Logging🔗

This package uses the logging module.

The logger and its utilities can be imported from the template package namespace.

import logging
from pathlib import Path
from tempfile import TemporaryDirectory

from template import add_file_handler, set_log_level
from template.utils.logs import logger

The logger can be used to send logs at different levels: DEBUG, INFO, WARNING, ERROR and CRITICAL. Each of this level is equal to an integer value. If the logger level is at least equal to the emitted report level, the log is displayed. Else, it is omitted. By default, the logger is set to the WARNING level.

print(f"The level 'INFO' corresponds to the value {logging.INFO}.")
print(f"The level 'ERROR' corresponds to the value {logging.ERROR}.")
logger.debug("Log that will not be displayed.")
logger.warning("Log that will be displayed.")
The level 'INFO' corresponds to the value 20.
The level 'ERROR' corresponds to the value 40.
[00_logging.<module>] WARNING: Log that will be displayed.

The function set_log_level can be used to edit the level of the logger.

set_log_level("DEBUG")
logger.debug("Log that will now be displayed.")
[00_logging:<module>:37] DEBUG: Log that will now be displayed. (2024-11-12 09:49:35,023)

By default, the logger has one StreamHandler which outputs to sys.stdout. The level of both the logger and of this first handler can be changed with set_log_level. Additional file handlers can be added with add_file_handler. Each handler can be set to a different level than the logger.

Note

For the purpose of this example, a temporary file is used. Logs can be saved to any text file, e.g. a .txt or .log file.

directory = TemporaryDirectory()
file = Path(directory.name) / "mylogs.log"
add_file_handler(file, verbose="INFO")  # different level than the logger
logger.debug("Log displayed but not saved to file.")
logger.info("Log displayed and saved to file.")
[00_logging:<module>:54] DEBUG: Log displayed but not saved to file. (2024-11-12 09:49:35,073)
[00_logging.<module>] INFO: Log displayed and saved to file.

Since the file handler we added is set to the INFO level, it should capture only the second log.

with open(file) as f:
    lines = f.readlines()
for line in lines:
    print(line)
[00_logging.<module>] INFO: Log displayed and saved to file.

A message level must be equal or above both the logger and the handler level to be emitted on a specific handler. More information on the Python logging documentation and on the flowchart below:

../../_images/flowchart-light.png
../../_images/flowchart-dark.png

Finally, the handlers are listed in logger.handlers. When an handler is not used anymore, it can be closed. This step is optional on Unix systems while it might be mantadory depending on the situation on Windows.

print(logger.handlers)
logger.handlers[-1].close()
[<StreamHandler (NOTSET)>, <FileHandler /tmp/tmpp00a595s/mylogs.log (INFO)>]

Total running time of the script: (0 minutes 0.476 seconds)

Estimated memory usage: 97 MB

Gallery generated by Sphinx-Gallery