structure saas with tools
This commit is contained in:
Davidson Gomes
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# coding=utf-8
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# Copyright 2022-present, the HuggingFace Inc. team.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Contains command to scan the HF cache directory.
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Usage:
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huggingface-cli scan-cache
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huggingface-cli scan-cache -v
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huggingface-cli scan-cache -vvv
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huggingface-cli scan-cache --dir ~/.cache/huggingface/hub
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"""
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import time
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from argparse import Namespace, _SubParsersAction
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from typing import Optional
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from ..utils import CacheNotFound, HFCacheInfo, scan_cache_dir
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from . import BaseHuggingfaceCLICommand
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from ._cli_utils import ANSI, tabulate
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class ScanCacheCommand(BaseHuggingfaceCLICommand):
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@staticmethod
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def register_subcommand(parser: _SubParsersAction):
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scan_cache_parser = parser.add_parser("scan-cache", help="Scan cache directory.")
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scan_cache_parser.add_argument(
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"--dir",
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type=str,
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default=None,
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help="cache directory to scan (optional). Default to the default HuggingFace cache.",
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)
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scan_cache_parser.add_argument(
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"-v",
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"--verbose",
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action="count",
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default=0,
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help="show a more verbose output",
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)
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scan_cache_parser.set_defaults(func=ScanCacheCommand)
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def __init__(self, args: Namespace) -> None:
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self.verbosity: int = args.verbose
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self.cache_dir: Optional[str] = args.dir
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def run(self):
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try:
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t0 = time.time()
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hf_cache_info = scan_cache_dir(self.cache_dir)
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t1 = time.time()
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except CacheNotFound as exc:
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cache_dir = exc.cache_dir
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print(f"Cache directory not found: {cache_dir}")
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return
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self._print_hf_cache_info_as_table(hf_cache_info)
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print(
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f"\nDone in {round(t1 - t0, 1)}s. Scanned {len(hf_cache_info.repos)} repo(s)"
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f" for a total of {ANSI.red(hf_cache_info.size_on_disk_str)}."
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)
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if len(hf_cache_info.warnings) > 0:
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message = f"Got {len(hf_cache_info.warnings)} warning(s) while scanning."
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if self.verbosity >= 3:
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print(ANSI.gray(message))
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for warning in hf_cache_info.warnings:
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print(ANSI.gray(warning))
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else:
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print(ANSI.gray(message + " Use -vvv to print details."))
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def _print_hf_cache_info_as_table(self, hf_cache_info: HFCacheInfo) -> None:
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print(get_table(hf_cache_info, verbosity=self.verbosity))
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def get_table(hf_cache_info: HFCacheInfo, *, verbosity: int = 0) -> str:
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"""Generate a table from the [`HFCacheInfo`] object.
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Pass `verbosity=0` to get a table with a single row per repo, with columns
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"repo_id", "repo_type", "size_on_disk", "nb_files", "last_accessed", "last_modified", "refs", "local_path".
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Pass `verbosity=1` to get a table with a row per repo and revision (thus multiple rows can appear for a single repo), with columns
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"repo_id", "repo_type", "revision", "size_on_disk", "nb_files", "last_modified", "refs", "local_path".
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Example:
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```py
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>>> from huggingface_hub.utils import scan_cache_dir
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>>> from huggingface_hub.commands.scan_cache import get_table
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>>> hf_cache_info = scan_cache_dir()
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HFCacheInfo(...)
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>>> print(get_table(hf_cache_info, verbosity=0))
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REPO ID REPO TYPE SIZE ON DISK NB FILES LAST_ACCESSED LAST_MODIFIED REFS LOCAL PATH
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--------------------------------------------------- --------- ------------ -------- ------------- ------------- ---- --------------------------------------------------------------------------------------------------
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roberta-base model 2.7M 5 1 day ago 1 week ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--roberta-base
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suno/bark model 8.8K 1 1 week ago 1 week ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--suno--bark
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t5-base model 893.8M 4 4 days ago 7 months ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--t5-base
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t5-large model 3.0G 4 5 weeks ago 5 months ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--t5-large
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>>> print(get_table(hf_cache_info, verbosity=1))
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REPO ID REPO TYPE REVISION SIZE ON DISK NB FILES LAST_MODIFIED REFS LOCAL PATH
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--------------------------------------------------- --------- ---------------------------------------- ------------ -------- ------------- ---- -----------------------------------------------------------------------------------------------------------------------------------------------------
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roberta-base model e2da8e2f811d1448a5b465c236feacd80ffbac7b 2.7M 5 1 week ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--roberta-base\\snapshots\\e2da8e2f811d1448a5b465c236feacd80ffbac7b
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suno/bark model 70a8a7d34168586dc5d028fa9666aceade177992 8.8K 1 1 week ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--suno--bark\\snapshots\\70a8a7d34168586dc5d028fa9666aceade177992
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t5-base model a9723ea7f1b39c1eae772870f3b547bf6ef7e6c1 893.8M 4 7 months ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--t5-base\\snapshots\\a9723ea7f1b39c1eae772870f3b547bf6ef7e6c1
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t5-large model 150ebc2c4b72291e770f58e6057481c8d2ed331a 3.0G 4 5 months ago main C:\\Users\\admin\\.cache\\huggingface\\hub\\models--t5-large\\snapshots\\150ebc2c4b72291e770f58e6057481c8d2ed331a ```
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```
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Args:
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hf_cache_info ([`HFCacheInfo`]):
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The HFCacheInfo object to print.
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verbosity (`int`, *optional*):
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The verbosity level. Defaults to 0.
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Returns:
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`str`: The table as a string.
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"""
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if verbosity == 0:
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return tabulate(
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rows=[
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[
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repo.repo_id,
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repo.repo_type,
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"{:>12}".format(repo.size_on_disk_str),
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repo.nb_files,
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repo.last_accessed_str,
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repo.last_modified_str,
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", ".join(sorted(repo.refs)),
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str(repo.repo_path),
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]
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for repo in sorted(hf_cache_info.repos, key=lambda repo: repo.repo_path)
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],
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headers=[
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"REPO ID",
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"REPO TYPE",
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"SIZE ON DISK",
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"NB FILES",
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"LAST_ACCESSED",
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"LAST_MODIFIED",
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"REFS",
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"LOCAL PATH",
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],
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)
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else:
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return tabulate(
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rows=[
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[
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repo.repo_id,
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repo.repo_type,
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revision.commit_hash,
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"{:>12}".format(revision.size_on_disk_str),
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revision.nb_files,
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revision.last_modified_str,
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", ".join(sorted(revision.refs)),
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str(revision.snapshot_path),
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]
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for repo in sorted(hf_cache_info.repos, key=lambda repo: repo.repo_path)
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for revision in sorted(repo.revisions, key=lambda revision: revision.commit_hash)
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],
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headers=[
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"REPO ID",
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"REPO TYPE",
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"REVISION",
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"SIZE ON DISK",
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"NB FILES",
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"LAST_MODIFIED",
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"REFS",
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"LOCAL PATH",
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],
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)
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