Update app.py

app.py

@@ -1,10 +1,12 @@
 import gradio as gr
-import pandas as pd
+import joblib
 import pickle
+import pandas as pd
+
 def example1():
     
-    model=pickle.load("model.pkl")
-    input_model = [[45,1.3,2,0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0,0, 0, 1]]
+    model = pickle.load(open('model.pkl', 'rb'))
+    input_model = [[65,1.8,2,0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1]]
     pred=model.predict(input_model)
     churn = "False"
     if pred[0] == 1:
@@ -15,19 +17,7 @@ def example1():
 
 def example2():
     
-    model=pickle.load("model.pkl")
-    input_model = [[7,0.8,5,0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0,0, 0, 1]]
-    pred=model.predict(input_model)
-    churn = "False"
-    if pred[0] == 0:
-        churn = "She Will Churn"
-    elif pred[0] == 1:
-        churn = "She Will Not Churn"
-    return churn
-
-def example3():
-    
-    model=pickle.load("model.pkl")
+    model = pickle.load(open('/Users/shvuuuu/Downloads/Creditfile.pkl', 'rb'))
     input_model = [[41,2,2,0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0]]
     pred=model.predict(input_model)
     churn = "False"
@@ -38,9 +28,9 @@ def example3():
     return churn
 
 
-def example4():
+def example3():
     
-    model=pickle.load("model.pkl")
+    model = pickle.load(open('/Users/shvuuuu/Downloads/Creditfile.pkl', 'rb'))
     input_model = [[10,1.1,2,0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0]]
     pred=model.predict(input_model)
     churn = "False"
@@ -49,6 +39,18 @@ def example4():
     elif pred[0] == 0:
         churn = "He Will Not Churn"
     return churn
+
+def example4():
+    
+    model = pickle.load(open('/Users/shvuuuu/Downloads/Creditfile.pkl', 'rb'))
+    input_model = [[7,0.8,5,0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0,0, 0, 1]]
+    pred=model.predict(input_model)
+    churn = "False"
+    if pred[0] == 0:
+        churn = "She Will Churn"
+    elif pred[0] == 1:
+        churn = "She Will Not Churn"
+    return churn
     
 
 def greet(Total_Transaction, Total_Ct_Chng_Q4_Q1, Total_Relationship_Count, Education=None, Annual_Income=None, Marital_Status=None, Card_Type=None):
@@ -94,7 +96,7 @@ def greet(Total_Transaction, Total_Ct_Chng_Q4_Q1, Total_Relationship_Count, Educ
         
     
     input_model = [[Total_Transaction,Total_Ct_Chng_Q4_Q1,Total_Relationship_Count,educ, edud, edug, eduh, edup, eduu, ai120, ai40, ai60, ai80, ai0, msd, msm, mss,ctb, ctg, cts]]
-    model=pickle.load("model.pkl")
+    model = pickle.load(open('/Users/shvuuuu/Downloads/Creditfile.pkl', 'rb'))
     pred=model.predict(input_model)
     churn = "False"
     if pred[0] == 1:
@@ -130,7 +132,7 @@ with gr.Blocks() as demo:
             
     with gr.Row():
         with gr.Column(scale=1,min_width=300):
-            #gr.Image("/avatars/1.png")
+            gr.Image("avatars/1.png")
             churn1 = gr.Textbox(value="", label="Churn")
             btn1 = gr.Button("PREDICT").style()
             exp =1
@@ -146,10 +148,10 @@ with gr.Blocks() as demo:
             Card Type - Silver\n
             """)
         with gr.Column(scale=2,min_width=300):
-            #gr.Image("/avatars/4.png")
+            gr.Image("avatars/4.png")
             churn2 = gr.Textbox(value="", label="Churn")
             bt2 = gr.Button("PREDICT").style()
-            bt2.click(fn=example2, inputs=[], outputs=[churn2])
+            bt2.click(fn=example4, inputs=[], outputs=[churn2])
             gr.Markdown("""
             # Medical Professional!
             Total Transaction Count - 7\n
@@ -161,10 +163,10 @@ with gr.Blocks() as demo:
             Card Type - Gold\n
             """)
         with gr.Column(scale=3,min_width=300):
-            #gr.Image("/avatars/2.png")
+            gr.Image("avatars/2.png")
             churn3 = gr.Textbox(value="", label="Churn")
             btn3 = gr.Button("PREDICT").style()
-            btn3.click(fn=example3, inputs=[], outputs=[churn3])
+            btn3.click(fn=example2, inputs=[], outputs=[churn3])
             gr.Markdown("""
             # Freelance Photographer!
             Total Transaction Count - 41\n
@@ -176,10 +178,10 @@ with gr.Blocks() as demo:
             Card Type - Blue\n
             """)
         with gr.Column(scale=4,min_width=300):
-            #gr.Image("/avatars/3.png")
+            gr.Image("avatars/3.png")
             churn4 = gr.Textbox(value="", label="Churn")
             btn4 = gr.Button("PREDICT").style()
-            btn4.click(fn=example4, inputs=[], outputs=[churn4])
+            btn4.click(fn=example3, inputs=[], outputs=[churn4])
             gr.Markdown("""
             # Retired Veteran Pensioner!
             Total Transaction Count - 10\n
@@ -191,4 +193,4 @@ with gr.Blocks() as demo:
             Card Type - GOld\n
             """)
 
-demo.launch()
+demo.launch(share=True)