mirror of
https://github.com/huggingface/kernels.git
synced 2025-10-20 21:10:02 +08:00
[feat] add an uploading utility (#138)
* add an uploading utility. * format * remove stale files. * black format * sorted imports. * up * up * add a test * propagate. * remove duplicate imports. * Apply suggestions from code review Co-authored-by: Daniël de Kok <me@danieldk.eu> * up * up * up * command to format all files at once would be nice. * up * up * up * Use token for upload test * assign env better. * docs * polish * up * xfail the test for now. --------- Co-authored-by: Daniël de Kok <me@danieldk.eu>
This commit is contained in:
5
.github/workflows/test.yml
vendored
5
.github/workflows/test.yml
vendored
@ -51,7 +51,10 @@ jobs:
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run: uv run mypy src/kernels
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- name: Run tests
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run: uv run pytest tests
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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run: |
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uv run pytest tests
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- name: Check kernel conversion
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run: |
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@ -21,6 +21,8 @@
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title: Kernels
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- local: api/layers
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title: Layers
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- local: cli
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title: kernels CLI
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title: API Reference
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- sections:
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- local: kernel-requirements
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15
docs/source/cli.md
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15
docs/source/cli.md
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@ -0,0 +1,15 @@
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# Kernels CLI Reference
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## Main Functions
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### kernels upload
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Use `kernels upload <dir_containing_build> --repo_id="hub-username/kernel"` to upload
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your kernel builds to the Hub.
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**Notes**:
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* This will take care of creating a repository on the Hub with the `repo_id` provided.
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* If a repo with the `repo_id` already exists and if it contains a `build` with the build variant
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being uploaded, it will attempt to delete the files existing under it.
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* Make sure to be authenticated (run `hf auth login` if not) to be able to perform uploads to the Hub.
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@ -4,6 +4,8 @@ import json
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import sys
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from pathlib import Path
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from huggingface_hub import create_repo, upload_folder
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from kernels.compat import tomllib
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from kernels.lockfile import KernelLock, get_kernel_locks
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from kernels.utils import install_kernel, install_kernel_all_variants
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@ -31,6 +33,24 @@ def main():
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)
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download_parser.set_defaults(func=download_kernels)
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upload_parser = subparsers.add_parser("upload", help="Upload kernels to the Hub")
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upload_parser.add_argument(
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"kernel_dir",
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type=Path,
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help="Directory of the kernel build",
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)
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upload_parser.add_argument(
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"--repo_id",
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type=str,
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help="Repository ID to use to upload to the Hugging Face Hub",
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)
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upload_parser.add_argument(
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"--private",
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action="store_true",
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help="If the repository should be private.",
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)
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upload_parser.set_defaults(func=upload_kernels)
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lock_parser = subparsers.add_parser("lock", help="Lock kernel revisions")
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lock_parser.add_argument(
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"project_dir",
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@ -153,6 +173,33 @@ def lock_kernels(args):
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json.dump(all_locks, f, cls=_JSONEncoder, indent=2)
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def upload_kernels(args):
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kernel_dir = Path(args.kernel_dir).resolve()
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build_dir = kernel_dir / "build"
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if not kernel_dir.is_dir():
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raise ValueError(f"{kernel_dir} is not a directory")
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if not build_dir.is_dir():
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raise ValueError("Couldn't find `build` directory inside `kernel_dir`")
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repo_id = create_repo(
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repo_id=args.repo_id, private=args.private, exist_ok=True
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).repo_id
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delete_patterns: set[str] = set()
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for build_variant in build_dir.iterdir():
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if build_variant.is_dir():
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delete_patterns.add(f"{build_variant.name}/**")
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upload_folder(
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repo_id=repo_id,
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folder_path=build_dir,
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path_in_repo="build",
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delete_patterns=list(delete_patterns),
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commit_message="Build uploaded using `kernels`.",
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)
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print(f"✅ Kernel upload successful. Find the kernel in https://hf.co/{repo_id}.")
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class _JSONEncoder(json.JSONEncoder):
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def default(self, o):
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if dataclasses.is_dataclass(o):
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92
tests/test_kernel_upload.py
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92
tests/test_kernel_upload.py
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@ -0,0 +1,92 @@
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import logging
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import os
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import re
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import tempfile
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from dataclasses import dataclass
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from pathlib import Path
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from typing import List
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import pytest
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from huggingface_hub import model_info
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from kernels.cli import upload_kernels
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REPO_ID = "kernels-test/kernels-upload-test"
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PY_CONTENT = """\
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#!/usr/bin/env python3
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def main():
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print("Hello from torch-universal!")
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if __name__ == "__main__":
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main()
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"""
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@dataclass
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class UploadArgs:
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kernel_dir: None
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repo_id: None
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private: False
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def next_filename(path: Path) -> Path:
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"""
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Given a path like foo_2050.py, return foo_2051.py.
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"""
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m = re.match(r"^(.*?)(\d+)(\.py)$", path.name)
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if not m:
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raise ValueError(
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f"Filename {path.name!r} does not match pattern <prefix>_<number>.py"
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)
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prefix, number, suffix = m.groups()
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new_number = str(int(number) + 1).zfill(len(number))
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return path.with_name(f"{prefix}{new_number}{suffix}")
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def get_filename_to_change(repo_filenames):
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for f in repo_filenames:
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if "foo" in f and f.endswith(".py"):
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filename_to_change = os.path.basename(f)
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break
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assert filename_to_change
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return filename_to_change
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def get_filenames_from_a_repo(repo_id: str) -> List[str]:
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try:
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repo_info = model_info(repo_id=repo_id, files_metadata=True)
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repo_siblings = repo_info.siblings
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if repo_siblings is not None:
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return [f.rfilename for f in repo_siblings]
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else:
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raise ValueError("No repo siblings found.")
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except Exception as e:
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logging.error(f"Error connecting to the Hub: {e}.")
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@pytest.mark.xfail(
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condition=os.environ.get("GITHUB_ACTIONS") == "true",
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reason="There is something weird when writing to the Hub from a GitHub CI.",
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strict=True,
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)
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def test_kernel_upload_deletes_as_expected():
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repo_filenames = get_filenames_from_a_repo(REPO_ID)
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filename_to_change = get_filename_to_change(repo_filenames)
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with tempfile.TemporaryDirectory() as tmpdir:
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path = f"{tmpdir}/build/torch-universal/upload_test"
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build_dir = Path(path)
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build_dir.mkdir(parents=True, exist_ok=True)
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changed_filename = next_filename(Path(filename_to_change))
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script_path = build_dir / changed_filename
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script_path.write_text(PY_CONTENT)
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upload_kernels(UploadArgs(tmpdir, REPO_ID, False))
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repo_filenames = get_filenames_from_a_repo(REPO_ID)
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assert any(str(changed_filename) in k for k in repo_filenames), f"{repo_filenames=}"
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assert not any(
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str(filename_to_change) in k for k in repo_filenames
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), f"{repo_filenames=}"
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