# Copyright 2021 Collate # Licensed 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. """ Test Column Name Scanner """ import pytest from metadata.pii.models import TagAndConfidence from metadata.pii.scanners.column_name_scanner import ColumnNameScanner EXPECTED_SENSITIVE = TagAndConfidence( tag_fqn="PII.Sensitive", confidence=1, ) @pytest.fixture def scanner() -> ColumnNameScanner: """Return the scanner""" return ColumnNameScanner() def test_column_names_none(scanner): assert scanner.scan("access_channel") is None assert scanner.scan("status_reason") is None # Credit Card assert scanner.scan("credit") is None assert scanner.scan("user_credits") is None # Users assert scanner.scan("id") is None assert scanner.scan("user_id") is None def test_column_names_sensitive(scanner): # Bank assert scanner.scan("bank_account") == EXPECTED_SENSITIVE # Credit Card assert scanner.scan("credit_card") == EXPECTED_SENSITIVE assert scanner.scan("credit_card_number") == EXPECTED_SENSITIVE assert scanner.scan("personal_credit_card") == EXPECTED_SENSITIVE # Users assert scanner.scan("user_name") == EXPECTED_SENSITIVE assert scanner.scan("user_first_name") == EXPECTED_SENSITIVE assert scanner.scan("user_last_name") == EXPECTED_SENSITIVE assert scanner.scan("client_name") == EXPECTED_SENSITIVE assert scanner.scan("person_first_name") == EXPECTED_SENSITIVE assert scanner.scan("client_last_name") == EXPECTED_SENSITIVE assert scanner.scan("email") == EXPECTED_SENSITIVE assert scanner.scan("ssn") == EXPECTED_SENSITIVE