Update app.py

app.py

@@ -127,10 +127,6 @@ def _collect_pngs(folder: Path):
     return sorted(str(p.resolve()) for p in folder.rglob("*.png"))
 
 def _run_capture(cmd, cwd: Path, env: dict, timeout_s: int = 900):
-    """
-    Run a subprocess and capture stdout/stderr.
-    Timeout prevents Spaces from hanging forever.
-    """
     try:
         result = subprocess.run(
             cmd,
@@ -252,7 +248,7 @@ def build_ui():
             )
 
             gr.HTML('<div id="down"></div>')
-            with gr.Group():  
+            with gr.Group():
                 gr.Markdown(
                     """
 <div class="tq-card-title">DOWN / AntiDown</div>
@@ -264,11 +260,7 @@ def build_ui():
                     with gr.Column(scale=1, min_width=280):
                         run_down_btn = gr.Button("Run DOWN Pipeline", variant="primary", elem_id="btn_down")
                         with gr.Accordion("Advanced parameters", open=False):
-                            down_eps = gr.Slider(
-                                50, 500, step=50, value=200,
-                                label="Episodes per phase"
-                            )
-
+                            down_eps = gr.Slider(50, 500, step=50, value=200, label="Episodes per phase")
                         with gr.Accordion("Run status / logs", open=False):
                             down_meta = gr.JSON(label="Run status", elem_id="down_meta")
                         gr.Markdown(
@@ -278,14 +270,11 @@ Tip: start with 200 episodes. Increase only when you need cleaner trends in plot
 </div>
 """
                         )
-
                     with gr.Column(scale=2, min_width=420):
-                        gr.Markdown(
-                            '<div class="tq-card-title">Generated artifacts</div>'
-                        )
+                        gr.Markdown('<div class="tq-card-title">Generated artifacts</div>')
                         down_gallery = gr.Gallery(
                             show_label=False,
-                            columns=1, 
+                            columns=1,
                             height=240,
                             elem_id="down_gallery",
                             preview=True,
@@ -299,6 +288,7 @@ Tip: start with 200 episodes. Increase only when you need cleaner trends in plot
                 )
 
             gr.Markdown("---")
+
             gr.HTML('<div id="strange"></div>')
             with gr.Group():
                 gr.Markdown(
@@ -311,10 +301,8 @@ Tip: start with 200 episodes. Increase only when you need cleaner trends in plot
                 with gr.Row(equal_height=True):
                     with gr.Column(scale=1, min_width=280):
                         run_strange_btn = gr.Button("Run STRANGE Pipeline", variant="primary", elem_id="btn_strange")
-
                         with gr.Accordion("Run status / logs", open=False):
                             strange_meta = gr.JSON(label="Run status", elem_id="strange_meta")
-
                         gr.Markdown(
                             """
 <div class="tq-card-subtitle">
@@ -322,7 +310,6 @@ This pipeline explores stability under non-stationarity: when the world changes
 </div>
 """
                         )
-
                     with gr.Column(scale=2, min_width=420):
                         gr.Markdown('<div class="tq-card-title">Generated artifacts</div>')
                         strange_gallery = gr.Gallery(
@@ -354,7 +341,6 @@ This pipeline explores stability under non-stationarity: when the world changes
 
     return demo
 
-
 demo = build_ui()
 
 if __name__ == "__main__":
@@ -362,4 +348,4 @@ if __name__ == "__main__":
         server_name="0.0.0.0",
         server_port=int(os.getenv("PORT", "7860")),
         show_api=False,
-    )
+    )