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Time needed to search in a list or set in Python
The time it takes to search an item in a list
depends on the size of the list and the position of the item in it. While for set
the time cost is maintained. Here, we do not consider the time needed to create the lists and sets.
l100 = list(range(100))
s100 = set(range(100))
l100k = list(range(100_000))
s100k = set(range(100_000))
%%timeit
100 in l100
895 ns ± 31.2 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
%%timeit
100 in s100
25.8 ns ± 1.56 ns per loop (mean ± std. dev. of 7 runs, 10000000 loops each)
%%timeit
100_000 in l100k
874 µs ± 22.6 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)
%%timeit
100_000 in s100k
25.6 ns ± 0.812 ns per loop (mean ± std. dev. of 7 runs, 10000000 loops each)
%%timeit
1 in l100k
33.5 ns ± 0.589 ns per loop (mean ± std. dev. of 7 runs, 10000000 loops each)
%%timeit
1 in s100k
26.4 ns ± 1.13 ns per loop (mean ± std. dev. of 7 runs, 10000000 loops each)
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