Defer update in React Pivot Table component
15 Sep 202524 minutes to read
Defer layout update support allows updating the pivot table component only on demand, significantly improving performance for complex data operations. When this feature is enabled, users can drag-and-drop fields between row, column, value, and filter axes, apply sorting and filtering inside the Field List, resulting in changes to the pivot report configuration without immediately updating the pivot table values. Once all operations are performed and the “Apply” button is clicked in the Field List, the pivot table will update with the final modified report. This approach reduces multiple unnecessary renders and brings better performance, especially when working with large datasets or performing multiple field operations.
The field list can be displayed in two different formats to interact with the pivot table:
- In-built Field List (Popup): Displays the field list icon in the pivot table UI to invoke the built-in dialog.
- Stand-alone Field List (Fixed): Displays the field list in a static position within a web page.
In-built Field List (Popup)
To enable deferred updates in the pivot table, set the allowDeferLayoutUpdate property to true in PivotView. Note that the defer update option can be controlled only via Field List during runtime.
import { FieldList, Inject, PivotViewComponent } from '@syncfusion/ej2-react-pivotview';
import * as React from 'react';
import { pivotData } from './datasource';
function App() {
let dataSourceSettings = {
columns: [{ name: 'Year', caption: 'Production Year' }, { name: 'Quarter' }],
dataSource: pivotData,
expandAll: false,
allowLabelFilter: true,
allowValueFilter: true,
filters: [],
drilledMembers: [{ name: 'Country', items: ['France'] }],
formatSettings: [{ name: 'Amount', format: 'C0' }],
rows: [{ name: 'Country' }, { name: 'Products' }],
values: [{ name: 'Sold', caption: 'Units Sold' }, { name: 'Amount', caption: 'Sold Amount' }]
};
let pivotObj;
return (<PivotViewComponent ref={d => pivotObj = d} id='PivotView' height={350} dataSourceSettings={dataSourceSettings} showFieldList={true} allowDeferLayoutUpdate={true}><Inject services={[FieldList]}/></PivotViewComponent>);
};
export default App;import { FieldList, IDataSet, Inject, PivotViewComponent } from '@syncfusion/ej2-react-pivotview';
import { DataSourceSettingsModel } from '@syncfusion/ej2-pivotview/src/model/datasourcesettings-model';
import * as React from 'react';
import { pivotData } from './datasource';
function App() {
let dataSourceSettings: DataSourceSettingsModel = {
columns: [{ name: 'Year', caption: 'Production Year' }, { name: 'Quarter' }],
dataSource: pivotData as IDataSet[],
expandAll: false,
allowLabelFilter: true,
allowValueFilter: true,
filters: [],
drilledMembers: [{ name: 'Country', items: ['France'] }],
formatSettings: [{ name: 'Amount', format: 'C0' }],
rows: [{ name: 'Country' }, { name: 'Products' }],
values: [{ name: 'Sold', caption: 'Units Sold' }, { name: 'Amount', caption: 'Sold Amount' }]
}
let pivotObj: PivotViewComponent;
return (<PivotViewComponent ref={ (d: PivotViewComponent) => pivotObj = d } id='PivotView' height={350} dataSourceSettings={dataSourceSettings} showFieldList={true} allowDeferLayoutUpdate={true}><Inject services={[FieldList]} /></PivotViewComponent>);
};
export default App;export let pivotData = [
{ 'In_Stock': 34, 'Sold': 51, 'Amount': 383, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 4, 'Sold': 423, 'Amount': 3595.5, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Cleaners', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 11, 'Sold': 19, 'Amount': 85.5, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 10, 'Sold': 64, 'Amount': 320, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2018', 'Quarter': 'Q4' },
{ 'In_Stock': 2, 'Sold': 141, 'Amount': 1692, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 30, 'Sold': 332, 'Amount': 3735, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 9, 'Sold': 353, 'Amount': 3000.5, 'Country': 'Germany', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 32, 'Sold': 269, 'Amount': 1345, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 73, 'Amount': 1387, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Tires and Tubes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 19, 'Sold': 279, 'Amount': 205363, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Road Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 41, 'Sold': 82, 'Amount': 922.5, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 15, 'Sold': 188, 'Amount': 1457, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Teleshopping', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 78, 'Amount': 1677, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q3' },
{ 'In_Stock': 46, 'Sold': 393, 'Amount': 6681, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 35, 'Sold': 61, 'Amount': 991.25, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 34, 'Sold': 271, 'Amount': 4336, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 48, 'Sold': 361, 'Amount': 10469, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 20, 'Sold': 464, 'Amount': 13108, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 45, 'Sold': 257, 'Amount': 28784, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q4' },
{ 'In_Stock': 5, 'Sold': 333, 'Amount': 2081.25, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Gloves', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 252, 'Amount': 401940, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 38, 'Sold': 287, 'Amount': 457765, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'App Store', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 29, 'Sold': 92, 'Amount': 146786, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2018', 'Quarter': 'Q3' },
{ 'In_Stock': 14, 'Sold': 535, 'Amount': 10165, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 405, 'Amount': 3037.5, 'Country': 'United States', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
];export let pivotData: object[] = [
{ 'In_Stock': 34, 'Sold': 51, 'Amount': 383, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 4, 'Sold': 423, 'Amount': 3595.5, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Cleaners', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 11, 'Sold': 19, 'Amount': 85.5, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 10, 'Sold': 64, 'Amount': 320, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2018', 'Quarter': 'Q4' },
{ 'In_Stock': 2, 'Sold': 141, 'Amount': 1692, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 30, 'Sold': 332, 'Amount': 3735, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 9, 'Sold': 353, 'Amount': 3000.5, 'Country': 'Germany', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 32, 'Sold': 269, 'Amount': 1345, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 73, 'Amount': 1387, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Tires and Tubes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 19, 'Sold': 279, 'Amount': 205363, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Road Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 41, 'Sold': 82, 'Amount': 922.5, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 15, 'Sold': 188, 'Amount': 1457, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Teleshopping', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 78, 'Amount': 1677, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q3' },
{ 'In_Stock': 46, 'Sold': 393, 'Amount': 6681, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 35, 'Sold': 61, 'Amount': 991.25, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 34, 'Sold': 271, 'Amount': 4336, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 48, 'Sold': 361, 'Amount': 10469, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 20, 'Sold': 464, 'Amount': 13108, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 45, 'Sold': 257, 'Amount': 28784, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q4' },
{ 'In_Stock': 5, 'Sold': 333, 'Amount': 2081.25, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Gloves', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 252, 'Amount': 401940, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 38, 'Sold': 287, 'Amount': 457765, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'App Store', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 29, 'Sold': 92, 'Amount': 146786, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2018', 'Quarter': 'Q3' },
{ 'In_Stock': 14, 'Sold': 535, 'Amount': 10165, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 405, 'Amount': 3037.5, 'Country': 'United States', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
];Stand-alone Field List (Fixed)
The field list can be rendered in a static position anywhere in the web page layout, functioning as a separate component. To achieve this, set the renderMode property to Fixed in PivotFieldList.
To enable deferred updates in the static fieldlist, set the allowDeferLayoutUpdate property to true in PivotFieldList. Note that the defer update option can be controlled only via Field List during runtime.
To make the field list interact with the pivot table, use the updateView and update methods to synchronize data source updates between both the field list and pivot table components simultaneously.
import { CalculatedField, PivotFieldListComponent, Inject, PivotViewComponent } from '@syncfusion/ej2-react-pivotview';
import * as React from 'react';
import { pivotData } from './datasource';
const SAMPLE_CSS = `
.e-pivotview {
width: 58%;
height: 100%;
float: left;
}
.e-pivotfieldlist {
width: 42%;
height: 100%;
float: right;
}
.e-pivotfieldlist .e-static {
width: 100% !important;
}`;
function App() {
React.useEffect(() => {
renderComplete();
}, []);
let dataSourceSettings = {
columns: [{ name: 'Year', caption: 'Production Year' }, { name: 'Quarter' }],
dataSource: pivotData,
expandAll: false,
filters: [],
formatSettings: [{ name: 'Amount', format: 'C0' }],
rows: [{ name: 'Country' }, { name: 'Products' }],
values: [{ name: 'Sold', caption: 'Units Sold' }, { name: 'Amount', caption: 'Sold Amount' }]
};
let pivotObj;
let fieldlistObj;
return (<div className="control-section">
<style>{SAMPLE_CSS}</style>
<PivotViewComponent id='PivotViewFieldList' ref={d => pivotObj = d} enginePopulated={afterPivotPopulate.bind(this)} allowDeferLayoutUpdate={true} width={'99%'} height={'530'} gridSettings=></PivotViewComponent>
<PivotFieldListComponent id='PivotFieldList' ref={d => fieldlistObj = d} enginePopulated={afterPopulate.bind(this)} dataSourceSettings={dataSourceSettings} renderMode={"Fixed"} allowDeferLayoutUpdate={true} allowCalculatedField={true}><Inject services={[CalculatedField]}/></PivotFieldListComponent></div>);
function afterPopulate() {
if (fieldlistObj && pivotObj) {
if (fieldlistObj.isRequiredUpdate) {
fieldlistObj.updateView(pivotObj);
}
pivotObj.notify('ui-update', pivotObj);
fieldlistObj.notify('tree-view-update', fieldlistObj);
}
}
function afterPivotPopulate() {
if (fieldlistObj && pivotObj) {
fieldlistObj.update(pivotObj);
}
}
function renderComplete() {
fieldlistObj.updateView(pivotObj);
}
};
export default App;import { CalculatedField, PivotFieldListComponent, IDataSet, Inject, PivotViewComponent } from '@syncfusion/ej2-react-pivotview';
import { DataSourceSettingsModel } from '@syncfusion/ej2-pivotview/src/model/datasourcesettings-model';
import * as React from 'react';
import { pivotData } from './datasource';
const SAMPLE_CSS = `
.e-pivotview {
width: 58%;
height: 100%;
float: left;
}
.e-pivotfieldlist {
width: 42%;
height: 100%;
float: right;
}
.e-pivotfieldlist .e-static {
width: 100% !important;
}`;
function App() {
React.useEffect(() => {
renderComplete();
}, []);
let dataSourceSettings: DataSourceSettingsModel = {
columns: [{ name: 'Year', caption: 'Production Year' }, { name: 'Quarter' }],
dataSource: pivotData as IDataSet[],
expandAll: false,
filters: [],
formatSettings: [{ name: 'Amount', format: 'C0' }],
rows: [{ name: 'Country' }, { name: 'Products' }],
values: [{ name: 'Sold', caption: 'Units Sold' }, { name: 'Amount', caption: 'Sold Amount' }]
}
let pivotObj: PivotViewComponent;
let fieldlistObj: PivotFieldListComponent;
return (<div className="control-section">
<style>{SAMPLE_CSS}</style>
<PivotViewComponent id='PivotViewFieldList' ref={ (d: PivotViewComponent) => pivotObj = d } enginePopulated={afterPivotPopulate.bind(this)} allowDeferLayoutUpdate={true} width={'99%'} height={'530'} gridSettings=></PivotViewComponent>
<PivotFieldListComponent id='PivotFieldList' ref={ (d: PivotFieldListComponent) => fieldlistObj = d } enginePopulated={afterPopulate.bind(this)} dataSourceSettings={dataSourceSettings} renderMode={"Fixed"} allowDeferLayoutUpdate={true} allowCalculatedField={true}><Inject services={[CalculatedField]} /></PivotFieldListComponent></div>);
function afterPopulate(): void {
if (fieldlistObj && pivotObj) {
if (fieldlistObj.isRequiredUpdate) {
fieldlistObj.updateView(pivotObj);
}
pivotObj.notify('ui-update', pivotObj);
fieldlistObj.notify('tree-view-update', fieldlistObj);
}
}
function afterPivotPopulate(): void {
if (fieldlistObj && pivotObj) {
fieldlistObj.update(pivotObj);
}
}
function renderComplete(): void {
fieldlistObj.updateView(pivotObj);
}
};
export default App;export let pivotData = [
{ 'In_Stock': 34, 'Sold': 51, 'Amount': 383, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 4, 'Sold': 423, 'Amount': 3595.5, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Cleaners', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 11, 'Sold': 19, 'Amount': 85.5, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 10, 'Sold': 64, 'Amount': 320, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2018', 'Quarter': 'Q4' },
{ 'In_Stock': 2, 'Sold': 141, 'Amount': 1692, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 30, 'Sold': 332, 'Amount': 3735, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 9, 'Sold': 353, 'Amount': 3000.5, 'Country': 'Germany', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 32, 'Sold': 269, 'Amount': 1345, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 73, 'Amount': 1387, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Tires and Tubes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 19, 'Sold': 279, 'Amount': 205363, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Road Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 41, 'Sold': 82, 'Amount': 922.5, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 15, 'Sold': 188, 'Amount': 1457, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Teleshopping', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 78, 'Amount': 1677, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q3' },
{ 'In_Stock': 46, 'Sold': 393, 'Amount': 6681, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 35, 'Sold': 61, 'Amount': 991.25, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 34, 'Sold': 271, 'Amount': 4336, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 48, 'Sold': 361, 'Amount': 10469, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 20, 'Sold': 464, 'Amount': 13108, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 45, 'Sold': 257, 'Amount': 28784, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q4' },
{ 'In_Stock': 5, 'Sold': 333, 'Amount': 2081.25, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Gloves', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 252, 'Amount': 401940, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 38, 'Sold': 287, 'Amount': 457765, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'App Store', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 29, 'Sold': 92, 'Amount': 146786, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2018', 'Quarter': 'Q3' },
{ 'In_Stock': 14, 'Sold': 535, 'Amount': 10165, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 405, 'Amount': 3037.5, 'Country': 'United States', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
];export let pivotData: object[] = [
{ 'In_Stock': 34, 'Sold': 51, 'Amount': 383, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 4, 'Sold': 423, 'Amount': 3595.5, 'Country': 'France', 'Product_Categories': 'Accessories', 'Products': 'Cleaners', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 11, 'Sold': 19, 'Amount': 85.5, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 10, 'Sold': 64, 'Amount': 320, 'Country': 'France', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2018', 'Quarter': 'Q4' },
{ 'In_Stock': 2, 'Sold': 141, 'Amount': 1692, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 30, 'Sold': 332, 'Amount': 3735, 'Country': 'France', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 9, 'Sold': 353, 'Amount': 3000.5, 'Country': 'Germany', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 32, 'Sold': 269, 'Amount': 1345, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 73, 'Amount': 1387, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Tires and Tubes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 19, 'Sold': 279, 'Amount': 205363, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Road Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 41, 'Sold': 82, 'Amount': 922.5, 'Country': 'Germany', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 15, 'Sold': 188, 'Amount': 1457, 'Country': 'Germany', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Teleshopping', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 31, 'Sold': 78, 'Amount': 1677, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2015', 'Quarter': 'Q3' },
{ 'In_Stock': 46, 'Sold': 393, 'Amount': 6681, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'Sales Person', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 35, 'Sold': 61, 'Amount': 991.25, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 34, 'Sold': 271, 'Amount': 4336, 'Country': 'United Kingdom', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 48, 'Sold': 361, 'Amount': 10469, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Shorts', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q1' },
{ 'In_Stock': 20, 'Sold': 464, 'Amount': 13108, 'Country': 'United Kingdom', 'Product_Categories': 'Clothing', 'Products': 'Jerseys', 'Order_Source': 'Teleshopping', 'Year': 'FY 2017', 'Quarter': 'Q1' },
{ 'In_Stock': 45, 'Sold': 257, 'Amount': 28784, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Vests', 'Order_Source': 'Sales Person', 'Year': 'FY 2015', 'Quarter': 'Q4' },
{ 'In_Stock': 5, 'Sold': 333, 'Amount': 2081.25, 'Country': 'United States', 'Product_Categories': 'Clothing', 'Products': 'Gloves', 'Order_Source': 'Teleshopping', 'Year': 'FY 2016', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 252, 'Amount': 401940, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Helmets', 'Order_Source': 'App Store', 'Year': 'FY 2018', 'Quarter': 'Q1' },
{ 'In_Stock': 38, 'Sold': 287, 'Amount': 457765, 'Country': 'United Kingdom', 'Product_Categories': 'Accessories', 'Products': 'Fenders', 'Order_Source': 'App Store', 'Year': 'FY 2016', 'Quarter': 'Q3' },
{ 'In_Stock': 29, 'Sold': 92, 'Amount': 146786, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Touring Bikes', 'Order_Source': 'Retail Outlets', 'Year': 'FY 2018', 'Quarter': 'Q3' },
{ 'In_Stock': 14, 'Sold': 535, 'Amount': 10165, 'Country': 'United States', 'Product_Categories': 'Bikes', 'Products': 'Mountain Bikes', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
{ 'In_Stock': 47, 'Sold': 405, 'Amount': 3037.5, 'Country': 'United States', 'Product_Categories': 'Accessories', 'Products': 'Bottles and Cages', 'Order_Source': 'App Store', 'Year': 'FY 2017', 'Quarter': 'Q4' },
];