wew

app.py

@@ -1,30 +1,46 @@
 import gradio as gr
 import requests
 import pandas as pd
+import matplotlib.pyplot as plt
 
-# Alpha Vantage API key
 API_KEY = "PJRAUD6KHJ2O097X"
 
-# Function to fetch stock data
-def get_stock_data(symbol):
+def get_stock_data(symbol, start_date, end_date):
     url = f"https://www.alphavantage.co/query?function=TIME_SERIES_DAILY&symbol={symbol}&apikey={API_KEY}"
     response = requests.get(url)
     data = response.json()
 
     if "Time Series (Daily)" in data:
         df = pd.DataFrame(data["Time Series (Daily)"]).T
+        df.index = pd.to_datetime(df.index)
+        df = df.loc[start_date:end_date]
         df.columns = ["Open", "High", "Low", "Close", "Volume"]
-        return df.head().to_html()  # Display the latest 5 days of data
+        
+        # Plotting
+        plt.figure(figsize=(10, 5))
+        plt.plot(df['Close'], label='Close Price')
+        plt.title(f'Closing Price of {symbol}')
+        plt.xlabel('Date')
+        plt.ylabel('Price')
+        plt.legend()
+        plt.grid(True)
+        plt.xticks(rotation=45)
+        plt.tight_layout()
+
+        return df.to_html(), gr.Image.from_matplotlib(plt)
     else:
-        return "Data not found or invalid stock symbol."
+        return "Data not found or invalid stock symbol.", None
 
-# Gradio app interface
 iface = gr.Interface(
     fn=get_stock_data,
-    inputs=gr.Textbox(label="Stock Symbol", placeholder="Enter a stock symbol (like AAPL, MSFT)"),
-    outputs="html",
-    title="Stock Market Data App",
-    description="Enter a stock symbol to fetch its daily time series data."
+    inputs=[
+        gr.Textbox(label="Stock Symbol", placeholder="Enter a stock symbol (like AAPL, MSFT)"),
+        gr.Date(label="Start Date"),
+        gr.Date(label="End Date")
+    ],
+    outputs=["html", "plot"],
+    title="Personalized Stock Market Data App",
+    description="Enter a stock symbol and date range to fetch its daily time series data."
 )
 
 if __name__ == "__main__":