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from mpi4py import MPI
import mpiunittest as unittest
import arrayimpl
try:
_reduce = reduce
except NameError:
from functools import reduce as _reduce
prod = lambda sequence,start=1: _reduce(lambda x, y: x*y, sequence, start)
def maxvalue(a):
try:
typecode = a.typecode
except AttributeError:
typecode = a.dtype.char
if typecode == ('f'):
return 1e30
elif typecode == ('d'):
return 1e300
else:
return 2 ** (a.itemsize * 7) - 1
class BaseTestCCOBuf(object):
COMM = MPI.COMM_NULL
def testBarrier(self):
self.COMM.Barrier()
def testBcast(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
if rank == root:
buf = array(root, typecode, root)
else:
buf = array( -1, typecode, root)
self.COMM.Bcast(buf.as_mpi(), root=root)
for value in buf:
self.assertEqual(value, root)
def testGather(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
sbuf = array(root, typecode, root+1)
if rank == root:
rbuf = array(-1, typecode, (size,root+1))
else:
rbuf = array([], typecode)
self.COMM.Gather(sbuf.as_mpi(), rbuf.as_mpi(),
root=root)
if rank == root:
for value in rbuf.flat:
self.assertEqual(value, root)
def testScatter(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
rbuf = array(-1, typecode, size)
if rank == root:
sbuf = array(root, typecode, (size, size))
else:
sbuf = array([], typecode)
self.COMM.Scatter(sbuf.as_mpi(), rbuf.as_mpi(),
root=root)
for value in rbuf:
self.assertEqual(value, root)
def testAllgather(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
sbuf = array(root, typecode, root+1)
rbuf = array( -1, typecode, (size, root+1))
self.COMM.Allgather(sbuf.as_mpi(), rbuf.as_mpi())
for value in rbuf.flat:
self.assertEqual(value, root)
def testAlltoall(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
sbuf = array(root, typecode, (size, root+1))
rbuf = array( -1, typecode, (size, root+1))
self.COMM.Alltoall(sbuf.as_mpi(), rbuf.as_mpi_c(root+1))
for value in rbuf.flat:
self.assertEqual(value, root)
def assertAlmostEqual(self, first, second):
num = float(float(second-first))
den = float(second+first)/2 or 1.0
if (abs(num/den) > 1e-2):
raise self.failureException('%r != %r' % (first, second))
def testReduce(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
for op in (MPI.SUM, MPI.PROD, MPI.MAX, MPI.MIN):
sbuf = array(range(size), typecode)
rbuf = array(-1, typecode, size)
self.COMM.Reduce(sbuf.as_mpi(),
rbuf.as_mpi(),
op, root)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if rank != root:
self.assertEqual(value, -1)
continue
if op == MPI.SUM:
if (i * size) < max_val:
self.assertAlmostEqual(value, i*size)
elif op == MPI.PROD:
if (i ** size) < max_val:
self.assertAlmostEqual(value, i**size)
elif op == MPI.MAX:
self.assertEqual(value, i)
elif op == MPI.MIN:
self.assertEqual(value, i)
def testAllreduce(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.MAX, MPI.MIN, MPI.PROD):
sbuf = array(range(size), typecode)
rbuf = array(0, typecode, size)
self.COMM.Allreduce(sbuf.as_mpi(),
rbuf.as_mpi(),
op)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if op == MPI.SUM:
if (i * size) < max_val:
self.assertAlmostEqual(value, i*size)
elif op == MPI.PROD:
if (i ** size) < max_val:
self.assertAlmostEqual(value, i**size)
elif op == MPI.MAX:
self.assertEqual(value, i)
elif op == MPI.MIN:
self.assertEqual(value, i)
def testReduceScatter(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.MAX, MPI.MIN, MPI.PROD):
rcnt = list(range(1,size+1))
sbuf = array([rank+1]*sum(rcnt), typecode)
rbuf = array(-1, typecode, rank+1)
self.COMM.Reduce_scatter(sbuf.as_mpi(),
rbuf.as_mpi(),
None, op)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if op == MPI.SUM:
redval = sum(range(size))+size
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.PROD:
redval = prod(range(1,size+1))
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.MAX:
self.assertEqual(value, size)
elif op == MPI.MIN:
self.assertEqual(value, 1)
rbuf = array(-1, typecode, rank+1)
self.COMM.Reduce_scatter(sbuf.as_mpi(),
rbuf.as_mpi(),
rcnt, op)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if op == MPI.SUM:
redval = sum(range(size))+size
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.PROD:
redval = prod(range(1,size+1))
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.MAX:
self.assertEqual(value, size)
elif op == MPI.MIN:
self.assertEqual(value, 1)
def testReduceScatterBlock(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.MAX, MPI.MIN, MPI.PROD):
for rcnt in range(1,size):
sbuf = array([rank]*rcnt*size, typecode)
rbuf = array(-1, typecode, rcnt)
if op == MPI.PROD:
sbuf = array([rank+1]*rcnt*size, typecode)
self.COMM.Reduce_scatter_block(sbuf.as_mpi(),
rbuf.as_mpi(),
op)
max_val = maxvalue(rbuf)
v_sum = (size*(size-1))/2
v_prod = 1
for i in range(1,size+1): v_prod *= i
v_max = size-1
v_min = 0
for i, value in enumerate(rbuf):
if op == MPI.SUM:
if v_sum <= max_val:
self.assertAlmostEqual(value, v_sum)
elif op == MPI.PROD:
if v_prod <= max_val:
self.assertAlmostEqual(value, v_prod)
elif op == MPI.MAX:
self.assertEqual(value, v_max)
elif op == MPI.MIN:
self.assertEqual(value, v_min)
def testScan(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
# --
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.PROD, MPI.MAX, MPI.MIN):
sbuf = array(range(size), typecode)
rbuf = array(0, typecode, size)
self.COMM.Scan(sbuf.as_mpi(),
rbuf.as_mpi(),
op)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if op == MPI.SUM:
if (i * (rank + 1)) < max_val:
self.assertAlmostEqual(value, i * (rank + 1))
elif op == MPI.PROD:
if (i ** (rank + 1)) < max_val:
self.assertAlmostEqual(value, i ** (rank + 1))
elif op == MPI.MAX:
self.assertEqual(value, i)
elif op == MPI.MIN:
self.assertEqual(value, i)
def testExscan(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.PROD, MPI.MAX, MPI.MIN):
sbuf = array(range(size), typecode)
rbuf = array(0, typecode, size)
try:
self.COMM.Exscan(sbuf.as_mpi(),
rbuf.as_mpi(),
op)
except NotImplementedError:
return
if rank == 1:
for i, value in enumerate(rbuf):
self.assertEqual(value, i)
elif rank > 1:
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if op == MPI.SUM:
if (i * rank) < max_val:
self.assertAlmostEqual(value, i * rank)
elif op == MPI.PROD:
if (i ** rank) < max_val:
self.assertAlmostEqual(value, i ** rank)
elif op == MPI.MAX:
self.assertEqual(value, i)
elif op == MPI.MIN:
self.assertEqual(value, i)
def testBcastTypeIndexed(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode, datatype in arrayimpl.TypeMap.items():
for root in range(size):
#
if rank == root:
buf = array(range(10), typecode)
else:
buf = array(-1, typecode, 10)
indices = range(0, len(buf), 2)
newtype = datatype.Create_indexed_block(1, indices)
newtype.Commit()
newbuf = (buf, 1, newtype)
self.COMM.Bcast(newbuf, root=root)
newtype.Free()
if rank != root:
for i, value in enumerate(buf):
if (i % 2):
self.assertEqual(value, -1)
else:
self.assertEqual(value, i)
#
if rank == root:
buf = array(range(10), typecode)
else:
buf = array(-1, typecode, 10)
indices = range(1, len(buf), 2)
newtype = datatype.Create_indexed_block(1, indices)
newtype.Commit()
newbuf = (buf, 1, newtype)
self.COMM.Bcast(newbuf, root)
newtype.Free()
if rank != root:
for i, value in enumerate(buf):
if not (i % 2):
self.assertEqual(value, -1)
else:
self.assertEqual(value, i)
class BaseTestCCOBufInplace(object):
def testGather(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
count = root+3
if rank == root:
sbuf = MPI.IN_PLACE
buf = array(-1, typecode, (size, count))
buf.flat[(rank*count):((rank+1)*count)] = \
array(root, typecode, count)
rbuf = buf.as_mpi()
else:
buf = array(root, typecode, count)
sbuf = buf.as_mpi()
rbuf = None
try:
self.COMM.Gather(sbuf, rbuf, root=root)
except NotImplementedError:
return
for value in buf.flat:
self.assertEqual(value, root)
def testScatter(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
for count in range(1, 10):
if rank == root:
buf = array(root, typecode, (size, count))
sbuf = buf.as_mpi()
rbuf = MPI.IN_PLACE
else:
buf = array(-1, typecode, count)
sbuf = None
rbuf = buf.as_mpi()
try:
self.COMM.Scatter(sbuf, rbuf, root=root)
except NotImplementedError:
return
for value in buf.flat:
self.assertEqual(value, root)
def testAllgather(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for count in range(1, 10):
buf = array(-1, typecode, (size, count))
buf.flat[(rank*count):((rank+1)*count)] = \
array(count, typecode, count)
try:
self.COMM.Allgather(MPI.IN_PLACE, buf.as_mpi())
except NotImplementedError:
return
for value in buf.flat:
self.assertEqual(value, count)
def assertAlmostEqual(self, first, second):
num = float(float(second-first))
den = float(second+first)/2 or 1.0
if (abs(num/den) > 1e-2):
raise self.failureException('%r != %r' % (first, second))
def testReduce(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for root in range(size):
for op in (MPI.SUM, MPI.PROD, MPI.MAX, MPI.MIN):
count = size
if rank == root:
buf = array(range(size), typecode)
sbuf = MPI.IN_PLACE
rbuf = buf.as_mpi()
else:
buf = array(range(size), typecode)
buf2 = array(range(size), typecode)
sbuf = buf.as_mpi()
rbuf = buf2.as_mpi()
try:
self.COMM.Reduce(sbuf, rbuf, op, root)
except NotImplementedError:
return
if rank == root:
max_val = maxvalue(buf)
for i, value in enumerate(buf):
if op == MPI.SUM:
if (i * size) < max_val:
self.assertAlmostEqual(value, i*size)
elif op == MPI.PROD:
if (i ** size) < max_val:
self.assertAlmostEqual(value, i**size)
elif op == MPI.MAX:
self.assertEqual(value, i)
elif op == MPI.MIN:
self.assertEqual(value, i)
def testAllreduce(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.MAX, MPI.MIN, MPI.PROD):
buf = array(range(size), typecode)
sbuf = MPI.IN_PLACE
rbuf = buf.as_mpi()
self.COMM.Allreduce(sbuf, rbuf, op)
max_val = maxvalue(buf)
for i, value in enumerate(buf):
if op == MPI.SUM:
if (i * size) < max_val:
self.assertAlmostEqual(value, i*size)
elif op == MPI.PROD:
if (i ** size) < max_val:
self.assertAlmostEqual(value, i**size)
elif op == MPI.MAX:
self.assertEqual(value, i)
elif op == MPI.MIN:
self.assertEqual(value, i)
def testReduceScatterBlock(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.MAX, MPI.MIN, MPI.PROD):
for rcnt in range(size):
if op == MPI.PROD:
rbuf = array([rank+1]*rcnt*size, typecode)
else:
rbuf = array([rank]*rcnt*size, typecode)
self.COMM.Reduce_scatter_block(MPI.IN_PLACE,
rbuf.as_mpi(),
op)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if i >= rcnt:
if op == MPI.PROD:
self.assertEqual(value, rank+1)
else:
self.assertEqual(value, rank)
else:
if op == MPI.SUM:
redval = sum(range(size))
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.PROD:
redval = prod(range(1,size+1))
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.MAX:
self.assertEqual(value, size-1)
elif op == MPI.MIN:
self.assertEqual(value, 0)
def testReduceScatter(self):
size = self.COMM.Get_size()
rank = self.COMM.Get_rank()
for array in arrayimpl.ArrayTypes:
for typecode in arrayimpl.TypeMap:
for op in (MPI.SUM, MPI.MAX, MPI.MIN, MPI.PROD):
rcnt = list(range(1, size+1))
if op == MPI.PROD:
rbuf = array([rank+1]*sum(rcnt), typecode)
else:
rbuf = array([rank]*sum(rcnt), typecode)
self.COMM.Reduce_scatter(MPI.IN_PLACE,
rbuf.as_mpi(),
rcnt, op)
max_val = maxvalue(rbuf)
for i, value in enumerate(rbuf):
if i >= rcnt[rank]:
if op == MPI.PROD:
self.assertEqual(value, rank+1)
else:
self.assertEqual(value, rank)
else:
if op == MPI.SUM:
redval = sum(range(size))
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.PROD:
redval = prod(range(1,size+1))
if redval < max_val:
self.assertAlmostEqual(value, redval)
elif op == MPI.MAX:
self.assertEqual(value, size-1)
elif op == MPI.MIN:
self.assertEqual(value, 0)
class TestCCOBufSelf(BaseTestCCOBuf, unittest.TestCase):
COMM = MPI.COMM_SELF
class TestCCOBufWorld(BaseTestCCOBuf, unittest.TestCase):
COMM = MPI.COMM_WORLD
class TestCCOBufInplaceSelf(BaseTestCCOBufInplace, unittest.TestCase):
COMM = MPI.COMM_SELF
class TestCCOBufInplaceWorld(BaseTestCCOBufInplace, unittest.TestCase):
COMM = MPI.COMM_WORLD
class TestCCOBufSelfDup(BaseTestCCOBuf, unittest.TestCase):
def setUp(self):
self.COMM = MPI.COMM_SELF.Dup()
def tearDown(self):
self.COMM.Free()
class TestCCOBufWorldDup(BaseTestCCOBuf, unittest.TestCase):
def setUp(self):
self.COMM = MPI.COMM_WORLD.Dup()
def tearDown(self):
self.COMM.Free()
_name, _version = MPI.get_vendor()
if (_name == 'MPICH1' or _name == 'LAM/MPI'
or MPI.BOTTOM == MPI.IN_PLACE):
del BaseTestCCOBufInplace
del TestCCOBufInplaceSelf
del TestCCOBufInplaceWorld
elif _name == 'Open MPI':
if _version < (1, 4, 0):
if MPI.Query_thread() > MPI.THREAD_SINGLE:
del TestCCOBufWorldDup
if __name__ == '__main__':
unittest.main()
|
