# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
#
# This work is licensed under a BSD 0-Clause License.
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# for any purpose with or without fee is hereby granted.
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# THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL
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# WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
# Contributors:
#    INITIAL AUTHORS - initial API and implementation and/or initial
#                           documentation
#        :author: Matthias De Lozzo
#    OTHER AUTHORS   - MACROSCOPIC CHANGES
"""
Parallel coordinates
====================

In this example, we illustrate the use of the :class:`.ParallelCoordinates` plot
on the Sobieski's SSBJ problem.

The :class:`.ParallelCoordinates` post-processing provides parallel coordinates plots
among design variables, outputs functions and constraints.

The :class:`.ParallelCoordinates` portrays the design variables history during the
scenario execution. Each vertical coordinate is dedicated to a design variable,
normalized by its bounds.

A polyline joins all components of a given design vector and is colored by objective
function values. This highlights the correlations between the values of the design
variables and the values of the objective function.
"""

from __future__ import annotations

from gemseo import execute_post
from gemseo.settings.post import ParallelCoordinates_Settings

execute_post(
    "sobieski_mdf_scenario.h5",
    settings_model=ParallelCoordinates_Settings(save=False, show=True),
)