FluidDyn: A Python Open-Source Framework for Research and Teaching in Fluid Dynamics by Simulations, Experiments and Data Processing [Elektronisk resurs]

• FluidDyn is a project to foster open-science and open-source in the fluid dynamics community. It is thought of as a research project to channel open-source dynamics, methods and tools to do science. We propose a set of Python packages forming a framework to study fluid dynamics with different methods, in particular laboratory experiments (package fluidlab), simulations (packages fluidfft, fluidsim and fluidfoam) and data processing (package fluidimage). In the present article, we give an overview of the specialized packages of the project and then focus on the base package called fluiddyn, which contains common code used in the specialized packages. Packages fluidfft and fluidsim are described with greater detail in two companion papers [4, 5]. With the project FluidDyn, we demonstrate that specialized scientific code can be written with methods and good practices of the open-source community. The Mercurial repositories are available in Bitbucket (https://bitbucket.org/fluiddyn/). All codes are documented using Sphinx and Read the Docs, and tested with continuous integration run on Bitbucket Pipelines and Travis. To improve the reuse potential, the codes are as modular as possible, leveraging the simple object-oriented programming model of Python. All codes are also written to be highly efficient, using C++, Cython and Pythran to speedup the performance of critical functions. 

Ämnesord

Natural Sciences  (hsv)

Computer and Information Sciences  (hsv)

Software Engineering  (hsv)

Naturvetenskap  (hsv)

Data- och informationsvetenskap  (hsv)

Programvaruteknik  (hsv)

Engineering and Technology  (hsv)

Mechanical Engineering  (hsv)

Fluid Mechanics and Acoustics  (hsv)

Teknik och teknologier  (hsv)

Maskinteknik  (hsv)

Strömningsmekanik och akustik  (hsv)

SRA - E-Science (SeRC)  (kth)

SRA - E-vetenskap (SeRC)  (kth)

Physics  (kth)

Fysik  (kth)

Genre

government publication  (marcgt)

Indexterm och SAB-rubrik

Fluid dynamics research with Python

Numerical simulations

Laboratory experiments

Free and open-source software

modular

object-oriented

collaborative

efficient

tested

documented