From ca047b9d36a1ddef674c391cfd2f6d3776d6e1c0 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 10 Sep 2024 00:04:03 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 985265eafa8301e1f13b684e3077bc1440c8c324
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-09-01 17:04:32 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : aaba5657c2a6091d657721741eeeb8534aaa4a76
Branch  : main
Author  : Robert Chisholm <r.chisholm@sheffield.ac.uk>
Time    : 2024-09-01 17:03:47 +0000
Message : Add info about RSECon24 talk 'Performant Python Patterns'
---
 404.html                                      |  8 ++---
 CODE_OF_CONDUCT.html                          |  6 ++--
 LICENSE.html                                  |  6 ++--
 acknowledgements.html                         |  6 ++--
 aio.html                                      | 20 ++++++------
 images.html                                   |  8 ++---
 index.html                                    |  8 ++---
 instructor-notes.html                         |  8 ++---
 instructor/404.html                           |  8 ++---
 instructor/CODE_OF_CONDUCT.html               |  6 ++--
 instructor/LICENSE.html                       |  6 ++--
 instructor/acknowledgements.html              |  6 ++--
 instructor/aio.html                           | 32 +++++++++----------
 instructor/images.html                        |  8 ++---
 instructor/index.html                         |  8 ++---
 instructor/instructor-notes.html              |  8 ++---
 instructor/key-points.html                    |  8 ++---
 instructor/long-break1.html                   |  6 ++--
 instructor/optimisation-conclusion.html       |  6 ++--
 ...timisation-data-structures-algorithms.html | 12 +++----
 instructor/optimisation-introduction.html     |  6 ++--
 instructor/optimisation-memory.html           |  6 ++--
 instructor/optimisation-minimise-python.html  |  6 ++--
 instructor/optimisation-use-latest.html       |  6 ++--
 instructor/ppp.html                           |  6 ++--
 instructor/profiles.html                      |  8 ++---
 instructor/profiling-conclusion.html          |  6 ++--
 instructor/profiling-functions.html           | 20 ++++++------
 instructor/profiling-introduction.html        | 10 +++---
 instructor/profiling-lines.html               |  6 ++--
 instructor/registration.html                  |  6 ++--
 instructor/short-break1.html                  |  6 ++--
 key-points.html                               |  8 ++---
 long-break1.html                              |  6 ++--
 optimisation-conclusion.html                  |  6 ++--
 optimisation-data-structures-algorithms.html  | 10 +++---
 optimisation-introduction.html                |  6 ++--
 optimisation-memory.html                      |  6 ++--
 optimisation-minimise-python.html             |  6 ++--
 optimisation-use-latest.html                  |  6 ++--
 pkgdown.yml                                   |  2 +-
 ppp.html                                      |  6 ++--
 profiles.html                                 |  8 ++---
 profiling-conclusion.html                     |  6 ++--
 profiling-functions.html                      | 12 +++----
 profiling-introduction.html                   |  8 ++---
 profiling-lines.html                          |  6 ++--
 registration.html                             |  6 ++--
 short-break1.html                             |  6 ++--
 49 files changed, 195 insertions(+), 195 deletions(-)

diff --git a/404.html b/404.html
index 55437e8..d500975 100644
--- a/404.html
+++ b/404.html
@@ -377,9 +377,9 @@ <h1>Page not found</h1>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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 			</div>
@@ -403,8 +403,8 @@ <h1>Page not found</h1>
   "url": "rse.shef.ac.uk/pando-python/404.html",
   "identifier": "rse.shef.ac.uk/pando-python/404.html",
   "dateCreated": "2024-02-01",
-  "dateModified": "2024-09-03",
-  "datePublished": "2024-09-03"
+  "dateModified": "2024-09-10",
+  "datePublished": "2024-09-10"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 52790b6..2371e68 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -383,9 +383,9 @@ <h1>Contributor Code of Conduct</h1>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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 			</div>
@@ -410,7 +410,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "rse.shef.ac.uk/pando-python/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-01",
   "dateModified": "2024-03-20",
-  "datePublished": "2024-09-03"
+  "datePublished": "2024-09-10"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index dcda785..cf3d733 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -431,9 +431,9 @@ <h1>Licenses</h1>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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@@ -458,7 +458,7 @@ <h1>Licenses</h1>
   "identifier": "rse.shef.ac.uk/pando-python/LICENSE.html",
   "dateCreated": "2024-02-01",
   "dateModified": "2024-03-20",
-  "datePublished": "2024-09-03"
+  "datePublished": "2024-09-10"
 }
 
   </script><script>
diff --git a/acknowledgements.html b/acknowledgements.html
index 6969ab0..62b2e8b 100644
--- a/acknowledgements.html
+++ b/acknowledgements.html
@@ -402,9 +402,9 @@ <h1>Acknowledgements</h1>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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@@ -429,7 +429,7 @@ <h1>Acknowledgements</h1>
   "identifier": "rse.shef.ac.uk/pando-python/acknowledgements.html",
   "dateCreated": "2024-02-01",
   "dateModified": "2024-03-20",
-  "datePublished": "2024-09-03"
+  "datePublished": "2024-09-10"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index a70e567..47451a2 100644
--- a/aio.html
+++ b/aio.html
@@ -691,7 +691,7 @@ <h3 class="callout-title">Exercise (5 minutes)</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <ul>
 <li>What tools and techniques would be required?</li>
@@ -1262,7 +1262,7 @@ <h3 class="callout-title">Exercise 1: Travelling Salesperson</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
 <div class="accordion-body">
 <ul>
 <li>If a hotspot isn’t visible with the argument <code>1</code>, try
@@ -1280,7 +1280,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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">
 <p>The hotspot only becomes visible when an argument of <code>5</code>
 or greater is passed.</p>
@@ -1338,7 +1338,7 @@ <h3 class="callout-title">Exercise 2: Predator Prey</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>It should be clear from the profile that the method
 <code>Grass::eaten()</code> (from <code>predprey.py:278</code>) occupies
@@ -2757,7 +2757,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <ul>
 <li>
@@ -2785,7 +2785,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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>Constructing a set by passing in a single list is the clear
 winner.</p>
@@ -4394,9 +4394,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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@@ -4421,8 +4421,8 @@ <h3 class="callout-title">Key Points</h3>
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   "identifier": "rse.shef.ac.uk/pando-python/aio.html",
   "dateCreated": "2024-02-01",
-  "dateModified": "2024-09-03",
-  "datePublished": "2024-09-03"
+  "dateModified": "2024-09-10",
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 }
 
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diff --git a/images.html b/images.html
index ed68adf..b74deab 100644
--- a/images.html
+++ b/images.html
@@ -504,9 +504,9 @@ <h3 id="optimisation-memory-figure-3">Figure 3</h3>
 
 
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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@@ -531,8 +531,8 @@ <h3 id="optimisation-memory-figure-3">Figure 3</h3>
   "url": "rse.shef.ac.uk/pando-python/images.html",
   "identifier": "rse.shef.ac.uk/pando-python/images.html",
   "dateCreated": "2024-02-01",
-  "dateModified": "2024-09-03",
-  "datePublished": "2024-09-03"
+  "dateModified": "2024-09-10",
+  "datePublished": "2024-09-10"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index ae93a5f..1888786 100644
--- a/index.html
+++ b/index.html
@@ -484,9 +484,9 @@ <h3 class="code-label">SH<i aria-hidden="true" data-feather="chevron-left"></i><
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7" class="external-link">sandpaper (0.16.7)</a>,
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index 66cb46b..e8827be 100644
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@@ -427,9 +427,9 @@ <h1>Instructor Notes</h1>
 
 
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
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   "dateCreated": "2024-02-01",
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diff --git a/instructor/acknowledgements.html b/instructor/acknowledgements.html
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   "dateCreated": "2024-02-01",
   "dateModified": "2024-03-20",
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diff --git a/instructor/aio.html b/instructor/aio.html
index 5908f85..2844c29 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -492,7 +492,7 @@ <h3 class="callout-title">All Programmers Can Benefit</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The bottlenecked implementation was naively parsing a 10MB JSON file
 to create a list of unique items.</p>
@@ -721,7 +721,7 @@ <h3 class="callout-title">Exercise (5 minutes)</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
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 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>It can help to run these examples by running <code>snakeviz</code>
 live. For the worked example you may wish to also show the code (e.g. in
@@ -1121,7 +1121,7 @@ <h3 class="code-label">PY<i aria-hidden="true" data-feather="chevron-left"></i><
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 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <p>Demonstrate this!</p>
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 </button>
-<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
 <div class="accordion-body">
 <p>Arguments 1-9 passed to <code>travellingsales.py</code> should
 execute relatively fast (less than a minute)</p>
@@ -1355,7 +1355,7 @@ <h3 class="callout-title">Exercise 1: Travelling Salesperson</h3>
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 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
 <div class="accordion-body">
 <ul>
 <li>If a hotspot isn’t visible with the argument <code>1</code>, try
@@ -1373,7 +1373,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
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   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
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-<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">
 <p>The hotspot only becomes visible when an argument of <code>5</code>
 or greater is passed.</p>
@@ -1398,7 +1398,7 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
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 </button>
-<div id="collapseInstructor4" class="accordion-collapse collapse" aria-labelledby="headingInstructor4" data-bs-parent="#accordionInstructor4">
+<div id="collapseInstructor4" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor4" aria-labelledby="headingInstructor4">
 <div class="accordion-body">
 <p>The default configuration of the Predator Prey model takes around 10
 seconds to run, it may be slower on other hardware.</p>
@@ -1453,7 +1453,7 @@ <h3 class="callout-title">Exercise 2: Predator Prey</h3>
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 </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>It should be clear from the profile that the method
 <code>Grass::eaten()</code> (from <code>predprey.py:278</code>) occupies
@@ -2638,7 +2638,7 @@ <h3 class="card-title">Objectives</h3>
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   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The important information for students to learn within this episode
 are the patterns demonstrated via the benchmarks.</p>
@@ -2939,7 +2939,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <ul>
 <li>
@@ -2967,7 +2967,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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>Constructing a set by passing in a single list is the clear
 winner.</p>
@@ -4581,9 +4581,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/optimisation-minimise-python.html b/instructor/optimisation-minimise-python.html
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--- a/instructor/optimisation-minimise-python.html
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diff --git a/instructor/optimisation-use-latest.html b/instructor/optimisation-use-latest.html
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diff --git a/instructor/ppp.html b/instructor/ppp.html
index fb41fc2..16330fc 100644
--- a/instructor/ppp.html
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diff --git a/instructor/profiles.html b/instructor/profiles.html
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diff --git a/instructor/profiling-conclusion.html b/instructor/profiling-conclusion.html
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diff --git a/instructor/profiling-functions.html b/instructor/profiling-functions.html
index 5a9957c..be10942 100644
--- a/instructor/profiling-functions.html
+++ b/instructor/profiling-functions.html
@@ -542,7 +542,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
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 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>It can help to run these examples by running <code>snakeviz</code>
 live. For the worked example you may wish to also show the code (e.g. in
@@ -652,7 +652,7 @@ <h3 class="code-label">PY<i aria-hidden="true" data-feather="chevron-left"></i><
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-<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <p>Demonstrate this!</p>
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 </button>
-<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
 <div class="accordion-body">
 <p>Arguments 1-9 passed to <code>travellingsales.py</code> should
 execute relatively fast (less than a minute)</p>
@@ -877,7 +877,7 @@ <h3 class="callout-title">Exercise 1: Travelling Salesperson</h3>
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   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
 <div class="accordion-body">
 <ul><li>If a hotspot isn’t visible with the argument <code>1</code>, try
 increasing the value.</li>
@@ -893,7 +893,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
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 </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">
 <p>The hotspot only becomes visible when an argument of <code>5</code>
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-<div id="collapseInstructor4" class="accordion-collapse collapse" aria-labelledby="headingInstructor4" data-bs-parent="#accordionInstructor4">
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 <div class="accordion-body">
 <p>The default configuration of the Predator Prey model takes around 10
 seconds to run, it may be slower on other hardware.</p>
@@ -971,7 +971,7 @@ <h3 class="callout-title">Exercise 2: Predator Prey</h3>
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 </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>It should be clear from the profile that the method
 <code>Grass::eaten()</code> (from <code>predprey.py:278</code>) occupies
@@ -1066,9 +1066,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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   "dateCreated": "2024-02-01",
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diff --git a/instructor/profiling-introduction.html b/instructor/profiling-introduction.html
index 31ba1a2..f5f345a 100644
--- a/instructor/profiling-introduction.html
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 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The bottlenecked implementation was naively parsing a 10MB JSON file
 to create a list of unique items.</p>
@@ -644,7 +644,7 @@ <h3 class="callout-title">Exercise (5 minutes)</h3>
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diff --git a/optimisation-minimise-python.html b/optimisation-minimise-python.html
index 242e293..a590b8e 100644
--- a/optimisation-minimise-python.html
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diff --git a/optimisation-use-latest.html b/optimisation-use-latest.html
index 3c7ae90..7294e3a 100644
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diff --git a/pkgdown.yml b/pkgdown.yml
index 4f1f5d1..1138a15 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
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+last_built: 2024-09-10T00:03Z
diff --git a/ppp.html b/ppp.html
index 6e6b8a7..df5e23f 100644
--- a/ppp.html
+++ b/ppp.html
@@ -388,9 +388,9 @@ <h1>Performant Python Patterns (Talk)</h1>
 
 
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   "dateCreated": "2024-02-01",
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diff --git a/profiles.html b/profiles.html
index a1f69e7..0eefaed 100644
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-  "dateModified": "2024-09-03",
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diff --git a/profiling-conclusion.html b/profiling-conclusion.html
index 95cdbb7..142d198 100644
--- a/profiling-conclusion.html
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@@ -447,9 +447,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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   "dateCreated": "2024-02-01",
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diff --git a/profiling-functions.html b/profiling-functions.html
index d6f4d58..b074cd8 100644
--- a/profiling-functions.html
+++ b/profiling-functions.html
@@ -817,7 +817,7 @@ <h3 class="callout-title">Exercise 1: Travelling Salesperson</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
 <div class="accordion-body">
 <ul><li>If a hotspot isn’t visible with the argument <code>1</code>, try
 increasing the value.</li>
@@ -833,7 +833,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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">
 <p>The hotspot only becomes visible when an argument of <code>5</code>
 or greater is passed.</p>
@@ -891,7 +891,7 @@ <h3 class="callout-title">Exercise 2: Predator Prey</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>It should be clear from the profile that the method
 <code>Grass::eaten()</code> (from <code>predprey.py:278</code>) occupies
@@ -986,9 +986,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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   "dateCreated": "2024-02-01",
   "dateModified": "2024-03-28",
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diff --git a/profiling-introduction.html b/profiling-introduction.html
index afec0f2..1b4c981 100644
--- a/profiling-introduction.html
+++ b/profiling-introduction.html
@@ -619,7 +619,7 @@ <h3 class="callout-title">Exercise (5 minutes)</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <ul><li>What tools and techniques would be required?</li>
 <li>Is there a clear priority to these approaches?</li>
@@ -703,9 +703,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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   "dateCreated": "2024-02-01",
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diff --git a/profiling-lines.html b/profiling-lines.html
index 8cf01b5..ac68a07 100644
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@@ -1063,9 +1063,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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@@ -1090,7 +1090,7 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/registration.html b/registration.html
index b0526ce..358cf01 100644
--- a/registration.html
+++ b/registration.html
@@ -390,9 +390,9 @@ <h1>Registration Information</h1>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.6" class="external-link">sandpaper (0.16.6)</a>,
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@@ -417,7 +417,7 @@ <h1>Registration Information</h1>
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   "dateCreated": "2024-02-01",
   "dateModified": "2024-04-08",
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diff --git a/short-break1.html b/short-break1.html
index ae4f0ab..f33d7ae 100644
--- a/short-break1.html
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@@ -381,9 +381,9 @@ <h1>Break</h1>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.7">sandpaper (0.16.7)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6">pegboard (0.7.6)</a>, and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main">varnish (1.0.2.9000)</a></p>-->
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@@ -408,7 +408,7 @@ <h1>Break</h1>
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   "dateModified": "2024-03-28",
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