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50 changes: 50 additions & 0 deletions asv_bench/benchmarks/tslibs/resolution.py
Original file line number Diff line number Diff line change
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"""
ipython analogue:

tr = TimeResolution()
mi = pd.MultiIndex.from_product(tr.params[:-1] + ([str(x) for x in tr.params[-1]],))
df = pd.DataFrame(np.nan, index=mi, columns=["mean", "stdev"])

for unit in tr.params[0]:
for size in tr.params[1]:
for tz in tr.params[2]:
tr.setup(unit, size, tz)
key = (unit, size, str(tz))
print(key)

val = %timeit -o tr.time_get_resolution(unit, size, tz)

df.loc[key] = (val.average, val.stdev)

"""
from datetime import timedelta, timezone

from dateutil.tz import gettz, tzlocal
import numpy as np
import pytz

from pandas._libs.tslibs.resolution import get_resolution


class TimeResolution:
params = (
["D", "h", "m", "s", "us", "ns"],
[1, 100, 10 ** 4, 10 ** 6],
[
None,
timezone.utc,
timezone(timedelta(minutes=60)),
pytz.timezone("US/Pacific"),
gettz("Asia/Tokyo"),
tzlocal(),
],
)
param_names = ["unit", "size", "tz"]

def setup(self, unit, size, tz):
arr = np.random.randint(0, 10, size=size, dtype="i8")
arr = arr.view(f"M8[{unit}]").astype("M8[ns]").view("i8")
self.i8data = arr

def time_get_resolution(self, unit, size, tz):
get_resolution(self.i8data, tz)