Make BaseOutput dataclasses picklable (huggingface#5234)

* Make BaseOutput dataclasses picklable

* make style

* Test

* Empty commit

* Simpler and safer

Author: cbensimon

src/diffusers/utils/outputs.py

@@ -16,7 +16,7 @@
 """
 
 from collections import OrderedDict
-from dataclasses import fields
+from dataclasses import fields, is_dataclass
 from typing import Any, Tuple
 
 import numpy as np
@@ -101,6 +101,13 @@ def __setitem__(self, key, value):
         # Don't call self.__setattr__ to avoid recursion errors
         super().__setattr__(key, value)
 
+    def __reduce__(self):
+        if not is_dataclass(self):
+            return super().__reduce__()
+        callable, _args, *remaining = super().__reduce__()
+        args = tuple(getattr(self, field.name) for field in fields(self))
+        return callable, args, *remaining
+
     def to_tuple(self) -> Tuple[Any]:
         """
         Convert self to a tuple containing all the attributes/keys that are not `None`.

tests/others/test_outputs.py

@@ -1,3 +1,4 @@
+import pickle as pkl
 import unittest
 from dataclasses import dataclass
 from typing import List, Union
@@ -58,3 +59,13 @@ def test_outputs_dict_init(self):
         assert isinstance(outputs["images"][0], PIL.Image.Image)
         assert isinstance(outputs[0], list)
         assert isinstance(outputs[0][0], PIL.Image.Image)
+
+    def test_outputs_serialization(self):
+        outputs_orig = CustomOutput(images=[PIL.Image.new("RGB", (4, 4))])
+        serialized = pkl.dumps(outputs_orig)
+        outputs_copy = pkl.loads(serialized)
+
+        # Check original and copy are equal
+        assert dir(outputs_orig) == dir(outputs_copy)
+        assert dict(outputs_orig) == dict(outputs_copy)
+        assert vars(outputs_orig) == vars(outputs_copy)