laplacekorea/zarray

Dynamically typed N-D expression system based on xtensor

Dynamically typed N-D expression system based on xtensor.

Introduction

zarray is a dynamically typed N-D expression system built on top of xtensor.

Installation

Package managers

We provide a package for the mamba (or conda) package manager:

mamba install -c conda-forge zarray

Install from sources

zarray is a header-only library.

You can directly install it from the sources:

cmake -D CMAKE_INSTALL_PREFIX=your_install_prefix
make install

Dependencies

zarray depends on xtensor and nlohmann_json:

zarray	xtensor	nlohmann_json
master	0.23.8	3.2.0
0.1.0	0.23.8	3.2.0
0.0.6	0.23.8	3.2.0

Usage

Initialize a 2-D array and compute the sum of one of its rows and a 1-D array.

#include <zarray/zarray.hpp>

xt::zarray arr1 =
  {{1.0, 2.0, 3.0},
   {4.0, 5.0, 6.0},
   {7.0, 8.0, 9.0}};

xt::zarray arr2 =
  {5.0, 6.0, 7.0};

xt::zarray res = xt::strided_view(arr1, {1, xt::all()}) + arr2;
std::cout << res << std::endl;

Outputs:

{7, 11, 14}

Initialize a 1-D array and reshape it inplace.

#include <zarray/zarray.hpp>

xt::zarray arr =
  {1, 2, 3, 4, 5, 6, 7, 8, 9};

arr.reshape({3, 3});

std::cout << arr << std::endl;

Outputs:

{{1, 2, 3},
 {4, 5, 6},
 {7, 8, 9}}

License

We use a shared copyright model that enables all contributors to maintain the copyright on their contributions.

This software is licensed under the BSD-3-Clause license. See the LICENSE file for details.