import datetime from decimal import Decimal from frozendict import frozendict from personal_data.data import DeduplicateMode from personal_data.main import deduplicate_dicts LIST = [ frozendict({'a': 0, 'b': 12, 't': 300}), frozendict({'a': 0, 'b': 12, 't': 301}), frozendict({'a': 1, 'b': 2, 't': 300}), frozendict({'a': 1, 'b': 2, 't': 301}), frozendict({'a': 1, 'b': 2, 't': 302}), frozendict({'a': 1, 'b': 2, 't': 303}), ] def test_no_fields_to_ignore(): for mode in DeduplicateMode: ls, fields = deduplicate_dicts(LIST, mode, []) assert fields == ['a', 'b', 't'] assert ls == LIST def test_only_latest(): ls, fields = deduplicate_dicts(LIST, DeduplicateMode.ONLY_LATEST, ['t']) assert fields == ['a', 'b', 't'] assert ls == LIST[:3] def test_all_fields(): ls, fields = deduplicate_dicts(LIST, DeduplicateMode.BY_ALL_COLUMNS, ['t']) assert fields == ['a', 'b', 't'] print(ls) assert ls == [ frozendict({'a': 0, 'b': 12, 't': 300}), frozendict({'a': 1, 'b': 2, 't': 300}), ] def test_all_fields(): ls, fields = deduplicate_dicts(LIST + LIST, DeduplicateMode.BY_ALL_COLUMNS, ['t']) assert fields == ['a', 'b', 't'] print(ls) assert ls == [ frozendict({'a': 0, 'b': 12, 't': 300}), frozendict({'a': 1, 'b': 2, 't': 300}), ] LIST_2 = [ frozendict( { 'weight.sample_time': datetime.datetime( 2024, 5, 28, 6, 27, 31, 134506, tzinfo=datetime.UTC, ), 'weight.kg': Decimal('73.6'), }, ), frozendict( { 'weight.sample_time': datetime.datetime( 2024, 6, 1, 7, 36, 9, 590355, tzinfo=datetime.UTC, ), 'weight.kg': Decimal('74.7'), }, ), ] def test_deduplicate_weight(): ls, fields = deduplicate_dicts(LIST_2, DeduplicateMode.BY_ALL_COLUMNS, []) assert fields == ['weight.sample_time', 'weight.kg'] assert ls == LIST_2 def test_deduplicate_weight_2(): ls, fields = deduplicate_dicts(LIST_2 + LIST_2, DeduplicateMode.BY_ALL_COLUMNS, []) assert fields == ['weight.sample_time', 'weight.kg'] assert ls == LIST_2