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NameSizeModeActions
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__init__.py2250644editdlrm
Edit: /usr/local/lib64/python3.6/site-packages/pandas/tests/series/methods/test_at_time.py (2629B)
from datetime import time import numpy as np import pytest from pandas._libs.tslibs import timezones from pandas import DataFrame, Series, date_range import pandas._testing as tm class TestAtTime: @pytest.mark.parametrize("tzstr", ["US/Eastern", "dateutil/US/Eastern"]) def test_localized_at_time(self, tzstr): tz = timezones.maybe_get_tz(tzstr) rng = date_range("4/16/2012", "5/1/2012", freq="H") ts = Series(np.random.randn(len(rng)), index=rng) ts_local = ts.tz_localize(tzstr) result = ts_local.at_time(time(10, 0)) expected = ts.at_time(time(10, 0)).tz_localize(tzstr) tm.assert_series_equal(result, expected) assert timezones.tz_compare(result.index.tz, tz) def test_at_time(self): rng = date_range("1/1/2000", "1/5/2000", freq="5min") ts = Series(np.random.randn(len(rng)), index=rng) rs = ts.at_time(rng[1]) assert (rs.index.hour == rng[1].hour).all() assert (rs.index.minute == rng[1].minute).all() assert (rs.index.second == rng[1].second).all() result = ts.at_time("9:30") expected = ts.at_time(time(9, 30)) tm.assert_series_equal(result, expected) df = DataFrame(np.random.randn(len(rng), 3), index=rng) result = ts[time(9, 30)] result_df = df.loc[time(9, 30)] expected = ts[(rng.hour == 9) & (rng.minute == 30)] exp_df = df[(rng.hour == 9) & (rng.minute == 30)] result.index = result.index._with_freq(None) tm.assert_series_equal(result, expected) tm.assert_frame_equal(result_df, exp_df) chunk = df.loc["1/4/2000":] result = chunk.loc[time(9, 30)] expected = result_df[-1:] # Without resetting the freqs, these are 5 min and 1440 min, respectively result.index = result.index._with_freq(None) expected.index = expected.index._with_freq(None) tm.assert_frame_equal(result, expected) # midnight, everything rng = date_range("1/1/2000", "1/31/2000") ts = Series(np.random.randn(len(rng)), index=rng) result = ts.at_time(time(0, 0)) tm.assert_series_equal(result, ts) # time doesn't exist rng = date_range("1/1/2012", freq="23Min", periods=384) ts = Series(np.random.randn(len(rng)), rng) rs = ts.at_time("16:00") assert len(rs) == 0 def test_at_time_raises(self): # GH20725 ser = Series("a b c".split()) msg = "Index must be DatetimeIndex" with pytest.raises(TypeError, match=msg): ser.at_time("00:00")