postproc is a Python library for post-processing Computational Fluid Dynamics simulations (CFD) data I produce for my PhD. The following modules are provided:
-
cylinder_forces.py: a set of functions which allow to extract useful information from the forces on a body provided with a time series of the lift force. -
calc.py: module containing functions to compute flow field operations such as derivatives, averages, decompositions and vorticity vector calculation. -
io.py: functions related to import data from Fortran simulations in binary or ASCII format. Imports 2D or 3D flow fields with a specified number of components. It also imports text files written in columns with theunpack*functions. -
plotter.py: module equipped with subroutines to generate many different type of plots according to the input data. From 2D contours to CL-t graphs and turbulent kinetic energy plots, Lumley's triagle plot and more. -
anisotropy_tensor.py: functions to compute the normalized Reynolds stresses anisotropy tensor from the Reynolds stresses tensor and its invariants. -
frequency_spectra.py: module to compute the frequency spectra of a temporal signal. -
wavenumber_spectra.py: module to compute the wavenumber spectra of a spatial vector or scalar field.
The use of a virtual environment is recommended for the installation of the package. Here we will use conda. Create a new conda environment with based on python 3.6 as follows:
conda create --name my_env python=3.6
Activate the environment and install the package using pip:
source activate my_env
pip install -e ~/postproc
The environment can be deactivated running conda deactivate. In order to be able to perform modification on the package without the need of reinstalling the -e (editable) argument is used. This provides the source path of the package to the conda environment so any modifications on the source code (the folder you have downloaded and installed from) is immediately available with no need to re-install.
To use the package just activate the conda environment in your terminal with source activate my_env or load it into your preferred IDE. In your python script, you can import the modules with:
import postproc.calc as calc
import postproc.cylinder_forces as cf
import postproc.io as io
import postproc.plotter as plotter
See the /tests folder for sample scripts (sample data is included).