Custom attribute with both NUMBER and BOOL values

[Shogo1222]

Hi,

How can I create a custom attribute that contains both number and BOOL values?
NUMBER may have been mixed up with past data in the same attribute in DynamoDB.
I would like to read all the numbers and BOOL values in DynamoDB and convert them to BOOL.

However, the attr_type must be specified, and it can only be either BOOL or number.
I would appreciate it if you could tell me how to resolve this issue.

DynamoDB:

{'value': {'N': '0'}}

{'value': {'BOOL': '0'}}

CustomAttribute:

class CustomAttribute(Attribute):
    def serialize(self, value):
        if value is None:
            return None
        elif value:
            return True
        else:
            return False

    def deserialize(self, value):
        if value is None:
            return None
        elif isinstance(value, bool):
            return bool(value)
        elif isinstance(value, str):
            return bool(json.loads(value))

PynamoDB/pynamodb/attributes.py

Line 194 in e8d3bb4

if self.attr_type not in value:

I see here that it may not be supported, but if there is another way, please let me know.

Thanks.

[ikonst]

I haven't tested it out, but looking at the source, will overriding BooleanAttribute's get_value work?

class CustomAttribute(BooleanAttribute):
  def get_value(self, value: Dict[str, Any]) -> Any:
      if 'N' in value:
         value = {'B': bool(value['N'])}
      return super().get_value(value)