# app.py – Gradio Space wrapper for modular_graph_and_candidates from __future__ import annotations import json import shutil import subprocess import tempfile from datetime import datetime, timedelta from functools import lru_cache from pathlib import Path import gradio as gr # —— refactored helpers —— from modular_graph_and_candidates import build_graph_json, generate_html HF_MAIN_REPO = "https://github.com/huggingface/transformers" # ───────────────────────────── cache repo once per 24 h ─────────────────────────── @lru_cache(maxsize=4) def clone_or_cache(repo_url: str) -> Path: """Shallow‑clone *repo_url* and reuse it for 24 h.""" tmp_root = Path(tempfile.gettempdir()) cache_dir = tmp_root / f"repo_{abs(hash(repo_url))}" stamp = cache_dir / ".cloned_at" if cache_dir.exists() and stamp.exists(): try: if datetime.utcnow() - datetime.fromisoformat(stamp.read_text().strip()) < timedelta(days=1): return cache_dir except Exception: pass # fall through → reclone shutil.rmtree(cache_dir, ignore_errors=True) subprocess.check_call(["git", "clone", "--depth", "1", repo_url, str(cache_dir)]) stamp.write_text(datetime.utcnow().isoformat()) return cache_dir # ───────────────────────────── main callback ───────────────────────────────────── def _escape_srcdoc(text: str) -> str: """Escape for inclusion inside an ' ) tmp_json = Path(tempfile.mktemp(suffix=".json")) tmp_json.write_text(json.dumps(graph), encoding="utf-8") return iframe_html, str(tmp_json) # ───────────────────────────── UI ──────────────────────────────────────────────── CUSTOM_CSS = """ #graph_html iframe {height:85vh !important; width:100% !important; border:none;} """ with gr.Blocks(css=CUSTOM_CSS) as demo: gr.Markdown("## 🔍 Modular‑candidate explorer for 🤗 Transformers") with gr.Row(): repo_in = gr.Text(value=HF_MAIN_REPO, label="Repo / fork URL") thresh = gr.Slider(0.50, 0.95, value=0.5, step=0.01, label="Similarity ≥") multi_cb = gr.Checkbox(label="Only multimodal models") sim_radio = gr.Radio(["jaccard", "embedding"], value="jaccard", label="Similarity metric") go_btn = gr.Button("Build graph") html_out = gr.HTML(elem_id="graph_html", show_label=False) json_out = gr.File(label="Download graph.json") go_btn.click(run, [repo_in, thresh, multi_cb, sim_radio], [html_out, json_out]) if __name__ == "__main__": demo.launch(allowed_paths=["static"])