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