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:
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")