Inzynierka/Lib/site-packages/pandas/tests/indexes/timedeltas/methods/test_insert.py

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2023-06-02 12:51:02 +02:00
from datetime import timedelta
import numpy as np
import pytest
from pandas._libs import lib
import pandas as pd
from pandas import (
Index,
Timedelta,
TimedeltaIndex,
timedelta_range,
)
import pandas._testing as tm
class TestTimedeltaIndexInsert:
def test_insert(self):
idx = TimedeltaIndex(["4day", "1day", "2day"], name="idx")
result = idx.insert(2, timedelta(days=5))
exp = TimedeltaIndex(["4day", "1day", "5day", "2day"], name="idx")
tm.assert_index_equal(result, exp)
# insertion of non-datetime should coerce to object index
result = idx.insert(1, "inserted")
expected = Index(
[Timedelta("4day"), "inserted", Timedelta("1day"), Timedelta("2day")],
name="idx",
)
assert not isinstance(result, TimedeltaIndex)
tm.assert_index_equal(result, expected)
assert result.name == expected.name
idx = timedelta_range("1day 00:00:01", periods=3, freq="s", name="idx")
# preserve freq
expected_0 = TimedeltaIndex(
["1day", "1day 00:00:01", "1day 00:00:02", "1day 00:00:03"],
name="idx",
freq="s",
)
expected_3 = TimedeltaIndex(
["1day 00:00:01", "1day 00:00:02", "1day 00:00:03", "1day 00:00:04"],
name="idx",
freq="s",
)
# reset freq to None
expected_1_nofreq = TimedeltaIndex(
["1day 00:00:01", "1day 00:00:01", "1day 00:00:02", "1day 00:00:03"],
name="idx",
freq=None,
)
expected_3_nofreq = TimedeltaIndex(
["1day 00:00:01", "1day 00:00:02", "1day 00:00:03", "1day 00:00:05"],
name="idx",
freq=None,
)
cases = [
(0, Timedelta("1day"), expected_0),
(-3, Timedelta("1day"), expected_0),
(3, Timedelta("1day 00:00:04"), expected_3),
(1, Timedelta("1day 00:00:01"), expected_1_nofreq),
(3, Timedelta("1day 00:00:05"), expected_3_nofreq),
]
for n, d, expected in cases:
result = idx.insert(n, d)
tm.assert_index_equal(result, expected)
assert result.name == expected.name
assert result.freq == expected.freq
@pytest.mark.parametrize(
"null", [None, np.nan, np.timedelta64("NaT"), pd.NaT, pd.NA]
)
def test_insert_nat(self, null):
# GH 18295 (test missing)
idx = timedelta_range("1day", "3day")
result = idx.insert(1, null)
expected = TimedeltaIndex(["1day", pd.NaT, "2day", "3day"])
tm.assert_index_equal(result, expected)
def test_insert_invalid_na(self):
idx = TimedeltaIndex(["4day", "1day", "2day"], name="idx")
item = np.datetime64("NaT")
result = idx.insert(0, item)
expected = Index([item] + list(idx), dtype=object, name="idx")
tm.assert_index_equal(result, expected)
# Also works if we pass a different dt64nat object
item2 = np.datetime64("NaT")
result = idx.insert(0, item2)
tm.assert_index_equal(result, expected)
@pytest.mark.parametrize(
"item", [0, np.int64(0), np.float64(0), np.array(0), np.datetime64(456, "us")]
)
def test_insert_mismatched_types_raises(self, item):
# GH#33703 dont cast these to td64
tdi = TimedeltaIndex(["4day", "1day", "2day"], name="idx")
result = tdi.insert(1, item)
expected = Index(
[tdi[0], lib.item_from_zerodim(item)] + list(tdi[1:]),
dtype=object,
name="idx",
)
tm.assert_index_equal(result, expected)
def test_insert_castable_str(self):
idx = timedelta_range("1day", "3day")
result = idx.insert(0, "1 Day")
expected = TimedeltaIndex([idx[0]] + list(idx))
tm.assert_index_equal(result, expected)
def test_insert_non_castable_str(self):
idx = timedelta_range("1day", "3day")
result = idx.insert(0, "foo")
expected = Index(["foo"] + list(idx), dtype=object)
tm.assert_index_equal(result, expected)
def test_insert_empty(self):
# Corner case inserting with length zero doesn't raise IndexError
# GH#33573 for freq preservation
idx = timedelta_range("1 Day", periods=3)
td = idx[0]
result = idx[:0].insert(0, td)
assert result.freq == "D"
with pytest.raises(IndexError, match="loc must be an integer between"):
result = idx[:0].insert(1, td)
with pytest.raises(IndexError, match="loc must be an integer between"):
result = idx[:0].insert(-1, td)