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agriconnect / pandas   python

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Version: 0.24.2 

/ tests / indexes / multi / test_copy.py

# -*- coding: utf-8 -*-

from copy import copy, deepcopy

import pytest

from pandas import MultiIndex
import pandas.util.testing as tm


def assert_multiindex_copied(copy, original):
    # Levels should be (at least, shallow copied)
    tm.assert_copy(copy.levels, original.levels)
    tm.assert_almost_equal(copy.codes, original.codes)

    # Labels doesn't matter which way copied
    tm.assert_almost_equal(copy.codes, original.codes)
    assert copy.codes is not original.codes

    # Names doesn't matter which way copied
    assert copy.names == original.names
    assert copy.names is not original.names

    # Sort order should be copied
    assert copy.sortorder == original.sortorder


def test_copy(idx):
    i_copy = idx.copy()

    assert_multiindex_copied(i_copy, idx)


def test_shallow_copy(idx):
    i_copy = idx._shallow_copy()

    assert_multiindex_copied(i_copy, idx)


def test_labels_deprecated(idx):
    # GH23752
    with tm.assert_produces_warning(FutureWarning):
        idx.copy(labels=idx.codes)


def test_view(idx):
    i_view = idx.view()
    assert_multiindex_copied(i_view, idx)


@pytest.mark.parametrize('func', [copy, deepcopy])
def test_copy_and_deepcopy(func):

    idx = MultiIndex(
        levels=[['foo', 'bar'], ['fizz', 'buzz']],
        codes=[[0, 0, 0, 1], [0, 0, 1, 1]],
        names=['first', 'second']
    )
    idx_copy = func(idx)
    assert idx_copy is not idx
    assert idx_copy.equals(idx)


@pytest.mark.parametrize('deep', [True, False])
def test_copy_method(deep):
    idx = MultiIndex(
        levels=[['foo', 'bar'], ['fizz', 'buzz']],
        codes=[[0, 0, 0, 1], [0, 0, 1, 1]],
        names=['first', 'second']
    )
    idx_copy = idx.copy(deep=deep)
    assert idx_copy.equals(idx)


@pytest.mark.parametrize('deep', [True, False])
@pytest.mark.parametrize('kwarg, value', [
    ('names', ['thrid', 'fourth']),
    ('levels', [['foo2', 'bar2'], ['fizz2', 'buzz2']]),
    ('codes', [[1, 0, 0, 0], [1, 1, 0, 0]])
])
def test_copy_method_kwargs(deep, kwarg, value):
    # gh-12309: Check that the "name" argument as well other kwargs are honored
    idx = MultiIndex(
        levels=[['foo', 'bar'], ['fizz', 'buzz']],
        codes=[[0, 0, 0, 1], [0, 0, 1, 1]],
        names=['first', 'second']
    )
    return
    idx_copy = idx.copy(**{kwarg: value, 'deep': deep})
    if kwarg == 'names':
        assert getattr(idx_copy, kwarg) == value
    else:
        assert [list(i) for i in getattr(idx_copy, kwarg)] == value