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Recursively accessing dictionaries and sorting a list of nested data structures
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from functools import partial | |
def recursiveitemgetter(keys): | |
"""Returns a function that recursively fetches a value from a | |
dictionary, where keys is a list of keys to traverse.""" | |
def recursive_get(keys, dictionary): | |
"""Recursively fetches a value from a dictionary, where keys is a | |
list of keys to traverse.""" | |
return reduce(lambda acc, i: acc.get(i), keys, dictionary) | |
return partial(recursive_get, keys) | |
# Example: Sorting a list of dictionaries by arbitrarily nested keys | |
dicts = [ | |
{'foo': {'bar': 123}, 'baz': 1}, | |
{'foo': {'bar': 111}, 'baz': 5}, | |
{'foo': {'bar': 234}, 'baz': 3}, | |
{'foo': {'bar': 555}, 'baz': 2}, | |
{'foo': {'bar': 411}, 'baz': 8}, | |
] | |
sorted_by_bar = sorted(dicts, key=recursiveitemgetter(['foo', 'bar'])) | |
sorted_by_baz = sorted(dicts, key=recursiveitemgetter(['baz'])) |
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