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| # coding=utf-8 | |
| # Copyright 2020 Optuna, Hugging Face | |
| # | |
| # 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. | |
| """ Logging utilities.""" | |
| import logging | |
| import os | |
| from logging import ( | |
| CRITICAL, # NOQA | |
| DEBUG, # NOQA | |
| ERROR, # NOQA | |
| FATAL, # NOQA | |
| INFO, # NOQA | |
| NOTSET, # NOQA | |
| WARN, # NOQA | |
| WARNING, # NOQA | |
| ) | |
| from typing import Optional | |
| log_levels = { | |
| "debug": logging.DEBUG, | |
| "info": logging.INFO, | |
| "warning": logging.WARNING, | |
| "error": logging.ERROR, | |
| "critical": logging.CRITICAL, | |
| } | |
| _default_log_level = logging.WARNING | |
| def _get_library_name() -> str: | |
| return __name__.split(".")[0] | |
| def _get_library_root_logger() -> logging.Logger: | |
| return logging.getLogger(_get_library_name()) | |
| def _get_default_logging_level(): | |
| """ | |
| If HUGGINGFACE_HUB_VERBOSITY env var is set to one of the valid choices | |
| return that as the new default level. If it is not - fall back to | |
| `_default_log_level` | |
| """ | |
| env_level_str = os.getenv("HUGGINGFACE_HUB_VERBOSITY", None) | |
| if env_level_str: | |
| if env_level_str in log_levels: | |
| return log_levels[env_level_str] | |
| else: | |
| logging.getLogger().warning( | |
| f"Unknown option HUGGINGFACE_HUB_VERBOSITY={env_level_str}, " | |
| f"has to be one of: { ', '.join(log_levels.keys()) }" | |
| ) | |
| return _default_log_level | |
| def _configure_library_root_logger() -> None: | |
| library_root_logger = _get_library_root_logger() | |
| library_root_logger.addHandler(logging.StreamHandler()) | |
| library_root_logger.setLevel(_get_default_logging_level()) | |
| def _reset_library_root_logger() -> None: | |
| library_root_logger = _get_library_root_logger() | |
| library_root_logger.setLevel(logging.NOTSET) | |
| def get_logger(name: Optional[str] = None) -> logging.Logger: | |
| """ | |
| Returns a logger with the specified name. This function is not supposed | |
| to be directly accessed by library users. | |
| Args: | |
| name (`str`, *optional*): | |
| The name of the logger to get, usually the filename | |
| Example: | |
| ```python | |
| >>> from huggingface_hub import get_logger | |
| >>> logger = get_logger(__file__) | |
| >>> logger.set_verbosity_info() | |
| ``` | |
| """ | |
| if name is None: | |
| name = _get_library_name() | |
| return logging.getLogger(name) | |
| def get_verbosity() -> int: | |
| """Return the current level for the HuggingFace Hub's root logger. | |
| Returns: | |
| Logging level, e.g., `huggingface_hub.logging.DEBUG` and | |
| `huggingface_hub.logging.INFO`. | |
| <Tip> | |
| HuggingFace Hub has following logging levels: | |
| - `huggingface_hub.logging.CRITICAL`, `huggingface_hub.logging.FATAL` | |
| - `huggingface_hub.logging.ERROR` | |
| - `huggingface_hub.logging.WARNING`, `huggingface_hub.logging.WARN` | |
| - `huggingface_hub.logging.INFO` | |
| - `huggingface_hub.logging.DEBUG` | |
| </Tip> | |
| """ | |
| return _get_library_root_logger().getEffectiveLevel() | |
| def set_verbosity(verbosity: int) -> None: | |
| """ | |
| Sets the level for the HuggingFace Hub's root logger. | |
| Args: | |
| verbosity (`int`): | |
| Logging level, e.g., `huggingface_hub.logging.DEBUG` and | |
| `huggingface_hub.logging.INFO`. | |
| """ | |
| _get_library_root_logger().setLevel(verbosity) | |
| def set_verbosity_info(): | |
| """ | |
| Sets the verbosity to `logging.INFO`. | |
| """ | |
| return set_verbosity(INFO) | |
| def set_verbosity_warning(): | |
| """ | |
| Sets the verbosity to `logging.WARNING`. | |
| """ | |
| return set_verbosity(WARNING) | |
| def set_verbosity_debug(): | |
| """ | |
| Sets the verbosity to `logging.DEBUG`. | |
| """ | |
| return set_verbosity(DEBUG) | |
| def set_verbosity_error(): | |
| """ | |
| Sets the verbosity to `logging.ERROR`. | |
| """ | |
| return set_verbosity(ERROR) | |
| def disable_propagation() -> None: | |
| """ | |
| Disable propagation of the library log outputs. Note that log propagation is | |
| disabled by default. | |
| """ | |
| _get_library_root_logger().propagate = False | |
| def enable_propagation() -> None: | |
| """ | |
| Enable propagation of the library log outputs. Please disable the | |
| HuggingFace Hub's default handler to prevent double logging if the root | |
| logger has been configured. | |
| """ | |
| _get_library_root_logger().propagate = True | |
| _configure_library_root_logger() | |