Update app.py

app.py

@@ -6,9 +6,9 @@ import matplotlib.pyplot as plt
 import requests
 import json
  
- 
+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/"
 
 
 def get_max_sentiment(row):
@@ -21,7 +21,6 @@ def get_max_sentiment(row):
         return 'pos'
 
 
-
 def get_sentiment_data(stock_info):
     symbol = stock_info.info['symbol']
     url_sentiment_with_ticker = f"{url_sentiment}{symbol}"
@@ -51,8 +50,7 @@ def print_sentiment_summery(df)  :
     st.dataframe(df_sentiment, hide_index =True )
     return df_sentiment
 
- 
-    print(df_new.to_string())
+
 
 def print_stock_info(stock_info):
     stock_info_html = get_stock_info_from_html(stock_info.info)
@@ -71,6 +69,7 @@ def print_stock_info(stock_info):
         
 def get_stock_info_from_html(stock_info):
     si = stock_info
+     
     text = (f"<b>Comp. Name: </b> {si['longName']}, {si['city']}, {si.get('state', '')} {si['country']} <br>"
             f"<b>Web site: </b>   <a href=\"{si['website']}\">{si['website']}</a> <br>"
             f"<b>Stock Price: </b>  {si['currentPrice']} {str(si['financialCurrency'])}")
@@ -86,7 +85,33 @@ def plot_graph(stock_info):
     plt.title(f"{name} Stock Price")
     return plt
 
+
+
+def print_timeGpt(stock_info):
+    symbol = stock_info.info['symbol']
+    url_timeGpt_with_ticker = f"{url_timeGpt}{symbol}"
+    response = requests.get(url_timeGpt_with_ticker)
+    if response.status_code == 200:
+        json_data = json.loads(response.json()) 
+        #st.write(json_data)
+        json_data = json.loads(response.json()) 
+ 
+        data = json_data["data"]
+        converted_data = []
+
+        for row in data:
+            converted_data.append({"Date": row[0], "TimeGPT": row[1]}) 
+  
+        df = pd.DataFrame(converted_data)
+        st.dataframe(df)
+        return df
+    else:
+        return 
+    
+    
+    
 st.set_page_config(page_title="Senty Sense")
+ 
 st.markdown(
         """
             <style>
@@ -103,7 +128,6 @@ st.markdown(
 
 
 st.title('_SentySense_')  #PriceProphet, Sentyment, Trendsetter Bullseye
-
 par1 = "Our stock market platform gives you real-time data, historical insights, and in-depth news to help you make informed investment decisions."
 st.write(par1, unsafe_allow_html=True)
  
@@ -145,4 +169,9 @@ with st.spinner('Wait for it...'):
             df = print_sentiment(stock_info)
             st.write('Sentiment summery')
             print_sentiment_summery(df)
+            st.write('Prediction')
+            print_timeGpt(stock_info)
+
+
+