Update app.py

app.py

@@ -22,16 +22,16 @@ def greet(name):
         version = 1
     )
 
-    start_time = 1672614000000
-    #start_date = datetime.now() - timedelta(days=1)
-    #start_time = int(start_date.timestamp()) * 1000
+    # start_time = 1672614000000
+    # #start_date = datetime.now() - timedelta(days=1)
+    # #start_time = int(start_date.timestamp()) * 1000
 
 
-    X = feature_view.get_batch_data(start_time=start_time)
-    latest_date_unix = str(X.date.values[0])[:10]
-    latest_date = time.ctime(int(latest_date_unix))
+    # X = feature_view.get_batch_data(start_time=start_time)
+    # latest_date_unix = str(X.date.values[0])[:10]
+    # latest_date = time.ctime(int(latest_date_unix))
 
-    X = X.drop(columns=["date"]).fillna(0)
+    # X = X.drop(columns=["date"]).fillna(0)
 
 
     model = mr.get_model(project=project,
@@ -39,23 +39,23 @@ def greet(name):
                       evaluation_metric="f1_score",
                       sort_metrics_by="max")
 
-    preds = model.predict(X)
+#     preds = model.predict(X)
 
-   # cities = [city_tuple[0] for city_tuple in cities_coords.keys()]
+#    # cities = [city_tuple[0] for city_tuple in cities_coords.keys()]
 
-    next_day_date = datetime.today() + timedelta(days=1)
-    next_day = next_day_date.strftime ('%d/%m/%Y')
- #   df = pd.DataFrame(data=preds[0], columns=[f"AQI Predictions for {next_day}"], dtype=int)
-    str1 = ""
-#    return int(preds[0])
+#     next_day_date = datetime.today() + timedelta(days=1)
+#     next_day = next_day_date.strftime ('%d/%m/%Y')
+#  #   df = pd.DataFrame(data=preds[0], columns=[f"AQI Predictions for {next_day}"], dtype=int)
+#     str1 = ""
+# #    return int(preds[0])
 
 
-    for x in range(8):
-      if(x != 0):
-         str1 += (datetime.now() + timedelta(days=x)).strftime('%Y-%m-%d') + " predicted aqi:      " + str(int(preds[len(preds) - 8 + x]))+"\n"
+#     for x in range(8):
+#       if(x != 0):
+#          str1 += (datetime.now() + timedelta(days=x)).strftime('%Y-%m-%d') + " predicted aqi:      " + str(int(preds[len(preds) - 8 + x]))+"\n"
     
-    print(str1)
-    return str1
+#     print(str1)
+    return "model got"
 
 
 demo = gr.Interface(fn=greet, inputs="text", outputs="text")