def plot(self, ax, ymin, ymax, extra_options):
# self.print_values()
# scatter plot
x_axis = list(range(len(self.values0)))
colors0, colors3 = self.generate_colors()
ax.scatter(x=x_axis, y=self.values0, c=colors0, zorder=self.values0)
ax.scatter(x=x_axis, y=self.values3, c=colors3, zorder=self.values3)
ax.grid(b=True, color=PlotConstants.COLOR_SILVER)
ax.set_axisbelow(True)
if ymax >= self.base_value0:
PlotUtils.horizontal_line(ax, self.base_value0,
PlotConstants.COLOR_SILVER)
RelativeDifferencePlot.set_lim(ax, ymin, ymax)
if extra_options['first_row']:
ax.title.set_text(self.algorithm)
if not extra_options['last_row']:
ax.set_xticklabels([])
if extra_options['first_column']:
ax.set_ylabel('Total Bits')
self.format_x_ticks(ax)
else:
ax.set_yticklabels([])
def _labels(self, ax, options):
CommonPlot.label_title(ax, options, self.algorithm)
CommonPlot.label_y(ax, options, PlotConstants.WINDOW_SIZE,
ExperimentsUtils.WINDOWS)
CommonPlot.label_x(ax, options, PlotConstants.ERROR_THRE,
ExperimentsUtils.THRESHOLDS)
PlotUtils.hide_ticks(ax)
def _labels(self, ax, options):
CommonPlot.label_title(ax, options, self.algorithm)
tick_labels = self.ytick_labels(ax)
CommonPlot.label_y(ax, options, PlotConstants.COMPRESSION_RATIO,
tick_labels)
CommonPlot.label_x(ax, options, PlotConstants.ERROR_THRE,
ExperimentsUtils.THRESHOLDS)
PlotUtils.hide_ticks(ax)
def plot(self, ax, ymin, ymax, extra_options={}):
# self.print_values()
extra_options.update(self.options)
self.options = extra_options
assert (len(self.values3) > 0)
two_sets = len(self.values0) > 0
# scatter plot
x_axis = list(range(len(self.values3)))
if two_sets:
colors0, colors3 = self.generate_colors(False)
label0, label3 = self.options.get('labels')
ax.scatter(x=x_axis,
y=self.values0,
c=colors0,
zorder=1,
marker='x',
label=label0,
s=36)
ax.scatter(x=x_axis,
y=self.values3,
c=colors3,
zorder=2,
marker='.',
label=label3,
s=10)
ax.legend(loc='upper right',
bbox_to_anchor=(0.5, 0., 0.48, 0.95),
fontsize='small',
edgecolor='black',
scatterpoints=1,
handlelength=1)
else:
y_axis = self.values3
size = len(y_axis)
x_axis = list(range(size))
opt = self.options['pdf_instance'].add_data(
'compression', self.algorithm, y_axis)
CommonPlot.scatter_plot(ax, x_axis, y_axis, size,
self.value3_color, opt)
ax.set_xticks(x_axis)
ax.grid(b=True,
color=PlotConstants.COLOR_SILVER,
linestyle='dotted',
zorder=0)
ax.set_axisbelow(True)
if ymax >= 100:
PlotUtils.horizontal_line(ax, 100, PlotConstants.COLOR_SILVER)
CommonPlot.set_lim(ax, ymin, ymax)
self._labels(ax, self.options)
def __init__(self, panda_utils_NM, panda_utils_M, filename, pdf_instance):
self.panda_utils_NM = panda_utils_NM
self.panda_utils_M = panda_utils_M
self.filename = filename
self.pdf_instance = pdf_instance
self.col_index = pdf_instance.col_index
self.plots_options = pdf_instance.plot_options() or pdf_instance.PLOT_OPTIONS or {}
self.fig, self.plt = PlotUtils.create_figure(pdf_instance.FIG_SIZE_H_V, filename + ' - col = ' + str(self.col_index))
self.height_ratios = pdf_instance.HEIGHT_RATIOS
def __check_sorted(self):
if self.additional_checks:
assert (PlotUtils.sorted_dec(self.values0))
assert (PlotUtils.sorted_dec(self.values3))
def __check_sorted(self):
if self.additional_checks and self.algorithm != "CoderPCA":
assert (PlotUtils.sorted(self.values0))
assert (PlotUtils.sorted(self.values3))