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Running on Zero
Running on Zero
| """Submit Eval β is your Build Small hackathon Space ready to submit? | |
| gr.Server app: plain FastAPI routes serve the HTMX shell and fragments; | |
| the LLM review runs as a Gradio-queued endpoint (ZeroGPU) streaming HTML | |
| chunks that bridge.js swaps into the page. | |
| """ | |
| import os | |
| # Writable HF cache BEFORE anything imports huggingface_hub (gradio does). | |
| # preload_from_hub bakes a cache owned by the build user into the image; | |
| # any runtime download into it dies with EACCES (xet_get, os error 13) β | |
| # so models download at startup/first-use into an app-local cache instead. | |
| _CACHE_ROOT = os.path.join(os.path.dirname(os.path.abspath(__file__)), ".cache") | |
| for _var, _sub in (("HF_HOME", "hf"), ("HF_XET_CACHE", "xet"), ("TMPDIR", "tmp")): | |
| _path = os.path.join(_CACHE_ROOT, _sub) | |
| os.makedirs(_path, exist_ok=True) | |
| os.environ[_var] = _path | |
| import time | |
| from collections.abc import Iterator | |
| import gradio as gr | |
| import markdown | |
| from fastapi import Form | |
| from fastapi.responses import FileResponse, HTMLResponse | |
| from fastapi.staticfiles import StaticFiles | |
| import checks | |
| import llm | |
| import presenters | |
| FRONTEND_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "frontend") | |
| app = gr.Server() | |
| # checks already ran when the review starts β cache them briefly so the | |
| # review endpoint doesn't redo a dozen Hub API calls | |
| EVAL_TTL_S = 15 * 60 | |
| _eval_cache: dict[str, tuple[float, checks.Evaluation]] = {} | |
| def _evaluate_cached(space: str) -> checks.Evaluation: | |
| name = checks.normalize_space_name(space) | |
| hit = _eval_cache.get(name) | |
| if hit and time.monotonic() - hit[0] < EVAL_TTL_S: | |
| return hit[1] | |
| ev = checks.evaluate_space(name) | |
| _eval_cache[name] = (time.monotonic(), ev) | |
| return ev | |
| def index() -> FileResponse: | |
| return FileResponse(os.path.join(FRONTEND_DIR, "index.html")) | |
| def ui_spaces() -> HTMLResponse: | |
| return HTMLResponse(presenters.render_space_options(checks.list_org_spaces())) | |
| def ui_check(space: str = Form(""), model: str = Form(llm.DEFAULT_MODEL)) -> HTMLResponse: | |
| if not space.strip(): | |
| return HTMLResponse(presenters.render_error( | |
| "Pick a space from the dropdown (or paste its name) first.")) | |
| if model not in llm.MODELS: | |
| model = llm.DEFAULT_MODEL | |
| ev = _evaluate_cached(space) | |
| if not ev.exists: | |
| return HTMLResponse(presenters.render_error(ev.error)) | |
| return HTMLResponse(presenters.render_results(ev, model, llm.MODELS[model])) | |
| def review_api(space: str, model_id: str) -> Iterator[str]: | |
| """Stream the review block body as rendered-markdown HTML chunks. | |
| The Iterator[str] annotation is load-bearing: gr.Server infers the | |
| endpoint's output count from it β without it every yield is dropped. | |
| """ | |
| if model_id not in llm.MODELS: | |
| model_id = llm.DEFAULT_MODEL | |
| ev = _evaluate_cached(space) | |
| text = "" | |
| for text in llm.generate_review(model_id, ev.to_dict()): | |
| yield presenters.render_review_chunk(_md(text), done=False) | |
| yield presenters.render_review_chunk(_md(text), done=True) | |
| def _md(text: str) -> str: | |
| return markdown.markdown(text, extensions=["sane_lists", "tables"]) | |
| app.mount("/static", StaticFiles(directory=FRONTEND_DIR), name="static") | |
| if __name__ == "__main__": | |
| app.launch(server_name="0.0.0.0") | |