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Use monkeypatch.setattr to unpatch
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Matt711 committed Jun 3, 2024
1 parent 876807b commit 9ca34ff
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Showing 2 changed files with 23 additions and 13 deletions.
5 changes: 2 additions & 3 deletions python/cudf/cudf/pandas/fast_slow_proxy.py
Original file line number Diff line number Diff line change
Expand Up @@ -26,9 +26,8 @@

import numpy as np

from cudf.testing._utils import assert_eq

from ..options import _env_get_bool
from ..testing._utils import assert_eq
from .annotation import nvtx


Expand Down Expand Up @@ -890,7 +889,7 @@ def __name__(self, value):

def _assert_fast_slow_eq(left, right, **kwargs):
assert_func = kwargs.get("assert_func", assert_eq)
if _is_final_type(type(left)) or (type(left) in NUMPY_TYPES):
if _is_final_type(type(left)) or type(left) in NUMPY_TYPES:
assert_func(left, right)


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31 changes: 21 additions & 10 deletions python/cudf/cudf_pandas_tests/test_cudf_pandas.py
Original file line number Diff line number Diff line change
Expand Up @@ -40,7 +40,7 @@
get_calendar,
)

# Accelerated pandas has the real pandas and cudf modules as an attributes
# Accelerated pandas has the real pandas and cudf modules as attributes
pd = xpd._fsproxy_slow
cudf = xpd._fsproxy_fast

Expand Down Expand Up @@ -1425,45 +1425,56 @@ def test_holidays_within_dates(holiday, start, expected):


def test_cudf_pandas_debugging_different_results(monkeypatch):
def mock_mean(self, *args, **kwargs):
cudf_mean = cudf.Series.mean

def mock_mean_one(self, *args, **kwargs):
return np.float64(1.0)

with monkeypatch.context() as monkeycontext:
monkeycontext.setattr(cudf.Series, "mean", mock_mean)
monkeypatch.setattr(xpd.Series.mean, "_fsproxy_fast", mock_mean_one)
monkeycontext.setenv("CUDF_PANDAS_DEBUGGING", "True")
s = xpd.Series([1, 2])
with pytest.warns(
UserWarning,
match="The results from cudf and pandas were different.",
):
assert s.mean() == np.float64(1.0)
assert s.mean() == 1.0
monkeypatch.setattr(xpd.Series.mean, "_fsproxy_fast", cudf_mean)


def test_cudf_pandas_debugging_pandas_error(monkeypatch):
def mock_median(self, *args, **kwargs):
pd_mean = pd.Series.mean

def mock_mean_exception(self, *args, **kwargs):
raise Exception()

with monkeypatch.context() as monkeycontext:
monkeycontext.setattr(pd.Series, "median", mock_median)
monkeycontext.setattr(
xpd.Series.mean, "_fsproxy_slow", mock_mean_exception
)
monkeycontext.setenv("CUDF_PANDAS_DEBUGGING", "True")
s = xpd.Series([1, 2])
with pytest.warns(
UserWarning,
match="The result from pandas could not be computed.",
):
assert s.median() == 1.5
assert s.mean() == 1.5
monkeypatch.setattr(xpd.Series.mean, "_fsproxy_slow", pd_mean)


def test_cudf_pandas_debugging_failed(monkeypatch):
def mock_std(self, *args, **kwargs):
pd_mean = pd.Series.mean

def mock_mean_none(self, *args, **kwargs):
return None

with monkeypatch.context() as monkeycontext:
monkeycontext.setattr(pd.Series, "std", mock_std)
monkeycontext.setattr(xpd.Series.mean, "_fsproxy_slow", mock_mean_none)
monkeycontext.setenv("CUDF_PANDAS_DEBUGGING", "True")
s = xpd.Series([1, 2])
with pytest.warns(
UserWarning,
match="Pandas debugging mode failed.",
):
assert s.std() == 0.7071067811865476
assert s.mean() == 1.5
monkeypatch.setattr(xpd.Series.mean, "_fsproxy_slow", pd_mean)

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