Update app.py

app.py

@@ -13,18 +13,18 @@ from functions import *
 
 project = hopsworks.login()
 	
-models=["gradient_boost_paris_model","Random_Forest","Lasso"]## Add others models names as in hopsworks
+models=["Gradient_Boost","Random_Forest","Lasso"]## Add others models names as in hopsworks
 def air_quality(city,model_name):
     start_date = datetime.now() - timedelta(days=1)
     start_time = int(start_date.timestamp()) * 1000
-    X = pd.read_csv('x.csv')
+    X = pd.read_csv('X_train.csv')
 
     #X = X.drop(columns=["date"]).fillna(0)
 
     X = X.drop(X.columns[0],axis=1)
 
     mr = project.get_model_registry()
-    model = mr.get_model(model_name, version=2)
+    model = mr.get_model(model_name, version=3)
     model_dir = model.download()
     model = joblib.load(model_dir + "/model.pkl")
 	    
@@ -42,7 +42,7 @@ def air_quality(city,model_name):
 with gr.Blocks() as demo:
     gr.Label("Predict air quality in Paris")
     with gr.Row():
-        inp=[gr.Textbox(label='Enter city'),gr.Radio(models, value="gradient_boost_paris_model")]
+        inp=[gr.Textbox(label='Enter city'),gr.Radio(models, value="Gradient_Boost")]
         out = gr.Textbox()
     btn = gr.Button("Show prediction")
     btn.click(fn=air_quality, inputs=inp, outputs=out)