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README.md

@@ -1,12 +1,13 @@
 ---
 title: Titanic Monitoring
-emoji: 🐠
-colorFrom: yellow
-colorTo: purple
+emoji: 💻
+colorFrom: purple
+colorTo: yellow
 sdk: gradio
-sdk_version: 3.10.1
+sdk_version: 3.8.2
 app_file: app.py
 pinned: false
+license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

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/images/latest_titanic.png", overwrite=True)
+dataset_api.download("Resources/images/actual_titanic.png", overwrite=True)
+dataset_api.download("Resources/images/df_titanic_recent.png", overwrite=True) # naming!
+dataset_api.download("Resources/images/titanic_confusion_matrix.png", overwrite=True) # naming!
+
+with gr.Blocks() as demo:
+    with gr.Row():
+        with gr.Column():
+            gr.Label("Today's Predicted Titanic Survival")
+            input_img = gr.Image("latest_titanic.png", elem_id="predicted-img")
+        with gr.Column():
+            gr.Label("Today's Actual Titanic Survival")
+            input_img = gr.Image("actual_titanic.png", elem_id="actual-img")
+    with gr.Row():
+        with gr.Column():
+            gr.Label("Recent Prediction History")
+            input_img = gr.Image("df_titanic_recent.png", elem_id="recent-predictions")
+        with gr.Column():
+            gr.Label("Confusion Maxtrix with Historical Prediction Performance")
+            input_img = gr.Image("titanic_confusion_matrix.png", elem_id="confusion-matrix")
+
+demo.launch()

requirements.txt

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+hopsworks