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1 change: 1 addition & 0 deletions arithmetic/workflow.ipynb

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1 change: 0 additions & 1 deletion demo.ipynb

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15 changes: 11 additions & 4 deletions environment.yml
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Expand Up @@ -2,9 +2,16 @@ channels:
- conda-forge
dependencies:
- python =3.12
- myqueue
- rich
- pip
- matplotlib
- myqueue =26.3.0
- rich =15.0.0
- texteditor =1.4.1
- pip =25.2
- ase=3.24.0
- matplotlib=3.10.1
- xmlschema=3.4.3
- optimade=1.2.3
- qe=7.5
- qe-tools=2.0.0
- conda_subprocess =0.0.11
- pip:
- git+https://gitlab.com/asm-dtu/perqueue.git
5 changes: 5 additions & 0 deletions nfdi/source/envs/postprocessing.yaml
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channels:
- conda-forge
dependencies:
- paraview=5.9.1=hfc1cbd4_3_egl
- tectonic=0.8.0=ha1fef3e_1
5 changes: 5 additions & 0 deletions nfdi/source/envs/preprocessing.yaml
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channels:
- conda-forge
dependencies:
- gmsh=4.6.0=hd134328_0
- meshio=5.0.5=pyhd8ed1ab_0
5 changes: 5 additions & 0 deletions nfdi/source/envs/processing.yaml
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channels:
- conda-forge
dependencies:
- fenics=2019.1.0=py39hf3d152e_26
- sympy=1.13.3
3 changes: 3 additions & 0 deletions nfdi/source/macros.tex.template
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\newcommand{\domainSize}{${DOMAINSIZE}}
\newcommand{\numDofs}{${NUMDOFS}}
\newcommand{\plotDataPath}{${PLOTDATAPATH}}
22 changes: 22 additions & 0 deletions nfdi/source/paper.tex
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\documentclass[12pt]{article}
\usepackage{graphicx}
\usepackage{pgfplots}

\input{macros}

\title{An exemplary workflow}

\begin{document}
\maketitle

\begin{figure}[h]
\centering%
\begin{tikzpicture}
\begin{axis}[]
\addplot[color=red,smooth,thick] table[col sep=comma,header=true,x index=2,y index=0] {\plotDataPath};
\end{axis}
\end{tikzpicture}
\caption{Solution of the poisson equation over the line $L = \{(x, y)\in\Omega = {(0, \domainSize{})}^2 | x = y\}$ using \numDofs{} DoFs in the finite element model.}%
\end{figure}

\end{document}
108 changes: 108 additions & 0 deletions nfdi/source/poisson.py
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"""
solution of the poisson equation on the unit square
"""

from argparse import ArgumentParser
import dolfin as df


def boundary_expression():
"""Defines the function to be used for the boundary conditions"""
return "1.0 + x[0] * x[0] + 2.0 * x[1] * x[1]"


def solve_poisson(
meshfile: str, degree: int, bc_expression: str = boundary_expression()
):
"""solves the poisson equation

Parameters
----------
meshfile : str
FilePath to the mesh in xdmf format.
degree : int
Degree of the finite element space.

Returns
-------
solution : df.Function
"""
mesh = df.Mesh()
with df.XDMFFile(meshfile) as instream:
instream.read(mesh)
func_space = df.FunctionSpace(mesh, "CG", degree)
boundary_data = df.Expression(bc_expression, degree=2)

def boundary(_, on_boundary):
return on_boundary

boundary_conditions = df.DirichletBC(func_space, boundary_data, boundary)
trial_function = df.TrialFunction(func_space)
test_function = df.TestFunction(func_space)
source = df.Constant(-6.0)
lhs = df.dot(df.grad(trial_function), df.grad(test_function)) * df.dx
rhs = source * test_function * df.dx

solution = df.Function(func_space)
df.solve(lhs == rhs, solution, boundary_conditions)
return solution


def solve_and_write_output(
mesh: str, degree: int, outputfile: str, numdofs=None, return_dofs=False
):
"""solves the poisson equation and writes the solution
and the number of degrees of freedom to the given file

Parameters
----------
meshfile : str
FilePath to the mesh in xdmf format.
degree : int
Degree of the finite element space.
outputfile : str
FilePath to the output file into which the solution is written.
numdofs : optional, str
FilePath to which the number of degrees of freedom is written.
return_dofs : optional, bool
If True, return number of degrees of freedom.
"""
discrete_solution = solve_poisson(mesh, degree)
discrete_solution.rename("u", discrete_solution.name())
resultFile = df.File(outputfile)
resultFile << discrete_solution

dofs = discrete_solution.function_space().dim()
print(f"Number of dofs used: {dofs}")

if numdofs is not None:
with open(numdofs, "w") as handle:
handle.write("{}\n".format(dofs))
if return_dofs:
return dofs


if __name__ == "__main__":
PARSER = ArgumentParser(description="run script for the poisson problem")
PARSER.add_argument("-m", "--mesh", required=True, help="mesh file to be used")
PARSER.add_argument(
"-d", "--degree", required=True, help="polynomial order to be used"
)
PARSER.add_argument(
"-o",
"--outputfile",
required=True,
help="file name for the output to be written",
)
PARSER.add_argument(
"-n",
"--num-dofs",
required=False,
default=None,
help="file name for the number of DoFs to be written",
)
ARGS = vars(PARSER.parse_args())

solve_and_write_output(
ARGS["mesh"], int(ARGS["degree"]), ARGS["outputfile"], ARGS["num_dofs"]
)
54 changes: 54 additions & 0 deletions nfdi/source/postprocessing.py
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"""
$ pvbatch postprocessing.py -h
"""

import sys
import argparse
from paraview.simple import (
PlotOverLine,
PVDReader,
SaveData,
UpdatePipeline,
)


def main(args):
pvd_file = args.pvd
source = PVDReader(registrationName="poisson.pvd", FileName=[pvd_file])
source.PointArrays = [args.field]
UpdatePipeline()

(xmin, xmax, ymin, ymax, zmin, zmax) = source.GetDataInformation().GetBounds()
# init the 'Line' selected for 'Source'
plotOverLine1 = PlotOverLine(
registrationName="PlotOverLine1", Input=source, Source="Line"
)
plotOverLine1.Source.Point1 = [xmin, ymin, zmin]
plotOverLine1.Source.Point2 = [xmax, ymax, zmax]
UpdatePipeline()

# save data
SaveData(
args.csv,
proxy=plotOverLine1,
ChooseArraysToWrite=1,
PointDataArrays=["arc_length", args.field, "vtkValidPointMask"],
)


if __name__ == "__main__":
parser = argparse.ArgumentParser(
prog=f"pvbatch {__file__}",
description="Plots the solution over a line and writes the data to file.",
usage="%(prog)s [options] pvd csv",
)
parser.add_argument("pvd", type=str, help="The source pvd filepath.")
parser.add_argument("csv", type=str, help="The target csv filepath.")
parser.add_argument(
"--field",
type=str,
default="u",
help="Field variable to plot (default: u)",
)
args = parser.parse_args(sys.argv[1:])
main(args)
43 changes: 43 additions & 0 deletions nfdi/source/prepare_paper_macros.py
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"""
places the correct values into the paper macros template file
"""

import string
import argparse

PARSER = argparse.ArgumentParser(
description="Place computed values in the paper macros template file"
)
PARSER.add_argument(
"-f", "--macro-template-file",
required=False, default="macros.tex.template",
help="The macro template file"
)
PARSER.add_argument(
"-o", "--output-macro-file",
required=False, default="macros.tex",
help="The macro file to be written"
)
PARSER.add_argument(
"-s", "--domain-size",
required=True, help="The computed domain size",
)
PARSER.add_argument(
"-n", "--num-dofs",
required=True, help="The computed number of dofs",
)
PARSER.add_argument(
"-p", "--plot-data-path",
required=True, help="The path to the data for the plot over line"
)
ARGS = vars(PARSER.parse_args())


with open(ARGS["output_macro_file"], "w") as out_file:
with open(ARGS["macro_template_file"], "r") as in_file:
raw = string.Template(in_file.read())
out_file.write(raw.substitute({
"DOMAINSIZE": ARGS["domain_size"],
"NUMDOFS": ARGS["num_dofs"],
"PLOTDATAPATH": ARGS["plot_data_path"]
}))
9 changes: 9 additions & 0 deletions nfdi/source/unit_square.geo
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DefineConstant[ domain_size = 1.0 ];
DefineConstant[ mesh_size = domain_size/4.0 ];

SetFactory("OpenCASCADE");
Rectangle(1) = {0, 0, 0, domain_size, domain_size, 0};
Physical Surface(1) = {1};

Printf("Used domain size: %f", domain_size);
Printf("Used mesh size: %f", mesh_size);
33 changes: 33 additions & 0 deletions nfdi/workflow.json
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{
"version": "0.1.0",
"nodes": [
{"id": 0, "type": "function", "value": "workflow.generate_mesh"},
{"id": 1, "type": "function", "value": "workflow.convert_to_xdmf"},
{"id": 2, "type": "function", "value": "workflow.poisson"},
{"id": 3, "type": "function", "value": "workflow.plot_over_line"},
{"id": 4, "type": "function", "value": "workflow.substitute_macros"},
{"id": 5, "type": "function", "value": "workflow.compile_paper"},
{"id": 6, "type": "input", "value": 2.0, "name": "domain_size"},
{"id": 7, "type": "input", "value": "source", "name": "source_directory"},
{"id": 8, "type": "output", "name": "result"}
],
"edges": [
{"target": 0, "targetPort": "domain_size", "source": 6, "sourcePort": null},
{"target": 0, "targetPort": "source_directory", "source": 7, "sourcePort": null},
{"target": 1, "targetPort": "gmsh_output_file", "source": 0, "sourcePort": null},
{"target": 2, "targetPort": "meshio_output_xdmf", "source": 1, "sourcePort": "xdmf_file"},
{"target": 2, "targetPort": "meshio_output_h5", "source": 1, "sourcePort": "h5_file"},
{"target": 2, "targetPort": "source_directory", "source": 7, "sourcePort": null},
{"target": 3, "targetPort": "poisson_output_pvd_file", "source": 2, "sourcePort": "pvd_file"},
{"target": 3, "targetPort": "poisson_output_vtu_file", "source": 2, "sourcePort": "vtu_file"},
{"target": 3, "targetPort": "source_directory", "source": 7, "sourcePort": null},
{"target": 4, "targetPort": "pvbatch_output_file", "source": 3, "sourcePort": null},
{"target": 4, "targetPort": "ndofs", "source": 2, "sourcePort": "numdofs"},
{"target": 4, "targetPort": "domain_size", "source": 6, "sourcePort": null},
{"target": 4, "targetPort": "source_directory", "source": 7, "sourcePort": null},
{"target": 5, "targetPort": "macros_tex", "source": 4, "sourcePort": null},
{"target": 5, "targetPort": "plot_file", "source": 3, "sourcePort": null},
{"target": 5, "targetPort": "source_directory", "source": 7, "sourcePort": null},
{"target": 8, "targetPort": null, "source": 5, "sourcePort": null}
]
}
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