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f61d7024d9
* chunk space uploads * Update upload_demo_to_space.py Co-authored-by: Lucain <lucainp@gmail.com> * address comments + tweak CI --------- Co-authored-by: Lucain <lucainp@gmail.com>
149 lines
4.8 KiB
Python
149 lines
4.8 KiB
Python
import argparse
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import pathlib
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import shutil
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import sys
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import tempfile
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import textwrap
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from typing import Optional
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from huggingface_hub import CommitOperationAdd, HfApi
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def upload_demo_to_space(
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demo_name: str, space_id: str, hf_token: str, gradio_version: Optional[str]
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):
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"""
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Upload a demo from the demo directory to a Hugging Face Space in chunks of 50 files per commit.
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Args:
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demo_name: The name of the demo to upload.
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space_id: The ID of the space to upload the demo to (e.g., username/space_name).
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hf_token: Hugging Face API token with write permissions to the space.
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gradio_version: If provided, sets the Gradio version in the created space.
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Returns:
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str: URL of the uploaded Hugging Face Space.
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"""
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print(f"Uploading demo '{demo_name}' to space '{space_id}'...")
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def split_into_chunks(lst: list, n: int) -> list[list]:
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for i in range(0, len(lst), n):
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yield lst[i : i + n]
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api = HfApi()
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print("Creating repository...")
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# Create the repository if it doesn't exist
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space_url = api.create_repo(
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repo_id=space_id,
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space_sdk="gradio",
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repo_type="space",
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token=hf_token,
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exist_ok=True,
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)
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space_id = space_url.repo_id
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with tempfile.TemporaryDirectory() as tmpdir:
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demo_path = pathlib.Path.cwd() / "demo" / demo_name
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if not demo_path.exists():
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raise FileNotFoundError(f"Demo path '{demo_path}' does not exist.")
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shutil.copytree(demo_path, tmpdir, dirs_exist_ok=True)
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# update README.md with Gradio version if provided
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if gradio_version:
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readme = pathlib.Path(tmpdir, "README.md")
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readme_content = f"""
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---
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title: {space_id.split("/")[-1]}
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emoji: 💩
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colorFrom: indigo
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colorTo: indigo
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sdk: gradio
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sdk_version: {gradio_version}
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app_file: run.py
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pinned: false
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---
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"""
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readme.write_text(textwrap.dedent(readme_content))
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print("Uploading files to Hugging Face Space...")
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# Create the repository if it doesn't exist
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api.create_repo(
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repo_id=space_id,
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space_sdk="gradio",
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repo_type="space",
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token=hf_token,
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exist_ok=True,
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)
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print("Uploading files...")
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all_files = sorted([p for p in pathlib.Path(tmpdir).rglob("*") if p.is_file()])
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relative_files = [p.relative_to(tmpdir) for p in all_files]
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# Create CommitOperationAdd objects for all files
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operations = [
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CommitOperationAdd(
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path_in_repo=str(rel_path).replace("\\", "/"),
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path_or_fileobj=str(pathlib.Path(tmpdir) / rel_path),
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)
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for rel_path in relative_files
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]
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# Split operations into chunks of 50
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operation_chunks = list(split_into_chunks(operations, 50))
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for idx, chunk in enumerate(operation_chunks, start=1):
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commit_message = f"Commit {idx}: Add {len(chunk)} file(s)"
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try:
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api.create_commit(
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repo_id=space_id,
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operations=chunk,
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commit_message=commit_message,
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token=hf_token,
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repo_type="space",
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)
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print(f"Successfully committed chunk {idx} with {len(chunk)} file(s).")
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except Exception as e:
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print(f"Failed to commit chunk {idx}: {e}")
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raise e
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return f"https://huggingface.co/spaces/{space_id}"
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if __name__ == "__main__":
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print("Starting upload...")
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parser = argparse.ArgumentParser(
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description="Upload a demo to a Hugging Face Space in chunks."
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)
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parser.add_argument("demo_name", type=str, help="Name of the demo to upload")
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parser.add_argument(
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"space_id",
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type=str,
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help="ID of the space to upload the demo to (e.g., username/space_name)",
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)
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parser.add_argument("hf_token", type=str, help="Hugging Face API token")
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parser.add_argument(
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"--gradio-version",
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type=str,
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help="If provided, sets the Gradio version in the created space to the given version.",
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)
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args = parser.parse_args()
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try:
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print("Uploading demo to Hugging Face Space...")
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new_space_url = upload_demo_to_space(
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args.demo_name, args.space_id, args.hf_token, args.gradio_version
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)
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print("Demo successfully uploaded to:")
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# do not change the final print statement,
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# it must appear as the last line of the logs for CI to pick up the URL
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print(new_space_url)
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except Exception as error:
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print(f"An error occurred during upload: {error}")
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sys.exit(1)
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