1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
import numpy as np
 
from pandas import DataFrame
import pandas._testing as tm
from pandas.tests.copy_view.util import get_array
 
 
def test_clip_inplace_reference(using_copy_on_write):
    df = DataFrame({"a": [1.5, 2, 3]})
    df_copy = df.copy()
    arr_a = get_array(df, "a")
    view = df[:]
    df.clip(lower=2, inplace=True)
 
    # Clip not actually inplace right now but could be
    assert not np.shares_memory(get_array(df, "a"), arr_a)
 
    if using_copy_on_write:
        assert df._mgr._has_no_reference(0)
        assert view._mgr._has_no_reference(0)
        tm.assert_frame_equal(df_copy, view)
 
 
def test_clip_inplace_reference_no_op(using_copy_on_write):
    df = DataFrame({"a": [1.5, 2, 3]})
    df_copy = df.copy()
    arr_a = get_array(df, "a")
    view = df[:]
    df.clip(lower=0, inplace=True)
 
    if using_copy_on_write:
        assert np.shares_memory(get_array(df, "a"), arr_a)
        assert not df._mgr._has_no_reference(0)
        assert not view._mgr._has_no_reference(0)
        tm.assert_frame_equal(df_copy, view)
    else:
        assert not np.shares_memory(get_array(df, "a"), arr_a)
 
 
def test_clip_inplace(using_copy_on_write):
    df = DataFrame({"a": [1.5, 2, 3]})
    arr_a = get_array(df, "a")
    df.clip(lower=2, inplace=True)
 
    # Clip not actually inplace right now but could be
    assert not np.shares_memory(get_array(df, "a"), arr_a)
 
    if using_copy_on_write:
        assert df._mgr._has_no_reference(0)
 
 
def test_clip(using_copy_on_write):
    df = DataFrame({"a": [1.5, 2, 3]})
    df_orig = df.copy()
    df2 = df.clip(lower=2)
 
    assert not np.shares_memory(get_array(df2, "a"), get_array(df, "a"))
 
    if using_copy_on_write:
        assert df._mgr._has_no_reference(0)
    tm.assert_frame_equal(df_orig, df)
 
 
def test_clip_no_op(using_copy_on_write):
    df = DataFrame({"a": [1.5, 2, 3]})
    df2 = df.clip(lower=0)
 
    if using_copy_on_write:
        assert not df._mgr._has_no_reference(0)
        assert np.shares_memory(get_array(df2, "a"), get_array(df, "a"))
    else:
        assert not np.shares_memory(get_array(df2, "a"), get_array(df, "a"))