/** * 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 { DTTM_ALIAS, QueryObject, SqlaFormData } from '@superset-ui/core'; import { prophetOperator } from '@superset-ui/chart-controls'; const formData: SqlaFormData = { metrics: [ 'count(*)', { label: 'sum(val)', expressionType: 'SQL', sqlExpression: 'sum(val)' }, ], time_range: '2015 : 2016', time_grain_sqla: 'P1Y', datasource: 'foo', viz_type: 'table', }; const queryObject: QueryObject = { metrics: [ 'count(*)', { label: 'sum(val)', expressionType: 'SQL', sqlExpression: 'sum(val)' }, ], time_range: '2015 : 2016', granularity: 'P1Y', }; test('should skip prophetOperator', () => { expect(prophetOperator(formData, queryObject)).toEqual(undefined); }); test('should do prophetOperator with default index', () => { expect( prophetOperator( { ...formData, granularity_sqla: 'time_column', forecastEnabled: true, forecastPeriods: '3', forecastInterval: '5', forecastSeasonalityYearly: true, forecastSeasonalityWeekly: false, forecastSeasonalityDaily: false, }, queryObject, ), ).toEqual({ operation: 'prophet', options: { time_grain: 'P1Y', periods: 3.0, confidence_interval: 5.0, yearly_seasonality: true, weekly_seasonality: false, daily_seasonality: false, index: DTTM_ALIAS, }, }); }); test('should do prophetOperator over named column', () => { expect( prophetOperator( { ...formData, x_axis: 'ds', forecastEnabled: true, forecastPeriods: '3', forecastInterval: '5', forecastSeasonalityYearly: true, forecastSeasonalityWeekly: false, forecastSeasonalityDaily: false, }, queryObject, ), ).toEqual({ operation: 'prophet', options: { time_grain: 'P1Y', periods: 3.0, confidence_interval: 5.0, yearly_seasonality: true, weekly_seasonality: false, daily_seasonality: false, index: 'ds', }, }); }); test('should do prophetOperator over adhoc column', () => { expect( prophetOperator( { ...formData, x_axis: { label: 'my_case_expr', expressionType: 'SQL', sqlExpression: 'case when a = 1 then 1 else 0 end', }, forecastEnabled: true, forecastPeriods: '3', forecastInterval: '5', forecastSeasonalityYearly: true, forecastSeasonalityWeekly: false, forecastSeasonalityDaily: false, }, queryObject, ), ).toEqual({ operation: 'prophet', options: { time_grain: 'P1Y', periods: 3.0, confidence_interval: 5.0, yearly_seasonality: true, weekly_seasonality: false, daily_seasonality: false, index: 'my_case_expr', }, }); });