update app

app.py

@@ -1,9 +1,25 @@
 import gradio as gr
+from PIL import Image
+import hopsworks
 
+project = hopsworks.login(project="SonyaStern_Lab1")
+fs = project.get_feature_store()
 
-def greet(name):
-    return "Hello " + name + "!!"
+dataset_api = project.get_dataset_api()
 
+dataset_api.download("Resources/images/confusion_matrix_diabetes_gan.png")
+dataset_api.download("Resources/images/df_diabetes_recent.png")
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+with gr.Blocks() as demo:
+    with gr.Row():
+        with gr.Column():
+            gr.Label("Recent Prediction History")
+            input_img = gr.Image("df_diabetes_recent.png", elem_id="recent-predictions")
+        with gr.Column():
+            gr.Label("Confusion Maxtrix with Historical Prediction Performance")
+            input_img = gr.Image(
+                "confusion_matrix_diabetes_gan.png", elem_id="confusion-matrix"
+            )
+
+print("launching the app")
+demo.launch()

requirements.txt

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