fixbug: Optional not working

metagpt/actions/action_node.py

@@ -236,13 +236,27 @@ class ActionNode:
     def create_model_class(cls, class_name: str, mapping: Dict[str, Tuple[Type, Any]]):
         """基于pydantic v2的模型动态生成，用来检验结果类型正确性"""
 
+        def is_optional_type(tp):
+            if typing.get_origin(tp) is Union:
+                args = typing.get_args(tp)
+                non_none_types = [arg for arg in args if arg is not type(None)]
+                return len(non_none_types) == 1 and len(args) == 2
+            return False
+
         def check_fields(cls, values):
-            required_fields = set(mapping.keys())
+            all_fields = set(mapping.keys())
+            required_fields = set()
+            for k, v in mapping.items():
+                type_v, field_info = v
+                if is_optional_type(type_v):
+                    continue
+                required_fields.add(k)
+
             missing_fields = required_fields - set(values.keys())
             if missing_fields:
                 raise ValueError(f"Missing fields: {missing_fields}")
 
-            unrecognized_fields = set(values.keys()) - required_fields
+            unrecognized_fields = set(values.keys()) - all_fields
             if unrecognized_fields:
                 logger.warning(f"Unrecognized fields: {unrecognized_fields}")
             return values

tests/metagpt/actions/test_action_node.py

@@ -6,7 +6,7 @@
 @File    : test_action_node.py
 """
 from pathlib import Path
-from typing import List, Tuple
+from typing import List, Optional, Tuple
 
 import pytest
 from pydantic import BaseModel, Field, ValidationError
@@ -302,6 +302,18 @@ def test_action_node_from_pydantic_and_print_everything():
     assert "tasks" in code, "tasks should be in code"
 
 
+def test_optional():
+    mapping = {
+        "Logic Analysis": (Optional[List[Tuple[str, str]]], Field(default=None)),
+        "Task list": (Optional[List[str]], None),
+        "Anything UNCLEAR": (Optional[str], None),
+    }
+    m = {"Anything UNCLEAR": "a"}
+    t = ActionNode.create_model_class("test_class_1", mapping)
+
+    t1 = t(**m)
+    assert t1
+
+
 if __name__ == "__main__":
-    test_create_model_class()
-    test_create_model_class_with_mapping()
+    pytest.main([__file__, "-s"])