import numpy as np
import pytest
import pandas as pd
from pandas import timedelta_range, to_timedelta
import pandas.util.testing as tm
from pandas.tseries.offsets import Day, Second
class TestTimedeltas(object):
def test_timedelta_range(self):
expected = to_timedelta(np.arange(5), unit='D')
result = timedelta_range('0 days', periods=5, freq='D')
tm.assert_index_equal(result, expected)
expected = to_timedelta(np.arange(11), unit='D')
result = timedelta_range('0 days', '10 days', freq='D')
tm.assert_index_equal(result, expected)
expected = to_timedelta(np.arange(5), unit='D') + Second(2) + Day()
result = timedelta_range('1 days, 00:00:02', '5 days, 00:00:02',
freq='D')
tm.assert_index_equal(result, expected)
expected = to_timedelta([1, 3, 5, 7, 9], unit='D') + Second(2)
result = timedelta_range('1 days, 00:00:02', periods=5, freq='2D')
tm.assert_index_equal(result, expected)
expected = to_timedelta(np.arange(50), unit='T') * 30
result = timedelta_range('0 days', freq='30T', periods=50)
tm.assert_index_equal(result, expected)
# GH 11776
arr = np.arange(10).reshape(2, 5)
df = pd.DataFrame(np.arange(10).reshape(2, 5))
for arg in (arr, df):
with pytest.raises(TypeError, match="1-d array"):
to_timedelta(arg)
for errors in ['ignore', 'raise', 'coerce']:
with pytest.raises(TypeError, match="1-d array"):
to_timedelta(arg, errors=errors)
# issue10583
df = pd.DataFrame(np.random.normal(size=(10, 4)))
df.index = pd.timedelta_range(start='0s', periods=10, freq='s')
expected = df.loc[pd.Timedelta('0s'):, :]
result = df.loc['0s':, :]
tm.assert_frame_equal(expected, result)
@pytest.mark.parametrize('periods, freq', [
(3, '2D'), (5, 'D'), (6, '19H12T'), (7, '16H'), (9, '12H')])
def test_linspace_behavior(self, periods, freq):
# GH 20976
result = timedelta_range(start='0 days', end='4 days', periods=periods)
expected = timedelta_range(start='0 days', end='4 days', freq=freq)
tm.assert_index_equal(result, expected)
def test_errors(self):
# not enough params
msg = ('Of the four parameters: start, end, periods, and freq, '
'exactly three must be specified')
with pytest.raises(ValueError, match=msg):
timedelta_range(start='0 days')
with pytest.raises(ValueError, match=msg):
timedelta_range(end='5 days')
with pytest.raises(ValueError, match=msg):
timedelta_range(periods=2)
with pytest.raises(ValueError, match=msg):
timedelta_range()
# too many params
with pytest.raises(ValueError, match=msg):
timedelta_range(start='0 days', end='5 days', periods=10, freq='H')