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