# Copyright 2025 Collate # Licensed under the Collate Community License, Version 1.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE # 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 metadata.pii.algorithms.presidio_utils import ( build_analyzer_engine, set_presidio_logger_level, ) from metadata.pii.algorithms.tags import PIITag from metadata.pii.scanners.ner_scanner import SUPPORTED_LANG def test_analyzer_supports_all_expected_pii_entities(): """ Here we check that the analyzer can potentially detect all our PII entities. """ set_presidio_logger_level() analyzer = build_analyzer_engine() entities = set(PIITag.values()) supported_entities = set(analyzer.get_supported_entities(SUPPORTED_LANG)) assert entities <= supported_entities, ( f"Analyzer does not support all expected PII entities. " f"{entities - supported_entities}" )