"""
Progress bar
------------
"""
import datetime
import sys
import warnings
from abc import ABC, abstractmethod
from plumbum.cli.termsize import get_terminal_size
[docs]class ProgressBase(ABC):
"""Base class for progress bars. Customize for types of progress bars.
:param iterator: The iterator to wrap with a progress bar
:param length: The length of the iterator (will use ``__len__`` if None)
:param timer: Try to time the completion status of the iterator
:param body: True if the slow portion occurs outside the iterator (in a loop, for example)
:param has_output: True if the iteration body produces output to the screen (forces rewrite off)
:param clear: Clear the progress bar afterwards, if applicable.
"""
def __init__(
self,
iterator=None,
length=None,
timer=True,
body=False,
has_output=False,
clear=True,
):
if length is None:
length = len(iterator)
elif iterator is None:
iterator = range(length)
elif length is None and iterator is None:
raise TypeError("Expected either an iterator or a length")
self.length = length
self.iterator = iterator
self.timer = timer
self.body = body
self.has_output = has_output
self.clear = clear
def __len__(self):
return self.length
def __iter__(self):
self.start()
return self
[docs] @abstractmethod
def start(self):
"""This should initialize the progress bar and the iterator"""
self.iter = iter(self.iterator)
self.value = -1 if self.body else 0
self._start_time = datetime.datetime.now()
def __next__(self):
try:
rval = next(self.iter)
self.increment()
except StopIteration:
self.done()
raise
return rval
def next(self):
return next(self)
@property
def value(self):
"""This is the current value, as a property so setting it can be customized"""
return self._value
@value.setter
def value(self, val):
self._value = val
[docs] @abstractmethod
def display(self):
"""Called to update the progress bar"""
[docs] def increment(self):
"""Sets next value and displays the bar"""
self.value += 1
self.display()
[docs] def time_remaining(self):
"""Get the time remaining for the progress bar, guesses"""
if self.value < 1:
return None, None
elapsed_time = datetime.datetime.now() - self._start_time
time_each = (
elapsed_time.days * 24 * 60 * 60
+ elapsed_time.seconds
+ elapsed_time.microseconds / 1000000.0
) / self.value
time_remaining = time_each * (self.length - self.value)
return elapsed_time, datetime.timedelta(0, time_remaining, 0)
[docs] def str_time_remaining(self):
"""Returns a string version of time remaining"""
if self.value < 1:
return "Starting... "
elapsed_time, time_remaining = list(map(str, self.time_remaining()))
completed = elapsed_time.split(".")[0]
remaining = time_remaining.split(".")[0]
return f"{completed} completed, {remaining} remaining"
[docs] @abstractmethod
def done(self):
"""Is called when the iterator is done."""
[docs] @classmethod
def range(cls, *value, **kargs):
"""Fast shortcut to create a range based progress bar, assumes work done in body"""
return cls(range(*value), body=True, **kargs)
[docs] @classmethod
def wrap(cls, iterator, length=None, **kargs):
"""Shortcut to wrap an iterator that does not do all the work internally"""
return cls(iterator, length, body=True, **kargs)
[docs]class Progress(ProgressBase):
[docs] def start(self):
super().start()
self.display()
[docs] def done(self):
self.value = self.length
self.display()
if self.clear and not self.has_output:
sys.stdout.write("\r" + len(str(self)) * " " + "\r")
else:
sys.stdout.write("\n")
sys.stdout.flush()
def __str__(self):
width = get_terminal_size(default=(0, 0))[0]
if self.length == 0:
self.width = 0
return "0/0 complete"
percent = max(self.value, 0) / self.length
ending = " " + (
self.str_time_remaining()
if self.timer
else f"{self.value} of {self.length} complete"
)
if width - len(ending) < 10 or self.has_output:
self.width = 0
if self.timer:
return f"{percent:.0%} complete: {self.str_time_remaining()}"
return f"{percent:.0%} complete"
self.width = width - len(ending) - 2 - 1
nstars = int(percent * self.width)
pbar = "[" + "*" * nstars + " " * (self.width - nstars) + "]" + ending
str_percent = f" {percent:.0%} "
return (
pbar[: self.width // 2 - 2]
+ str_percent
+ pbar[self.width // 2 + len(str_percent) - 2 :]
)
[docs] def display(self):
disptxt = str(self)
if self.width == 0 or self.has_output:
sys.stdout.write(disptxt + "\n")
else:
sys.stdout.write("\r")
sys.stdout.write(disptxt)
sys.stdout.flush()
[docs]class ProgressIPy(ProgressBase): # pragma: no cover
HTMLBOX = '<div class="widget-hbox widget-progress"><div class="widget-label" style="display:block;">{0}</div></div>'
def __init__(self, *args, **kargs):
# Ipython gives warnings when using widgets about the API potentially changing
with warnings.catch_warnings():
warnings.simplefilter("ignore")
try:
from ipywidgets import HTML, HBox, IntProgress
except ImportError: # Support IPython < 4.0
from IPython.html.widgets import HTML, HBox, IntProgress
super().__init__(*args, **kargs)
self.prog = IntProgress(max=self.length)
self._label = HTML()
self._box = HBox((self.prog, self._label))
[docs] def start(self):
from IPython.display import display
display(self._box)
super().start()
@property
def value(self):
"""This is the current value, -1 allowed (automatically fixed for display)"""
return self._value
@value.setter
def value(self, val):
self._value = val
self.prog.value = max(val, 0)
self.prog.description = f"{self.value / self.length:.2%}"
if self.timer and val > 0:
self._label.value = self.HTMLBOX.format(self.str_time_remaining())
[docs] def display(self):
pass
[docs] def done(self):
if self.clear:
self._box.close()
[docs]class ProgressAuto(ProgressBase):
"""Automatically selects the best progress bar (IPython HTML or text). Does not work with qtconsole
(as that is correctly identified as identical to notebook, since the kernel is the same); it will still
iterate, but no graphical indication will be displayed.
:param iterator: The iterator to wrap with a progress bar
:param length: The length of the iterator (will use ``__len__`` if None)
:param timer: Try to time the completion status of the iterator
:param body: True if the slow portion occurs outside the iterator (in a loop, for example)
"""
def __new__(cls, *args, **kargs):
"""Uses the generator trick that if a cls instance is returned, the __init__ method is not called."""
try: # pragma: no cover
__IPYTHON__ # noqa: B018
try:
from traitlets import TraitError
except ImportError: # Support for IPython < 4.0
from IPython.utils.traitlets import TraitError
try:
return ProgressIPy(*args, **kargs)
except TraitError:
raise NameError() from None
except (NameError, ImportError):
return Progress(*args, **kargs)
ProgressAuto.register(ProgressIPy)
ProgressAuto.register(Progress)
def main():
import time
tst = Progress.range(20)
for _ in tst:
time.sleep(1)
if __name__ == "__main__":
main()
