""" Matplotlib GUI progressbar decorator for iterators. Usage: >>> from tqdm.gui import trange, tqdm >>> for i in trange(10): ... ... """ # future division is important to divide integers and get as # a result precise floating numbers (instead of truncated int) import re from warnings import warn # to inherit from the tqdm class from .std import TqdmExperimentalWarning from .std import tqdm as std_tqdm # import compatibility functions and utilities __author__ = {"github.com/": ["casperdcl", "lrq3000"]} __all__ = ['tqdm_gui', 'tgrange', 'tqdm', 'trange'] class tqdm_gui(std_tqdm): # pragma: no cover """Experimental Matplotlib GUI version of tqdm!""" # TODO: @classmethod: write() on GUI? def __init__(self, *args, **kwargs): from collections import deque import matplotlib as mpl import matplotlib.pyplot as plt kwargs = kwargs.copy() kwargs['gui'] = True colour = kwargs.pop('colour', 'g') super(tqdm_gui, self).__init__(*args, **kwargs) if self.disable: return warn("GUI is experimental/alpha", TqdmExperimentalWarning, stacklevel=2) self.mpl = mpl self.plt = plt # Remember if external environment uses toolbars self.toolbar = self.mpl.rcParams['toolbar'] self.mpl.rcParams['toolbar'] = 'None' self.mininterval = max(self.mininterval, 0.5) self.fig, ax = plt.subplots(figsize=(9, 2.2)) # self.fig.subplots_adjust(bottom=0.2) total = self.__len__() # avoids TypeError on None #971 if total is not None: self.xdata = [] self.ydata = [] self.zdata = [] else: self.xdata = deque([]) self.ydata = deque([]) self.zdata = deque([]) self.line1, = ax.plot(self.xdata, self.ydata, color='b') self.line2, = ax.plot(self.xdata, self.zdata, color='k') ax.set_ylim(0, 0.001) if total is not None: ax.set_xlim(0, 100) ax.set_xlabel("percent") self.fig.legend((self.line1, self.line2), ("cur", "est"), loc='center right') # progressbar self.hspan = plt.axhspan(0, 0.001, xmin=0, xmax=0, color=colour) else: # ax.set_xlim(-60, 0) ax.set_xlim(0, 60) ax.invert_xaxis() ax.set_xlabel("seconds") ax.legend(("cur", "est"), loc='lower left') ax.grid() # ax.set_xlabel('seconds') ax.set_ylabel((self.unit if self.unit else "it") + "/s") if self.unit_scale: plt.ticklabel_format(style='sci', axis='y', scilimits=(0, 0)) ax.yaxis.get_offset_text().set_x(-0.15) # Remember if external environment is interactive self.wasion = plt.isinteractive() plt.ion() self.ax = ax def close(self): if self.disable: return self.disable = True with self.get_lock(): self._instances.remove(self) # Restore toolbars self.mpl.rcParams['toolbar'] = self.toolbar # Return to non-interactive mode if not self.wasion: self.plt.ioff() if self.leave: self.display() else: self.plt.close(self.fig) def clear(self, *_, **__): pass def display(self, *_, **__): n = self.n cur_t = self._time() elapsed = cur_t - self.start_t delta_it = n - self.last_print_n delta_t = cur_t - self.last_print_t # Inline due to multiple calls total = self.total xdata = self.xdata ydata = self.ydata zdata = self.zdata ax = self.ax line1 = self.line1 line2 = self.line2 # instantaneous rate y = delta_it / delta_t # overall rate z = n / elapsed # update line data xdata.append(n * 100.0 / total if total else cur_t) ydata.append(y) zdata.append(z) # Discard old values # xmin, xmax = ax.get_xlim() # if (not total) and elapsed > xmin * 1.1: if (not total) and elapsed > 66: xdata.popleft() ydata.popleft() zdata.popleft() ymin, ymax = ax.get_ylim() if y > ymax or z > ymax: ymax = 1.1 * y ax.set_ylim(ymin, ymax) ax.figure.canvas.draw() if total: line1.set_data(xdata, ydata) line2.set_data(xdata, zdata) try: poly_lims = self.hspan.get_xy() except AttributeError: self.hspan = self.plt.axhspan(0, 0.001, xmin=0, xmax=0, color='g') poly_lims = self.hspan.get_xy() poly_lims[0, 1] = ymin poly_lims[1, 1] = ymax poly_lims[2] = [n / total, ymax] poly_lims[3] = [poly_lims[2, 0], ymin] if len(poly_lims) > 4: poly_lims[4, 1] = ymin self.hspan.set_xy(poly_lims) else: t_ago = [cur_t - i for i in xdata] line1.set_data(t_ago, ydata) line2.set_data(t_ago, zdata) d = self.format_dict # remove {bar} d['bar_format'] = (d['bar_format'] or "{l_bar}{r_bar}").replace( "{bar}", "") msg = self.format_meter(**d) if '' in msg: msg = "".join(re.split(r'\|?\|?', msg, 1)) ax.set_title(msg, fontname="DejaVu Sans Mono", fontsize=11) self.plt.pause(1e-9) def tgrange(*args, **kwargs): """Shortcut for `tqdm.gui.tqdm(range(*args), **kwargs)`.""" return tqdm_gui(range(*args), **kwargs) # Aliases tqdm = tqdm_gui trange = tgrange