Use of python namedtuple Function
- 2021-11-10 10:19:39
- OfStack
Look at the demonstration first in the directory
Access attributes like Class 1 are similar to dictionary access
Why is this possible?
Source code parsing
Why is there a shadow of class?
Why is there a dictionary shadow?
Look at the demo first
Dictionary-like access
Why is this possible?
Source code parsing
Why is there a shadow of class?
Why is there a dictionary shadow?
Access attributes like Class 1 are similar to dictionary access
Why is this possible?
Source code parsing
Why is there a shadow of class?
Why is there a dictionary shadow?
Look at the demo first
Access properties like Class 1
from collections import namedtuple
Friend = namedtuple('Friend', ['name', 'gender', 'address', 'star', 'signature'])
RidingRoad = Friend('RidingRoad', 'male', 'Mars', 'The five-star high praise',
'Change the world by Program!\n'
'Do what you like!\n'
'Live what you want!')
print(RidingRoad.name)
print(RidingRoad.gender)
print(RidingRoad.address)
print(RidingRoad.star)
print(RidingRoad.signature)
RidingRoad
male
Mars
The five-star high praise
Change the world by Program!
Do what you like!
Live what you want!
Dictionary-like access
Access items, keys, values like Dictionary 1
for key, value in RidingRoad.__dict__.items():
print(key, value)
print("*" * 30)
for key in RidingRoad.__dict__.keys():
print('{}: '.format(key), eval('RidingRoad.{}'.format(key)))
print("*" * 30)
for value in RidingRoad.__dict__.values():
print(value)
('name', 'RidingRoad')
('gender', 'male')
('address', 'Mars')
('star', 'The five-star high praise')
('signature', 'Change the world by Program!\nDo what you like!\nLive what you want!')
******************************
('name: ', 'RidingRoad')
('gender: ', 'male')
('address: ', 'Mars')
('star: ', 'The five-star high praise')
('signature: ', 'Change the world by Program!\nDo what you like!\nLive what you want!')
******************************
RidingRoad
male
Mars
The five-star high praise
Change the world by Program!
Do what you like!
Live what you want!
Why is this possible?
Here, you should have two questions:
Why is there a shadow of class? Why is there a dictionary shadow?
Source code parsing
Why is there a shadow of class?
Look at the source code _class_template part, in fact, the function inside for us to create a class
# Fill-in the class template
class_definition = _class_template.format(
typename = typename,
field_names = tuple(field_names),
num_fields = len(field_names),
arg_list = repr(tuple(field_names)).replace("'", "")[1:-1],
repr_fmt = ', '.join(_repr_template.format(name=name)
for name in field_names),
field_defs = '\n'.join(_field_template.format(index=index, name=name)
for index, name in enumerate(field_names))
)
if verbose:
print class_definition
Then what did _class_template do? Defining a class
_class_template = '''\
class {typename}(tuple):
'{typename}({arg_list})'
__slots__ = ()
_fields = {field_names!r}
def __new__(_cls, {arg_list}):
'Create new instance of {typename}({arg_list})'
return _tuple.__new__(_cls, ({arg_list}))
@classmethod
def _make(cls, iterable, new=tuple.__new__, len=len):
'Make a new {typename} object from a sequence or iterable'
result = new(cls, iterable)
if len(result) != {num_fields:d}:
raise TypeError('Expected {num_fields:d} arguments, got %d' % len(result))
return result
def __repr__(self):
'Return a nicely formatted representation string'
return '{typename}({repr_fmt})' % 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 {typename} object replacing specified fields with new values'
result = _self._make(map(kwds.pop, {field_names!r}, _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)
__dict__ = _property(_asdict)
def __getstate__(self):
'Exclude the OrderedDict from pickling'
pass
{field_defs}
'''
Why is there a dictionary shadow?
Look at the _asdict part of the source code, which is encapsulated as an ordered dictionary, so we can access the dictionary features through __dict__
__dict__ = _property(_asdict)
def _asdict(self):
'Return a new OrderedDict which maps field names to their values'
return OrderedDict(zip(self._fields, self))
The above is the python namedtuple function of the use of the details, more information about the python namedtuple function please pay attention to other related articles on this site!