Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions flax/struct.py
Original file line number Diff line number Diff line change
Expand Up @@ -228,6 +228,7 @@ class PyTreeNode:
"""

def __init_subclass__(cls, **kwargs):
super().__init_subclass__()
dataclass(cls, **kwargs) # pytype: disable=wrong-arg-types

def __init__(self, *args, **kwargs):
Expand Down
35 changes: 34 additions & 1 deletion tests/struct_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
"""Tests for flax.struct."""

import dataclasses
from typing import Any
from typing import Any, Generic, TypeVar

import jax
from absl.testing import absltest, parameterized
Expand Down Expand Up @@ -157,5 +157,38 @@ class B(struct.PyTreeNode, frozen=False):
self.assertEqual(obj.b, 2)


def test_generic_pytreenode_base_order(self):
# PyTreeNode + Generic should work regardless of base order (#5233).
T = TypeVar('T')
U = TypeVar('U')

# Generic after PyTreeNode.
class A(struct.PyTreeNode, Generic[T, U]):
x: int = 0

self.assertEqual(A.__parameters__, (T, U))
A[int, int] # should not raise

# Generic before PyTreeNode.
class B(Generic[T, U], struct.PyTreeNode):
x: int = 0

self.assertEqual(B.__parameters__, (T, U))
B[int, int] # should not raise

# Subclassing a parameterized generic PyTreeNode.
class Base(struct.PyTreeNode, Generic[T, U]):
x: int = 0

class Sub(Base[int, str]):
y: int = 1

obj = Sub(x=1, y=2)
self.assertEqual(obj.x, 1)
self.assertEqual(obj.y, 2)
leaves = jax.tree_util.tree_leaves(obj)
self.assertEqual(leaves, [1, 2])


if __name__ == '__main__':
absltest.main()
Loading