랭그래프 활용한 주식 정보 도출 프로젝트
- 투자 의견 조회
ㄴ 전반적인 주식 판단 기준(ex. 채무, 리스크 등등)을 기준으로 판단하여 도출
- 투자 추천
ex)
{
"tickers": [
"NVDA", "GOOGL", "AAPL"
],
"risk_type": "aggressive"
}
This commit is contained in:
@@ -1,4 +1,5 @@
|
||||
import yahooquery as yf
|
||||
import yfinance as yf
|
||||
# from yahooquery import Ticker
|
||||
|
||||
async def get_financial_info(ticker: str):
|
||||
"""
|
||||
@@ -7,30 +8,29 @@ async def get_financial_info(ticker: str):
|
||||
company = yf.Ticker(ticker)
|
||||
|
||||
info = company.info
|
||||
income = company.income_stmtf
|
||||
income = company.income_stmt
|
||||
balance = company.balance_sheet
|
||||
cashflow = company.cash_flow
|
||||
|
||||
return {
|
||||
# 시가 총액
|
||||
"market_cap":info.get("marketCap"),
|
||||
# 현재 주가
|
||||
"current_price":info.get("currentPrice"),
|
||||
# 시가총액
|
||||
"market_cap": info.get("marketCap"),
|
||||
# 현재주가
|
||||
"current_price": info.get("currentPrice"),
|
||||
# 매출
|
||||
"revenue":income.loc["Total Revenue"].iloc[0],
|
||||
"revenue": income.loc["Total Revenue"].iloc[0],
|
||||
# 손익계산
|
||||
"operating_income":income.loc["Operating Income"].iloc[0],
|
||||
"operating_income": income.loc["Operating Income"].iloc[0],
|
||||
# 순이익
|
||||
"net_income":income.loc["Net Income"].iloc[0],
|
||||
"net_income": income.loc["Net Income"].iloc[0],
|
||||
# 총자산
|
||||
"total_assets":balance.loc["Total Assets"].iloc[0],
|
||||
"total_assets": balance.loc["Total Assets"].iloc[0],
|
||||
# 총부채
|
||||
"total_debt":balance.loc["Total Debt"].iloc[0],
|
||||
"total_debt": balance.loc["Total Debt"].iloc[0],
|
||||
# 현금흐름
|
||||
"free_cash_flow":cashflow.loc["Free Cash Flow"].iloc[0],
|
||||
"free_cash_flow": cashflow.loc["Free Cash Flow"].iloc[0],
|
||||
# per
|
||||
"pe_ratio":info.get("trailingPE"),
|
||||
"pe_ratio": info.get("trailingPE"),
|
||||
# pbr
|
||||
"pb_ratio":info.get("priceToBook")
|
||||
}
|
||||
|
||||
"pb_ratio": info.get("priceToBook"),
|
||||
}
|
||||
Reference in New Issue
Block a user