Update app.py

app.py

@@ -17,6 +17,56 @@ st.sidebar.header('Enter the Components Details here')
 # Dropping the SRU serial number
 df.drop(['SRU serial number','Date of Manufacture','Last Maintenance Date','date of last failure'], axis = 1, inplace=True)
 
+# DATA from user
+def user_report():
+  manufacturer = st.sidebar.selectbox("Manufacturer",
+        ("JKL Company", "GHI Company","AGS Company","ABC Company","ABC Company","XYZ Company" ))
+  if manufacturer=='JKL Company':
+      manufacturer=3
+  elif manufacturer=="GHI Company":
+      manufacturer=2
+  elif manufacturer=="AGS Company":
+      manufacturer=1
+  elif manufacturer=="ABC Company":
+      manufacturer =0
+  else:
+      manufacturer=4
+  component_age = st.sidebar.slider('Component Age (in hours)', 500,2000, 600 )
+  total_operating_hours = st.sidebar.slider('Total Operating Hours)', 50,2000, 500 )
+  usage_intensity = st.sidebar.slider('Usage Intensity hours/day', 0,9, 5 )
+  last_maintance_type = st.sidebar.selectbox('Last Mantainence Type', ("Preventive","Corrective") )
+  if last_maintance_type=="Preventive":
+      last_maintance_type=1
+  else:
+      last_maintance_type=0
+  previous_number_of_repairs = st.sidebar.number_input('Enter the Previous Number of Repairs Undergone  0 to 5 )',min_value=0,max_value=5,step=1)
+  operating_temperature = st.sidebar.slider('Operating Temperature', 10,25, 15 )
+  humidity = st.sidebar.slider('Humidity', 20,105, 25 )
+  Vibration Level = st.sidebar.slider('Vibration Level', 2,7, 2.5 )
+  Pressure = st.sidebar.slider('Pressure', 200,550, 250 )
+  Power_Input_Voltage= st.slider('Power Input Voltage (V)',100,133,115)
+  repair_type = st.sidebar.selectbox('Repair Type', ("Hardware","Software") )
+  if repair_type=='Hardware':
+      repair_type=0
+  else:
+      repair_type=1
+  number_of_inspection = st.sidebar.selectbox('Number of Inspections',('1','2'))
+  if number_of_inspection=='1':
+      number_of_inspection=1
+  else:
+      number_of_inspection=2
+  number_of_inspection_6months = st.sidebar.selectbox('Number of Inspections in last 6 Months',('0','1'))
+  if number_of_inspection_6months=='0':
+      number_of_inspection_6months=0
+  else:
+      number_of_inspection_6months=1
+  prior_maintainence = st.sidebar.selectbox('Prior Maintainence',("Regular","Irregular"))
+  if prior_maintainence =='Regular':
+      prior_maintainence=1
+  else:
+      prior_maintainence=0
+
+
 def label_encoder(df):
   le = LabelEncoder()
   cat = df.select_dtypes(include='O').keys()