Update app.py

app.py

@@ -14,23 +14,28 @@ from functions import *
 project = hopsworks.login()
 	
 
-start_date = datetime.now() - timedelta(days=1)
-start_time = int(start_date.timestamp()) * 1000
-X = pd.read_csv('x.csv')
+def air_quality():
+    start_date = datetime.now() - timedelta(days=1)
+    start_time = int(start_date.timestamp()) * 1000
+    X = pd.read_csv('x.csv')
 
-#X = X.drop(columns=["date"]).fillna(0)
+    #X = X.drop(columns=["date"]).fillna(0)
 
-X = X.drop(X.columns[0],axis=1)
+    X = X.drop(X.columns[0],axis=1)
 
+    mr = project.get_model_registry()
+    model = mr.get_model("gradient_boost_paris_model", version=1)
+    model_dir = model.download()
+    model = joblib.load(model_dir + "/model.pkl")
+	    
+    preds = model.predict(X)
+    print(model.predict(X)[:7])
 
+    return preds
 
-mr = project.get_model_registry()
-model = mr.get_model("gradient_boost_paris_model", version=1)
-model_dir = model.download()
-model = joblib.load(model_dir + "/model.pkl")
-	    
-preds = model.predict(X)
-print(model.predict(X)[:7])	
+
+
+	
 	
     
 demo = gr.Interface(fn=air_quality, title="Air quality predictor",