通过 Aspose.Cells for JavaScript via C++ 管理数据透视表的值字段

将字段添加到数据区域

将基本字段添加到数据(值)区域,是确定数据透视表如何聚合源数据的第一步。Aspose.Cells for JavaScript via C++ 提供了 pivotTable.addFieldToArea(PivotFieldType.Data, "ColumnName") 重载,该重载接受常量 PivotFieldType.Data 和源列名称。字段添加到数据区域后,可通过 pivotTable.getDataFields() 集合访问该字段,集合中的字段顺序与添加顺序一致。默认情况下,数值型源列使用 ConsolidationFunction.Sum 进行汇总,而非数值型列默认使用 Count 进行汇总。

<!DOCTYPE html>
<html>
    <head>
        <title>Aspose.Cells Example</title>
    </head>
    <body>
        <h1>Aspose.Cells Example</h1>
        <button id="runExample">Run Example</button>
        <a id="downloadLink" style="display: none;">Download Result</a>
        <div id="result"></div>
    </body>
    <script src="aspose.cells.js.min.js"></script>
    <script type="text/javascript">
        const { Workbook, SaveFormat } = AsposeCells;
        AsposeCells.onReady({
            license: "/lic/aspose.cells.enc",
            fontPath: "/fonts/",
            fontList: ["arial.ttf", "NotoSansSC-Regular.ttf"]
        }).then(() => {
            console.log("Aspose.Cells initialized");
        });
        document.getElementById('runExample').addEventListener('click', async () => {
            const workbook = new Workbook();
            const worksheet = workbook.worksheets.get(0);
            worksheet.name = "Data";
            const headers = ["Category", "Item", "Year", "Amount"];
            for (let j = 0; j < headers.length; j++) {
                worksheet.cells.get(0, j).value = headers[j];
            }
            const data = [
                ["Fruit", "Apple", 2020, 100],
                ["Fruit", "Apple", 2021, 150],
                ["Fruit", "Banana", 2020, 80],
                ["Fruit", "Banana", 2021, 90],
                ["Vegetable", "Carrot", 2020, 50],
                ["Vegetable", "Carrot", 2021, 60],
                ["Vegetable", "Daikon", 2020, 40],
                ["Vegetable", "Daikon", 2021, 45]
            ];
            for (let i = 0; i < data.length; i++) {
                for (let j = 0; j < data[i].length; j++) {
                    worksheet.cells.get(i + 1, j).value = data[i][j];
                }
            }
            const pivotTable = worksheet.pivotTables.add("=A1:D9", 2, 5);
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Row, "Category");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Row, "Item");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Column, "Year");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Data, "Amount");
            pivotTable.calculateData();
            const outputData = workbook.save(SaveFormat.Xlsx);
            const blob = new Blob([outputData]);
            const downloadLink = document.getElementById('downloadLink');
            downloadLink.href = URL.createObjectURL(blob);
            downloadLink.download = "output_drag.xlsx";
            downloadLink.style.display = "block";
            document.getElementById('result').innerHTML =
                '<p style="color: green;">Done! Click the download link to get the result file.</p>';
        });
    </script>
</html>

更改汇总函数

字段位于数据区域后,Aspose.Cells 会在 pivotTable.getDataFields() 返回的 PivotField 对象中公开该字段。每个 PivotField 都有一个类型为 ConsolidationFunction 的可写 function 属性,该属性控制应用于该字段基础值的聚合方式。ConsolidationFunction 是一个枚举,包含以下成员:Sum、Count、Average、Max、Min、Product、StdDev、StdDevp、Var 和 Varp。前六个成员涵盖绝大多数实际使用场景,后四个成员则是适用于方差分析的统计聚合函数。

<!DOCTYPE html>
<html>
    <head>
        <title>Aspose.Cells Example</title>
    </head>
    <body>
        <h1>Aspose.Cells Example</h1>
        <button id="runExample">Run Example</button>
        <a id="downloadLink" style="display: none;">Download Result</a>
        <div id="result"></div>
    </body>
    <script src="aspose.cells.js.min.js"></script>
    <script type="text/javascript">
        const { Workbook } = AsposeCells;
        const initialization = AsposeCells.onReady({
            license: "/lic/aspose.cells.enc",
            fontPath: "/fonts/",
            fontList: ["arial.ttf", "NotoSansSC-Regular.ttf"]
        }).then(() => {
            console.log("Aspose.Cells initialized");
        });
        document.getElementById('runExample').addEventListener('click', async () => {
            await initialization;
            const workbook = new Workbook();
            const worksheet = workbook.worksheets.get(0);
            worksheet.name = "Data";
            const headers = ["Category", "Item", "Year", "Amount"];
            for (let j = 0; j < headers.length; j++) {
                worksheet.cells.get(0, j).value = headers[j];
            }
            const data = [
                ["Fruit", "Apple", 2020, 100],
                ["Fruit", "Apple", 2021, 150],
                ["Fruit", "Banana", 2020, 80],
                ["Fruit", "Banana", 2021, 90],
                ["Vegetable", "Carrot", 2020, 50],
                ["Vegetable", "Carrot", 2021, 60],
                ["Vegetable", "Daikon", 2020, 40],
                ["Vegetable", "Daikon", 2021, 45]
            ];
            for (let i = 0; i < data.length; i++) {
                for (let j = 0; j < data[i].length; j++) {
                    worksheet.cells.get(i + 1, j).value = data[i][j];
                }
            }
            const pivotTable = worksheet.pivotTables.add("=A1:D9", 2, 5);
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Row, "Category");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Row, "Item");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Column, "Year");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Data, "Amount");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Data, "Amount");
            const countField = pivotTable.dataFields.get(1);
            countField.function = AsposeCells.ConsolidationFunction.Count;
            pivotTable.calculateData();
            const outputData = workbook.save(AsposeCells.SaveFormat.Xlsx);
            const blob = new Blob([outputData]);
            const downloadLink = document.getElementById('downloadLink');
            downloadLink.href = URL.createObjectURL(blob);
            downloadLink.download = "output_function.xlsx";
            downloadLink.style.display = "block";
            document.getElementById('result').innerHTML = '<p style="color: green;">Done! Click the download link to get the result file.</p>';
        });
    </script>
</html>

将值字段绘制到行轴或列轴

当数据透视表包含两个或多个数据字段时,Aspose.Cells 会提供另一个名为 pivotTable.getValuesField() 的虚拟字段。该虚拟字段表示数据区域中所有数据字段的聚合结果。可以将其作为基本数据透视字段拖入行区域或列区域,从而并排布置多个度量值。

<!DOCTYPE html>
<html>
    <head>
        <title>Aspose.Cells Example</title>
    </head>
    <body>
        <h1>Aspose.Cells Example</h1>
        <button id="runExample">Run Example</button>
        <a id="downloadLink" style="display: none;">Download Result</a>
        <div id="result"></div>
    </body>
    <script src="aspose.cells.js.min.js"></script>
    <script type="text/javascript">
        const { Workbook, SaveFormat } = AsposeCells;
        AsposeCells.onReady({
            license: "/lic/aspose.cells.enc",
            fontPath: "/fonts/",
            fontList: ["arial.ttf", "NotoSansSC-Regular.ttf"]
        }).then(() => {
            console.log("Aspose.Cells initialized");
        });
        document.getElementById('runExample').addEventListener('click', async () => {
            const workbook = new Workbook();
            const worksheet = workbook.worksheets.get(0);
            worksheet.name = "Data";
            const cells = worksheet.cells;
            const headers = ["Category", "Item", "Year", "Amount"];
            for (let j = 0; j < headers.length; j++) {
                cells.get(0, j).value = headers[j];
            }
            const data = [
                ["Fruit", "Apple", 2020, 100],
                ["Fruit", "Apple", 2021, 150],
                ["Fruit", "Banana", 2020, 80],
                ["Fruit", "Banana", 2021, 90],
                ["Vegetable", "Carrot", 2020, 50],
                ["Vegetable", "Carrot", 2021, 60],
                ["Vegetable", "Daikon", 2020, 40],
                ["Vegetable", "Daikon", 2021, 45]
            ];
            for (let i = 0; i < data.length; i++) {
                for (let j = 0; j < data[i].length; j++) {
                    cells.get(i + 1, j).value = data[i][j];
                }
            }
            const pivotTable = worksheet.pivotTables.add("=A1:D9", 2, 5);
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Row, "Category");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Row, "Item");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Column, "Year");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Data, "Amount");
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Data, "Amount");
            pivotTable.dataFields.get(1).function = AsposeCells.ConsolidationFunction.Count;
            pivotTable.addFieldToArea(AsposeCells.PivotFieldType.Column, pivotTable.valuesField.name);
            pivotTable.calculateData();
            const outputData = workbook.save(SaveFormat.Xlsx);
            const blob = new Blob([outputData], {
                type: "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
            });
            const downloadLink = document.getElementById('downloadLink');
            downloadLink.href = URL.createObjectURL(blob);
            downloadLink.download = "output_plot.xlsx";
            downloadLink.style.display = "block";
            document.getElementById('result').innerHTML = '<p style="color: green;">Done! Click the download link to get the result file.</p>';
        });
    </script>
</html>