updating

app.py

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+import gradio as gr
+import hopsworks
+
+project = hopsworks.login()
+fs = project.get_feature_store()
+
+dataset_api = project.get_dataset_api()
+
+dataset_api.download("Resources/predictions/latest_prediction.txt", overwrite=True)
+dataset_api.download("Resources/predictions/actual_prediction.txt", overwrite=True)
+dataset_api.download("Resources/images/df_recent.png", overwrite=True)
+dataset_api.download("Resources/images/confusion_matrix.png", overwrite=True)
+
+with open("latest_prediction.txt") as file:
+    latest_pred = file.read()
+with open("actual_prediction.txt") as file:
+    actual_pred = file.read()
+
+with gr.Blocks() as demo:
+    with gr.Row():
+      with gr.Column():
+          gr.Label("Today's Predicted Person")
+          input_img = gr.Textbox(latest_pred, elem_id="predicted person")
+      with gr.Column():          
+          gr.Label("Today's Actual Person")
+          input_img = gr.Textbox(actual_pred, elem_id="actual person")        
+    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()