Upload app.py

app.py

@@ -41,7 +41,7 @@ project = hopsworks.login()
 fs = project.get_feature_store()
 
 mr = project.get_model_registry()
-model = mr.get_model("salary_model", version=4)
+model = mr.get_model("salary_model", version=5)
 model_dir = model.download()
 model = joblib.load(model_dir + "/model.pkl")
 print("Model downloaded")
@@ -181,13 +181,13 @@ demo = gr.Interface(
     description="Prediction of the salary in USD",
     allow_flagging="never",
     inputs=[
-        gr.components.Number(label='Work Year', bind='work_year'),
-        gr.components.Select(label='Experience Level', options=['EN', 'MI', 'SE', 'EX'], bind='experience_level'),
-        gr.components.Select(label='Company Size', options=['S', 'M', 'L'], bind='company_size'),
-        gr.components.Select(label='Currency', options=['EUR', 'GBP', 'USD'], bind='currency'),
-        gr.components.Select(label='Job Title', options=job_title_options, bind='job_title'),
-        gr.components.TextInput(label='Country (3 letter code)', bind='country')
+        gr.components.Number(label='work_year'),
+        gr.components.Select(label='experience_level', options=['EN', 'MI', 'SE', 'EX']),
+        gr.components.Select(label='company_size', options=['S', 'M', 'L']),
+        gr.components.Select(label='currency', options=['EUR', 'GBP', 'USD']),
+        gr.components.Select(label='job_title', options=job_title_options),
+        gr.components.TextInput(label='country')
     ],
     outputs=gr.Text())
 
-demo.launch(debug=True)
+demo.launch(debug=True)