Files
lammps-gran-kokkos/unittest/python/python-numpy.py
2020-11-23 14:14:29 -05:00

216 lines
7.0 KiB
Python

import sys,os,unittest
from lammps import lammps, LAMMPS_INT, LMP_STYLE_GLOBAL, LMP_STYLE_LOCAL, \
LMP_STYLE_ATOM, LMP_TYPE_VECTOR, LMP_TYPE_SCALAR, LMP_TYPE_ARRAY, \
LMP_VAR_ATOM
from ctypes import c_void_p
try:
import numpy
NUMPY_INSTALLED = True
except ImportError:
NUMPY_INSTALLED = False
@unittest.skipIf(not NUMPY_INSTALLED, "numpy is not available")
class PythonNumpy(unittest.TestCase):
def setUp(self):
machine = None
if 'LAMMPS_MACHINE_NAME' in os.environ:
machine=os.environ['LAMMPS_MACHINE_NAME']
self.lmp = lammps(name=machine, cmdargs=['-nocite', '-log','none', '-echo','screen'])
def tearDown(self):
del self.lmp
def testLammpsPointer(self):
self.assertEqual(type(self.lmp.lmp), c_void_p)
def testExtractComputeGlobalScalar(self):
# TODO
pass
def testExtractComputeGlobalVector(self):
self.lmp.command("region box block 0 2 0 2 0 2")
self.lmp.command("create_box 1 box")
self.lmp.command("create_atoms 1 single 1.0 1.0 1.0")
self.lmp.command("create_atoms 1 single 1.0 1.0 1.5")
self.lmp.command("compute coordsum all reduce sum x y z")
natoms = self.lmp.get_natoms()
self.assertEqual(natoms,2)
values = self.lmp.numpy.extract_compute("coordsum", LMP_STYLE_GLOBAL, LMP_TYPE_VECTOR)
self.assertEqual(len(values), 3)
self.assertEqual(values[0], 2.0)
self.assertEqual(values[1], 2.0)
self.assertEqual(values[2], 2.5)
def testExtractComputeGlobalArray(self):
# TODO
pass
def testExtractComputePerAtomVector(self):
self.lmp.command("region box block 0 2 0 2 0 2")
self.lmp.command("create_box 1 box")
self.lmp.command("create_atoms 1 single 1.0 1.0 1.0")
self.lmp.command("create_atoms 1 single 1.0 1.0 1.5")
self.lmp.command("compute ke all ke/atom")
natoms = self.lmp.get_natoms()
self.assertEqual(natoms,2)
values = self.lmp.numpy.extract_compute("ke", LMP_STYLE_ATOM, LMP_TYPE_VECTOR)
self.assertEqual(len(values), 2)
self.assertEqual(values[0], 0.0)
self.assertEqual(values[1], 0.0)
def testExtractComputePerAtomArray(self):
# TODO
pass
def testExtractComputeLocalScalar(self):
# TODO
pass
def testExtractComputeLocalVector(self):
# TODO
pass
def testExtractComputeLocalArray(self):
# TODO
pass
def testExtractAtomDeprecated(self):
self.lmp.command("units lj")
self.lmp.command("atom_style atomic")
self.lmp.command("atom_modify map array")
self.lmp.command("region box block 0 2 0 2 0 2")
self.lmp.command("create_box 1 box")
x = [
1.0, 1.0, 1.0,
1.0, 1.0, 1.5
]
types = [1, 1]
self.assertEqual(self.lmp.create_atoms(2, id=None, type=types, x=x), 2)
nlocal = self.lmp.extract_global("nlocal", LAMMPS_INT)
self.assertEqual(nlocal, 2)
ident = self.lmp.numpy.extract_atom_iarray("id", nlocal, dim=1)
self.assertEqual(len(ident), 2)
ntypes = self.lmp.extract_global("ntypes", LAMMPS_INT)
self.assertEqual(ntypes, 1)
x = self.lmp.numpy.extract_atom_darray("x", nlocal, dim=3)
v = self.lmp.numpy.extract_atom_darray("v", nlocal, dim=3)
self.assertEqual(len(x), 2)
self.assertTrue((x[0] == (1.0, 1.0, 1.0)).all())
self.assertTrue((x[1] == (1.0, 1.0, 1.5)).all())
self.assertEqual(len(v), 2)
def testExtractAtom(self):
self.lmp.command("units lj")
self.lmp.command("atom_style atomic")
self.lmp.command("atom_modify map array")
self.lmp.command("region box block 0 2 0 2 0 2")
self.lmp.command("create_box 1 box")
x = [
1.0, 1.0, 1.0,
1.0, 1.0, 1.5
]
types = [1, 1]
self.assertEqual(self.lmp.create_atoms(2, id=None, type=types, x=x), 2)
nlocal = self.lmp.extract_global("nlocal")
self.assertEqual(nlocal, 2)
ident = self.lmp.numpy.extract_atom("id")
self.assertEqual(len(ident), 2)
ntypes = self.lmp.extract_global("ntypes")
self.assertEqual(ntypes, 1)
x = self.lmp.numpy.extract_atom("x")
v = self.lmp.numpy.extract_atom("v")
self.assertEqual(len(x), 2)
self.assertTrue((x[0] == (1.0, 1.0, 1.0)).all())
self.assertTrue((x[1] == (1.0, 1.0, 1.5)).all())
self.assertEqual(len(v), 2)
def testNeighborList(self):
self.lmp.command("units lj")
self.lmp.command("atom_style atomic")
self.lmp.command("atom_modify map array")
self.lmp.command("boundary f f f")
self.lmp.command("region box block 0 2 0 2 0 2")
self.lmp.command("create_box 1 box")
x = [
1.0, 1.0, 1.0,
1.0, 1.0, 1.5
]
types = [1, 1]
self.assertEqual(self.lmp.create_atoms(2, id=None, type=types, x=x), 2)
nlocal = self.lmp.extract_global("nlocal")
self.assertEqual(nlocal, 2)
self.lmp.command("mass 1 1.0")
self.lmp.command("velocity all create 3.0 87287")
self.lmp.command("pair_style lj/cut 2.5")
self.lmp.command("pair_coeff 1 1 1.0 1.0 2.5")
self.lmp.command("neighbor 0.1 bin")
self.lmp.command("neigh_modify every 20 delay 0 check no")
self.lmp.command("run 0")
self.assertEqual(self.lmp.find_pair_neighlist("lj/cut"), 0)
nlist = self.lmp.numpy.get_neighlist(0)
self.assertEqual(len(nlist), 2)
atom_i, neighbors_i = nlist[0]
atom_j, neighbors_j = nlist[1]
self.assertEqual(atom_i, 0)
self.assertEqual(atom_j, 1)
self.assertEqual(len(neighbors_i), 1)
self.assertEqual(len(neighbors_j), 0)
self.assertIn(1, neighbors_i)
self.assertNotIn(0, neighbors_j)
def test_extract_variable_equalstyle(self):
self.lmp.command("variable a equal 100")
a = self.lmp.numpy.extract_variable("a")
self.assertEqual(a, 100)
self.lmp.command("variable a equal 3.14")
a = self.lmp.numpy.extract_variable("a")
self.assertEqual(a, 3.14)
def test_extract_variable_atomstyle(self):
self.lmp.command("units lj")
self.lmp.command("atom_style atomic")
self.lmp.command("atom_modify map array")
self.lmp.command("boundary f f f")
self.lmp.command("region box block 0 2 0 2 0 2")
self.lmp.command("create_box 1 box")
x = [
1.0, 1.0, 1.0,
1.0, 1.0, 1.5
]
types = [1, 1]
self.assertEqual(self.lmp.create_atoms(2, id=None, type=types, x=x), 2)
self.lmp.command("variable a atom x*x+y*y+z*z")
a = self.lmp.numpy.extract_variable("a", "all", LMP_VAR_ATOM)
self.assertIs(type(a), numpy.ndarray)
self.assertEqual(a[0], x[0]*x[0]+x[1]*x[1]+x[2]*x[2])
self.assertEqual(a[1], x[3]*x[3]+x[4]*x[4]+x[5]*x[5])
if __name__ == "__main__":
unittest.main()