eland/tests/series/test_na_pytest.py
2020-11-16 11:30:41 -06:00

57 lines
2.2 KiB
Python

# Licensed to Elasticsearch B.V. under one or more contributor
# license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright
# ownership. Elasticsearch B.V. licenses this file to you under
# the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from eland import eland_to_pandas
from tests.common import TestData, assert_pandas_eland_frame_equal
class TestSeriesNA(TestData):
columns = [
"currency",
"customer_full_name",
"geoip.country_iso_code",
"geoip.region_name",
]
def test_not_isna(self):
ed_ecommerce = self.ed_ecommerce()
pd_ecommerce = eland_to_pandas(ed_ecommerce)
for column in self.columns:
not_isna_ed_ecommerce = ed_ecommerce[~ed_ecommerce[column].isna()]
not_isna_pd_ecommerce = pd_ecommerce[~pd_ecommerce[column].isna()]
assert_pandas_eland_frame_equal(
not_isna_pd_ecommerce, not_isna_ed_ecommerce
)
def test_isna(self):
ed_ecommerce = self.ed_ecommerce()
pd_ecommerce = eland_to_pandas(ed_ecommerce)
isna_ed_ecommerce = ed_ecommerce[ed_ecommerce["geoip.region_name"].isna()]
isna_pd_ecommerce = pd_ecommerce[pd_ecommerce["geoip.region_name"].isna()]
assert_pandas_eland_frame_equal(isna_pd_ecommerce, isna_ed_ecommerce)
def test_notna(self):
ed_ecommerce = self.ed_ecommerce()
pd_ecommerce = eland_to_pandas(ed_ecommerce)
for column in self.columns:
notna_ed_ecommerce = ed_ecommerce[ed_ecommerce[column].notna()]
notna_pd_ecommerce = pd_ecommerce[pd_ecommerce[column].notna()]
assert_pandas_eland_frame_equal(notna_pd_ecommerce, notna_ed_ecommerce)