spam-classifier
/
venv
/lib
/python3.11
/site-packages
/pandas
/tests
/extension
/base
/accumulate.py
import pytest | |
import pandas as pd | |
import pandas._testing as tm | |
class BaseAccumulateTests: | |
""" | |
Accumulation specific tests. Generally these only | |
make sense for numeric/boolean operations. | |
""" | |
def _supports_accumulation(self, ser: pd.Series, op_name: str) -> bool: | |
# Do we expect this accumulation to be supported for this dtype? | |
# We default to assuming "no"; subclass authors should override here. | |
return False | |
def check_accumulate(self, ser: pd.Series, op_name: str, skipna: bool): | |
try: | |
alt = ser.astype("float64") | |
except TypeError: | |
# e.g. Period can't be cast to float64 | |
alt = ser.astype(object) | |
result = getattr(ser, op_name)(skipna=skipna) | |
expected = getattr(alt, op_name)(skipna=skipna) | |
tm.assert_series_equal(result, expected, check_dtype=False) | |
def test_accumulate_series(self, data, all_numeric_accumulations, skipna): | |
op_name = all_numeric_accumulations | |
ser = pd.Series(data) | |
if self._supports_accumulation(ser, op_name): | |
self.check_accumulate(ser, op_name, skipna) | |
else: | |
with pytest.raises((NotImplementedError, TypeError)): | |
# TODO: require TypeError for things that will _never_ work? | |
getattr(ser, op_name)(skipna=skipna) | |