#!/usr/bin/env python # coding=utf-8 # Copyright 2021 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License """Utility helpers to handle progress bars in `huggingface_hub`. Example: 1. Use `huggingface_hub.utils.tqdm` as you would use `tqdm.tqdm` or `tqdm.auto.tqdm`. 2. To disable progress bars, either use `disable_progress_bars()` helper or set the environment variable `HF_HUB_DISABLE_PROGRESS_BARS` to 1. 3. To re-enable progress bars, use `enable_progress_bars()`. 4. To check whether progress bars are disabled, use `are_progress_bars_disabled()`. NOTE: Environment variable `HF_HUB_DISABLE_PROGRESS_BARS` has the priority. Example: ```py from huggingface_hub.utils import ( are_progress_bars_disabled, disable_progress_bars, enable_progress_bars, tqdm, ) # Disable progress bars globally disable_progress_bars() # Use as normal `tqdm` for _ in tqdm(range(5)): do_something() # Still not showing progress bars, as `disable=False` is overwritten to `True`. for _ in tqdm(range(5), disable=False): do_something() are_progress_bars_disabled() # True # Re-enable progress bars globally enable_progress_bars() # Progress bar will be shown ! for _ in tqdm(range(5)): do_something() ``` """ import io import warnings from contextlib import contextmanager from pathlib import Path from typing import Iterator, Optional, Union from tqdm.auto import tqdm as old_tqdm from ..constants import HF_HUB_DISABLE_PROGRESS_BARS # `HF_HUB_DISABLE_PROGRESS_BARS` is `Optional[bool]` while `_hf_hub_progress_bars_disabled` # is a `bool`. If `HF_HUB_DISABLE_PROGRESS_BARS` is set to True or False, it has priority. # If `HF_HUB_DISABLE_PROGRESS_BARS` is None, it means the user have not set the # environment variable and is free to enable/disable progress bars programmatically. # TL;DR: env variable has priority over code. # # By default, progress bars are enabled. _hf_hub_progress_bars_disabled: bool = HF_HUB_DISABLE_PROGRESS_BARS or False def disable_progress_bars() -> None: """ Disable globally progress bars used in `huggingface_hub` except if `HF_HUB_DISABLE_PROGRESS_BARS` environment variable has been set. Use [`~utils.enable_progress_bars`] to re-enable them. """ if HF_HUB_DISABLE_PROGRESS_BARS is False: warnings.warn( "Cannot disable progress bars: environment variable `HF_HUB_DISABLE_PROGRESS_BARS=0` is set and has" " priority." ) return global _hf_hub_progress_bars_disabled _hf_hub_progress_bars_disabled = True def enable_progress_bars() -> None: """ Enable globally progress bars used in `huggingface_hub` except if `HF_HUB_DISABLE_PROGRESS_BARS` environment variable has been set. Use [`~utils.disable_progress_bars`] to disable them. """ if HF_HUB_DISABLE_PROGRESS_BARS is True: warnings.warn( "Cannot enable progress bars: environment variable `HF_HUB_DISABLE_PROGRESS_BARS=1` is set and has" " priority." ) return global _hf_hub_progress_bars_disabled _hf_hub_progress_bars_disabled = False def are_progress_bars_disabled() -> bool: """Return whether progress bars are globally disabled or not. Progress bars used in `huggingface_hub` can be enable or disabled globally using [`~utils.enable_progress_bars`] and [`~utils.disable_progress_bars`] or by setting `HF_HUB_DISABLE_PROGRESS_BARS` as environment variable. """ global _hf_hub_progress_bars_disabled return _hf_hub_progress_bars_disabled class tqdm(old_tqdm): """ Class to override `disable` argument in case progress bars are globally disabled. Taken from https://github.com/tqdm/tqdm/issues/619#issuecomment-619639324. """ def __init__(self, *args, **kwargs): if are_progress_bars_disabled(): kwargs["disable"] = True super().__init__(*args, **kwargs) def __delattr__(self, attr: str) -> None: """Fix for https://github.com/huggingface/huggingface_hub/issues/1603""" try: super().__delattr__(attr) except AttributeError: if attr != "_lock": raise @contextmanager def tqdm_stream_file(path: Union[Path, str]) -> Iterator[io.BufferedReader]: """ Open a file as binary and wrap the `read` method to display a progress bar when it's streamed. First implemented in `transformers` in 2019 but removed when switched to git-lfs. Used in `huggingface_hub` to show progress bar when uploading an LFS file to the Hub. See github.com/huggingface/transformers/pull/2078#discussion_r354739608 for implementation details. Note: currently implementation handles only files stored on disk as it is the most common use case. Could be extended to stream any `BinaryIO` object but we might have to debug some corner cases. Example: ```py >>> with tqdm_stream_file("config.json") as f: >>> requests.put(url, data=f) config.json: 100%|█████████████████████████| 8.19k/8.19k [00:02<00:00, 3.72kB/s] ``` """ if isinstance(path, str): path = Path(path) with path.open("rb") as f: total_size = path.stat().st_size pbar = tqdm( unit="B", unit_scale=True, total=total_size, initial=0, desc=path.name, ) f_read = f.read def _inner_read(size: Optional[int] = -1) -> bytes: data = f_read(size) pbar.update(len(data)) return data f.read = _inner_read # type: ignore yield f pbar.close()