Spaces:
Running on Zero
Running on Zero
Probe YouTube imports through the dedicated API network
Browse files- app.py +57 -9
- packages.txt +1 -0
- requirements.txt +1 -0
- test_gpu_duration.py +22 -0
app.py
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@@ -1,7 +1,9 @@
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"""The dedicated ZeroGPU transcription API for Score Studio."""
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import logging
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import
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import shutil
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import subprocess
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import sys
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import gradio as gr
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import spaces
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import torch
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from transformers import AutoModel
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MODEL_ID = "m-a-p/SheetSage2"
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REVISION = "eab522a8168e8b8b8c4856bf8609cd86198f01fe"
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@@ -36,7 +39,7 @@ def gpu_seconds(audio, start, duration, melody_only, piano, progress=None, **kwa
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@spaces.GPU(duration=gpu_seconds)
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def transcribe(audio, start, duration, melody_only, piano, progress=gr.Progress()):
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if not audio:
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raise gr.Error("Upload an audio file first.")
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if start < 0 or not 5 <= duration <= 600:
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raise
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except Exception:
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logging.exception("Transcription failed")
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raise gr.Error("Conversion failed. Try a shorter excerpt. Details are available in the Space logs.")
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with gr.Blocks(title="Score Studio API", delete_cache=(3600, 86400)) as demo:
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preview = gr.Audio(label="Piano preview")
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downloads = gr.File(label="Downloads", file_count="multiple")
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abc = gr.Code(label="ABC notation", language=None)
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run.click(transcribe, [audio, start, duration, melody, piano],
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[status, gallery, pdf, preview, downloads, abc],
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api_name="transcribe", concurrency_limit=1)
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gr.Markdown("Powered by [SheetSage2](https://huggingface.co/m-a-p/SheetSage2), "
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"CC BY-NC 4.0. Temporary files expire after 24 hours.")
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"""The dedicated ZeroGPU transcription API for Score Studio."""
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import logging
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import json
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import os
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from pathlib import Path
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import re
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import shutil
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import subprocess
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import sys
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import gradio as gr
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import spaces
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import torch
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from transformers import AutoModel
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from yt_dlp import YoutubeDL
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MODEL_ID = "m-a-p/SheetSage2"
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REVISION = "eab522a8168e8b8b8c4856bf8609cd86198f01fe"
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@spaces.GPU(duration=gpu_seconds)
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def transcribe(audio, start, duration, melody_only, piano, progress=gr.Progress()):
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if not audio:
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raise gr.Error("Upload an audio file first.")
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if start < 0 or not 5 <= duration <= 600:
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raise
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except Exception:
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logging.exception("Transcription failed")
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raise gr.Error("Conversion failed. Try a shorter excerpt. Details are available in the Space logs.")
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def import_youtube(url):
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match = re.fullmatch(r"https?://(?:www\.|m\.|music\.)?(?:youtube\.com/(?:watch\?v=|shorts/|live/)|youtu\.be/)([A-Za-z0-9_-]{11})(?:[?&/].*)?", str(url).strip())
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if not match:
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raise gr.Error("Enter a valid YouTube video link.")
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video_id = match.group(1)
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job = Path(tempfile.mkdtemp(prefix="youtube-", dir=ROOT))
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try:
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options = {
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"quiet": True, "no_warnings": True, "noplaylist": True,
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"socket_timeout": 15, "retries": 1, "extractor_retries": 1,
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"fragment_retries": 1, "js_runtimes": {"node": {}},
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"format": "bestaudio/best", "outtmpl": str(job / "audio.%(ext)s"),
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"max_filesize": 100 * 1024 * 1024,
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}
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with YoutubeDL(options) as ydl:
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source = "https://www.youtube.com/watch?v=" + video_id
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info = ydl.extract_info(source, download=False)
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duration = float(info.get("duration") or 0)
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if info.get("is_live") or info.get("age_limit", 0) > 0:
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raise gr.Error("Live or age-restricted videos are not supported.")
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if not 5 <= duration <= 600:
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raise gr.Error("Choose a video between five seconds and ten minutes.")
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ydl.process_info(info)
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audio = next((p for p in job.glob("audio.*") if p.is_file() and p.stat().st_size > 2048), None)
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if not audio:
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raise gr.Error("No audio could be read from this video.")
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metadata = json.dumps({"title": info.get("title", "YouTube audio"),
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"artist": info.get("uploader", ""), "duration": duration,
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"thumbnail": f"https://i.ytimg.com/vi/{video_id}/hqdefault.jpg", "url": source})
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return str(audio), metadata
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except gr.Error:
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raise
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except Exception as exc:
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logging.warning("YouTube API import failed: %s", str(exc)[:800])
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if "not a bot" in str(exc).lower() or "confirm you" in str(exc).lower():
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raise gr.Error("YouTube blocked this server address.")
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raise gr.Error("The API could not download this YouTube audio.")
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with gr.Blocks(title="Score Studio API", delete_cache=(3600, 86400)) as demo:
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preview = gr.Audio(label="Piano preview")
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downloads = gr.File(label="Downloads", file_count="multiple")
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abc = gr.Code(label="ABC notation", language=None)
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run.click(transcribe, [audio, start, duration, melody, piano],
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[status, gallery, pdf, preview, downloads, abc],
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api_name="transcribe", concurrency_limit=1)
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youtube_url = gr.Textbox(visible=False)
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youtube_run = gr.Button(visible=False)
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youtube_audio = gr.File(visible=False)
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youtube_metadata = gr.Textbox(visible=False)
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youtube_run.click(import_youtube, youtube_url, [youtube_audio, youtube_metadata],
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api_name="youtube_import", concurrency_limit=2)
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gr.Markdown("Powered by [SheetSage2](https://huggingface.co/m-a-p/SheetSage2), "
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"CC BY-NC 4.0. Temporary files expire after 24 hours.")
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packages.txt
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ffmpeg
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libsndfile1
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libglib2.0-0
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libnss3
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ffmpeg
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nodejs
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libsndfile1
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libglib2.0-0
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libnss3
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requirements.txt
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mido==1.3.3
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setuptools==78.1.1
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playwright==1.58.0
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mido==1.3.3
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setuptools==78.1.1
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playwright==1.58.0
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yt-dlp[default]==2026.8.19
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test_gpu_duration.py
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"""Check the actual Gradio-injected call signature without loading CUDA weights."""
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import ast
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from pathlib import Path
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import unittest
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tree = ast.parse(Path(__file__).with_name("app.py").read_text(encoding="utf-8"))
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definition = next(node for node in tree.body if isinstance(node, ast.FunctionDef) and node.name == "gpu_seconds")
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namespace = {}
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exec(compile(ast.Module(body=[definition], type_ignores=[]), "gpu-duration", "exec"), namespace)
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class DurationTests(unittest.TestCase):
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def test_gradio_injects_progress_as_a_sixth_argument(self):
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reserve = namespace["gpu_seconds"]("audio.wav", 0, 275, False, True, object())
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self.assertGreaterEqual(reserve, 45)
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self.assertLessEqual(reserve, 300)
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def test_short_recording_does_not_reserve_full_song_budget(self):
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function = namespace["gpu_seconds"]
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self.assertLess(function("audio.wav", 0, 10, False, True), function("audio.wav", 0, 600, False, True))
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if __name__ == "__main__":
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unittest.main()
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