# -*- coding: utf-8 -*-
from datetime import timedelta
import numpy as np
import pytest
from pandas.errors import NullFrequencyError
import pandas as pd
from pandas import Timedelta, TimedeltaIndex, timedelta_range
import pandas.util.testing as tm
@pytest.fixture(params=[pd.offsets.Hour(2), timedelta(hours=2),
np.timedelta64(2, 'h'), Timedelta(hours=2)],
ids=str)
def delta(request):
# Several ways of representing two hours
return request.param
@pytest.fixture(params=['B', 'D'])
def freq(request):
return request.param
class TestTimedeltaIndexArithmetic(object):
# Addition and Subtraction Operations
# -------------------------------------------------------------
# TimedeltaIndex.shift is used by __add__/__sub__
def test_tdi_shift_empty(self):
# GH#9903
idx = pd.TimedeltaIndex([], name='xxx')
tm.assert_index_equal(idx.shift(0, freq='H'), idx)
tm.assert_index_equal(idx.shift(3, freq='H'), idx)
def test_tdi_shift_hours(self):
# GH#9903
idx = pd.TimedeltaIndex(['5 hours', '6 hours', '9 hours'], name='xxx')
tm.assert_index_equal(idx.shift(0, freq='H'), idx)
exp = pd.TimedeltaIndex(['8 hours', '9 hours', '12 hours'], name='xxx')
tm.assert_index_equal(idx.shift(3, freq='H'), exp)
exp = pd.TimedeltaIndex(['2 hours', '3 hours', '6 hours'], name='xxx')
tm.assert_index_equal(idx.shift(-3, freq='H'), exp)
def test_tdi_shift_minutes(self):
# GH#9903
idx = pd.TimedeltaIndex(['5 hours', '6 hours', '9 hours'], name='xxx')
tm.assert_index_equal(idx.shift(0, freq='T'), idx)
exp = pd.TimedeltaIndex(['05:03:00', '06:03:00', '9:03:00'],
name='xxx')
tm.assert_index_equal(idx.shift(3, freq='T'), exp)
exp = pd.TimedeltaIndex(['04:57:00', '05:57:00', '8:57:00'],
name='xxx')
tm.assert_index_equal(idx.shift(-3, freq='T'), exp)
def test_tdi_shift_int(self):
# GH#8083
trange = pd.to_timedelta(range(5), unit='d') + pd.offsets.Hour(1)
result = trange.shift(1)
expected = TimedeltaIndex(['1 days 01:00:00', '2 days 01:00:00',
'3 days 01:00:00',
'4 days 01:00:00', '5 days 01:00:00'],
freq='D')
tm.assert_index_equal(result, expected)
def test_tdi_shift_nonstandard_freq(self):
# GH#8083
trange = pd.to_timedelta(range(5), unit='d') + pd.offsets.Hour(1)
result = trange.shift(3, freq='2D 1s')
expected = TimedeltaIndex(['6 days 01:00:03', '7 days 01:00:03',
'8 days 01:00:03', '9 days 01:00:03',
'10 days 01:00:03'], freq='D')
tm.assert_index_equal(result, expected)
def test_shift_no_freq(self):
# GH#19147
tdi = TimedeltaIndex(['1 days 01:00:00', '2 days 01:00:00'], freq=None)
with pytest.raises(NullFrequencyError):
tdi.shift(2)
# -------------------------------------------------------------
# Binary operations TimedeltaIndex and integer
def test_tdi_add_int(self, one):
# Variants of `one` for #19012
rng = timedelta_range('1 days 09:00:00', freq='H', periods=10)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
result = rng + one
expected = timedelta_range('1 days 10:00:00', freq='H', periods=10)
tm.assert_index_equal(result, expected)
def test_tdi_iadd_int(self, one):
rng = timedelta_range('1 days 09:00:00', freq='H', periods=10)
expected = timedelta_range('1 days 10:00:00', freq='H', periods=10)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
rng += one
tm.assert_index_equal(rng, expected)
def test_tdi_sub_int(self, one):
rng = timedelta_range('1 days 09:00:00', freq='H', periods=10)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
result = rng - one
expected = timedelta_range('1 days 08:00:00', freq='H', periods=10)
tm.assert_index_equal(result, expected)
def test_tdi_isub_int(self, one):
rng = timedelta_range('1 days 09:00:00', freq='H', periods=10)
expected = timedelta_range('1 days 08:00:00', freq='H', periods=10)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
rng -= one
tm.assert_index_equal(rng, expected)
# -------------------------------------------------------------
# __add__/__sub__ with integer arrays
@pytest.mark.parametrize('box', [np.array, pd.Index])
def test_tdi_add_integer_array(self, box):
# GH#19959
rng = timedelta_range('1 days 09:00:00', freq='H', periods=3)
other = box([4, 3, 2])
expected = TimedeltaIndex(['1 day 13:00:00'] * 3)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
result = rng + other
tm.assert_index_equal(result, expected)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
result = other + rng
tm.assert_index_equal(result, expected)
@pytest.mark.parametrize('box', [np.array, pd.Index])
def test_tdi_sub_integer_array(self, box):
# GH#19959
rng = timedelta_range('9H', freq='H', periods=3)
other = box([4, 3, 2])
expected = TimedeltaIndex(['5H', '7H', '9H'])
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
result = rng - other
tm.assert_index_equal(result, expected)
with tm.assert_produces_warning(FutureWarning, check_stacklevel=False):
# GH#22535
result = other - rng
tm.assert_index_equal(result, -expected)
@pytest.mark.parametrize('box', [np.array, pd.Index])
def test_tdi_addsub_integer_array_no_freq(self, box):
# GH#19959
tdi = TimedeltaIndex(['1 Day', 'NaT', '3 Hours'])
other = box([14, -1, 16])
with pytest.raises(NullFrequencyError):
tdi + other
with pytest.raises(NullFrequencyError):
other + tdi
with pytest.raises(NullFrequencyError):
tdi - other
with pytest.raises(NullFrequencyError):
other - tdi
# -------------------------------------------------------------
# Binary operations TimedeltaIndex and timedelta-like
# Note: add and sub are tested in tests.test_arithmetic, in-place
# tests are kept here because their behavior is Index-specific
def test_tdi_iadd_timedeltalike(self, delta):
# only test adding/sub offsets as + is now numeric
rng = timedelta_range('1 days', '10 days')
expected = timedelta_range('1 days 02:00:00', '10 days 02:00:00',
freq='D')
rng += delta
tm.assert_index_equal(rng, expected)
def test_tdi_isub_timedeltalike(self, delta):
# only test adding/sub offsets as - is now numeric
rng = timedelta_range('1 days', '10 days')
expected = timedelta_range('0 days 22:00:00', '9 days 22:00:00')
rng -= delta
tm.assert_index_equal(rng, expected)
# -------------------------------------------------------------
# TODO: after #24365 this probably belongs in scalar tests
def test_ops_ndarray(self):
td = Timedelta('1 day')
# timedelta, timedelta
other = pd.to_timedelta(['1 day']).values
expected = pd.to_timedelta(['2 days']).values
tm.assert_numpy_array_equal(td + other, expected)
tm.assert_numpy_array_equal(other + td, expected)
pytest.raises(TypeError, lambda: td + np.array([1]))
pytest.raises(TypeError, lambda: np.array([1]) + td)
expected = pd.to_timedelta(['0 days']).values
tm.assert_numpy_array_equal(td - other, expected)
tm.assert_numpy_array_equal(-other + td, expected)
pytest.raises(TypeError, lambda: td - np.array([1]))
pytest.raises(TypeError, lambda: np.array([1]) - td)
expected = pd.to_timedelta(['2 days']).values
tm.assert_numpy_array_equal(td * np.array([2]), expected)
tm.assert_numpy_array_equal(np.array([2]) * td, expected)
pytest.raises(TypeError, lambda: td * other)
pytest.raises(TypeError, lambda: other * td)
tm.assert_numpy_array_equal(td / other,
np.array([1], dtype=np.float64))
tm.assert_numpy_array_equal(other / td,
np.array([1], dtype=np.float64))
# timedelta, datetime
other = pd.to_datetime(['2000-01-01']).values
expected = pd.to_datetime(['2000-01-02']).values
tm.assert_numpy_array_equal(td + other, expected)
tm.assert_numpy_array_equal(other + td, expected)
expected = pd.to_datetime(['1999-12-31']).values
tm.assert_numpy_array_equal(-td + other, expected)
tm.assert_numpy_array_equal(other - td, expected)
def test_tdi_ops_attributes(self):
rng = timedelta_range('2 days', periods=5, freq='2D', name='x')
result = rng + 1 * rng.freq
exp = timedelta_range('4 days', periods=5, freq='2D', name='x')
tm.assert_index_equal(result, exp)
assert result.freq == '2D'
result = rng - 2 * rng.freq
exp = timedelta_range('-2 days', periods=5, freq='2D', name='x')
tm.assert_index_equal(result, exp)
assert result.freq == '2D'
result = rng * 2
exp = timedelta_range('4 days', periods=5, freq='4D', name='x')
tm.assert_index_equal(result, exp)
assert result.freq == '4D'
result = rng / 2
exp = timedelta_range('1 days', periods=5, freq='D', name='x')
tm.assert_index_equal(result, exp)
assert result.freq == 'D'
result = -rng
exp = timedelta_range('-2 days', periods=5, freq='-2D', name='x')
tm.assert_index_equal(result, exp)
assert result.freq == '-2D'
rng = pd.timedelta_range('-2 days', periods=5, freq='D', name='x')
result = abs(rng)
exp = TimedeltaIndex(['2 days', '1 days', '0 days', '1 days',
'2 days'], name='x')
tm.assert_index_equal(result, exp)
assert result.freq is None