dev(narugo): add soft mode

hfutils/entry/download.py

@@ -51,14 +51,16 @@ def _add_download_subcommand(cli: click.Group) -> click.Group:
                   help='Password for the archive file. Only applied when -a is used.', show_default=True)
     @click.option('-w', '--wildcard', 'wildcard', type=str, default=None,
                   help='Wildcard for files to download. Only applied when -d is used.', show_default=True)
+    @click.option('-s', '--soft_mode_when_check', 'soft_mode_when_check', is_flag=True, type=bool, default=False,
+                  help='Just check the file size when validating the downloaded files.', show_default=True)
     @click.option('--tmpdir', 'tmpdir', type=str, default=None,
                   help='Use custom temporary Directory.', show_default=True)
     @command_wrap()
     def download(
             repo_id: str, repo_type: RepoTypeTyping,
             file_in_repo: Optional[str], archive_in_repo: Optional[str], dir_in_repo: Optional[str],
             output_path: str, revision: str, max_workers: int,
-            password: Optional[str], wildcard: Optional[str], tmpdir: Optional[str]
+            password: Optional[str], wildcard: Optional[str], soft_mode_when_check: bool, tmpdir: Optional[str]
     ):
         """
         Download data from HuggingFace repositories.
@@ -83,6 +85,8 @@ def download(
         :type password: str, optional
         :param wildcard: Wildcard for files to download. Only applied when -d is used.
         :type password: str, optional
+        :param soft_mode_when_check: Just check the size of the expected file when enabled. Default is False.
+        :type soft_mode_when_check: bool
         :param tmpdir: Use custom temporary Directory.
         :type tmpdir: str, optional
         """
@@ -130,6 +134,7 @@ def download(
                 revision=revision,
                 silent=False,
                 max_workers=max_workers,
+                soft_mode_when_check=soft_mode_when_check,
             )
 
         else:

hfutils/operate/download.py

@@ -85,7 +85,7 @@ def download_directory_as_directory(
         repo_type: RepoTypeTyping = 'dataset', revision: str = 'main',
         silent: bool = False, ignore_patterns: List[str] = _IGNORE_PATTERN_UNSET,
         resume_download: bool = True, max_workers: int = 8, max_retries: int = 5,
-        hf_token: Optional[str] = None
+        soft_mode_when_check: bool = False, hf_token: Optional[str] = None
 ):
     """
     Download all files in a directory from a Hugging Face repository to a local directory.
@@ -112,6 +112,8 @@ def download_directory_as_directory(
     :type max_retries: int
     :param resume_download: Resume the existing download.
     :type resume_download: bool
+    :param soft_mode_when_check: Just check the size of the expected file when enabled. Default is False.
+    :type soft_mode_when_check: bool
     :param hf_token: Huggingface token for API client, use ``HF_TOKEN`` variable if not assigned.
     :type hf_token: str, optional
     """
@@ -138,6 +140,7 @@ def _download_one_file(rel_file):
                     file_in_repo=file_in_repo,
                     revision=revision,
                     hf_token=hf_token,
+                    soft_mode=soft_mode_when_check,
             ):
                 logging.info(f'Local file {rel_file} is ready, download skipped.')
             else:

hfutils/operate/validate.py

@@ -9,7 +9,8 @@
 from .base import RepoTypeTyping, get_hf_client
 
 
-def _raw_check_local_file(repo_file: RepoFile, local_file: str, chunk_for_hash: int = 1 << 20) -> bool:
+def _raw_check_local_file(repo_file: RepoFile, local_file: str, chunk_for_hash: int = 1 << 20,
+                          soft_mode: bool = False) -> bool:
     """
     Checks if the local file matches the file on the Hugging Face Hub repository.
 
@@ -19,6 +20,8 @@ def _raw_check_local_file(repo_file: RepoFile, local_file: str, chunk_for_hash:
     :type local_file: str
     :param chunk_for_hash: The chunk size for calculating the hash. Default is 1 << 20.
     :type chunk_for_hash: int
+    :param soft_mode: Just check the size of the expected file when enabled. Default is False.
+    :type soft_mode: bool
     :return: True if the local file matches the file on the repository, False otherwise.
     :rtype: bool
     """
@@ -28,6 +31,9 @@ def _raw_check_local_file(repo_file: RepoFile, local_file: str, chunk_for_hash:
                       f'the remote file {repo_file.path!r} ({repo_file.size}).')
         return False
 
+    if soft_mode:
+        return True
+
     if repo_file.lfs:
         sha = sha256()
         expected_hash = repo_file.lfs.sha256
@@ -54,7 +60,7 @@ def _raw_check_local_file(repo_file: RepoFile, local_file: str, chunk_for_hash:
 
 def is_local_file_ready(local_file: str, repo_id: str, file_in_repo: str,
                         repo_type: RepoTypeTyping = 'dataset', revision: str = 'main',
-                        hf_token: Optional[str] = None) -> bool:
+                        soft_mode: bool = False, hf_token: Optional[str] = None) -> bool:
     """
     Checks if the local file is ready by comparing it with the file on the Hugging Face Hub repository.
 
@@ -68,6 +74,8 @@ def is_local_file_ready(local_file: str, repo_id: str, file_in_repo: str,
     :type repo_type: RepoTypeTyping
     :param revision: The revision of the repository. Default is 'main'.
     :type revision: str
+    :param soft_mode: Just check the size of the expected file when enabled. Default is False.
+    :type soft_mode: bool
     :param hf_token: The Hugging Face API token. Default is None.
     :type hf_token: Optional[str]
     :return: True if the local file matches the file on the repository, False otherwise.
@@ -83,6 +91,6 @@ def is_local_file_ready(local_file: str, repo_id: str, file_in_repo: str,
     if len(infos) == 0:
         raise EntryNotFoundError(f'Entry {repo_type}s/{repo_id}/{file_in_repo} not found.')
     elif len(infos) == 1:
-        return _raw_check_local_file(infos[0], local_file)
+        return _raw_check_local_file(infos[0], local_file, soft_mode=soft_mode)
     else:
         assert False, f'Should not reach here, multiple files with the same name found - {infos!r}'  # pragma: no cover