From 394b5019fa49314097041aec11d91b4d3bc17883 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 7 Jan 2025 00:48:35 +0000
Subject: [PATCH] site deploy

Auto-generated via `{sandpaper}`
Source  : 88afbd76dbb7ed9ff1b0beaf84e41750eb018ea7
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-07-05 12:56:10 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : c2f41d330212b209ba8aa9ef263631f78c6416b9
Branch  : main
Author  : Kati Lassila-Perini <k.lassila-perini@cern.ch>
Time    : 2024-07-05 12:55:14 +0000
Message : 06: fix version tag
---
 01-introduction.html                          |  2 +-
 02-installing-docker.html                     |  8 ++--
 03-docker-for-cms-opendata.html               |  2 +-
 04-docker-for-mc-generators-rivet.html        | 10 ++---
 05-building-docker-image.html                 | 22 +++++-----
 06-sharing-docker-image.html                  |  4 +-
 404.html                                      |  4 +-
 CODE_OF_CONDUCT.html                          |  2 +-
 LICENSE.html                                  |  2 +-
 aio.html                                      | 40 +++++++++----------
 images.html                                   |  4 +-
 index.html                                    |  4 +-
 instructor-notes.html                         |  4 +-
 instructor/01-introduction.html               |  2 +-
 instructor/02-installing-docker.html          |  8 ++--
 instructor/03-docker-for-cms-opendata.html    |  2 +-
 .../04-docker-for-mc-generators-rivet.html    | 10 ++---
 instructor/05-building-docker-image.html      | 22 +++++-----
 instructor/06-sharing-docker-image.html       |  4 +-
 instructor/404.html                           |  4 +-
 instructor/CODE_OF_CONDUCT.html               |  2 +-
 instructor/LICENSE.html                       |  2 +-
 instructor/aio.html                           | 40 +++++++++----------
 instructor/images.html                        |  4 +-
 instructor/index.html                         |  4 +-
 instructor/instructor-notes.html              |  4 +-
 instructor/key-points.html                    |  4 +-
 instructor/profiles.html                      |  4 +-
 instructor/reference.html                     |  2 +-
 key-points.html                               |  4 +-
 pkgdown.yml                                   |  2 +-
 profiles.html                                 |  4 +-
 reference.html                                |  2 +-
 33 files changed, 119 insertions(+), 119 deletions(-)

diff --git a/01-introduction.html b/01-introduction.html
index dff3021..349f069 100644
--- a/01-introduction.html
+++ b/01-introduction.html
@@ -465,7 +465,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/01-introduction.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/02-installing-docker.html b/02-installing-docker.html
index af7592f..dd5d296 100644
--- a/02-installing-docker.html
+++ b/02-installing-docker.html
@@ -382,7 +382,7 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> following the WSL2 instructions or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the Linux instructions (Ubuntu/debian).</p>
@@ -390,11 +390,11 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
+<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a></p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
+<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the instruction for your Linux flavour.</p>
@@ -668,7 +668,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/02-installing-docker.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-25",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/03-docker-for-cms-opendata.html b/03-docker-for-cms-opendata.html
index 177f9ff..297cd01 100644
--- a/03-docker-for-cms-opendata.html
+++ b/03-docker-for-cms-opendata.html
@@ -855,7 +855,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/03-docker-for-cms-opendata.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-26",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/04-docker-for-mc-generators-rivet.html b/04-docker-for-mc-generators-rivet.html
index 2e052f4..1a57d5f 100644
--- a/04-docker-for-mc-generators-rivet.html
+++ b/04-docker-for-mc-generators-rivet.html
@@ -491,7 +491,7 @@ <h3 class="callout-title">Challenge 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Open the editor in your host system, create a file
 <code>example.txt</code> and save it to the shared working area in
@@ -532,7 +532,7 @@ <h3 class="callout-title">Challenge 2</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>If you are not already in the container, start it with</p>
 <div class="codewrapper sourceCode" id="cb14">
@@ -575,7 +575,7 @@ <h3 class="callout-title">Challenge 3</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Start a container in your shared <code>sherpa_work</code>
 directory:</p>
@@ -620,7 +620,7 @@ <h3 class="callout-title">Challenge 4</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>Start the Pythia container in your shared <code>pythia_work</code>
 directory:</p>
@@ -726,7 +726,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/04-docker-for-mc-generators-rivet.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-25",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/05-building-docker-image.html b/05-building-docker-image.html
index 62a8be4..6873568 100644
--- a/05-building-docker-image.html
+++ b/05-building-docker-image.html
@@ -489,7 +489,7 @@ <h3 class="callout-title">Test that the Python package is in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -524,7 +524,7 @@ <h3 class="callout-title">Inspect the container from the bash shell</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Start the container in its local bash shell:</p>
 <div class="codewrapper sourceCode" id="cb7">
@@ -579,7 +579,7 @@ <h3 class="callout-title">Run a single Python script in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Make a new subdirectory (you can name it <code>test</code>) and save
 the Python code in a file (name it <code>myscript.py</code>):</p>
@@ -620,7 +620,7 @@ <h3 class="callout-title">Make the Python script configurable</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>Save the following a file (e.g. <code>printme.py</code>) in the
 <code>test</code> directory:</p>
@@ -642,7 +642,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <button class="accordion-button spoiler-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSpoiler1" aria-expanded="false" aria-controls="collapseSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div> For fun 🎁 </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>As the docker command has become long, you could define a short-cut,
 an “alias”. First, verify your existing aliases:</p>
@@ -713,7 +713,7 @@ <h3 class="callout-title">Inspect the new container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>Start a bash shell in the container:</p>
 <div class="codewrapper sourceCode" id="cb19">
@@ -754,7 +754,7 @@ <h3 class="callout-title">Run the script</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <p>Start the container</p>
 <div class="codewrapper sourceCode" id="cb22">
@@ -790,7 +790,7 @@ <h3 class="callout-title">Explore Dockerfiles</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution7" aria-expanded="false" aria-controls="collapseSolution7">
   <h4 class="accordion-header" id="headingSolution7"> Show me the solution </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
 <div class="accordion-body">
 <p>You can start from the <a href="https://gitlab.com/hepcedar/rivet/-/blob/release-4-0-x/docker/rivet-pythia/Dockerfile?ref_type=heads" class="external-link">rivet-pythia
 image Dockerfile</a>.</p>
@@ -831,7 +831,7 @@ <h3 class="callout-title">Build a new Python image with the ML packages</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution8" aria-expanded="false" aria-controls="collapseSolution8">
   <h4 class="accordion-header" id="headingSolution8"> Show me the solution </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
 <div class="accordion-body">
 <p>The container image <code>FROM</code> which you want to build the new
 image is
@@ -922,7 +922,7 @@ <h3 class="callout-title">What can go wrong?</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution9" aria-expanded="false" aria-controls="collapseSolution9">
   <h4 class="accordion-header" id="headingSolution9"> Show me the solution </h4>
 </button>
-<div id="collapseSolution9" class="accordion-collapse collapse" aria-labelledby="headingSolution9" data-bs-parent="#accordionSolution9">
+<div id="collapseSolution9" class="accordion-collapse collapse" data-bs-parent="#accordionSolution9" aria-labelledby="headingSolution9">
 <div class="accordion-body">
 <p>We defined some of the Python packages without a version tag. The
 current versions will get installed. That’s fine if you intend to use
@@ -1038,7 +1038,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/05-building-docker-image.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-07-04",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/06-sharing-docker-image.html b/06-sharing-docker-image.html
index ba21b19..adeecb2 100644
--- a/06-sharing-docker-image.html
+++ b/06-sharing-docker-image.html
@@ -416,7 +416,7 @@ <h3 class="callout-title">Document your image</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Find your image in
 <code>https://hub.docker.com/u/&lt;yourdockerhubname&gt;</code>. Add a
@@ -618,7 +618,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/06-sharing-docker-image.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-07-05",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index ba5043e..f749a62 100644
--- a/404.html
+++ b/404.html
@@ -366,8 +366,8 @@ <h1>Page not found</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/404.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/404.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index feca61b..e8a2e87 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -389,7 +389,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2022-08-05",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 235ee9b..c72df54 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -437,7 +437,7 @@ <h1>Licenses</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/LICENSE.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2023-04-07",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 2d1f1d0..17981d8 100644
--- a/aio.html
+++ b/aio.html
@@ -517,7 +517,7 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> following the WSL2 instructions or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the Linux instructions (Ubuntu/debian).</p>
@@ -525,11 +525,11 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
+<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a></p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
+<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the instruction for your Linux flavour.</p>
@@ -1430,7 +1430,7 @@ <h3 class="callout-title">Challenge 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Open the editor in your host system, create a file
 <code>example.txt</code> and save it to the shared working area in
@@ -1471,7 +1471,7 @@ <h3 class="callout-title">Challenge 2</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>If you are not already in the container, start it with</p>
 <div class="codewrapper sourceCode" id="cb14">
@@ -1514,7 +1514,7 @@ <h3 class="callout-title">Challenge 3</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Start a container in your shared <code>sherpa_work</code>
 directory:</p>
@@ -1559,7 +1559,7 @@ <h3 class="callout-title">Challenge 4</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>Start the Pythia container in your shared <code>pythia_work</code>
 directory:</p>
@@ -1786,7 +1786,7 @@ <h3 class="callout-title">Test that the Python package is in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1821,7 +1821,7 @@ <h3 class="callout-title">Inspect the container from the bash shell</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Start the container in its local bash shell:</p>
 <div class="codewrapper sourceCode" id="cb7">
@@ -1876,7 +1876,7 @@ <h3 class="callout-title">Run a single Python script in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Make a new subdirectory (you can name it <code>test</code>) and save
 the Python code in a file (name it <code>myscript.py</code>):</p>
@@ -1917,7 +1917,7 @@ <h3 class="callout-title">Make the Python script configurable</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>Save the following a file (e.g. <code>printme.py</code>) in the
 <code>test</code> directory:</p>
@@ -1939,7 +1939,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <button class="accordion-button spoiler-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSpoiler1" aria-expanded="false" aria-controls="collapseSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div> For fun 🎁 </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>As the docker command has become long, you could define a short-cut,
 an “alias”. First, verify your existing aliases:</p>
@@ -2012,7 +2012,7 @@ <h3 class="callout-title">Inspect the new container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>Start a bash shell in the container:</p>
 <div class="codewrapper sourceCode" id="cb19">
@@ -2053,7 +2053,7 @@ <h3 class="callout-title">Run the script</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <p>Start the container</p>
 <div class="codewrapper sourceCode" id="cb22">
@@ -2091,7 +2091,7 @@ <h3 class="callout-title">Explore Dockerfiles</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution7" aria-expanded="false" aria-controls="collapseSolution7">
   <h4 class="accordion-header" id="headingSolution7"> Show me the solution </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
 <div class="accordion-body">
 <p>You can start from the <a href="https://gitlab.com/hepcedar/rivet/-/blob/release-4-0-x/docker/rivet-pythia/Dockerfile?ref_type=heads" class="external-link">rivet-pythia
 image Dockerfile</a>.</p>
@@ -2134,7 +2134,7 @@ <h3 class="callout-title">Build a new Python image with the ML packages</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution8" aria-expanded="false" aria-controls="collapseSolution8">
   <h4 class="accordion-header" id="headingSolution8"> Show me the solution </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
 <div class="accordion-body">
 <p>The container image <code>FROM</code> which you want to build the new
 image is
@@ -2225,7 +2225,7 @@ <h3 class="callout-title">What can go wrong?</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution9" aria-expanded="false" aria-controls="collapseSolution9">
   <h4 class="accordion-header" id="headingSolution9"> Show me the solution </h4>
 </button>
-<div id="collapseSolution9" class="accordion-collapse collapse" aria-labelledby="headingSolution9" data-bs-parent="#accordionSolution9">
+<div id="collapseSolution9" class="accordion-collapse collapse" data-bs-parent="#accordionSolution9" aria-labelledby="headingSolution9">
 <div class="accordion-body">
 <p>We defined some of the Python packages without a version tag. The
 current versions will get installed. That’s fine if you intend to use
@@ -2387,7 +2387,7 @@ <h3 class="callout-title">Document your image</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Find your image in
 <code>https://hub.docker.com/u/&lt;yourdockerhubname&gt;</code>. Add a
@@ -2584,8 +2584,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/aio.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/aio.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 87a031f..ed58958 100644
--- a/images.html
+++ b/images.html
@@ -413,8 +413,8 @@ <h3 id="06-sharing-docker-image-figure-1">Figure 1</h3>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/images.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/images.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index bca9c95..f7951fe 100644
--- a/index.html
+++ b/index.html
@@ -459,8 +459,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/index.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/index.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index f819545..91a280d 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -413,8 +413,8 @@ <h1>Instructor Notes</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor-notes.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor-notes.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/01-introduction.html b/instructor/01-introduction.html
index ce1468f..51a5cc3 100644
--- a/instructor/01-introduction.html
+++ b/instructor/01-introduction.html
@@ -467,7 +467,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/01-introduction.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/02-installing-docker.html b/instructor/02-installing-docker.html
index fa9695c..f3f9f49 100644
--- a/instructor/02-installing-docker.html
+++ b/instructor/02-installing-docker.html
@@ -384,7 +384,7 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> following the WSL2 instructions or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the Linux instructions (Ubuntu/debian).</p>
@@ -392,11 +392,11 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
+<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a></p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
+<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the instruction for your Linux flavour.</p>
@@ -670,7 +670,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/02-installing-docker.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-25",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/03-docker-for-cms-opendata.html b/instructor/03-docker-for-cms-opendata.html
index bfe1682..cf92952 100644
--- a/instructor/03-docker-for-cms-opendata.html
+++ b/instructor/03-docker-for-cms-opendata.html
@@ -857,7 +857,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/03-docker-for-cms-opendata.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-26",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/04-docker-for-mc-generators-rivet.html b/instructor/04-docker-for-mc-generators-rivet.html
index b6552e3..d7fe187 100644
--- a/instructor/04-docker-for-mc-generators-rivet.html
+++ b/instructor/04-docker-for-mc-generators-rivet.html
@@ -493,7 +493,7 @@ <h3 class="callout-title">Challenge 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Open the editor in your host system, create a file
 <code>example.txt</code> and save it to the shared working area in
@@ -534,7 +534,7 @@ <h3 class="callout-title">Challenge 2</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>If you are not already in the container, start it with</p>
 <div class="codewrapper sourceCode" id="cb14">
@@ -577,7 +577,7 @@ <h3 class="callout-title">Challenge 3</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Start a container in your shared <code>sherpa_work</code>
 directory:</p>
@@ -622,7 +622,7 @@ <h3 class="callout-title">Challenge 4</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>Start the Pythia container in your shared <code>pythia_work</code>
 directory:</p>
@@ -728,7 +728,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/04-docker-for-mc-generators-rivet.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-25",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/05-building-docker-image.html b/instructor/05-building-docker-image.html
index e29cb37..68aa3ce 100644
--- a/instructor/05-building-docker-image.html
+++ b/instructor/05-building-docker-image.html
@@ -491,7 +491,7 @@ <h3 class="callout-title">Test that the Python package is in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -526,7 +526,7 @@ <h3 class="callout-title">Inspect the container from the bash shell</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Start the container in its local bash shell:</p>
 <div class="codewrapper sourceCode" id="cb7">
@@ -581,7 +581,7 @@ <h3 class="callout-title">Run a single Python script in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Make a new subdirectory (you can name it <code>test</code>) and save
 the Python code in a file (name it <code>myscript.py</code>):</p>
@@ -622,7 +622,7 @@ <h3 class="callout-title">Make the Python script configurable</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>Save the following a file (e.g. <code>printme.py</code>) in the
 <code>test</code> directory:</p>
@@ -644,7 +644,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <button class="accordion-button spoiler-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSpoiler1" aria-expanded="false" aria-controls="collapseSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div> For fun 🎁 </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>As the docker command has become long, you could define a short-cut,
 an “alias”. First, verify your existing aliases:</p>
@@ -715,7 +715,7 @@ <h3 class="callout-title">Inspect the new container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>Start a bash shell in the container:</p>
 <div class="codewrapper sourceCode" id="cb19">
@@ -756,7 +756,7 @@ <h3 class="callout-title">Run the script</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <p>Start the container</p>
 <div class="codewrapper sourceCode" id="cb22">
@@ -792,7 +792,7 @@ <h3 class="callout-title">Explore Dockerfiles</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution7" aria-expanded="false" aria-controls="collapseSolution7">
   <h4 class="accordion-header" id="headingSolution7"> Show me the solution </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
 <div class="accordion-body">
 <p>You can start from the <a href="https://gitlab.com/hepcedar/rivet/-/blob/release-4-0-x/docker/rivet-pythia/Dockerfile?ref_type=heads" class="external-link">rivet-pythia
 image Dockerfile</a>.</p>
@@ -833,7 +833,7 @@ <h3 class="callout-title">Build a new Python image with the ML packages</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution8" aria-expanded="false" aria-controls="collapseSolution8">
   <h4 class="accordion-header" id="headingSolution8"> Show me the solution </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
 <div class="accordion-body">
 <p>The container image <code>FROM</code> which you want to build the new
 image is
@@ -924,7 +924,7 @@ <h3 class="callout-title">What can go wrong?</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution9" aria-expanded="false" aria-controls="collapseSolution9">
   <h4 class="accordion-header" id="headingSolution9"> Show me the solution </h4>
 </button>
-<div id="collapseSolution9" class="accordion-collapse collapse" aria-labelledby="headingSolution9" data-bs-parent="#accordionSolution9">
+<div id="collapseSolution9" class="accordion-collapse collapse" data-bs-parent="#accordionSolution9" aria-labelledby="headingSolution9">
 <div class="accordion-body">
 <p>We defined some of the Python packages without a version tag. The
 current versions will get installed. That’s fine if you intend to use
@@ -1040,7 +1040,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/05-building-docker-image.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-07-04",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/06-sharing-docker-image.html b/instructor/06-sharing-docker-image.html
index cd8961e..e46b25a 100644
--- a/instructor/06-sharing-docker-image.html
+++ b/instructor/06-sharing-docker-image.html
@@ -418,7 +418,7 @@ <h3 class="callout-title">Document your image</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Find your image in
 <code>https://hub.docker.com/u/&lt;yourdockerhubname&gt;</code>. Add a
@@ -620,7 +620,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/06-sharing-docker-image.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-07-05",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 2f26d09..d298538 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -366,8 +366,8 @@ <h1>Page not found</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/404.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/404.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 2c4ea9e..7016740 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -391,7 +391,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2022-08-05",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 1f23add..68f9267 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -439,7 +439,7 @@ <h1>Licenses</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/LICENSE.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2023-04-07",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 0b70419..b7aebec 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -521,7 +521,7 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-1" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-1">
+<div id="nav-tabpanel-1-1" class="tab-pane show active" aria-labelledby="nav-tab-1-1" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> following the WSL2 instructions or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the Linux instructions (Ubuntu/debian).</p>
@@ -529,11 +529,11 @@ <h3 class="tab-header" id="nav-tab-heading-1-3">
 <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-2" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-2">
+<div id="nav-tabpanel-1-2" class="tab-pane" aria-labelledby="nav-tab-1-2" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a></p>
 </div>
-<div id="nav-tabpanel-1-3" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-3">
+<div id="nav-tabpanel-1-3" class="tab-pane" aria-labelledby="nav-tab-1-3" role="tabpanel">
 <p>Install <a href="https://docs.docker.com/get-docker/" class="external-link">Docker
 Destop</a> or <a href="https://docs.docker.com/engine/install/" class="external-link">docker-engine</a>
 following the instruction for your Linux flavour.</p>
@@ -1436,7 +1436,7 @@ <h3 class="callout-title">Challenge 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Open the editor in your host system, create a file
 <code>example.txt</code> and save it to the shared working area in
@@ -1477,7 +1477,7 @@ <h3 class="callout-title">Challenge 2</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>If you are not already in the container, start it with</p>
 <div class="codewrapper sourceCode" id="cb14">
@@ -1520,7 +1520,7 @@ <h3 class="callout-title">Challenge 3</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Start a container in your shared <code>sherpa_work</code>
 directory:</p>
@@ -1565,7 +1565,7 @@ <h3 class="callout-title">Challenge 4</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>Start the Pythia container in your shared <code>pythia_work</code>
 directory:</p>
@@ -1793,7 +1793,7 @@ <h3 class="callout-title">Test that the Python package is in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1828,7 +1828,7 @@ <h3 class="callout-title">Inspect the container from the bash shell</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Start the container in its local bash shell:</p>
 <div class="codewrapper sourceCode" id="cb7">
@@ -1883,7 +1883,7 @@ <h3 class="callout-title">Run a single Python script in the container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Make a new subdirectory (you can name it <code>test</code>) and save
 the Python code in a file (name it <code>myscript.py</code>):</p>
@@ -1924,7 +1924,7 @@ <h3 class="callout-title">Make the Python script configurable</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>Save the following a file (e.g. <code>printme.py</code>) in the
 <code>test</code> directory:</p>
@@ -1946,7 +1946,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
 <button class="accordion-button spoiler-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSpoiler1" aria-expanded="false" aria-controls="collapseSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div> For fun 🎁 </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>As the docker command has become long, you could define a short-cut,
 an “alias”. First, verify your existing aliases:</p>
@@ -2019,7 +2019,7 @@ <h3 class="callout-title">Inspect the new container</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>Start a bash shell in the container:</p>
 <div class="codewrapper sourceCode" id="cb19">
@@ -2060,7 +2060,7 @@ <h3 class="callout-title">Run the script</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <p>Start the container</p>
 <div class="codewrapper sourceCode" id="cb22">
@@ -2098,7 +2098,7 @@ <h3 class="callout-title">Explore Dockerfiles</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution7" aria-expanded="false" aria-controls="collapseSolution7">
   <h4 class="accordion-header" id="headingSolution7"> Show me the solution </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
 <div class="accordion-body">
 <p>You can start from the <a href="https://gitlab.com/hepcedar/rivet/-/blob/release-4-0-x/docker/rivet-pythia/Dockerfile?ref_type=heads" class="external-link">rivet-pythia
 image Dockerfile</a>.</p>
@@ -2141,7 +2141,7 @@ <h3 class="callout-title">Build a new Python image with the ML packages</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution8" aria-expanded="false" aria-controls="collapseSolution8">
   <h4 class="accordion-header" id="headingSolution8"> Show me the solution </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
 <div class="accordion-body">
 <p>The container image <code>FROM</code> which you want to build the new
 image is
@@ -2232,7 +2232,7 @@ <h3 class="callout-title">What can go wrong?</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution9" aria-expanded="false" aria-controls="collapseSolution9">
   <h4 class="accordion-header" id="headingSolution9"> Show me the solution </h4>
 </button>
-<div id="collapseSolution9" class="accordion-collapse collapse" aria-labelledby="headingSolution9" data-bs-parent="#accordionSolution9">
+<div id="collapseSolution9" class="accordion-collapse collapse" data-bs-parent="#accordionSolution9" aria-labelledby="headingSolution9">
 <div class="accordion-body">
 <p>We defined some of the Python packages without a version tag. The
 current versions will get installed. That’s fine if you intend to use
@@ -2395,7 +2395,7 @@ <h3 class="callout-title">Document your image</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Find your image in
 <code>https://hub.docker.com/u/&lt;yourdockerhubname&gt;</code>. Add a
@@ -2592,8 +2592,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/aio.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/aio.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 590bec5..0c72646 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -415,8 +415,8 @@ <h3 id="06-sharing-docker-image-figure-1">Figure 1</h3>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/images.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/images.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index f462936..73b7a43 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -526,8 +526,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/index.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/index.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index e397062..79320a3 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -421,8 +421,8 @@ <h1>Instructor Notes</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/instructor-notes.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/instructor-notes.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 4f98820..fe43aba 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -459,8 +459,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/key-points.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/key-points.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 5ed5ba5..48ae9f2 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -346,8 +346,8 @@ <h1>Learner Profiles</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/profiles.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/profiles.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 3f6ccb7..fade743 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -387,7 +387,7 @@ <h1>Glossary</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/reference.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index c8a2b03..f04ce20 100644
--- a/key-points.html
+++ b/key-points.html
@@ -457,8 +457,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/key-points.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/key-points.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index c1ec11e..7572780 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-12-31T00:46Z
+last_built: 2025-01-07T00:48Z
diff --git a/profiles.html b/profiles.html
index 5368b25..5f0d7bd 100644
--- a/profiles.html
+++ b/profiles.html
@@ -346,8 +346,8 @@ <h1>Learner Profiles</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/profiles.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/profiles.html",
   "dateCreated": "2024-10-22",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 55ff9aa..c690777 100644
--- a/reference.html
+++ b/reference.html
@@ -385,7 +385,7 @@ <h1>Glossary</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/reference.html",
   "dateCreated": "2024-10-22",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-12-31"
+  "datePublished": "2025-01-07"
 }
 
   </script><script>