Update app.py

app.py

@@ -164,6 +164,23 @@ with tab3:
 with tab4:
     st.markdown('...')
 
+    # Loading the feature group with historic data for building
+    api_building_detection_features_fg = fs.get_feature_group(name = 'api_building_detection_features', version = 1)
+
+    # Function to loading the feature group with latest data for building as a dataset
+    @st.cache_data()
+    def retrieve_building_historic(feature_group=api_building_detection_features_fg):
+        api_building_detection_features_fg = feature_group.select_all()
+        df_building_historic = api_building_detection_features_fg.read(read_options={"use_hive": True})           
+        return df_building_historic
+
+    # Retrieving building data
+    building_historic = retrieve_building_historic()
+
+    # Display historic building dataset overview
+    st.subheader("Overview of the historic building dataset")
+    st.dataframe(building_historic.head())
+
     # Loading the parking detection feature view
     #parking_detection_fv = fs.get_feature_view(
     #    name = 'parking_detection_fv',
@@ -178,9 +195,7 @@ with tab4:
     # Retrieving batch data
     #batch_data = retrieve_batch_data()
 
-    # Display dataset overview
-    #st.subheader("Dataset Overview")
-    #st.dataframe(batch_data.head())
+   
 
     # Making a countplot of the predictions
     #predictions = model.predict(batch_data)