Internal changes

chex/_src/dataclass.py

@@ -20,6 +20,7 @@
 
 from absl import logging
 import jax
+import tree
 
 
 FrozenInstanceError = dataclasses.FrozenInstanceError
@@ -62,7 +63,8 @@ def new_init(self, *orig_args, **orig_kwargs):
     all_kwargs = dict(*orig_args, **orig_kwargs)
     unknown_kwargs = set(all_kwargs.keys()) - all_fields
     if unknown_kwargs:
-      raise ValueError(f"__init__() got unexpected kwargs: {unknown_kwargs}.")
+      raise ValueError(
+          f"__init__() got unexpected keyword arguments: {unknown_kwargs}.")
 
     # Pass only arguments corresponding to fields with `init=True`.
     valid_kwargs = {k: v for k, v in all_kwargs.items() if k in init_fields}
@@ -91,7 +93,7 @@ def dataclass(
     order=False,
     unsafe_hash=False,
     frozen=False,
-    mappable_dataclass=True,  # pylint: disable=redefined-outer-name
+    mappable_dataclass=False,  # pylint: disable=redefined-outer-name
 ):
   """JAX-friendly wrapper for :py:func:`dataclasses.dataclass`.
 
@@ -185,7 +187,7 @@ def __call__(self, cls):
         delattr(dcls, attr)        # delete
 
     def _from_tuple(args):
-      return dcls(zip(dcls.__dataclass_fields__.keys(), args))
+      return dcls(**dict(zip(dcls.__dataclass_fields__.keys(), args)))
 
     def _to_tuple(self):
       return tuple(getattr(self, k) for k in self.__dataclass_fields__.keys())
@@ -202,6 +204,8 @@ def _getstate(self):
     def _setstate(self, state):
       if not class_self.registered:
         register_dataclass_type_with_jax_tree_util(dcls)
+        if not class_self.mappable_dataclass:
+          register_dataclass_type_with_dm_tree(dcls)
         class_self.registered = True
       self.__dict__.update(state)
 
@@ -213,6 +217,8 @@ def _setstate(self, state):
     def _init(self, *args, **kwargs):
       if not class_self.registered:
         register_dataclass_type_with_jax_tree_util(dcls)
+        if not class_self.mappable_dataclass:
+          register_dataclass_type_with_dm_tree(dcls)
         class_self.registered = True
       return orig_init(self, *args, **kwargs)
 
@@ -246,3 +252,30 @@ def register_dataclass_type_with_jax_tree_util(data_class):
         nodetype=data_class, flatten_func=flatten, unflatten_func=unflatten)
   except ValueError:
     logging.info("%s is already registered as JAX PyTree node.", data_class)
+
+
+def register_dataclass_type_with_dm_tree(data_class):
+  """Register an existing dataclass with dm_tree node registry.
+
+  This will mean that functions in dm_tree will operate over fields of the
+  dataclass.
+
+  Args:
+    data_class: A class created using dataclasses.dataclass. It must be
+      constructable from keyword arguments corresponding to the members exposed
+      in instance.__dict__.
+  """
+
+  def to_iterable(d):
+    keys, values = jax.util.unzip2(sorted(d.__dict__.items()))
+    return values, keys, keys
+
+  def from_iterable(keys, values):
+    return data_class(**dict(zip(keys, values)))
+
+  try:
+    tree.register_node(data_class, to_iterable, from_iterable)
+  except ValueError:
+    logging.log_first_n(logging.INFO,
+                        "%s is already registered as dm_tree node.", 1,
+                        data_class)

chex/_src/dataclass_test.py

@@ -365,12 +365,17 @@ class SimpleDataclass:
       b: int = 2
 
     SimpleDataclass(a=1, b=3)
-    with self.assertRaisesRegex(ValueError, 'init.*got unexpected kwargs'):
+    with self.assertRaisesRegex((ValueError, TypeError),
+                                '.*unexpected keyword argument.*'):
       SimpleDataclass(a=1, b=3, c=4)
 
-  def test_tuple_conversion(self):
+  @parameterized.named_parameters(
+      ('non_mappable', False),
+      ('mappable', True),
+  )
+  def test_tuple_conversion(self, mappable):
 
-    @chex_dataclass()
+    @chex_dataclass(mappable_dataclass=mappable)
     class SimpleDataclass:
       b: int
       a: int