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Here, we first import the libraries" ], - "id": "1fb731e2-946b-4b2c-b1d0-a4c95cbead71" + "id": "abf74bb3-e113-461f-b7bc-f589a414864d" }, { "cell_type": "code", @@ -124,7 +124,7 @@ "Let us define a grid of points within the domain\n", "$x, y \\in [-5, 5] \\times [-5, 5]$" ], - "id": "df94af4b-7062-4293-b463-dcdfae4d2852" + "id": "bed6e569-2a1c-4182-9408-b7d1da18b958" }, { "cell_type": "code", @@ -147,7 +147,7 @@ "Implement the computation for the components of the velocity vector at\n", "every point $(x, y)$ on the grid using `numpy` math functions." ], - "id": "5f1acbb6-d188-4e91-8650-3c6a46d4641e" + "id": "f5bb1e77-ad71-4c99-a75f-41f28a9271a0" }, { "cell_type": "code", @@ -170,7 +170,7 @@ "\n", "We can now visualize the velocity field using a `quiver` plot" ], - "id": "3845a490-3e53-4c19-8e37-5ef2baf1cc32" + "id": "37ebb385-f814-4ad0-99e6-b1d1582acc39" }, { "cell_type": "code", @@ -211,7 +211,7 @@ "Calculate the components of the velocity gradient tensor and implement\n", "the computation in the following" ], - "id": "b6bc8885-d1e7-4f6e-91c1-aa3892825f25" + "id": "92a71198-0e9f-464d-94ee-cb663107c54c" }, { "cell_type": "code", @@ -237,7 +237,7 @@ "We can now visualize the components of the velocity gradient\n", "individually." ], - "id": "7f2ce358-da15-44a3-9708-7ed72e344671" + "id": "5f20a432-12ec-43dc-997f-d88487778e64" }, { "cell_type": "code", @@ -306,7 +306,7 @@ "Calculate the divergence of the velocity field using already computed\n", "quatities, and implement it in the following." ], - "id": "019988cd-d42c-4f1c-bf52-8b93e6a46b91" + "id": "d9fb147a-bd33-4f5d-a277-50fff9070635" }, { "cell_type": "code", @@ -328,7 +328,7 @@ "\n", "Plot the divergence of the velocity field and interpret the result" ], - "id": "14d0f198-3053-4cc7-b87f-988c1156839e" + "id": "67ee1e47-1e31-4eb0-b7cb-6d82bac15489" }, { "cell_type": "code", @@ -353,7 +353,7 @@ "Calculate the vorticity (or curl) of the velocity field using previously\n", "computed quantities and implement it in the following" ], - "id": "97ba333f-3efe-4e31-86d0-02593005134b" + "id": "c8ea7882-9eae-4dca-8293-1813facf2cbd" }, { "cell_type": "code", @@ -375,7 +375,7 @@ "\n", "Plot the divergence of the velocity field and interpret the result." ], - "id": "b74dcb65-b051-47d5-a010-40907b3be8d9" + "id": "eccb4fa7-ae6e-4297-9d4a-fd682d537ee4" }, { "cell_type": "code", @@ -585,7 +585,7 @@ "image/png": 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55ptvrGovKCgI58+ft2i/uUxLhUKBqKgoREVFQaFQQK/XY9q0aVAqlVAoFFi+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fj8Vi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ajWzfvh3o7BhV14fOjKijR4/ywx/+UJu+krKysr4xA8vdGUBZWVlMmTJFO36rV692S7tCXA+6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\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rWVFREUlJSbi4uNC0aVMWLlwIwIQJE+jZsyfl5eV88cUX7N27l6FDh7JixQoCAwOt70dE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\nAABQGraEAwAAAAClobAEAAAAAEpDYQkAAAAAlMYXV1S3q/0L7VsAAAA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} }, - "id": "fafedab6-a7d7-4130-ae93-f90bf03bb578" + "id": "3be0d44e-c8bd-4179-bd80-d0efa84421bd" }, { "cell_type": "raw", @@ -595,7 +595,7 @@ "source": [ "<!-- the svg (inkscape) graphic is included in this folder, in case it needs to be modified -->" ], - "id": "ca9c08be-a791-4fd4-ac0e-23020b58a927" + "id": "6670807a-8cbe-42e2-8d34-165c02b0463f" }, { "cell_type": "markdown", @@ -825,7 +825,7 @@ "image/png": 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} }, - "id": "ff786b17-7a37-42a6-a4fc-01993b1c60b8" + "id": "634b0c3c-6b43-4763-a337-8d9e5e47a64c" }, { "cell_type": "raw", @@ -141,7 +141,7 @@ "source": [ "<!-- {{< include /content/problems/problems/p-karman_vortex/all.qmd >}} -->" ], - "id": "eeea9087-43ef-4791-bd0d-ec54a57f89ce" + "id": "41e5ce59-89b0-4934-9a70-e54914276bec" }, { "cell_type": "markdown", @@ -257,7 +257,7 @@ "\n", "Describe in your own words what the different equations model." ], - "id": "de96a527-6606-4ce6-8c7e-79f26d80986b" + "id": "25a6154a-fd00-4aab-b109-376956097603" } ], "nbformat": 4, diff --git a/public/content/exercises/homework04.pdf b/public/content/exercises/homework04.pdf index 88212bf9345642172cce3dc91042ab19785aa65d..94afaf6f3b50abf8a01788e7c59901735d4ec32f 100644 GIT binary patch delta 1552 zcmX?jn)%>q<_$~l)@NFX{s~gEj=OI%dGZdo+tsgbRs_2H@0}HAc6k1?v#)O-{aV3v z{OI{rA766!N0+Uiu2o$w+WF$c^2JAAR8@)E2mLxVVdd17JyW-aP5rjeY>`pWHMelF z7|}%uJo^s|ZRHddpQa^Vl3TiT&Ew~Otdh~U11wh;?w!7MaaZ-6m5)v@u5XCj@O@F& 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The only\n", "> python dependencies of this notebook are `numpy` and `matplotlib`." ], - "id": "49ae6b4a-a90e-416c-87ee-aef0505bcf9b" + "id": "dde6d513-664d-41f6-98fe-551ae5e04e99" } ], "nbformat": 4, diff --git a/public/content/exercises/homework05.pdf b/public/content/exercises/homework05.pdf index e799e937f79224623a26079a0b781aae627d01a1..9a3e8ac115b0ccdc9e66bec70e078728c0773a79 100644 GIT binary patch delta 1875 zcmex-nd$RorVU4@Gn#BZHr;`%epdDdll{*E`{m!yI+@wA{98k<VceC20qd77UiK&R z-k*y7J0$%Rwig_hko$09N9t#*FDG_ryR%f=%j&S1Uw++jz>7OpJ5uv`cB*!6#oEZF zmRzx(nJ-TI|A^GgR@QnQy6k1=)QwvW8Md#~J?0%3Ex5nr>4kJ<-Q%l88Pzh=-dfgw zO_}xk*6XgQrAv=HeR<<`WzNd3ID5@y)7D&k#%#Exn`_zf?a5y}{H{i9)_%*QA~rQ; z8DDyFWa6B46EA2#&e7e;@~u?1Z@<9V<|XTwuIu@-#A4+tAJ_MfSF}zMH`7>enW>?u z9>U$aZco_~sa}<<4%dwZLYHvuy&fDUC|UK9bz^<$(kZ-;F1Khf?#*o$QfX}4DdHm) zw|Avagm~ST7uqF>vmRdw%?_31bvCRzA^I%++DnJ_8lg8SMpe7j6Qh(C?d0lP7~a}+ z@2z8AXk}HuoBp3$k}eHjI!v;cuW~qE`RnSrP?LTcHltHr4-68VsstsgE={`l=Y>Uv 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iooKCggwmg6vasmWLvUP5gw8+0JgxY5Sbm6vKykrDyQA0lA0bNkj6z8Z0OP9L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SkoTCwkJJJV8QBCE0NFTQ6XSCq6urkJ+fz8vDyicIgvDLL78Iv/zyi1BeXi44ODjwYzWZ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\nUJDkfLP51p5KuNH1scxYtkZ8vUnnUKlUfICVlJQ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zo(})1@_%XOv&c;8GVR>L@>Pk-OYclc>san*tkEWwd5mL$TZCKv{73b-E(WdJp&O~T zC285&a?^-IUXjw@G_#}4?u)BlTDS1X+x|)Z^Y!!e&uOLVb;pNoW%<gZvis_mbF0}r zT2?zSWihKrY;AH0&N|pS@89?5S~)8tk4&4jR8~{>Up7PP(nY+#L$=KReotDxj#s_= z$~XD9(%GV1sd*{IB}J);xm>Av)BScZu}yz`oJrCt(ag-k(#XuhEG^O4+|Vp3*}y!} zD8<Y$(Kt2H+}PCA&W4bR>2@cWnwbtIPd|Ku={oaMox{`To@7$wFyvBIb@g}S0st*N Bpq~H$ diff --git a/public/content/exercises/notebooks/intro.html b/public/content/exercises/notebooks/intro.html index 557f6b5..17a502a 100644 --- a/public/content/exercises/notebooks/intro.html +++ b/public/content/exercises/notebooks/intro.html @@ -327,7 +327,7 @@ window.Quarto = { <blockquote class="blockquote"> <p>Make sure to download and unpack the <a href="https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/library.tar.gz">library.tar.gz</a> file in the same directory as this notebook.</p> </blockquote> -<div id="67992112" class="cell" data-execution_count="1"> +<div id="67992112" class="cell"> <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> mpi4py <span class="im">import</span> MPI</span> <span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span> <span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a></span> @@ -336,14 +336,15 @@ window.Quarto = { <span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a></span> <span id="cb1-7"><a href="#cb1-7" aria-hidden="true" tabindex="-1"></a> CMM_DIR <span class="op">=</span> os.getcwd()</span> <span id="cb1-8"><a href="#cb1-8" aria-hidden="true" tabindex="-1"></a> username <span class="op">=</span> os.getenv(<span class="st">"USER"</span>) <span class="kw">or</span> os.geteuid()</span> -<span id="cb1-9"><a href="#cb1-9" aria-hidden="true" tabindex="-1"></a></span> -<span id="cb1-10"><a href="#cb1-10" aria-hidden="true" tabindex="-1"></a> <span class="co"># Set XDG_RUNTIME_DIR to a valid directory</span></span> -<span id="cb1-11"><a href="#cb1-11" aria-hidden="true" tabindex="-1"></a> os.environ[<span class="st">"XDG_RUNTIME_DIR"</span>] <span class="op">=</span> <span class="ss">f"/tmp/runtime-</span><span class="sc">{</span>username<span class="sc">}</span><span class="ss">"</span></span> -<span id="cb1-12"><a href="#cb1-12" aria-hidden="true" tabindex="-1"></a> os.makedirs(os.environ[<span class="st">"XDG_RUNTIME_DIR"</span>], exist_ok<span class="op">=</span><span class="va">True</span>)</span> -<span id="cb1-13"><a href="#cb1-13" aria-hidden="true" tabindex="-1"></a> os.chmod(os.environ[<span class="st">"XDG_RUNTIME_DIR"</span>], <span class="bn">0o700</span>)</span> -<span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a><span class="cf">except</span> <span class="pp">Exception</span> <span class="im">as</span> e:</span> -<span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a> <span class="bu">print</span>(<span class="ss">f"Failed to set XDG_RUNTIME_DIR: </span><span class="sc">{</span>e<span class="sc">}</span><span class="ss">"</span>)</span> -<span id="cb1-16"><a href="#cb1-16" aria-hidden="true" tabindex="-1"></a> <span class="bu">print</span>(<span class="st">"You might get some warnings, but it should still work."</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div> +<span id="cb1-9"><a href="#cb1-9" aria-hidden="true" tabindex="-1"></a> os.environ[<span class="st">"PYTHONPATH"</span>] <span class="op">=</span> <span class="ss">f"</span><span class="sc">{</span>CMM_DIR<span class="sc">}</span><span class="ss">:</span><span class="sc">{</span>os<span class="sc">.</span>environ<span class="sc">.</span>get(<span class="st">'PYTHONPATH'</span>, <span class="st">''</span>)<span class="sc">}</span><span class="ss">"</span></span> +<span id="cb1-10"><a href="#cb1-10" aria-hidden="true" tabindex="-1"></a></span> +<span id="cb1-11"><a href="#cb1-11" aria-hidden="true" tabindex="-1"></a> <span class="co"># Set XDG_RUNTIME_DIR to a valid directory</span></span> +<span id="cb1-12"><a href="#cb1-12" aria-hidden="true" tabindex="-1"></a> os.environ[<span class="st">"XDG_RUNTIME_DIR"</span>] <span class="op">=</span> <span class="ss">f"/tmp/runtime-</span><span class="sc">{</span>username<span class="sc">}</span><span class="ss">"</span></span> +<span id="cb1-13"><a href="#cb1-13" aria-hidden="true" tabindex="-1"></a> os.makedirs(os.environ[<span class="st">"XDG_RUNTIME_DIR"</span>], exist_ok<span class="op">=</span><span class="va">True</span>)</span> +<span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a> os.chmod(os.environ[<span class="st">"XDG_RUNTIME_DIR"</span>], <span class="bn">0o700</span>)</span> +<span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a><span class="cf">except</span> <span class="pp">Exception</span> <span class="im">as</span> e:</span> +<span id="cb1-16"><a href="#cb1-16" aria-hidden="true" tabindex="-1"></a> <span class="bu">print</span>(<span class="ss">f"Failed to set XDG_RUNTIME_DIR: </span><span class="sc">{</span>e<span class="sc">}</span><span class="ss">"</span>)</span> +<span id="cb1-17"><a href="#cb1-17" aria-hidden="true" tabindex="-1"></a> <span class="bu">print</span>(<span class="st">"You might get some warnings, but it should still work."</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div> </div> </section> <section id="mesh-and-computational-domain" class="level1"> @@ -523,7 +524,7 @@ window.Quarto = { </div> </div> <p>Then, we create a writer for the VTK file to store our results on disk.</p> -<div id="529bcf95" class="cell" data-execution_count="9"> +<div id="529bcf95" class="cell" data-execution_count="10"> <div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> dolfinx.io <span class="im">import</span> VTKFile</span> <span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> library.helpers <span class="im">import</span> make_unique_dir</span> <span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a></span> @@ -537,14 +538,14 @@ window.Quarto = { <span id="cb11-11"><a href="#cb11-11" aria-hidden="true" tabindex="-1"></a></span> <span id="cb11-12"><a href="#cb11-12" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"Writing solution to file "</span> <span class="op">+</span> vtk_file_abs_path_name)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div> <div class="cell-output cell-output-stdout"> -<pre><code>Writing solution to file /home/is086873/CMM/output_intro/simulation.pvd</code></pre> +<pre><code>Writing solution to file /workspaces/cmm/content/exercises/notebooks/output_intro/simulation.pvd</code></pre> </div> </div> </section> <section id="this-is-where-the-magic-happens" class="level1"> <h1>This is where the magic happens</h1> <p>We now reap the true benefit of modern FEM backends: we can assemble the linear system and solve it in a single line of code.</p> -<div id="06034319" class="cell" data-execution_count="10"> +<div id="06034319" class="cell" data-execution_count="11"> <div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> dolfinx.fem.petsc <span class="im">import</span> LinearProblem</span> <span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a></span> <span id="cb13-3"><a href="#cb13-3" aria-hidden="true" tabindex="-1"></a>linear_solver_options <span class="op">=</span> {<span class="st">"ksp_type"</span>: <span class="st">"preonly"</span>, <span class="st">"pc_type"</span>: <span class="st">"lu"</span>}</span> @@ -571,7 +572,7 @@ window.Quarto = { <h1>Visualization</h1> <p>There are different ways to visualize the solution. For a check of the solution from within our python script, we can visualize the solution using <code>pyvista</code>.</p> <p>The result is not super pretty but we can check that the solution indeed “looks” like a linear connection between the boundary conditions</p> -<div id="1430c77b" class="cell" data-execution_count="11"> +<div id="1430c77b" class="cell" data-execution_count="12"> <div class="sourceCode cell-code" id="cb14"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="cf">if</span> has_visualization:</span> <span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a> cells, types, x <span class="op">=</span> dolfinx.plot.vtk_mesh(V_h)</span> <span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a> grid <span class="op">=</span> pyvista.UnstructuredGrid(cells, types, x)</span> @@ -601,10 +602,10 @@ window.Quarto = { <section id="post-processing-with-paraview" class="level1"> <h1>Post-processing with Paraview</h1> <p>We can also visualize the solution using Paraview. To do that, we open the files written to the following location</p> -<div id="d277e7ca" class="cell" data-execution_count="12"> +<div id="d277e7ca" class="cell" data-execution_count="13"> <div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(vtk_file_abs_path_name)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div> <div class="cell-output cell-output-stdout"> -<pre><code>/home/is086873/CMM/output_intro/simulation.pvd</code></pre> +<pre><code>/workspaces/cmm/content/exercises/notebooks/output_intro/simulation.pvd</code></pre> </div> </div> </section> @@ -614,7 +615,7 @@ window.Quarto = { <p><span class="math display">\[ u_{\text{exact}}(x,y) = 1 - x \quad \text{ for } x \in [0,1], y \in [0,1] \]</span></p> -<div id="1ae66bfb" class="cell" data-execution_count="13"> +<div id="1ae66bfb" class="cell" data-execution_count="14"> <div class="sourceCode cell-code" id="cb17"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> dolfinx.fem <span class="im">import</span> assemble_scalar, form</span> <span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> petsc4py <span class="im">import</span> PETSc</span> <span id="cb17-3"><a href="#cb17-3" aria-hidden="true" tabindex="-1"></a></span> diff --git a/public/content/exercises/notebooks/intro.out.ipynb b/public/content/exercises/notebooks/intro.out.ipynb index 696e099..3beab4f 100644 --- a/public/content/exercises/notebooks/intro.out.ipynb +++ b/public/content/exercises/notebooks/intro.out.ipynb @@ -48,11 +48,11 @@ "> [library.tar.gz](https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/library.tar.gz)\n", "> file in the same directory as this notebook." ], - "id": "8e98139b-a73e-4e70-a1c2-324c5512d5c8" + "id": "278b7043-c623-4534-81d0-04ac9d306594" }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -64,6 +64,7 @@ "\n", " CMM_DIR = os.getcwd()\n", " username = os.getenv(\"USER\") or os.geteuid()\n", + " os.environ[\"PYTHONPATH\"] = f\"{CMM_DIR}:{os.environ.get('PYTHONPATH', '')}\"\n", "\n", " # Set XDG_RUNTIME_DIR to a valid directory\n", " os.environ[\"XDG_RUNTIME_DIR\"] = f\"/tmp/runtime-{username}\"\n", @@ -87,7 +88,7 @@ "Here, he have the choice between different discretization types,\n", "e.g. quadrilateral, triangular etc." ], - "id": "b5cef740-7f07-4641-9e38-4968c964973b" + "id": "bfa013cb-5024-47e9-a109-12a71478de4d" }, { "cell_type": "code", @@ -165,7 +166,7 @@ "quadrilateral mesh that we created (*check out what it looks like\n", "[here](https://defelement.org/elements/examples/quadrilateral-lagrange-equispaced-1.html)*)" ], - "id": "02def829-211f-4883-b4dc-9de70db17d06" + "id": "708fcbc7-f552-45fc-8d30-c63d3313dcfa" }, { "cell_type": "code", @@ -196,7 +197,7 @@ "source": [ "Lets have a look at our beautiful mesh:" ], - "id": "8697267b-69df-4323-a535-4480ae761fc6" + "id": "31f9b2ba-9f88-47ac-83a7-b62704941a18" }, { "cell_type": "code", @@ -258,7 +259,7 @@ "\n", "Let’s see how we can write the weak form in UFL." ], - "id": "c296fd17-1295-478b-bd61-c18cc207692b" + "id": "505d0532-fc10-49df-89ed-c0e780a0f3ef" }, { "cell_type": "code", @@ -303,7 +304,7 @@ "consider to be the left and right boundary of the domain ($x=0$ and\n", "$x=1$)." ], - "id": "b9f23eb3-f492-43f2-8a5b-59ba6eaec38a" + "id": "ebdf7aa7-f842-4a2c-b020-7eadf9797bea" }, { "cell_type": "code", @@ -329,7 +330,7 @@ "We now create two boundary conditions for a constant value of $g=1$ on\n", "the left boundary and $g=0$ on the right boundary." ], - "id": "884b45b4-3ca1-4173-b8be-612699fd1b31" + "id": "adb48d88-99be-4b69-be87-e21d47f2ac08" }, { "cell_type": "code", @@ -389,7 +390,7 @@ "The function lives in the same approximation space as our trial function\n", "$u_h$ and is initialized to zero:" ], - "id": "c2719d1f-3e69-4592-8fbe-c9cdb93a0afd" + "id": "1c35decb-d45a-4559-abaa-24ecc8ebba4f" }, { "cell_type": "code", @@ -418,18 +419,18 @@ "source": [ "Then, we create a writer for the VTK file to store our results on disk." ], - "id": "c683875a-68ba-4294-8716-67f949b42d7c" + "id": "29c18105-439d-4ee1-a66f-67c97fd93592" }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ - "Writing solution to file /home/is086873/CMM/output_intro/simulation.pvd" + "Writing solution to file /workspaces/cmm/content/exercises/notebooks/output_intro/simulation.pvd" ] } ], @@ -458,11 +459,11 @@ "We now reap the true benefit of modern FEM backends: we can assemble the\n", "linear system and solve it in a single line of code." ], - "id": "d1d9e591-7253-42a4-87df-655e4c92674d" + "id": "629bdf23-9349-41b8-a4ea-0e033907f27d" }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -504,18 +505,18 @@ "The result is not super pretty but we can check that the solution indeed\n", "“looks” like a linear connection between the boundary conditions" ], - "id": "3a46c7d3-fad0-4e7a-a51f-a1d8e2ffd349" + "id": "9ce89b5e-9698-4b67-afa3-7d1905a9b1b4" }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { - "image/png": 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mU6ajTeKeMp0dZMoE+TViIAwSzQTKIlMmgU4JSSWZI8JMTiJnpD4j0eqQvjgQ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\nCAIMhIHASCFEgAgQASJgKgL/Dx2gT+nlywnnAAAAAElFTkSuQmCC\n" 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YMA4/AGNsY0EV3wKffPJJLK7CrOINCWuqoNjAjsKdt95xEQgCEBKLohMnTgRtFcuw2OyP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\nHZRPL/v1de7X9wqVl346VAoU/5YuVT59VdBtqSz+6gQdLMW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} } ], @@ -549,18 +550,18 @@ "We can also visualize the solution using Paraview. To do that, we open\n", "the files written to the following location" ], - "id": "0c942d13-2ada-4c31-bc6a-195a309ab30c" + "id": "48fe5fce-e93f-4c8e-ae5b-2c102769d91b" }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ - "/home/is086873/CMM/output_intro/simulation.pvd" + "/workspaces/cmm/content/exercises/notebooks/output_intro/simulation.pvd" ] } ], @@ -583,11 +584,11 @@ "u_{\\text{exact}}(x,y) = 1 - x \\quad \\text{ for } x \\in [0,1], y \\in [0,1]\n", "$$" ], - "id": "7b89ab62-e4b9-47a4-bfcf-3391f66bc978" + "id": "a357c7df-2a51-4e55-af95-a237b7ccf657" }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -633,7 +634,7 @@ }, "kernelspec": { "name": "python3", - "display_name": "Python 3", + "display_name": "dolfinx-env", "language": "python" }, "language_info": { @@ -646,7 +647,7 @@ "mimetype": "text/x-python", 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content="width=device-width, initial-scale=1.0, user-scalable=yes"> -<title>how_to_homework</title> +<title>How to work on the RWTH Cluster</title> <style> code{white-space: pre-wrap;} span.smallcaps{font-variant: small-caps;} @@ -192,6 +192,7 @@ MathJax = { <li><a href="#way-2-using-vs-code" id="toc-way-2-using-vs-code" class="nav-link" data-scroll-target="#way-2-using-vs-code">Way 2: Using VS-Code</a></li> <li><a href="#way-3-local-installation" id="toc-way-3-local-installation" class="nav-link" data-scroll-target="#way-3-local-installation">Way 3: Local installation</a> <ul class="collapse"> + <li><a href="#using-a-development-container" id="toc-using-a-development-container" class="nav-link" data-scroll-target="#using-a-development-container">Using a development container</a></li> <li><a href="#install-dolfinx" id="toc-install-dolfinx" class="nav-link" data-scroll-target="#install-dolfinx">Install Dolfinx</a></li> </ul></li> <li><a href="#run-your-first-example-program" id="toc-run-your-first-example-program" class="nav-link" data-scroll-target="#run-your-first-example-program">Run your first example program</a></li> @@ -205,9 +206,25 @@ MathJax = { <div class="toc-actions"><ul><li><a href="https://git.rwth-aachen.de/mbd/courses/cmm/issues/new" class="toc-action"><i class="bi bi-git"></i>Report an issue</a></li></ul></div></nav> </div> <!-- main --> -<main class="content" id="quarto-document-content"><header id="title-block-header" class="quarto-title-block"></header> +<main class="content" id="quarto-document-content"> + +<header id="title-block-header" class="quarto-title-block default"> +<div class="quarto-title"> +<h1 class="title">How to work on the RWTH Cluster</h1> +</div> + + + +<div class="quarto-title-meta"> + + + + + </div> + +</header> <section id="how-to-work-on-the-rwth-cluster" class="level1"> @@ -351,14 +368,59 @@ ls</code></pre></li> </section> <section id="way-3-local-installation" class="level2"> <h2 class="anchored" data-anchor-id="way-3-local-installation">Way 3: Local installation</h2> -<p>If you want do develop locally, feel free to do so. There are two things to keep in mind:<br> +<p>If you want do develop locally, feel free to do so. Working on a local VSCode instance can provide extra convenience, such as access to better linting / python autocompletion and other VSCode extensions.</p> +<p>There are however two things to keep in mind:<br> <br> 1. You are responsible to set things up</p> <ol start="2" type="1"> -<li>Your submission needs run run on the environment me provide. Ensure that it there works before you submit your homework!</li> +<li>Your submission needs run run on the environment we provide.</li> +</ol> +<div class="callout callout-style-default callout-important callout-titled"> +<div class="callout-header d-flex align-content-center"> +<div class="callout-icon-container"> +<i class="callout-icon"></i> +</div> +<div class="callout-title-container flex-fill"> +Important +</div> +</div> +<div class="callout-body-container callout-body"> +<p>Make sure that your solution works with the official container on the cluster before you submit your homework!</p> +</div> +</div> +<section id="using-a-development-container" class="level3"> +<h3 class="anchored" data-anchor-id="using-a-development-container">Using a development container</h3> +<p><em>Tested only on Ubuntu / Linux, it probably also works in a windows linux subsystem or on Mac but no guarantee.</em></p> +<p>We provide an “unoffical” VSCode development container to make it as easy as possible to get started with your local VSCode installation.</p> +<p>To try it out, follow these instructions:</p> +<ol type="1"> +<li><p>Set up docker and VSCode for use with the development container following the <a href="https://code.visualstudio.com/docs/devcontainers/containers#_installation">official guide</a></p></li> +<li><p>Create a working directory for your VSCode project, for example <code>cmm_notebooks</code>. Then, download the development container configuration <a href="https://mbd.pages.rwth-aachen.de/courses/cmm/devcontainer.tar.gz">.devcontainer</a> and extract it into this folder.</p></li> +</ol> +<pre><code>mkdir cmm_notebooks +cd cmm_notebooks +wget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/intro.out.ipynb +wget https://mbd.pages.rwth-aachen.de/courses/cmm/devcontainer.tar.gz +tar -xvzf devcontainer.tar.gz +rm devcontainer.tar.gz</code></pre> +<ol start="3" type="1"> +<li><p>Open the folder <code>cmm_notebooks</code> in VSCode. A notification should pop up asking you to open the folder in the development container: <img src="images/dev_container_1.png" class="img-fluid" alt="vs code dev container popup"> Alternatively, press <code>CTRL + Shift + P</code> and enter <code>Dev Containers: Rebuild and Reopen in Container</code>.</p></li> +<li><p>Download and copy the example notebook in your <code>cmm_notebooks</code> folder. Open it in VSCode. The first time you open it you might have to select the Python kernel (<em>top right</em>). Select the kernel from <code>/dolfinx-env/bin/python</code> (<em>first in the list with a star icon</em>)</p></li> </ol> +<div class="quarto-figure quarto-figure-center"> +<figure class="figure"> +<p><img src="images/dev_container_2.png" class="img-fluid figure-img"></p> +<figcaption>selecting dolfinx kernel in jupyter notebook</figcaption> +</figure> +</div> +<ol start="5" type="1"> +<li>Click run all and it should work. <em>Sometimes, the first “Run all” for some reason randomly skips the first cell so just try at least twice.</em></li> +</ol> +<p><img src="images/paste-19.png" class="img-fluid" width="519"></p> +</section> <section id="install-dolfinx" class="level3"> <h3 class="anchored" data-anchor-id="install-dolfinx">Install Dolfinx</h3> +<p>We generally would recommend to try with the development container first(see previous section). 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-4,7 +4,7 @@ "href": "content/exercises/notebooks/intro.html", "title": "My first FenicsX program", "section": "", - "text": "This notebook gives a small introduction to FenicsX, an open-source FEM library. We use the Python API of FenicsX to solve an example PDE problem.\n\nLearning goals\n\nUnderstand the basic structure of a FenicsX program\nLearn the basic building blocks of modern FEM software: mesh, function space, boundary conditions, weak form, and solvers\n\n\n\nPoisson model\nIn this example, we solve the classical Poisson equation for a scalar \\(u\\),\n\\[\n-\\Delta u = f \\text{ in } \\Omega = \\left[0, \\,1\\right] \\times \\left[0,\\,1\\right], \\quad u = g \\text{ on } \\partial\\Omega \\quad ,\n\\]\nwhere \\(\\Omega\\) is the domain of interest, \\(f\\) is a given scalar source term, and \\(g\\) is a Dirichlet boundary condition.\n\n\nStructure\nBelow, we learn how to\n\ncreate a mesh for a simple domain\npick discrete FEM function spaces (which functions do we use to approximate the PDE solution?)\ndefine the weak form of the PDE\napply boundary conditions\nassemble and solve the linear system resulting from the discretization\nvisualize the solution\n\n\n\nLet’s go!\nFirst, we import some of the necessary python libraries\n\nMake sure to download and unpack the library.tar.gz file in the same directory as this notebook.\n\n\nfrom mpi4py import MPI\nimport numpy as np\n\ntry:\n import os\n\n CMM_DIR = os.getcwd()\n username = os.getenv(\"USER\") or os.geteuid()\n\n # Set XDG_RUNTIME_DIR to a valid directory\n os.environ[\"XDG_RUNTIME_DIR\"] = f\"/tmp/runtime-{username}\"\n os.makedirs(os.environ[\"XDG_RUNTIME_DIR\"], exist_ok=True)\n os.chmod(os.environ[\"XDG_RUNTIME_DIR\"], 0o700)\nexcept Exception as e:\n print(f\"Failed to set XDG_RUNTIME_DIR: {e}\")\n print(\"You might get some warnings, but it should still work.\")\n\n\n\nMesh and computational domain\nThe basis for our discretization is a discrete approximation \\(\\Omega_h\\) of the computational domain.\nHere, he have the choice between different discretization types, e.g. quadrilateral, triangular etc.\n\nfrom dolfinx import mesh\n\nnumber_elements_x = 5\nnumber_elements_y = 1\ndomain = mesh.create_unit_square(\n MPI.COMM_WORLD, number_elements_x, number_elements_y, cell_type=mesh.CellType.quadrilateral\n)\n\n\n\nThe variational problem\nA key step in building finite element methods is the weak form of the PDE, upon which the discrete variational problem is based.\nIn all cases, the weak form is obtained by multiplying the PDE with a test function \\(v\\) and integrating over the domain \\(\\Omega\\).\nFurther operations on the resulting integral equations, such as integration by parts, can then be applied. This is often done improve the properties of the method, for example to - reduce the required regularity (we need less derivatives of the solution to exist) and hence allow for lower-order (=cheaper) finite element spaces - introduce symmetry to the (bi-)linear forms, which is favored by many linear solvers - introduce certain natural boundary conditions, e.g. the terms that appear as boundary integrals in the weak form\nA first key realization is that the weak form for a given PDE is not unique.\n\n\nA weak form for the Poisson equation\nA typical variational problem for the Poisson equation is given by\nFind \\(u \\in V\\) such that \\[\n\\int_\\Omega \\nabla u_h \\cdot \\nabla v_h \\, dx - \\cancel{\\int_{\\partial\\Omega} \\mathbf{\\nabla} u_h \\cdot \\mathbf{n} \\, v_h \\, ds} = \\int_\\Omega f v_h \\, dx\n\\] for all \\(v \\in V_{0}\\). Here \\(\\mathbf{n}\\) is the outward normal vector on the boundary \\(\\partial\\Omega\\) and \\(V_{0}\\) is the space of functions that vanish on the boundary, hence the boundary integral vanishes.\nThe discrete variational problem is obtained by replacing the continous domain \\(\\Omega\\) with its discrete approximation \\(\\Omega_h\\) (our mesh) and the continuous trial and test spaces \\(V\\) and \\(V_{0}\\) with the discrete finite element spaces \\(V_h\\) and \\(V_{h,0}\\), respectively.\nTechnical note: By default, FenicsX test functions are zero on parts of the boundary where Dirichlet conditions are applied. Since we only use Dirichlet condiitons in this example, we don’t have to worry about the boundary integral term and we omit the \\(V_{h,0}\\) notation.\n\n\nOur first finite element\nThe term “finite element” refers to the basis functions defined on our mesh. The idea of the finite element method is to find the best approximation of the solution \\(u\\) in a finite-dimensional function space \\(V_h\\).\nWe thus have to pick a finite element function space \\(V_h\\) on our mesh.\nTypically, the choice of the function space is crucial for the accuracy and convergence of the method (lego block analogy)\nLet’s start with a simple linear polynomial function space on the quadrilateral mesh that we created (check out what it looks like here)\n\n# used for plotting\nfrom dolfinx.fem import functionspace, Function, Constant, form\nfrom basix.ufl import element\n\n\nmesh_element_name = domain.topology.cell_name() \n\"\"\" type of mesh element, e.g. \"quadrilateral\" \"\"\"\nbasis_functions_degree = 1\n\"\"\" degree of the finite basis functions \"\"\"\n\nfinite_element = element(\n family=\"CG\", cell=domain.topology.cell_name(), degree=basis_functions_degree\n)\ndiscrete_fem_space = functionspace(mesh=domain, element=finite_element)\n\nLets have a look at our beautiful mesh:\n\ntry:\n shell = get_ipython().__class__.__name__\n has_visualization = True \nexcept NameError:\n has_visualization = False\n \nif has_visualization:\n import pyvista\n import dolfinx\n\n # Set the default window size globally\n pyvista.global_theme.window_size = (600, 600) # Adjust width and height as needed\n\n pyvista.set_jupyter_backend(\"static\")\n pyvista.start_xvfb()\n\n # Extract topology from mesh and create pyvista mesh\n topology, cell_types, x = dolfinx.plot.vtk_mesh(discrete_fem_space)\n grid = pyvista.UnstructuredGrid(topology, cell_types, x)\n\n plotter = pyvista.Plotter()\n plotter.add_title(f\"Mesh with {number_elements_x * number_elements_y} elements\")\n plotter.add_mesh(grid, show_edges=True)\n plotter.camera_position = \"xy\"\n\n if not pyvista.OFF_SCREEN:\n plotter.show()\n else:\n plotter.screenshot(\"mesh.png\")\n\n\n\n\n\n\n\n\n\n\nFrom Math to Code: the weak form and UFL\nThe main advantage of software like FenicsX is that it provides a way to work in a syntax that is very close to the mathematical notation of the weak form. The underlying syntax is called UFL (Unified Form Language) and is a domain-specific language for finite element variational forms.\nLet’s see how we can write the weak form in UFL.\n\nfrom ufl import TestFunction, TrialFunction, dot, ds, dx, grad\n\nV_h = discrete_fem_space\n\"\"\" Discrete finite element space \"\"\"\n\nu_h = TrialFunction(V_h)\n\"\"\" discrete trial function \"\"\"\nv_h = TestFunction(V_h)\n\"\"\" discrete test function \"\"\"\n\nf = Constant(domain, 0.0)\n\"\"\" right-hand side source term \"\"\"\n\n# Define the weak form lhs == rhs\nweak_form_lhs = dot(grad(u_h), grad(v_h)) * dx\nweak_form_rhs = f * v_h * dx\n\n\n\nBoundary conditions\nThere are a couple of ways to apply boundary conditions in FenicsX. We cover the simplest way to set Dirichlet boundary conditions.\nThe basic idea is to tell FenicsX where we want to apply the Dirichlet boundary condition in terms of the mesh and then let the software figure out which nodes and facets of the mesh coincide with that geometrical location.\nWe therefore start by defining functions to tell FenicsX what we consider to be the left and right boundary of the domain (\\(x=0\\) and \\(x=1\\)).\n\n# return 1 on the left boundary of the unit square, e.g when x = (x,y)[0] close to 0\ndef left_boundary_marker(x):\n return np.isclose(x[0], 0.0)\n\n\n# return 1 on the right boundary of the unit square, e.g when x = (x,y)[0] close to 1\ndef right_boundary_marker(x):\n return np.isclose(x[0], 1.0)\n\nWe now create two boundary conditions for a constant value of \\(g=1\\) on the left boundary and \\(g=0\\) on the right boundary.\n\nfrom dolfinx.fem import dirichletbc, locate_dofs_topological\nfrom dolfinx.mesh import locate_entities_boundary\n\nmesh_topology_dim = domain.topology.dim\nfacet_geometrical_dimension = mesh_topology_dim - 1\n\nfacets_on_left_boundary = locate_entities_boundary(\n domain, facet_geometrical_dimension, left_boundary_marker\n)\ndofs_on_left_boundary = locate_dofs_topological(\n V_h, facet_geometrical_dimension, facets_on_left_boundary\n)\n\nvalue_left = Constant(domain, 1.0)\n\"\"\" value on the left boundary \"\"\"\nbc_left = dirichletbc(value_left, dofs_on_left_boundary, V_h)\n\nfacets_on_right_boundary = locate_entities_boundary(\n domain, facet_geometrical_dimension, right_boundary_marker\n)\ndofs_on_right_boundary = locate_dofs_topological(\n V_h, facet_geometrical_dimension, facets_on_right_boundary\n)\nvalue_right = Constant(domain, 0.0)\n\"\"\" value on the right boundary \"\"\"\nbc_right = dirichletbc(value_right, dofs_on_right_boundary, V_h)\n\ndirichlet_boundary_conditions = [bc_left, bc_right]\n\"\"\" list of Dirichlet boundary conditions \"\"\"\n\n' list of Dirichlet boundary conditions '\n\n\n\n\nAssemble and solve the linear system\nWe start by creating a discrete function to store our solution vector. The function lives in the same approximation space as our trial function \\(u_h\\) and is initialized to zero:\n\ndiscrete_solution = Function(V_h)\n\"\"\" discrete solution, a function in the finite element space. Our solution vector will be stored here \"\"\"\n\n' discrete solution, a function in the finite element space. Our solution vector will be stored here '\n\n\nThen, we create a writer for the VTK file to store our results on disk.\n\nfrom dolfinx.io import VTKFile\nfrom library.helpers import make_unique_dir\n\nout_folder_path = os.path.join(CMM_DIR, \"output_intro\")\nmake_unique_dir(out_folder_path)\nvtk_file_abs_path_name = os.path.join(out_folder_path, \"simulation.pvd\")\nvtk_writer = VTKFile(\n domain.comm, vtk_file_abs_path_name, \"w+\"\n)\nvtk_writer.write_function(discrete_solution, t=0.0)\n\nprint(\"Writing solution to file \" + vtk_file_abs_path_name)\n\nWriting solution to file /home/is086873/CMM/output_intro/simulation.pvd\n\n\n\n\nThis is where the magic happens\nWe now reap the true benefit of modern FEM backends: we can assemble the linear system and solve it in a single line of code.\n\nfrom dolfinx.fem.petsc import LinearProblem\n\nlinear_solver_options = {\"ksp_type\": \"preonly\", \"pc_type\": \"lu\"}\n\nproblem = LinearProblem(\n weak_form_lhs,\n weak_form_rhs,\n bcs=dirichlet_boundary_conditions,\n petsc_options= linear_solver_options,\n)\n\n\ndiscrete_solution = problem.solve()\n\n# Write the solution to disk\nvtk_writer.write_function(discrete_solution, t=0.5)\n\nvtk_writer.write_function(discrete_solution, t=1.0)\nvtk_writer.close()\n\nOk… something happened … I guess? Let’s see if we can visualize the solution.\n\n\nVisualization\nThere are different ways to visualize the solution. For a check of the solution from within our python script, we can visualize the solution using pyvista.\nThe result is not super pretty but we can check that the solution indeed “looks” like a linear connection between the boundary conditions\n\nif has_visualization:\n cells, types, x = dolfinx.plot.vtk_mesh(V_h)\n grid = pyvista.UnstructuredGrid(cells, types, x)\n plotter = pyvista.Plotter()\n\n plotter.add_mesh(grid, scalars=discrete_solution.x.array, show_edges=True, cmap=\"coolwarm\")\n plotter.add_title(f\"solution\")\n\n # add axes labels for x and y axes\n plotter.show_bounds(\n grid=None,\n location=\"outer\",\n all_edges=True,\n )\n\n plotter.view_xy()\n plotter.show()\n\n\n\n\n\n\n\n\n\n\nPost-processing with Paraview\nWe can also visualize the solution using Paraview. To do that, we open the files written to the following location\n\nprint(vtk_file_abs_path_name)\n\n/home/is086873/CMM/output_intro/simulation.pvd\n\n\n\n\nVerification: Comparing with the exact solution\nFor the simple 1D Poisson equation, we can easily compare with the analytical solution, which is just a linear connection of the boundary values, e.g.\n\\[\nu_{\\text{exact}}(x,y) = 1 - x \\quad \\text{ for } x \\in [0,1], y \\in [0,1]\n\\]\n\nfrom dolfinx.fem import assemble_scalar, form\nfrom petsc4py import PETSc\n\ndef u_exact(x):\n values = np.zeros((1 , x.shape[1]), dtype=PETSc.ScalarType)\n values[0] = 1.0 - x[0]\n return values\n\nu_ex = Function(V_h)\nu_ex.interpolate(u_exact)\n\nL2_error = form(dot(discrete_solution - u_ex, discrete_solution - u_ex) * dx)\n\nerror_L2 = np.sqrt(domain.comm.allreduce(assemble_scalar(L2_error), op=MPI.SUM))\nerror_max = domain.comm.allreduce(\n np.max(discrete_solution.x.petsc_vec.array - u_ex.x.petsc_vec.array), op=MPI.MAX\n)\n\nprint(\"L2 error with respect to the analytical solution: \" + str(error_L2))\nprint(\"Maximum error at the degrees of freedom: \" + str(error_max))\n\nL2 error with respect to the analytical solution: 1.4719084239232574e-16\nMaximum error at the degrees of freedom: 4.440892098500626e-16", + "text": "This notebook gives a small introduction to FenicsX, an open-source FEM library. We use the Python API of FenicsX to solve an example PDE problem.\n\nLearning goals\n\nUnderstand the basic structure of a FenicsX program\nLearn the basic building blocks of modern FEM software: mesh, function space, boundary conditions, weak form, and solvers\n\n\n\nPoisson model\nIn this example, we solve the classical Poisson equation for a scalar \\(u\\),\n\\[\n-\\Delta u = f \\text{ in } \\Omega = \\left[0, \\,1\\right] \\times \\left[0,\\,1\\right], \\quad u = g \\text{ on } \\partial\\Omega \\quad ,\n\\]\nwhere \\(\\Omega\\) is the domain of interest, \\(f\\) is a given scalar source term, and \\(g\\) is a Dirichlet boundary condition.\n\n\nStructure\nBelow, we learn how to\n\ncreate a mesh for a simple domain\npick discrete FEM function spaces (which functions do we use to approximate the PDE solution?)\ndefine the weak form of the PDE\napply boundary conditions\nassemble and solve the linear system resulting from the discretization\nvisualize the solution\n\n\n\nLet’s go!\nFirst, we import some of the necessary python libraries\n\nMake sure to download and unpack the library.tar.gz file in the same directory as this notebook.\n\n\nfrom mpi4py import MPI\nimport numpy as np\n\ntry:\n import os\n\n CMM_DIR = os.getcwd()\n username = os.getenv(\"USER\") or os.geteuid()\n os.environ[\"PYTHONPATH\"] = f\"{CMM_DIR}:{os.environ.get('PYTHONPATH', '')}\"\n\n # Set XDG_RUNTIME_DIR to a valid directory\n os.environ[\"XDG_RUNTIME_DIR\"] = f\"/tmp/runtime-{username}\"\n os.makedirs(os.environ[\"XDG_RUNTIME_DIR\"], exist_ok=True)\n os.chmod(os.environ[\"XDG_RUNTIME_DIR\"], 0o700)\nexcept Exception as e:\n print(f\"Failed to set XDG_RUNTIME_DIR: {e}\")\n print(\"You might get some warnings, but it should still work.\")\n\n\n\nMesh and computational domain\nThe basis for our discretization is a discrete approximation \\(\\Omega_h\\) of the computational domain.\nHere, he have the choice between different discretization types, e.g. quadrilateral, triangular etc.\n\nfrom dolfinx import mesh\n\nnumber_elements_x = 5\nnumber_elements_y = 1\ndomain = mesh.create_unit_square(\n MPI.COMM_WORLD, number_elements_x, number_elements_y, cell_type=mesh.CellType.quadrilateral\n)\n\n\n\nThe variational problem\nA key step in building finite element methods is the weak form of the PDE, upon which the discrete variational problem is based.\nIn all cases, the weak form is obtained by multiplying the PDE with a test function \\(v\\) and integrating over the domain \\(\\Omega\\).\nFurther operations on the resulting integral equations, such as integration by parts, can then be applied. This is often done improve the properties of the method, for example to - reduce the required regularity (we need less derivatives of the solution to exist) and hence allow for lower-order (=cheaper) finite element spaces - introduce symmetry to the (bi-)linear forms, which is favored by many linear solvers - introduce certain natural boundary conditions, e.g. the terms that appear as boundary integrals in the weak form\nA first key realization is that the weak form for a given PDE is not unique.\n\n\nA weak form for the Poisson equation\nA typical variational problem for the Poisson equation is given by\nFind \\(u \\in V\\) such that \\[\n\\int_\\Omega \\nabla u_h \\cdot \\nabla v_h \\, dx - \\cancel{\\int_{\\partial\\Omega} \\mathbf{\\nabla} u_h \\cdot \\mathbf{n} \\, v_h \\, ds} = \\int_\\Omega f v_h \\, dx\n\\] for all \\(v \\in V_{0}\\). Here \\(\\mathbf{n}\\) is the outward normal vector on the boundary \\(\\partial\\Omega\\) and \\(V_{0}\\) is the space of functions that vanish on the boundary, hence the boundary integral vanishes.\nThe discrete variational problem is obtained by replacing the continous domain \\(\\Omega\\) with its discrete approximation \\(\\Omega_h\\) (our mesh) and the continuous trial and test spaces \\(V\\) and \\(V_{0}\\) with the discrete finite element spaces \\(V_h\\) and \\(V_{h,0}\\), respectively.\nTechnical note: By default, FenicsX test functions are zero on parts of the boundary where Dirichlet conditions are applied. Since we only use Dirichlet condiitons in this example, we don’t have to worry about the boundary integral term and we omit the \\(V_{h,0}\\) notation.\n\n\nOur first finite element\nThe term “finite element” refers to the basis functions defined on our mesh. The idea of the finite element method is to find the best approximation of the solution \\(u\\) in a finite-dimensional function space \\(V_h\\).\nWe thus have to pick a finite element function space \\(V_h\\) on our mesh.\nTypically, the choice of the function space is crucial for the accuracy and convergence of the method (lego block analogy)\nLet’s start with a simple linear polynomial function space on the quadrilateral mesh that we created (check out what it looks like here)\n\n# used for plotting\nfrom dolfinx.fem import functionspace, Function, Constant, form\nfrom basix.ufl import element\n\n\nmesh_element_name = domain.topology.cell_name() \n\"\"\" type of mesh element, e.g. \"quadrilateral\" \"\"\"\nbasis_functions_degree = 1\n\"\"\" degree of the finite basis functions \"\"\"\n\nfinite_element = element(\n family=\"CG\", cell=domain.topology.cell_name(), degree=basis_functions_degree\n)\ndiscrete_fem_space = functionspace(mesh=domain, element=finite_element)\n\nLets have a look at our beautiful mesh:\n\ntry:\n shell = get_ipython().__class__.__name__\n has_visualization = True \nexcept NameError:\n has_visualization = False\n \nif has_visualization:\n import pyvista\n import dolfinx\n\n # Set the default window size globally\n pyvista.global_theme.window_size = (600, 600) # Adjust width and height as needed\n\n pyvista.set_jupyter_backend(\"static\")\n pyvista.start_xvfb()\n\n # Extract topology from mesh and create pyvista mesh\n topology, cell_types, x = dolfinx.plot.vtk_mesh(discrete_fem_space)\n grid = pyvista.UnstructuredGrid(topology, cell_types, x)\n\n plotter = pyvista.Plotter()\n plotter.add_title(f\"Mesh with {number_elements_x * number_elements_y} elements\")\n plotter.add_mesh(grid, show_edges=True)\n plotter.camera_position = \"xy\"\n\n if not pyvista.OFF_SCREEN:\n plotter.show()\n else:\n plotter.screenshot(\"mesh.png\")\n\n\n\n\n\n\n\n\n\n\nFrom Math to Code: the weak form and UFL\nThe main advantage of software like FenicsX is that it provides a way to work in a syntax that is very close to the mathematical notation of the weak form. The underlying syntax is called UFL (Unified Form Language) and is a domain-specific language for finite element variational forms.\nLet’s see how we can write the weak form in UFL.\n\nfrom ufl import TestFunction, TrialFunction, dot, ds, dx, grad\n\nV_h = discrete_fem_space\n\"\"\" Discrete finite element space \"\"\"\n\nu_h = TrialFunction(V_h)\n\"\"\" discrete trial function \"\"\"\nv_h = TestFunction(V_h)\n\"\"\" discrete test function \"\"\"\n\nf = Constant(domain, 0.0)\n\"\"\" right-hand side source term \"\"\"\n\n# Define the weak form lhs == rhs\nweak_form_lhs = dot(grad(u_h), grad(v_h)) * dx\nweak_form_rhs = f * v_h * dx\n\n\n\nBoundary conditions\nThere are a couple of ways to apply boundary conditions in FenicsX. We cover the simplest way to set Dirichlet boundary conditions.\nThe basic idea is to tell FenicsX where we want to apply the Dirichlet boundary condition in terms of the mesh and then let the software figure out which nodes and facets of the mesh coincide with that geometrical location.\nWe therefore start by defining functions to tell FenicsX what we consider to be the left and right boundary of the domain (\\(x=0\\) and \\(x=1\\)).\n\n# return 1 on the left boundary of the unit square, e.g when x = (x,y)[0] close to 0\ndef left_boundary_marker(x):\n return np.isclose(x[0], 0.0)\n\n\n# return 1 on the right boundary of the unit square, e.g when x = (x,y)[0] close to 1\ndef right_boundary_marker(x):\n return np.isclose(x[0], 1.0)\n\nWe now create two boundary conditions for a constant value of \\(g=1\\) on the left boundary and \\(g=0\\) on the right boundary.\n\nfrom dolfinx.fem import dirichletbc, locate_dofs_topological\nfrom dolfinx.mesh import locate_entities_boundary\n\nmesh_topology_dim = domain.topology.dim\nfacet_geometrical_dimension = mesh_topology_dim - 1\n\nfacets_on_left_boundary = locate_entities_boundary(\n domain, facet_geometrical_dimension, left_boundary_marker\n)\ndofs_on_left_boundary = locate_dofs_topological(\n V_h, facet_geometrical_dimension, facets_on_left_boundary\n)\n\nvalue_left = Constant(domain, 1.0)\n\"\"\" value on the left boundary \"\"\"\nbc_left = dirichletbc(value_left, dofs_on_left_boundary, V_h)\n\nfacets_on_right_boundary = locate_entities_boundary(\n domain, facet_geometrical_dimension, right_boundary_marker\n)\ndofs_on_right_boundary = locate_dofs_topological(\n V_h, facet_geometrical_dimension, facets_on_right_boundary\n)\nvalue_right = Constant(domain, 0.0)\n\"\"\" value on the right boundary \"\"\"\nbc_right = dirichletbc(value_right, dofs_on_right_boundary, V_h)\n\ndirichlet_boundary_conditions = [bc_left, bc_right]\n\"\"\" list of Dirichlet boundary conditions \"\"\"\n\n' list of Dirichlet boundary conditions '\n\n\n\n\nAssemble and solve the linear system\nWe start by creating a discrete function to store our solution vector. The function lives in the same approximation space as our trial function \\(u_h\\) and is initialized to zero:\n\ndiscrete_solution = Function(V_h)\n\"\"\" discrete solution, a function in the finite element space. Our solution vector will be stored here \"\"\"\n\n' discrete solution, a function in the finite element space. Our solution vector will be stored here '\n\n\nThen, we create a writer for the VTK file to store our results on disk.\n\nfrom dolfinx.io import VTKFile\nfrom library.helpers import make_unique_dir\n\nout_folder_path = os.path.join(CMM_DIR, \"output_intro\")\nmake_unique_dir(out_folder_path)\nvtk_file_abs_path_name = os.path.join(out_folder_path, \"simulation.pvd\")\nvtk_writer = VTKFile(\n domain.comm, vtk_file_abs_path_name, \"w+\"\n)\nvtk_writer.write_function(discrete_solution, t=0.0)\n\nprint(\"Writing solution to file \" + vtk_file_abs_path_name)\n\nWriting solution to file /workspaces/cmm/content/exercises/notebooks/output_intro/simulation.pvd\n\n\n\n\nThis is where the magic happens\nWe now reap the true benefit of modern FEM backends: we can assemble the linear system and solve it in a single line of code.\n\nfrom dolfinx.fem.petsc import LinearProblem\n\nlinear_solver_options = {\"ksp_type\": \"preonly\", \"pc_type\": \"lu\"}\n\nproblem = LinearProblem(\n weak_form_lhs,\n weak_form_rhs,\n bcs=dirichlet_boundary_conditions,\n petsc_options= linear_solver_options,\n)\n\n\ndiscrete_solution = problem.solve()\n\n# Write the solution to disk\nvtk_writer.write_function(discrete_solution, t=0.5)\n\nvtk_writer.write_function(discrete_solution, t=1.0)\nvtk_writer.close()\n\nOk… something happened … I guess? Let’s see if we can visualize the solution.\n\n\nVisualization\nThere are different ways to visualize the solution. For a check of the solution from within our python script, we can visualize the solution using pyvista.\nThe result is not super pretty but we can check that the solution indeed “looks” like a linear connection between the boundary conditions\n\nif has_visualization:\n cells, types, x = dolfinx.plot.vtk_mesh(V_h)\n grid = pyvista.UnstructuredGrid(cells, types, x)\n plotter = pyvista.Plotter()\n\n plotter.add_mesh(grid, scalars=discrete_solution.x.array, show_edges=True, cmap=\"coolwarm\")\n plotter.add_title(f\"solution\")\n\n # add axes labels for x and y axes\n plotter.show_bounds(\n grid=None,\n location=\"outer\",\n all_edges=True,\n )\n\n plotter.view_xy()\n plotter.show()\n\n\n\n\n\n\n\n\n\n\nPost-processing with Paraview\nWe can also visualize the solution using Paraview. To do that, we open the files written to the following location\n\nprint(vtk_file_abs_path_name)\n\n/workspaces/cmm/content/exercises/notebooks/output_intro/simulation.pvd\n\n\n\n\nVerification: Comparing with the exact solution\nFor the simple 1D Poisson equation, we can easily compare with the analytical solution, which is just a linear connection of the boundary values, e.g.\n\\[\nu_{\\text{exact}}(x,y) = 1 - x \\quad \\text{ for } x \\in [0,1], y \\in [0,1]\n\\]\n\nfrom dolfinx.fem import assemble_scalar, form\nfrom petsc4py import PETSc\n\ndef u_exact(x):\n values = np.zeros((1 , x.shape[1]), dtype=PETSc.ScalarType)\n values[0] = 1.0 - x[0]\n return values\n\nu_ex = Function(V_h)\nu_ex.interpolate(u_exact)\n\nL2_error = form(dot(discrete_solution - u_ex, discrete_solution - u_ex) * dx)\n\nerror_L2 = np.sqrt(domain.comm.allreduce(assemble_scalar(L2_error), op=MPI.SUM))\nerror_max = domain.comm.allreduce(\n np.max(discrete_solution.x.petsc_vec.array - u_ex.x.petsc_vec.array), op=MPI.MAX\n)\n\nprint(\"L2 error with respect to the analytical solution: \" + str(error_L2))\nprint(\"Maximum error at the degrees of freedom: \" + str(error_max))\n\nL2 error with respect to the analytical solution: 1.4719084239232574e-16\nMaximum error at the degrees of freedom: 4.440892098500626e-16", "crumbs": [ "Exercises", "My first FenicsX program" @@ -351,7 +351,7 @@ "href": "content/wiki/how_to_homework.html", "title": "How to work on the RWTH Cluster", "section": "", - "text": "Make sure you have an HPC Account\nIf you want to work from home, you need connect to the RWTH VPN\n\n\n\n\n\nLog into the Cluster\nHow to add your SSH keys for a more convenient login\nNote that there are multiple login nodes to the RWTH Cluster.\n\n\n\n\n\n\n\n\n\n\nImportant\n\n\n\nYou need to be in the network of RWTH. Use VPN if necessary.\n\n\n\n\nIn your browser, open\nhttps://login23-x-1.hpc.itc.rwth-aachen.de:3300/auth/ssh/\nand log into the cluster.\n\nCreate a session, e.g. MATE (us)\n\n\n\n(optional) You may want to download the Desktop Clients instead of using your browser.\n\n\n\n\n\n\nOpen a terminal\nDownload the Container (Apptainer) of our course, e.g.\n\nmkdir CMM\ncd CMM\napptainer pull oras://registry.git.rwth-aachen.de/mbd/courses/containers/dolfinx:latest\nls\n\n\n\n\n\nOpen a terminal and navigate to your CMM folder.\nOpen firefox\nStart a Jupyter server with\n\napptainer run dolfinx_latest.sif notebook\n\nClick the link or copy it to your browser\n\n\n\n\n\nOpen a terminal and navigate to your CMM folder.\nRun your python script\napptainer run dolfinx_latest.sif test.py\n\n\n\n\nT.b.d. (Currently not supported)\n\n\n\n\n\nOpen a terminal and navigate to your CMM folder.\nLoad the required module to start Paraview …\nmodule purge; \nmodule load GCC/12.3.0; \nmodule load OpenMPI/4.1.5; \nmodule load ParaView/5.11.2\n… and open Paraview\nparaview\nOpen output .pvd output file that you created with FenicsX.\n\n\n\n\n\n\n\nInstall the ‘Remote - SSH’ Extension\n\n\n\nOpen a remove window (bottom left green icon)\nSelect ‘Connect to Host’\n\n\n\nLogin to a login node, e.g.\nlogin23-3.hpc.itc.rwth-aachen.de\n\n\n\nCheck that you are connected to the cluster\nDownload the Apptainer in the VS-Code terminal:\nmkdir CMM\ncd CMM\napptainer pull oras://registry.git.rwth-aachen.de/mbd/courses/containers/dolfinx:latest\nls\nSelect the CMM folder as your working directory\n\n\n\nIn the terminal, start the Jupyter server and copy the link to the Jupyter server\n\napptainer run dolfinx_latest.sif notebook\n\nClick ‘Select Kernel’\nClick ‘Existing Jupyter Server’, paste the link to the Jupyter server, change the display name (e.g. Dolfinx)\n\n\n\nSelect the ‘Python 3 (ipykernel)’ /opt/conda/envs/fenicsx-env/bin/python.\n\nDone.\n\n\n\nIf you want do develop locally, feel free to do so. There are two things to keep in mind:\n\n1. You are responsible to set things up\n\nYour submission needs run run on the environment me provide. Ensure that it there works before you submit your homework!\n\n\n\nhttps://fenicsproject.org/download/\n\n\n\n\nAfter you run this section, your folder structure should look like this:\n\n\nDownload our example program in your CMM folder\n\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/intro.out.ipynb\n\nDownload necessary libraries in to the CMM folder\n\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/library.tar.gz\ntar -xvzf library.tar.gz\n\nStart a Jupyter server with FastX or VS-Code\nIn the notebook, select run all.\nUse Paraview to visualize the output_poisson/simulation.vtu file.\n\nIf all this works without issues, you are set up for this course.\n\n\n\n\n\nThis is what the RWTH IT Center recommends: FastX\nIn addition to that, we personally recommend using filezilla.\n\n\n\nVS-Code allows to drag and drop files.", + "text": "Make sure you have an HPC Account\nIf you want to work from home, you need connect to the RWTH VPN\n\n\n\n\n\nLog into the Cluster\nHow to add your SSH keys for a more convenient login\nNote that there are multiple login nodes to the RWTH Cluster.\n\n\n\n\n\n\n\n\n\n\nImportant\n\n\n\nYou need to be in the network of RWTH. Use VPN if necessary.\n\n\n\n\nIn your browser, open\nhttps://login23-x-1.hpc.itc.rwth-aachen.de:3300/auth/ssh/\nand log into the cluster.\n\nCreate a session, e.g. MATE (us)\n\n\n\n(optional) You may want to download the Desktop Clients instead of using your browser.\n\n\n\n\n\n\nOpen a terminal\nDownload the Container (Apptainer) of our course, e.g.\n\nmkdir CMM\ncd CMM\napptainer pull oras://registry.git.rwth-aachen.de/mbd/courses/containers/dolfinx:latest\nls\n\n\n\n\n\nOpen a terminal and navigate to your CMM folder.\nOpen firefox\nStart a Jupyter server with\n\napptainer run dolfinx_latest.sif notebook\n\nClick the link or copy it to your browser\n\n\n\n\n\nOpen a terminal and navigate to your CMM folder.\nRun your python script\napptainer run dolfinx_latest.sif test.py\n\n\n\n\nT.b.d. (Currently not supported)\n\n\n\n\n\nOpen a terminal and navigate to your CMM folder.\nLoad the required module to start Paraview …\nmodule purge; \nmodule load GCC/12.3.0; \nmodule load OpenMPI/4.1.5; \nmodule load ParaView/5.11.2\n… and open Paraview\nparaview\nOpen output .pvd output file that you created with FenicsX.\n\n\n\n\n\n\n\nInstall the ‘Remote - SSH’ Extension\n\n\n\nOpen a remove window (bottom left green icon)\nSelect ‘Connect to Host’\n\n\n\nLogin to a login node, e.g.\nlogin23-3.hpc.itc.rwth-aachen.de\n\n\n\nCheck that you are connected to the cluster\nDownload the Apptainer in the VS-Code terminal:\nmkdir CMM\ncd CMM\napptainer pull oras://registry.git.rwth-aachen.de/mbd/courses/containers/dolfinx:latest\nls\nSelect the CMM folder as your working directory\n\n\n\nIn the terminal, start the Jupyter server and copy the link to the Jupyter server\n\napptainer run dolfinx_latest.sif notebook\n\nClick ‘Select Kernel’\nClick ‘Existing Jupyter Server’, paste the link to the Jupyter server, change the display name (e.g. Dolfinx)\n\n\n\nSelect the ‘Python 3 (ipykernel)’ /opt/conda/envs/fenicsx-env/bin/python.\n\nDone.\n\n\n\nIf you want do develop locally, feel free to do so. Working on a local VSCode instance can provide extra convenience, such as access to better linting / python autocompletion and other VSCode extensions.\nThere are however two things to keep in mind:\n\n1. You are responsible to set things up\n\nYour submission needs run run on the environment we provide.\n\n\n\n\n\n\n\nImportant\n\n\n\nMake sure that your solution works with the official container on the cluster before you submit your homework!\n\n\n\n\nTested only on Ubuntu / Linux, it probably also works in a windows linux subsystem or on Mac but no guarantee.\nWe provide an “unoffical” VSCode development container to make it as easy as possible to get started with your local VSCode installation.\nTo try it out, follow these instructions:\n\nSet up docker and VSCode for use with the development container following the official guide\nCreate a working directory for your VSCode project, for example cmm_notebooks. Then, download the development container configuration .devcontainer and extract it into this folder.\n\nmkdir cmm_notebooks\ncd cmm_notebooks\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/intro.out.ipynb\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/devcontainer.tar.gz\ntar -xvzf devcontainer.tar.gz\nrm devcontainer.tar.gz\n\nOpen the folder cmm_notebooks in VSCode. A notification should pop up asking you to open the folder in the development container: Alternatively, press CTRL + Shift + P and enter Dev Containers: Rebuild and Reopen in Container.\nDownload and copy the example notebook in your cmm_notebooks folder. Open it in VSCode. The first time you open it you might have to select the Python kernel (top right). Select the kernel from /dolfinx-env/bin/python (first in the list with a star icon)\n\n\n\n\nselecting dolfinx kernel in jupyter notebook\n\n\n\nClick run all and it should work. Sometimes, the first “Run all” for some reason randomly skips the first cell so just try at least twice.\n\n\n\n\n\nWe generally would recommend to try with the development container first(see previous section). If you really want to build all ingredients from scratch, you can find the source at:\nhttps://fenicsproject.org/download/\n\n\n\n\nAfter you run this section, your folder structure should look like this:\n\n\nDownload our example program in your CMM folder\n\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/intro.out.ipynb\n\nDownload necessary libraries in to the CMM folder\n\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/library.tar.gz\ntar -xvzf library.tar.gz\n\nStart a Jupyter server with FastX or VS-Code\nIn the notebook, select run all.\nUse Paraview to visualize the output_poisson/simulation.vtu file.\n\nIf all this works without issues, you are set up for this course.\n\n\n\n\n\nThis is what the RWTH IT Center recommends: FastX\nIn addition to that, we personally recommend using filezilla.\n\n\n\nVS-Code allows to drag and drop files.", "crumbs": [ "Wiki", "How to work on the RWTH Cluster" @@ -406,7 +406,7 @@ "href": "content/wiki/how_to_homework.html#way-3-local-installation", "title": "How to work on the RWTH Cluster", "section": "", - "text": "If you want do develop locally, feel free to do so. There are two things to keep in mind:\n\n1. You are responsible to set things up\n\nYour submission needs run run on the environment me provide. Ensure that it there works before you submit your homework!\n\n\n\nhttps://fenicsproject.org/download/", + "text": "If you want do develop locally, feel free to do so. Working on a local VSCode instance can provide extra convenience, such as access to better linting / python autocompletion and other VSCode extensions.\nThere are however two things to keep in mind:\n\n1. You are responsible to set things up\n\nYour submission needs run run on the environment we provide.\n\n\n\n\n\n\n\nImportant\n\n\n\nMake sure that your solution works with the official container on the cluster before you submit your homework!\n\n\n\n\nTested only on Ubuntu / Linux, it probably also works in a windows linux subsystem or on Mac but no guarantee.\nWe provide an “unoffical” VSCode development container to make it as easy as possible to get started with your local VSCode installation.\nTo try it out, follow these instructions:\n\nSet up docker and VSCode for use with the development container following the official guide\nCreate a working directory for your VSCode project, for example cmm_notebooks. Then, download the development container configuration .devcontainer and extract it into this folder.\n\nmkdir cmm_notebooks\ncd cmm_notebooks\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/content/exercises/notebooks/intro.out.ipynb\nwget https://mbd.pages.rwth-aachen.de/courses/cmm/devcontainer.tar.gz\ntar -xvzf devcontainer.tar.gz\nrm devcontainer.tar.gz\n\nOpen the folder cmm_notebooks in VSCode. A notification should pop up asking you to open the folder in the development container: Alternatively, press CTRL + Shift + P and enter Dev Containers: Rebuild and Reopen in Container.\nDownload and copy the example notebook in your cmm_notebooks folder. Open it in VSCode. The first time you open it you might have to select the Python kernel (top right). Select the kernel from /dolfinx-env/bin/python (first in the list with a star icon)\n\n\n\n\nselecting dolfinx kernel in jupyter notebook\n\n\n\nClick run all and it should work. Sometimes, the first “Run all” for some reason randomly skips the first cell so just try at least twice.\n\n\n\n\n\nWe generally would recommend to try with the development container first(see previous section). If you really want to build all ingredients from scratch, you can find the source at:\nhttps://fenicsproject.org/download/", "crumbs": [ "Wiki", "How to work on the RWTH Cluster" -- GitLab