def _verifier_plot_multiple(
default_fig_suptitle: str, plot_config: PlotConfig,
final_plot_data: tp.List[tp.Tuple[str, tp.Dict[str, tp.Any]]]
) -> None:
fig = plt.figure()
main_axis = fig.subplots()
main_axis.set_xlim(0, 1)
main_axis.grid(linestyle='--')
main_axis.set_xlabel('Revisions normalized')
main_axis.set_ylabel('Success rate in %')
main_axis.yaxis.set_major_formatter(mtick.PercentFormatter(1.0))
fig.subplots_adjust(top=0.95, hspace=0.05, right=0.95, left=0.07)
mean_over_all_project_successes = 0
for plot_data in final_plot_data:
mean_over_all_project_successes += plot_data[1]["average_success_ratio"
] / len(final_plot_data)
# Save an unique int for each varying revision to prepare the data
# for the normalization on the x-axis
revisions_as_numbers: npt.NDArray[np.int_] = np.array([
x + 1 for x, y in enumerate(plot_data[1]["revisions"])
]).reshape(-1, 1)
normalized_revisions = preprocessing.minmax_scale(
revisions_as_numbers, (0, 1), axis=0, copy=False
)
main_axis.plot(
normalized_revisions,
plot_data[1]["success_ratio"],
label=
f"{plot_data[0]}(\u2205 {plot_data[1]['average_success_ratio']}%)"
)
main_axis.title.set_text(f"{plot_config.fig_title(default_fig_suptitle)}")
plt.setp(
main_axis.get_xticklabels(), rotation=30, horizontalalignment='right'
)
legend = main_axis.legend(
title=f"{plot_config.legend_title('Success rate of projects')}"
f"(\u2205 {round(mean_over_all_project_successes, 2)}%):",
loc='upper left',
prop={
'size': plot_config.legend_size(),
'family': 'monospace'
}
)
legend.set_visible(plot_config.show_legend())
plt.setp(
legend.get_title(),
fontsize=plot_config.legend_size(),
family='monospace'
)
def _verifier_plot_single(
default_fig_suptitle: str, plot_config: PlotConfig,
final_plot_data: tp.Tuple[str, tp.Dict[str, tp.Any]]
) -> None:
fig, main_axis = plt.subplots()
fig.suptitle(default_fig_suptitle, fontsize=plot_config.font_size(8))
main_axis.grid(linestyle='--')
main_axis.set_xlabel('Revisions')
main_axis.set_ylabel('Success/Failure rate in %')
main_axis.yaxis.set_major_formatter(mtick.PercentFormatter(1.0))
fig.subplots_adjust(top=0.95, hspace=0.05, right=0.95, left=0.07)
main_axis.stackplot(
final_plot_data[1]["revisions"],
final_plot_data[1]["success_ratio"],
final_plot_data[1]["failure_ratio"],
labels=[
f"successes(\u2205 {final_plot_data[1]['average_success_ratio']}%)",
f"failures(\u2205 {final_plot_data[1]['average_failure_ratio']}%)"
],
colors=[SUCCESS_COLOR, FAILED_COLOR],
alpha=0.5
)
plt.setp(
main_axis.get_xticklabels(), rotation=30, horizontalalignment='right'
)
legend = main_axis.legend(
title=plot_config.legend_title("Annotation types:"),
loc='upper left',
prop={
'size': plot_config.legend_size(),
'family': 'monospace'
}
)
legend.set_visible(plot_config.show_legend)
plt.setp(
legend.get_title(),
fontsize=plot_config.legend_size(),
family='monospace'
)