3RNN/Lib/site-packages/sklearn/utils/_user_interface.py

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2024-05-26 19:49:15 +02:00
import timeit
from contextlib import contextmanager
def _message_with_time(source, message, time):
"""Create one line message for logging purposes.
Parameters
----------
source : str
String indicating the source or the reference of the message.
message : str
Short message.
time : int
Time in seconds.
"""
start_message = "[%s] " % source
# adapted from joblib.logger.short_format_time without the Windows -.1s
# adjustment
if time > 60:
time_str = "%4.1fmin" % (time / 60)
else:
time_str = " %5.1fs" % time
end_message = " %s, total=%s" % (message, time_str)
dots_len = 70 - len(start_message) - len(end_message)
return "%s%s%s" % (start_message, dots_len * ".", end_message)
@contextmanager
def _print_elapsed_time(source, message=None):
"""Log elapsed time to stdout when the context is exited.
Parameters
----------
source : str
String indicating the source or the reference of the message.
message : str, default=None
Short message. If None, nothing will be printed.
Returns
-------
context_manager
Prints elapsed time upon exit if verbose.
"""
if message is None:
yield
else:
start = timeit.default_timer()
yield
print(_message_with_time(source, message, timeit.default_timer() - start))