/** * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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. */ import { QueryObject, SqlaFormData } from '@superset-ui/core'; import { rollingWindowOperator } from '@superset-ui/chart-controls'; const formData: SqlaFormData = { metrics: [ 'count(*)', { label: 'sum(val)', expressionType: 'SQL', sqlExpression: 'sum(val)' }, ], time_range: '2015 : 2016', granularity: 'month', datasource: 'foo', viz_type: 'table', }; const queryObject: QueryObject = { metrics: [ 'count(*)', { label: 'sum(val)', expressionType: 'SQL', sqlExpression: 'sum(val)' }, ], time_range: '2015 : 2016', granularity: 'month', post_processing: [ { operation: 'pivot', options: { index: ['__timestamp'], columns: ['nation'], aggregates: { 'count(*)': { operator: 'sum', }, }, }, }, ], }; test('skip transformation', () => { expect(rollingWindowOperator(formData, queryObject)).toEqual(undefined); expect( rollingWindowOperator({ ...formData, rolling_type: 'None' }, queryObject), ).toEqual(undefined); expect( rollingWindowOperator({ ...formData, rolling_type: 'foobar' }, queryObject), ).toEqual(undefined); const formDataWithoutMetrics = { ...formData }; delete formDataWithoutMetrics.metrics; expect(rollingWindowOperator(formDataWithoutMetrics, queryObject)).toEqual( undefined, ); }); test('rolling_type: cumsum', () => { expect( rollingWindowOperator({ ...formData, rolling_type: 'cumsum' }, queryObject), ).toEqual({ operation: 'cum', options: { operator: 'sum', columns: { 'count(*)': 'count(*)', 'sum(val)': 'sum(val)', }, }, }); }); test('rolling_type: sum/mean/std', () => { const rollingTypes = ['sum', 'mean', 'std']; rollingTypes.forEach(rollingType => { expect( rollingWindowOperator( { ...formData, rolling_type: rollingType }, queryObject, ), ).toEqual({ operation: 'rolling', options: { rolling_type: rollingType, window: 1, min_periods: 0, columns: { 'count(*)': 'count(*)', 'sum(val)': 'sum(val)', }, }, }); }); }); test('should append compared metrics when sets time compare type', () => { const comparisonTypes = ['values', 'difference', 'percentage', 'ratio']; comparisonTypes.forEach(cType => { expect( rollingWindowOperator( { ...formData, rolling_type: 'cumsum', comparison_type: cType, time_compare: ['1 year ago', '1 year later'], }, queryObject, ), ).toEqual({ operation: 'cum', options: { operator: 'sum', columns: { 'count(*)': 'count(*)', 'count(*)__1 year ago': 'count(*)__1 year ago', 'count(*)__1 year later': 'count(*)__1 year later', 'sum(val)': 'sum(val)', 'sum(val)__1 year ago': 'sum(val)__1 year ago', 'sum(val)__1 year later': 'sum(val)__1 year later', }, }, }); }); });