import numpy as np import pytest from pandas import ( Series, Timestamp, ) import pandas._testing as tm class TestCopy: @pytest.mark.parametrize("deep", ["default", None, False, True]) def test_copy(self, deep, using_copy_on_write, warn_copy_on_write): ser = Series(np.arange(10), dtype="float64") # default deep is True if deep == "default": ser2 = ser.copy() else: ser2 = ser.copy(deep=deep) if using_copy_on_write: # INFO(CoW) a shallow copy doesn't yet copy the data # but parent will not be modified (CoW) if deep is None or deep is False: assert np.may_share_memory(ser.values, ser2.values) else: assert not np.may_share_memory(ser.values, ser2.values) with tm.assert_cow_warning(warn_copy_on_write and deep is False): ser2[::2] = np.nan if deep is not False or using_copy_on_write: # Did not modify original Series assert np.isnan(ser2[0]) assert not np.isnan(ser[0]) else: # we DID modify the original Series assert np.isnan(ser2[0]) assert np.isnan(ser[0]) @pytest.mark.filterwarnings("ignore:Setting a value on a view:FutureWarning") @pytest.mark.parametrize("deep", ["default", None, False, True]) def test_copy_tzaware(self, deep, using_copy_on_write): # GH#11794 # copy of tz-aware expected = Series([Timestamp("2012/01/01", tz="UTC")]) expected2 = Series([Timestamp("1999/01/01", tz="UTC")]) ser = Series([Timestamp("2012/01/01", tz="UTC")]) if deep == "default": ser2 = ser.copy() else: ser2 = ser.copy(deep=deep) if using_copy_on_write: # INFO(CoW) a shallow copy doesn't yet copy the data # but parent will not be modified (CoW) if deep is None or deep is False: assert np.may_share_memory(ser.values, ser2.values) else: assert not np.may_share_memory(ser.values, ser2.values) ser2[0] = Timestamp("1999/01/01", tz="UTC") # default deep is True if deep is not False or using_copy_on_write: # Did not modify original Series tm.assert_series_equal(ser2, expected2) tm.assert_series_equal(ser, expected) else: # we DID modify the original Series tm.assert_series_equal(ser2, expected2) tm.assert_series_equal(ser, expected2) def test_copy_name(self, datetime_series): result = datetime_series.copy() assert result.name == datetime_series.name def test_copy_index_name_checking(self, datetime_series): # don't want to be able to modify the index stored elsewhere after # making a copy datetime_series.index.name = None assert datetime_series.index.name is None assert datetime_series is datetime_series cp = datetime_series.copy() cp.index.name = "foo" assert datetime_series.index.name is None