是否有一种方法重命名字典键,而不重新分配其值为一个新名称和删除旧的名称键;并且没有通过dict键/值迭代?
在OrderedDict的情况下,做同样的事情,同时保持该键的位置。
是否有一种方法重命名字典键,而不重新分配其值为一个新名称和删除旧的名称键;并且没有通过dict键/值迭代?
在OrderedDict的情况下,做同样的事情,同时保持该键的位置。
当前回答
重命名所有字典键的情况:
target_dict = {'k1':'v1', 'k2':'v2', 'k3':'v3'}
new_keys = ['k4','k5','k6']
for key,n_key in zip(target_dict.keys(), new_keys):
target_dict[n_key] = target_dict.pop(key)
其他回答
重命名所有字典键的情况:
target_dict = {'k1':'v1', 'k2':'v2', 'k3':'v3'}
new_keys = ['k4','k5','k6']
for key,n_key in zip(target_dict.keys(), new_keys):
target_dict[n_key] = target_dict.pop(key)
对于一个普通的字典,你可以使用:
mydict[k_new] = mydict.pop(k_old)
这将把项移动到dict的末尾,除非k_new已经存在,在这种情况下,它将覆盖原地的值。
对于Python 3.7+字典,您还想保留顺序,最简单的方法是重新构建一个全新的实例。例如,将键2重命名为' 2 ':
>>> d = {0:0, 1:1, 2:2, 3:3}
>>> {"two" if k == 2 else k:v for k,v in d.items()}
{0: 0, 1: 1, 'two': 2, 3: 3}
OrderedDict也是如此,不能使用dict理解语法,但可以使用生成器表达式:
OrderedDict((k_new if k == k_old else k, v) for k, v in od.items())
像问题所要求的那样修改键本身是不切实际的,因为键是可哈希的,这通常意味着它们是不可变的,不能被修改。
如果有人想要一次重命名所有的键,提供一个包含新名称的列表:
def rename_keys(dict_, new_keys):
"""
new_keys: type List(), must match length of dict_
"""
# dict_ = {oldK: value}
# d1={oldK:newK,} maps old keys to the new ones:
d1 = dict( zip( list(dict_.keys()), new_keys) )
# d1{oldK} == new_key
return {d1[oldK]: value for oldK, value in dict_.items()}
对于保持顺序的情况(另一个是平凡的,删除旧的并添加新的):我对需要重构的有序字典不满意(至少部分),显然是出于效率的原因,所以我组合了一个类(OrderedDictX),它扩展了OrderedDict,并允许您高效地进行键更改,即在O(1)复杂度中。该实现还可以针对现在已排序的内置dict类进行调整。
它使用2个额外的字典来重新映射已更改的键(“外部”-例如,当它们出现在用户外部时)到底层OrderedDict中的键(“内部”)-字典将只保存已更改的键,因此只要没有更改键,它们将为空。
性能测量:
import timeit
import random
# Efficiency tests
from collections import MutableMapping
class OrderedDictRaymond(dict, MutableMapping):
def __init__(self, *args, **kwds):
if len(args) > 1:
raise TypeError('expected at 1 argument, got %d', len(args))
if not hasattr(self, '_keys'):
self._keys = []
self.update(*args, **kwds)
def rename(self,key,new_key):
ind = self._keys.index(key) #get the index of old key, O(N) operation
self._keys[ind] = new_key #replace old key with new key in self._keys
self[new_key] = self[key] #add the new key, this is added at the end of self._keys
self._keys.pop(-1) #pop the last item in self._keys
dict.__delitem__(self, key)
def clear(self):
del self._keys[:]
dict.clear(self)
def __setitem__(self, key, value):
if key not in self:
self._keys.append(key)
dict.__setitem__(self, key, value)
def __delitem__(self, key):
dict.__delitem__(self, key)
self._keys.remove(key)
def __iter__(self):
return iter(self._keys)
def __reversed__(self):
return reversed(self._keys)
def popitem(self):
if not self:
raise KeyError
key = self._keys.pop()
value = dict.pop(self, key)
return key, value
def __reduce__(self):
items = [[k, self[k]] for k in self]
inst_dict = vars(self).copy()
inst_dict.pop('_keys', None)
return (self.__class__, (items,), inst_dict)
setdefault = MutableMapping.setdefault
update = MutableMapping.update
pop = MutableMapping.pop
keys = MutableMapping.keys
values = MutableMapping.values
items = MutableMapping.items
def __repr__(self):
pairs = ', '.join(map('%r: %r'.__mod__, self.items()))
return '%s({%s})' % (self.__class__.__name__, pairs)
def copy(self):
return self.__class__(self)
@classmethod
def fromkeys(cls, iterable, value=None):
d = cls()
for key in iterable:
d[key] = value
return d
class obj_container:
def __init__(self, obj) -> None:
self.obj = obj
def change_key_splice(container, k_old, k_new):
od = container.obj
container.obj = OrderedDict((k_new if k == k_old else k, v) for k, v in od.items())
def change_key_raymond(container, k_old, k_new):
od = container.obj
od.rename(k_old, k_new)
def change_key_odx(container, k_old, k_new):
odx = container.obj
odx.change_key(k_old, k_new)
NUM_ITEMS = 20000
od_splice = OrderedDict([(x, x) for x in range(NUM_ITEMS)])
od_raymond = OrderedDictRaymond(od_splice.items())
odx = OrderedDictX(od_splice.items())
od_splice, od_raymond, odx = [obj_container(d) for d in [od_splice, od_raymond, odx]]
assert odx.obj == od_splice.obj
assert odx.obj == od_raymond.obj
# Pick randomly half of the keys to change
keys_to_change = random.sample(range(NUM_ITEMS), NUM_ITEMS//2)
print(f'OrderedDictX: {timeit.timeit(lambda: [change_key_odx(odx, k, k+NUM_ITEMS) for k in keys_to_change], number=1)}')
print(f'OrderedDictRaymond: {timeit.timeit(lambda: [change_key_raymond(od_raymond, k, k+NUM_ITEMS) for k in keys_to_change], number=1)}')
print(f'Splice: {timeit.timeit(lambda: [change_key_splice(od_splice, k, k+NUM_ITEMS) for k in keys_to_change], number=1)}')
assert odx.obj == od_splice.obj
assert odx.obj == od_raymond.obj
和结果:
OrderedDictX: 0.06587849999999995
OrderedDictRaymond: 1.1131364
Splice: 1165.2614647
正如预期的那样,拼接方法非常慢(但也没想到它会慢那么多),并且使用了大量内存,@Ashwini Chaudhary的O(N)解决方案(虽然已经修复了错误,但也需要del)也较慢,在本例中为17倍。
当然,这个解决方案是O(1),与O(N) OrderedDictRaymond相比,随着字典大小的增加,时间差变得更加明显,例如,对于5倍多的元素(100000),O(N)现在慢了100倍:
NUM_ITEMS = 100000
OrderedDictX: 0.3636919999999999
OrderedDictRaymond: 36.3963971
以下是代码,如果您看到问题或有改进建议,请评论,因为这可能仍然容易出错。
from collections import OrderedDict
class OrderedDictX(OrderedDict):
def __init__(self, *args, **kwargs):
# Mappings from new->old (ext2int), old->new (int2ext).
# Only the keys that are changed (internal key doesn't match what the user sees) are contained.
self._keys_ext2int = OrderedDict()
self._keys_int2ext = OrderedDict()
self.update(*args, **kwargs)
def change_key(self, k_old, k_new):
# Validate that the old key is part of the dict
if not self.__contains__(k_old):
raise Exception(f'Cannot rename key {k_old} to {k_new}: {k_old} not existing in dict')
# Return if no changing is actually to be done
if len(OrderedDict.fromkeys([k_old, k_new])) == 1:
return
# Validate that the new key would not conflict with another one
if self.__contains__(k_new):
raise Exception(f'Cannot rename key {k_old} to {k_new}: {k_new} already in dict')
# Change the key using internal dicts mechanism
if k_old in self._keys_ext2int:
# Revert change temporarily
k_old_int = self._keys_ext2int[k_old]
del self._keys_ext2int[k_old]
k_old = k_old_int
# Check if new key matches the internal key
if len(OrderedDict.fromkeys([k_old, k_new])) == 1:
del self._keys_int2ext[k_old]
return
# Finalize key change
self._keys_ext2int[k_new] = k_old
self._keys_int2ext[k_old] = k_new
def __contains__(self, k) -> bool:
if k in self._keys_ext2int:
return True
if not super().__contains__(k):
return False
return k not in self._keys_int2ext
def __getitem__(self, k):
if not self.__contains__(k):
# Intentionally raise KeyError in ext2int
return self._keys_ext2int[k]
return super().__getitem__(self._keys_ext2int.get(k, k))
def __setitem__(self, k, v):
if k in self._keys_ext2int:
return super().__setitem__(self._keys_ext2int[k], v)
# If the key exists in the internal state but was renamed to a k_ext,
# employ this trick: make it such that it appears as if k_ext has also been renamed to k
if k in self._keys_int2ext:
k_ext = self._keys_int2ext[k]
self._keys_ext2int[k] = k_ext
k = k_ext
return super().__setitem__(k, v)
def __delitem__(self, k):
if not self.__contains__(k):
# Intentionally raise KeyError in ext2int
del self._keys_ext2int[k]
if k in self._keys_ext2int:
k_int = self._keys_ext2int[k]
del self._keys_ext2int[k]
del self._keys_int2ext[k_int]
k = k_int
return super().__delitem__(k)
def __iter__(self):
yield from self.keys()
def __reversed__(self):
for k in reversed(super().keys()):
yield self._keys_int2ext.get(k, k)
def __eq__(self, other: object) -> bool:
if not isinstance(other, dict):
return False
if len(self) != len(other):
return False
for (k, v), (k_other, v_other) in zip(self.items(), other.items()):
if k != k_other or v != v_other:
return False
return True
def update(self, *args, **kwargs):
for k, v in OrderedDict(*args, **kwargs).items():
self.__setitem__(k, v)
def popitem(self, last=True) -> tuple:
if not last:
k = next(iter(self.keys()))
else:
k = next(iter(reversed(self.keys())))
v = self.__getitem__(k)
self.__delitem__(k)
return k, v
class OrderedDictXKeysView:
def __init__(self, odx: 'OrderedDictX', orig_keys):
self._odx = odx
self._orig_keys = orig_keys
def __iter__(self):
for k in self._orig_keys:
yield self._odx._keys_int2ext.get(k, k)
def __reversed__(self):
for k in reversed(self._orig_keys):
yield self._odx._keys_int2ext.get(k, k)
class OrderedDictXItemsView:
def __init__(self, odx: 'OrderedDictX', orig_items):
self._odx = odx
self._orig_items = orig_items
def __iter__(self):
for k, v in self._orig_items:
yield self._odx._keys_int2ext.get(k, k), v
def __reversed__(self):
for k, v in reversed(self._orig_items):
yield self._odx._keys_int2ext.get(k, k), v
def keys(self):
return self.OrderedDictXKeysView(self, super().keys())
def items(self):
return self.OrderedDictXItemsView(self, super().items())
def copy(self):
return OrderedDictX(self.items())
# FIXME: move this to pytest
if __name__ == '__main__':
MAX = 25
items = [(i+1, i+1) for i in range(MAX)]
keys = [i[0] for i in items]
d = OrderedDictX(items)
# keys() before change
print(list(d.items()))
assert list(d.keys()) == keys
# __contains__ before change
assert 1 in d
# __getitem__ before change
assert d[1] == 1
# __setitem__ before change
d[1] = 100
assert d[1] == 100
d[1] = 1
assert d[1] == 1
# __delitem__ before change
assert MAX in d
del d[MAX]
assert MAX not in d
d[MAX] = MAX
assert MAX in d
print('== Tests before key change finished ==')
# change_key and __contains__
assert MAX-1 in d
assert MAX*2 not in d
d.change_key(MAX-1, MAX*2)
assert MAX-1 not in d
assert MAX*2 in d
# items() and keys()
items[MAX-2] = (MAX*2, MAX-1)
keys[MAX-2] = MAX*2
assert list(d.items()) == items
assert list(d.keys()) == keys
print(list(d.items()))
# __getitem__
assert d[MAX*2] == MAX-1
# __setitem__
d[MAX*2] = MAX*3
items[MAX-2] = (MAX*2, MAX*3)
keys[MAX-2] = MAX*2
assert list(d.items()) == items
assert list(d.keys()) == keys
# __delitem__
del d[MAX]
items = items[:-1]
keys = keys[:-1]
assert list(d.items()) == items
assert list(d.keys()) == keys
d[MAX] = MAX
items.append((MAX, MAX))
keys.append(MAX)
# __iter__
assert list(d) == keys
# __reversed__
print(list(reversed(d.items())))
assert list(reversed(d)) == list(reversed(keys))
assert list(reversed(d.keys())) == list(reversed(keys))
assert list(reversed(d.items())) == list(reversed(items))
# pop_item()
assert d.popitem() == (MAX, MAX)
assert d.popitem() == (MAX*2, MAX*3)
items = items[:-2]
keys = keys[:-2]
assert list(d.items()) == items
assert list(d.keys()) == keys
# update()
d.update({1: 1000, MAX-2: MAX*4})
items[0] = (1, 1000)
items[MAX-3] = (MAX-2, MAX*4)
assert list(d.items()) == items
assert list(d.keys()) == keys
# move_to_end()
d.move_to_end(1)
items = items[1:] + [items[0]]
keys = keys[1:] + [keys[0]]
assert list(d.items()) == items
assert list(d.keys()) == keys
# __eq__
d.change_key(1, 2000)
other_d = OrderedDictX(d.items())
assert d == other_d
assert other_d == d
假设你想把键k3重命名为k4:
temp_dict = {'k1':'v1', 'k2':'v2', 'k3':'v3'}
temp_dict['k4']= temp_dict.pop('k3')