Namedtuple
We’ve all been there - working on a one-off script or personal project where you deal with lots of tuples: maybe points on a coordinate grid or time-series data, or anything imported from a csv
. You do the lazy thing and keep track of everything in a list of tuples, shrugging off that object-oriented nagging in the back of your head.
Python, as always, has a solution for your troubles, hidden in a rarely-accessed collections
submodule.
Behold, ye mighty, and despair – I present to you namedtuple
, a perfect middleground for developers like myself who are too precocious to live with poorly-documented tuple monstrosities and too lazy to do anything about it.
>>> from collections import namedtuple
>>> Point = namedtuple("Point", ("x", "y"))
>>> foo = Point(0, 4)
>>> foo
Point(x=0, y=4)
>>> foo.x
0
>>> foo[1]
4
Behind the scenes, namedtuple
actually creates an entire subclass of tuple
, which you can verify by adding verbose=True
:
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 __repr__(self):
'Return a nicely formatted representation string'
return 'Point(x=%r, y=%r)' % self
def _asdict(self):
'Return a new OrderedDict which maps field names to their values'
return OrderedDict(zip(self._fields, self))
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' % kwds.keys())
return result
def __getnewargs__(self):
'Return self as a plain tuple. Used by copy and pickle.'
return tuple(self)
x = _property(_itemgetter(0), doc='Alias for field number 0')
y = _property(_itemgetter(1), doc='Alias for field number 1')
And, since they’re subclasses of tuples, you get all of the wonderful interactions baked right in:
>>> [foo, Point(-2, 2)]
[Point(x=0, y=4), Point(x=-2, y=2)]
>>> map(abs, Point(-2, 2))
[2, 2]
Simple, elegant, and way more self-documenting than referencing line[8]
and hoping you remember that 8 is the invoice amount and not the revenue figure (especially thirty days after you write the damn thing).