Add application file

README.md

@@ -1,10 +1,10 @@
 ---
 title: Wine Prediction Dashboard
-emoji: 🏆
+emoji: 🍷
 colorFrom: yellow
 colorTo: gray
 sdk: gradio
-sdk_version: 4.4.1
+sdk_version: 3.14.0
 app_file: app.py
 pinned: false
 ---

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+from PIL import Image
+import hopsworks
+
+project = hopsworks.login()
+fs = project.get_feature_store()
+
+dataset_api = project.get_dataset_api()
+
+dataset_api.download("Resources/images/wine/df_recent.png")
+dataset_api.download("Resources/images/wine/confusion_matrix.png")
+
+with gr.Blocks() as demo:    
+    with gr.Row():
+      with gr.Column():
+          gr.Label("Recent Prediction History")
+          input_img = gr.Image("df_recent.png", elem_id="recent-predictions")
+      with gr.Column():          
+          gr.Label("Confusion Maxtrix with Historical Prediction Performance")
+          input_img = gr.Image("confusion_matrix.png", elem_id="confusion-matrix")        
+
+demo.launch()

requirements.txt

@@ -0,0 +1 @@
+hopsworks