Spaces:
Build error
Build error
| 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_titanic.png", overwrite=True) | |
| dataset_api.download("Resources/images/confusion_matrix_titanic.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 Prediction") | |
| input_img = gr.Textbox(latest_pred, elem_id="predicted person") | |
| with gr.Column(): | |
| gr.Label("Today's Actual answer") | |
| 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_titanic.png", elem_id="recent-predictions") | |
| with gr.Column(): | |
| gr.Label("Confusion Maxtrix with Historical Prediction Performance") | |
| input_img = gr.Image("confusion_matrix_titanic.png", elem_id="confusion-matrix") | |
| demo.launch() | |