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Preserve tuples in TypeSpecs.
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PiperOrigin-RevId: 690793837
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tensorflower-gardener committed Oct 28, 2024
1 parent f7b9120 commit c512b1a
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Showing 2 changed files with 23 additions and 1 deletion.
2 changes: 1 addition & 1 deletion tf_keras/saving/legacy/saved_model/json_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -210,7 +210,7 @@ def get_json_type(obj):
return {
"class_name": "TypeSpec",
"type_spec": type_spec_name,
"serialized": obj._serialize(),
"serialized": _encode_tuple(obj._serialize()),
}
except ValueError:
raise ValueError(
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22 changes: 22 additions & 0 deletions tf_keras/saving/legacy/saved_model/json_utils_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@
"""Tests the JSON encoder and decoder."""

import enum
from typing import Mapping

import tensorflow.compat.v2 as tf

Expand All @@ -24,6 +25,16 @@
from tf_keras.testing_infra import test_utils


class _ExtensionType(tf.experimental.ExtensionType):
"""An ExtensionType with multiple tuples and mappings."""

__name__ = "tf_keras.json_utils.test._ExtensionType"

x: tf.Tensor
xy: tuple[tf.Tensor, tf.Tensor]
kv: Mapping[str, tf.Tensor]


class JsonUtilsTest(test_combinations.TestCase):
def test_encode_decode_tensor_shape(self):
metadata = {
Expand Down Expand Up @@ -64,6 +75,17 @@ def test_encode_decode_type_spec(self):
):
loaded = json_utils.decode(string)

def test_encode_decode_extensiontype_spec(self):
instance = _ExtensionType(
x=tf.constant(1),
xy=(tf.constant(2), tf.constant(True)),
kv={"a": tf.constant("foo"), "b": tf.constant("bar")},
)
spec = tf.type_spec_from_value(instance)
string = json_utils.Encoder().encode(spec)
loaded = json_utils.decode(string)
self.assertEqual(spec, loaded)

def test_encode_decode_enum(self):
class Enum(enum.Enum):
CLASS_A = "a"
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