit='s') # or 's' if in seconds
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# 3. index로 설정
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df.set_index('ts', inplace=True)
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# 4. resample 주기 설정
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freq_map = {
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'1m': '1Min',
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'5m': '5Min',
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'15m': '15Min',
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'30m': '30Min',
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'1h': '1H',
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'4h': '4H',
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'1d': '1D',
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'1w': '1W'
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}
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if target_interval not in freq_map:
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raise ValueError(f"Unsupported interval: {target_interval}")
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freq = freq_map[target_interval]
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# 4. 리샘플링 (OHLCV)
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ohlc = df['close'].resample(freq).ohlc() # open, high, low, close
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volume = df['volume'].resample(freq).sum().rename('volume')
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# 5. 병합
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result = pd.concat([ohlc, volume], axis=1).dropna()
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# 6. ✅ index(datetime)를 'time' 컬럼으로 유닉스 밀리초 추가
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result['time'] = (result.index.astype('int64') // 1_000_000_000) # 나노초 → 밀리초 (int64)
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# 또는 밀리초 단위로 정확히:
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result['time'] = result.index.view('int64') // 1_000_000_000 # pd.Timestamp → 유닉스 ms
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# 7. (옵션) 'time'을 맨 앞으로 이동
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cols = ['time', 'open', 'high', 'low', 'close', 'volume']
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result = result[cols]
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result.tail(1)
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return result
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@app.get("/api/candle/{contract}/{time}")
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def get_candle(contract: str, time: str):
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results = get_ticker_all(contract, time)
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dict_row = pd.DataFrame(results).to_json(orient='table')
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# payload = json.dumps({"msg": dict_row}, default=str, ensure_ascii=False)
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return json.loads(dict_row)
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@app.get("/")
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async def test():
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return {"msg":"hello"}
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132
main.py
132
main.py
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import asyncio
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import json
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from dataclasses import asdict
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from typing import Literal
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import websockets
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from sqlalchemy.orm import Session
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from sqlalchemy import and_, or_, desc, asc
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from sqlalchemy.sql import text
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from models import get_session, get_engine, Candle
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import pandas as pd, pandas_ta as ta
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import asyncio, json, uvicorn, websockets, requests
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from collections import defaultdict
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from fastapi import FastAPI
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from models import get_session, Candle
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import gate_api
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from gate_ws import Configuration, Connection, WebSocketResponse
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from gate_ws.spot import SpotPublicTradeChannel
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from gate_ws.futures import FuturesPublicTradeChannel, FuturesCandlesticksChannel
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channels = defaultdict(set)
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session = get_session()
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app = FastAPI()
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def get_ticker(
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contract: str,
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target_interval: Literal['1m', '5m', '15m', '30m', '1h', '4h', '1d', '1w']
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):
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"""
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10초 간격 캔들 데이터를 지정된 봉으로 리샘플링
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Args:
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df: 원본 10초 데이터 (index=ts, columns=open, high, low, close, volume)
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contract: 계약명 (필터링용)
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target_interval: 목표 봉 (예: '1m', '1h', '1d')
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Returns:
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pd.DataFrame: 리샘플링된 OHLCV 데이터
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"""
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results = session.query(Candle).filter(Candle.contract.like(f'%{contract}%')).limit(1000).all()
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df = pd.DataFrame([row.__dict__ for row in results])
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# 2. time 컬럼을 datetime으로 변환 (밀리초 -> 초 -> datetime)
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df['ts'] = pd.to_datetime(df['time'], unit='s') # or 's' if in seconds
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# 3. index로 설정
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df.set_index('ts', inplace=True)
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# 4. resample 주기 설정
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freq_map = {
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'1m': '1Min',
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'5m': '5Min',
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'15m': '15Min',
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'30m': '30Min',
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'1h': '1H',
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'4h': '4H',
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'1d': '1D',
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'1w': '1W'
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}
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if target_interval not in freq_map:
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raise ValueError(f"Unsupported interval: {target_interval}")
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freq = freq_map[target_interval]
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# 4. 리샘플링 (OHLCV)
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ohlc = df['close'].resample(freq).ohlc() # open, high, low, close
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volume = df['volume'].resample(freq).sum().rename('volume')
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# 5. 병합
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result = pd.concat([ohlc, volume], axis=1).dropna()
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# 6. ✅ index(datetime)를 'time' 컬럼으로 유닉스 밀리초 추가
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result['time'] = (result.index.astype('int64') // 1_000_000_000) # 나노초 → 밀리초 (int64)
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# 또는 밀리초 단위로 정확히:
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result['time'] = result.index.view('int64') // 1_000_000_000 # pd.Timestamp → 유닉스 ms
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# 7. (옵션) 'time'을 맨 앞으로 이동
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cols = ['time', 'open', 'high', 'low', 'close', 'volume']
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results = result[cols]
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last = results.tail(1)
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return last
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gate_channels = set()
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async def handler(websocket):
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subscribed = set()
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async def consumer():
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@@ -92,10 +31,15 @@ async def handler(websocket):
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channels[ch].add(websocket)
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subscribed.add(ch)
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print(f"{websocket.remote_address} joined {ch}")
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if f'{ti}_{ch}' not in gate_channels :
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channel.subscribe([ti, ch])
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gate_channels.add(f'{ti}_{ch}')
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elif typ == "unsubscribe":
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channels[ch].discard(websocket)
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subscribed.discard(ch)
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channel.unsubscribe([ti, ch])
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print(f"{websocket.remote_address} left {ch}")
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except Exception as e:
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@@ -113,20 +57,48 @@ async def handler(websocket):
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for ch in subscribed:
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channels[ch].discard(websocket)
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async def broadcast_loop():
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"""1초마다 모든 채널에 tick 브로드캐스트"""
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while True:
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await asyncio.sleep(2)
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async def broadcast_loop(conn: Connection, resp: WebSocketResponse):
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for ch, subs in channels.items():
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if subs: # 구독자가 있을 때만
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ticker = get_ticker(ch, '1m')
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dict_row = pd.DataFrame(ticker).to_json(orient='table')
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payload = json.dumps({"channel": ch, "msg": dict_row}, default=str, ensure_ascii=False)
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result = resp.result[0]
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if result['n'] == f'{ti}_{ch}' :
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payload = json.dumps({"channel": ch, "msg": json.dumps(result)}, default=str, ensure_ascii=False)
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websockets.broadcast(subs, payload)
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async def main():
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async def gate_conn() :
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config = gate_api.Configuration(key='a086691c31868cd5c176a78896c0e977', secret='443ff6756cbc80c13afa50d2df1b8be97a0e89c7e4301c6cfd2088317eadb537')
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futures_conn = Connection(Configuration(app='futures', settle='usdt', test_net=False, api_key=config.key, api_secret=config.secret))
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return futures_conn
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async def socket_server() :
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futures_conn = await gate_conn()
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global channel
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channel = FuturesCandlesticksChannel(futures_conn, broadcast_loop)
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async with websockets.serve(handler, "0.0.0.0", 8765) :
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await broadcast_loop()
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await futures_conn.run()
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# channel.subscribe(["5m","ETH_USDT"])
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# channel.subscribe(["5m","SOL_USDT"])
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# channel.subscribe(["5m","XRP_USDT"])
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# channel.subscribe(["5m","LINK_USDT"])
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@app.get("/api/candle/{contract}/{ti}/{to}")
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def get_candle(contract: str, ti: str, to: str = None):
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url = f'https://fx-api.gateio.ws/api/v4/futures/usdt/candlesticks?contract={contract}&interval={ti}&to={to}&limit=1500'
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print(url)
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res = requests.get(url)
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return sorted(res.json(), key=lambda x: x['t'])
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async def main():
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config = uvicorn.Config(app=app, host="0.0.0.0", port=7010, lifespan="off", reload=True)
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server = uvicorn.Server(config)
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# 병렬로 소켓 서버와 FastAPI 실행
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await asyncio.gather(
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socket_server(), # 비동기 소켓 서버
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server.serve() # FastAPI 서버
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)
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if __name__ == "__main__":
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asyncio.run(main())
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