Upload 2 files

app.py

@@ -0,0 +1,28 @@
+import gradio as gr
+import numpy as np
+from PIL import Image
+import requests
+
+import hopsworks
+import joblib
+
+project = hopsworks.login(project="test42")
+fs = project.get_feature_store()
+dataset_api = project.get_dataset_api()
+
+def update():
+    dataset_api.download("Resources/aqi_results.csv")
+    aqi = pd.read_csv('aqi_results.csv')
+    return aqi
+
+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()

requirements.txt

@@ -0,0 +1,3 @@
+hopsworks
+joblib
+scikit-learn