PivotDataExport 0.0.4
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package PivotDataExport --version 0.0.4
NuGet\Install-Package PivotDataExport -Version 0.0.4
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="PivotDataExport" Version="0.0.4" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="PivotDataExport" Version="0.0.4" />
<PackageReference Include="PivotDataExport" />
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.
paket add PivotDataExport --version 0.0.4
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: PivotDataExport, 0.0.4"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
#:package PivotDataExport@0.0.4
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=PivotDataExport&version=0.0.4
#tool nuget:?package=PivotDataExport&version=0.0.4
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
PivotDataExport
Dynamic group, aggregate, sort, pivot data. Output to json, xml, csv or via DataTable. Csv or json with or without header row.
Example:
Test data used: https://excelbianalytics.com/wp/wp-content/uploads/2020/09/5m-Sales-Records.zip
Read data:
List<CsvRow> salesRecords = null!;
using (var reader = new StreamReader(@"d:\5m Sales Records.csv"))
using (var csv = new CsvReader(reader, CultureInfo.InvariantCulture))
{
var records = csv.GetRecords<CsvRow>();
salesRecords = records.ToList();
}
Create fields:
var fields = new List<Field>();
fields.Add(new Field<CsvRow, string>(nameof(CsvRow.Region), row => row.Region, Aggregators.CommaList)
{
GroupIndex = 0,
Area = Area.Row,
SortOrder = SortOrder.Asc
});
fields.Add(new Field<CsvRow, string>(nameof(CsvRow.Country), row => row.Country, Aggregators.CommaList)
{
GroupIndex = 1,
Area = Area.Row,
SortOrder = SortOrder.Desc
});
fields.Add(new Field<CsvRow, string>(nameof(CsvRow.ItemType), row => row.ItemType, Aggregators.CommaList)
{
GroupIndex = 0,
Area = Area.Column,
SortOrder = SortOrder.Desc
});
fields.Add(new Field<CsvRow, string>(nameof(CsvRow.SalesChannel), row => row.SalesChannel, Aggregators.CommaList)
{
GroupIndex = 1,
Area = Area.Column,
SortOrder = SortOrder.Asc
});
fields.Add(new Field<CsvRow, long>(nameof(CsvRow.UnitsSold), row => row.UnitsSold, Enumerable.Sum);
Group, aggregate, sort:
var pb = new PivotBuilder<CsvRow>(salesRecords, fields);
var data = pb.GetGroupedData();
var tb = new TableBuilder<CsvRow>(data);
Get table:
var nested_kv_tbl = tb.GetNestedKeyValueListTable();
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_nested_kv.json", FileMode.Create))
{
JsonSerializer.Serialize(f, nested_kv_tbl, new JsonSerializerOptions { WriteIndented = true });
}
Produce:
{
"Rows": [
{
"Region": "Asia",
"Country": "Vietnam",
"ItemTypeList": [
{
"ItemType": "Vegetables",
"SalesChannelList": [
{
"SalesChannel": "Offline",
"UnitsSold": 5820281
},
{
"SalesChannel": "Online",
"UnitsSold": 5501045
}
]
},
...
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_nested_kv.xml", FileMode.Create))
{
nested_kv_tbl.WriteXml(f);
}
Produce:
<?xml version="1.0" encoding="utf-8"?>
<Table>
<Rows>
<Row>
<Region>Asia</Region>
<Country>Vietnam</Country>
<ItemTypeList>
<Entry>
<ItemType>Vegetables</ItemType>
<SalesChannelList>
<Entry>
<SalesChannel>Offline</SalesChannel>
<UnitsSold>5820281</UnitsSold>
</Entry>
<Entry>
<SalesChannel>Online</SalesChannel>
<UnitsSold>5501045</UnitsSold>
</Entry>
</SalesChannelList>
</Entry>
...
Code:
// not supported
//using (var f = File.Open(@"d:\test5mill_nested_kv.csv", FileMode.Create))
//{
// nested_kv_tbl.WriteCsv(f);
//}
Get table:
var flat_kv_tbl = tb.GetKeyValueListTable();
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_flat_kv.json", FileMode.Create))
{
JsonSerializer.Serialize(f, flat_kv_tbl, new JsonSerializerOptions { WriteIndented = true });
}
Produce:
{
"Rows": [
{
"Region": "Asia",
"Country": "Vietnam",
"/ItemType:Vegetables/SalesChannel:Offline/UnitsSold": 5820281,
"/ItemType:Vegetables/SalesChannel:Online/UnitsSold": 5501045,
"/ItemType:Snacks/SalesChannel:Offline/UnitsSold": 5479038,
"/ItemType:Snacks/SalesChannel:Online/UnitsSold": 5797606,
"/ItemType:Personal Care/SalesChannel:Offline/UnitsSold": 5561844,
"/ItemType:Personal Care/SalesChannel:Online/UnitsSold": 5606394,
"/ItemType:Office Supplies/SalesChannel:Offline/UnitsSold": 5512339,
"/ItemType:Office Supplies/SalesChannel:Online/UnitsSold": 5647800,
"/ItemType:Meat/SalesChannel:Offline/UnitsSold": 5538231,
"/ItemType:Meat/SalesChannel:Online/UnitsSold": 5593779,
"/ItemType:Household/SalesChannel:Offline/UnitsSold": 5616672,
"/ItemType:Household/SalesChannel:Online/UnitsSold": 5651216,
"/ItemType:Fruits/SalesChannel:Offline/UnitsSold": 5712683,
"/ItemType:Fruits/SalesChannel:Online/UnitsSold": 5767442,
"/ItemType:Cosmetics/SalesChannel:Offline/UnitsSold": 5514074,
"/ItemType:Cosmetics/SalesChannel:Online/UnitsSold": 5692946,
"/ItemType:Clothes/SalesChannel:Offline/UnitsSold": 5463956,
"/ItemType:Clothes/SalesChannel:Online/UnitsSold": 5678553,
"/ItemType:Cereal/SalesChannel:Offline/UnitsSold": 5704591,
"/ItemType:Cereal/SalesChannel:Online/UnitsSold": 5522784,
"/ItemType:Beverages/SalesChannel:Offline/UnitsSold": 5462035,
"/ItemType:Beverages/SalesChannel:Online/UnitsSold": 5643938,
"/ItemType:Baby Food/SalesChannel:Offline/UnitsSold": 5738685,
"/ItemType:Baby Food/SalesChannel:Online/UnitsSold": 5468720
},
...
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_flat_kv.xml", FileMode.Create))
{
flat_kv_tbl.WriteXml(f);
}
Produce:
<?xml version="1.0" encoding="utf-8"?>
<Table>
<Rows>
<Row>
<Region>Asia</Region>
<Country>Vietnam</Country>
</ItemType:Vegetables/SalesChannel:Offline/UnitsSold>5820281<//ItemType:Vegetables/SalesChannel:Offline/UnitsSold>
</ItemType:Vegetables/SalesChannel:Online/UnitsSold>5501045<//ItemType:Vegetables/SalesChannel:Online/UnitsSold>
</ItemType:Snacks/SalesChannel:Offline/UnitsSold>5479038<//ItemType:Snacks/SalesChannel:Offline/UnitsSold>
</ItemType:Snacks/SalesChannel:Online/UnitsSold>5797606<//ItemType:Snacks/SalesChannel:Online/UnitsSold>
</ItemType:Personal Care/SalesChannel:Offline/UnitsSold>5561844<//ItemType:Personal Care/SalesChannel:Offline/UnitsSold>
</ItemType:Personal Care/SalesChannel:Online/UnitsSold>5606394<//ItemType:Personal Care/SalesChannel:Online/UnitsSold>
</ItemType:Office Supplies/SalesChannel:Offline/UnitsSold>5512339<//ItemType:Office Supplies/SalesChannel:Offline/UnitsSold>
</ItemType:Office Supplies/SalesChannel:Online/UnitsSold>5647800<//ItemType:Office Supplies/SalesChannel:Online/UnitsSold>
</ItemType:Meat/SalesChannel:Offline/UnitsSold>5538231<//ItemType:Meat/SalesChannel:Offline/UnitsSold>
</ItemType:Meat/SalesChannel:Online/UnitsSold>5593779<//ItemType:Meat/SalesChannel:Online/UnitsSold>
</ItemType:Household/SalesChannel:Offline/UnitsSold>5616672<//ItemType:Household/SalesChannel:Offline/UnitsSold>
</ItemType:Household/SalesChannel:Online/UnitsSold>5651216<//ItemType:Household/SalesChannel:Online/UnitsSold>
</ItemType:Fruits/SalesChannel:Offline/UnitsSold>5712683<//ItemType:Fruits/SalesChannel:Offline/UnitsSold>
</ItemType:Fruits/SalesChannel:Online/UnitsSold>5767442<//ItemType:Fruits/SalesChannel:Online/UnitsSold>
</ItemType:Cosmetics/SalesChannel:Offline/UnitsSold>5514074<//ItemType:Cosmetics/SalesChannel:Offline/UnitsSold>
</ItemType:Cosmetics/SalesChannel:Online/UnitsSold>5692946<//ItemType:Cosmetics/SalesChannel:Online/UnitsSold>
</ItemType:Clothes/SalesChannel:Offline/UnitsSold>5463956<//ItemType:Clothes/SalesChannel:Offline/UnitsSold>
</ItemType:Clothes/SalesChannel:Online/UnitsSold>5678553<//ItemType:Clothes/SalesChannel:Online/UnitsSold>
</ItemType:Cereal/SalesChannel:Offline/UnitsSold>5704591<//ItemType:Cereal/SalesChannel:Offline/UnitsSold>
</ItemType:Cereal/SalesChannel:Online/UnitsSold>5522784<//ItemType:Cereal/SalesChannel:Online/UnitsSold>
</ItemType:Beverages/SalesChannel:Offline/UnitsSold>5462035<//ItemType:Beverages/SalesChannel:Offline/UnitsSold>
</ItemType:Beverages/SalesChannel:Online/UnitsSold>5643938<//ItemType:Beverages/SalesChannel:Online/UnitsSold>
</ItemType:Baby Food/SalesChannel:Offline/UnitsSold>5738685<//ItemType:Baby Food/SalesChannel:Offline/UnitsSold>
</ItemType:Baby Food/SalesChannel:Online/UnitsSold>5468720<//ItemType:Baby Food/SalesChannel:Online/UnitsSold>
</Row>
...
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_flat_kv.csv", FileMode.Create))
{
flat_kv_tbl.WriteCsv(f);
}
Produce:
Region;Country;/ItemType:Vegetables/SalesChannel:Offline/UnitsSold;/ItemType:Vegetables/SalesChannel:Online/UnitsSold;/ItemType:Snacks/SalesChannel:Offline/UnitsSold;/ItemType:Snacks/SalesChannel:Online/UnitsSold;/ItemType:Personal Care/SalesChannel:Offline/UnitsSold;/ItemType:Personal Care/SalesChannel:Online/UnitsSold;/ItemType:Office Supplies/SalesChannel:Offline/UnitsSold;/ItemType:Office Supplies/SalesChannel:Online/UnitsSold;/ItemType:Meat/SalesChannel:Offline/UnitsSold;/ItemType:Meat/SalesChannel:Online/UnitsSold;/ItemType:Household/SalesChannel:Offline/UnitsSold;/ItemType:Household/SalesChannel:Online/UnitsSold;/ItemType:Fruits/SalesChannel:Offline/UnitsSold;/ItemType:Fruits/SalesChannel:Online/UnitsSold;/ItemType:Cosmetics/SalesChannel:Offline/UnitsSold;/ItemType:Cosmetics/SalesChannel:Online/UnitsSold;/ItemType:Clothes/SalesChannel:Offline/UnitsSold;/ItemType:Clothes/SalesChannel:Online/UnitsSold;/ItemType:Cereal/SalesChannel:Offline/UnitsSold;/ItemType:Cereal/SalesChannel:Online/UnitsSold;/ItemType:Beverages/SalesChannel:Offline/UnitsSold;/ItemType:Beverages/SalesChannel:Online/UnitsSold;/ItemType:Baby Food/SalesChannel:Offline/UnitsSold;/ItemType:Baby Food/SalesChannel:Online/UnitsSold
Asia;Vietnam;5820281;5501045;5479038;5797606;5561844;5606394;5512339;5647800;5538231;5593779;5616672;5651216;5712683;5767442;5514074;5692946;5463956;5678553;5704591;5522784;5462035;5643938;5738685;5468720
...
Get table:
var array_tbl = tb.GetObjectArrayTable();
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_array.json", FileMode.Create))
{
JsonSerializer.Serialize(f, array_tbl.AddHeaderRowClone(), new JsonSerializerOptions { WriteIndented = true });
}
Produce:
{
"Rows": [
[
"Region",
"Country",
"/ItemType:Vegetables/SalesChannel:Offline/UnitsSold",
"/ItemType:Vegetables/SalesChannel:Online/UnitsSold",
"/ItemType:Snacks/SalesChannel:Offline/UnitsSold",
"/ItemType:Snacks/SalesChannel:Online/UnitsSold",
"/ItemType:Personal Care/SalesChannel:Offline/UnitsSold",
"/ItemType:Personal Care/SalesChannel:Online/UnitsSold",
"/ItemType:Office Supplies/SalesChannel:Offline/UnitsSold",
"/ItemType:Office Supplies/SalesChannel:Online/UnitsSold",
"/ItemType:Meat/SalesChannel:Offline/UnitsSold",
"/ItemType:Meat/SalesChannel:Online/UnitsSold",
"/ItemType:Household/SalesChannel:Offline/UnitsSold",
"/ItemType:Household/SalesChannel:Online/UnitsSold",
"/ItemType:Fruits/SalesChannel:Offline/UnitsSold",
"/ItemType:Fruits/SalesChannel:Online/UnitsSold",
"/ItemType:Cosmetics/SalesChannel:Offline/UnitsSold",
"/ItemType:Cosmetics/SalesChannel:Online/UnitsSold",
"/ItemType:Clothes/SalesChannel:Offline/UnitsSold",
"/ItemType:Clothes/SalesChannel:Online/UnitsSold",
"/ItemType:Cereal/SalesChannel:Offline/UnitsSold",
"/ItemType:Cereal/SalesChannel:Online/UnitsSold",
"/ItemType:Beverages/SalesChannel:Offline/UnitsSold",
"/ItemType:Beverages/SalesChannel:Online/UnitsSold",
"/ItemType:Baby Food/SalesChannel:Offline/UnitsSold",
"/ItemType:Baby Food/SalesChannel:Online/UnitsSold"
],
[
"Asia",
"Vietnam",
5820281,
5501045,
5479038,
5797606,
5561844,
5606394,
5512339,
5647800,
5538231,
5593779,
5616672,
5651216,
5712683,
5767442,
5514074,
5692946,
5463956,
5678553,
5704591,
5522784,
5462035,
5643938,
5738685,
5468720
],
...
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_array.xml", FileMode.Create))
{
array_tbl.WriteXml(f);
}
Produce:
<?xml version="1.0" encoding="utf-8"?>
<Table>
<Rows>
<Row>
<Region>Asia</Region>
<Country>Vietnam</Country>
</ItemType:Vegetables/SalesChannel:Offline/UnitsSold>5820281<//ItemType:Vegetables/SalesChannel:Offline/UnitsSold>
</ItemType:Vegetables/SalesChannel:Online/UnitsSold>5501045<//ItemType:Vegetables/SalesChannel:Online/UnitsSold>
</ItemType:Snacks/SalesChannel:Offline/UnitsSold>5479038<//ItemType:Snacks/SalesChannel:Offline/UnitsSold>
</ItemType:Snacks/SalesChannel:Online/UnitsSold>5797606<//ItemType:Snacks/SalesChannel:Online/UnitsSold>
</ItemType:Personal Care/SalesChannel:Offline/UnitsSold>5561844<//ItemType:Personal Care/SalesChannel:Offline/UnitsSold>
</ItemType:Personal Care/SalesChannel:Online/UnitsSold>5606394<//ItemType:Personal Care/SalesChannel:Online/UnitsSold>
</ItemType:Office Supplies/SalesChannel:Offline/UnitsSold>5512339<//ItemType:Office Supplies/SalesChannel:Offline/UnitsSold>
</ItemType:Office Supplies/SalesChannel:Online/UnitsSold>5647800<//ItemType:Office Supplies/SalesChannel:Online/UnitsSold>
</ItemType:Meat/SalesChannel:Offline/UnitsSold>5538231<//ItemType:Meat/SalesChannel:Offline/UnitsSold>
</ItemType:Meat/SalesChannel:Online/UnitsSold>5593779<//ItemType:Meat/SalesChannel:Online/UnitsSold>
</ItemType:Household/SalesChannel:Offline/UnitsSold>5616672<//ItemType:Household/SalesChannel:Offline/UnitsSold>
</ItemType:Household/SalesChannel:Online/UnitsSold>5651216<//ItemType:Household/SalesChannel:Online/UnitsSold>
</ItemType:Fruits/SalesChannel:Offline/UnitsSold>5712683<//ItemType:Fruits/SalesChannel:Offline/UnitsSold>
</ItemType:Fruits/SalesChannel:Online/UnitsSold>5767442<//ItemType:Fruits/SalesChannel:Online/UnitsSold>
</ItemType:Cosmetics/SalesChannel:Offline/UnitsSold>5514074<//ItemType:Cosmetics/SalesChannel:Offline/UnitsSold>
</ItemType:Cosmetics/SalesChannel:Online/UnitsSold>5692946<//ItemType:Cosmetics/SalesChannel:Online/UnitsSold>
</ItemType:Clothes/SalesChannel:Offline/UnitsSold>5463956<//ItemType:Clothes/SalesChannel:Offline/UnitsSold>
</ItemType:Clothes/SalesChannel:Online/UnitsSold>5678553<//ItemType:Clothes/SalesChannel:Online/UnitsSold>
</ItemType:Cereal/SalesChannel:Offline/UnitsSold>5704591<//ItemType:Cereal/SalesChannel:Offline/UnitsSold>
</ItemType:Cereal/SalesChannel:Online/UnitsSold>5522784<//ItemType:Cereal/SalesChannel:Online/UnitsSold>
</ItemType:Beverages/SalesChannel:Offline/UnitsSold>5462035<//ItemType:Beverages/SalesChannel:Offline/UnitsSold>
</ItemType:Beverages/SalesChannel:Online/UnitsSold>5643938<//ItemType:Beverages/SalesChannel:Online/UnitsSold>
</ItemType:Baby Food/SalesChannel:Offline/UnitsSold>5738685<//ItemType:Baby Food/SalesChannel:Offline/UnitsSold>
</ItemType:Baby Food/SalesChannel:Online/UnitsSold>5468720<//ItemType:Baby Food/SalesChannel:Online/UnitsSold>
</Row>
...
Code:
using (var f = File.Open(@"d:\pivottest\test5mill_array.csv", FileMode.Create))
{
array_tbl.WriteCsv(f);
}
Produce:
Region;Country;/ItemType:Vegetables/SalesChannel:Offline/UnitsSold;/ItemType:Vegetables/SalesChannel:Online/UnitsSold;/ItemType:Snacks/SalesChannel:Offline/UnitsSold;/ItemType:Snacks/SalesChannel:Online/UnitsSold;/ItemType:Personal Care/SalesChannel:Offline/UnitsSold;/ItemType:Personal Care/SalesChannel:Online/UnitsSold;/ItemType:Office Supplies/SalesChannel:Offline/UnitsSold;/ItemType:Office Supplies/SalesChannel:Online/UnitsSold;/ItemType:Meat/SalesChannel:Offline/UnitsSold;/ItemType:Meat/SalesChannel:Online/UnitsSold;/ItemType:Household/SalesChannel:Offline/UnitsSold;/ItemType:Household/SalesChannel:Online/UnitsSold;/ItemType:Fruits/SalesChannel:Offline/UnitsSold;/ItemType:Fruits/SalesChannel:Online/UnitsSold;/ItemType:Cosmetics/SalesChannel:Offline/UnitsSold;/ItemType:Cosmetics/SalesChannel:Online/UnitsSold;/ItemType:Clothes/SalesChannel:Offline/UnitsSold;/ItemType:Clothes/SalesChannel:Online/UnitsSold;/ItemType:Cereal/SalesChannel:Offline/UnitsSold;/ItemType:Cereal/SalesChannel:Online/UnitsSold;/ItemType:Beverages/SalesChannel:Offline/UnitsSold;/ItemType:Beverages/SalesChannel:Online/UnitsSold;/ItemType:Baby Food/SalesChannel:Offline/UnitsSold;/ItemType:Baby Food/SalesChannel:Online/UnitsSold
Asia;Vietnam;5820281;5501045;5479038;5797606;5561844;5606394;5512339;5647800;5538231;5593779;5616672;5651216;5712683;5767442;5514074;5692946;5463956;5678553;5704591;5522784;5462035;5643938;5738685;5468720
...
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net5.0 was computed. net5.0-windows was computed. net6.0 was computed. net6.0-android was computed. net6.0-ios was computed. net6.0-maccatalyst was computed. net6.0-macos was computed. net6.0-tvos was computed. net6.0-windows was computed. net7.0 was computed. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed. |
.NET Core | netcoreapp2.0 was computed. netcoreapp2.1 was computed. netcoreapp2.2 was computed. netcoreapp3.0 was computed. netcoreapp3.1 was computed. |
.NET Standard | netstandard2.0 is compatible. netstandard2.1 was computed. |
.NET Framework | net461 was computed. net462 was computed. net463 was computed. net47 was computed. net471 was computed. net472 was computed. net48 was computed. net481 was computed. |
MonoAndroid | monoandroid was computed. |
MonoMac | monomac was computed. |
MonoTouch | monotouch was computed. |
Tizen | tizen40 was computed. tizen60 was computed. |
Xamarin.iOS | xamarinios was computed. |
Xamarin.Mac | xamarinmac was computed. |
Xamarin.TVOS | xamarintvos was computed. |
Xamarin.WatchOS | xamarinwatchos was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
.NETStandard 2.0
- Microsoft.Bcl.AsyncInterfaces (>= 7.0.0)
- Microsoft.CSharp (>= 4.7.0)
- System.Text.Json (>= 6.0.10)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.