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Original file line number Diff line number Diff line change
Expand Up @@ -62,6 +62,7 @@
from orbax.checkpoint._src.serialization import type_handler_registry
from orbax.checkpoint._src.serialization import type_handlers
from orbax.checkpoint._src.testing import multiprocess_test
from orbax.checkpoint._src.testing import test_tree_utils
from orbax.checkpoint._src.tree import utils as tree_utils


Expand Down Expand Up @@ -131,7 +132,6 @@ def _create_restore_args(arr, mesh, axes):
self.directory = epath.Path(
self.create_tempdir(name='checkpointing_test').full_path
)
# TODO: b/365169723 - Add tests for support_rich_types=True.
self.pytree_metadata_options = tree_metadata.PyTreeMetadataOptions(
support_rich_types=False
)
Expand Down Expand Up @@ -696,6 +696,27 @@ def test_save_strings(
self.assertEqual(data['foo'], 'foo_val')
self.assertEqual(data['bar'], 'bar_val')

def test_save_restore_rich_types(self):
"""Test saving and restoring rich types (NamedTuple) with support_rich_types=True."""
pytree = test_tree_utils.IntegerNamedTuple(x=1, y=2)
with self.ocdbt_checkpoint_handler(
use_ocdbt=False,
pytree_metadata_options=tree_metadata.PyTreeMetadataOptions(
support_rich_types=True
),
) as checkpoint_handler:
checkpoint_handler.save(self.directory, args=PyTreeSaveArgs(pytree))
restored = checkpoint_handler.restore(
self.directory,
args=PyTreeRestoreArgs(
item=pytree,
restore_args=jax.tree.map(lambda _: RestoreArgs(), pytree)
),
)
self.assertEqual(type(restored), test_tree_utils.IntegerNamedTuple)
self.assertEqual(restored.x, 1)
self.assertEqual(restored.y, 2)

def test_cast(self):
pytree, save_args, restore_args = self.create_mixed_format_pytree()

Expand Down Expand Up @@ -929,7 +950,9 @@ def make_params():

save_args = jax.tree.map(lambda _: SaveArgs(), params)
with self.ocdbt_checkpoint_handler(
use_ocdbt, array_metadata_store=array_metadata_store
use_ocdbt,
array_metadata_store=array_metadata_store,
pytree_metadata_options=self.pytree_metadata_options,
) as checkpoint_handler:
checkpoint_handler.save(
self.directory, args=PyTreeSaveArgs(params, save_args)
Expand Down Expand Up @@ -2481,6 +2504,7 @@ def test_restore_item_has_missing_leaves(
with self.ocdbt_checkpoint_handler(
use_ocdbt=use_ocdbt,
array_metadata_store=array_metadata_store_lib.Store(),
pytree_metadata_options=self.pytree_metadata_options,
) as handler:
handler.save(self.directory, args=PyTreeSaveArgs(self.pytree))

Expand Down Expand Up @@ -2733,12 +2757,14 @@ class EmptyContainer(NamedTuple):
with self.ocdbt_checkpoint_handler(
use_ocdbt=use_ocdbt,
array_metadata_store=array_metadata_store_lib.Store(),
pytree_metadata_options=self.pytree_metadata_options,
) as save_handler:
save_handler.save(directory, pytree)

with self.ocdbt_checkpoint_handler(
use_ocdbt=use_ocdbt,
array_metadata_store=array_metadata_store_lib.Store(),
pytree_metadata_options=self.pytree_metadata_options,
) as restore_handler:
reference_item = {
'a': 0,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -34,4 +34,4 @@ class PyTreeMetadataOptions:


# Global default options.
PYTREE_METADATA_OPTIONS = PyTreeMetadataOptions(support_rich_types=False)
PYTREE_METADATA_OPTIONS = PyTreeMetadataOptions(support_rich_types=True)
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