okx_client.py 19 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. stop_loss_trigger_price: object | None = None,
  160. ) -> dict[str, str]:
  161. if side not in {"buy", "sell"}:
  162. raise ValueError("side is invalid")
  163. if pos_side not in {"long", "short"}:
  164. raise ValueError("pos_side is invalid")
  165. body = {
  166. "instId": symbol,
  167. "tdMode": "isolated",
  168. "side": side,
  169. "posSide": pos_side,
  170. "ordType": "market",
  171. "sz": _format_number(size),
  172. "clOrdId": client_order_id,
  173. }
  174. if reduce_only:
  175. body["reduceOnly"] = "true"
  176. if stop_loss_trigger_price is not None:
  177. if reduce_only:
  178. raise ValueError("stop loss is invalid for reduce-only orders")
  179. body["attachAlgoOrds"] = [
  180. {
  181. "slTriggerPx": _format_number(stop_loss_trigger_price),
  182. "slOrdPx": "-1",
  183. }
  184. ]
  185. return body
  186. @staticmethod
  187. def build_pending_orders_params(*, symbol: str) -> dict[str, str]:
  188. return {"instType": "SWAP", "instId": symbol}
  189. @staticmethod
  190. def build_fills_params(*, symbol: str) -> dict[str, str]:
  191. return {"instType": "SWAP", "instId": symbol}
  192. def _request(
  193. self,
  194. method: str,
  195. path: str,
  196. *,
  197. params: dict[str, object] | None = None,
  198. json_body: dict[str, object] | None = None,
  199. ) -> list[OkxRow]:
  200. timestamp = datetime.now(UTC).isoformat(timespec="milliseconds").replace("+00:00", "Z")
  201. query = urlencode(params or {})
  202. path_with_query = path if not query else f"{path}?{query}"
  203. body = "" if json_body is None else json.dumps(json_body, separators=(",", ":"))
  204. headers: dict[str, str] = {}
  205. if self.config is not None:
  206. signature = base64.b64encode(
  207. hmac.new(
  208. self.config.api_secret.encode(),
  209. f"{timestamp}{method.upper()}{path_with_query}{body}".encode(),
  210. hashlib.sha256,
  211. ).digest()
  212. ).decode()
  213. headers = {
  214. "OK-ACCESS-KEY": self.config.api_key,
  215. "OK-ACCESS-SIGN": signature,
  216. "OK-ACCESS-TIMESTAMP": timestamp,
  217. "OK-ACCESS-PASSPHRASE": self.config.api_passphrase,
  218. "x-simulated-trading": "1" if self.config.trading_env == "demo" else "0",
  219. }
  220. if json_body is not None:
  221. headers["Content-Type"] = "application/json"
  222. try:
  223. response = self.session.request(
  224. method.upper(),
  225. f"{self.base_url}{path}",
  226. headers=headers,
  227. params=params,
  228. data=body if json_body is not None else None,
  229. timeout=self.request_timeout,
  230. )
  231. except Exception:
  232. raise self._transport_error() from None
  233. try:
  234. payload = response.json()
  235. except Exception:
  236. raise self._invalid_payload() from None
  237. if not isinstance(payload, dict):
  238. raise self._invalid_payload()
  239. if getattr(response, "status_code", 200) >= 400:
  240. raise ValueError(str(payload.get("msg") or "okx http error"))
  241. if payload.get("code") != "0":
  242. raise ValueError(_okx_error_message(payload))
  243. data = payload.get("data")
  244. if not isinstance(data, list):
  245. raise self._invalid_payload()
  246. return data
  247. def get_candles(self, symbol: str, bar: str, limit: int) -> list[Candle]:
  248. return self._get_candles_from_path("/api/v5/market/history-candles", symbol, bar, limit)
  249. def get_recent_candles(self, symbol: str, bar: str, limit: int) -> list[Candle]:
  250. return self._get_candles_from_path("/api/v5/market/candles", symbol, bar, limit)
  251. def _get_candles_from_path(self, path: str, symbol: str, bar: str, limit: int) -> list[Candle]:
  252. remaining = limit
  253. after: int | None = None
  254. candles_by_ts: dict[int, Candle] = {}
  255. while remaining > 0:
  256. page_limit = min(remaining, 100)
  257. params: dict[str, object] = {"instId": symbol, "bar": bar, "limit": page_limit}
  258. if after is not None:
  259. params["after"] = after
  260. data = self._request("GET", path, params=params)
  261. try:
  262. page = []
  263. for entry in data:
  264. if str(entry[8]) != "1":
  265. continue
  266. page.append(
  267. Candle(
  268. symbol=symbol,
  269. ts=int(entry[0]),
  270. open=_parse_finite_float(entry[1]),
  271. high=_parse_finite_float(entry[2]),
  272. low=_parse_finite_float(entry[3]),
  273. close=_parse_finite_float(entry[4]),
  274. volume=_parse_finite_float(entry[5]),
  275. )
  276. )
  277. except (IndexError, KeyError, TypeError, ValueError):
  278. raise self._invalid_payload() from None
  279. if not page:
  280. break
  281. for candle in page:
  282. candles_by_ts[candle.ts] = candle
  283. remaining = limit - len(candles_by_ts)
  284. oldest_ts = min(candle.ts for candle in page)
  285. after = oldest_ts - 1
  286. if len(data) < page_limit:
  287. break
  288. return sorted(candles_by_ts.values(), key=lambda candle: candle.ts)[:limit]
  289. def get_instrument_meta(self, symbol: str) -> InstrumentMeta:
  290. data = self._request(
  291. "GET",
  292. "/api/v5/public/instruments",
  293. params={"instType": "SWAP", "instId": symbol},
  294. )
  295. instrument = self._first_item(data)
  296. try:
  297. if instrument.get("instId") != symbol or instrument.get("instType") != "SWAP":
  298. raise self._invalid_payload()
  299. return InstrumentMeta(
  300. ct_val=_parse_finite_float(instrument["ctVal"]),
  301. lot_sz=_parse_finite_float(instrument["lotSz"]),
  302. min_sz=_parse_finite_float(instrument["minSz"]),
  303. )
  304. except (KeyError, TypeError, ValueError):
  305. raise self._invalid_payload() from None
  306. def get_last_price(self, symbol: str) -> float:
  307. data = self._request("GET", "/api/v5/market/ticker", params={"instId": symbol})
  308. ticker = self._first_item(data)
  309. try:
  310. if ticker.get("instId") != symbol:
  311. raise self._invalid_payload()
  312. return _parse_finite_float(ticker["last"])
  313. except (KeyError, TypeError, ValueError):
  314. raise self._invalid_payload() from None
  315. def ensure_hedge_mode(self) -> None:
  316. data = self._request("GET", "/api/v5/account/config")
  317. config = self._first_item(data)
  318. pos_mode = config.get("posMode")
  319. if not isinstance(pos_mode, str):
  320. raise self._invalid_payload()
  321. if pos_mode != "long_short_mode":
  322. raise ValueError("hedge mode is required")
  323. def set_leverage(self, symbol: str, leverage: int, pos_side: str) -> None:
  324. if not symbol.endswith("-SWAP"):
  325. raise ValueError("swap instrument is required")
  326. leverage = _parse_valid_leverage(leverage)
  327. if pos_side not in {"long", "short"}:
  328. raise ValueError("pos_side is invalid")
  329. self._request(
  330. "POST",
  331. "/api/v5/account/set-leverage",
  332. json_body={
  333. "instId": symbol,
  334. "lever": str(leverage),
  335. "mgnMode": "isolated",
  336. "posSide": pos_side,
  337. },
  338. )
  339. def get_account_balance(self, currency: str = "USDT") -> dict[str, float]:
  340. data = self._request("GET", "/api/v5/account/balance", params={"ccy": currency})
  341. account = self._first_item(data)
  342. details = account.get("details")
  343. if not isinstance(details, list):
  344. raise self._invalid_payload()
  345. for detail in details:
  346. if not isinstance(detail, dict):
  347. raise self._invalid_payload()
  348. if detail.get("ccy") != currency:
  349. continue
  350. return {
  351. "total_equity_usd": _parse_finite_float(account["totalEq"]),
  352. "equity": _parse_finite_float(detail["eq"]),
  353. "available_equity": _parse_finite_float(detail["availEq"]),
  354. "cash_balance": _parse_finite_float(detail["cashBal"]),
  355. }
  356. return {
  357. "total_equity_usd": _parse_finite_float(account["totalEq"]),
  358. "equity": 0.0,
  359. "available_equity": 0.0,
  360. "cash_balance": 0.0,
  361. }
  362. def place_order(self, symbol: str, signal: TradeSignal, margin_usdt: float) -> OrderResult:
  363. if signal.action == "flat":
  364. return OrderResult(
  365. status="noop",
  366. order_id=None,
  367. symbol=symbol,
  368. side=None,
  369. pos_side=None,
  370. order_type=None,
  371. size=None,
  372. )
  373. if signal.action not in {"long", "short"}:
  374. raise ValueError("action is invalid")
  375. if not symbol.endswith("-SWAP"):
  376. raise ValueError("swap instrument is required")
  377. leverage = _parse_valid_leverage(signal.leverage)
  378. try:
  379. margin_value = _parse_finite_float(margin_usdt)
  380. margin_decimal = _parse_finite_decimal(margin_usdt)
  381. except ValueError:
  382. raise ValueError("margin_usdt is invalid") from None
  383. if margin_value <= 0:
  384. raise ValueError("margin_usdt is invalid")
  385. self.ensure_hedge_mode()
  386. metadata = self.get_instrument_meta(symbol)
  387. price = signal.entry_price if signal.entry_price is not None else self.get_last_price(symbol)
  388. side = "buy" if signal.action == "long" else "sell"
  389. pos_side = "long" if signal.action == "long" else "short"
  390. size = build_contract_size(margin_decimal * leverage, price, metadata)
  391. self.set_leverage(symbol, leverage, pos_side)
  392. order_type = "market" if signal.entry_price is None else "limit"
  393. request_body = {
  394. "instId": symbol,
  395. "tdMode": "isolated",
  396. "side": side,
  397. "posSide": pos_side,
  398. "ordType": order_type,
  399. "sz": _format_number(size),
  400. }
  401. if signal.entry_price is not None:
  402. request_body["px"] = _format_number(signal.entry_price)
  403. data = self._request("POST", "/api/v5/trade/order", json_body=request_body)
  404. order = self._first_item(data)
  405. order_id = str(order.get("ordId") or "")
  406. if not order_id:
  407. raise self._invalid_payload()
  408. return OrderResult(
  409. status="placed",
  410. order_id=order_id,
  411. symbol=symbol,
  412. side=side,
  413. pos_side=pos_side,
  414. order_type=order_type,
  415. size=size,
  416. )
  417. def submit_market_order_body(self, body: dict[str, str]) -> OrderResult:
  418. required = {"instId", "side", "posSide", "ordType", "sz", "clOrdId"}
  419. if any(not body.get(key) for key in required) or body.get("ordType") != "market":
  420. raise ValueError("market order body is invalid")
  421. _parse_finite_float(body.get("sz"))
  422. data = self._request("POST", "/api/v5/trade/order", json_body=body)
  423. order = self._first_item(data)
  424. order_id = str(order.get("ordId") or "")
  425. if not order_id:
  426. raise self._invalid_payload()
  427. return OrderResult(
  428. status="placed",
  429. order_id=order_id,
  430. symbol=body.get("instId"),
  431. side=body.get("side"),
  432. pos_side=body.get("posSide"),
  433. order_type=body.get("ordType"),
  434. size=_parse_finite_float(body.get("sz")),
  435. )
  436. def get_positions(self, symbol: str) -> list[Position]:
  437. requested_symbol = symbol
  438. data = self._request("GET", "/api/v5/account/positions", params={"instId": requested_symbol})
  439. if not data:
  440. return []
  441. try:
  442. positions = []
  443. for entry in data:
  444. size = _parse_finite_float(entry["pos"])
  445. if size == 0.0:
  446. continue
  447. symbol = entry["instId"]
  448. pos_side = entry["posSide"]
  449. if not isinstance(symbol, str) or not isinstance(pos_side, str):
  450. raise self._invalid_payload()
  451. if symbol != requested_symbol:
  452. raise self._invalid_payload()
  453. if pos_side not in {"long", "short"}:
  454. raise self._invalid_payload()
  455. positions.append(
  456. Position(
  457. symbol=symbol,
  458. pos_side=pos_side,
  459. size=size,
  460. avg_price=_parse_finite_float(entry["avgPx"]),
  461. )
  462. )
  463. return positions
  464. except (KeyError, TypeError, ValueError):
  465. raise self._invalid_payload() from None