okx_client.py 8.7 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, ROUND_DOWN
  7. from typing import TypeAlias
  8. from urllib.parse import urlencode
  9. from okx_codex_trader.config import Config
  10. from okx_codex_trader.models import Candle, InstrumentMeta, OrderResult, Position, TradeSignal
  11. OkxRow: TypeAlias = dict[str, object] | list[object]
  12. def build_contract_size(notional: float, price: float, metadata: InstrumentMeta) -> float:
  13. raw_size = Decimal(str(notional)) / (Decimal(str(price)) * Decimal(str(metadata.ct_val)))
  14. lot_size = Decimal(str(metadata.lot_sz))
  15. size = (raw_size / lot_size).to_integral_value(rounding=ROUND_DOWN) * lot_size
  16. if size < Decimal(str(metadata.min_sz)):
  17. raise ValueError("contract size below minimum")
  18. return float(size)
  19. def _format_number(value: float) -> str:
  20. return format(Decimal(str(value)).normalize(), "f")
  21. class OkxClient:
  22. base_url = "https://www.okx.com"
  23. def __init__(self, config: Config, session=None):
  24. self.config = config
  25. if session is None:
  26. import requests
  27. session = requests.Session()
  28. self.session = session
  29. def _invalid_payload(self) -> ValueError:
  30. return ValueError("okx response payload is invalid")
  31. def _transport_error(self) -> ValueError:
  32. return ValueError("okx transport error")
  33. def _first_item(self, data: list[OkxRow]) -> dict[str, object]:
  34. if not data:
  35. raise self._invalid_payload()
  36. item = data[0]
  37. if not isinstance(item, dict):
  38. raise self._invalid_payload()
  39. return item
  40. def _request(
  41. self,
  42. method: str,
  43. path: str,
  44. *,
  45. params: dict[str, object] | None = None,
  46. json_body: dict[str, object] | None = None,
  47. ) -> list[OkxRow]:
  48. timestamp = datetime.now(UTC).isoformat(timespec="milliseconds").replace("+00:00", "Z")
  49. query = urlencode(params or {})
  50. path_with_query = path if not query else f"{path}?{query}"
  51. body = "" if json_body is None else json.dumps(json_body, separators=(",", ":"))
  52. signature = base64.b64encode(
  53. hmac.new(
  54. self.config.api_secret.encode(),
  55. f"{timestamp}{method.upper()}{path_with_query}{body}".encode(),
  56. hashlib.sha256,
  57. ).digest()
  58. ).decode()
  59. headers = {
  60. "OK-ACCESS-KEY": self.config.api_key,
  61. "OK-ACCESS-SIGN": signature,
  62. "OK-ACCESS-TIMESTAMP": timestamp,
  63. "OK-ACCESS-PASSPHRASE": self.config.api_passphrase,
  64. "x-simulated-trading": "1",
  65. }
  66. try:
  67. response = self.session.request(
  68. method.upper(),
  69. f"{self.base_url}{path}",
  70. headers=headers,
  71. params=params,
  72. json=json_body,
  73. )
  74. except Exception:
  75. raise self._transport_error() from None
  76. try:
  77. payload = response.json()
  78. except Exception:
  79. raise self._invalid_payload() from None
  80. if not isinstance(payload, dict):
  81. raise self._invalid_payload()
  82. if getattr(response, "status_code", 200) >= 400:
  83. raise ValueError(str(payload.get("msg") or "okx http error"))
  84. if payload.get("code") != "0":
  85. raise ValueError(str(payload.get("msg") or payload.get("code") or "okx api error"))
  86. data = payload.get("data")
  87. if not isinstance(data, list):
  88. raise self._invalid_payload()
  89. return data
  90. def get_candles(self, symbol: str, bar: str, limit: int) -> list[Candle]:
  91. data = self._request(
  92. "GET",
  93. "/api/v5/market/history-candles",
  94. params={"instId": symbol, "bar": bar, "limit": limit},
  95. )
  96. try:
  97. candles = [
  98. Candle(
  99. symbol=symbol,
  100. ts=int(entry[0]),
  101. open=float(entry[1]),
  102. high=float(entry[2]),
  103. low=float(entry[3]),
  104. close=float(entry[4]),
  105. volume=float(entry[5]),
  106. )
  107. for entry in data
  108. ]
  109. return sorted(candles, key=lambda candle: candle.ts)
  110. except (IndexError, KeyError, TypeError, ValueError):
  111. raise self._invalid_payload() from None
  112. def get_instrument_meta(self, symbol: str) -> InstrumentMeta:
  113. data = self._request(
  114. "GET",
  115. "/api/v5/public/instruments",
  116. params={"instType": "SWAP", "instId": symbol},
  117. )
  118. instrument = self._first_item(data)
  119. try:
  120. return InstrumentMeta(
  121. ct_val=float(instrument["ctVal"]),
  122. lot_sz=float(instrument["lotSz"]),
  123. min_sz=float(instrument["minSz"]),
  124. )
  125. except (KeyError, TypeError, ValueError):
  126. raise self._invalid_payload() from None
  127. def get_last_price(self, symbol: str) -> float:
  128. data = self._request("GET", "/api/v5/market/ticker", params={"instId": symbol})
  129. ticker = self._first_item(data)
  130. try:
  131. return float(ticker["last"])
  132. except (KeyError, TypeError, ValueError):
  133. raise self._invalid_payload() from None
  134. def ensure_hedge_mode(self) -> None:
  135. data = self._request("GET", "/api/v5/account/config")
  136. config = self._first_item(data)
  137. if config.get("posMode") != "long_short_mode":
  138. raise ValueError("hedge mode is required")
  139. def set_leverage(self, symbol: str, leverage: int, pos_side: str) -> None:
  140. self._request(
  141. "POST",
  142. "/api/v5/account/set-leverage",
  143. json_body={
  144. "instId": symbol,
  145. "lever": str(leverage),
  146. "mgnMode": "isolated",
  147. "posSide": pos_side,
  148. },
  149. )
  150. def place_demo_order(self, symbol: str, signal: TradeSignal, margin_usdt: float) -> OrderResult:
  151. if signal.action == "flat":
  152. return OrderResult(
  153. status="noop",
  154. order_id=None,
  155. symbol=symbol,
  156. side=None,
  157. pos_side=None,
  158. order_type=None,
  159. size=None,
  160. )
  161. if signal.action not in {"long", "short"}:
  162. raise ValueError("action is invalid")
  163. if not symbol.endswith("-SWAP"):
  164. raise ValueError("swap instrument is required")
  165. if signal.leverage < 1 or signal.leverage > 3:
  166. raise ValueError("leverage is invalid")
  167. metadata = self.get_instrument_meta(symbol)
  168. price = signal.entry_price if signal.entry_price is not None else self.get_last_price(symbol)
  169. side = "buy" if signal.action == "long" else "sell"
  170. pos_side = "long" if signal.action == "long" else "short"
  171. self.ensure_hedge_mode()
  172. size = build_contract_size(margin_usdt * signal.leverage, price, metadata)
  173. self.set_leverage(symbol, signal.leverage, pos_side)
  174. order_type = "market" if signal.entry_price is None else "limit"
  175. request_body = {
  176. "instId": symbol,
  177. "tdMode": "isolated",
  178. "side": side,
  179. "posSide": pos_side,
  180. "ordType": order_type,
  181. "sz": _format_number(size),
  182. }
  183. if signal.entry_price is not None:
  184. request_body["px"] = _format_number(signal.entry_price)
  185. data = self._request("POST", "/api/v5/trade/order", json_body=request_body)
  186. order = self._first_item(data)
  187. order_id = str(order.get("ordId") or "")
  188. if not order_id:
  189. raise self._invalid_payload()
  190. return OrderResult(
  191. status="placed",
  192. order_id=order_id,
  193. symbol=symbol,
  194. side=side,
  195. pos_side=pos_side,
  196. order_type=order_type,
  197. size=size,
  198. )
  199. def get_positions(self, symbol: str) -> list[Position]:
  200. data = self._request("GET", "/api/v5/account/positions", params={"instId": symbol})
  201. if not data:
  202. return []
  203. try:
  204. positions = []
  205. for entry in data:
  206. size = float(entry["pos"])
  207. if size == 0.0:
  208. continue
  209. positions.append(
  210. Position(
  211. symbol=str(entry["instId"]),
  212. pos_side=str(entry["posSide"]),
  213. size=size,
  214. avg_price=float(entry["avgPx"]),
  215. )
  216. )
  217. return positions
  218. except (KeyError, TypeError, ValueError):
  219. raise self._invalid_payload() from None