How named tuples are implemented internally in python?

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Named tuples are easy to create, lightweight object types. namedtuple instances can be referenced using object-like variable deferencing or the standard tuple

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  • 2021-01-02 03:57

    Actually, it's very easy to find out how a given namedtuple is implemented: if you pass the keyword argument verbose=True when creating it, its class definition is printed:

    >>> Point = namedtuple('Point', "x y", verbose=True)
    from builtins import property as _property, tuple as _tuple
    from operator import itemgetter as _itemgetter
    from collections import OrderedDict
    
    class Point(tuple):
        'Point(x, y)'
    
        __slots__ = ()
    
        _fields = ('x', 'y')
    
        def __new__(_cls, x, y):
            'Create new instance of Point(x, y)'
            return _tuple.__new__(_cls, (x, y))
    
        @classmethod
        def _make(cls, iterable, new=tuple.__new__, len=len):
            'Make a new Point object from a sequence or iterable'
            result = new(cls, iterable)
            if len(result) != 2:
                raise TypeError('Expected 2 arguments, got %d' % len(result))
            return result
    
        def _replace(_self, **kwds):
            'Return a new Point object replacing specified fields with new values'
            result = _self._make(map(kwds.pop, ('x', 'y'), _self))
            if kwds:
                raise ValueError('Got unexpected field names: %r' % list(kwds))
            return result
    
        def __repr__(self):
            'Return a nicely formatted representation string'
            return self.__class__.__name__ + '(x=%r, y=%r)' % self
    
        @property
        def __dict__(self):
            'A new OrderedDict mapping field names to their values'
            return OrderedDict(zip(self._fields, self))
    
        def _asdict(self):
            '''Return a new OrderedDict which maps field names to their values.
               This method is obsolete.  Use vars(nt) or nt.__dict__ instead.
            '''
            return self.__dict__
    
        def __getnewargs__(self):
            'Return self as a plain tuple.  Used by copy and pickle.'
            return tuple(self)
    
        def __getstate__(self):
            'Exclude the OrderedDict from pickling'
            return None
    
        x = _property(_itemgetter(0), doc='Alias for field number 0')
    
        y = _property(_itemgetter(1), doc='Alias for field number 1')
    

    So, it's a subclass of tuple with some extra methods to give it the required behaviour, a _fields class-level constant containing the field names, and property methods for attribute access to the tuple's members.

    As for the code behind actually building this class definition, that's deep magic.

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