Visualisation: Plot Templates

pyrolite-meltsutil includes a few plot templates to quickly visualise some melts experiment results.

First let’s get a folder with some data in it. Here we use one of the isobaric crystallisation experiments from the montecarlo tutorial, and import the tables:

from pyrolite_meltsutil.util.general import get_data_example
from pyrolite_meltsutil.tables import import_tables


exp_dir = get_data_example("montecarlo/3149b39eee")
system, phases = import_tables(exp_dir)

We can quickly visualise the phase volume relationships versus temperature:

import matplotlib.pyplot as plt

from pyrolite_meltsutil.vis.templates import plot_phasevolumes

ax, proxies = plot_phasevolumes(phases)
plt.show()

Similarly, for the phase mass relationships versus temperature:

from pyrolite_meltsutil.vis.templates import plot_phasemasses

ax, proxies = plot_phasemasses(phases, marker=None)
ax.set_yscale("log")
plt.show()