|
| 1 | +import { |
| 2 | + getEnv, |
| 3 | +} from '@cubejs-backend/shared'; |
| 4 | +import { PostgresQuery } from '../../../src/adapter/PostgresQuery'; |
| 5 | +import { prepareYamlCompiler } from '../../unit/PrepareCompiler'; |
| 6 | +import { dbRunner } from './PostgresDBRunner'; |
| 7 | + |
| 8 | +describe('Multi-Stage', () => { |
| 9 | + jest.setTimeout(200000); |
| 10 | + |
| 11 | + const { compiler, joinGraph, cubeEvaluator } = prepareYamlCompiler(` |
| 12 | +cubes: |
| 13 | + - name: orders |
| 14 | + sql: > |
| 15 | + SELECT 9 as ID, 'completed' as STATUS, '2022-01-12T20:00:00.000Z'::timestamptz as CREATED_AT |
| 16 | + union all |
| 17 | + SELECT 10 as ID, 'completed' as STATUS, '2023-01-12T20:00:00.000Z'::timestamptz as CREATED_AT |
| 18 | + union all |
| 19 | + SELECT 11 as ID, 'completed' as STATUS, '2024-01-14T20:00:00.000Z'::timestamptz as CREATED_AT |
| 20 | + union all |
| 21 | + SELECT 12 as ID, 'completed' as STATUS, '2024-02-14T20:00:00.000Z'::timestamptz as CREATED_AT |
| 22 | + union all |
| 23 | + SELECT 13 as ID, 'completed' as STATUS, '2025-03-14T20:00:00.000Z'::timestamptz as CREATED_AT |
| 24 | + joins: |
| 25 | + - name: line_items |
| 26 | + sql: "{CUBE}.ID = {line_items}.order_id" |
| 27 | + relationship: many_to_one |
| 28 | +
|
| 29 | + dimensions: |
| 30 | + - name: id |
| 31 | + sql: ID |
| 32 | + type: number |
| 33 | + primary_key: true |
| 34 | +
|
| 35 | + - name: status |
| 36 | + sql: STATUS |
| 37 | + type: string |
| 38 | +
|
| 39 | + - name: date |
| 40 | + sql: CREATED_AT |
| 41 | + type: time |
| 42 | +
|
| 43 | + - name: amount |
| 44 | + sql: '{line_items.total_amount}' |
| 45 | + type: number |
| 46 | + sub_query: true |
| 47 | +
|
| 48 | + measures: |
| 49 | + - name: count |
| 50 | + type: count |
| 51 | +
|
| 52 | + - name: completed_count |
| 53 | + type: count |
| 54 | + filters: |
| 55 | + - sql: "{CUBE}.STATUS = 'completed'" |
| 56 | +
|
| 57 | + - name: returned_count |
| 58 | + type: count |
| 59 | + filters: |
| 60 | + - sql: "{CUBE}.STATUS = 'returned'" |
| 61 | +
|
| 62 | + - name: return_rate |
| 63 | + type: number |
| 64 | + sql: "({returned_count} / NULLIF({completed_count}, 0)) * 100.0" |
| 65 | + description: "Percentage of returned orders out of completed, exclude just placed orders." |
| 66 | + format: percent |
| 67 | +
|
| 68 | + - name: total_amount |
| 69 | + sql: '{CUBE.amount}' |
| 70 | + type: sum |
| 71 | +
|
| 72 | + - name: revenue |
| 73 | + sql: "CASE WHEN {CUBE}.status = 'completed' THEN {CUBE.amount} END" |
| 74 | + type: sum |
| 75 | + format: currency |
| 76 | +
|
| 77 | + - name: average_order_value |
| 78 | + sql: '{CUBE.amount}' |
| 79 | + type: avg |
| 80 | +
|
| 81 | + - name: revenue_1_y_ago |
| 82 | + sql: "{revenue}" |
| 83 | + multi_stage: true |
| 84 | + type: number |
| 85 | + format: currency |
| 86 | + time_shift: |
| 87 | + - time_dimension: date |
| 88 | + interval: 1 year |
| 89 | + type: prior |
| 90 | + - time_dimension: orders_view.date |
| 91 | + interval: 1 year |
| 92 | + type: prior |
| 93 | +
|
| 94 | + - name: cagr_1_y |
| 95 | + sql: "(({revenue} / {revenue_1_y_ago}) - 1)" |
| 96 | + type: number |
| 97 | + format: percent |
| 98 | + description: "Annual CAGR, year over year growth in revenue" |
| 99 | +
|
| 100 | + - name: line_items |
| 101 | + sql: > |
| 102 | + SELECT 9 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 9 as ORDER_ID, 11 as PRODUCT_ID |
| 103 | + union all |
| 104 | + SELECT 10 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 10 as ORDER_ID, 10 as PRODUCT_ID |
| 105 | + union all |
| 106 | + SELECT 11 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 10 as ORDER_ID, 11 as PRODUCT_ID |
| 107 | + union all |
| 108 | + SELECT 12 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 11 as ORDER_ID, 10 as PRODUCT_ID |
| 109 | + union all |
| 110 | + SELECT 13 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 11 as ORDER_ID, 10 as PRODUCT_ID |
| 111 | + union all |
| 112 | + SELECT 14 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 12 as ORDER_ID, 10 as PRODUCT_ID |
| 113 | + union all |
| 114 | + SELECT 15 as ID, '2024-01-12T20:00:00.000Z'::timestamptz as CREATED_AT, 13 as ORDER_ID, 11 as PRODUCT_ID |
| 115 | + public: false |
| 116 | +
|
| 117 | + joins: |
| 118 | + - name: products |
| 119 | + sql: "{CUBE}.PRODUCT_ID = {products}.ID" |
| 120 | + relationship: many_to_one |
| 121 | +
|
| 122 | + dimensions: |
| 123 | + - name: id |
| 124 | + sql: ID |
| 125 | + type: number |
| 126 | + primary_key: true |
| 127 | +
|
| 128 | + - name: created_at |
| 129 | + sql: CREATED_AT |
| 130 | + type: time |
| 131 | +
|
| 132 | + - name: price |
| 133 | + sql: "{products.price}" |
| 134 | + type: number |
| 135 | +
|
| 136 | + measures: |
| 137 | + - name: count |
| 138 | + type: count |
| 139 | +
|
| 140 | + - name: total_amount |
| 141 | + sql: "{price}" |
| 142 | + type: sum |
| 143 | +
|
| 144 | + - name: products |
| 145 | + sql: > |
| 146 | + SELECT 10 as ID, 'some category' as PRODUCT_CATEGORY, 'some name' as NAME, 10 as PRICE |
| 147 | + union all |
| 148 | + SELECT 11 as ID, 'some category' as PRODUCT_CATEGORY, 'some name' as NAME, 5 as PRICE |
| 149 | + public: false |
| 150 | + description: > |
| 151 | + Products and categories in our e-commerce store. |
| 152 | +
|
| 153 | + dimensions: |
| 154 | + - name: id |
| 155 | + sql: ID |
| 156 | + type: number |
| 157 | + primary_key: true |
| 158 | +
|
| 159 | + - name: product_category |
| 160 | + sql: PRODUCT_CATEGORY |
| 161 | + type: string |
| 162 | +
|
| 163 | + - name: name |
| 164 | + sql: NAME |
| 165 | + type: string |
| 166 | +
|
| 167 | + - name: price |
| 168 | + sql: PRICE |
| 169 | + type: number |
| 170 | +
|
| 171 | + measures: |
| 172 | + - name: count |
| 173 | + type: count |
| 174 | +views: |
| 175 | + - name: orders_view |
| 176 | +
|
| 177 | + cubes: |
| 178 | + - join_path: orders |
| 179 | + includes: |
| 180 | + - date |
| 181 | + - revenue |
| 182 | + - cagr_1_y |
| 183 | + - return_rate |
| 184 | +
|
| 185 | + - join_path: line_items.products |
| 186 | + prefix: true |
| 187 | + includes: |
| 188 | + - product_category |
| 189 | +
|
| 190 | + `); |
| 191 | + |
| 192 | + async function runQueryTest(q, expectedResult) { |
| 193 | + if (!getEnv('nativeSqlPlanner')) { |
| 194 | + return; |
| 195 | + } |
| 196 | + await compiler.compile(); |
| 197 | + const query = new PostgresQuery({ joinGraph, cubeEvaluator, compiler }, q); |
| 198 | + |
| 199 | + console.log(query.buildSqlAndParams()); |
| 200 | + |
| 201 | + const res = await dbRunner.testQuery(query.buildSqlAndParams()); |
| 202 | + console.log(JSON.stringify(res)); |
| 203 | + |
| 204 | + expect(res).toEqual( |
| 205 | + expectedResult |
| 206 | + ); |
| 207 | + } |
| 208 | + |
| 209 | + it('multi stage over sub query', async () => runQueryTest({ |
| 210 | + measures: ['orders.revenue', 'orders.revenue_1_y_ago', 'orders.cagr_1_y'], |
| 211 | + timeDimensions: [ |
| 212 | + { |
| 213 | + dimension: 'orders.date', |
| 214 | + granularity: 'year' |
| 215 | + } |
| 216 | + ], |
| 217 | + timezone: 'UTC' |
| 218 | + }, [ |
| 219 | + |
| 220 | + { orders__date_year: '2023-01-01T00:00:00.000Z', |
| 221 | + orders__revenue: '15', |
| 222 | + orders__revenue_1_y_ago: '5', |
| 223 | + orders__cagr_1_y: '2.0000000000000000' }, |
| 224 | + { orders__date_year: '2024-01-01T00:00:00.000Z', orders__revenue: '30', orders__revenue_1_y_ago: '15', orders__cagr_1_y: '1.0000000000000000' }, |
| 225 | + { orders__date_year: '2025-01-01T00:00:00.000Z', orders__revenue: '5', orders__revenue_1_y_ago: '30', orders__cagr_1_y: '-0.83333333333333333333' }])); |
| 226 | +}); |
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