def setup(self, index_type):
N = 10**5
values = list("a" * N + "b" * N + "c" * N)
arr = {
"monotonic_incr": np.array(values, dtype=object),
"monotonic_decr": np.array(list(reversed(values)), dtype=object),
"non_monotonic": np.array(list("abc") * N, dtype=object),
}[index_type]
self.data = libindex.ObjectEngine(lambda: arr, len(arr))
# code belows avoids populating the mapping etc. while timing.
self.data.get_loc("b")
def setup(self, index_type):
N = 10**5
values = list('a' * N + 'b' * N + 'c' * N)
arr = {
'monotonic_incr': np.array(values, dtype=object),
'monotonic_decr': np.array(list(reversed(values)), dtype=object),
'non_monotonic': np.array(list('abc') * N, dtype=object),
}[index_type]
self.data = libindex.ObjectEngine(lambda: arr, len(arr))
# code belows avoids populating the mapping etc. while timing.
self.data.get_loc('b')