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