hyperliquid_rsi_bot.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "# pip install ccxt pandas pydantic ta\n",
    "from typing import List, Optional\n",
    "import ccxt.async_support as ccxt\n",
    "import pandas as pd\n",
    "from pydantic import BaseModel\n",
    "from decimal import Decimal, getcontext, ROUND_DOWN\n",
    "import math\n",
    "import ta\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "hyperliquid requires to release all resources with an explicit call to the .close() coroutine. If you are using the exchange instance with async coroutines, add `await exchange.close()` to your code into a place when you're done with the exchange and don't need the exchange instance anymore (at the end of your async coroutine).\n",
      "Unclosed client session\n",
      "client_session: <aiohttp.client.ClientSession object at 0x000001597F471EE0>\n",
      "hyperliquid requires to release all resources with an explicit call to the .close() coroutine. If you are using the exchange instance with async coroutines, add `await exchange.close()` to your code into a place when you're done with the exchange and don't need the exchange instance anymore (at the end of your async coroutine).\n",
      "Unclosed client session\n",
      "client_session: <aiohttp.client.ClientSession object at 0x000001590F3B83E0>\n"
     ]
    }
   ],
   "source": [
    "class UsdtBalance(BaseModel):\n",
    "    total: float\n",
    "    free: float\n",
    "    used: float\n",
    "\n",
    "\n",
    "class Info(BaseModel):\n",
    "    success: bool\n",
    "    message: str\n",
    "\n",
    "\n",
    "class Order(BaseModel):\n",
    "    id: str\n",
    "    pair: str\n",
    "    type: str\n",
    "    side: str\n",
    "    price: float\n",
    "    size: float\n",
    "    reduce: bool\n",
    "    filled: float\n",
    "    remaining: float\n",
    "    timestamp: int\n",
    "\n",
    "\n",
    "class TriggerOrder(BaseModel):\n",
    "    id: str\n",
    "    pair: str\n",
    "    type: str\n",
    "    side: str\n",
    "    price: float\n",
    "    trigger_price: float\n",
    "    size: float\n",
    "    reduce: bool\n",
    "    timestamp: int\n",
    "\n",
    "\n",
    "class Position(BaseModel):\n",
    "    pair: str\n",
    "    side: str\n",
    "    size: float\n",
    "    usd_size: float\n",
    "    entry_price: float\n",
    "    current_price: float\n",
    "    unrealized_pnl: float\n",
    "    liquidation_price: float\n",
    "    margin_mode: str\n",
    "    leverage: int\n",
    "    hedge_mode: bool\n",
    "    open_timestamp: int = 0\n",
    "    take_profit_price: float | None = None\n",
    "    stop_loss_price: float | None = None\n",
    "\n",
    "class Market(BaseModel):\n",
    "    internal_pair: str\n",
    "    base: str\n",
    "    quote: str\n",
    "    price_precision: float\n",
    "    contract_precision: float\n",
    "    contract_size: Optional[float] = 1.0\n",
    "    min_contracts: float\n",
    "    max_contracts: Optional[float] = float('inf')\n",
    "    min_cost: Optional[float] = 0.0\n",
    "    max_cost: Optional[float] = float('inf')\n",
    "    coin_index: Optional[int] = 0\n",
    "    market_price: Optional[float] = 0.0\n",
    "\n",
    "\n",
    "def get_price_precision(price: float) -> float:\n",
    "    log_price = math.log10(price)\n",
    "    order = math.floor(log_price)\n",
    "    precision = 10 ** (order - 4)\n",
    "    return precision\n",
    "    \n",
    "def number_to_str(n: float) -> str:\n",
    "    s = format(n, 'f')\n",
    "    s = s.rstrip('0')\n",
    "    if s.endswith('.'):\n",
    "        s = s[:-1]\n",
    "    \n",
    "    return s\n",
    "\n",
    "\n",
    "class PerpHyperliquid:\n",
    "    def __init__(self, public_adress=None, private_key=None):\n",
    "        hyperliquid_auth_object = {\n",
    "            \"walletAddress\": public_adress,\n",
    "            \"privateKey\": private_key,\n",
    "        }\n",
    "        self.public_adress = public_adress\n",
    "        getcontext().prec = 10\n",
    "        if hyperliquid_auth_object[\"privateKey\"] == None:\n",
    "            self._auth = False\n",
    "            self._session = ccxt.hyperliquid()\n",
    "        else:\n",
    "            self._auth = True\n",
    "            self._session = ccxt.hyperliquid(hyperliquid_auth_object)\n",
    "        self.market: dict[str, Market] = {}\n",
    "\n",
    "    async def close(self):\n",
    "        await self._session.close()\n",
    "\n",
    "    async def load_markets(self) -> dict[str, Market]:\n",
    "        data = await self._session.publicPostInfo(params={\n",
    "            \"type\": \"metaAndAssetCtxs\",\n",
    "        })\n",
    "        resp = {}\n",
    "        for i in range(0,len(data[0][\"universe\"])):\n",
    "            mark_price = float(data[1][i][\"markPx\"])\n",
    "            object = data[0][\"universe\"][i]\n",
    "            size_decimals = int(object[\"szDecimals\"])\n",
    "            resp[object[\"name\"]+\"/USD\"] = Market(\n",
    "                internal_pair=object[\"name\"],\n",
    "                base=object[\"name\"],\n",
    "                quote=\"USD\",\n",
    "                price_precision=get_price_precision(mark_price),\n",
    "                contract_precision=1/(10**(size_decimals)),\n",
    "                min_contracts=1/(10**(size_decimals)),\n",
    "                min_cost=10,\n",
    "                coin_index=i,\n",
    "                market_price=mark_price,\n",
    "            )\n",
    "        self.market = resp\n",
    "        return resp\n",
    "\n",
    "\n",
    "\n",
    "    def ext_pair_to_pair(self, ext_pair) -> str:\n",
    "        return self.market[ext_pair].internal_pair\n",
    "\n",
    "    def pair_to_ext_pair(self, pair) -> str:\n",
    "        return pair+\"/USD\"\n",
    "    \n",
    "    def ext_pair_to_base(self, ext_pair) -> str:\n",
    "        return ext_pair.split(\"/\")[0]\n",
    "\n",
    "    def get_pair_info(self, ext_pair) -> str:\n",
    "        pair = self.ext_pair_to_pair(ext_pair)\n",
    "        if pair in self.market:\n",
    "            return self.market[pair]\n",
    "        else:\n",
    "            return None\n",
    "        \n",
    "    def size_to_precision(self, pair: str, size: float) -> float:\n",
    "        size_precision = self.market[pair].contract_precision\n",
    "        decimal_precision = Decimal(str(size_precision))\n",
    "        rounded_size = Decimal(str(size)).quantize(decimal_precision, rounding=ROUND_DOWN)\n",
    "        return float(rounded_size)\n",
    "    \n",
    "    def price_to_precision(self, pair: str, price: float) -> float:\n",
    "        price_precision = self.market[pair].price_precision\n",
    "        price_dec = Decimal(str(price))\n",
    "        precision_dec = Decimal(str(price_precision))\n",
    "        \n",
    "        rounded_price = (price_dec // precision_dec) * precision_dec\n",
    "        \n",
    "        return float(rounded_price)\n",
    "\n",
    "    async def get_last_ohlcv(self, pair, timeframe, limit=1000) -> pd.DataFrame:\n",
    "        if limit > 5000:\n",
    "            limit = 5000\n",
    "        base_pair = self.ext_pair_to_base(pair)\n",
    "        ts_dict = {\n",
    "            \"1m\": 1 * 60 * 1000,\n",
    "            \"5m\": 5 * 60 * 1000,\n",
    "            \"15m\": 15 * 60 * 1000,\n",
    "            \"1h\": 60 * 60 * 1000,\n",
    "            \"2h\": 2 * 60 * 60 * 1000,\n",
    "            \"4h\": 4 * 60 * 60 * 1000,\n",
    "            \"1d\": 24 * 60 * 60 * 1000,\n",
    "        }\n",
    "        end_ts = int(time.time() * 1000)\n",
    "        start_ts = end_ts - ((limit-1) * ts_dict[timeframe])\n",
    "        data = await self._session.publicPostInfo(params={\n",
    "            \"type\": \"candleSnapshot\",\n",
    "            \"req\": {\n",
    "                \"coin\": base_pair,\n",
    "                \"interval\": timeframe,\n",
    "                \"startTime\": start_ts,\n",
    "                \"endTime\": end_ts,\n",
    "            },\n",
    "        })\n",
    "        df = pd.DataFrame(data)\n",
    "        df['date'] = pd.to_datetime(df['t'].astype(float), unit='ms')\n",
    "        df.set_index('date', inplace=True)\n",
    "        df = df[['o', 'h', 'l', 'c', 'v']].astype(float)\n",
    "        df.rename(columns={\n",
    "            'o': 'open',\n",
    "            'h': 'high',\n",
    "            'l': 'low',\n",
    "            'c': 'close',\n",
    "            'v': 'volume'\n",
    "        }, inplace=True)\n",
    "\n",
    "        return df\n",
    "\n",
    "    async def get_balance(self) -> UsdtBalance:\n",
    "        data = await self._session.publicPostInfo(params={\n",
    "            \"type\": \"clearinghouseState\",\n",
    "            \"user\": self.public_adress,\n",
    "        })\n",
    "        total = float(data[\"marginSummary\"][\"accountValue\"])\n",
    "        used = float(data[\"marginSummary\"][\"totalMarginUsed\"])\n",
    "        free = total - used\n",
    "        return UsdtBalance(\n",
    "            total=total,\n",
    "            free=free,\n",
    "            used=used,\n",
    "        )\n",
    "\n",
    "    async def set_margin_mode_and_leverage(self, pair, margin_mode, leverage):\n",
    "        if margin_mode not in [\"cross\", \"isolated\"]:\n",
    "            raise Exception(\"Margin mode must be either 'cross' or 'isolated'\")\n",
    "        asset_index = self.market[pair].coin_index\n",
    "        try:\n",
    "            nonce = int(time.time() * 1000)\n",
    "            req_body = {}\n",
    "            action = {\n",
    "                \"type\": \"updateLeverage\",\n",
    "                \"asset\": asset_index,\n",
    "                \"isCross\": margin_mode == \"cross\",\n",
    "                \"leverage\": leverage,\n",
    "            }\n",
    "            signature = self._session.sign_l1_action(action, nonce)\n",
    "            req_body[\"action\"] = action\n",
    "            req_body[\"nonce\"] = nonce\n",
    "            req_body[\"signature\"] = signature\n",
    "            await self._session.private_post_exchange(params=req_body)\n",
    "        except Exception as e:\n",
    "            raise e\n",
    "\n",
    "        return Info(\n",
    "            success=True,\n",
    "            message=f\"Margin mode and leverage set to {margin_mode} and {leverage}x\",\n",
    "        )\n",
    "\n",
    "    async def get_open_positions(self, pairs=[]) -> List[Position]:\n",
    "        data = await self._session.publicPostInfo(params={\n",
    "            \"type\": \"clearinghouseState\",\n",
    "            \"user\": self.public_adress,\n",
    "        })\n",
    "        # return data\n",
    "        positions_data = data[\"assetPositions\"]\n",
    "        positions = []\n",
    "        for position_data in positions_data:\n",
    "            position = position_data[\"position\"]\n",
    "            if self.pair_to_ext_pair(position[\"coin\"]) not in pairs and len(pairs) > 0:\n",
    "                continue\n",
    "            type_mode = position_data[\"type\"]\n",
    "            hedge_mode = True if type_mode != \"oneWay\" else False\n",
    "            size = float(position[\"szi\"])\n",
    "            side = \"long\" if size > 0 else \"short\"\n",
    "            size = abs(size)\n",
    "            usd_size = float(position[\"positionValue\"])\n",
    "            current_price = usd_size / size\n",
    "            positions.append(\n",
    "                Position(\n",
    "                    pair=self.pair_to_ext_pair(position[\"coin\"]),\n",
    "                    side=side,\n",
    "                    size=size,\n",
    "                    usd_size=usd_size,\n",
    "                    entry_price=float(position[\"entryPx\"]),\n",
    "                    current_price=current_price,\n",
    "                    unrealized_pnl=float(position[\"unrealizedPnl\"]),\n",
    "                    liquidation_price=float(position[\"liquidationPx\"]),\n",
    "                    margin_mode=position[\"leverage\"][\"type\"],\n",
    "                    leverage=position[\"leverage\"][\"value\"],\n",
    "                    hedge_mode=hedge_mode,\n",
    "                )\n",
    "            )\n",
    "\n",
    "        return positions\n",
    "\n",
    "    async def place_order(\n",
    "        self,\n",
    "        pair,\n",
    "        side,\n",
    "        price,\n",
    "        size,\n",
    "        type=\"limit\",\n",
    "        reduce=False,\n",
    "        error=True,\n",
    "        market_max_spread=0.1,\n",
    "    ) -> Order:\n",
    "        if price is None:\n",
    "            price = self.market[pair].market_price\n",
    "        try:\n",
    "            asset_index = self.market[pair].coin_index\n",
    "            nonce = int(time.time() * 1000)\n",
    "            is_buy = side == \"buy\"\n",
    "            req_body = {}\n",
    "            if type == \"market\":\n",
    "                if side == \"buy\":\n",
    "                    price = price * (1 + market_max_spread)\n",
    "                else:\n",
    "                    price = price * (1 - market_max_spread)\n",
    "\n",
    "            print(number_to_str(self.price_to_precision(pair, price)))\n",
    "            action = {\n",
    "                \"type\": \"order\",\n",
    "                \"orders\": [{\n",
    "                    \"a\": asset_index,\n",
    "                    \"b\": is_buy,\n",
    "                    \"p\": number_to_str(self.price_to_precision(pair, price)),\n",
    "                    \"s\": number_to_str(self.size_to_precision(pair, size)),\n",
    "                    \"r\": reduce,\n",
    "                    \"t\": {\"limit\":{\"tif\": \"Gtc\"}}\n",
    "                }],\n",
    "                \"grouping\": \"na\",\n",
    "                \"brokerCode\": 1,\n",
    "            }\n",
    "            signature = self._session.sign_l1_action(action, nonce)\n",
    "            req_body[\"action\"] = action\n",
    "            req_body[\"nonce\"] = nonce\n",
    "            req_body[\"signature\"] = signature\n",
    "            resp = await self._session.private_post_exchange(params=req_body)\n",
    "            \n",
    "            order_resp = resp[\"response\"][\"data\"][\"statuses\"][0]\n",
    "            order_key = list(order_resp.keys())[0]\n",
    "            order_id = resp[\"response\"][\"data\"][\"statuses\"][0][order_key][\"oid\"]\n",
    "\n",
    "            order = await self.get_order_by_id(order_id)\n",
    "\n",
    "            if order_key == \"filled\":\n",
    "                order_price = resp[\"response\"][\"data\"][\"statuses\"][0][order_key][\"avgPx\"]\n",
    "                order.price = float(order_price)\n",
    "            \n",
    "            return order\n",
    "        except Exception as e:\n",
    "            if error:\n",
    "                raise e\n",
    "            else:\n",
    "                print(e)\n",
    "                return None\n",
    "\n",
    "\n",
    "    async def get_order_by_id(self, order_id) -> Order:\n",
    "        order_id = int(order_id)\n",
    "        data = await self._session.publicPostInfo(params={\n",
    "            \"user\": self.public_adress,\n",
    "            \"type\": \"orderStatus\",\n",
    "            \"oid\": order_id,\n",
    "        })\n",
    "        order = data[\"order\"][\"order\"]\n",
    "        side_map = {\n",
    "            \"A\": \"sell\",\n",
    "            \"B\": \"buy\",\n",
    "        }\n",
    "        return Order(\n",
    "            id=str(order_id),\n",
    "            pair=self.pair_to_ext_pair(order[\"coin\"]),\n",
    "            type=order[\"orderType\"].lower(),\n",
    "            side=side_map[order[\"side\"]],\n",
    "            price=float(order[\"limitPx\"]),\n",
    "            size=float(order[\"origSz\"]),\n",
    "            reduce=order[\"reduceOnly\"],\n",
    "            filled=float(order[\"origSz\"]) - float(order[\"sz\"]),\n",
    "            remaining=float(order[\"sz\"]),\n",
    "            timestamp=int(order[\"timestamp\"]),\n",
    "        )\n",
    "\n",
    "    async def cancel_orders(self, pair, ids=[]):\n",
    "        try:\n",
    "            asset_index = self.market[pair].coin_index\n",
    "            nonce = int(time.time() * 1000)\n",
    "            req_body = {}\n",
    "            orders_action = []\n",
    "            for order_id in ids:\n",
    "                orders_action.append({\n",
    "                    \"a\": asset_index,\n",
    "                    \"o\": int(order_id),\n",
    "                })\n",
    "            action = {\n",
    "                \"type\": \"cancel\",\n",
    "                \"cancels\": orders_action,\n",
    "            }\n",
    "            signature = self._session.sign_l1_action(action, nonce)\n",
    "            req_body[\"action\"] = action\n",
    "            req_body[\"nonce\"] = nonce\n",
    "            req_body[\"signature\"] = signature\n",
    "            resp = await self._session.private_post_exchange(params=req_body)\n",
    "            return Info(success=True, message=f\"Orders cancelled\")\n",
    "        except Exception as e:\n",
    "            return Info(success=False, message=\"Error or no orders to cancel\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "hyperliquid requires to release all resources with an explicit call to the .close() coroutine. If you are using the exchange instance with async coroutines, add `await exchange.close()` to your code into a place when you're done with the exchange and don't need the exchange instance anymore (at the end of your async coroutine).\n",
      "Unclosed client session\n",
      "client_session: <aiohttp.client.ClientSession object at 0x000001597EE19220>\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'BTC/USD': Market(internal_pair='BTC', base='BTC', quote='USD', price_precision=10.0, contract_precision=1e-05, contract_size=1.0, min_contracts=1e-05, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=0, market_price=101110.0),\n",
       " 'ETH/USD': Market(internal_pair='ETH', base='ETH', quote='USD', price_precision=0.1, contract_precision=0.0001, contract_size=1.0, min_contracts=0.0001, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=1, market_price=3912.2),\n",
       " 'ATOM/USD': Market(internal_pair='ATOM', base='ATOM', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=2, market_price=10.061),\n",
       " 'MATIC/USD': Market(internal_pair='MATIC', base='MATIC', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=3, market_price=0.37621),\n",
       " 'DYDX/USD': Market(internal_pair='DYDX', base='DYDX', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=4, market_price=1.9091),\n",
       " 'SOL/USD': Market(internal_pair='SOL', base='SOL', quote='USD', price_precision=0.01, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=5, market_price=239.76),\n",
       " 'AVAX/USD': Market(internal_pair='AVAX', base='AVAX', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=6, market_price=53.227),\n",
       " 'BNB/USD': Market(internal_pair='BNB', base='BNB', quote='USD', price_precision=0.01, contract_precision=0.001, contract_size=1.0, min_contracts=0.001, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=7, market_price=734.34),\n",
       " 'APE/USD': Market(internal_pair='APE', base='APE', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=8, market_price=1.9496),\n",
       " 'OP/USD': Market(internal_pair='OP', base='OP', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=9, market_price=2.6178),\n",
       " 'LTC/USD': Market(internal_pair='LTC', base='LTC', quote='USD', price_precision=0.01, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=10, market_price=143.15),\n",
       " 'ARB/USD': Market(internal_pair='ARB', base='ARB', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=11, market_price=1.1567),\n",
       " 'DOGE/USD': Market(internal_pair='DOGE', base='DOGE', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=12, market_price=0.44252),\n",
       " 'INJ/USD': Market(internal_pair='INJ', base='INJ', quote='USD', price_precision=0.001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=13, market_price=33.864),\n",
       " 'SUI/USD': Market(internal_pair='SUI', base='SUI', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=14, market_price=4.1999),\n",
       " 'kPEPE/USD': Market(internal_pair='kPEPE', base='kPEPE', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=15, market_price=0.021914),\n",
       " 'CRV/USD': Market(internal_pair='CRV', base='CRV', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=16, market_price=1.1075),\n",
       " 'LDO/USD': Market(internal_pair='LDO', base='LDO', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=17, market_price=2.1609),\n",
       " 'LINK/USD': Market(internal_pair='LINK', base='LINK', quote='USD', price_precision=0.001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=18, market_price=24.475),\n",
       " 'STX/USD': Market(internal_pair='STX', base='STX', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=19, market_price=2.8177),\n",
       " 'RNDR/USD': Market(internal_pair='RNDR', base='RNDR', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=20, market_price=6.8952),\n",
       " 'CFX/USD': Market(internal_pair='CFX', base='CFX', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=21, market_price=0.24931),\n",
       " 'FTM/USD': Market(internal_pair='FTM', base='FTM', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=22, market_price=1.2699),\n",
       " 'GMX/USD': Market(internal_pair='GMX', base='GMX', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=23, market_price=37.447),\n",
       " 'SNX/USD': Market(internal_pair='SNX', base='SNX', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=24, market_price=3.0357),\n",
       " 'XRP/USD': Market(internal_pair='XRP', base='XRP', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=25, market_price=2.4215),\n",
       " 'BCH/USD': Market(internal_pair='BCH', base='BCH', quote='USD', price_precision=0.01, contract_precision=0.001, contract_size=1.0, min_contracts=0.001, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=26, market_price=613.4),\n",
       " 'APT/USD': Market(internal_pair='APT', base='APT', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=27, market_price=14.313),\n",
       " 'AAVE/USD': Market(internal_pair='AAVE', base='AAVE', quote='USD', price_precision=0.01, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=28, market_price=259.13),\n",
       " 'COMP/USD': Market(internal_pair='COMP', base='COMP', quote='USD', price_precision=0.01, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=29, market_price=123.93),\n",
       " 'MKR/USD': Market(internal_pair='MKR', base='MKR', quote='USD', price_precision=0.1, contract_precision=0.0001, contract_size=1.0, min_contracts=0.0001, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=30, market_price=2175.8),\n",
       " 'WLD/USD': Market(internal_pair='WLD', base='WLD', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=31, market_price=4.0185),\n",
       " 'FXS/USD': Market(internal_pair='FXS', base='FXS', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=32, market_price=4.6858),\n",
       " 'HPOS/USD': Market(internal_pair='HPOS', base='HPOS', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=33, market_price=0.28362),\n",
       " 'RLB/USD': Market(internal_pair='RLB', base='RLB', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=34, market_price=0.13437),\n",
       " 'UNIBOT/USD': Market(internal_pair='UNIBOT', base='UNIBOT', quote='USD', price_precision=0.0001, contract_precision=0.001, contract_size=1.0, min_contracts=0.001, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=35, market_price=7.636),\n",
       " 'YGG/USD': Market(internal_pair='YGG', base='YGG', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=36, market_price=0.82091),\n",
       " 'TRX/USD': Market(internal_pair='TRX', base='TRX', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=37, market_price=0.33238),\n",
       " 'kSHIB/USD': Market(internal_pair='kSHIB', base='kSHIB', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=38, market_price=0.031431),\n",
       " 'UNI/USD': Market(internal_pair='UNI', base='UNI', quote='USD', price_precision=0.001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=39, market_price=15.588),\n",
       " 'SEI/USD': Market(internal_pair='SEI', base='SEI', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=40, market_price=0.72933),\n",
       " 'RUNE/USD': Market(internal_pair='RUNE', base='RUNE', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=41, market_price=7.1726),\n",
       " 'OX/USD': Market(internal_pair='OX', base='OX', quote='USD', price_precision=1e-07, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=42, market_price=0.007459),\n",
       " 'FRIEND/USD': Market(internal_pair='FRIEND', base='FRIEND', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=43, market_price=4.72),\n",
       " 'SHIA/USD': Market(internal_pair='SHIA', base='SHIA', quote='USD', price_precision=1e-08, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=44, market_price=0.000621),\n",
       " 'CYBER/USD': Market(internal_pair='CYBER', base='CYBER', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=45, market_price=5.3265),\n",
       " 'ZRO/USD': Market(internal_pair='ZRO', base='ZRO', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=46, market_price=6.5281),\n",
       " 'BLZ/USD': Market(internal_pair='BLZ', base='BLZ', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=47, market_price=0.1872),\n",
       " 'DOT/USD': Market(internal_pair='DOT', base='DOT', quote='USD', price_precision=0.001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=48, market_price=11.034),\n",
       " 'BANANA/USD': Market(internal_pair='BANANA', base='BANANA', quote='USD', price_precision=0.001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=49, market_price=59.191),\n",
       " 'TRB/USD': Market(internal_pair='TRB', base='TRB', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=50, market_price=92.666),\n",
       " 'FTT/USD': Market(internal_pair='FTT', base='FTT', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=51, market_price=3.804),\n",
       " 'LOOM/USD': Market(internal_pair='LOOM', base='LOOM', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=52, market_price=0.081098),\n",
       " 'OGN/USD': Market(internal_pair='OGN', base='OGN', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=53, market_price=0.1655),\n",
       " 'RDNT/USD': Market(internal_pair='RDNT', base='RDNT', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=54, market_price=0.10311),\n",
       " 'ARK/USD': Market(internal_pair='ARK', base='ARK', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=55, market_price=0.79471),\n",
       " 'BNT/USD': Market(internal_pair='BNT', base='BNT', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=56, market_price=0.93812),\n",
       " 'CANTO/USD': Market(internal_pair='CANTO', base='CANTO', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=57, market_price=0.066),\n",
       " 'REQ/USD': Market(internal_pair='REQ', base='REQ', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=58, market_price=0.15027),\n",
       " 'BIGTIME/USD': Market(internal_pair='BIGTIME', base='BIGTIME', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=59, market_price=0.22841),\n",
       " 'KAS/USD': Market(internal_pair='KAS', base='KAS', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=60, market_price=0.16366),\n",
       " 'ORBS/USD': Market(internal_pair='ORBS', base='ORBS', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=61, market_price=0.039349),\n",
       " 'BLUR/USD': Market(internal_pair='BLUR', base='BLUR', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=62, market_price=0.43731),\n",
       " 'TIA/USD': Market(internal_pair='TIA', base='TIA', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=63, market_price=8.5964),\n",
       " 'BSV/USD': Market(internal_pair='BSV', base='BSV', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=64, market_price=85.128),\n",
       " 'ADA/USD': Market(internal_pair='ADA', base='ADA', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=65, market_price=1.2245),\n",
       " 'TON/USD': Market(internal_pair='TON', base='TON', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=66, market_price=6.9308),\n",
       " 'MINA/USD': Market(internal_pair='MINA', base='MINA', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=67, market_price=0.9228),\n",
       " 'POLYX/USD': Market(internal_pair='POLYX', base='POLYX', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=68, market_price=0.41162),\n",
       " 'GAS/USD': Market(internal_pair='GAS', base='GAS', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=69, market_price=6.8716),\n",
       " 'PENDLE/USD': Market(internal_pair='PENDLE', base='PENDLE', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=70, market_price=6.5219),\n",
       " 'STG/USD': Market(internal_pair='STG', base='STG', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=71, market_price=0.4377),\n",
       " 'FET/USD': Market(internal_pair='FET', base='FET', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=72, market_price=2.0761),\n",
       " 'STRAX/USD': Market(internal_pair='STRAX', base='STRAX', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=73, market_price=1.5829),\n",
       " 'NEAR/USD': Market(internal_pair='NEAR', base='NEAR', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=74, market_price=7.9969),\n",
       " 'MEME/USD': Market(internal_pair='MEME', base='MEME', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=75, market_price=0.017091),\n",
       " 'ORDI/USD': Market(internal_pair='ORDI', base='ORDI', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=76, market_price=47.795),\n",
       " 'BADGER/USD': Market(internal_pair='BADGER', base='BADGER', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=77, market_price=4.5656),\n",
       " 'NEO/USD': Market(internal_pair='NEO', base='NEO', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=78, market_price=21.735),\n",
       " 'ZEN/USD': Market(internal_pair='ZEN', base='ZEN', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=79, market_price=17.405),\n",
       " 'FIL/USD': Market(internal_pair='FIL', base='FIL', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=80, market_price=8.0998),\n",
       " 'PYTH/USD': Market(internal_pair='PYTH', base='PYTH', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=81, market_price=0.53328),\n",
       " 'SUSHI/USD': Market(internal_pair='SUSHI', base='SUSHI', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=82, market_price=1.5258),\n",
       " 'ILV/USD': Market(internal_pair='ILV', base='ILV', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=83, market_price=68.571),\n",
       " 'IMX/USD': Market(internal_pair='IMX', base='IMX', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=84, market_price=2.1585),\n",
       " 'kBONK/USD': Market(internal_pair='kBONK', base='kBONK', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=85, market_price=0.043326),\n",
       " 'GMT/USD': Market(internal_pair='GMT', base='GMT', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=86, market_price=0.24653),\n",
       " 'SUPER/USD': Market(internal_pair='SUPER', base='SUPER', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=87, market_price=1.7595),\n",
       " 'USTC/USD': Market(internal_pair='USTC', base='USTC', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=88, market_price=0.030288),\n",
       " 'NFTI/USD': Market(internal_pair='NFTI', base='NFTI', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=89, market_price=6.5609),\n",
       " 'JUP/USD': Market(internal_pair='JUP', base='JUP', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=90, market_price=1.3653),\n",
       " 'kLUNC/USD': Market(internal_pair='kLUNC', base='kLUNC', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=91, market_price=0.17128),\n",
       " 'RSR/USD': Market(internal_pair='RSR', base='RSR', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=92, market_price=0.018997),\n",
       " 'GALA/USD': Market(internal_pair='GALA', base='GALA', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=93, market_price=0.06143),\n",
       " 'JTO/USD': Market(internal_pair='JTO', base='JTO', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=94, market_price=3.7346),\n",
       " 'NTRN/USD': Market(internal_pair='NTRN', base='NTRN', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=95, market_price=0.64859),\n",
       " 'ACE/USD': Market(internal_pair='ACE', base='ACE', quote='USD', price_precision=0.0001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=96, market_price=3.511),\n",
       " 'MAV/USD': Market(internal_pair='MAV', base='MAV', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=97, market_price=0.31428),\n",
       " 'WIF/USD': Market(internal_pair='WIF', base='WIF', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=98, market_price=3.3337),\n",
       " 'CAKE/USD': Market(internal_pair='CAKE', base='CAKE', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=99, market_price=4.0616),\n",
       " 'PEOPLE/USD': Market(internal_pair='PEOPLE', base='PEOPLE', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=100, market_price=0.07311),\n",
       " 'ENS/USD': Market(internal_pair='ENS', base='ENS', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=101, market_price=42.154),\n",
       " 'ETC/USD': Market(internal_pair='ETC', base='ETC', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=102, market_price=37.285),\n",
       " 'XAI/USD': Market(internal_pair='XAI', base='XAI', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=103, market_price=0.42793),\n",
       " 'MANTA/USD': Market(internal_pair='MANTA', base='MANTA', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=104, market_price=1.2746),\n",
       " 'UMA/USD': Market(internal_pair='UMA', base='UMA', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=105, market_price=4.0347),\n",
       " 'ONDO/USD': Market(internal_pair='ONDO', base='ONDO', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=106, market_price=1.7519),\n",
       " 'ALT/USD': Market(internal_pair='ALT', base='ALT', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=107, market_price=0.19392),\n",
       " 'ZETA/USD': Market(internal_pair='ZETA', base='ZETA', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=108, market_price=0.90192),\n",
       " 'DYM/USD': Market(internal_pair='DYM', base='DYM', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=109, market_price=2.5449),\n",
       " 'MAVIA/USD': Market(internal_pair='MAVIA', base='MAVIA', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=110, market_price=2.2436),\n",
       " 'W/USD': Market(internal_pair='W', base='W', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=111, market_price=0.39724),\n",
       " 'PANDORA/USD': Market(internal_pair='PANDORA', base='PANDORA', quote='USD', price_precision=0.1, contract_precision=1e-05, contract_size=1.0, min_contracts=1e-05, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=112, market_price=3026.3),\n",
       " 'STRK/USD': Market(internal_pair='STRK', base='STRK', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=113, market_price=0.74914),\n",
       " 'PIXEL/USD': Market(internal_pair='PIXEL', base='PIXEL', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=114, market_price=0.28501),\n",
       " 'AI/USD': Market(internal_pair='AI', base='AI', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=115, market_price=0.8239),\n",
       " 'TAO/USD': Market(internal_pair='TAO', base='TAO', quote='USD', price_precision=0.01, contract_precision=0.001, contract_size=1.0, min_contracts=0.001, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=116, market_price=712.33),\n",
       " 'AR/USD': Market(internal_pair='AR', base='AR', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=117, market_price=27.782),\n",
       " 'MYRO/USD': Market(internal_pair='MYRO', base='MYRO', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=118, market_price=0.13148),\n",
       " 'kFLOKI/USD': Market(internal_pair='kFLOKI', base='kFLOKI', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=119, market_price=0.2394),\n",
       " 'BOME/USD': Market(internal_pair='BOME', base='BOME', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=120, market_price=0.01021),\n",
       " 'ETHFI/USD': Market(internal_pair='ETHFI', base='ETHFI', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=121, market_price=2.7899),\n",
       " 'ENA/USD': Market(internal_pair='ENA', base='ENA', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=122, market_price=0.95865),\n",
       " 'MNT/USD': Market(internal_pair='MNT', base='MNT', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=123, market_price=1.132),\n",
       " 'TNSR/USD': Market(internal_pair='TNSR', base='TNSR', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=124, market_price=0.70475),\n",
       " 'SAGA/USD': Market(internal_pair='SAGA', base='SAGA', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=125, market_price=2.7097),\n",
       " 'MERL/USD': Market(internal_pair='MERL', base='MERL', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=126, market_price=0.49245),\n",
       " 'HBAR/USD': Market(internal_pair='HBAR', base='HBAR', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=127, market_price=0.29865),\n",
       " 'POPCAT/USD': Market(internal_pair='POPCAT', base='POPCAT', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=128, market_price=1.3728),\n",
       " 'OMNI/USD': Market(internal_pair='OMNI', base='OMNI', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=129, market_price=14.099),\n",
       " 'EIGEN/USD': Market(internal_pair='EIGEN', base='EIGEN', quote='USD', price_precision=0.0001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=130, market_price=3.9825),\n",
       " 'REZ/USD': Market(internal_pair='REZ', base='REZ', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=131, market_price=0.06128),\n",
       " 'NOT/USD': Market(internal_pair='NOT', base='NOT', quote='USD', price_precision=1e-07, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=132, market_price=0.009721),\n",
       " 'TURBO/USD': Market(internal_pair='TURBO', base='TURBO', quote='USD', price_precision=1e-07, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=133, market_price=0.008693),\n",
       " 'BRETT/USD': Market(internal_pair='BRETT', base='BRETT', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=134, market_price=0.20036),\n",
       " 'IO/USD': Market(internal_pair='IO', base='IO', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=135, market_price=3.4698),\n",
       " 'ZK/USD': Market(internal_pair='ZK', base='ZK', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=136, market_price=0.23582),\n",
       " 'BLAST/USD': Market(internal_pair='BLAST', base='BLAST', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=137, market_price=0.012754),\n",
       " 'LISTA/USD': Market(internal_pair='LISTA', base='LISTA', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=138, market_price=0.61531),\n",
       " 'MEW/USD': Market(internal_pair='MEW', base='MEW', quote='USD', price_precision=1e-07, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=139, market_price=0.009582),\n",
       " 'RENDER/USD': Market(internal_pair='RENDER', base='RENDER', quote='USD', price_precision=0.001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=140, market_price=10.085),\n",
       " 'kDOGS/USD': Market(internal_pair='kDOGS', base='kDOGS', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=141, market_price=0.81328),\n",
       " 'POL/USD': Market(internal_pair='POL', base='POL', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=142, market_price=0.70693),\n",
       " 'CATI/USD': Market(internal_pair='CATI', base='CATI', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=143, market_price=0.5853),\n",
       " 'CELO/USD': Market(internal_pair='CELO', base='CELO', quote='USD', price_precision=0.0001, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=144, market_price=1.0625),\n",
       " 'HMSTR/USD': Market(internal_pair='HMSTR', base='HMSTR', quote='USD', price_precision=1e-07, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=145, market_price=0.004446),\n",
       " 'SCR/USD': Market(internal_pair='SCR', base='SCR', quote='USD', price_precision=1e-05, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=146, market_price=0.95931),\n",
       " 'NEIROETH/USD': Market(internal_pair='NEIROETH', base='NEIROETH', quote='USD', price_precision=1e-06, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=147, market_price=0.080833),\n",
       " 'kNEIRO/USD': Market(internal_pair='kNEIRO', base='kNEIRO', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=148, market_price=1.8045),\n",
       " 'GOAT/USD': Market(internal_pair='GOAT', base='GOAT', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=149, market_price=0.79319),\n",
       " 'MOODENG/USD': Market(internal_pair='MOODENG', base='MOODENG', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=150, market_price=0.47244),\n",
       " 'GRASS/USD': Market(internal_pair='GRASS', base='GRASS', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=151, market_price=3.0675),\n",
       " 'PURR/USD': Market(internal_pair='PURR', base='PURR', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=152, market_price=0.25505),\n",
       " 'PNUT/USD': Market(internal_pair='PNUT', base='PNUT', quote='USD', price_precision=0.0001, contract_precision=0.1, contract_size=1.0, min_contracts=0.1, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=153, market_price=1.3989),\n",
       " 'XLM/USD': Market(internal_pair='XLM', base='XLM', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=154, market_price=0.4912),\n",
       " 'CHILLGUY/USD': Market(internal_pair='CHILLGUY', base='CHILLGUY', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=155, market_price=0.4676),\n",
       " 'SAND/USD': Market(internal_pair='SAND', base='SAND', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=156, market_price=0.93988),\n",
       " 'IOTA/USD': Market(internal_pair='IOTA', base='IOTA', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=157, market_price=0.4828),\n",
       " 'ALGO/USD': Market(internal_pair='ALGO', base='ALGO', quote='USD', price_precision=1e-05, contract_precision=1.0, contract_size=1.0, min_contracts=1.0, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=158, market_price=0.4797),\n",
       " 'HYPE/USD': Market(internal_pair='HYPE', base='HYPE', quote='USD', price_precision=0.001, contract_precision=0.01, contract_size=1.0, min_contracts=0.01, max_contracts=inf, min_cost=10.0, max_cost=inf, coin_index=159, market_price=12.751)}"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ex = PerpHyperliquid(\n",
    "    public_adress=\"\",\n",
    "    private_key=\"\",\n",
    ")\n",
    "await ex.load_markets()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2024-11-19 04:00:00</th>\n",
       "      <td>91530.0</td>\n",
       "      <td>92154.0</td>\n",
       "      <td>91314.0</td>\n",
       "      <td>91721.0</td>\n",
       "      <td>879.51607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 08:00:00</th>\n",
       "      <td>91724.0</td>\n",
       "      <td>92043.0</td>\n",
       "      <td>91281.0</td>\n",
       "      <td>91753.0</td>\n",
       "      <td>602.08539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 12:00:00</th>\n",
       "      <td>91750.0</td>\n",
       "      <td>92948.0</td>\n",
       "      <td>91061.0</td>\n",
       "      <td>92490.0</td>\n",
       "      <td>2070.59951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 16:00:00</th>\n",
       "      <td>92481.0</td>\n",
       "      <td>94000.0</td>\n",
       "      <td>92238.0</td>\n",
       "      <td>93305.0</td>\n",
       "      <td>2076.23251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 20:00:00</th>\n",
       "      <td>93310.0</td>\n",
       "      <td>93667.0</td>\n",
       "      <td>91351.0</td>\n",
       "      <td>92366.0</td>\n",
       "      <td>2486.32902</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 00:00:00</th>\n",
       "      <td>98666.0</td>\n",
       "      <td>104940.0</td>\n",
       "      <td>97939.0</td>\n",
       "      <td>103100.0</td>\n",
       "      <td>9673.92963</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 04:00:00</th>\n",
       "      <td>103099.0</td>\n",
       "      <td>103740.0</td>\n",
       "      <td>101474.0</td>\n",
       "      <td>102400.0</td>\n",
       "      <td>3881.20232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 08:00:00</th>\n",
       "      <td>102410.0</td>\n",
       "      <td>103395.0</td>\n",
       "      <td>102388.0</td>\n",
       "      <td>102710.0</td>\n",
       "      <td>1866.70872</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 12:00:00</th>\n",
       "      <td>102709.0</td>\n",
       "      <td>103772.0</td>\n",
       "      <td>100901.0</td>\n",
       "      <td>101364.0</td>\n",
       "      <td>5428.01772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 16:00:00</th>\n",
       "      <td>101378.0</td>\n",
       "      <td>102230.0</td>\n",
       "      <td>100573.0</td>\n",
       "      <td>101119.0</td>\n",
       "      <td>4290.86108</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         open      high       low     close      volume\n",
       "date                                                                   \n",
       "2024-11-19 04:00:00   91530.0   92154.0   91314.0   91721.0   879.51607\n",
       "2024-11-19 08:00:00   91724.0   92043.0   91281.0   91753.0   602.08539\n",
       "2024-11-19 12:00:00   91750.0   92948.0   91061.0   92490.0  2070.59951\n",
       "2024-11-19 16:00:00   92481.0   94000.0   92238.0   93305.0  2076.23251\n",
       "2024-11-19 20:00:00   93310.0   93667.0   91351.0   92366.0  2486.32902\n",
       "...                       ...       ...       ...       ...         ...\n",
       "2024-12-05 00:00:00   98666.0  104940.0   97939.0  103100.0  9673.92963\n",
       "2024-12-05 04:00:00  103099.0  103740.0  101474.0  102400.0  3881.20232\n",
       "2024-12-05 08:00:00  102410.0  103395.0  102388.0  102710.0  1866.70872\n",
       "2024-12-05 12:00:00  102709.0  103772.0  100901.0  101364.0  5428.01772\n",
       "2024-12-05 16:00:00  101378.0  102230.0  100573.0  101119.0  4290.86108\n",
       "\n",
       "[100 rows x 5 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = await ex.get_last_ohlcv(\"BTC/USD\", \"4h\", limit=100)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "      <th>rsi</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2024-11-19 04:00:00</th>\n",
       "      <td>91530.0</td>\n",
       "      <td>92154.0</td>\n",
       "      <td>91314.0</td>\n",
       "      <td>91721.0</td>\n",
       "      <td>879.51607</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 08:00:00</th>\n",
       "      <td>91724.0</td>\n",
       "      <td>92043.0</td>\n",
       "      <td>91281.0</td>\n",
       "      <td>91753.0</td>\n",
       "      <td>602.08539</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 12:00:00</th>\n",
       "      <td>91750.0</td>\n",
       "      <td>92948.0</td>\n",
       "      <td>91061.0</td>\n",
       "      <td>92490.0</td>\n",
       "      <td>2070.59951</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 16:00:00</th>\n",
       "      <td>92481.0</td>\n",
       "      <td>94000.0</td>\n",
       "      <td>92238.0</td>\n",
       "      <td>93305.0</td>\n",
       "      <td>2076.23251</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-11-19 20:00:00</th>\n",
       "      <td>93310.0</td>\n",
       "      <td>93667.0</td>\n",
       "      <td>91351.0</td>\n",
       "      <td>92366.0</td>\n",
       "      <td>2486.32902</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 00:00:00</th>\n",
       "      <td>98666.0</td>\n",
       "      <td>104940.0</td>\n",
       "      <td>97939.0</td>\n",
       "      <td>103100.0</td>\n",
       "      <td>9673.92963</td>\n",
       "      <td>76.359750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 04:00:00</th>\n",
       "      <td>103099.0</td>\n",
       "      <td>103740.0</td>\n",
       "      <td>101474.0</td>\n",
       "      <td>102400.0</td>\n",
       "      <td>3881.20232</td>\n",
       "      <td>72.094959</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 08:00:00</th>\n",
       "      <td>102410.0</td>\n",
       "      <td>103395.0</td>\n",
       "      <td>102388.0</td>\n",
       "      <td>102710.0</td>\n",
       "      <td>1866.70872</td>\n",
       "      <td>72.818974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 12:00:00</th>\n",
       "      <td>102709.0</td>\n",
       "      <td>103772.0</td>\n",
       "      <td>100901.0</td>\n",
       "      <td>101364.0</td>\n",
       "      <td>5428.01772</td>\n",
       "      <td>64.940398</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-12-05 16:00:00</th>\n",
       "      <td>101378.0</td>\n",
       "      <td>102230.0</td>\n",
       "      <td>100573.0</td>\n",
       "      <td>101119.0</td>\n",
       "      <td>4290.86108</td>\n",
       "      <td>63.591716</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         open      high       low     close      volume  \\\n",
       "date                                                                      \n",
       "2024-11-19 04:00:00   91530.0   92154.0   91314.0   91721.0   879.51607   \n",
       "2024-11-19 08:00:00   91724.0   92043.0   91281.0   91753.0   602.08539   \n",
       "2024-11-19 12:00:00   91750.0   92948.0   91061.0   92490.0  2070.59951   \n",
       "2024-11-19 16:00:00   92481.0   94000.0   92238.0   93305.0  2076.23251   \n",
       "2024-11-19 20:00:00   93310.0   93667.0   91351.0   92366.0  2486.32902   \n",
       "...                       ...       ...       ...       ...         ...   \n",
       "2024-12-05 00:00:00   98666.0  104940.0   97939.0  103100.0  9673.92963   \n",
       "2024-12-05 04:00:00  103099.0  103740.0  101474.0  102400.0  3881.20232   \n",
       "2024-12-05 08:00:00  102410.0  103395.0  102388.0  102710.0  1866.70872   \n",
       "2024-12-05 12:00:00  102709.0  103772.0  100901.0  101364.0  5428.01772   \n",
       "2024-12-05 16:00:00  101378.0  102230.0  100573.0  101119.0  4290.86108   \n",
       "\n",
       "                           rsi  \n",
       "date                            \n",
       "2024-11-19 04:00:00        NaN  \n",
       "2024-11-19 08:00:00        NaN  \n",
       "2024-11-19 12:00:00        NaN  \n",
       "2024-11-19 16:00:00        NaN  \n",
       "2024-11-19 20:00:00        NaN  \n",
       "...                        ...  \n",
       "2024-12-05 00:00:00  76.359750  \n",
       "2024-12-05 04:00:00  72.094959  \n",
       "2024-12-05 08:00:00  72.818974  \n",
       "2024-12-05 12:00:00  64.940398  \n",
       "2024-12-05 16:00:00  63.591716  \n",
       "\n",
       "[100 rows x 6 columns]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"rsi\"] = ta.momentum.rsi(df[\"close\"], 14)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total=2008.169665 free=2008.169665 used=0.0\n"
     ]
    }
   ],
   "source": [
    "usd = await ex.get_balance()\n",
    "print(usd)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[]\n"
     ]
    }
   ],
   "source": [
    "positions = await ex.get_open_positions(pairs=[\"BTC/USD\"])\n",
    "print(positions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "id='52994325784' pair='BTC/USD' type='limit' side='sell' price=101216.0 size=0.002 reduce=False filled=0.002 remaining=0.0 timestamp=1733421284194\n"
     ]
    }
   ],
   "source": [
    "rsi = 80\n",
    "btc_price = 100000\n",
    "\n",
    "if len(positions) > 0:\n",
    "    if rsi < 70:\n",
    "        order = await ex.place_order(\"BTC/USD\", \"sell\", None, positions[0].size, \"market\", True)\n",
    "        print(order)\n",
    "\n",
    "elif len(positions) == 0:\n",
    "    if rsi > 70:\n",
    "        order = await ex.place_order(\"BTC/USD\", \"buy\", None, (usd.total * 0.1) / btc_price, \"market\", False)\n",
    "        print(order)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                         open      high       low     close      volume  \\\n",
      "date                                                                      \n",
      "2024-12-05 00:00:00   98666.0  104940.0   97939.0  103100.0  9673.92963   \n",
      "2024-12-05 04:00:00  103099.0  103740.0  101474.0  102400.0  3881.20232   \n",
      "2024-12-05 08:00:00  102410.0  103395.0  102388.0  102710.0  1866.70872   \n",
      "2024-12-05 12:00:00  102709.0  103772.0  100901.0  101364.0  5428.01772   \n",
      "2024-12-05 16:00:00  101378.0  102230.0  100573.0  101400.0  4589.10899   \n",
      "\n",
      "                           rsi  \n",
      "date                            \n",
      "2024-12-05 00:00:00  76.359750  \n",
      "2024-12-05 04:00:00  72.094959  \n",
      "2024-12-05 08:00:00  72.818974  \n",
      "2024-12-05 12:00:00  64.940398  \n",
      "2024-12-05 16:00:00  65.049316  \n",
      "Balance: 2007.924297 USD\n"
     ]
    }
   ],
   "source": [
    "ex = PerpHyperliquid(\n",
    "    public_adress=\"\",\n",
    "    private_key=\"\",\n",
    ")\n",
    "await ex.load_markets()\n",
    "\n",
    "df = await ex.get_last_ohlcv(\"BTC/USD\", \"4h\", limit=100)\n",
    "\n",
    "df[\"rsi\"] = ta.momentum.rsi(df[\"close\"], 14)\n",
    "\n",
    "print(df.iloc[-5:])\n",
    "\n",
    "usd = await ex.get_balance()\n",
    "\n",
    "print(f\"Balance: {usd.total} USD\")\n",
    "\n",
    "positions = await ex.get_open_positions(pairs=[\"BTC/USD\"])\n",
    "\n",
    "btc_price = df.iloc[-1][\"close\"]\n",
    "rsi = df.iloc[-2][\"rsi\"]\n",
    "\n",
    "if len(positions) > 0:\n",
    "    if rsi < 60:\n",
    "        order = await ex.place_order(\"BTC/USD\", \"sell\", None, positions[0].size, \"market\", True)\n",
    "        print(order)\n",
    "\n",
    "elif len(positions) == 0:\n",
    "    if rsi > 60:\n",
    "        order = await ex.place_order(\"BTC/USD\", \"buy\", None, (usd.total * 0.1) / btc_price, \"market\", False)\n",
    "        print(order)\n",
    "\n",
    "await ex.close()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}