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Create market_data.py
Browse files- models/market_data.py +61 -0
models/market_data.py
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from datetime import datetime
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from typing import List, Dict, Any
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from pydantic import BaseModel, Field
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class KlineData(BaseModel):
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timestamp: int
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open: float
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high: float
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low: float
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close: float
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volume: float
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@property
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def datetime(self) -> datetime:
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return datetime.fromtimestamp(self.timestamp / 1000)
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@classmethod
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def from_kucoin_data(cls, data: List[Any]) -> "KlineData":
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return cls(
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timestamp=int(data[0]),
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open=float(data[1]),
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high=float(data[2]),
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low=float(data[3]),
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close=float(data[4]),
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volume=float(data[5]),
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)
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class MarketData(BaseModel):
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symbol: str
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granularity: int
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klines: List[KlineData]
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@classmethod
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def from_kucoin_response(
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cls, response: Dict[str, Any], symbol: str, granularity: int
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):
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return cls(
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symbol=symbol,
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granularity=granularity,
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klines=[KlineData.from_kucoin_data(k) for k in response.get("data", [])],
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)
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class SymbolInfo(BaseModel):
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symbol: str
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name: str
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baseCurrency: str
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quoteCurrency: str
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maxLeverage: int
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@classmethod
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def from_kucoin_data(cls, data: Dict[str, Any]) -> "SymbolInfo":
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return cls(
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symbol=data["symbol"],
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name=data["name"],
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baseCurrency=data["baseCurrency"],
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quoteCurrency=data["quoteCurrency"],
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maxLeverage=int(data["maxLeverage"]),
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)
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