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| 1 | +# Copyright 2021 The PyBigQuery Authors |
| 2 | +# |
| 3 | +# Use of this source code is governed by an MIT-style |
| 4 | +# license that can be found in the LICENSE file or at |
| 5 | +# https://opensource.org/licenses/MIT. |
| 6 | + |
| 7 | +from unittest import mock |
| 8 | + |
| 9 | +import google.api_core.exceptions |
| 10 | +from google.cloud import bigquery |
| 11 | +from google.cloud.bigquery.dataset import DatasetListItem |
| 12 | +from google.cloud.bigquery.table import TableListItem |
| 13 | +import pytest |
| 14 | +import sqlalchemy |
| 15 | + |
| 16 | + |
| 17 | +@pytest.fixture |
| 18 | +def mock_bigquery_client(): |
| 19 | + return mock.create_autospec(bigquery.Client, instance=True) |
| 20 | + |
| 21 | + |
| 22 | +@pytest.fixture |
| 23 | +def mock_connection(monkeypatch, mock_bigquery_client): |
| 24 | + from pybigquery import sqlalchemy_bigquery |
| 25 | + |
| 26 | + def mock_connect_args(*args, **kwargs): |
| 27 | + return ([mock_bigquery_client], {}) |
| 28 | + |
| 29 | + monkeypatch.setattr( |
| 30 | + sqlalchemy_bigquery.BigQueryDialect, "create_connect_args", mock_connect_args |
| 31 | + ) |
| 32 | + |
| 33 | + |
| 34 | +@pytest.fixture |
| 35 | +def engine_under_test(mock_connection): |
| 36 | + return sqlalchemy.create_engine("bigquery://") |
| 37 | + |
| 38 | + |
| 39 | +@pytest.fixture |
| 40 | +def inspector_under_test(engine_under_test): |
| 41 | + from sqlalchemy.engine.reflection import Inspector |
| 42 | + |
| 43 | + return Inspector.from_engine(engine_under_test) |
| 44 | + |
| 45 | + |
| 46 | +def dataset_item(dataset_id): |
| 47 | + return DatasetListItem( |
| 48 | + {"datasetReference": {"projectId": "some-project-id", "datasetId": dataset_id}} |
| 49 | + ) |
| 50 | + |
| 51 | + |
| 52 | +def table_item(dataset_id, table_id, type_="TABLE"): |
| 53 | + return TableListItem( |
| 54 | + { |
| 55 | + "type": type_, |
| 56 | + "tableReference": { |
| 57 | + "projectId": "some-project-id", |
| 58 | + "datasetId": dataset_id, |
| 59 | + "tableId": table_id, |
| 60 | + }, |
| 61 | + } |
| 62 | + ) |
| 63 | + |
| 64 | + |
| 65 | +@pytest.mark.parametrize( |
| 66 | + ["datasets_list", "tables_lists", "expected"], |
| 67 | + [ |
| 68 | + ([], [], []), |
| 69 | + ([dataset_item("dataset_1")], [[]], []), |
| 70 | + ( |
| 71 | + [dataset_item("dataset_1"), dataset_item("dataset_2")], |
| 72 | + [ |
| 73 | + [table_item("dataset_1", "d1t1"), table_item("dataset_1", "d1t2")], |
| 74 | + [ |
| 75 | + table_item("dataset_2", "d2t1"), |
| 76 | + table_item("dataset_2", "d2view", type_="VIEW"), |
| 77 | + ], |
| 78 | + ], |
| 79 | + ["dataset_1.d1t1", "dataset_1.d1t2", "dataset_2.d2t1"], |
| 80 | + ), |
| 81 | + ( |
| 82 | + [dataset_item("dataset_1"), dataset_item("dataset_deleted")], |
| 83 | + [ |
| 84 | + [table_item("dataset_1", "d1t1")], |
| 85 | + google.api_core.exceptions.NotFound("dataset_deleted"), |
| 86 | + ], |
| 87 | + ["dataset_1.d1t1"], |
| 88 | + ), |
| 89 | + ], |
| 90 | +) |
| 91 | +def test_get_table_names( |
| 92 | + engine_under_test, mock_bigquery_client, datasets_list, tables_lists, expected |
| 93 | +): |
| 94 | + mock_bigquery_client.list_datasets.return_value = datasets_list |
| 95 | + mock_bigquery_client.list_tables.side_effect = tables_lists |
| 96 | + table_names = engine_under_test.table_names() |
| 97 | + mock_bigquery_client.list_datasets.assert_called_once() |
| 98 | + assert mock_bigquery_client.list_tables.call_count == len(datasets_list) |
| 99 | + assert list(sorted(table_names)) == list(sorted(expected)) |
| 100 | + |
| 101 | + |
| 102 | +@pytest.mark.parametrize( |
| 103 | + ["datasets_list", "tables_lists", "expected"], |
| 104 | + [ |
| 105 | + ([], [], []), |
| 106 | + ([dataset_item("dataset_1")], [[]], []), |
| 107 | + ( |
| 108 | + [dataset_item("dataset_1"), dataset_item("dataset_2")], |
| 109 | + [ |
| 110 | + [ |
| 111 | + table_item("dataset_1", "d1t1"), |
| 112 | + table_item("dataset_1", "d1view", type_="VIEW"), |
| 113 | + ], |
| 114 | + [ |
| 115 | + table_item("dataset_2", "d2t1"), |
| 116 | + table_item("dataset_2", "d2view", type_="VIEW"), |
| 117 | + ], |
| 118 | + ], |
| 119 | + ["dataset_1.d1view", "dataset_2.d2view"], |
| 120 | + ), |
| 121 | + ( |
| 122 | + [dataset_item("dataset_1"), dataset_item("dataset_deleted")], |
| 123 | + [ |
| 124 | + [table_item("dataset_1", "d1view", type_="VIEW")], |
| 125 | + google.api_core.exceptions.NotFound("dataset_deleted"), |
| 126 | + ], |
| 127 | + ["dataset_1.d1view"], |
| 128 | + ), |
| 129 | + ], |
| 130 | +) |
| 131 | +def test_get_view_names( |
| 132 | + inspector_under_test, mock_bigquery_client, datasets_list, tables_lists, expected |
| 133 | +): |
| 134 | + mock_bigquery_client.list_datasets.return_value = datasets_list |
| 135 | + mock_bigquery_client.list_tables.side_effect = tables_lists |
| 136 | + view_names = inspector_under_test.get_view_names() |
| 137 | + mock_bigquery_client.list_datasets.assert_called_once() |
| 138 | + assert mock_bigquery_client.list_tables.call_count == len(datasets_list) |
| 139 | + assert list(sorted(view_names)) == list(sorted(expected)) |
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