feat: Add interactive sunburst charts for PapersWithCode tasks

app.py

@@ -111,23 +111,22 @@ with gr.Blocks() as demo:
         setup_repository_representations_tab(repos, representation_types)
     with gr.Tab("Explore PapersWithCode Tasks"):
         gr.Markdown("## PapersWithCode Tasks Visualization")
-        
-        def update_plots(min_count):
-            all_plot, selected_plot = task_visualizations.display_tasks_sunburst_charts(min_count)
-            return [all_plot, selected_plot]
-
-        interface = gr.Interface(
-            fn=update_plots,
-            inputs=[
-                gr.Slider(minimum=1, maximum=100, value=10, step=1, label="Minimum Task Count")
-            ],
-            outputs=[
-                gr.Plot(label="All Repositories"),
-                gr.Plot(label="Selected Repositories")
-            ],
-            live=True,
-            title="PapersWithCode Tasks Visualization",
-            description="Adjust the minimum task count to update the sunburst charts."
+
+        min_task_counts_slider = gr.Slider(
+            minimum=10,
+            maximum=1000,
+            value=10,
+            step=10,
+            label="Minimum Task Count",
+        )
+        with gr.Column("Task Counts"):
+            all_repos_tasks_plot = gr.Plot(label="All Repositories")
+            selected_repos_tasks_plot = gr.Plot(label="All Repositories")
+
+        min_task_counts_slider.change(
+            fn=task_visualizations.get_tasks_sunbursts,
+            inputs=[min_task_counts_slider],
+            outputs=[all_repos_tasks_plot, selected_repos_tasks_plot],
         )
 
 demo.launch()