Update app.py

app.py

@@ -10,8 +10,7 @@ url_stocks = "https://financialmodelingprep.com/api/v3/stock/list?apikey="
 url_sentiment = "https://yaakovy-fin-proj-docker.hf.space/ticker/"
 url_timeGpt =  "https://ofirmatzlawi-fin-proj-docker-1.hf.space/ticker/"
 url_forecast_eod = "https://yaakovy-lasthourforcast.hf.space/ticker/"  
- 
-
+url_forecast_eod24 = "https://ofirmatzlawi-fin-proj-docker-2.hf.space/ticker/"
  
 def get_max_sentiment(row):
     if row["sentiment_score"] > 0.05:  # Threshold for positive sentiment
@@ -22,7 +21,6 @@ def get_max_sentiment(row):
         return "neutral"
  
 
-
 def get_sentiment_data(stock_info):
     symbol = stock_info.info['symbol']
     url_sentiment_with_ticker = f"{url_sentiment}{symbol}"
@@ -44,18 +42,29 @@ def print_sentiment(stock_info):
         return df
 
  
+def get_eod_forecast24(stock_info):
+    symbol = stock_info.info['symbol']
+    url_forecast_eod_with_ticker = f"{url_forecast_eod24}{symbol}"
+    response = requests.get(url_forecast_eod_with_ticker)
+    if response.status_code == 200:
+        eod_forecast = json.loads(response.json())         
+        #st.write(json_data)
+        #eod_forecast = json_data["latest_prediction"]
+        return eod_forecast
+    else:
+        return 
+    
 def get_eod_forecast(stock_info):
     symbol = stock_info.info['symbol']
     url_forecast_eod_with_ticker = f"{url_forecast_eod}{symbol}"
     response = requests.get(url_forecast_eod_with_ticker)
     if response.status_code == 200:
         json_data = json.loads(response.json())         
+       
         eod_forecast = json_data["latest_prediction"]
         return eod_forecast
     else:
         return 
-    
-
    
 def print_sentiment_summery(df) :
     column_name = "sentiment"
@@ -91,13 +100,12 @@ def get_stock_info_from_html(stock_info):
             f"<b>Stock Price: </b>  {si['currentPrice']} {str(si['financialCurrency'])}")
     return text
 
+
+
 def get_forecast_html(stock_info):
 
     currentPrice = stock_info.info['currentPrice']
     eod_forecast = get_eod_forecast(stock_info)
-    #st.write(eod_forecast)
-    #eod_forecast = float(get_eod_forecast(stock_info))
-    #st.write(type(eod_forecast))
     eod_forecast_price = currentPrice * (1 + eod_forecast/100)
     color = 'red' if eod_forecast < 0 else 'green'
     mark = '+' if eod_forecast >= 0 else '-'
@@ -107,7 +115,17 @@ def get_forecast_html(stock_info):
           
     return html
     
-     
+def get_forecast_html24(stock_info):
+
+    currentPrice = stock_info.info['currentPrice']
+    eod_forecast = get_eod_forecast24(stock_info)
+    eod_forecast_price = currentPrice * (1 + eod_forecast/100)
+    color = 'red' if eod_forecast < 0 else 'green'
+    mark = '+' if eod_forecast >= 0 else '-'
+    eod_forecast_p = abs(round(eod_forecast, 2))  
+    html = (f"<b>EOD Tomorrow Close Price: </b> <span style='color:{color};'> {eod_forecast_price:.2f} </span> &emsp;  <span style='color:{color};'> {mark}{eod_forecast_p}% </span> ")
+          
+    return html 
 
 def plot_graph(stock_info):
     period = st.session_state.chart_time_frame or "5Y" 
@@ -202,5 +220,6 @@ with st.spinner('Wait for it...'):
             df = print_sentiment(stock_info)
             st.write(f"<H6>Sentiment summery</H6>", unsafe_allow_html=True)
             print_sentiment_summery(df)
-            st.write(f"<H4>Prediction</H4>", unsafe_allow_html=True)
-            st.write(get_forecast_html(stock_info), unsafe_allow_html=True) 
+            st.write(f"<H4>Forecasting</H4>", unsafe_allow_html=True)
+            st.write(get_forecast_html(stock_info), unsafe_allow_html=True) 
+            st.write(get_forecast_html24(stock_info), unsafe_allow_html=True)