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How to create simple and advanced pivot tables in C# and ASP.NET

2010-11-29 13:17 726 查看
By Nitesh
Maharaj
| 29 Jan 2009 | Unedited
contribution Part
of The SQL Zone.


How to create simple and
advanced pivot tables in C# and ASP.NET


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Download Pivot.zip -
27.76 KB

Introduction

A
pivot table provides a 3 dimensional view of data. Microsoft Excel has the
ability to create pivot tables, however, it's not always convenient to use
Excel. You may want to create a pivot report in your web application, for
example. Creating even a simple pivot table can be a complex task. So it is my
intention to not only provide you with an excellent tool for creating simple and
advanced pivot reports, but also to remove some of the mystery that shrouds
them.

Objective

We
want the ability to transform 2 dimensional data in a data table into a 3
dimensional (pivot) report.

The
data table

In
most instances, you'll populate a data table from a database query, like
this:


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SELECT
SalesPeople.FullName AS [Sales Person]
, Products.FullName AS [Product]
, SUM(Sales.SalesAmount) AS [Sale Amount]
, SUM(Sales.Qty) AS [Quantity]
FROM
Sales
JOIN
SalesPeople WITH (NOLOCK)
ON SalesPeople.SalesPersonID = Sales.SalesPersonID
JOIN
Products WITH (NOLOCK)
ON Products.ProductCode = Sales.ProductCode
GROUP BY
SalesPeople.FullName
, Products.FullName

The
query will generate a data table like this:

Sales
Person

Product
Quantity
Sale
Amount

John

Pens

200

350

John

Pencils

400

500

John

Notebooks

100

300

John

Rulers

50

100

John

Calculators

120

1200

John

Back
Packs

75

1500

Jane

Pens

225

393.75

Jane

Pencils

335

418.75

Jane

Notebooks

200

600

Jane

Rulers

75

150

Jane

Calculators

80

800

Jane

Back
Packs

97

1940

Sally

Pens

202

353.5

Sally

Pencils

303

378.75

Sally

Notebooks

198

600

Sally

Rulers

98

594

Sally

Calculators

80

800

Sally

Back
Packs

101

2020

Sarah

Pens

112

196

Sarah

Pencils

245

306.25

Sarah

Notebooks

198

594

Sarah

Rulers

50

100

Sarah

Calculators

66

660

Sarah

Back
Packs

50

2020

As
you can see, this is a 2 dimensional table, and it’s not very useful as a
report. So we’ve got to transform this data table into something more
readable.

The
Pivot structure

A
pivot table has 3 dimensions.



The
x-axis makes up the main headings at the top of the table. The y-axis makes up
the left column of the table, and the z-axis makes up the values corresponding
to both the x-axis and y-axis. A simple pivot will have one z-axis column for
every x-axis value, while an advanced pivot will have multiple z-axis columns
per x-axis value.

A
very important point is that the z-axis values can only be numeric. This is
because the z-axis values are totaled horizontally and vertically. Using a
non-numeric field as a z-axis field will throw an exception.

So
if you look at the data table above, you’ll notice that the “Sales Person” and
“Product” fields can be assigned to either the x-axis or y-axis, but not the
z-axis. The “Quantity” and “Sale Amount” fields can be assigned to the
z-axis.

The
Pivot class

The
Pivot class transforms a data table into an html table, which you can then add
to a web form. Well this is just one way of implementing it. If you wish, you
can create a user control with the logic from this class.


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#region Variables
private DataTable _DataTable;
private string _CssTopHeading;
private string _CssSubHeading;
private string _CssLeftColumn;
private string _CssItems;
private string _CssTotals;
private string _CssTable;
#endregion Variables
#region Constructors
public Pivot(DataTable dataTable)
{
Init();
_DataTable = dataTable;
}
#endregion Constructors

This
section of the code is pretty self explanatory. You’ll construct a Pivot object
by passing a data table as an argument. The Init() method simply assigns an
empty string value to the CSS variable. If the CSS variable is an empty string,
the styling method will use the default style. Each of the CSS variables has a
corresponding property.


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private string FindValue(string xAxisField, string xAxisValue, string yAxisField, string yAxisValue, string zAxisField)
{
string zAxisValue = "";
try
{
foreach (DataRow row in _DataTable.Rows)
{
if (Convert.ToString(row[xAxisField]) == xAxisValue && Convert.ToString(row[yAxisField]) == yAxisValue)
{
zAxisValue = Convert.ToString(row[zAxisField]);
break;
}
}
}
catch
{
throw;
}
return zAxisValue;
}

The
FindValue(…) method searches the data table for a z-axis value corresponding to
the x-axis and y-axis values. The xAxisField is the column name of the x-axis
field (example “Product”), and the xAxisValue is a value in that column. The
yAxisField is the column name of the y-axis field (example “Sales Person”), and
the yAxisValue is a value in that column. The zAxisField is the name of the
column in which the z-axis value that you’re looking for resides (example “Sale
Amount”).


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private string[] FindValues(string xAxisField, string xAxisValue, string yAxisField, string yAxisValue, string[] zAxisFields)
{
int zAxis = zAxisFields.Length;
if (zAxis < 1)
zAxis++;
string[] zAxisValues = new string[zAxis];
//set default values
for (int i = 0; i <= zAxisValues.GetUpperBound(0); i++)
{
zAxisValues[i] = "0";
}
try
{
foreach (DataRow row in _DataTable.Rows)
{
if (Convert.ToString(row[xAxisField]) == xAxisValue && Convert.ToString(row[yAxisField]) == yAxisValue)
{
for (int z = 0; z < zAxis; z++)
{
zAxisValues[z] = Convert.ToString(row[zAxisFields[z]]);
}
break;
}
}
}
catch
{
throw;
}
return zAxisValues;
}

The
FindValues(…) method is similar to the FindValue(…) method, however it will
return multiple z-axis values. This is used for the advanced pivot table where
you have multiple z-axis fields corresponding to an x-axis value.


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private void MainHeaderTopCellStyle(HtmlTableCell cell)
{
if (_CssTopHeading == "")
{
cell.Style.Add("font-family", "tahoma");
cell.Style.Add("font-size", "10pt");
cell.Style.Add("font-weight", "normal");
cell.Style.Add("background-color", "black");
cell.Style.Add("color", "white");
cell.Style.Add("text-align", "center");
}
else
cell.Attributes.Add("Class", _CssTopHeading);
}

This
is one of the CSS styling methods. This method in particular styles the x-axis
(the row at the top of the table). If you don’t assign a CSS class name to the
property, the method will use the default style. The CSS class will be picked up
from which ever page you add the HTML table to.


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/// <summary>
/// Creates an advanced 3D Pivot table.
/// </summary>
/// <param name="xAxisField">The main heading at the top of the report.</param>
/// <param name="yAxisField">The heading on the left of the report.</param>
/// <param name="zAxisFields">The sub heading at the top of the report.</param>
/// <returns>HtmlTable Control.</returns>
public HtmlTable PivotTable(string xAxisField, string yAxisField, string[] zAxisFields)
{
HtmlTable table = new HtmlTable();
//style table
TableStyle(table);
/*
* The x-axis is the main horizontal row.
* The z-axis is the sub horizontal row.
* The y-axis is the left vertical column.
*/
try
{
//get distinct xAxisFields
ArrayList xAxis = new ArrayList();
foreach (DataRow row in _DataTable.Rows)
{
if (!xAxis.Contains(row[xAxisField]))
xAxis.Add(row[xAxisField]);
}
//get distinct yAxisFields
ArrayList yAxis = new ArrayList();
foreach (DataRow row in _DataTable.Rows)
{
if (!yAxis.Contains(row[yAxisField]))
yAxis.Add(row[yAxisField]);
}
//create a 2D array for the y-axis/z-axis fields
int zAxis = zAxisFields.Length;
if (zAxis < 1)
zAxis = 1;
string[,] matrix = new string[(xAxis.Count * zAxis), yAxis.Count];
string[] zAxisValues = new string[zAxis];
for (int y = 0; y < yAxis.Count; y++) //loop thru y-axis fields
{
//rows
for (int x = 0; x < xAxis.Count; x++) //loop thru x-axis fields
{
//main columns
//get the z-axis values
zAxisValues = FindValues(xAxisField, Convert.ToString(xAxis[x])
, yAxisField, Convert.ToString(yAxis[y]), zAxisFields);
for (int z = 0; z < zAxis; z++) //loop thru z-axis fields
{
//sub columns
matrix[(((x + 1) * zAxis - zAxis) + z), y] = zAxisValues[z];
}
}
}
//calculate totals for the y-axis
decimal[] yTotals = new decimal[(xAxis.Count * zAxis)];
for (int col = 0; col < (xAxis.Count * zAxis); col++)
{
yTotals[col] = 0;
for (int row = 0; row < yAxis.Count; row++)
{
yTotals[col] += Convert.ToDecimal(matrix[col, row]);
}
}
//calculate totals for the x-axis
decimal[,] xTotals = new decimal[zAxis, (yAxis.Count + 1)];
for (int y = 0; y < yAxis.Count; y++) //loop thru the y-axis
{
int zCount = 0;
for (int z = 0; z < (zAxis * xAxis.Count); z++) //loop thru the z-axis
{
xTotals[zCount, y] += Convert.ToDecimal(matrix[z, y]);
if (zCount == (zAxis - 1))
zCount = 0;
else
zCount++;
}
}
for (int xx = 0; xx < zAxis; xx++) //Grand Total
{
for (int xy = 0; xy < yAxis.Count; xy++)
{
xTotals[xx, yAxis.Count] += xTotals[xx, xy];
}
}
//Build HTML Table
//Append main row (x-axis)
HtmlTableRow mainRow = new HtmlTableRow();
mainRow.Cells.Add(new HtmlTableCell());
for (int x = 0; x <= xAxis.Count; x++) //loop thru x-axis + 1
{
HtmlTableCell cell = new HtmlTableCell();
cell.ColSpan = zAxis;
if (x < xAxis.Count)
cell.InnerText = Convert.ToString(xAxis[x]);
else
cell.InnerText = "Grand Totals";
//style cell
MainHeaderTopCellStyle(cell);
mainRow.Cells.Add(cell);
}
table.Rows.Add(mainRow);
//Append sub row (z-axis)
HtmlTableRow subRow = new HtmlTableRow();
subRow.Cells.Add(new HtmlTableCell());
subRow.Cells[0].InnerText = yAxisField;
//style cell
SubHeaderCellStyle(subRow.Cells[0]);
for (int x = 0; x <= xAxis.Count; x++) //loop thru x-axis + 1
{
for (int z = 0; z < zAxis; z++)
{
HtmlTableCell cell = new HtmlTableCell();
cell.InnerText = zAxisFields[z];
//style cell
SubHeaderCellStyle(cell);
subRow.Cells.Add(cell);
}
}
table.Rows.Add(subRow);
//Append table items from matrix
for (int y = 0; y < yAxis.Count; y++) //loop thru y-axis
{
HtmlTableRow itemRow = new HtmlTableRow();
for (int z = 0 ; z <= (zAxis * xAxis.Count); z++) //loop thru z-axis + 1
{
HtmlTableCell cell = new HtmlTableCell();
if (z == 0)
{
cell.InnerText = Convert.ToString(yAxis[y]);
//style cell
MainHeaderLeftCellStyle(cell);
}
else
{
cell.InnerText = Convert.ToString(matrix[(z-1), y]);
//style cell
ItemCellStyle(cell);
}
itemRow.Cells.Add(cell);
}
//append x-axis grand totals
for (int z = 0; z < zAxis; z++)
{
HtmlTableCell cell = new HtmlTableCell();
cell.InnerText = Convert.ToString(xTotals[z, y]);
//style cell
TotalCellStyle(cell);
itemRow.Cells.Add(cell);
}
table.Rows.Add(itemRow);
}
//append y-axis totals
HtmlTableRow totalRow = new HtmlTableRow();
for (int x = 0; x <= (zAxis * xAxis.Count); x++)
{
HtmlTableCell cell = new HtmlTableCell();
if (x == 0)
cell.InnerText = "Totals";
else
cell.InnerText = Convert.ToString(yTotals[x-1]);
//style cell
TotalCellStyle(cell);
totalRow.Cells.Add(cell);
}
//append x-axis/y-axis totals
for (int z = 0; z < zAxis; z++)
{
HtmlTableCell cell = new HtmlTableCell();
cell.InnerText = Convert.ToString(xTotals[z, xTotals.GetUpperBound(1)]);
//style cell
TotalCellStyle(cell);
totalRow.Cells.Add(cell);
}
table.Rows.Add(totalRow);
}
catch
{
throw;
}
return table;
}

The
PivotTable(…) method is where all the magic happens. There are two overloads of
this method; one creates a simple pivot, and the other (the one above) creates
an advanced pivot. The only difference is that the simple pivot has one z-axis
field while the advanced pivot has more than one.

Using
the Pivot class

I've
included two solutions in the Pivot.zip file. The Pivot solution is a class
library. You can compile the solution and reference the Pivot.dll in your web
application. The other solution called PivotTest is an ASP.NET application. This
shows how to implement the Pivot class.


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public DataTable DataTableForTesting
{
get
{
DataTable dt = new DataTable("Sales Table");
dt.Columns.Add("Sales Person");
dt.Columns.Add("Product");
dt.Columns.Add("Quantity");
dt.Columns.Add("Sale Amount");
dt.Rows.Add(new object[] { "John", "Pens", 200, 350.00 });
dt.Rows.Add(new object[] { "John", "Pencils", 400, 500.00 });
dt.Rows.Add(new object[] { "John", "Notebooks", 100, 300.00 });
dt.Rows.Add(new object[] { "John", "Rulers", 50, 100.00 });
dt.Rows.Add(new object[] { "John", "Calculators", 120, 1200.00 });
dt.Rows.Add(new object[] { "John", "Back Packs", 75, 1500.00 });
dt.Rows.Add(new object[] { "Jane", "Pens", 225, 393.75 });
dt.Rows.Add(new object[] { "Jane", "Pencils", 335, 418.75 });
dt.Rows.Add(new object[] { "Jane", "Notebooks", 200, 600.00 });
dt.Rows.Add(new object[] { "Jane", "Rulers", 75, 150.00 });
dt.Rows.Add(new object[] { "Jane", "Calculators", 80, 800.00 });
dt.Rows.Add(new object[] { "Jane", "Back Packs", 97, 1940.00 });
dt.Rows.Add(new object[] { "Sally", "Pens", 202, 353.50 });
dt.Rows.Add(new object[] { "Sally", "Pencils", 303, 378.75 });
dt.Rows.Add(new object[] { "Sally", "Notebooks", 198, 600.00 });
dt.Rows.Add(new object[] { "Sally", "Rulers", 98, 594.00 });
dt.Rows.Add(new object[] { "Sally", "Calculators", 80, 800.00 });
dt.Rows.Add(new object[] { "Sally", "Back Packs", 101, 2020.00 });
dt.Rows.Add(new object[] { "Sarah", "Pens", 112, 196.00 });
dt.Rows.Add(new object[] { "Sarah", "Pencils", 245, 306.25 });
dt.Rows.Add(new object[] { "Sarah", "Notebooks", 198, 594.00 });
dt.Rows.Add(new object[] { "Sarah", "Rulers", 50, 100.00 });
dt.Rows.Add(new object[] { "Sarah", "Calculators", 66, 660.00 });
dt.Rows.Add(new object[] { "Sarah", "Back Packs", 50, 2020.00 });
return dt;
}
}

I’ve
created this data table property, which builds the data table in the example
above. This is just for demonstration purposes.


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protected void Page_Load(object sender, EventArgs e)
{
//Advanced Pivot
Pivot advPivot = new Pivot(DataTableForTesting);
HtmlTable advancedPivot = advPivot.PivotTable("Sales Person", "Product", new string[] { "Sale Amount", "Quantity" });
div1.Controls.Add(advancedPivot);
//Simple Pivot
Pivot pivot = new Pivot(DataTableForTesting);
//override default style with css
pivot.CssTopHeading = "Heading";
pivot.CssLeftColumn = "LeftColumn";
pivot.CssItems = "Items";
pivot.CssTotals = "Totals";
pivot.CssTable = "Table";
HtmlTable simplePivot = pivot.PivotTable("Product", "Sales Person", "Sale Amount");
div2.Controls.Add(simplePivot);
}

The
code above instantiates two pivot objects. The first is for an advanced pivot
and the second is for a simple pivot. As you can see I've added the HtmlTable
controls to divs. I created the divs with the runat="server" attribute so that I
can access it in the code. The divs simply helps with the placement of the
HtmlTable.

The
advanced pivot with default styling.

JohnJaneSallySarahGrand Totals
ProductSale
Amount
QuantitySale
Amount
QuantitySale
Amount
QuantitySale
Amount
QuantitySale
Amount
Quantity
Pens350200393.75225353.52021961121293.25739
Pencils500400418.75335378.75303306.252451603.751283
Notebooks3001006002006001985941982094696
Rulers10050150755949810050944273
Calculators12001208008080080660663460346
Back
Packs
15007519409720201012020507480323
Totals39509454302.5010124746.259823876.2572116875.003660
The
simple pivot with custom styling using css.

Sales
Person

Pens

Pencils

Notebooks

Rulers

Calculators

Back
Packs

Grand
Totals

John

350

500

300

100

1200

1500

3950

Jane

393.75

418.75

600

150

800

1940

4302.50

Sally

353.5

378.75

600

594

800

2020

4746.25

Sarah

196

306.25

594

100

660

2020

3876.25

Totals

1293.25

1603.75

2094

944

3460

7480

16875.00

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