def test_partial(self):
im = IterationManager(
num_epochs=2,
edge_paths=["A", "B", "C"],
num_edge_chunks=4,
iteration_idx=(1 * 3 + 2) * 4 + 3,
)
self.assertEqual(list(im), [(1, 2, 3)])
def test_properties(self):
im = IterationManager(num_epochs=2,
edge_paths=["A", "B", "C"],
num_edge_chunks=4,
iteration_idx=(0 * 3 + 1) * 4 + 2)
self.assertEqual(im.epoch_idx, 0)
self.assertEqual(im.edge_path_idx, 1)
self.assertEqual(im.edge_path, "B")
self.assertEqual(im.edge_chunk_idx, 2)
self.assertEqual(
im.get_checkpoint_metadata(), {
"iteration/num_epochs": 2,
"iteration/epoch_idx": 0,
"iteration/num_edge_paths": 3,
"iteration/edge_path_idx": 1,
"iteration/edge_path": "B",
"iteration/num_edge_chunks": 4,
"iteration/edge_chunk_idx": 2,
})
def test_tampering(self):
im = IterationManager(num_epochs=2,
edge_paths=["A", "B", "C"],
num_edge_chunks=4)
it = iter(im.remaining_iterations())
self.assertEqual(next(it), (0, 0, 0))
im.iteration_idx = (0 * 3 + 1) * 4 + 1
# When calling next it gets incremented.
self.assertEqual(next(it), (0, 1, 2))
im.edge_paths = ["foo", "bar"]
im.num_edge_chunks = 2
self.assertEqual(next(it), (1, 1, 1))
im.iteration_idx = 100
with self.assertRaises(StopIteration):
next(it)
def test_full(self):
im = IterationManager(num_epochs=2,
edge_paths=["A", "B", "C"],
num_edge_chunks=4)
self.assertEqual(list(im.remaining_iterations()),
list(product(range(2), range(3), range(4))))