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feat: Adds the ECharts Histogram chart (#28652)
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/**
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing,
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* software distributed under the License is distributed on an
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* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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* KIND, either express or implied. See the License for the
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* specific language governing permissions and limitations
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* under the License.
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*/
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import {
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GenericDataType,
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t,
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validateInteger,
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validateNonEmpty,
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} from '@superset-ui/core';
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import {
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ControlPanelConfig,
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formatSelectOptionsForRange,
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dndGroupByControl,
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columnsByType,
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} from '@superset-ui/chart-controls';
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import { showLegendControl, showValueControl } from '../controls';
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const config: ControlPanelConfig = {
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controlPanelSections: [
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{
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label: t('Query'),
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expanded: true,
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controlSetRows: [
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[
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{
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name: 'column',
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config: {
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...dndGroupByControl,
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label: t('Column'),
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multi: false,
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description: t('Numeric column used to calculate the histogram.'),
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validators: [validateNonEmpty],
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freeForm: false,
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disabledTabs: new Set(['saved', 'sqlExpression']),
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mapStateToProps: ({ datasource }) => ({
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options: columnsByType(datasource, GenericDataType.Numeric),
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}),
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},
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},
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],
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['groupby'],
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['adhoc_filters'],
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['row_limit'],
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[
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{
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name: 'bins',
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config: {
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type: 'SelectControl',
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freeForm: true,
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label: t('Bins'),
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default: 5,
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choices: formatSelectOptionsForRange(5, 20, 5),
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description: t('The number of bins for the histogram'),
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validators: [validateInteger],
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},
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},
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],
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[
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{
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name: 'normalize',
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config: {
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type: 'CheckboxControl',
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label: t('Normalize'),
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description: t(`
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The normalize option transforms the histogram values into proportions or
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probabilities by dividing each bin's count by the total count of data points.
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This normalization process ensures that the resulting values sum up to 1,
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enabling a relative comparison of the data's distribution and providing a
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clearer understanding of the proportion of data points within each bin.`),
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default: false,
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},
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},
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],
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[
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{
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name: 'cumulative',
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config: {
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type: 'CheckboxControl',
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label: t('Cumulative'),
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description: t(`
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The cumulative option allows you to see how your data accumulates over different
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values. When enabled, the histogram bars represent the running total of frequencies
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up to each bin. This helps you understand how likely it is to encounter values
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below a certain point. Keep in mind that enabling cumulative doesn't change your
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original data, it just changes the way the histogram is displayed.`),
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default: false,
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},
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},
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],
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],
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},
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{
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label: t('Chart Options'),
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expanded: true,
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controlSetRows: [
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['color_scheme'],
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[showValueControl],
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[showLegendControl],
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[
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{
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name: 'x_axis_title',
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config: {
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type: 'TextControl',
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label: t('X Axis Title'),
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renderTrigger: true,
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default: '',
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},
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},
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],
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[
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{
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name: 'y_axis_title',
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config: {
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type: 'TextControl',
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label: t('Y Axis Title'),
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renderTrigger: true,
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default: '',
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},
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},
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],
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],
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},
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],
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};
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export default config;
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