我需要合并多个字典,这是我有例如:

dict1 = {1:{"a":{A}}, 2:{"b":{B}}}

dict2 = {2:{"c":{C}}, 3:{"d":{D}}}

A、B、C和D是树的叶子,比如{"info1":"value", "info2":"value2"}

字典的级别(深度)未知,可能是{2:{"c":{"z":{"y":{c}}}}}

在我的例子中,它表示一个目录/文件结构,节点是文档,叶子是文件。

我想将它们合并得到:

 dict3 = {1:{"a":{A}}, 2:{"b":{B},"c":{C}}, 3:{"d":{D}}}

我不确定如何用Python轻松做到这一点。


当前回答

换个答案怎么样?!?这也避免了突变/副作用:

def merge(dict1, dict2):
    output = {}

    # adds keys from `dict1` if they do not exist in `dict2` and vice-versa
    intersection = {**dict2, **dict1}

    for k_intersect, v_intersect in intersection.items():
        if k_intersect not in dict1:
            v_dict2 = dict2[k_intersect]
            output[k_intersect] = v_dict2

        elif k_intersect not in dict2:
            output[k_intersect] = v_intersect

        elif isinstance(v_intersect, dict):
            v_dict2 = dict2[k_intersect]
            output[k_intersect] = merge(v_intersect, v_dict2)

        else:
            output[k_intersect] = v_intersect

    return output

dict1 = {1:{"a":{"A"}}, 2:{"b":{"B"}}}
dict2 = {2:{"c":{"C"}}, 3:{"d":{"D"}}}
dict3 = {1:{"a":{"A"}}, 2:{"b":{"B"},"c":{"C"}}, 3:{"d":{"D"}}}

assert dict3 == merge(dict1, dict2)

其他回答

如果你有一个未知级别的字典,那么我会建议一个递归函数:

def combineDicts(dictionary1, dictionary2):
    output = {}
    for item, value in dictionary1.iteritems():
        if dictionary2.has_key(item):
            if isinstance(dictionary2[item], dict):
                output[item] = combineDicts(value, dictionary2.pop(item))
        else:
            output[item] = value
    for item, value in dictionary2.iteritems():
         output[item] = value
    return output

我还没有对此进行广泛的测试,因此,鼓励您的反馈。

from collections import defaultdict

dict1 = defaultdict(list)

dict2= defaultdict(list)

dict3= defaultdict(list)


dict1= dict(zip(Keys[ ],values[ ]))

dict2 = dict(zip(Keys[ ],values[ ]))


def mergeDict(dict1, dict2):

    dict3 = {**dict1, **dict2}

    for key, value in dict3.items():

        if key in dict1 and key in dict2:

           dict3[key] = [value , dict1[key]]

    return dict3

dict3 = mergeDict(dict1, dict2)

#sort keys alphabetically.

dict3.keys()

合并两个字典并添加公共键的值

当然,代码将取决于您解决合并冲突的规则。这里有一个版本,它可以接受任意数量的参数,并递归地将它们合并到任意深度,而不使用任何对象突变。它使用以下规则来解决合并冲突:

字典优先于非字典值({"foo":{…}}优先于{"foo": "bar"}) 后面的参数优先于前面的参数(如果按顺序合并{"a": 1}, {"a", 2}和{"a": 3},结果将是{"a": 3})

try:
    from collections import Mapping
except ImportError:
    Mapping = dict

def merge_dicts(*dicts):                                                            
    """                                                                             
    Return a new dictionary that is the result of merging the arguments together.   
    In case of conflicts, later arguments take precedence over earlier arguments.   
    """                                                                             
    updated = {}                                                                    
    # grab all keys                                                                 
    keys = set()                                                                    
    for d in dicts:                                                                 
        keys = keys.union(set(d))                                                   

    for key in keys:                                                                
        values = [d[key] for d in dicts if key in d]                                
        # which ones are mapping types? (aka dict)                                  
        maps = [value for value in values if isinstance(value, Mapping)]            
        if maps:                                                                    
            # if we have any mapping types, call recursively to merge them          
            updated[key] = merge_dicts(*maps)                                       
        else:                                                                       
            # otherwise, just grab the last value we have, since later arguments    
            # take precedence over earlier arguments                                
            updated[key] = values[-1]                                               
    return updated  

由于dictviews支持集合操作,我能够极大地简化jterrace的答案。

def merge(dict1, dict2):
    for k in dict1.keys() - dict2.keys():
        yield (k, dict1[k])

    for k in dict2.keys() - dict1.keys():
        yield (k, dict2[k])

    for k in dict1.keys() & dict2.keys():
        yield (k, dict(merge(dict1[k], dict2[k])))

任何将dict与非dict(技术上讲,一个带有'keys'方法的对象和一个没有'keys'方法的对象)组合的尝试都会引发AttributeError。这包括对函数的初始调用和递归调用。这正是我想要的,所以我离开了。您可以很容易地捕获递归调用抛出的AttributeErrors,然后生成您想要的任何值。

下面的函数将b合并为a。

def mergedicts(a, b):
    for key in b:
        if isinstance(a.get(key), dict) or isinstance(b.get(key), dict):
            mergedicts(a[key], b[key])
        else:
            a[key] = b[key]
    return a