랭그래프 활용한 주식 정보 도출 프로젝트

- yahooquery, ta 라이브러리 활용
2026-06-18 17:48:31 +09:00
parent 5f5edb1e6d
commit 3be7886bfe
20 changed files with 559 additions and 0 deletions
@@ -0,0 +1,36 @@
+import yahooquery as yf
+
+async def get_financial_info(ticker: str):
+    """
+    yfinance api 이용
+    """
+    company = yf.Ticker(ticker)
+
+    info = company.info
+    income = company.income_stmtf
+    balance = company.balance_sheet
+    cashflow = company.cash_flow
+
+    return {
+        # 시가 총액
+        "market_cap":info.get("marketCap"),
+        # 현재 주가
+        "current_price":info.get("currentPrice"),
+        # 매출
+        "revenue":income.loc["Total Revenue"].iloc[0],
+        # 손익계산
+        "operating_income":income.loc["Operating Income"].iloc[0],
+        # 순이익
+        "net_income":income.loc["Net Income"].iloc[0],
+        # 총자산
+        "total_assets":balance.loc["Total Assets"].iloc[0],
+        # 총부채
+        "total_debt":balance.loc["Total Debt"].iloc[0],
+        # 현금흐름
+        "free_cash_flow":cashflow.loc["Free Cash Flow"].iloc[0],
+        # per
+        "pe_ratio":info.get("trailingPE"),
+        # pbr
+        "pb_ratio":info.get("priceToBook")
+    }
+