projektAI/venv/Lib/site-packages/mlxtend/externals/pyprind/progbar.py

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2021-06-06 22:13:05 +02:00
"""
Sebastian Raschka 2014-2017
Python Progress Indicator Utility
Author: Sebastian Raschka <sebastianraschka.com>
License: BSD 3 clause
Contributors: https://github.com/rasbt/pyprind/graphs/contributors
Code Repository: https://github.com/rasbt/pyprind
PyPI: https://pypi.python.org/pypi/PyPrind
"""
from math import floor
from .prog_class import Prog
import time
class ProgBar(Prog):
"""
Initializes a progress bar object that allows visuzalization
of an iterational computation in the standard output screen.
Parameters
----------
iterations : `int`
Number of iterations for the iterative computation.
track_time : `bool` (default: `True`)
Prints elapsed time when loop has finished.
width : `int` (default: 30)
Sets the progress bar width in characters.
stream : `int` (default: 2).
Setting the output stream.
Takes `1` for stdout, `2` for stderr, or a custom stream object
title : `str` (default: `''`)
Setting a title for the progress bar.
monitor : `bool` (default: False)
Monitors CPU and memory usage if `True` (requires `psutil` package).
update_interval : float or int (default: None)
The update_interval in seconds controls how often the progress
is flushed to the screen.
Automatic mode if update_interval=None.
"""
def __init__(self, iterations, track_time=True, width=30, bar_char='#',
stream=2, title='', monitor=False, update_interval=None):
Prog.__init__(self, iterations, track_time,
stream, title, monitor, update_interval)
self.bar_width = width
self._adjust_width()
self.bar_char = bar_char
self.last_progress = 0
if monitor:
try:
self.process.cpu_percent()
self.process.memory_percent()
except AttributeError: # old version of psutil
self.process.get_cpu_percent()
self.process.get_memory_percent()
if self.item_id:
self._cache_item_id()
def _adjust_width(self):
"""Shrinks bar if number of iterations is less than the bar width"""
if self.bar_width > self.max_iter:
self.bar_width = int(self.max_iter)
# some Python 3.3.3 users specifically
# on Linux Red Hat 4.4.7-1, GCC v. 4.4.7
# reported that self.max_iter was converted to
# float. Thus this fix to prevent float multiplication of chars.
def _cache_progress_bar(self, progress):
remaining = self.bar_width - progress
self._cached_output += '0% [{}{}] 100%'.format(self.bar_char * int(progress),
' ' * int(remaining))
def _print(self, force_flush=False):
progress = floor(self._calc_percent() / 100 * self.bar_width)
if self.update_interval:
do_update = time.time() - self.last_time >= self.update_interval
elif force_flush:
do_update = True
else:
do_update = progress > self.last_progress
if do_update and self.active:
self._cache_progress_bar(progress)
if self.track:
self._cache_eta()
if self.item_id:
self._cache_item_id()
self._stream_out('\r%s' % self._cached_output)
self._stream_flush()
self._cached_output = ''
self.last_progress = progress