inference/.venv/lib/python3.10/site-packages/huggingface_hub/utils/tqdm.py

# 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)):
    ...    pass

    # Still not showing progress bars, as `disable=False` is overwritten to `True`.
    >>> for _ in tqdm(range(5), disable=False):
    ...    pass

    >>> are_progress_bars_disabled()
    True

    # Re-enable progress bars globally
    >>> enable_progress_bars()

    # Progress bar will be shown !
    >>> for _ in tqdm(range(5)):
    ...   pass
    100%|███████████████████████████████████████| 5/5 [00:00<00:00, 117817.53it/s]
    ```

Group-based control:
    ```python
    # Disable progress bars for a specific group
    >>> disable_progress_bars("peft.foo")

    # Check state of different groups
    >>> assert not are_progress_bars_disabled("peft"))
    >>> assert not are_progress_bars_disabled("peft.something")
    >>> assert are_progress_bars_disabled("peft.foo"))
    >>> assert are_progress_bars_disabled("peft.foo.bar"))

    # Enable progress bars for a subgroup
    >>> enable_progress_bars("peft.foo.bar")

    # Check if enabling a subgroup affects the parent group
    >>> assert are_progress_bars_disabled("peft.foo"))
    >>> assert not are_progress_bars_disabled("peft.foo.bar"))

    # No progress bar for `name="peft.foo"`
    >>> for _ in tqdm(range(5), name="peft.foo"):
    ...     pass

    # Progress bar will be shown for `name="peft.foo.bar"`
    >>> for _ in tqdm(range(5), name="peft.foo.bar"):
    ...     pass
    100%|███████████████████████████████████████| 5/5 [00:00<00:00, 117817.53it/s]

    ```
"""

import io
import logging
import os
import warnings
from contextlib import contextmanager
from pathlib import Path
from typing import Dict, Iterator, Optional, Union

from tqdm.auto import tqdm as old_tqdm

from ..constants import HF_HUB_DISABLE_PROGRESS_BARS


# The `HF_HUB_DISABLE_PROGRESS_BARS` environment variable can be True, False, or not set (None),
# allowing for control over progress bar visibility. When set, this variable takes precedence
# over programmatic settings, dictating whether progress bars should be shown or hidden globally.
# Essentially, the environment variable's setting overrides any code-based configurations.
#
# If `HF_HUB_DISABLE_PROGRESS_BARS` is not defined (None), it implies that users can manage
# progress bar visibility through code. By default, progress bars are turned on.


progress_bar_states: Dict[str, bool] = {}


def disable_progress_bars(name: Optional[str] = None) -> None:
    """
    Disable progress bars either globally or for a specified group.

    This function updates the state of progress bars based on a group name.
    If no group name is provided, all progress bars are disabled. The operation
    respects the `HF_HUB_DISABLE_PROGRESS_BARS` environment variable's setting.

    Args:
        name (`str`, *optional*):
            The name of the group for which to disable the progress bars. If None,
            progress bars are disabled globally.

    Raises:
        Warning: If the environment variable precludes changes.
    """
    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

    if name is None:
        progress_bar_states.clear()
        progress_bar_states["_global"] = False
    else:
        keys_to_remove = [key for key in progress_bar_states if key.startswith(f"{name}.")]
        for key in keys_to_remove:
            del progress_bar_states[key]
        progress_bar_states[name] = False


def enable_progress_bars(name: Optional[str] = None) -> None:
    """
    Enable progress bars either globally or for a specified group.

    This function sets the progress bars to enabled for the specified group or globally
    if no group is specified. The operation is subject to the `HF_HUB_DISABLE_PROGRESS_BARS`
    environment setting.

    Args:
        name (`str`, *optional*):
            The name of the group for which to enable the progress bars. If None,
            progress bars are enabled globally.

    Raises:
        Warning: If the environment variable precludes changes.
    """
    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

    if name is None:
        progress_bar_states.clear()
        progress_bar_states["_global"] = True
    else:
        keys_to_remove = [key for key in progress_bar_states if key.startswith(f"{name}.")]
        for key in keys_to_remove:
            del progress_bar_states[key]
        progress_bar_states[name] = True


def are_progress_bars_disabled(name: Optional[str] = None) -> bool:
    """
    Check if progress bars are disabled globally or for a specific group.

    This function returns whether progress bars are disabled for a given group or globally.
    It checks the `HF_HUB_DISABLE_PROGRESS_BARS` environment variable first, then the programmatic
    settings.

    Args:
        name (`str`, *optional*):
            The group name to check; if None, checks the global setting.

    Returns:
        `bool`: True if progress bars are disabled, False otherwise.
    """
    if HF_HUB_DISABLE_PROGRESS_BARS is True:
        return True

    if name is None:
        return not progress_bar_states.get("_global", True)

    while name:
        if name in progress_bar_states:
            return not progress_bar_states[name]
        name = ".".join(name.split(".")[:-1])

    return not progress_bar_states.get("_global", True)


def is_tqdm_disabled(log_level: int) -> Optional[bool]:
    """
    Determine if tqdm progress bars should be disabled based on logging level and environment settings.

    see https://github.com/huggingface/huggingface_hub/pull/2000 and https://github.com/huggingface/huggingface_hub/pull/2698.
    """
    if log_level == logging.NOTSET:
        return True
    if os.getenv("TQDM_POSITION") == "-1":
        return False
    return None


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):
        name = kwargs.pop("name", None)  # do not pass `name` to `tqdm`
        if are_progress_bars_disabled(name):
            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()