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Remove duplicates dicts from list (Python), #python #ipython. Source for solutions - https://stackoverflow.com/questions/9427163/remove-duplicate-dict-in-list-in-python
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README.md

Explanation

I wanted to find the best solution to remove duplicate dictionaries from list.

best means here, clean code, readable and fast.

Unhashable values

The fastest solution, in case where some values of the dict itself, are unhashable too:

def test_unique_simple_loop(l):
    b = []
    for i in range(0, len(l)):
        if l[i] not in l[i+1:]:
            b.append(l[i])
    return b

The benchmark results are changing for each running, but in the overall, this solution was the fastest I found, very close to test_unique_with_enumerate too.

Dicts, all values are hashable

The fastest solutions in case, there are no unhashable values in the dicts are:

def test_unique_with_tuple(l):
    return [dict(t) for t in {tuple(d.items()) for d in l}]

def test_unique_with_frozenset(l):
    return {frozenset(item.items()): item for item in l}.values()

The speed here is much faster of course, we don't copy the list, and don't need to do another loop with changes before removing duplicates like the previous example.

1000 loops, best of 3: 350 µs per loop

Thanks

Awesome stackoverflow q&a with a lot of solutions, I tried most of them, the check what's better.

https://stackoverflow.com/questions/9427163/remove-duplicate-dict-in-list-in-python

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mock_data.json
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{"id":2,"first_name":"Tiphanie","last_name":"Pirri","email":["[email protected]","[email protected]"],"friends":["Elset","Ninnetta","Tish"]},
{"id":3,"first_name":"Mada","last_name":"Ewing","email":["[email protected]","[email protected]"],"friends":["Bessy","Elmira","Bessie"]},
{"id":4,"first_name":"Ross","last_name":"Jacob","email":["[email protected]","[email protected]"],"friends":["Kienan","Haley","Reiko"]},
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{"id":7,"first_name":"Ede","last_name":"Nisius","email":["[email protected]","[email protected]"],"friends":["Cooper","Karoline","Giacobo"]},
{"id":8,"first_name":"Mair","last_name":"O'Coskerry","email":["[email protected]","[email protected]"],"friends":["Amalle","Inger","Karrie"]},
{"id":9,"first_name":"Ad","last_name":"Bennie","email":["[email protected]","[email protected]"],"friends":["Rozamond","Briano","Moe"]},
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{"id":12,"first_name":"Morgun","last_name":"Smittoune","email":["[email protected]","[email protected]"],"friends":["Roobbie","Kore","Hubie"]},
{"id":13,"first_name":"Albrecht","last_name":"Farnes","email":["[email protected]","[email protected]"],"friends":["Jordain","Jarvis","Krystle"]},
{"id":14,"first_name":"Saunder","last_name":"Bennoe","email":["[email protected]","[email protected]"],"friends":["Clementina","Gavrielle","Joby"]},
{"id":15,"first_name":"Lotty","last_name":"Olrenshaw","email":["[email protected]","[email protected]"],"friends":["Ebony","Laryssa","Florette"]},
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{"id":61,"first_name":"Diandra","last_name":"Schrei","email":["[email protected]","[email protected]"],"friends":["Erika","Tammy","Inigo"]},
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{"id":66,"first_name":"Cassaundra","last_name":"Rassell","email":["[email protected]","[email protected]"],"friends":["Ruby","Janifer","Dewitt"]},
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{"id":92,"first_name":"Krista","last_name":"Wynne","email":["[email protected]","[email protected]"],"friends":["Sergeant","Giff","Yoshi"]},
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{"id":94,"first_name":"Garrot","last_name":"Hagston","email":["[email protected]","[email protected]"],"friends":["Noby","Sonny","Cornelle"]},
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