Skip to content

all_equal() improvement #896

@rhettinger

Description

@rhettinger

The all_equal() recipe in the main itertools docs was chosen because it is a one liner, it is reasonably clear, and it nicely shows off how various tools can be chained together in a functional style.

For the production version in more-itertools, we can do better (faster startup overhead and fewer dependencies):

def all_equal(iterable, key=None):
    "Returns True if all the elements are equal to each other."
    # all_equal('4٤௪౪໔', key=int) → True

    iterator = groupby(iterable, key=key)
    try:
        next(iterator)
        next(iterator)
    except StopIteration:
        return True
    return False

Here are some timings that demonstrate reduced overhead for each of the cases (zero groups, one group, two or more groups):

% python3.13 -m timeit -s 'from itertools import islice, groupby' -s 'key=None' -s 'iterable=""' 'len(list(islice(groupby(iterable, key), 2))) <= 1' 
1000000 loops, best of 5: 233 nsec per loop
% python3.13 -m timeit -s 'from itertools import islice, groupby' -s 'key=None' -s 'iterable="a"' 'len(list(islice(groupby(iterable, key), 2))) <= 1'
1000000 loops, best of 5: 256 nsec per loop
% python3.13 -m timeit -s 'from itertools import islice, groupby' -s 'key=None' -s 'iterable="ab"' 'len(list(islice(groupby(iterable, key), 2))) <= 1'
1000000 loops, best of 5: 289 nsec per loop

% python3.13 -m timeit -s 'from itertools import islice, groupby' -s 'key=None' -s 'iterable=""' 'it=groupby(iterable)' 'try:' ' next(it)' ' next(it)' 'except StopIteration:' ' True' 'else:' ' False'
2000000 loops, best of 5: 150 nsec per loop
% python3.13 -m timeit -s 'from itertools import islice, groupby' -s 'key=None' -s 'iterable="a"' 'it=groupby(iterable)' 'try:' ' next(it)' ' next(it)' 'except StopIteration:' ' True' 'else:' ' False' 
2000000 loops, best of 5: 198 nsec per loop
% python3.13 -m timeit -s 'from itertools import islice, groupby' -s 'key=None' -s 'iterable="ab"' 'it=groupby(iterable)' 'try:' ' next(it)' ' next(it)' 'except StopIteration:' ' True' 'else:' ' False'
2000000 loops, best of 5: 174 nsec per loop

Downstream code such as iequals() will benefit most because it uses all_equal() in a loop.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions