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add test for NEBAnalysis.get_plot() (#3570)
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janosh authored Jan 22, 2024
1 parent e085343 commit 42ebece
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Showing 2 changed files with 25 additions and 22 deletions.
29 changes: 11 additions & 18 deletions pymatgen/analysis/transition_state.py
Original file line number Diff line number Diff line change
Expand Up @@ -166,32 +166,25 @@ def get_plot(self, normalize_rxn_coordinate: bool = True, label_barrier: bool =
plt.Axes: matplotlib axes object.
"""
ax = pretty_plot(12, 8)
scale = 1 if not normalize_rxn_coordinate else 1 / self.r[-1]
x = np.arange(0, np.max(self.r), 0.01)
y = self.spline(x) * 1000
scale = 1 / self.r[-1] if normalize_rxn_coordinate else 1
xs = np.arange(0, np.max(self.r), 0.01)
ys = self.spline(xs) * 1000
relative_energies = self.energies - self.energies[0]
ax.plot(
self.r * scale,
relative_energies * 1000,
"ro",
x * scale,
y,
"k-",
linewidth=2,
markersize=10,
)
ax.set_xlabel("Reaction coordinate")
ax.plot(self.r * scale, relative_energies * 1000, "ro", xs * scale, ys, "k-", linewidth=2, markersize=10)

ax.set_xlabel("Reaction Coordinate")
ax.set_ylabel("Energy (meV)")
ax.set_ylim((np.min(y) - 10, np.max(y) * 1.02 + 20))
ax.set_ylim((np.min(ys) - 10, np.max(ys) * 1.02 + 20))
if label_barrier:
data = zip(x * scale, y)
data = zip(xs * scale, ys)
barrier = max(data, key=lambda d: d[1])
ax.plot([0, barrier[0]], [barrier[1], barrier[1]], "k--")
ax.plot([0, barrier[0]], [barrier[1], barrier[1]], "k--", linewidth=0.5)
ax.annotate(
f"{np.max(y) - np.min(y):.0f} meV",
f"{np.max(ys) - np.min(ys):.0f} meV",
xy=(barrier[0] / 2, barrier[1] * 1.02),
xytext=(barrier[0] / 2, barrier[1] * 1.02),
horizontalalignment="center",
fontsize=18,
)
plt.tight_layout()
return ax
Expand Down
18 changes: 14 additions & 4 deletions tests/analysis/test_transition_state.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@

import json

from matplotlib import pyplot as plt
from numpy.testing import assert_allclose

from pymatgen.analysis.transition_state import NEBAnalysis, combine_neb_plots
Expand All @@ -19,12 +20,12 @@
__date__ = "2/5/16"


test_dir = f"{TEST_FILES_DIR}/neb_analysis"
TEST_DIR = f"{TEST_FILES_DIR}/neb_analysis"


class TestNEBAnalysis(PymatgenTest):
def test_run(self):
neb_analysis1 = NEBAnalysis.from_dir(f"{test_dir}/neb1/neb")
neb_analysis1 = NEBAnalysis.from_dir(f"{TEST_DIR}/neb1/neb")
neb_analysis1_from_dict = NEBAnalysis.from_dict(neb_analysis1.as_dict())
json_data = json.dumps(neb_analysis1.as_dict())

Expand All @@ -47,7 +48,7 @@ def test_run(self):

neb_analysis1.setup_spline(spline_options={"saddle_point": "zero_slope"})
assert_allclose(neb_analysis1.get_extrema()[1][0], (0.50023335723480078, 325.20003984140203))
with open(f"{test_dir}/neb2/neb_analysis2.json") as f:
with open(f"{TEST_DIR}/neb2/neb_analysis2.json") as f:
neb_analysis2_dict = json.load(f)
neb_analysis2 = NEBAnalysis.from_dict(neb_analysis2_dict)
assert_allclose(neb_analysis2.get_extrema()[1][0], (0.37255257367467326, 562.40825334519991))
Expand All @@ -56,6 +57,15 @@ def test_run(self):
assert_allclose(neb_analysis2.get_extrema()[1][0], (0.30371133723478794, 528.46229631648691))

def test_combine_neb_plots(self):
neb_dir = f"{test_dir}/neb1/neb"
neb_dir = f"{TEST_DIR}/neb1/neb"
neb_analysis = NEBAnalysis.from_dir(neb_dir)
combine_neb_plots([neb_analysis, neb_analysis])

def test_get_plot(self):
neb_dir = f"{TEST_DIR}/neb1/neb"
neb_analysis = NEBAnalysis.from_dir(neb_dir)
ax = neb_analysis.get_plot()
assert isinstance(ax, plt.Axes)
assert ax.texts[0].get_text() == "326 meV", "Unexpected annotation text"
assert ax.get_xlabel() == "Reaction Coordinate"
assert ax.get_ylabel() == "Energy (meV)"

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