Update app.py

app.py

@@ -134,11 +134,12 @@ def show_violin_plot(df):
 
 def generate_streamlit_app_code(app_title, app_subtitle, side_panel_title, analysis_tasks, requirements):
     # Generate Python code for the Streamlit app
-    analysis_functions_code = "\n".join([PREDEFINED_ANALYSIS[task]['Code'] for task in analysis_tasks])
-    analysis_tasks_code = "\n        ".join([f"{PREDEFINED_ANALYSIS[task]['Function']}(df)" for task in analysis_tasks])
+    # Here we make sure the analysis functions are correctly indented at the same level as the main function
+    analysis_functions_code = "\n    ".join([PREDEFINED_ANALYSIS[task]['Code'].replace("\n", "\n    ") for task in analysis_tasks])
+    # Here we ensure that calls to analysis functions are correctly indented within the main function
+    analysis_tasks_code = "\n        ".join([f"        {PREDEFINED_ANALYSIS[task]['Function']}(df)" for task in analysis_tasks])
     
-    code = f"""
-import streamlit as st
+    code = f"""import streamlit as st
 import pandas as pd
 import seaborn as sns
 import plotly.express as px
@@ -159,9 +160,10 @@ def main():
 
         df = load_data(uploaded_file)
 
-        {analysis_functions_code}
+{analysis_functions_code}
         
-        {analysis_tasks_code}
+        # Analysis task calls
+{analysis_tasks_code}
 
 if __name__ == "__main__":
     main()