A simple module for generating plots from Fortran using Python's matplotlib.pyplot.
Status
Overview
Currently, this module can be used to generate simple plots from Fortran. Eventually, it may be expanded to provide additional features and other types of plots.
The way it works is simply to generate a Python script with the plotting code, which
is then executed from the command line using the Fortran execute_command_line
function.
Compiling
The module requires a modern Fortran compiler (it uses various Fortran 2003/2008 features such as deferred-length strings). It should work fine with the latest gfortran or ifort compilers.
A fmp.toml
file is provided for compiling pyplot-fortran with the Fortran Package Manager. For example, to build:
fpm build --profile release
By default, the library is built with double precision (real64
) real values. Explicitly specifying the real kind can be done using the following processor flags:
Preprocessor flag | Kind | Number of bytes |
---|---|---|
REAL32 |
real(kind=real32) |
4 |
REAL64 |
real(kind=real64) |
8 |
REAL128 |
real(kind=real128) |
16 |
For example, to build a single precision version of the library, use:
fpm build --profile release --flag "-DREAL32"
To run the unit tests:
fpm test
To use pyplot-fortran
within your fpm project, add the following to your fpm.toml
file:
[dependencies]
pyplot-fortran = { git="https://github.com/jacobwilliams/pyplot-fortran.git" }
or, to use a specific version:
[dependencies]
pyplot-fortran = { git="https://github.com/jacobwilliams/pyplot-fortran.git", tag = "3.3.0" }
To generate the documentation using ford, run: ford pyplot-fortran.md
Supported plot types
matplotlib.pyplot.plot
-- 2D/3D plot of lines and/or markersmatplotlib.pyplot.bar
-- bar plotmatplotlib.pyplot.contour
-- contour plotmatplotlib.pyplot.contourf
-- filled contour plotmatplotlib.pyplot.imshow
-- image plotmatplotlib.pyplot.hist
-- histogram plotmatplotlib.pyplot.errorbar
-- errorbar plotmpl_toolkits.mplot3d.axes3d.Axes3D.plot_surface
-- surface plotmpl_toolkits.mplot3d.axes3d.Axes3D.plot_wireframe
-- 3D wireframe
Example
The following example generates a plot of the sine function:
program test
use,intrinsic :: iso_fortran_env, only: wp => real64
use pyplot_module
implicit none
real(wp),dimension(100) :: x,sx
type(pyplot) :: plt
integer :: i
!generate some data:
x = [(real(i,wp), i=0,size(x)-1)]/5.0_wp
sx = sin(x)
!plot it:
call plt%initialize(grid=.true.,xlabel='angle (rad)',&
title='Plot of $\sin(x)$',legend=.true.)
call plt%add_plot(x,sx,label='$\sin(x)$',linestyle='b-o',markersize=5,linewidth=2)
call plt%savefig('sinx.png', pyfile='sinx.py')
end program test
Documentation
- The API documentation for the current
master
branch can be found here. This is generated by processing the source files with FORD.