woocommerce/plugins/woocommerce-admin/client/components/d3/charts/utils.js

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/** @format */
/**
* External dependencies
*/
import { max as d3Max, range as d3Range } from 'd3-array';
import { axisBottom as d3AxisBottom, axisLeft as d3AxisLeft } from 'd3-axis';
import { format as d3Format } from 'd3-format';
import {
scaleBand as d3ScaleBand,
scaleLinear as d3ScaleLinear,
scaleOrdinal as d3ScaleOrdinal,
scaleTime as d3ScaleTime,
} from 'd3-scale';
import { mouse as d3Mouse, select as d3Select } from 'd3-selection';
import { line as d3Line } from 'd3-shape';
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import { interpolateViridis as d3InterpolateViridis } from 'd3-scale-chromatic';
import { timeFormat as d3TimeFormat, utcParse as d3UTCParse } from 'd3-time-format';
export const parseDate = d3UTCParse( '%Y-%m-%d' );
export const getUniqueKeys = data => {
return [
...new Set(
data.reduce( ( accum, curr ) => {
Object.keys( curr ).forEach( key => key !== 'date' && accum.push( key ) );
return accum;
}, [] )
),
];
};
export const getOrderedKeys = data =>
getUniqueKeys( data )
.map( key => ( {
key,
total: data.reduce( ( a, c ) => a + c[ key ], 0 ),
} ) )
.sort( ( a, b ) => b.total - a.total )
.map( d => d.key );
export const getLineData = data =>
getOrderedKeys( data ).map( key => ( {
key,
values: data.map( d => ( {
date: d.date,
value: d[ key ],
} ) ),
} ) );
export const getUniqueDates = data => {
return [
...new Set(
getLineData( data ).reduce( ( accum, { values } ) => {
values.forEach( ( { date } ) => accum.push( date ) );
return accum;
}, [] )
),
].sort( ( a, b ) => parseDate( a ) - parseDate( b ) );
};
export const getXScale = ( data, { width } ) =>
d3ScaleBand()
.domain( getUniqueDates( data ) )
.rangeRound( [ 0, width ] )
.paddingInner( 0.1 );
export const getXGroupScale = ( data, { width } ) =>
d3ScaleBand()
.domain( getOrderedKeys( data ) )
.rangeRound( [ 0, getXScale( data, { width } ).bandwidth() ] )
.padding( 0.07 );
export const getXLineScale = ( data, { width } ) => {
const uniqueDates = getUniqueDates( data );
return d3ScaleTime()
.domain( [ new Date( uniqueDates[ 0 ] ), new Date( uniqueDates[ uniqueDates.length - 1 ] ) ] )
.rangeRound( [ 0, width ] );
};
export const getYMax = data =>
Math.round(
4 / 3 * d3Max( getLineData( data ), d => d3Max( d.values.map( date => date.value ) ) )
);
export const getYScale = ( data, { height } ) =>
d3ScaleLinear()
.domain( [ 0, getYMax( data ) ] )
.rangeRound( [ height, 0 ] );
export const getYTickOffset = ( data, { height, scale } ) =>
d3ScaleLinear()
.domain( [ 0, getYMax( data ) ] )
.rangeRound( [ height + scale * 12, scale * 12 ] );
export const getColorScale = data =>
d3ScaleOrdinal().range( d3Range( 0, 1.1, 100 / ( getOrderedKeys( data ).length - 1 ) / 100 ) );
export const getLine = ( data, params ) => {
const xLineScale = getXLineScale( data, params ),
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yScale = getYScale( data, params );
return d3Line()
.x( d => xLineScale( new Date( d.date ) ) )
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.y( d => yScale( d.value ) );
};
export const drawAxis = ( node, data, params ) => {
const xScale = params.type === 'line' ? getXLineScale( data, params ) : getXScale( data, params );
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const uniqueDates = getUniqueDates( data );
const yGrids = [];
for ( let i = 0; i < 4; i++ ) {
yGrids.push( i / 3 * getYMax( data ) );
}
node
.append( 'g' )
.attr( 'class', 'axis' )
.attr( 'transform', `translate(0,${ params.height })` )
.call(
d3AxisBottom( xScale )
.tickValues( uniqueDates.map( d => ( params.type === 'line' ? new Date( d ) : d ) ) )
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.tickFormat( d => d3TimeFormat( '%d' )( d instanceof Date ? d : new Date( d ) ) )
);
node
.append( 'g' )
.attr( 'class', 'grid' )
.attr( 'transform', `translate(-${ params.margin.left },0)` )
.call(
d3AxisLeft( getYScale( data, params ) )
.tickValues( yGrids )
.tickSize( -params.width - params.margin.left )
.tickFormat( '' )
)
.call( g => g.select( '.domain' ).remove() );
node
.append( 'g' )
.attr( 'class', 'axis y-axis' )
.call(
d3AxisLeft( getYTickOffset( data, params ) )
.tickValues( yGrids )
.tickFormat( d => ( d !== 0 ? d3Format( '.3s' )( d ) : 0 ) )
);
node
.selectAll( '.y-axis .tick text' )
.style( 'font-size', `${ Math.round( params.scale * 10 ) }px` );
node.selectAll( '.domain' ).remove();
node
.selectAll( '.axis' )
.selectAll( '.tick' )
.select( 'line' )
.remove();
};
const showTooltip = ( node, data, d ) => {
const chartCoords = node.node().getBoundingClientRect();
const colorScale = getColorScale( data );
let [ xPosition, yPosition ] = d3Mouse( node.node() );
xPosition = xPosition > chartCoords.width - 200 ? xPosition - 200 : xPosition + 20;
yPosition = yPosition > chartCoords.height - 150 ? yPosition - 200 : yPosition + 20;
const keys = getOrderedKeys( data ).map(
( key, i ) => `
<li>
<span class="key-colour" style="background-color:${ d3InterpolateViridis(
colorScale( i )
) }"></span>
<span class="key-key">${ key }:</span>
<span class="key-value">${ d3Format( ',.0f' )( d[ key ] ) }</span>
</li>`
);
node
.select( '.tooltip' )
.style( 'left', xPosition + 'px' )
.style( 'top', yPosition + 'px' )
.style( 'display', 'inline-block' ).html( `
<div>
<h4>${ d.date }</h4>
<ul>
${ keys.join( '' ) }
</ul>
</div>
` );
};
const handleMouseOverBarChart = ( d, i, nodes, node, data ) => {
d3Select( nodes[ i ].parentNode )
.select( '.barfocus' )
.attr( 'opacity', '0.1' );
showTooltip( node, data, d );
};
const handleMouseOutBarChart = ( d, i, nodes, node ) => {
d3Select( nodes[ i ].parentNode )
.select( '.barfocus' )
.attr( 'opacity', '0' );
node.select( '.tooltip' ).style( 'display', 'none' );
};
const handleMouseOverLineChart = ( d, i, nodes, node, data ) => {
d3Select( nodes[ i ].parentNode )
.select( '.focus-grid' )
.attr( 'opacity', '1' );
showTooltip( node, data, data.find( e => e.date === d.date ) );
};
const handleMouseOutLineChart = ( d, i, nodes, node ) => {
d3Select( nodes[ i ].parentNode )
.select( '.focus-grid' )
.attr( 'opacity', '0' );
node.select( '.tooltip' ).style( 'display', 'none' );
};
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export const drawLines = ( node, data, params ) => {
const uniqueDates = getUniqueDates( data ),
line = getLine( data, params ),
xLineScale = getXLineScale( data, params ),
colorScale = getColorScale( data ),
yScale = getYScale( data, params );
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const dateSpaces = uniqueDates.map( ( d, i ) => {
const xNow = xLineScale( new Date( d ) );
const xPrev =
i >= 1
? xLineScale( new Date( uniqueDates[ i - 1 ] ) )
: xLineScale( new Date( uniqueDates[ 0 ] ) );
const xNext =
i < uniqueDates.length - 1
? xLineScale( new Date( uniqueDates[ i + 1 ] ) )
: xLineScale( new Date( uniqueDates[ uniqueDates.length - 1 ] ) );
let xWidth = i === 0 ? xNext - xNow : xNow - xPrev;
const xStart = i === 0 ? 0 : xNow - xWidth / 2;
xWidth = i === 0 || i === uniqueDates.length - 1 ? xWidth / 2 : xWidth;
return {
date: d,
start: uniqueDates.length > 1 ? xStart : 0,
width: uniqueDates.length > 1 ? xWidth : params.width,
};
} );
const g = node
.select( 'svg' )
.select( 'g' )
.select( 'g' )
.append( 'g' );
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const focus = g
.selectAll( '.focus-space' )
.data( dateSpaces )
.enter()
.append( 'g' )
.attr( 'class', 'focus-space' );
focus
.append( 'line' )
.attr( 'class', 'focus-grid' )
.style( 'stroke', 'lightgray' )
.style( 'stroke-width', 1 )
.attr( 'x1', d => xLineScale( new Date( d.date ) ) )
.attr( 'y1', 0 )
.attr( 'x2', d => xLineScale( new Date( d.date ) ) )
.attr( 'y2', params.height )
.attr( 'opacity', '0' );
focus
.append( 'rect' )
.attr( 'class', 'focus-g' )
.attr( 'x', d => d.start )
.attr( 'y', 0 )
.attr( 'width', d => d.width )
.attr( 'height', params.height )
.attr( 'opacity', 0 )
.on( 'mouseover', ( d, i, nodes ) => handleMouseOverLineChart( d, i, nodes, node, data ) )
.on( 'mouseout', ( d, i, nodes ) => handleMouseOutLineChart( d, i, nodes, node ) );
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const series = g
.selectAll( '.line-g' )
.data( getLineData( data ) )
.enter()
.append( 'g' )
.attr( 'class', 'line-g' );
series
.append( 'path' )
.attr( 'fill', 'none' )
.attr( 'stroke-width', 3 )
.attr( 'stroke-linejoin', 'round' )
.attr( 'stroke-linecap', 'round' )
.attr( 'stroke', ( d, i ) => d3InterpolateViridis( colorScale( i ) ) )
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.attr( 'd', d => line( d.values ) );
series
.selectAll( 'circle' )
.data( ( d, i ) => d.values.map( row => ( { ...row, i } ) ) )
.enter()
.append( 'circle' )
.attr( 'r', 3.5 )
.attr( 'fill', '#fff' )
.attr( 'stroke', d => d3InterpolateViridis( colorScale( d.i ) ) )
.attr( 'stroke-width', 3 )
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.attr( 'cx', d => xLineScale( new Date( d.date ) ) )
.attr( 'cy', d => yScale( d.value ) );
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};
export const drawBars = ( node, data, params ) => {
const colorScale = getColorScale( data ),
xScale = getXScale( data, params ),
yScale = getYScale( data, params ),
xGroupScale = getXGroupScale( data, params );
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const barGroup = node
.select( 'svg' )
.select( 'g' )
.select( 'g' )
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.append( 'g' )
.attr( 'class', 'bars' )
.selectAll( 'g' )
.data( data )
.enter()
.append( 'g' )
.attr( 'transform', d => `translate(${ xScale( d.date ) },0)` )
.attr( 'class', 'bargroup' );
barGroup
.append( 'rect' )
.attr( 'class', 'barfocus' )
.attr( 'x', 0 )
.attr( 'y', 0 )
.attr( 'width', xGroupScale.range()[ 1 ] )
.attr( 'height', params.height )
.attr( 'opacity', '0' );
barGroup
.selectAll( '.bar' )
.data( d => getOrderedKeys( data ).map( key => ( { key: key, value: d[ key ] } ) ) )
.enter()
.append( 'rect' )
.attr( 'class', 'bar' )
.attr( 'x', d => xGroupScale( d.key ) )
.attr( 'y', d => yScale( d.value ) )
.attr( 'width', xGroupScale.bandwidth() )
.attr( 'height', d => params.height - yScale( d.value ) )
.attr( 'fill', ( d, i ) => d3InterpolateViridis( colorScale( i ) ) );
barGroup
.append( 'rect' )
.attr( 'class', 'barmouse' )
.attr( 'x', 0 )
.attr( 'y', 0 )
.attr( 'width', xGroupScale.range()[ 1 ] )
.attr( 'height', params.height )
.attr( 'opacity', '0' )
.on( 'mouseover', ( d, i, nodes ) => handleMouseOverBarChart( d, i, nodes, node, data ) )
.on( 'mouseout', ( d, i, nodes ) => handleMouseOutBarChart( d, i, nodes, node ) );
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};