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"""YFinance Equity Quote Model"""
# pylint: disable=unused-argument
import asyncio
import warnings
from typing import Any, Dict, List, Optional
from openbb_core.provider.abstract.fetcher import Fetcher
from openbb_core.provider.standard_models.equity_quote import (
EquityQuoteData,
EquityQuoteQueryParams,
)
from pydantic import Field
from yfinance import Ticker
_warn = warnings.warn
class YFinanceEquityQuoteQueryParams(EquityQuoteQueryParams):
"""YFinance Equity Quote query params."""
class YFinanceEquityQuoteData(EquityQuoteData):
"""YFinance Equity Quote Data."""
__alias_dict__ = {
"name": "longName",
"asset_type": "quoteType",
"last_price": "currentPrice",
"high": "dayHigh",
"low": "dayLow",
"prev_close": "previousClose",
"year_high": "fiftyTwoWeekHigh",
"year_low": "fiftyTwoWeekLow",
}
ma_50d: Optional[float] = Field(
default=None,
description="50-day moving average price.",
alias="fiftyDayAverage",
)
ma_200d: Optional[float] = Field(
default=None,
description="200-day moving average price.",
alias="twoHundredDayAverage",
)
volume_average: Optional[float] = Field(
default=None,
description="Average daily trading volume.",
alias="averageVolume",
)
volume_average_10d: Optional[float] = Field(
default=None,
description="Average daily trading volume in the last 10 days.",
alias="averageDailyVolume10Day",
)
currency: Optional[str] = Field(
default=None,
description="Currency of the price.",
)
class YFinanceEquityQuoteFetcher(
Fetcher[YFinanceEquityQuoteQueryParams, List[YFinanceEquityQuoteData]]
):
"""YFinance Equity Quote fetcher."""
@staticmethod
def transform_query(params: Dict[str, Any]) -> YFinanceEquityQuoteQueryParams:
"""Transform the query."""
return YFinanceEquityQuoteQueryParams(**params)
@staticmethod
async def aextract_data(
query: YFinanceEquityQuoteQueryParams,
credentials: Optional[Dict[str, str]],
**kwargs: Any,
) -> List[Dict]:
"""Extract the raw data from YFinance"""
symbols = query.symbol.split(",")
results = []
fields = [
"symbol",
"longName",
"exchange",
"quoteType",
"bid",
"bidSize",
"ask",
"askSize",
"currentPrice",
"open",
"dayHigh",
"dayLow",
"previousClose",
"volume",
"averageVolume",
"averageDailyVolume10Day",
"fiftyTwoWeekHigh",
"fiftyTwoWeekLow",
"fiftyDayAverage",
"twoHundredDayAverage",
"currency",
]
async def get_one(symbol):
"""Get the data for one ticker symbol."""
result = {}
ticker = {}
try:
ticker = Ticker(symbol).get_info()
except Exception as e:
_warn(f"Error getting data for {symbol}: {e}")
if ticker:
for field in fields:
if field in ticker:
result[field] = ticker.get(field, None)
if result:
results.append(result)
tasks = [get_one(symbol) for symbol in symbols]
await asyncio.gather(*tasks)
return results
@staticmethod
def transform_data(
query: YFinanceEquityQuoteQueryParams,
data: List[Dict],
**kwargs: Any,
) -> List[YFinanceEquityQuoteData]:
"""Transform the data."""
return [YFinanceEquityQuoteData.model_validate(d) for d in data]
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