From f1158e91934d0bc8b0a71053a650cc25e55616e0 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 22 Oct 2024 01:27:35 +0000
Subject: [PATCH] site deploy

Auto-generated via `{sandpaper}`
Source  : 32ad050a7cae84f80d03e118329984babfe0c749
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-10-22 01:27:19 +0000
Message : markdown source builds

Auto-generated via `{sandpaper}`
Source  : be90897e41907908fa9861b252e1a3b5ce546cb3
Branch  : main
Author  : Sylvia Whittle <86117496+SylviaWhittle@users.noreply.github.com>
Time    : 2024-09-19 22:11:55 +0000
Message : Add short overview and improve structure
---
 00-introduction.html                         | 12 +++---
 01-why-test-my-code.html                     | 10 ++---
 02-simple-tests.html                         | 10 ++---
 03-interacting-with-tests.html               | 12 +++---
 04-unit-tests-best-practices.html            | 12 +++---
 05-testing-exceptions.html                   | 12 +++---
 06-testing-data-structures.html              | 10 ++---
 07-fixtures.html                             | 10 ++---
 08-parametrization.html                      | 12 +++---
 09-testing-output-files.html                 | 10 ++---
 10-CI.html                                   | 10 ++---
 404.html                                     |  8 ++--
 CODE_OF_CONDUCT.html                         | 10 ++---
 LICENSE.html                                 | 10 ++---
 aio.html                                     | 40 +++++++++----------
 images.html                                  |  8 ++--
 index.html                                   |  8 ++--
 instructor-notes.html                        |  8 ++--
 instructor/00-introduction.html              | 12 +++---
 instructor/01-why-test-my-code.html          | 10 ++---
 instructor/02-simple-tests.html              | 10 ++---
 instructor/03-interacting-with-tests.html    | 12 +++---
 instructor/04-unit-tests-best-practices.html | 12 +++---
 instructor/05-testing-exceptions.html        | 12 +++---
 instructor/06-testing-data-structures.html   | 10 ++---
 instructor/07-fixtures.html                  | 10 ++---
 instructor/08-parametrization.html           | 12 +++---
 instructor/09-testing-output-files.html      | 10 ++---
 instructor/10-CI.html                        | 10 ++---
 instructor/404.html                          |  8 ++--
 instructor/CODE_OF_CONDUCT.html              | 10 ++---
 instructor/LICENSE.html                      | 10 ++---
 instructor/aio.html                          | 40 +++++++++----------
 instructor/images.html                       |  8 ++--
 instructor/index.html                        |  8 ++--
 instructor/instructor-notes.html             |  8 ++--
 instructor/key-points.html                   |  8 ++--
 instructor/profiles.html                     |  8 ++--
 instructor/reference.html                    | 10 ++---
 key-points.html                              |  8 ++--
 md5sum.txt                                   | 42 ++++++++++----------
 pkgdown.yml                                  |  2 +-
 profiles.html                                |  8 ++--
 reference.html                               | 10 ++---
 44 files changed, 260 insertions(+), 260 deletions(-)

diff --git a/00-introduction.html b/00-introduction.html
index 7762fbf..12e1693 100644
--- a/00-introduction.html
+++ b/00-introduction.html
@@ -376,7 +376,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/00-introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -481,7 +481,7 @@ <h3 class="callout-title">Challenge 1: Talk to your neighbour</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">
 <ul><li>Perhaps during a project your code kept breaking and taking up a lot
 of your time?</li>
@@ -555,9 +555,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
         <!--<p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/">CC-BY 4.0</a> by <a href="https://carpentries.org/">The Carpentries</a></p>-->
-        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.8">sandpaper (0.16.8)</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 (1.0.4)</a></p>-->
+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9">sandpaper (0.16.9)</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 (1.0.4)</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/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9" class="external-link">sandpaper (0.16.9)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>,
       and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main" class="external-link">varnish (1.0.4) [UoS fork]</a>.</p>
 			</div>
@@ -581,8 +581,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://sylviawhittle.github.io/python-testing-for-research/00-introduction.html",
   "identifier": "https://sylviawhittle.github.io/python-testing-for-research/00-introduction.html",
   "dateCreated": "2024-03-08",
-  "dateModified": "2024-10-15",
-  "datePublished": "2024-10-15"
+  "dateModified": "2024-10-22",
+  "datePublished": "2024-10-22"
 }
 
   </script><script>
diff --git a/01-why-test-my-code.html b/01-why-test-my-code.html
index d43e01a..e44d5a7 100644
--- a/01-why-test-my-code.html
+++ b/01-why-test-my-code.html
@@ -379,7 +379,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Why Test My Code?</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/01-why-test-my-code.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -696,9 +696,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
         <!--<p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/">CC-BY 4.0</a> by <a href="https://carpentries.org/">The Carpentries</a></p>-->
-        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.8">sandpaper (0.16.8)</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 (1.0.4)</a></p>-->
+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9">sandpaper (0.16.9)</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 (1.0.4)</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/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9" class="external-link">sandpaper (0.16.9)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>,
       and <a href="https://github.com/RSE-Sheffield/uos-varnish/tree/main" class="external-link">varnish (1.0.4) [UoS fork]</a>.</p>
 			</div>
@@ -722,8 +722,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://sylviawhittle.github.io/python-testing-for-research/01-why-test-my-code.html",
   "identifier": "https://sylviawhittle.github.io/python-testing-for-research/01-why-test-my-code.html",
   "dateCreated": "2024-03-08",
-  "dateModified": "2024-10-15",
-  "datePublished": "2024-10-15"
+  "dateModified": "2024-10-22",
+  "datePublished": "2024-10-22"
 }
 
   </script><script>
diff --git a/02-simple-tests.html b/02-simple-tests.html
index 7eed060..d1bf26d 100644
--- a/02-simple-tests.html
+++ b/02-simple-tests.html
@@ -375,7 +375,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Simple Tests</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/02-simple-tests.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -689,9 +689,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
         <!--<p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/">CC-BY 4.0</a> by <a href="https://carpentries.org/">The Carpentries</a></p>-->
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9">sandpaper (0.16.9)</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 (1.0.4)</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/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9" class="external-link">sandpaper (0.16.9)</a>,
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 			</div>
@@ -715,8 +715,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://sylviawhittle.github.io/python-testing-for-research/02-simple-tests.html",
   "identifier": "https://sylviawhittle.github.io/python-testing-for-research/02-simple-tests.html",
   "dateCreated": "2024-03-08",
-  "dateModified": "2024-10-15",
-  "datePublished": "2024-10-15"
+  "dateModified": "2024-10-22",
+  "datePublished": "2024-10-22"
 }
 
   </script><script>
diff --git a/03-interacting-with-tests.html b/03-interacting-with-tests.html
index e9c6005..f610fdb 100644
--- a/03-interacting-with-tests.html
+++ b/03-interacting-with-tests.html
@@ -377,7 +377,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Interacting with Tests</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/03-interacting-with-tests.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -647,7 +647,7 @@ <h3 class="callout-title">Challenge - Experiment with pytest options</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">
 <ul><li><p>Run <code>pytest -v</code> to see more detailed output.</p></li>
 <li><p>Run <code>pytest -q</code> to see less detailed output.</p></li>
@@ -733,9 +733,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
         <!--<p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/">CC-BY 4.0</a> by <a href="https://carpentries.org/">The Carpentries</a></p>-->
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9">sandpaper (0.16.9)</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 (1.0.4)</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/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9" class="external-link">sandpaper (0.16.9)</a>,
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 			</div>
@@ -759,8 +759,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://sylviawhittle.github.io/python-testing-for-research/03-interacting-with-tests.html",
   "identifier": "https://sylviawhittle.github.io/python-testing-for-research/03-interacting-with-tests.html",
   "dateCreated": "2024-03-08",
-  "dateModified": "2024-10-15",
-  "datePublished": "2024-10-15"
+  "dateModified": "2024-10-22",
+  "datePublished": "2024-10-22"
 }
 
   </script><script>
diff --git a/04-unit-tests-best-practices.html b/04-unit-tests-best-practices.html
index 3fa8fef..04b6d8e 100644
--- a/04-unit-tests-best-practices.html
+++ b/04-unit-tests-best-practices.html
@@ -380,7 +380,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Unit tests &amp; Testing Practices</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/04-unit-tests-best-practices.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -720,7 +720,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <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>The function can be broken down into smaller functions, each of which
 can be tested separately:</p>
@@ -944,9 +944,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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         <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/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9" class="external-link">sandpaper (0.16.9)</a>,
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@@ -970,8 +970,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://sylviawhittle.github.io/python-testing-for-research/04-unit-tests-best-practices.html",
   "identifier": "https://sylviawhittle.github.io/python-testing-for-research/04-unit-tests-best-practices.html",
   "dateCreated": "2024-03-08",
-  "dateModified": "2024-10-15",
-  "datePublished": "2024-10-15"
+  "dateModified": "2024-10-22",
+  "datePublished": "2024-10-22"
 }
 
   </script><script>
diff --git a/05-testing-exceptions.html b/05-testing-exceptions.html
index aad5efd..4b975a7 100644
--- a/05-testing-exceptions.html
+++ b/05-testing-exceptions.html
@@ -374,7 +374,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Testing for Exceptions</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/05-testing-exceptions.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -480,7 +480,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <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">
 <div class="codewrapper sourceCode" id="cb5">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -558,9 +558,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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+        <!--<p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.9">sandpaper (0.16.9)</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 (1.0.4)</a></p>-->
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
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diff --git a/06-testing-data-structures.html b/06-testing-data-structures.html
index f11234b..f71dc36 100644
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         <h1>Testing Data Structures</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/06-testing-data-structures.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -1011,9 +1011,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/07-fixtures.html b/07-fixtures.html
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         <h1>Fixtures</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/07-fixtures.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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diff --git a/08-parametrization.html b/08-parametrization.html
index 753923c..5001f67 100644
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         <h1>Parametrization</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/08-parametrization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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diff --git a/09-testing-output-files.html b/09-testing-output-files.html
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         <h1>Regression Testing and Plots</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/09-testing-output-files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -702,9 +702,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/10-CI.html b/10-CI.html
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Continuous Integration with GitHub Actions</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/10-CI.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -645,9 +645,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index f36e490..004071c 100644
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         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -433,9 +433,9 @@ <h1>Contributor Code of Conduct</h1>
 
 
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diff --git a/LICENSE.html b/LICENSE.html
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         <h1>Licenses</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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+<p>Last updated on 2024-10-22 |
 
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+<p>Last updated on 2024-10-22 |
 
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-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
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 <div class="accordion-body">
 <ul><li>Perhaps during a project your code kept breaking and taking up a lot
 of your time?</li>
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
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diff --git a/instructor/01-why-test-my-code.html b/instructor/01-why-test-my-code.html
index f686e0c..f1871db 100644
--- a/instructor/01-why-test-my-code.html
+++ b/instructor/01-why-test-my-code.html
@@ -379,7 +379,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Why Test My Code?</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/01-why-test-my-code.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -698,9 +698,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.8" class="external-link">sandpaper (0.16.8)</a>,
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diff --git a/instructor/02-simple-tests.html b/instructor/02-simple-tests.html
index 5e7e060..ce6cbc7 100644
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@@ -375,7 +375,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Simple Tests</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/02-simple-tests.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -691,9 +691,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/03-interacting-with-tests.html b/instructor/03-interacting-with-tests.html
index 3524a19..7b6d53c 100644
--- a/instructor/03-interacting-with-tests.html
+++ b/instructor/03-interacting-with-tests.html
@@ -377,7 +377,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Interacting with Tests</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/03-interacting-with-tests.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -649,7 +649,7 @@ <h3 class="callout-title">Challenge - Experiment with pytest options</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
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 </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">
 <ul><li><p>Run <code>pytest -v</code> to see more detailed output.</p></li>
 <li><p>Run <code>pytest -q</code> to see less detailed output.</p></li>
@@ -735,9 +735,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/04-unit-tests-best-practices.html b/instructor/04-unit-tests-best-practices.html
index dad9f0c..40aed23 100644
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+++ b/instructor/04-unit-tests-best-practices.html
@@ -380,7 +380,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Unit tests &amp; Testing Practices</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/04-unit-tests-best-practices.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -722,7 +722,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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 </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>The function can be broken down into smaller functions, each of which
 can be tested separately:</p>
@@ -946,9 +946,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/05-testing-exceptions.html b/instructor/05-testing-exceptions.html
index 124d4c1..99fab7c 100644
--- a/instructor/05-testing-exceptions.html
+++ b/instructor/05-testing-exceptions.html
@@ -374,7 +374,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Testing for Exceptions</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/05-testing-exceptions.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -482,7 +482,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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 </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">
 <div class="codewrapper sourceCode" id="cb5">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -560,9 +560,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/06-testing-data-structures.html b/instructor/06-testing-data-structures.html
index ebce8b6..2f0f37f 100644
--- a/instructor/06-testing-data-structures.html
+++ b/instructor/06-testing-data-structures.html
@@ -374,7 +374,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Testing Data Structures</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/06-testing-data-structures.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -1013,9 +1013,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/07-fixtures.html b/instructor/07-fixtures.html
index d9cb9ab..b3e4694 100644
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@@ -375,7 +375,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Fixtures</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/07-fixtures.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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diff --git a/instructor/08-parametrization.html b/instructor/08-parametrization.html
index b57613a..7ed86e3 100644
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Parametrization</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/08-parametrization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Regression Testing and Plots</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/09-testing-output-files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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diff --git a/instructor/10-CI.html b/instructor/10-CI.html
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         <h1>Continuous Integration with GitHub Actions</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/10-CI.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -647,9 +647,9 @@ <h3 class="callout-title">Key Points</h3>
 
 
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -435,9 +435,9 @@ <h1>Contributor Code of Conduct</h1>
 
 
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
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         <h1>Licenses</h1>
-        <p>Last updated on 2024-10-15 |
+        <p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -491,9 +491,9 @@ <h1>Licenses</h1>
 
 
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 <section id="aio-00-introduction"><p>Content from <a href="00-introduction.html">Introduction</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/00-introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
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-<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">
 <ul>
 <li>Perhaps during a project your code kept breaking and taking up a lot
@@ -585,7 +585,7 @@ <h3 class="callout-title">Key Points</h3>
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 </section></section><section id="aio-01-why-test-my-code"><p>Content from <a href="01-why-test-my-code.html">Why Test My Code?</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/01-why-test-my-code.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -878,7 +878,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-02-simple-tests"><p>Content from <a href="02-simple-tests.html">Simple Tests</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/02-simple-tests.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1164,7 +1164,7 @@ <h3 class="callout-title">Key Points</h3>
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 </section></section><section id="aio-03-interacting-with-tests"><p>Content from <a href="03-interacting-with-tests.html">Interacting with Tests</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/03-interacting-with-tests.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1471,7 +1471,7 @@ <h3 class="callout-title">Challenge - Experiment with pytest options</h3>
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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" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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 <ul>
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 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/04-unit-tests-best-practices.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
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-<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">
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 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/05-testing-exceptions.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
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-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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@@ -2218,7 +2218,7 @@ <h3 class="callout-title">Key Points</h3>
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 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/06-testing-data-structures.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2819,7 +2819,7 @@ <h3 class="callout-title">Key Points</h3>
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 </section></section><section id="aio-07-fixtures"><p>Content from <a href="07-fixtures.html">Fixtures</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/07-fixtures.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -3310,7 +3310,7 @@ <h3 class="callout-title">Key Points</h3>
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 </section></section><section id="aio-08-parametrization"><p>Content from <a href="08-parametrization.html">Parametrization</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/08-parametrization.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
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-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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@@ -3579,7 +3579,7 @@ <h3 class="callout-title">Key Points</h3>
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 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/09-testing-output-files.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -3886,7 +3886,7 @@ <h3 class="callout-title">Key Points</h3>
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 </section></section><section id="aio-10-CI"><p>Content from <a href="10-CI.html">Continuous Integration with GitHub Actions</a></p>
 <hr>
-<p>Last updated on 2024-10-15 |
+<p>Last updated on 2024-10-22 |
 
         <a href="https://github.com/SylviaWhittle/python-testing-for-research/edit/main/episodes/10-CI.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
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index 3ff67f9..d6ec2fe 100644
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