Update app.py

app.py

@@ -6,25 +6,23 @@ import requests
 import hopsworks
 import joblib
 
+project = hopsworks.login()
+fs = project.get_feature_store()
+dataset_api = project.get_dataset_api()
 
-def filter_records(records, gender):
-    return records[records["gender"] == gender]
+def update():
+    dataset_api.download("Resources/aqi_results.csv")
+    aqi = pd.read_csv('aqi_results.csv')
+    return aqi
 
-
-demo = gr.Interface(
-    filter_records,
-    [
-        gr.Dataframe(
-            headers=["name", "age", "gender"],
-            datatype=["str", "number", "str"],
-            row_count=5,
-            col_count=(3, "fixed"),
-        ),
-        gr.Dropdown(["M", "F", "O"]),
-    ],
-    "dataframe",
-    description="Enter gender as 'M', 'F', or 'O' for other.",
-)
+with gr.Blocks() as demo:
+    gr.Markdown("Air Quality Index Prediction")
+    with gr.Row():
+      with gr.Column():
+          gr.Label("Predicted AQI in next 7 days in Singapore")
+          out = gr.Dataframe()
+    btn = gr.Button("Refresh")
+    btn.click(fn=update, inputs=None, outputs=out)
 
 if __name__ == "__main__":
     demo.launch()