Points Aggregation
The Chart component can aggregate series points. To enable this feature, set the aggregation.enabled property of a series to true.
In this demo, the Chart is bound to the RangeSelector component. If you set the selection to a wide range, the control will use a higher aggregation degree, and vice versa.
Aggregation on zoom is one of many possible use cases for this feature. For information on how to configure aggregation for other scenarios, refer to the following description: aggregation.
www.kaggle.com
Feel free to share demo-related thoughts here.
If you have technical questions, please create a support ticket in the DevExpress Support Center.
If you have technical questions, please create a support ticket in the DevExpress Support Center.
Thank you!
We appreciate your feedback.
We appreciate your feedback.
<template>
<div id="chart-demo">
<DxChart
id="zoomedChart"
:data-source="dataSource"
title="Google Inc. Stock Prices"
>
<DxSeries
type="candlestick"
open-value-field="Open"
high-value-field="High"
low-value-field="Low"
close-value-field="Close"
argument-field="Date"
>
<DxAggregation :enabled="true"/>
</DxSeries>
<DxArgumentAxis
:visual-range="visualRange"
:value-margins-enabled="false"
argument-type="datetime"
>
<DxGrid :visible="true"/>
<DxLabel :visible="false"/>
</DxArgumentAxis>
<DxValueAxis value-type="numeric"/>
<DxMargin :right="10"/>
<DxLegend :visible="false"/>
<DxTooltip :enabled="true"/>
</DxChart>
<DxRangeSelector
:data-source="dataSource"
v-model:value="visualRange"
>
<DxSize :height="120"/>
<DxRsChart>
<DxRsValueAxis value-type="numeric"/>
<DxRsSeries
type="line"
value-field="Open"
argument-field="Date"
>
<DxRsAggregation :enabled="true"/>
</DxRsSeries>
</DxRsChart>
<DxScale
:placeholder-height="20"
minor-tick-interval="day"
tick-interval="month"
value-type="datetime"
aggregation-interval="week"
/>
<DxBehavior
:snap-to-ticks="false"
call-value-changed="onMoving"
/>
</DxRangeSelector>
</div>
</template>
<script>
import DxChart, {
DxSeries,
DxAggregation,
DxArgumentAxis,
DxGrid,
DxLabel,
DxValueAxis,
DxMargin,
DxLegend,
DxTooltip,
} from 'devextreme-vue/chart';
import DxRangeSelector, {
DxSize,
DxScale,
DxChart as DxRsChart,
DxValueAxis as DxRsValueAxis,
DxSeries as DxRsSeries,
DxAggregation as DxRsAggregation,
DxBehavior,
} from 'devextreme-vue/range-selector';
import { dataSource } from './data.js';
export default {
components: {
DxChart,
DxSeries,
DxAggregation,
DxArgumentAxis,
DxGrid,
DxLabel,
DxValueAxis,
DxMargin,
DxLegend,
DxTooltip,
DxRangeSelector,
DxSize,
DxScale,
DxRsChart,
DxRsValueAxis,
DxRsSeries,
DxRsAggregation,
DxBehavior,
},
data() {
return {
dataSource,
visualRange: [],
};
},
};
</script>
<style>
#chart-demo {
height: 450px;
}
#zoomedChart {
height: 315px;
margin: 0 0 15px;
}
#chart-demo > div:not(#zoomedChart) {
height: 120px;
}
</style>
import { createApp } from 'vue';
import App from './App.vue';
createApp(App).mount('#app');
<!DOCTYPE html>
<html>
<head>
<title>DevExtreme Demo</title>
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0" />
<link rel="stylesheet" type="text/css" href="https://cdn3.devexpress.com/jslib/22.1.4/css/dx.common.css" />
<link rel="stylesheet" type="text/css" href="https://cdn3.devexpress.com/jslib/22.1.4/css/dx.light.css" />
<script src="https://unpkg.com/core-js@2.4.1/client/shim.min.js"></script>
<script src="https://unpkg.com/systemjs@0.21.3/dist/system.js"></script>
<script type="text/javascript" src="config.js"></script>
<script type="text/javascript">
System.import("./index.js");
</script>
</head>
<body class="dx-viewport">
<div class="demo-container">
<div id="app"> </div>
</div>
</body>
</html>
export const dataSource = [{
Date: '04/23/2013',
Open: 808.11,
High: 818.00,
Low: 808.00,
Close: 813.45,
Volume: 1829151,
Name: 'Google',
}, {
Date: '04/22/2013',
Open: 801.00,
High: 815.50,
Low: 800.36,
Close: 807.90,
Volume: 2299900,
Name: 'Google',
}, {
Date: '04/21/2013',
Open: 800.60,
High: 803.96,
Low: 775.00,
Close: 800.11,
Volume: 2883407,
Name: 'Google',
}, {
Date: '04/18/2013',
Open: 769.16,
High: 803.44,
Low: 766.26,
Close: 799.87,
Volume: 5804316,
Name: 'Google',
}, {
Date: '04/17/2013',
Open: 785.35,
High: 785.80,
Low: 761.26,
Close: 765.91,
Volume: 3328777,
Name: 'Google',
}, {
Date: '04/16/2013',
Open: 786.75,
High: 790.84,
Low: 778.10,
Close: 782.56,
Volume: 2037355,
Name: 'Google',
}, {
Date: '04/15/2013',
Open: 786.59,
High: 796.00,
Low: 783.92,
Close: 793.37,
Volume: 1742374,
Name: 'Google',
}, {
Date: '04/14/2013',
Open: 785.95,
High: 797.00,
Low: 777.02,
Close: 781.93,
Volume: 2454767,
Name: 'Google',
}, {
Date: '04/11/2013',
Open: 791.99,
High: 792.10,
Low: 782.93,
Close: 790.05,
Volume: 1636829,
Name: 'Google',
}, {
Date: '04/10/2013',
Open: 792.88,
High: 793.10,
Low: 784.06,
Close: 790.39,
Volume: 2028766,
Name: 'Google',
}, {
Date: '04/09/2013',
Open: 782.92,
High: 792.35,
Low: 776.00,
Close: 790.18,
Volume: 1978862,
Name: 'Google',
}, {
Date: '04/08/2013',
Open: 775.50,
High: 783.75,
Low: 773.11,
Close: 777.65,
Volume: 2157928,
Name: 'Google',
}, {
Date: '04/07/2013',
Open: 778.75,
High: 779.55,
Low: 768.40,
Close: 774.85,
Volume: 2832718,
Name: 'Google',
}, {
Date: '04/04/2013',
Open: 786.06,
High: 786.99,
Low: 776.40,
Close: 783.05,
Volume: 3433994,
Name: 'Google',
}, {
Date: '04/03/2013',
Open: 804.25,
High: 805.75,
Low: 791.30,
Close: 795.07,
Volume: 2448102,
Name: 'Google',
}, {
Date: '04/02/2013',
Open: 813.46,
High: 814.20,
Low: 800.67,
Close: 806.20,
Volume: 1738753,
Name: 'Google',
}, {
Date: '04/01/2013',
Open: 804.54,
High: 814.83,
Low: 804.00,
Close: 813.04,
Volume: 2041713,
Name: 'Google',
}, {
Date: '03/31/2013',
Open: 795.01,
High: 802.25,
Low: 793.25,
Close: 801.19,
Volume: 1807580,
Name: 'Google',
}, {
Date: '03/27/2013',
Open: 803.99,
High: 805.37,
Low: 793.30,
Close: 794.19,
Volume: 2287712,
Name: 'Google',
}, {
Date: '03/26/2013',
Open: 806.68,
High: 807.00,
Low: 801.33,
Close: 802.66,
Volume: 2163295,
Name: 'Google',
}, {
Date: '03/25/2013',
Open: 813.50,
High: 814.00,
Low: 807.79,
Close: 812.42,
Volume: 1191912,
Name: 'Google',
}, {
Date: '03/24/2013',
Open: 812.41,
High: 819.23,
Low: 806.82,
Close: 809.64,
Volume: 1712684,
Name: 'Google',
}, {
Date: '03/21/2013',
Open: 814.74,
High: 815.24,
Low: 809.64,
Close: 810.31,
Volume: 1491678,
Name: 'Google',
}, {
Date: '03/20/2013',
Open: 811.29,
High: 816.92,
Low: 809.85,
Close: 811.26,
Volume: 1477590,
Name: 'Google',
}, {
Date: '03/19/2013',
Open: 816.83,
High: 817.51,
Low: 811.44,
Close: 814.71,
Volume: 1464122,
Name: 'Google',
}, {
Date: '03/18/2013',
Open: 811.24,
High: 819.25,
Low: 806.45,
Close: 811.32,
Volume: 2098176,
Name: 'Google',
}, {
Date: '03/17/2013',
Open: 805.00,
High: 812.76,
Low: 801.47,
Close: 807.79,
Volume: 1838552,
Name: 'Google',
}, {
Date: '03/14/2013',
Open: 818.50,
High: 820.30,
Low: 813.34,
Close: 814.30,
Volume: 3099791,
Name: 'Google',
}, {
Date: '03/13/2013',
Open: 826.99,
High: 826.99,
Low: 817.39,
Close: 821.54,
Volume: 1651111,
Name: 'Google',
}, {
Date: '03/12/2013',
Open: 827.90,
High: 830.69,
Low: 822.31,
Close: 825.31,
Volume: 1641413,
Name: 'Google',
}, {
Date: '03/11/2013',
Open: 830.71,
High: 831.89,
Low: 823.67,
Close: 827.61,
Volume: 2008979,
Name: 'Google',
}, {
Date: '03/10/2013',
Open: 831.69,
High: 839.70,
Low: 831.50,
Close: 834.82,
Volume: 1595678,
Name: 'Google',
}, {
Date: '03/07/2013',
Open: 834.50,
High: 834.92,
Low: 825.05,
Close: 831.52,
Volume: 2912283,
Name: 'Google',
}, {
Date: '03/06/2013',
Open: 834.06,
High: 836.62,
Low: 829.58,
Close: 832.60,
Volume: 2054238,
Name: 'Google',
}, {
Date: '03/05/2013',
Open: 841.02,
High: 844.00,
Low: 828.81,
Close: 831.38,
Volume: 2873998,
Name: 'Google',
}, {
Date: '03/04/2013',
Open: 828.93,
High: 840.15,
Low: 828.90,
Close: 838.60,
Volume: 4045034,
Name: 'Google',
}, {
Date: '03/03/2013',
Open: 805.30,
High: 822.84,
Low: 805.00,
Close: 821.50,
Volume: 2776185,
Name: 'Google',
}, {
Date: '02/28/2013',
Open: 797.80,
High: 807.14,
Low: 796.15,
Close: 806.19,
Volume: 2175425,
Name: 'Google',
}, {
Date: '02/27/2013',
Open: 801.10,
High: 806.99,
Low: 801.03,
Close: 801.20,
Volume: 2265874,
Name: 'Google',
}, {
Date: '02/26/2013',
Open: 794.80,
High: 804.75,
Low: 791.11,
Close: 799.78,
Volume: 2028515,
Name: 'Google',
}, {
Date: '02/25/2013',
Open: 795.00,
High: 795.95,
Low: 784.40,
Close: 790.13,
Volume: 2205059,
Name: 'Google',
}, {
Date: '02/24/2013',
Open: 802.30,
High: 808.41,
Low: 790.49,
Close: 790.77,
Volume: 2307008,
Name: 'Google',
}, {
Date: '02/21/2013',
Open: 799.26,
High: 801.25,
Low: 793.80,
Close: 799.71,
Volume: 2054050,
Name: 'Google',
}, {
Date: '02/20/2013',
Open: 798.00,
High: 805.45,
Low: 791.22,
Close: 795.53,
Volume: 3511036,
Name: 'Google',
}, {
Date: '02/19/2013',
Open: 805.30,
High: 808.97,
Low: 791.79,
Close: 792.46,
Volume: 2765029,
Name: 'Google',
}, {
Date: '02/18/2013',
Open: 795.99,
High: 807.00,
Low: 795.28,
Close: 806.85,
Volume: 2932924,
Name: 'Google',
}, {
Date: '02/14/2013',
Open: 787.40,
High: 793.26,
Low: 787.07,
Close: 792.89,
Volume: 2729917,
Name: 'Google',
}, {
Date: '02/13/2013',
Open: 779.73,
High: 788.74,
Low: 777.77,
Close: 787.82,
Volume: 1735219,
Name: 'Google',
}, {
Date: '02/12/2013',
Open: 780.13,
High: 785.35,
Low: 779.97,
Close: 782.86,
Volume: 1198170,
Name: 'Google',
}, {
Date: '02/11/2013',
Open: 781.75,
High: 787.90,
Low: 779.37,
Close: 780.70,
Volume: 1858945,
Name: 'Google',
}, {
Date: '02/10/2013',
Open: 778.40,
High: 783.00,
Low: 773.75,
Close: 782.42,
Volume: 2167656,
Name: 'Google',
}, {
Date: '02/07/2013',
Open: 780.13,
High: 786.67,
Low: 779.56,
Close: 785.37,
Volume: 3024853,
Name: 'Google',
}, {
Date: '02/06/2013',
Open: 769.70,
High: 778.81,
Low: 765.50,
Close: 773.95,
Volume: 2840506,
Name: 'Google',
}, {
Date: '02/05/2013',
Open: 759.07,
High: 772.96,
Low: 758.50,
Close: 770.17,
Volume: 2079687,
Name: 'Google',
}, {
Date: '02/04/2013',
Open: 761.13,
High: 771.11,
Low: 759.46,
Close: 765.74,
Volume: 1870716,
Name: 'Google',
}, {
Date: '02/03/2013',
Open: 767.69,
High: 770.47,
Low: 758.27,
Close: 759.02,
Volume: 3041242,
Name: 'Google',
}, {
Date: '01/31/2013',
Open: 758.20,
High: 776.60,
Low: 758.10,
Close: 775.60,
Volume: 3746165,
Name: 'Google',
}, {
Date: '01/30/2013',
Open: 750.51,
High: 757.62,
Low: 750.25,
Close: 755.69,
Volume: 1634556,
Name: 'Google',
}, {
Date: '01/29/2013',
Open: 753.74,
High: 760.95,
Low: 752.91,
Close: 753.83,
Volume: 1732972,
Name: 'Google',
}, {
Date: '01/28/2013',
Open: 746.75,
High: 756.95,
Low: 746.54,
Close: 753.68,
Volume: 1747734,
Name: 'Google',
}, {
Date: '01/27/2013',
Open: 751.76,
High: 755.60,
Low: 747.89,
Close: 750.73,
Volume: 1627833,
Name: 'Google',
}, {
Date: '01/24/2013',
Open: 750.77,
High: 758.48,
Low: 750.25,
Close: 753.67,
Volume: 2225811,
Name: 'Google',
}, {
Date: '01/23/2013',
Open: 741.24,
High: 756.83,
Low: 740.51,
Close: 753.83,
Volume: 3383596,
Name: 'Google',
}, {
Date: '01/22/2013',
Open: 735.99,
High: 749.00,
Low: 735.79,
Close: 741.50,
Volume: 5911865,
Name: 'Google',
}, {
Date: '01/21/2013',
Open: 704.66,
High: 705.34,
Low: 695.52,
Close: 702.87,
Volume: 3792336,
Name: 'Google',
}, {
Date: '01/17/2013',
Open: 710.36,
High: 712.77,
Low: 701.33,
Close: 704.51,
Volume: 3226898,
Name: 'Google',
}, {
Date: '01/16/2013',
Open: 717.71,
High: 719.64,
Low: 711.02,
Close: 711.32,
Volume: 2212357,
Name: 'Google',
}, {
Date: '01/15/2013',
Open: 722.40,
High: 724.34,
Low: 713.67,
Close: 715.19,
Volume: 2024991,
Name: 'Google',
}, {
Date: '01/14/2013',
Open: 719.33,
High: 735.00,
Low: 712.10,
Close: 724.93,
Volume: 3927990,
Name: 'Google',
}, {
Date: '01/13/2013',
Open: 737.00,
High: 742.20,
Low: 722.35,
Close: 723.25,
Volume: 2864106,
Name: 'Google',
}, {
Date: '01/10/2013',
Open: 742.00,
High: 742.43,
Low: 736.30,
Close: 739.99,
Volume: 1285125,
Name: 'Google',
}, {
Date: '01/09/2013',
Open: 742.83,
High: 745.00,
Low: 733.50,
Close: 741.48,
Volume: 1835780,
Name: 'Google',
}, {
Date: '01/08/2013',
Open: 732.27,
High: 738.35,
Low: 728.60,
Close: 738.12,
Volume: 2025751,
Name: 'Google',
}, {
Date: '01/07/2013',
Open: 735.54,
High: 736.30,
Low: 724.43,
Close: 733.30,
Volume: 1676740,
Name: 'Google',
}, {
Date: '01/06/2013',
Open: 735.45,
High: 739.38,
Low: 730.58,
Close: 734.75,
Volume: 1655967,
Name: 'Google',
}, {
Date: '01/03/2013',
Open: 729.34,
High: 741.47,
Low: 727.68,
Close: 737.97,
Volume: 2763552,
Name: 'Google',
}, {
Date: '01/02/2013',
Open: 724.93,
High: 731.93,
Low: 720.72,
Close: 723.67,
Volume: 2318140,
Name: 'Google',
}, {
Date: '01/01/2013',
Open: 719.42,
High: 727.00,
Low: 716.55,
Close: 723.25,
Volume: 2542268,
Name: 'Google',
}, {
Date: '12/30/2012',
Open: 700.00,
High: 710.57,
Low: 696.00,
Close: 707.38,
Volume: 1997733,
Name: 'Google',
}, {
Date: '12/27/2012',
Open: 701.69,
High: 706.91,
Low: 700.01,
Close: 700.01,
Volume: 1403926,
Name: 'Google',
}, {
Date: '12/26/2012',
Open: 707.14,
High: 708.84,
Low: 698.61,
Close: 706.29,
Volume: 1647392,
Name: 'Google',
}, {
Date: '12/25/2012',
Open: 708.07,
High: 712.88,
Low: 702.41,
Close: 708.87,
Volume: 1182572,
Name: 'Google',
}, {
Date: '12/23/2012',
Open: 714.51,
High: 715.18,
Low: 707.47,
Close: 709.50,
Volume: 841931,
Name: 'Google',
}, {
Date: '12/20/2012',
Open: 713.97,
High: 718.82,
Low: 710.52,
Close: 715.63,
Volume: 3527849,
Name: 'Google',
}, {
Date: '12/19/2012',
Open: 723.26,
High: 724.65,
Low: 716.97,
Close: 722.36,
Volume: 1657153,
Name: 'Google',
}, {
Date: '12/18/2012',
Open: 720.71,
High: 723.00,
Low: 716.68,
Close: 720.11,
Volume: 1919799,
Name: 'Google',
}, {
Date: '12/17/2012',
Open: 716.60,
High: 729.10,
Low: 715.05,
Close: 721.07,
Volume: 3005138,
Name: 'Google',
}, {
Date: '12/16/2012',
Open: 705.50,
High: 738.28,
Low: 704.02,
Close: 720.78,
Volume: 3036763,
Name: 'Google',
}, {
Date: '12/13/2012',
Open: 699.17,
High: 707.82,
Low: 698.43,
Close: 701.96,
Volume: 2130595,
Name: 'Google',
}, {
Date: '12/12/2012',
Open: 715.92,
High: 716.48,
Low: 699.55,
Close: 702.70,
Volume: 3446306,
Name: 'Google',
}, {
Date: '12/11/2012',
Open: 699.23,
High: 703.51,
Low: 693.48,
Close: 697.56,
Volume: 2426299,
Name: 'Google',
}, {
Date: '12/10/2012',
Open: 690.00,
High: 701.92,
Low: 687.72,
Close: 696.88,
Volume: 2687956,
Name: 'Google',
}, {
Date: '12/09/2012',
Open: 685.39,
High: 691.65,
Low: 683.79,
Close: 685.42,
Volume: 1366866,
Name: 'Google',
}, {
Date: '12/06/2012',
Open: 695.00,
High: 696.88,
Low: 682.42,
Close: 684.21,
Volume: 1919476,
Name: 'Google',
}, {
Date: '12/05/2012',
Open: 687.59,
High: 695.61,
Low: 684.51,
Close: 691.13,
Volume: 1462216,
Name: 'Google',
}, {
Date: '12/04/2012',
Open: 692.15,
High: 694.50,
Low: 682.33,
Close: 687.82,
Volume: 1862735,
Name: 'Google',
}, {
Date: '12/03/2012',
Open: 695.00,
High: 695.51,
Low: 685.70,
Close: 691.03,
Volume: 1991605,
Name: 'Google',
}, {
Date: '12/02/2012',
Open: 702.24,
High: 705.89,
Low: 694.11,
Close: 695.25,
Volume: 2193948,
Name: 'Google',
}, {
Date: '11/29/2012',
Open: 691.31,
High: 699.22,
Low: 685.69,
Close: 698.37,
Volume: 3164441,
Name: 'Google',
}, {
Date: '11/28/2012',
Open: 687.78,
High: 693.90,
Low: 682.00,
Close: 691.89,
Volume: 2780544,
Name: 'Google',
}, {
Date: '11/27/2012',
Open: 668.01,
High: 684.91,
Low: 663.89,
Close: 683.67,
Volume: 3041940,
Name: 'Google',
}, {
Date: '11/26/2012',
Open: 660.17,
High: 675.00,
Low: 658.00,
Close: 670.71,
Volume: 2509598,
Name: 'Google',
}, {
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