Defer update in React Pivotview component

27 Jun 202424 minutes to read

Defer layout update support allows to update the pivot table component only on demand. On enabling this feature, end user can drag-and-drop fields between row, column, value and filter axes, apply sorting and filtering inside the Field List, resulting in change of pivot report alone but not the pivot table values. Once all operations are performed and on clicking the “Apply” button in the Field List, pivot table will start to update with the last modified report. This also helps in bringing better performance in pivot table component rendering.

The field list can be displayed in two different formats to interact with pivot table. They are:

  • In-built Field List (Popup): To display the field list icon in pivot table UI to invoke the built-in dialog.
  • Stand-alone Field List (Fixed): To display 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 property allowDeferLayoutUpdate as true in PivotView. To make a note, 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, IDataOptions, IDataSet, Inject, PivotViewComponent } from '@syncfusion/ej2-react-pivotview';
import * as React from 'react';
import { pivotData } from './datasource';

function App() {

  let dataSourceSettings: IDataOptions = {
    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 web page layout, like a separate component. To do so, you need to set renderMode property to Fixed in PivotFieldList.

To enable deferred updates in the static fieldlist, set the property allowDeferLayoutUpdate in PivotFieldlist as true. To make a note, the defer update option can be controlled only via Field List during runtime.

To make field list interact with pivot table, you need to use the UpdateView and Update methods for data source update in both field list and pivot table 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, IDataOptions, IDataSet, 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: IDataOptions = {
    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' },
];