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| 1 | +# Copyright 2024 Cloudera Inc. |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +import pytest |
| 16 | +import os |
| 17 | +from dbt.tests.util import run_dbt, relation_from_name, check_relations_equal |
| 18 | + |
| 19 | +from dbt.tests.adapter.basic.test_incremental import ( |
| 20 | + BaseIncremental, |
| 21 | + BaseIncrementalNotSchemaChange, |
| 22 | +) |
| 23 | + |
| 24 | +from dbt.tests.adapter.basic.files import ( |
| 25 | + schema_base_yml, |
| 26 | + model_incremental, |
| 27 | +) |
| 28 | + |
| 29 | +pytestmark = pytest.mark.skipif( |
| 30 | + os.getenv(key="DISABLE_KUDU_TEST", default="true") == "true", |
| 31 | + reason="Kudu tests will be run when DISABLE_KUDU_TEST is set to false in test.env", |
| 32 | +) |
| 33 | + |
| 34 | +incremental_kudu_sql = ( |
| 35 | + """ |
| 36 | + {{ |
| 37 | + config( |
| 38 | + materialized="incremental", |
| 39 | + stored_as="kudu", |
| 40 | + primary_key="(id)" |
| 41 | + ) |
| 42 | +}} |
| 43 | +""".strip() |
| 44 | + + model_incremental |
| 45 | +) |
| 46 | + |
| 47 | + |
| 48 | +class TestIncrementalKudu(BaseIncremental): |
| 49 | + @pytest.fixture(scope="class") |
| 50 | + def project_config_update(self): |
| 51 | + return {"name": "incremental_test_model"} |
| 52 | + |
| 53 | + @pytest.fixture(scope="class") |
| 54 | + def models(self): |
| 55 | + return {"incremental_test_model.sql": incremental_kudu_sql, "schema.yml": schema_base_yml} |
| 56 | + |
| 57 | + def test_incremental(self, project): |
| 58 | + # seed command |
| 59 | + results = run_dbt(["seed"]) |
| 60 | + assert len(results) == 2 |
| 61 | + |
| 62 | + # base table rowcount |
| 63 | + relation = relation_from_name(project.adapter, "base") |
| 64 | + result = project.run_sql(f"select count(*) as num_rows from {relation}", fetch="one") |
| 65 | + assert result[0] == 10 |
| 66 | + |
| 67 | + # added table rowcount |
| 68 | + relation = relation_from_name(project.adapter, "added") |
| 69 | + result = project.run_sql(f"select count(*) as num_rows from {relation}", fetch="one") |
| 70 | + assert result[0] == 20 |
| 71 | + |
| 72 | + # run command |
| 73 | + # the "seed_name" var changes the seed identifier in the schema file |
| 74 | + results = run_dbt(["run", "--vars", "seed_name: base"]) |
| 75 | + assert len(results) == 1 |
| 76 | + |
| 77 | + # check relations equal |
| 78 | + check_relations_equal(project.adapter, ["base", "incremental_test_model"]) |
| 79 | + |
| 80 | + # change seed_name var |
| 81 | + # the "seed_name" var changes the seed identifier in the schema file |
| 82 | + results = run_dbt(["run", "--vars", "seed_name: added"]) |
| 83 | + assert len(results) == 1 |
| 84 | + |
| 85 | + # check relations equal |
| 86 | + check_relations_equal(project.adapter, ["added", "incremental_test_model"]) |
| 87 | + |
| 88 | + # run full-refresh and compare with base table again |
| 89 | + results = run_dbt( |
| 90 | + [ |
| 91 | + "run", |
| 92 | + "--select", |
| 93 | + "incremental_test_model", |
| 94 | + "--full-refresh", |
| 95 | + "--vars", |
| 96 | + "seed_name: base", |
| 97 | + ] |
| 98 | + ) |
| 99 | + assert len(results) == 1 |
| 100 | + |
| 101 | + check_relations_equal(project.adapter, ["base", "incremental_test_model"]) |
| 102 | + |
| 103 | + # get catalog from docs generate |
| 104 | + catalog = run_dbt(["docs", "generate"]) |
| 105 | + assert len(catalog.nodes) == 3 |
| 106 | + assert len(catalog.sources) == 1 |
| 107 | + |
| 108 | + |
| 109 | +insertoverwrite_sql = """ |
| 110 | + {{ |
| 111 | + config( |
| 112 | + materialized="incremental", |
| 113 | + incremental_strategy="insert_overwrite", |
| 114 | + partition_by="id_partition", |
| 115 | + stored_as="kudu", |
| 116 | + primary_key="(id)" |
| 117 | + ) |
| 118 | +}} |
| 119 | + select *, id as id_partition from {{ source('raw', 'seed') }} |
| 120 | + {% if is_incremental() %} |
| 121 | + where id > (select max(id) from {{ this }}) |
| 122 | + {% endif %} |
| 123 | +""".strip() |
| 124 | + |
| 125 | + |
| 126 | +@pytest.mark.skip(reason="Need to fix partition by syntax for Kudu") |
| 127 | +class TestInsertoverwriteKudu(TestIncrementalKudu): |
| 128 | + @pytest.fixture(scope="class") |
| 129 | + def models(self): |
| 130 | + return {"incremental_test_model.sql": insertoverwrite_sql, "schema.yml": schema_base_yml} |
| 131 | + |
| 132 | + |
| 133 | +incremental_single_partitionby_sql = """ |
| 134 | + {{ |
| 135 | + config( |
| 136 | + materialized="incremental", |
| 137 | + partition_by="id_partition", |
| 138 | + stored_as="kudu", |
| 139 | + primary_key="(id)" |
| 140 | + ) |
| 141 | +}} |
| 142 | + select *, id as id_partition from {{ source('raw', 'seed') }} |
| 143 | + {% if is_incremental() %} |
| 144 | + where id > (select max(id) from {{ this }}) |
| 145 | + {% endif %} |
| 146 | +""".strip() |
| 147 | + |
| 148 | + |
| 149 | +@pytest.mark.skip(reason="Need to fix partition by syntax for Kudu") |
| 150 | +class TestIncrementalWithSinglePartitionKeyKudu(TestIncrementalKudu): |
| 151 | + @pytest.fixture(scope="class") |
| 152 | + def models(self): |
| 153 | + return { |
| 154 | + "incremental_test_model.sql": incremental_single_partitionby_sql, |
| 155 | + "schema.yml": schema_base_yml, |
| 156 | + } |
| 157 | + |
| 158 | + |
| 159 | +incremental_multiple_partitionby_sql = """ |
| 160 | + {{ |
| 161 | + config( |
| 162 | + materialized="incremental", |
| 163 | + partition_by=["id_partition1", "id_partition2"], |
| 164 | + stored_as="kudu", |
| 165 | + primary_key="(id)" |
| 166 | + ) |
| 167 | + }} |
| 168 | + select *, id as id_partition1, id as id_partition2 from {{ source('raw', 'seed') }} |
| 169 | + {% if is_incremental() %} |
| 170 | + where id > (select max(id) from {{ this }}) |
| 171 | + {% endif %} |
| 172 | +""".strip() |
| 173 | + |
| 174 | + |
| 175 | +@pytest.mark.skip(reason="Need to fix partition by syntax for Kudu") |
| 176 | +class TestIncrementalWithMultiplePartitionKeyKudu(TestIncrementalKudu): |
| 177 | + @pytest.fixture(scope="class") |
| 178 | + def models(self): |
| 179 | + return { |
| 180 | + "incremental_test_model.sql": incremental_multiple_partitionby_sql, |
| 181 | + "schema.yml": schema_base_yml, |
| 182 | + } |
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