MeshWeaver.DataCubes 2.1.0

.NET 9.0 This package targets .NET 9.0. The package is compatible with this framework or higher. 
dotnet add package MeshWeaver.DataCubes --version 2.1.0
                    


                    

                
NuGet\Install-Package MeshWeaver.DataCubes -Version 2.1.0
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="MeshWeaver.DataCubes" Version="2.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="MeshWeaver.DataCubes" Version="2.1.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="MeshWeaver.DataCubes" />
                    


                            Project file
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 MeshWeaver.DataCubes --version 2.1.0
                    


                    

                
#r "nuget: MeshWeaver.DataCubes, 2.1.0"
#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. 
#addin nuget:?package=MeshWeaver.DataCubes&version=2.1.0
                    


                            Install MeshWeaver.DataCubes as a Cake Addin
                        

                    

                
#tool nuget:?package=MeshWeaver.DataCubes&version=2.1.0
                    


                            Install MeshWeaver.DataCubes as a Cake Tool

MeshWeaver.DataCubes

MeshWeaver.DataCubes provides the foundational infrastructure for working with multidimensional data cubes in the MeshWeaver ecosystem. It serves as the base library for pivot table operations, data aggregation, and dimensional analysis.

Overview

The library provides:

  • Core data cube abstractions
  • Dimension management
  • Aggregation functions
  • Cube operations (slice, dice, roll-up, drill-down)
  • Pivot table support

Architecture

Data Cube Structure

graph TD
    A[Data Cube] --> B[Dimensions]
    A --> C[Measures]
    B --> D[Hierarchies]
    B --> E[Members]
    C --> F[Values]
    C --> G[Aggregations]

Features

  1. Cube Operations

    • Slice and dice
    • Roll-up and drill-down
    • Pivot and unpivot
    • Cross-tabulation

  2. Aggregation Support

    • Multiple aggregation types
    • Custom aggregation functions
    • Partial aggregations
    • Running totals

Best Practices

  1. Dimension Design

    • Keep hierarchies balanced
    • Use meaningful member IDs
    • Consider aggregation paths
    • Handle missing members

  2. Performance Optimization

    • Pre-aggregate common views
    • Cache frequent queries
    • Use appropriate indexes
    • Optimize member hierarchies

  3. Memory Management

    • Control cube size
    • Use sparse storage
    • Implement cleanup
    • Monitor memory usage
  • MeshWeaver.DataCubes.Pivot - Pivot table implementations
  • MeshWeaver.Data - Core data framework
  • MeshWeaver.Hierarchies - Hierarchical data support
Product Compatible and additional computed target framework versions.
.NET net9.0 is compatible.  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. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

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Version Downloads Last updated
2.1.0 68 4/6/2025
2.0.3 478 3/24/2025
2.0.2 447 3/24/2025
2.0.1 98 3/21/2025
2.0.0 147 3/20/2025
2.0.0-preview3 85 2/28/2025
2.0.0-Preview2 91 2/10/2025
2.0.0-preview1 91 1/6/2025
1.0.1 122 10/8/2024
1.0.0 114 10/8/2024