Create model.py

model.py

@@ -0,0 +1,41 @@
+'''
+Phase 2 Graded Challenge 1
+
+Nama : Achmad Dhani
+
+Batch : HCK-009
+
+Objective : Creating a page for emotion classification
+'''
+from functions import get_wordnet_pos, preprocess_text, text_model, prediction
+import streamlit as st
+import pandas as pd
+import joblib
+from PIL import Image
+
+def run():
+    '''
+    This function is for running the page for predictions
+    '''
+    st.title('What are you feeling right now ?')
+    user_input = st.text_input(label='Enter some text', 
+                           value='default text', 
+                           max_chars=50, 
+                           key='text_input_key', 
+                           type='default', 
+                           help='Try not to think, and let your heart speak', 
+                           autocomplete=None, 
+                           on_change=None, 
+                           args=None, 
+                           kwargs=None, 
+                           placeholder='Please Type here...', 
+                           disabled=False, 
+                           label_visibility='visible')
+
+    st.write('You entered:', user_input)
+
+    # button
+    if st.button(label='Predict'):
+        X= preprocess_text(user_input)
+        prediction([X])
+