Electricmonk

Ferry Boender

Programmer, DevOpper, Open Source enthusiast.

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Merging two Python dictionaries by deep-updating

Sunday, May 7th, 2017

Say we have two Python dictionaries:

{
    'name': 'Ferry',
    'hobbies': ['programming', 'sci-fi']
}

and

{
    'hobbies': ['gaming']
}

What if we want to merge these two dictionaries such that "gaming" is added to the "hobbies" key of the first dictionary? I couldn't find anything online that did this already, so I wrote the following function for it:

# Copyright Ferry Boender, released under the MIT license.
def deepupdate(target, src):
    """Deep update target dict with src
    For each k,v in src: if k doesn't exist in target, it is deep copied from
    src to target. Otherwise, if v is a list, target[k] is extended with
    src[k]. If v is a set, target[k] is updated with v, If v is a dict,
    recursively deep-update it.

    Examples:
    >>> t = {'name': 'Ferry', 'hobbies': ['programming', 'sci-fi']}
    >>> deepupdate(t, {'hobbies': ['gaming']})
    >>> print t
    {'name': 'Ferry', 'hobbies': ['programming', 'sci-fi', 'gaming']}
    """
    for k, v in src.items():
        if type(v) == list:
            if not k in target:
                target[k] = copy.deepcopy(v)
            else:
                target[k].extend(v)
        elif type(v) == dict:
            if not k in target:
                target[k] = copy.deepcopy(v)
            else:
                deepupdate(target[k], v)
        elif type(v) == set:
            if not k in target:
                target[k] = v.copy()
            else:
                target[k].update(v.copy())
        else:
            target[k] = copy.copy(v)

It uses a combination of deepcopy(), updating and self recursion to perform a complete merger of the two dictionaries.

As mentioned in the comment, the above function is released under the MIT license, so feel free to use it any of your programs.

The text of all posts on this blog, unless specificly mentioned otherwise, are licensed under this license.