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50 lines
1.6 KiB
Python
50 lines
1.6 KiB
Python
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# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may 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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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Test Column Name Scanner
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"""
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from unittest import TestCase
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from metadata.pii.models import TagType
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from metadata.pii.ner_scanner import NERScanner
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class NERScannerTest(TestCase):
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"""
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Validate various typical column names
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"""
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def test_scanner_none(self):
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self.assertIsNone(NERScanner.scan(list(range(100))))
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self.assertIsNone(
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NERScanner.scan(
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" ".split(
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"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam consequat quam sagittis convallis cursus."
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)
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)
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)
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def test_scanner_sensitive(self):
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self.assertEqual(
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NERScanner.scan(
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[
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"geraldc@gmail.com",
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"saratimithi@godesign.com",
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"heroldsean@google.com",
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]
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).tag,
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TagType.SENSITIVE,
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)
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self.assertEqual(
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NERScanner.scan(["im ok", "saratimithi@godesign.com", "not sensitive"]).tag,
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TagType.SENSITIVE,
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)
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