def testRaggedBatchGatherStaticError(self,
params,
indices,
message,
error=ValueError):
with self.assertRaisesRegexp(error, message):
ragged.batch_gather(params, indices)
def testRaggedBatchGatherStaticError(self,
params,
indices,
message=None,
error=ValueError):
with self.assertRaisesRegexp(error, message):
ragged.batch_gather(params, indices)
def testRaggedBatchGatherUnknownRankError(self):
params = [['a', 'b'], ['c', 'd']]
indices = array_ops.placeholder(dtypes.int32, shape=None)
ragged_indices = ragged.from_row_splits(indices, [0, 2, 4])
with self.assertRaisesRegexp(
ValueError, 'batch_gather does not allow indices with unknown shape.'):
ragged.batch_gather(params, indices)
with self.assertRaisesRegexp(
ValueError, 'batch_gather does not allow indices with unknown shape.'):
ragged.batch_gather(params, ragged_indices)
def testRaggedBatchGatherUnknownRankError(self):
params = [['a', 'b'], ['c', 'd']]
indices = array_ops.placeholder(dtypes.int32, shape=None)
ragged_indices = ragged.from_row_splits(indices, [0, 2, 4])
with self.assertRaisesRegexp(
ValueError, 'batch_gather does not allow indices with unknown shape.'):
ragged.batch_gather(params, indices)
with self.assertRaisesRegexp(
ValueError, 'batch_gather does not allow indices with unknown shape.'):
ragged.batch_gather(params, ragged_indices)
def testRaggedBatchGather(self, descr, params, indices, expected):
result = ragged.batch_gather(params, indices)
self.assertEqual(
getattr(result, 'ragged_rank', 0), getattr(expected, 'ragged_rank', 0))
with self.test_session():
if hasattr(expected, 'tolist'):
expected = expected.tolist()
self.assertEqual(result.eval().tolist(), expected)
def testRaggedBatchGather(self, descr, params, indices, expected):
result = ragged.batch_gather(params, indices)
self.assertEqual(getattr(result, 'ragged_rank', 0),
getattr(expected, 'ragged_rank', 0))
with self.test_session():
if hasattr(expected, 'tolist'):
expected = expected.tolist()
self.assertEqual(result.eval().tolist(), expected)
def testRaggedBatchGather(self, descr, params, indices, expected):
result = ragged.batch_gather(params, indices)
self.assertRaggedEqual(result, expected)