Add data module
Browse files- polymarket_bot/data.py +349 -0
polymarket_bot/data.py
ADDED
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@@ -0,0 +1,349 @@
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| 1 |
+
"""
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| 2 |
+
Module de donnΓ©es: rΓ©cupΓ©ration des marchΓ©s, carnets d'ordres, et WebSocket.
|
| 3 |
+
"""
|
| 4 |
+
import asyncio
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| 5 |
+
import json
|
| 6 |
+
import logging
|
| 7 |
+
import time
|
| 8 |
+
from dataclasses import dataclass, field
|
| 9 |
+
from typing import Optional
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| 10 |
+
|
| 11 |
+
import aiohttp
|
| 12 |
+
import requests
|
| 13 |
+
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| 14 |
+
from .config import GAMMA_API_URL, CLOB_API_URL, WS_URL
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| 15 |
+
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| 16 |
+
logger = logging.getLogger("polybot.data")
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| 17 |
+
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| 18 |
+
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| 19 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 20 |
+
# DATA MODELS
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| 21 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 22 |
+
@dataclass
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| 23 |
+
class Token:
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| 24 |
+
token_id: str
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| 25 |
+
outcome: str # "Yes" or "No"
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| 26 |
+
price: float = 0.0
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| 27 |
+
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| 28 |
+
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| 29 |
+
@dataclass
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| 30 |
+
class Market:
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| 31 |
+
market_id: str
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| 32 |
+
condition_id: str
|
| 33 |
+
question: str
|
| 34 |
+
tokens: list # [Token(YES), Token(NO)]
|
| 35 |
+
volume: float = 0.0
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| 36 |
+
active: bool = True
|
| 37 |
+
closed: bool = False
|
| 38 |
+
end_date: str = ""
|
| 39 |
+
tags: list = field(default_factory=list)
|
| 40 |
+
neg_risk: bool = False
|
| 41 |
+
neg_risk_market_id: str = ""
|
| 42 |
+
last_updated: float = 0.0
|
| 43 |
+
|
| 44 |
+
@property
|
| 45 |
+
def yes_token(self) -> Optional[Token]:
|
| 46 |
+
for t in self.tokens:
|
| 47 |
+
if t.outcome.lower() == "yes":
|
| 48 |
+
return t
|
| 49 |
+
return None
|
| 50 |
+
|
| 51 |
+
@property
|
| 52 |
+
def no_token(self) -> Optional[Token]:
|
| 53 |
+
for t in self.tokens:
|
| 54 |
+
if t.outcome.lower() == "no":
|
| 55 |
+
return t
|
| 56 |
+
return None
|
| 57 |
+
|
| 58 |
+
@property
|
| 59 |
+
def spread(self) -> float:
|
| 60 |
+
"""DiffΓ©rence entre YES+NO et 1.0. Positif = arbitrage long possible."""
|
| 61 |
+
yes = self.yes_token
|
| 62 |
+
no = self.no_token
|
| 63 |
+
if yes and no and yes.price > 0 and no.price > 0:
|
| 64 |
+
return 1.0 - (yes.price + no.price)
|
| 65 |
+
return 0.0
|
| 66 |
+
|
| 67 |
+
|
| 68 |
+
@dataclass
|
| 69 |
+
class OrderBookLevel:
|
| 70 |
+
price: float
|
| 71 |
+
size: float
|
| 72 |
+
|
| 73 |
+
|
| 74 |
+
@dataclass
|
| 75 |
+
class OrderBook:
|
| 76 |
+
token_id: str
|
| 77 |
+
bids: list # [OrderBookLevel]
|
| 78 |
+
asks: list # [OrderBookLevel]
|
| 79 |
+
timestamp: float = 0.0
|
| 80 |
+
|
| 81 |
+
@property
|
| 82 |
+
def best_bid(self) -> Optional[float]:
|
| 83 |
+
return self.bids[0].price if self.bids else None
|
| 84 |
+
|
| 85 |
+
@property
|
| 86 |
+
def best_ask(self) -> Optional[float]:
|
| 87 |
+
return self.asks[0].price if self.asks else None
|
| 88 |
+
|
| 89 |
+
@property
|
| 90 |
+
def mid_price(self) -> Optional[float]:
|
| 91 |
+
if self.best_bid is not None and self.best_ask is not None:
|
| 92 |
+
return (self.best_bid + self.best_ask) / 2
|
| 93 |
+
return None
|
| 94 |
+
|
| 95 |
+
@property
|
| 96 |
+
def total_bid_depth(self) -> float:
|
| 97 |
+
return sum(l.price * l.size for l in self.bids)
|
| 98 |
+
|
| 99 |
+
@property
|
| 100 |
+
def total_ask_depth(self) -> float:
|
| 101 |
+
return sum(l.price * l.size for l in self.asks)
|
| 102 |
+
|
| 103 |
+
|
| 104 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 105 |
+
# GAMMA API (Public Market Data)
|
| 106 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 107 |
+
class GammaClient:
|
| 108 |
+
"""Client pour l'API Gamma (donnΓ©es de marchΓ© publiques)."""
|
| 109 |
+
|
| 110 |
+
def __init__(self, base_url: str = GAMMA_API_URL):
|
| 111 |
+
self.base_url = base_url
|
| 112 |
+
self._session: Optional[aiohttp.ClientSession] = None
|
| 113 |
+
|
| 114 |
+
async def _get_session(self) -> aiohttp.ClientSession:
|
| 115 |
+
if self._session is None or self._session.closed:
|
| 116 |
+
self._session = aiohttp.ClientSession()
|
| 117 |
+
return self._session
|
| 118 |
+
|
| 119 |
+
async def close(self):
|
| 120 |
+
if self._session and not self._session.closed:
|
| 121 |
+
await self._session.close()
|
| 122 |
+
|
| 123 |
+
async def get_active_markets(self, limit: int = 100, offset: int = 0) -> list[dict]:
|
| 124 |
+
"""Récupère les marchés actifs depuis Gamma API."""
|
| 125 |
+
session = await self._get_session()
|
| 126 |
+
params = {
|
| 127 |
+
"active": "true",
|
| 128 |
+
"closed": "false",
|
| 129 |
+
"limit": limit,
|
| 130 |
+
"offset": offset,
|
| 131 |
+
}
|
| 132 |
+
try:
|
| 133 |
+
async with session.get(f"{self.base_url}/markets", params=params) as resp:
|
| 134 |
+
if resp.status == 200:
|
| 135 |
+
data = await resp.json()
|
| 136 |
+
return data if isinstance(data, list) else data.get("data", [])
|
| 137 |
+
else:
|
| 138 |
+
logger.error(f"Gamma API error: {resp.status}")
|
| 139 |
+
return []
|
| 140 |
+
except Exception as e:
|
| 141 |
+
logger.error(f"Gamma API request failed: {e}")
|
| 142 |
+
return []
|
| 143 |
+
|
| 144 |
+
async def get_all_active_markets(self, max_markets: int = 500) -> list[Market]:
|
| 145 |
+
"""Récupère tous les marchés actifs avec pagination."""
|
| 146 |
+
all_markets = []
|
| 147 |
+
offset = 0
|
| 148 |
+
batch_size = 100
|
| 149 |
+
|
| 150 |
+
while offset < max_markets:
|
| 151 |
+
raw = await self.get_active_markets(limit=batch_size, offset=offset)
|
| 152 |
+
if not raw:
|
| 153 |
+
break
|
| 154 |
+
|
| 155 |
+
for m in raw:
|
| 156 |
+
try:
|
| 157 |
+
tokens = []
|
| 158 |
+
# Parse outcome prices (can be JSON string or list)
|
| 159 |
+
outcome_prices_raw = m.get("outcomePrices", "[]")
|
| 160 |
+
if isinstance(outcome_prices_raw, str):
|
| 161 |
+
outcome_prices = json.loads(outcome_prices_raw)
|
| 162 |
+
else:
|
| 163 |
+
outcome_prices = outcome_prices_raw
|
| 164 |
+
|
| 165 |
+
# Parse outcomes (can be JSON string or list)
|
| 166 |
+
outcomes_raw = m.get("outcomes", "[]")
|
| 167 |
+
if isinstance(outcomes_raw, str):
|
| 168 |
+
outcomes = json.loads(outcomes_raw)
|
| 169 |
+
else:
|
| 170 |
+
outcomes = outcomes_raw
|
| 171 |
+
|
| 172 |
+
# Parse token IDs from clobTokenIds
|
| 173 |
+
clob_token_ids_raw = m.get("clobTokenIds", "[]")
|
| 174 |
+
if isinstance(clob_token_ids_raw, str):
|
| 175 |
+
clob_token_ids = json.loads(clob_token_ids_raw)
|
| 176 |
+
else:
|
| 177 |
+
clob_token_ids = clob_token_ids_raw
|
| 178 |
+
|
| 179 |
+
# Build tokens from outcomes + clobTokenIds + prices
|
| 180 |
+
if outcomes and clob_token_ids and outcome_prices:
|
| 181 |
+
for i in range(min(len(outcomes), len(clob_token_ids), len(outcome_prices))):
|
| 182 |
+
tokens.append(Token(
|
| 183 |
+
token_id=str(clob_token_ids[i]),
|
| 184 |
+
outcome=outcomes[i],
|
| 185 |
+
price=float(outcome_prices[i]),
|
| 186 |
+
))
|
| 187 |
+
|
| 188 |
+
market = Market(
|
| 189 |
+
market_id=m.get("id", ""),
|
| 190 |
+
condition_id=m.get("conditionId", ""),
|
| 191 |
+
question=m.get("question", ""),
|
| 192 |
+
tokens=tokens,
|
| 193 |
+
volume=float(m.get("volumeNum", m.get("volume", 0))),
|
| 194 |
+
active=m.get("active", True),
|
| 195 |
+
closed=m.get("closed", False),
|
| 196 |
+
end_date=m.get("endDate", ""),
|
| 197 |
+
tags=[t.get("label", t) if isinstance(t, dict) else str(t) for t in (m.get("events", [{}])[0].get("tags", []) if m.get("events") else [])],
|
| 198 |
+
neg_risk=m.get("negRisk", False),
|
| 199 |
+
neg_risk_market_id=m.get("negRiskRequestID", ""),
|
| 200 |
+
last_updated=time.time(),
|
| 201 |
+
)
|
| 202 |
+
all_markets.append(market)
|
| 203 |
+
except Exception as e:
|
| 204 |
+
logger.warning(f"Failed to parse market: {e}")
|
| 205 |
+
continue
|
| 206 |
+
|
| 207 |
+
offset += batch_size
|
| 208 |
+
if len(raw) < batch_size:
|
| 209 |
+
break
|
| 210 |
+
|
| 211 |
+
logger.info(f"Fetched {len(all_markets)} active markets from Gamma API")
|
| 212 |
+
return all_markets
|
| 213 |
+
|
| 214 |
+
async def get_events(self) -> list[dict]:
|
| 215 |
+
"""Récupère les événements (groupes de marchés)."""
|
| 216 |
+
session = await self._get_session()
|
| 217 |
+
try:
|
| 218 |
+
async with session.get(f"{self.base_url}/events", params={"active": "true"}) as resp:
|
| 219 |
+
if resp.status == 200:
|
| 220 |
+
return await resp.json()
|
| 221 |
+
return []
|
| 222 |
+
except Exception as e:
|
| 223 |
+
logger.error(f"Failed to get events: {e}")
|
| 224 |
+
return []
|
| 225 |
+
|
| 226 |
+
|
| 227 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 228 |
+
# CLOB API (Order Book Data)
|
| 229 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 230 |
+
class CLOBDataClient:
|
| 231 |
+
"""Client pour les donnΓ©es du CLOB (carnet d'ordres)."""
|
| 232 |
+
|
| 233 |
+
def __init__(self, base_url: str = CLOB_API_URL):
|
| 234 |
+
self.base_url = base_url
|
| 235 |
+
self._session: Optional[aiohttp.ClientSession] = None
|
| 236 |
+
|
| 237 |
+
async def _get_session(self) -> aiohttp.ClientSession:
|
| 238 |
+
if self._session is None or self._session.closed:
|
| 239 |
+
self._session = aiohttp.ClientSession()
|
| 240 |
+
return self._session
|
| 241 |
+
|
| 242 |
+
async def close(self):
|
| 243 |
+
if self._session and not self._session.closed:
|
| 244 |
+
await self._session.close()
|
| 245 |
+
|
| 246 |
+
async def get_order_book(self, token_id: str) -> Optional[OrderBook]:
|
| 247 |
+
"""Récupère le carnet d'ordres pour un token."""
|
| 248 |
+
session = await self._get_session()
|
| 249 |
+
try:
|
| 250 |
+
async with session.get(f"{self.base_url}/book", params={"token_id": token_id}) as resp:
|
| 251 |
+
if resp.status == 200:
|
| 252 |
+
data = await resp.json()
|
| 253 |
+
bids = [OrderBookLevel(float(b["price"]), float(b["size"]))
|
| 254 |
+
for b in data.get("bids", [])]
|
| 255 |
+
asks = [OrderBookLevel(float(a["price"]), float(a["size"]))
|
| 256 |
+
for a in data.get("asks", [])]
|
| 257 |
+
# Trier: bids dΓ©croissant, asks croissant
|
| 258 |
+
bids.sort(key=lambda x: x.price, reverse=True)
|
| 259 |
+
asks.sort(key=lambda x: x.price)
|
| 260 |
+
return OrderBook(token_id=token_id, bids=bids, asks=asks, timestamp=time.time())
|
| 261 |
+
else:
|
| 262 |
+
logger.warning(f"Order book fetch failed for {token_id}: {resp.status}")
|
| 263 |
+
return None
|
| 264 |
+
except Exception as e:
|
| 265 |
+
logger.error(f"Order book request failed: {e}")
|
| 266 |
+
return None
|
| 267 |
+
|
| 268 |
+
async def get_midpoint(self, token_id: str) -> Optional[float]:
|
| 269 |
+
"""Récupère le prix médian pour un token."""
|
| 270 |
+
session = await self._get_session()
|
| 271 |
+
try:
|
| 272 |
+
async with session.get(f"{self.base_url}/midpoint", params={"token_id": token_id}) as resp:
|
| 273 |
+
if resp.status == 200:
|
| 274 |
+
data = await resp.json()
|
| 275 |
+
return float(data.get("mid", 0))
|
| 276 |
+
return None
|
| 277 |
+
except Exception as e:
|
| 278 |
+
logger.error(f"Midpoint request failed: {e}")
|
| 279 |
+
return None
|
| 280 |
+
|
| 281 |
+
async def get_price(self, token_id: str, side: str = "BUY") -> Optional[float]:
|
| 282 |
+
"""Récupère le prix pour un côté (BUY/SELL)."""
|
| 283 |
+
session = await self._get_session()
|
| 284 |
+
try:
|
| 285 |
+
params = {"token_id": token_id, "side": side}
|
| 286 |
+
async with session.get(f"{self.base_url}/price", params=params) as resp:
|
| 287 |
+
if resp.status == 200:
|
| 288 |
+
data = await resp.json()
|
| 289 |
+
return float(data.get("price", 0))
|
| 290 |
+
return None
|
| 291 |
+
except Exception as e:
|
| 292 |
+
logger.error(f"Price request failed: {e}")
|
| 293 |
+
return None
|
| 294 |
+
|
| 295 |
+
|
| 296 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 297 |
+
# WEBSOCKET REAL-TIME FEED
|
| 298 |
+
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 299 |
+
class WebSocketFeed:
|
| 300 |
+
"""Flux WebSocket temps rΓ©el pour les carnets d'ordres."""
|
| 301 |
+
|
| 302 |
+
def __init__(self, url: str = WS_URL):
|
| 303 |
+
self.url = url
|
| 304 |
+
self._callbacks: dict = {} # token_id -> [callback]
|
| 305 |
+
self._running = False
|
| 306 |
+
self._ws = None
|
| 307 |
+
|
| 308 |
+
def subscribe(self, token_id: str, callback):
|
| 309 |
+
"""Enregistre un callback pour les mises Γ jour d'un token."""
|
| 310 |
+
if token_id not in self._callbacks:
|
| 311 |
+
self._callbacks[token_id] = []
|
| 312 |
+
self._callbacks[token_id].append(callback)
|
| 313 |
+
|
| 314 |
+
async def start(self, token_ids: list[str]):
|
| 315 |
+
"""DΓ©marre le flux WebSocket."""
|
| 316 |
+
import websockets
|
| 317 |
+
|
| 318 |
+
self._running = True
|
| 319 |
+
while self._running:
|
| 320 |
+
try:
|
| 321 |
+
async with websockets.connect(self.url) as ws:
|
| 322 |
+
self._ws = ws
|
| 323 |
+
# Subscribe to all markets
|
| 324 |
+
subscribe_msg = {
|
| 325 |
+
"auth": {},
|
| 326 |
+
"markets": [{"asset_id": tid, "type": "book"} for tid in token_ids]
|
| 327 |
+
}
|
| 328 |
+
await ws.send(json.dumps(subscribe_msg))
|
| 329 |
+
logger.info(f"WebSocket connected, subscribed to {len(token_ids)} tokens")
|
| 330 |
+
|
| 331 |
+
async for msg in ws:
|
| 332 |
+
try:
|
| 333 |
+
data = json.loads(msg)
|
| 334 |
+
asset_id = data.get("asset_id", "")
|
| 335 |
+
if asset_id in self._callbacks:
|
| 336 |
+
for cb in self._callbacks[asset_id]:
|
| 337 |
+
await cb(data)
|
| 338 |
+
except json.JSONDecodeError:
|
| 339 |
+
continue
|
| 340 |
+
|
| 341 |
+
except Exception as e:
|
| 342 |
+
logger.error(f"WebSocket error: {e}, reconnecting in 5s...")
|
| 343 |
+
await asyncio.sleep(5)
|
| 344 |
+
|
| 345 |
+
async def stop(self):
|
| 346 |
+
"""ArrΓͺte le flux WebSocket."""
|
| 347 |
+
self._running = False
|
| 348 |
+
if self._ws:
|
| 349 |
+
await self._ws.close()
|