Update app.py

app.py

@@ -1,31 +1,25 @@
 import streamlit as st
 import os
 import pandas as pd
-#from pandasai import SmartDatalake
+from pandasai import SmartDatalake
 from pandasai import SmartDataframe
 from pandasai.responses.streamlit_response import StreamlitResponse
-#import numpy as np
+import numpy as np
 #from pandasai import Agent
-#import json
-#import matplotlib.pyplot as plt
+import json
+import matplotlib.pyplot as plt
 
 os.environ['PANDASAI_API_KEY'] = "$2a$10$2s0v3C29vItNS2CO4QX10OV51/OONFCUNa4e9EU90w2Gozw88f4vK"
 
 st.set_page_config(page_title="SAP Data Analysis", layout="wide")
-uploaded_files = st.file_uploader("Choose a CSV file", accept_multiple_files=True)
-for uploaded_file in uploaded_files:
-    bytes_data = uploaded_file.read()
-    st.write("filename:", uploaded_file.name)
-    st.write(bytes_data)
 st.image('Pandas-AI-Logo.png', caption=None)
-#import pandas as pd
 uploaded_file = st.file_uploader("Upload CSV data for analysis", type=['csv'])
 st.title("Datenanalyse mit PandasAI")
 df1 = ""
 sdf = ""
 data = [{"Feb 24":"","1.":"Do","2.":"Fr","3.":"Sa","4.":"So","5.":"Mo","6.":"Di","7.":"Mi","8.":"Do","9.":"Fr","10.":"Sa","11.":"So","12.":"Mo","13.":"Di","14.":"Mi","15.":"Do","16.":"Fr","17.":"Sa","18.":"So","19.":"Mo","20.":"Di","21.":"Mi","22.":"Do","23.":"Fr","24.":"Sa","25.":"So","26.":"Mo","27.":"Di","28.":"Mi","29.":"Do"},{"Feb 24":"Standke Steffen","1.":"F","2.":"F","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"","10.":"","11.":"","12.":"","13.":"","14.":"UA","15.":"UA","16.":"","17.":"SD","18.":"SD","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"","25.":"","26.":"","27.":"","28.":"","29.":""},{"Feb 24":"Will Susanne","1.":"","2.":"TZ","3.":"","4.":"","5.":"UA","6.":"","7.":"","8.":"","9.":"TZ","10.":"","11.":"","12.":"","13.":"","14.":"","15.":"","16.":"TZ","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"TZ","24.":"","25.":"","26.":"","27.":"","28.":"","29.":""},{"Feb 24":"Raab Julia","1.":"TZ","2.":"TZ","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"TZ","9.":"TZ","10.":"BLOCKER","11.":"","12.":"Ü","13.":"Ü","14.":"Ü","15.":"TZ","16.":"TZ","17.":"BLOCKER","18.":"","19.":"","20.":"","21.":"","22.":"TZ","23.":"TZ","24.":"","25.":"SD","26.":"","27.":"","28.":"","29.":"TZ"},{"Feb 24":"Eckert Marion","1.":"","2.":"","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"Ü","10.":"","11.":"","12.":"S","13.":"S","14.":"S","15.":"S","16.":"S","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"","25.":"","26.":"S","27.":"S","28.":"S","29.":"S"},{"Feb 24":"Meder, Milena","1.":"","2.":"","3.":"","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"","10.":"","11.":"","12.":"F","13.":"F","14.":"","15.":"F","16.":"F","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"","25.":"","26.":"Voloreise","27.":"","28.":"","29.":""},{"Feb 24":"Despang Angelika","1.":"","2.":"","3.":"SD","4.":"","5.":"","6.":"","7.":"","8.":"","9.":"","10.":"","11.":"","12.":"UA","13.":"UA","14.":"UA","15.":"","16.":"","17.":"","18.":"","19.":"F","20.":"F","21.":"F","22.":"F","23.":"F","24.":"","25.":"","26.":"","27.":"","28.":"","29.":""},{"Feb 24":"Heike Beudert","1.":"TZ","2.":"0,5 U","3.":"","4.":"","5.":"TZ","6.":"","7.":"","8.":"","9.":"","10.":"SD","11.":"SD","12.":"UA","13.":"UA","14.":"TZ","15.":"TZ","16.":"TZ","17.":"","18.":"","19.":"TZ","20.":"TZ","21.":"TZ","22.":"TZ","23.":"TZ","24.":"","25.":"","26.":"F","27.":"F","28.":"F","29.":"F"},{"Feb 24":"Borst Benedikt","1.":"","2.":"","3.":"","4.":"SD","5.":"F","6.":"F","7.":"F","8.":"F","9.":"F","10.":"BLOCKER","11.":"","12.":"UA","13.":"UA","14.":"F","15.":"","16.":"","17.":"","18.":"","19.":"","20.":"","21.":"","22.":"","23.":"","24.":"BLOCKER","25.":"","26.":"","27.":"","28.":"","29.":""}]
 df = pd.DataFrame(data)
-df
+#df
 
 if uploaded_file is not None:
 
@@ -34,8 +28,12 @@ if uploaded_file is not None:
     df1 = pd.DataFrame(df1)
     df1
     sdf = SmartDataframe(df1)
-   
-container=st.empty
+bild = st.empty()  
+c = st.container()
+#with placeholder.container():
+    #st.write("This is one element")
+    #st.write("This is another")
+
 prompt = st.text_area("Enter your prompt:")
 if st.button("Generate"):
 
@@ -44,11 +42,10 @@ if st.button("Generate"):
             with st.spinner("Generating response..."):
 
                 bar = st.progress(0)
-                
-                #sdf = SmartDataframe(data)
-                #container.empty
-                st.write(sdf.chat(prompt)) 
-                st.image('./exports/charts/temp_chart.png',caption=None)
+                bild.empty()
+                c.write(sdf.chat(prompt)) 
+                if os.path.isfile(./exports/charts/temp_chart.png'):
+                    bild.write(st.image('./exports/charts/temp_chart.png',caption=None))
                 #st.write(sdf.chat(prompt))            
                 bar.progress(100)