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https://github.com/open-metadata/OpenMetadata.git
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a7e2f33adc
* Add PII Tag and Sensitivity Level enums. * Add feature-extraction for PII classification tasks * Add faker as test dependency * Add unit tests for presidio tag extractor * Add PIISensitivityTags enum and update sensitivity mapping logic * Add Presidio utility functions for PII analysis * Extend column name regexs for PII * Add colum name split * Move pii algorithms to dedicated package * Add tests for PAN, NIF, SSN entities * Fix linting * Add comment on why we need to set specific lanaguage to Presidio recognizers, as per PR suggestion. * Fix version of faker to prevent flaky tests. Fix failing tests. * Fix wrong import --------- Co-authored-by: Pere Menal <pere.menal@getcollate.io>
29 lines
1.2 KiB
Python
29 lines
1.2 KiB
Python
# Copyright 2025 Collate
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# Licensed under the Collate Community License, Version 1.0 (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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# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
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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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from metadata.pii.algorithms.presidio_utils import (
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build_analyzer_engine,
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set_presidio_logger_level,
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)
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from metadata.pii.algorithms.tags import PIITag
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from metadata.pii.scanners.ner_scanner import SUPPORTED_LANG
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def test_analyzer_supports_all_expected_pii_entities():
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"""
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Here we check that the analyzer can potentially detect all our PII entities.
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"""
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set_presidio_logger_level()
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analyzer = build_analyzer_engine()
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entities = set(PIITag.values())
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supported_entities = set(analyzer.get_supported_entities(SUPPORTED_LANG))
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assert entities <= supported_entities
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