def to_real_field(self):
"""
Return the RealField stored on disk.
.. note::
The mesh stored on disk must be stored with ``mode=real``
Returns
-------
real : pmesh.pm.RealField
an array-like object holding the mesh loaded from disk in
configuration space
"""
if self.isfourier:
return NotImplemented
# the real field to paint to
pmread = self.pm
with FileMPI(comm=self.comm, filename=self.path)[self.dataset] as ds:
if self.comm.rank == 0:
self.logger.info("reading real field from %s" % self.path)
real2 = RealField(pmread)
start = numpy.sum(self.comm.allgather(real2.size)[:self.comm.rank], dtype='intp')
end = start + real2.size
real2.unravel(ds[start:end])
return real2
def test_sort(comm):
pm = ParticleMesh(BoxSize=8.0, Nmesh=[8, 6], comm=comm, dtype='f8')
real = RealField(pm)
truth = numpy.arange(8 * 6)
real[...] = truth.reshape(8, 6)[real.slices]
unsorted = real.copy()
real.sort(out=Ellipsis)
conjecture = numpy.concatenate(comm.allgather(real.value.ravel()))
assert_array_equal(conjecture, truth)
real.unravel(real)
assert_array_equal(real, unsorted)
complex = ComplexField(pm)
truth = numpy.arange(8 * 4)
complex[...] = truth.reshape(8, 4)[complex.slices]
complex.ravel(out=Ellipsis)
conjecture = numpy.concatenate(comm.allgather(complex.value.ravel()))
assert_array_equal(conjecture, truth)
def test_sort(comm):
pm = ParticleMesh(BoxSize=8.0, Nmesh=[8, 6], comm=comm, dtype='f8')
real = RealField(pm)
truth = numpy.arange(8 * 6)
real[...] = truth.reshape(8, 6)[real.slices]
unsorted = real.copy()
real.sort(out=Ellipsis)
conjecture = numpy.concatenate(comm.allgather(real.value.ravel()))
assert_array_equal(conjecture, truth)
real.unravel(real)
assert_array_equal(real, unsorted)
complex = ComplexField(pm)
truth = numpy.arange(8 * 4)
complex[...] = truth.reshape(8, 4)[complex.slices]
complex.ravel(out=Ellipsis)
conjecture = numpy.concatenate(comm.allgather(complex.value.ravel()))
assert_array_equal(conjecture, truth)