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pythondynamicattributesdefaultpython-dataclasses

How to change default values of dataclass attributes dynamically?


I would like to know if it is possible to change (dynamically) a default argument value in a dataclass, to achieve something like this:

from dataclasses import dataclass

@dataclass
class Foo:
    bar = "foobar"

Foo.bar = "world"

foo1 = Foo(bar="hello")  # foo1.bar = "hello"
foo2 = Foo()  # foo2.bar = "world"

Solution

  • You should inherit your dataclass:

    from dataclasses import dataclass
    
    @dataclass
    class Foo:
        bar = "foobar"
    
    Foo.bar = "world"
    
    foo1 = Foo(bar="hello")  # foo1.bar = "hello"
    foo2 = Foo()  # foo2.bar = "world"
    
    from dataclasses import dataclass
    
    @dataclass
    class NewFoo(Foo):
        bar = "world"
    
    
    
    foo1 = Foo(bar="hello")  # foo1.bar = "hello"
    foo2 = NewFoo()  # foo2.bar = "world"