Plot - Lines

from gemseo.api import configure_logger
from gemseo.core.dataset import Dataset
from gemseo.post.dataset.lines import Lines
from matplotlib import pyplot as plt
from numpy import cos
from numpy import linspace
from numpy import pi
from numpy import sin

configure_logger()

Out:

<RootLogger root (INFO)>

Build a dataset

inputs = linspace(0, 1, 10)[:, None]
outputs_1 = sin(2 * pi * inputs)
outputs_2 = cos(2 * pi * inputs)

dataset = Dataset()
dataset.add_variable("x", inputs, "inputs")
dataset.add_variable("y1", outputs_1, "outputs", cache_as_input=False)
dataset.add_variable("y2", outputs_2, "outputs", cache_as_input=False)

Plot y1 and y2

We can use the Lines plot.

plot = Lines(dataset, variables=["y1", "y2"])
plot.linestyle = ["--", "-"]
plot.execute(save=False, show=False)
# Workaround for HTML rendering, instead of ``show=True``
plt.show()