Upload app.py

app.py

@@ -127,9 +127,13 @@ def get_input_data():
         with col_ap_hi:
             session.input_data.loc[0, 'ap_hi'] = st.slider(
                 'Systolic blood pressure', 90, 200)
+            session.input_data["ap_hi"] = session.input_data["ap_hi"].astype(
+                int)
         with col_ap_lo:
             session.input_data.loc[0, 'ap_lo'] = st.slider(
                 'Diastolic blood pressure', 50, 120)
+            session.input_data["ap_lo"] = session.input_data["ap_lo"].astype(
+                int)
 
         # Row 4
         col_chole, col_gluc = st.columns(2)
@@ -143,17 +147,20 @@ def get_input_data():
                 else 3][0]
             session.input_data["cholesterol"] = (session
                                                  .input_data["cholesterol"]
+                                                 .astype(int)
                                                  .astype('category')
                                                  )
-
         with col_gluc:
             gluc = st.radio(
                 'Glucose', ['Normal', 'Above normal', 'Well above normal'])
             session.input_data.loc[0, 'gluc'] = [
                 1 if 'Normal' in gluc else 2 if 'Above normal' in gluc
                 else 3][0]
-            session.input_data["gluc"] = session.input_data["gluc"].astype(
-                'category')
+            session.input_data["gluc"] = (session
+                                          .input_data["gluc"]
+                                          .astype(int)
+                                          .astype('category')
+                                          )
 
         # Row 5
         col_alco, col_smk = st.columns(2)