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import numpy as np
from pandas import (
DataFrame,
option_context,
)
import pandas._testing as tm
from pandas.tests.copy_view.util import get_array
def test_clip_inplace_reference(using_copy_on_write, warn_copy_on_write):
df = DataFrame({"a": [1.5, 2, 3]})
df_copy = df.copy()
arr_a = get_array(df, "a")
view = df[:]
if warn_copy_on_write:
with tm.assert_cow_warning():
df.clip(lower=2, inplace=True)
else:
df.clip(lower=2, inplace=True)
if using_copy_on_write:
assert not np.shares_memory(get_array(df, "a"), arr_a)
assert df._mgr._has_no_reference(0)
assert view._mgr._has_no_reference(0)
tm.assert_frame_equal(df_copy, view)
else:
assert np.shares_memory(get_array(df, "a"), arr_a)
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)
assert np.shares_memory(get_array(df, "a"), arr_a)
if using_copy_on_write:
assert not df._mgr._has_no_reference(0)
assert not view._mgr._has_no_reference(0)
tm.assert_frame_equal(df_copy, view)
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)
assert 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"))
def test_clip_chained_inplace(using_copy_on_write):
df = DataFrame({"a": [1, 4, 2], "b": 1})
df_orig = df.copy()
if using_copy_on_write:
with tm.raises_chained_assignment_error():
df["a"].clip(1, 2, inplace=True)
tm.assert_frame_equal(df, df_orig)
with tm.raises_chained_assignment_error():
df[["a"]].clip(1, 2, inplace=True)
tm.assert_frame_equal(df, df_orig)
else:
with tm.assert_produces_warning(FutureWarning, match="inplace method"):
df["a"].clip(1, 2, inplace=True)
with tm.assert_produces_warning(None):
with option_context("mode.chained_assignment", None):
df[["a"]].clip(1, 2, inplace=True)
with tm.assert_produces_warning(None):
with option_context("mode.chained_assignment", None):
df[df["a"] > 1].clip(1, 2, inplace=True)