Update notes for 2023-03-28

content/posts/2023-03.md

@@ -517,4 +517,69 @@ colly | awk '{print $1}' | sort | uniq -c | sort -h
 - I exported CGSpace to check for missing Initiative collection mappings
 - Start a harvest on AReS
 
+## 2023-03-27
+
+- The harvest on AReS was incredibly slow and I stopped it about half way twelve hours later
+  - Then I relied on the plugins to get missing items, which caused a high load on the server but actually worked fine
+- Continue working on thumbnails on DSpace
+
+## 2023-03-28
+
+- Regarding ImageMagick there are a few things I've learned
+  - The `-quality` setting does different things for different output formats, see: https://imagemagick.org/script/command-line-options.php#quality
+  - The `-compress` setting controls the compression algorithm for image data, and is unrelated to lossless/lossy
+    - On that note, `-compress lossless` for JPEGs refers to Lossless JPEG, which is not well defined or supported and should be avoided
+    - See: https://imagemagick.org/script/command-line-options.php#compress
+  - The way DSpace currently does its supersampling by exporting to a JPEG, then making a thumbnail of the JPEG, is a double lossy operation
+    - We should be exporting to something lossless like PNG, PPM, or MIFF, then making a thumbnail from that
+  - The PNG format is always lossless so the `-quality` setting controls compression and filtering, but has no effect on the appearance or signature of PNG images
+  - You can use `-quality n` with WebP's `-define webp:lossless=true`,  but I'm not sure about the interaction between ImageMagick quality and WebP lossless...
+    - Also, if converting from a lossless format to WebP lossless in the same command, ImageMagick will ignore quality settings
+  - The MIFF format is useful for piping between ImageMagick commands, but it is also lossless and the quality setting is ignored
+  - You can use a format specifier when piping between ImageMagick commands without writing a file
+  - For example, I want to create a lossless PNG from a distorted JPEG for comparison:
+
+```console
+$ magick convert reference.jpg -quality 85 jpg:- | convert - distorted-lossless.png
+```
+
+- If I convert the JPEG to PNG directly it will ignore the quality setting, so I set the quality and the output format, then pipe it to ImageMagick again to convert to lossless PNG
+- In an attempt to quantify the generation loss from DSpace's "JPG JPG" method of creating thumbnails I wrote a script called `generation-loss.sh` to test against a new "PNG JPG" method
+  - With my sample set of seventeen PDFs from CGSpace I found that _the "JPG JPG" method of thumbnailing results in scores an average of 1.6% lower than with the "PNG JPG" method_.
+  - The average file size with _the "PNG JPG" method was only 200 bytes larger_.
+- In my brief testing, the relationship between ImageMagick's `-quality` setting and WebP's `-define webp:lossless=true` setting are completely unpredictable:
+
+```console
+$ magick convert img/10568-103447.pdf.png /tmp/10568-103447.webp
+$ magick convert img/10568-103447.pdf.png -define webp:lossless=true /tmp/10568-103447-lossless.webp
+$ magick convert img/10568-103447.pdf.png -define webp:lossless=true -quality 50 /tmp/10568-103447-lossless-q50.webp
+$ magick convert img/10568-103447.pdf.png -quality 10 -define webp:lossless=true /tmp/10568-103447-lossless-q10.webp
+$ magick convert img/10568-103447.pdf.png -quality 90 -define webp:lossless=true /tmp/10568-103447-lossless-q90.webp
+$ ls -l /tmp/10568-103447*
+-rw-r--r-- 1 aorth aorth 359258 Mar 28 21:16 /tmp/10568-103447-lossless-q10.webp
+-rw-r--r-- 1 aorth aorth 303850 Mar 28 21:15 /tmp/10568-103447-lossless-q50.webp
+-rw-r--r-- 1 aorth aorth 296832 Mar 28 21:16 /tmp/10568-103447-lossless-q90.webp
+-rw-r--r-- 1 aorth aorth 299566 Mar 28 21:13 /tmp/10568-103447-lossless.webp
+-rw-r--r-- 1 aorth aorth 190718 Mar 28 21:13 /tmp/10568-103447.webp
+```
+
+- I'm curious to see a comparison between the ImageMagick `-define webp:emulate-jpeg-size=true` (aka `-jpeg_like` in cwebp) option compared to normal lossy WebP quality:
+
+```console
+$ for q in 70 80 90; do magick convert img/10568-103447.pdf.png -quality $q -define webp:emulate-jpeg-size=true /tmp/10568-103447-lossy-emulate-jpeg-q${q}.webp; done
+$ for q in 70 80 90; do magick convert /tmp/10568-103447-lossy-emulate-jpeg-q${q}.webp /tmp/10568-103447-lossy-emulate-jpeg-q${q}.webp.png; done
+$ for q in 70 80 90; do ssimulacra2 img/10568-103447.pdf.png /tmp/10568-103447-lossy-emulate-jpeg-q${q}.webp.png 2>/dev/null; done
+81.29082887
+84.42134524
+85.84458964
+$ for q in 70 80 90; do magick convert img/10568-103447.pdf.png -quality $q /tmp/10568-103447-lossy-q${q}.webp; done
+$ for q in 70 80 90; do magick convert /tmp/10568-103447-lossy-q${q}.webp /tmp/10568-103447-lossy-q${q}.webp.png; done
+$ for q in 70 80 90; do ssimulacra2 img/10568-103447.pdf.png /tmp/10568-103447-lossy-q${q}.webp.png 2>/dev/null; done
+77.25789006
+80.79140936
+84.79108246
+```
+
+- Using `-define webp:method=6` (versus default 4) gets a ~0.5% increase on ssimulacra2 score
+
 <!-- vim: set sw=2 ts=2: -->

docs/2023-03/index.html

@@ -16,7 +16,7 @@ I finally got through with porting the input form from DSpace 6 to DSpace 7
 <meta property="og:type" content="article" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/2023-03/" />
 <meta property="article:published_time" content="2023-03-01T07:58:36+03:00" />
-<meta property="article:modified_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="article:modified_time" content="2023-03-28T17:04:54+03:00" />
 
 
 
@@ -38,9 +38,9 @@ I finally got through with porting the input form from DSpace 6 to DSpace 7
   "@type": "BlogPosting",
   "headline": "March, 2023",
   "url": "https://alanorth.github.io/cgspace-notes/2023-03/",
-  "wordCount": "3600",
+  "wordCount": "4219",
   "datePublished": "2023-03-01T07:58:36+03:00",
-  "dateModified": "2023-03-24T13:19:13+03:00",
+  "dateModified": "2023-03-28T17:04:54+03:00",
   "author": {
     "@type": "Person",
     "name": "Alan Orth"
@@ -687,6 +687,83 @@ RL: performed 0 reads and 16 write i/o operations
 <li>I exported CGSpace to check for missing Initiative collection mappings</li>
 <li>Start a harvest on AReS</li>
 </ul>
+<h2 id="2023-03-27">2023-03-27</h2>
+<ul>
+<li>The harvest on AReS was incredibly slow and I stopped it about half way twelve hours later
+<ul>
+<li>Then I relied on the plugins to get missing items, which caused a high load on the server but actually worked fine</li>
+</ul>
+</li>
+<li>Continue working on thumbnails on DSpace</li>
+</ul>
+<h2 id="2023-03-28">2023-03-28</h2>
+<ul>
+<li>Regarding ImageMagick there are a few things I&rsquo;ve learned
+<ul>
+<li>The <code>-quality</code> setting does different things for different output formats, see: <a href="https://imagemagick.org/script/command-line-options.php#quality">https://imagemagick.org/script/command-line-options.php#quality</a></li>
+<li>The <code>-compress</code> setting controls the compression algorithm for image data, and is unrelated to lossless/lossy
+<ul>
+<li>On that note, <code>-compress lossless</code> for JPEGs refers to Lossless JPEG, which is not well defined or supported and should be avoided</li>
+<li>See: <a href="https://imagemagick.org/script/command-line-options.php#compress">https://imagemagick.org/script/command-line-options.php#compress</a></li>
+</ul>
+</li>
+<li>The way DSpace currently does its supersampling by exporting to a JPEG, then making a thumbnail of the JPEG, is a double lossy operation
+<ul>
+<li>We should be exporting to something lossless like PNG, PPM, or MIFF, then making a thumbnail from that</li>
+</ul>
+</li>
+<li>The PNG format is always lossless so the <code>-quality</code> setting controls compression and filtering, but has no effect on the appearance or signature of PNG images</li>
+<li>You can use <code>-quality n</code> with WebP&rsquo;s <code>-define webp:lossless=true</code>,  but I&rsquo;m not sure about the interaction between ImageMagick quality and WebP lossless&hellip;
+<ul>
+<li>Also, if converting from a lossless format to WebP lossless in the same command, ImageMagick will ignore quality settings</li>
+</ul>
+</li>
+<li>The MIFF format is useful for piping between ImageMagick commands, but it is also lossless and the quality setting is ignored</li>
+<li>You can use a format specifier when piping between ImageMagick commands without writing a file</li>
+<li>For example, I want to create a lossless PNG from a distorted JPEG for comparison:</li>
+</ul>
+</li>
+</ul>
+<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-console" data-lang="console"><span style="display:flex;"><span>$ magick convert reference.jpg -quality <span style="color:#ae81ff">85</span> jpg:- | convert - distorted-lossless.png
+</span></span></code></pre></div><ul>
+<li>If I convert the JPEG to PNG directly it will ignore the quality setting, so I set the quality and the output format, then pipe it to ImageMagick again to convert to lossless PNG</li>
+<li>In an attempt to quantify the generation loss from DSpace&rsquo;s &ldquo;JPG JPG&rdquo; method of creating thumbnails I wrote a script called <code>generation-loss.sh</code> to test against a new &ldquo;PNG JPG&rdquo; method
+<ul>
+<li>With my sample set of seventeen PDFs from CGSpace I found that <em>the &ldquo;JPG JPG&rdquo; method of thumbnailing results in scores an average of 1.6% lower than with the &ldquo;PNG JPG&rdquo; method</em>.</li>
+<li>The average file size with <em>the &ldquo;PNG JPG&rdquo; method was only 200 bytes larger</em>.</li>
+</ul>
+</li>
+<li>In my brief testing, the relationship between ImageMagick&rsquo;s <code>-quality</code> setting and WebP&rsquo;s <code>-define webp:lossless=true</code> setting are completely unpredictable:</li>
+</ul>
+<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-console" data-lang="console"><span style="display:flex;"><span>$ magick convert img/10568-103447.pdf.png /tmp/10568-103447.webp
+</span></span><span style="display:flex;"><span>$ magick convert img/10568-103447.pdf.png -define webp:lossless<span style="color:#f92672">=</span>true /tmp/10568-103447-lossless.webp
+</span></span><span style="display:flex;"><span>$ magick convert img/10568-103447.pdf.png -define webp:lossless<span style="color:#f92672">=</span>true -quality <span style="color:#ae81ff">50</span> /tmp/10568-103447-lossless-q50.webp
+</span></span><span style="display:flex;"><span>$ magick convert img/10568-103447.pdf.png -quality <span style="color:#ae81ff">10</span> -define webp:lossless<span style="color:#f92672">=</span>true /tmp/10568-103447-lossless-q10.webp
+</span></span><span style="display:flex;"><span>$ magick convert img/10568-103447.pdf.png -quality <span style="color:#ae81ff">90</span> -define webp:lossless<span style="color:#f92672">=</span>true /tmp/10568-103447-lossless-q90.webp
+</span></span><span style="display:flex;"><span>$ ls -l /tmp/10568-103447*
+</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 359258 Mar 28 21:16 /tmp/10568-103447-lossless-q10.webp
+</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 303850 Mar 28 21:15 /tmp/10568-103447-lossless-q50.webp
+</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 296832 Mar 28 21:16 /tmp/10568-103447-lossless-q90.webp
+</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 299566 Mar 28 21:13 /tmp/10568-103447-lossless.webp
+</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 190718 Mar 28 21:13 /tmp/10568-103447.webp
+</span></span></code></pre></div><ul>
+<li>I&rsquo;m curious to see a comparison between the ImageMagick <code>-define webp:emulate-jpeg-size=true</code> (aka <code>-jpeg_like</code> in cwebp) option compared to normal lossy WebP quality:</li>
+</ul>
+<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-console" data-lang="console"><span style="display:flex;"><span>$ <span style="color:#66d9ef">for</span> q in <span style="color:#ae81ff">70</span> <span style="color:#ae81ff">80</span> 90; <span style="color:#66d9ef">do</span> magick convert img/10568-103447.pdf.png -quality $q -define webp:emulate-jpeg-size<span style="color:#f92672">=</span>true /tmp/10568-103447-lossy-emulate-jpeg-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp; <span style="color:#66d9ef">done</span>
+</span></span><span style="display:flex;"><span>$ <span style="color:#66d9ef">for</span> q in <span style="color:#ae81ff">70</span> <span style="color:#ae81ff">80</span> 90; <span style="color:#66d9ef">do</span> magick convert /tmp/10568-103447-lossy-emulate-jpeg-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp /tmp/10568-103447-lossy-emulate-jpeg-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp.png; <span style="color:#66d9ef">done</span>
+</span></span><span style="display:flex;"><span>$ <span style="color:#66d9ef">for</span> q in <span style="color:#ae81ff">70</span> <span style="color:#ae81ff">80</span> 90; <span style="color:#66d9ef">do</span> ssimulacra2 img/10568-103447.pdf.png /tmp/10568-103447-lossy-emulate-jpeg-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp.png 2&gt;/dev/null; <span style="color:#66d9ef">done</span>
+</span></span><span style="display:flex;"><span>81.29082887
+</span></span><span style="display:flex;"><span>84.42134524
+</span></span><span style="display:flex;"><span>85.84458964
+</span></span><span style="display:flex;"><span>$ <span style="color:#66d9ef">for</span> q in <span style="color:#ae81ff">70</span> <span style="color:#ae81ff">80</span> 90; <span style="color:#66d9ef">do</span> magick convert img/10568-103447.pdf.png -quality $q /tmp/10568-103447-lossy-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp; <span style="color:#66d9ef">done</span>
+</span></span><span style="display:flex;"><span>$ <span style="color:#66d9ef">for</span> q in <span style="color:#ae81ff">70</span> <span style="color:#ae81ff">80</span> 90; <span style="color:#66d9ef">do</span> magick convert /tmp/10568-103447-lossy-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp /tmp/10568-103447-lossy-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp.png; <span style="color:#66d9ef">done</span>
+</span></span><span style="display:flex;"><span>$ <span style="color:#66d9ef">for</span> q in <span style="color:#ae81ff">70</span> <span style="color:#ae81ff">80</span> 90; <span style="color:#66d9ef">do</span> ssimulacra2 img/10568-103447.pdf.png /tmp/10568-103447-lossy-q<span style="color:#e6db74">${</span>q<span style="color:#e6db74">}</span>.webp.png 2&gt;/dev/null; <span style="color:#66d9ef">done</span>
+</span></span><span style="display:flex;"><span>77.25789006
+</span></span><span style="display:flex;"><span>80.79140936
+</span></span><span style="display:flex;"><span>84.79108246
+</span></span></code></pre></div><ul>
+<li>Using <code>-define webp:method=6</code> (versus default 4) gets a ~0.5% increase on ssimulacra2 score</li>
+</ul>
 <!-- raw HTML omitted -->
 
   

docs/categories/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/page/2/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/page/3/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/page/4/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/page/5/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/page/6/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/categories/notes/page/7/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/categories/notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/10/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/2/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/3/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/4/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/5/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/6/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/7/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/8/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/page/9/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/10/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/2/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/3/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/4/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/5/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/6/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/7/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/8/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/posts/page/9/index.html

@@ -10,7 +10,7 @@
 <meta property="og:description" content="Documenting day-to-day work on the [CGSpace](https://cgspace.cgiar.org) repository." />
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://alanorth.github.io/cgspace-notes/posts/" />
-<meta property="og:updated_time" content="2023-03-24T13:19:13+03:00" />
+<meta property="og:updated_time" content="2023-03-28T17:04:54+03:00" />
 
 
 

docs/sitemap.xml

@@ -3,19 +3,19 @@
   xmlns:xhtml="http://www.w3.org/1999/xhtml">
   <url>
     <loc>https://alanorth.github.io/cgspace-notes/categories/</loc>
-    <lastmod>2023-03-24T13:19:13+03:00</lastmod>
+    <lastmod>2023-03-28T17:04:54+03:00</lastmod>
   </url><url>
     <loc>https://alanorth.github.io/cgspace-notes/</loc>
-    <lastmod>2023-03-24T13:19:13+03:00</lastmod>
+    <lastmod>2023-03-28T17:04:54+03:00</lastmod>
   </url><url>
     <loc>https://alanorth.github.io/cgspace-notes/2023-03/</loc>
-    <lastmod>2023-03-24T13:19:13+03:00</lastmod>
+    <lastmod>2023-03-28T17:04:54+03:00</lastmod>
   </url><url>
     <loc>https://alanorth.github.io/cgspace-notes/categories/notes/</loc>
-    <lastmod>2023-03-24T13:19:13+03:00</lastmod>
+    <lastmod>2023-03-28T17:04:54+03:00</lastmod>
   </url><url>
     <loc>https://alanorth.github.io/cgspace-notes/posts/</loc>
-    <lastmod>2023-03-24T13:19:13+03:00</lastmod>
+    <lastmod>2023-03-28T17:04:54+03:00</lastmod>
   </url><url>
     <loc>https://alanorth.github.io/cgspace-notes/2023-02/</loc>
     <lastmod>2023-03-01T08:30:25+03:00</lastmod>