lammps/unittest/python/python-numpy.py

411 lines
15 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
has_manybody=False
try:
machine=None
if 'LAMMPS_MACHINE_NAME' in os.environ:
machine=os.environ['LAMMPS_MACHINE_NAME']
lmp=lammps(name=machine)
has_manybody = lmp.has_style("pair","sw")
lmp.close()
except:
pass
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 testNeighborListSimple(self):
self.lmp.commands_string("""
units lj
atom_style atomic
atom_modify map array
boundary f f f
region box block 0 2 0 2 0 2
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.commands_string("""
mass 1 1.0
velocity all create 3.0 87287
pair_style lj/cut 2.5
pair_coeff 1 1 1.0 1.0 2.5
neighbor 0.1 bin
neigh_modify every 20 delay 0 check no
run 0 post no""")
idx = self.lmp.find_pair_neighlist("lj/cut")
self.assertNotEqual(idx, -1)
nlist = self.lmp.numpy.get_neighlist(idx)
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 testNeighborListHalf(self):
self.lmp.commands_string("""
boundary f f f
units real
region box block -5 5 -5 5 -5 5
create_box 1 box
mass 1 1.0
pair_style lj/cut 4.0
pair_coeff 1 1 0.2 2.0
""")
x = [ 0.0, 0.0, 0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0,
0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.1,
0.0, 0.0, 1.0 ]
tags = [1, 2, 3, 4, 5, 6, 7]
types = [1, 1, 1, 1, 1, 1, 1]
self.assertEqual(self.lmp.create_atoms(7, id=tags, type=types, x=x), 7)
nlocal = self.lmp.extract_global("nlocal")
self.assertEqual(nlocal, 7)
self.lmp.command("run 0 post no")
self.assertEqual(self.lmp.find_pair_neighlist("lj/cut"),0)
nlist = self.lmp.numpy.get_neighlist(0)
self.assertEqual(nlist.size, 7)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
self.assertEqual(idx,i)
self.assertEqual(neighs.size,nlocal-1-i)
# look up neighbor list by atom index
neighs = nlist.find(2)
self.assertEqual(neighs.size,4)
self.assertIsNotNone(neighs,None)
# this one will fail
neighs = nlist.find(10)
self.assertIsNone(neighs,None)
@unittest.skipIf(not has_manybody,"Full neighbor list test for manybody potential")
def testNeighborListFull(self):
self.lmp.commands_string("""
boundary f f f
units metal
region box block -5 5 -5 5 -5 5
create_box 1 box
mass 1 1.0
pair_style sw
pair_coeff * * Si.sw Si
""")
x = [ 0.0, 0.0, 0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0,
0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.1,
0.0, 0.0, 1.0 ]
tags = [1, 2, 3, 4, 5, 6, 7]
types = [1, 1, 1, 1, 1, 1, 1]
self.assertEqual(self.lmp.create_atoms(7, id=tags, type=types, x=x), 7)
nlocal = self.lmp.extract_global("nlocal")
self.assertEqual(nlocal, 7)
self.lmp.command("run 0 post no")
self.assertEqual(self.lmp.find_pair_neighlist("sw"),0)
nlist = self.lmp.numpy.get_neighlist(0)
self.assertEqual(nlist.size, 7)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
self.assertEqual(idx,i)
self.assertEqual(neighs.size,nlocal-1)
@unittest.skipIf(not has_manybody,"Hybrid neighbor list test for manybody potential")
def testNeighborListHybrid(self):
self.lmp.commands_string("""
boundary f f f
units metal
region box block -5 5 -5 5 -5 5
create_box 2 box
mass * 1.0
pair_style hybrid/overlay morse 4.0 lj/cut 4.0 lj/cut 4.0 sw
pair_coeff * * sw Si.sw Si NULL
pair_coeff 1 2 morse 0.2 2.0 2.0
pair_coeff 2 2 lj/cut 1 0.1 2.0
pair_coeff * * lj/cut 2 0.01 2.0
""")
x = [ 0.0, 0.0, 0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0,
0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.1,
0.0, 0.0, 1.0 ]
tags = [1, 2, 3, 4, 5, 6, 7]
types = [1, 1, 1, 1, 2, 2, 2]
self.assertEqual(self.lmp.create_atoms(7, id=tags, type=types, x=x), 7)
nlocal = self.lmp.extract_global("nlocal")
self.assertEqual(nlocal, 7)
self.lmp.command("run 0 post no")
# valid and invalid lookups
self.assertNotEqual(self.lmp.find_pair_neighlist("sw"),-1)
self.assertNotEqual(self.lmp.find_pair_neighlist("morse"),-1)
self.assertNotEqual(self.lmp.find_pair_neighlist("lj/cut",nsub=1),-1)
self.assertNotEqual(self.lmp.find_pair_neighlist("lj/cut",nsub=2),-1)
self.assertEqual(self.lmp.find_pair_neighlist("lj/cut"),-1)
self.assertEqual(self.lmp.find_pair_neighlist("hybrid/overlay"),-1)
self.assertNotEqual(self.lmp.numpy.get_neighlist(4).size,0)
self.assertEqual(self.lmp.numpy.get_neighlist(5).size,-1)
# full neighbor list for 4 type 1 atoms
# all have 3 type 1 atom neighbors
nlist = self.lmp.numpy.get_neighlist(self.lmp.find_pair_neighlist("sw"))
self.assertEqual(nlist.size, 4)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
self.assertEqual(idx,i)
self.assertEqual(neighs.size,3)
# half neighbor list for all pairs between type 1 and type 2
# 4 type 1 atoms with 3 type 2 neighbors and 3 type 2 atoms without neighbors
nlist = self.lmp.numpy.get_neighlist(self.lmp.find_pair_neighlist("morse"))
self.assertEqual(nlist.size, 7)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
if (i < 4): self.assertEqual(neighs.size,3)
else: self.assertEqual(neighs.size,0)
# half neighbor list between type 2 atoms only
# 3 pairs with 2, 1, 0 neighbors
nlist = self.lmp.numpy.get_neighlist(self.lmp.find_pair_neighlist("lj/cut",nsub=1))
self.assertEqual(nlist.size, 3)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
self.assertEqual(neighs.size,2-i)
# half neighbor list between all pairs. same as simple lj/cut case
nlist = self.lmp.numpy.get_neighlist(self.lmp.find_pair_neighlist("lj/cut",nsub=2))
self.assertEqual(nlist.size, 7)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
self.assertEqual(neighs.size,nlocal-1-i)
def testNeighborListCompute(self):
self.lmp.commands_string("""
boundary f f f
units real
region box block -5 5 -5 5 -5 5
create_box 1 box
mass 1 1.0
pair_style lj/cut 4.0
pair_coeff 1 1 0.2 2.0
compute dist all pair/local dist
fix dist all ave/histo 1 1 1 0.0 3.0 4 c_dist mode vector
thermo_style custom f_dist[*]
""")
x = [ 0.0, 0.0, 0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0,
0.0, -1.1, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, -1.1,
0.0, 0.0, 1.0 ]
tags = [1, 2, 3, 4, 5, 6, 7]
types = [1, 1, 1, 1, 1, 1, 1]
self.assertEqual(self.lmp.create_atoms(7, id=tags, type=types, x=x), 7)
nlocal = self.lmp.extract_global("nlocal")
self.assertEqual(nlocal, 7)
self.lmp.command("run 0 post no")
# check compute data from histogram summary
nhisto = self.lmp.extract_fix("dist",LMP_STYLE_GLOBAL,LMP_TYPE_VECTOR,nrow=0)
nskip = self.lmp.extract_fix("dist",LMP_STYLE_GLOBAL,LMP_TYPE_VECTOR,nrow=1)
minval = self.lmp.extract_fix("dist",LMP_STYLE_GLOBAL,LMP_TYPE_VECTOR,nrow=2)
maxval = self.lmp.extract_fix("dist",LMP_STYLE_GLOBAL,LMP_TYPE_VECTOR,nrow=3)
# 21 pair distances counted, none skipped, smallest 1.0, largest 2.1
self.assertEqual(nhisto,21)
self.assertEqual(nskip,0)
self.assertEqual(minval,1.0)
self.assertEqual(maxval,2.1)
self.assertNotEqual(self.lmp.find_pair_neighlist("lj/cut"),-1)
self.assertNotEqual(self.lmp.find_compute_neighlist("dist"),-1)
self.assertEqual(self.lmp.find_compute_neighlist("xxx"),-1)
self.assertEqual(self.lmp.find_fix_neighlist("dist"),-1)
# the compute has a half neighbor list
nlist = self.lmp.numpy.get_neighlist(self.lmp.find_compute_neighlist("dist"))
self.assertEqual(nlist.size, 7)
for i in range(0,nlist.size):
idx, neighs = nlist.get(i)
self.assertEqual(idx,i)
self.assertEqual(neighs.size,nlocal-1-i)
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()