superset-frontend/plugins/legacy-plugin-chart-parallel-coordinates/src/ParallelCoordinates.js
/**
* 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.
*/
/* eslint-disable react/sort-prop-types */
import d3 from 'd3';
import PropTypes from 'prop-types';
import { getSequentialSchemeRegistry } from '@superset-ui/core';
import parcoords from './vendor/parcoords/d3.parcoords';
import divgrid from './vendor/parcoords/divgrid';
const propTypes = {
// Standard tabular data [{ fieldName1: value1, fieldName2: value2 }]
data: PropTypes.arrayOf(PropTypes.object),
width: PropTypes.number,
height: PropTypes.number,
colorMetric: PropTypes.string,
includeSeries: PropTypes.bool,
linearColorScheme: PropTypes.string,
metrics: PropTypes.arrayOf(PropTypes.string),
series: PropTypes.string,
showDatatable: PropTypes.bool,
};
function ParallelCoordinates(element, props) {
const {
data,
width,
height,
colorMetric,
includeSeries,
linearColorScheme,
metrics,
series,
showDatatable,
} = props;
const cols = includeSeries ? [series].concat(metrics) : metrics;
const ttypes = {};
ttypes[series] = 'string';
metrics.forEach(v => {
ttypes[v] = 'number';
});
const colorScale = colorMetric
? getSequentialSchemeRegistry()
.get(linearColorScheme)
.createLinearScale(d3.extent(data, d => d[colorMetric]))
: () => 'grey';
const color = d => colorScale(d[colorMetric]);
const container = d3
.select(element)
.classed('superset-legacy-chart-parallel-coordinates', true);
container.selectAll('*').remove();
const effHeight = showDatatable ? height / 2 : height;
const div = container
.append('div')
.style('height', `${effHeight}px`)
.classed('parcoords', true);
const chart = parcoords()(div.node())
.width(width)
.color(color)
.alpha(0.5)
.composite('darken')
.height(effHeight)
.data(data)
.dimensions(cols)
.types(ttypes)
.render()
.createAxes()
.shadows()
.reorderable()
.brushMode('1D-axes');
if (showDatatable) {
// create data table, row hover highlighting
const grid = divgrid();
container
.append('div')
.style('height', `${effHeight}px`)
.datum(data)
.call(grid)
.classed('parcoords grid', true)
.selectAll('.row')
.on({
mouseover(d) {
chart.highlight([d]);
},
mouseout: chart.unhighlight,
});
// update data table on brush event
chart.on('brush', d => {
d3.select('.grid')
.datum(d)
.call(grid)
.selectAll('.row')
.on({
mouseover(dd) {
chart.highlight([dd]);
},
mouseout: chart.unhighlight,
});
});
}
}
ParallelCoordinates.displayName = 'ParallelCoordinates';
ParallelCoordinates.propTypes = propTypes;
export default ParallelCoordinates;