def test_infer_to_lmdb_fixed_dims_preserve_batch_no(self, mock_net):
# fake minimal test data
b = {
k: Bunch(data=np.random.rand(4, 1, 3, 2))
for k in ['x', 'y', 'z']
}
# mock methods and properties of Net objects
mock_net.return_value.forward.return_value = np.zeros(1)
type(mock_net.return_value).blobs = PropertyMock(return_value=b)
net = mock_net()
dst_prefix = os.path.join(
self.dir_tmp,
'test_infer_to_lmdb_fixed_dims_preserve_batch_no_%s_lmdb')
for k in b.keys():
assert_false(os.path.isdir(dst_prefix % k))
n = 3
out = infr.infer_to_lmdb(net, ['x', 'z'], n, dst_prefix)
assert_equal(net.forward.call_count, n)
assert_list_equal(out, [n * 4] * 2)
for k in b.keys():
if k in ['x', 'z']:
assert_true(os.path.isdir(dst_prefix % k))
else:
assert_false(os.path.isdir(dst_prefix % k))
def test_infer_to_lmdb_fixed_dims_n(self, mock_net):
# fake minimal test data
b = {k : Bunch(data=np.random.rand(1, 1, 3, 2)) for k in ['x', 'y', 'z']}
# mock methods and properties of Net objects
mock_net.return_value.forward.return_value = np.zeros(1)
type(mock_net.return_value).blobs = PropertyMock(return_value=b)
for n in range(1, 10):
net = mock_net()
net.reset_mock()
dst_prefix = os.path.join(self.dir_tmp, 'test_infer_to_lmdb_fixed_dims_n_%s_lmdb')
out = infr.infer_to_lmdb(net, ['x', 'z'], n, dst_prefix)
assert_equal(net.forward.call_count, n)
assert_list_equal(out, [n, n])
def test_infer_to_lmdb_fixed_dims_n(self, mock_net):
# fake minimal test data
b = {
k: Bunch(data=np.random.rand(1, 1, 3, 2))
for k in ['x', 'y', 'z']
}
# mock methods and properties of Net objects
mock_net.return_value.forward.return_value = np.zeros(1)
type(mock_net.return_value).blobs = PropertyMock(return_value=b)
for n in range(1, 10):
net = mock_net()
net.reset_mock()
dst_prefix = os.path.join(
self.dir_tmp, 'test_infer_to_lmdb_fixed_dims_n_%s_lmdb')
out = infr.infer_to_lmdb(net, ['x', 'z'], n, dst_prefix)
assert_equal(net.forward.call_count, n)
assert_list_equal(out, [n, n])
def test_infer_to_lmdb_fixed_dims_preserve_batch_no(self, mock_net):
# fake minimal test data
b = {k : Bunch(data=np.random.rand(4, 1, 3, 2)) for k in ['x', 'y', 'z']}
# mock methods and properties of Net objects
mock_net.return_value.forward.return_value = np.zeros(1)
type(mock_net.return_value).blobs = PropertyMock(return_value=b)
net = mock_net()
dst_prefix = os.path.join(self.dir_tmp, 'test_infer_to_lmdb_fixed_dims_preserve_batch_no_%s_lmdb')
for k in b.keys():
assert_false(os.path.isdir(dst_prefix % k))
n = 3
out = infr.infer_to_lmdb(net, ['x', 'z'], n, dst_prefix)
assert_equal(net.forward.call_count, n)
assert_list_equal(out, [n * 4] * 2)
for k in b.keys():
if k in ['x', 'z']:
assert_true(os.path.isdir(dst_prefix % k))
else:
assert_false(os.path.isdir(dst_prefix % k))
