okx_client.py 18 KB

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  1. import base64
  2. import hashlib
  3. import hmac
  4. import json
  5. from datetime import UTC, datetime
  6. from decimal import Decimal, InvalidOperation, ROUND_DOWN
  7. from math import isfinite
  8. from typing import TypeAlias
  9. from urllib.parse import urlencode
  10. from okx_codex_trader.config import Config
  11. from okx_codex_trader.models import Candle, InstrumentMeta, OrderResult, Position, TradeSignal
  12. OkxRow: TypeAlias = dict[str, object] | list[object]
  13. def _parse_finite_decimal(value: object) -> Decimal:
  14. if isinstance(value, bool):
  15. raise ValueError("contract sizing inputs are invalid")
  16. try:
  17. parsed = Decimal(str(value))
  18. except (InvalidOperation, TypeError, ValueError):
  19. raise ValueError("contract sizing inputs are invalid") from None
  20. if not parsed.is_finite():
  21. raise ValueError("contract sizing inputs are invalid")
  22. return parsed
  23. def _parse_finite_float(value: object) -> float:
  24. if isinstance(value, bool):
  25. raise ValueError("okx response payload is invalid")
  26. try:
  27. parsed = float(value)
  28. except (TypeError, ValueError):
  29. raise ValueError("okx response payload is invalid") from None
  30. if not isfinite(parsed):
  31. raise ValueError("okx response payload is invalid")
  32. return parsed
  33. def _parse_valid_leverage(value: object) -> int:
  34. if isinstance(value, bool) or not isinstance(value, int):
  35. raise ValueError("leverage is invalid")
  36. if value < 1 or value > 3:
  37. raise ValueError("leverage is invalid")
  38. return value
  39. def build_contract_size(notional: float, price: float, metadata: InstrumentMeta) -> float:
  40. notional_decimal = _parse_finite_decimal(notional)
  41. price_decimal = _parse_finite_decimal(price)
  42. ct_val_decimal = _parse_finite_decimal(metadata.ct_val)
  43. lot_size = _parse_finite_decimal(metadata.lot_sz)
  44. min_size = _parse_finite_decimal(metadata.min_sz)
  45. if notional_decimal <= 0 or price_decimal <= 0 or ct_val_decimal <= 0 or lot_size <= 0 or min_size <= 0:
  46. raise ValueError("contract sizing inputs are invalid")
  47. raw_size = notional_decimal / (price_decimal * ct_val_decimal)
  48. size = (raw_size / lot_size).to_integral_value(rounding=ROUND_DOWN) * lot_size
  49. if size < min_size:
  50. raise ValueError("contract size below minimum")
  51. return float(size)
  52. def _format_number(value: float) -> str:
  53. return format(Decimal(str(value)).normalize(), "f")
  54. def _okx_error_message(payload: dict[str, object]) -> str:
  55. parts = [str(payload.get("msg") or payload.get("code") or "okx api error")]
  56. data = payload.get("data")
  57. if isinstance(data, list):
  58. for item in data:
  59. if not isinstance(item, dict):
  60. continue
  61. code = item.get("sCode")
  62. msg = item.get("sMsg")
  63. if code or msg:
  64. parts.append(f"{code}: {msg}")
  65. return "; ".join(parts)
  66. class OkxClient:
  67. base_url = "https://www.okx.com"
  68. request_timeout = 10.0
  69. def __init__(self, config: Config | None = None, session=None):
  70. self.config = config
  71. if session is None:
  72. import requests
  73. session = requests.Session()
  74. self.session = session
  75. def _invalid_payload(self) -> ValueError:
  76. return ValueError("okx response payload is invalid")
  77. def _transport_error(self) -> ValueError:
  78. return ValueError("okx transport error")
  79. def _first_item(self, data: list[OkxRow]) -> dict[str, object]:
  80. if not data:
  81. raise self._invalid_payload()
  82. item = data[0]
  83. if not isinstance(item, dict):
  84. raise self._invalid_payload()
  85. return item
  86. @staticmethod
  87. def build_post_only_limit_order_body(
  88. *,
  89. symbol: str,
  90. action: str,
  91. price: object,
  92. size: object,
  93. client_order_id: str,
  94. ) -> dict[str, str]:
  95. if action not in {"long", "short"}:
  96. raise ValueError("action is invalid")
  97. return {
  98. "instId": symbol,
  99. "tdMode": "isolated",
  100. "side": "buy" if action == "long" else "sell",
  101. "posSide": action,
  102. "ordType": "post_only",
  103. "px": _format_number(price),
  104. "sz": _format_number(size),
  105. "clOrdId": client_order_id,
  106. }
  107. @staticmethod
  108. def build_entry_batch_order_body(
  109. *,
  110. symbol: str,
  111. action: str,
  112. reference_price: object,
  113. margin_usdt: object,
  114. leverage: object,
  115. metadata: InstrumentMeta,
  116. client_order_id_prefix: str,
  117. ) -> list[dict[str, str]]:
  118. reference_price_decimal = _parse_finite_decimal(reference_price)
  119. notional_per_order = _parse_finite_decimal(margin_usdt) * _parse_finite_decimal(leverage) / Decimal("3")
  120. bodies = []
  121. for index, offset in enumerate((Decimal("0.003"), Decimal("0.006"), Decimal("0.009")), start=1):
  122. multiplier = Decimal("1") - offset if action == "long" else Decimal("1") + offset
  123. price = reference_price_decimal * multiplier
  124. size = build_contract_size(notional_per_order, price, metadata)
  125. bodies.append(
  126. OkxClient.build_post_only_limit_order_body(
  127. symbol=symbol,
  128. action=action,
  129. price=price,
  130. size=size,
  131. client_order_id=f"{client_order_id_prefix}-{index}",
  132. )
  133. )
  134. return bodies
  135. @staticmethod
  136. def build_cancel_order_body(
  137. *,
  138. symbol: str,
  139. order_id: str | None = None,
  140. client_order_id: str | None = None,
  141. ) -> dict[str, str]:
  142. if bool(order_id) == bool(client_order_id):
  143. raise ValueError("exactly one order identifier is required")
  144. body = {"instId": symbol}
  145. if order_id:
  146. body["ordId"] = order_id
  147. if client_order_id:
  148. body["clOrdId"] = client_order_id
  149. return body
  150. @staticmethod
  151. def build_market_order_body(
  152. *,
  153. symbol: str,
  154. side: str,
  155. pos_side: str,
  156. size: object,
  157. client_order_id: str,
  158. reduce_only: bool,
  159. ) -> dict[str, str]:
  160. if side not in {"buy", "sell"}:
  161. raise ValueError("side is invalid")
  162. if pos_side not in {"long", "short"}:
  163. raise ValueError("pos_side is invalid")
  164. body = {
  165. "instId": symbol,
  166. "tdMode": "isolated",
  167. "side": side,
  168. "posSide": pos_side,
  169. "ordType": "market",
  170. "sz": _format_number(size),
  171. "clOrdId": client_order_id,
  172. }
  173. if reduce_only:
  174. body["reduceOnly"] = "true"
  175. return body
  176. @staticmethod
  177. def build_pending_orders_params(*, symbol: str) -> dict[str, str]:
  178. return {"instType": "SWAP", "instId": symbol}
  179. @staticmethod
  180. def build_fills_params(*, symbol: str) -> dict[str, str]:
  181. return {"instType": "SWAP", "instId": symbol}
  182. def _request(
  183. self,
  184. method: str,
  185. path: str,
  186. *,
  187. params: dict[str, object] | None = None,
  188. json_body: dict[str, object] | None = None,
  189. ) -> list[OkxRow]:
  190. timestamp = datetime.now(UTC).isoformat(timespec="milliseconds").replace("+00:00", "Z")
  191. query = urlencode(params or {})
  192. path_with_query = path if not query else f"{path}?{query}"
  193. body = "" if json_body is None else json.dumps(json_body, separators=(",", ":"))
  194. headers: dict[str, str] = {}
  195. if self.config is not None:
  196. signature = base64.b64encode(
  197. hmac.new(
  198. self.config.api_secret.encode(),
  199. f"{timestamp}{method.upper()}{path_with_query}{body}".encode(),
  200. hashlib.sha256,
  201. ).digest()
  202. ).decode()
  203. headers = {
  204. "OK-ACCESS-KEY": self.config.api_key,
  205. "OK-ACCESS-SIGN": signature,
  206. "OK-ACCESS-TIMESTAMP": timestamp,
  207. "OK-ACCESS-PASSPHRASE": self.config.api_passphrase,
  208. "x-simulated-trading": "1" if self.config.trading_env == "demo" else "0",
  209. }
  210. if json_body is not None:
  211. headers["Content-Type"] = "application/json"
  212. try:
  213. response = self.session.request(
  214. method.upper(),
  215. f"{self.base_url}{path}",
  216. headers=headers,
  217. params=params,
  218. data=body if json_body is not None else None,
  219. timeout=self.request_timeout,
  220. )
  221. except Exception:
  222. raise self._transport_error() from None
  223. try:
  224. payload = response.json()
  225. except Exception:
  226. raise self._invalid_payload() from None
  227. if not isinstance(payload, dict):
  228. raise self._invalid_payload()
  229. if getattr(response, "status_code", 200) >= 400:
  230. raise ValueError(str(payload.get("msg") or "okx http error"))
  231. if payload.get("code") != "0":
  232. raise ValueError(_okx_error_message(payload))
  233. data = payload.get("data")
  234. if not isinstance(data, list):
  235. raise self._invalid_payload()
  236. return data
  237. def get_candles(self, symbol: str, bar: str, limit: int) -> list[Candle]:
  238. remaining = limit
  239. after: int | None = None
  240. candles_by_ts: dict[int, Candle] = {}
  241. while remaining > 0:
  242. page_limit = min(remaining, 100)
  243. params: dict[str, object] = {"instId": symbol, "bar": bar, "limit": page_limit}
  244. if after is not None:
  245. params["after"] = after
  246. data = self._request("GET", "/api/v5/market/history-candles", params=params)
  247. try:
  248. page = []
  249. for entry in data:
  250. if str(entry[8]) != "1":
  251. continue
  252. page.append(
  253. Candle(
  254. symbol=symbol,
  255. ts=int(entry[0]),
  256. open=_parse_finite_float(entry[1]),
  257. high=_parse_finite_float(entry[2]),
  258. low=_parse_finite_float(entry[3]),
  259. close=_parse_finite_float(entry[4]),
  260. volume=_parse_finite_float(entry[5]),
  261. )
  262. )
  263. except (IndexError, KeyError, TypeError, ValueError):
  264. raise self._invalid_payload() from None
  265. if not page:
  266. break
  267. for candle in page:
  268. candles_by_ts[candle.ts] = candle
  269. remaining = limit - len(candles_by_ts)
  270. oldest_ts = min(candle.ts for candle in page)
  271. after = oldest_ts - 1
  272. if len(data) < page_limit:
  273. break
  274. return sorted(candles_by_ts.values(), key=lambda candle: candle.ts)[:limit]
  275. def get_instrument_meta(self, symbol: str) -> InstrumentMeta:
  276. data = self._request(
  277. "GET",
  278. "/api/v5/public/instruments",
  279. params={"instType": "SWAP", "instId": symbol},
  280. )
  281. instrument = self._first_item(data)
  282. try:
  283. if instrument.get("instId") != symbol or instrument.get("instType") != "SWAP":
  284. raise self._invalid_payload()
  285. return InstrumentMeta(
  286. ct_val=_parse_finite_float(instrument["ctVal"]),
  287. lot_sz=_parse_finite_float(instrument["lotSz"]),
  288. min_sz=_parse_finite_float(instrument["minSz"]),
  289. )
  290. except (KeyError, TypeError, ValueError):
  291. raise self._invalid_payload() from None
  292. def get_last_price(self, symbol: str) -> float:
  293. data = self._request("GET", "/api/v5/market/ticker", params={"instId": symbol})
  294. ticker = self._first_item(data)
  295. try:
  296. if ticker.get("instId") != symbol:
  297. raise self._invalid_payload()
  298. return _parse_finite_float(ticker["last"])
  299. except (KeyError, TypeError, ValueError):
  300. raise self._invalid_payload() from None
  301. def ensure_hedge_mode(self) -> None:
  302. data = self._request("GET", "/api/v5/account/config")
  303. config = self._first_item(data)
  304. pos_mode = config.get("posMode")
  305. if not isinstance(pos_mode, str):
  306. raise self._invalid_payload()
  307. if pos_mode != "long_short_mode":
  308. raise ValueError("hedge mode is required")
  309. def set_leverage(self, symbol: str, leverage: int, pos_side: str) -> None:
  310. if not symbol.endswith("-SWAP"):
  311. raise ValueError("swap instrument is required")
  312. leverage = _parse_valid_leverage(leverage)
  313. if pos_side not in {"long", "short"}:
  314. raise ValueError("pos_side is invalid")
  315. self._request(
  316. "POST",
  317. "/api/v5/account/set-leverage",
  318. json_body={
  319. "instId": symbol,
  320. "lever": str(leverage),
  321. "mgnMode": "isolated",
  322. "posSide": pos_side,
  323. },
  324. )
  325. def get_account_balance(self, currency: str = "USDT") -> dict[str, float]:
  326. data = self._request("GET", "/api/v5/account/balance", params={"ccy": currency})
  327. account = self._first_item(data)
  328. details = account.get("details")
  329. if not isinstance(details, list):
  330. raise self._invalid_payload()
  331. for detail in details:
  332. if not isinstance(detail, dict):
  333. raise self._invalid_payload()
  334. if detail.get("ccy") != currency:
  335. continue
  336. return {
  337. "total_equity_usd": _parse_finite_float(account["totalEq"]),
  338. "equity": _parse_finite_float(detail["eq"]),
  339. "available_equity": _parse_finite_float(detail["availEq"]),
  340. "cash_balance": _parse_finite_float(detail["cashBal"]),
  341. }
  342. return {
  343. "total_equity_usd": _parse_finite_float(account["totalEq"]),
  344. "equity": 0.0,
  345. "available_equity": 0.0,
  346. "cash_balance": 0.0,
  347. }
  348. def place_order(self, symbol: str, signal: TradeSignal, margin_usdt: float) -> OrderResult:
  349. if signal.action == "flat":
  350. return OrderResult(
  351. status="noop",
  352. order_id=None,
  353. symbol=symbol,
  354. side=None,
  355. pos_side=None,
  356. order_type=None,
  357. size=None,
  358. )
  359. if signal.action not in {"long", "short"}:
  360. raise ValueError("action is invalid")
  361. if not symbol.endswith("-SWAP"):
  362. raise ValueError("swap instrument is required")
  363. leverage = _parse_valid_leverage(signal.leverage)
  364. try:
  365. margin_value = _parse_finite_float(margin_usdt)
  366. margin_decimal = _parse_finite_decimal(margin_usdt)
  367. except ValueError:
  368. raise ValueError("margin_usdt is invalid") from None
  369. if margin_value <= 0:
  370. raise ValueError("margin_usdt is invalid")
  371. self.ensure_hedge_mode()
  372. metadata = self.get_instrument_meta(symbol)
  373. price = signal.entry_price if signal.entry_price is not None else self.get_last_price(symbol)
  374. side = "buy" if signal.action == "long" else "sell"
  375. pos_side = "long" if signal.action == "long" else "short"
  376. size = build_contract_size(margin_decimal * leverage, price, metadata)
  377. self.set_leverage(symbol, leverage, pos_side)
  378. order_type = "market" if signal.entry_price is None else "limit"
  379. request_body = {
  380. "instId": symbol,
  381. "tdMode": "isolated",
  382. "side": side,
  383. "posSide": pos_side,
  384. "ordType": order_type,
  385. "sz": _format_number(size),
  386. }
  387. if signal.entry_price is not None:
  388. request_body["px"] = _format_number(signal.entry_price)
  389. data = self._request("POST", "/api/v5/trade/order", json_body=request_body)
  390. order = self._first_item(data)
  391. order_id = str(order.get("ordId") or "")
  392. if not order_id:
  393. raise self._invalid_payload()
  394. return OrderResult(
  395. status="placed",
  396. order_id=order_id,
  397. symbol=symbol,
  398. side=side,
  399. pos_side=pos_side,
  400. order_type=order_type,
  401. size=size,
  402. )
  403. def submit_market_order_body(self, body: dict[str, str]) -> OrderResult:
  404. required = {"instId", "side", "posSide", "ordType", "sz", "clOrdId"}
  405. if any(not body.get(key) for key in required) or body.get("ordType") != "market":
  406. raise ValueError("market order body is invalid")
  407. _parse_finite_float(body.get("sz"))
  408. data = self._request("POST", "/api/v5/trade/order", json_body=body)
  409. order = self._first_item(data)
  410. order_id = str(order.get("ordId") or "")
  411. if not order_id:
  412. raise self._invalid_payload()
  413. return OrderResult(
  414. status="placed",
  415. order_id=order_id,
  416. symbol=body.get("instId"),
  417. side=body.get("side"),
  418. pos_side=body.get("posSide"),
  419. order_type=body.get("ordType"),
  420. size=_parse_finite_float(body.get("sz")),
  421. )
  422. def get_positions(self, symbol: str) -> list[Position]:
  423. requested_symbol = symbol
  424. data = self._request("GET", "/api/v5/account/positions", params={"instId": requested_symbol})
  425. if not data:
  426. return []
  427. try:
  428. positions = []
  429. for entry in data:
  430. size = _parse_finite_float(entry["pos"])
  431. if size == 0.0:
  432. continue
  433. symbol = entry["instId"]
  434. pos_side = entry["posSide"]
  435. if not isinstance(symbol, str) or not isinstance(pos_side, str):
  436. raise self._invalid_payload()
  437. if symbol != requested_symbol:
  438. raise self._invalid_payload()
  439. if pos_side not in {"long", "short"}:
  440. raise self._invalid_payload()
  441. positions.append(
  442. Position(
  443. symbol=symbol,
  444. pos_side=pos_side,
  445. size=size,
  446. avg_price=_parse_finite_float(entry["avgPx"]),
  447. )
  448. )
  449. return positions
  450. except (KeyError, TypeError, ValueError):
  451. raise self._invalid_payload() from None