Update app.py

app.py

@@ -144,17 +144,20 @@ def create_component_for_analysis_for_single_df(selected_files, dfs, i):
                 st.write(df_for_analysis.sample(10))
             elif action == 'Get Profile':
 
-                col_subset = st.multiselect("Select subset of columns", df.columns.values,key='filter_subset_'+ str(i))
+                full_data_check = st.checkbox("Report on all columns",key="filter_data_check"+str(i))
 
-                if not col_subset: 
+                if full_data_check:
                     st.warning("This might take a lot of time to generate the report depending on the size of the data.Select a subset of columns")
                     confirm_full_run = st.button("Run on full data")
                     if confirm_full_run:
                         pr = df_for_analysis.profile_report()
+                        st_profile_report(pr)
                 else:
-                    pr = df_for_analysis[col_subset]
-                
-                st_profile_report(pr)
+                    col_subset = st.multiselect("Select subset of columns", df.columns.values,key='filter_subset_'+ str(i))
+
+                    if col_subset: 
+                        pr = df_for_analysis[col_subset]
+                        st_profile_report(pr)
                 
             elif action == 'Summary of Data':
                 st.write(df_for_analysis.describe())