Как исправить ошибку Python YAML namedtuple: yaml.representer.RepresenterError: ('cannot represent an object', ...

Проблема:

Вы пытаетесь выполнить yaml.safe_dump() для объекта, который является (или содержит) экземпляром namedtuple, например:

yaml_namedtuple_fix.py

import yaml
import collections

MyTuple = collections.namedtuple("MyTuple", ["a", "b", "c"])
mytuple = MyTuple(1,2,3)

yaml.safe_dump(mytuple)

import yaml
import collections

MyTuple = collections.namedtuple("MyTuple", ["a", "b", "c"])
mytuple = MyTuple(1,2,3)

yaml.safe_dump(mytuple)

что приводит к следующему исключению:

yaml_namedtuple_error.txt

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/__init__.py", line 269, in safe_dump
    return dump_all([data], stream, Dumper=SafeDumper, **kwds)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/__init__.py", line 241, in dump_all
    dumper.represent(data)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/representer.py", line 27, in represent
    node = self.represent_data(data)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/representer.py", line 58, in represent_data
    node = self.yaml_representers[None](self, data)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/representer.py", line 231, in represent_undefined
    raise RepresenterError("cannot represent an object", data)
yaml.representer.RepresenterError: ('cannot represent an object', MyTuple(a=1, b=2, c=3))

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/__init__.py", line 269, in safe_dump
    return dump_all([data], stream, Dumper=SafeDumper, **kwds)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/__init__.py", line 241, in dump_all
    dumper.represent(data)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/representer.py", line 27, in represent
    node = self.represent_data(data)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/representer.py", line 58, in represent_data
    node = self.yaml_representers[None](self, data)
  File "/home/uli/.local/lib/python3.10/site-packages/yaml/representer.py", line 231, in represent_undefined
    raise RepresenterError("cannot represent an object", data)
yaml.representer.RepresenterError: ('cannot represent an object', MyTuple(a=1, b=2, c=3))

Решение

Вам нужно добавить пользовательский репрезентатор для неявного преобразования вашего namedtuple в dict.

Перед запуском yaml.safe_dump() добавьте следующие строки:

represent_namedtuple_fix.py

import collections

def represent_namedtuple(dumper, data):
    return dumper.represent_dict(data._asdict())

yaml.SafeDumper.add_representer(MyTuple, represent_namedtuple)

import collections

def represent_namedtuple(dumper, data):
    return dumper.represent_dict(data._asdict())

yaml.SafeDumper.add_representer(MyTuple, represent_namedtuple)

Вам нужно вызвать add_representer() для каждого используемого namedtuple!

Теперь вызов yaml.safe_dump() должен работать идеально:

yaml_safe_dump_fixed.py

yaml.safe_dump(mytuple) # Returns 'a: 1\nb: 2\nc: 3\n'

yaml.safe_dump(mytuple) # Returns 'a: 1\nb: 2\nc: 3\n'