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Remove cg.subject.wle and cg.identifier.wletheme from CGSpace input form after confirming with IWMI colleagues that they no longer need them (WLE closed in 2021)
iso-codes 4.13.0 was released, which incorporates my changes to the common names for Iran, Laos, and Syria
I finally got through with porting the input form from DSpace 6 to DSpace 7
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Remove cg.subject.wle and cg.identifier.wletheme from CGSpace input form after confirming with IWMI colleagues that they no longer need them (WLE closed in 2021)
iso-codes 4.13.0 was released, which incorporates my changes to the common names for Iran, Laos, and Syria
I finally got through with porting the input form from DSpace 6 to DSpace 7
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<h2 class="blog-post-title" dir="auto"><a href="https://alanorth.github.io/cgspace-notes/2023-03/">March, 2023</a></h2>
<p class="blog-post-meta">
<time datetime="2023-03-01T07:58:36+03:00">Wed Mar 01, 2023</time>
in
<span class="fas fa-folder" aria-hidden="true"></span>&nbsp;<a href="/categories/notes/" rel="category tag">Notes</a>
</p>
</header>
<h2 id="2023-03-01">2023-03-01</h2>
<ul>
<li>Remove <code>cg.subject.wle</code> and <code>cg.identifier.wletheme</code> from CGSpace input form after confirming with IWMI colleagues that they no longer need them (WLE closed in 2021)</li>
<li><a href="https://salsa.debian.org/iso-codes-team/iso-codes/-/blob/main/CHANGELOG.md#4130-2023-02-28">iso-codes 4.13.0 was released</a>, which incorporates my changes to the common names for Iran, Laos, and Syria</li>
<li>I finally got through with porting the input form from DSpace 6 to DSpace 7</li>
</ul>
<ul>
<li>I can&rsquo;t put my finger on it, but the input form has to be formatted very particularly, for example if your rows have more than two fields in them with out a sufficient Bootstrap grid style, or if you use a <code>twobox</code>, etc, the entire form step appears blank</li>
</ul>
<h2 id="2023-03-02">2023-03-02</h2>
<ul>
<li>I did some experiments with the new <a href="https://datapythonista.me/blog/pandas-20-and-the-arrow-revolution-part-i">Pandas 2.0.0rc0 Apache Arrow support</a>
<ul>
<li>There is a change to the way nulls are handled and it causes my tests for <code>pd.isna(field)</code> to fail</li>
<li>I think we need consider blanks as null, but I&rsquo;m not sure</li>
</ul>
</li>
<li>I made some adjustments to the Discovery sidebar facets on DSpace 6 while I was looking at the DSpace 7 configuration
<ul>
<li>I downgraded CIFOR subject, Humidtropics subject, Drylands subject, ICARDA subject, and Language from DiscoverySearchFilterFacet to DiscoverySearchFilter in <code>discovery.xml</code> since we are no longer using them in sidebar facets</li>
</ul>
</li>
</ul>
<h2 id="2023-03-03">2023-03-03</h2>
<ul>
<li>Atmire merged one of my old pull requests into COUNTER-Robots:
<ul>
<li><a href="https://github.com/atmire/COUNTER-Robots/pull/54">COUNTER_Robots_list.json: Add new bots</a></li>
</ul>
</li>
<li>I will update the local ILRI overrides in our DSpace spider agents file</li>
</ul>
<h2 id="2023-03-04">2023-03-04</h2>
<ul>
<li>Submit a <a href="https://github.com/flyingcircusio/pycountry/pull/156">pull request on pycountry to use iso-codes 4.13.0</a></li>
</ul>
<h2 id="2023-03-05">2023-03-05</h2>
<ul>
<li>Start a harvest on AReS</li>
</ul>
<h2 id="2023-03-06">2023-03-06</h2>
<ul>
<li>Export CGSpace to do Initiative collection mappings
<ul>
<li>There were thirty-three that needed updating</li>
</ul>
</li>
<li>Send Abenet and Sam a list of twenty-one CAS publications that had been marked as &ldquo;multiple documents&rdquo; that we uploaded as metadata-only items
<ul>
<li>Goshu will download the PDFs for each and upload them to the items on CGSpace manually</li>
</ul>
</li>
<li>I spent some time trying to get csv-metadata-quality working with the new Arrow backend for Pandas 2.0.0rc0
<ul>
<li>It seems there is a problem recognizing empty strings as na with <code>pd.isna()</code></li>
<li>If I do <code>pd.isna(field) or field == &quot;&quot;</code> then it works as expected, but that feels hacky</li>
<li>I&rsquo;m going to test again on the next release&hellip;</li>
<li>Note that I had been setting both of these global options:</li>
</ul>
</li>
</ul>
<pre tabindex="0"><code>pd.options.mode.dtype_backend = &#39;pyarrow&#39;
pd.options.mode.nullable_dtypes = True
</code></pre><ul>
<li>Then reading the CSV like this:</li>
</ul>
<pre tabindex="0"><code>df = pd.read_csv(args.input_file, engine=&#39;pyarrow&#39;, dtype=&#39;string[pyarrow]&#39;
</code></pre><h2 id="2023-03-07">2023-03-07</h2>
<ul>
<li>Create a PostgreSQL 14 instance on my local environment to start testing compatibility with DSpace 6 as well as all my scripts:</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>$ podman pull docker.io/library/postgres:14-alpine
</span></span><span style="display:flex;"><span>$ podman run --name dspacedb14 -v dspacedb14_data:/var/lib/postgresql/data -e POSTGRES_PASSWORD<span style="color:#f92672">=</span>postgres -p 5432:5432 -d postgres:14-alpine
</span></span><span style="display:flex;"><span>$ createuser -h localhost -p <span style="color:#ae81ff">5432</span> -U postgres --pwprompt dspacetest
</span></span><span style="display:flex;"><span>$ createdb -h localhost -p <span style="color:#ae81ff">5432</span> -U postgres -O dspacetest --encoding<span style="color:#f92672">=</span>UNICODE dspacetest
</span></span></code></pre></div><ul>
<li>Peter sent me a list of items that had ILRI affiation on Altmetric, but that didn&rsquo;t have Handles
<ul>
<li>I ran a duplicate check on them to find if they exist or if we can import them</li>
<li>There were about ninety matches, but a few dozen of those were pre-prints!</li>
<li>After excluding those there were about sixty-one items we already have on CGSpace so I will add their DOIs to the existing items
<ul>
<li>After joining these with the records from CGSpace and inspecting the DOIs I found that only forty-four were new DOIs</li>
<li>Surprisingly some of the DOIs on Altmetric were not working, though we also had some that were not working (specifically the Journal of Agricultural Economics seems to have reassigned DOIs)</li>
</ul>
</li>
<li>For the rest of the ~359 items I extracted their DOIs and looked up the metadata on Crossref using my <code>crossref-doi-lookup.py</code> script
<ul>
<li>After spending some time cleaning the data in OpenRefine I realized we don&rsquo;t get access status from Crossref</li>
<li>We can imply it if the item is Creative Commons, but otherwise I might be able to use <a href="https://unpaywall.org/products/api">Unpaywall&rsquo;s API</a></li>
<li>I found some false positives in Unpaywall, so I might only use their data when it says the DOI is not OA&hellip;</li>
</ul>
</li>
</ul>
</li>
<li>During this process I updated my <code>crossref-doi-lookup.py</code> script to get more information from Crossref like ISSNs, ISBNs, full journal title, and subjects</li>
<li>An unscientific comparison of duplicate checking Peter&rsquo;s file with ~500 titles on PostgreSQL 12 and PostgreSQL 14:
<ul>
<li>PostgreSQL 12: <code>0.11s user 0.04s system 0% cpu 19:24.65 total</code></li>
<li>PostgreSQL 14: <code>0.12s user 0.04s system 0% cpu 18:13.47 total</code></li>
</ul>
</li>
</ul>
<h2 id="2023-03-08">2023-03-08</h2>
<ul>
<li>I am wondering how to speed up PostgreSQL trgm searches more
<ul>
<li>I see my local PostgreSQL is using vanilla configuration and I should update some configs:</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>localhost/dspacetest= ☘ SELECT setting, unit FROM pg_settings WHERE name = &#39;shared_buffers&#39;;
</span></span><span style="display:flex;"><span> setting │ unit
</span></span><span style="display:flex;"><span>─────────┼──────
</span></span><span style="display:flex;"><span> 16384 │ 8kB
</span></span><span style="display:flex;"><span>(1 row)
</span></span></code></pre></div><ul>
<li>I re-created my PostgreSQL 14 container with some extra memory settings:</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>$ podman run --name dspacedb14 -v dspacedb14_data:/var/lib/postgresql/data -e POSTGRES_PASSWORD<span style="color:#f92672">=</span>postgres -p 5432:5432 -d postgres:14-alpine -c shared_buffers<span style="color:#f92672">=</span>1024MB -c random_page_cost<span style="color:#f92672">=</span>1.1
</span></span></code></pre></div><ul>
<li>Then I created a GiST <a href="https://alexklibisz.com/2022/02/18/optimizing-postgres-trigram-search">index on the <code>metadatavalue</code> table to try to speed up the trgm similarity operations</a>:</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>localhost/dspacetest= ☘ CREATE INDEX metadatavalue_text_value_trgm_gist_idx ON metadatavalue USING gist(text_value gist_trgm_ops(siglen=64)); # \di+ shows index size is 795MB
</span></span></code></pre></div><ul>
<li>That took a few minutes to build&hellip; then the duplicate checker ran in 12 minutes: <code>0.07s user 0.02s system 0% cpu 12:43.08 total</code></li>
<li>On a hunch, I tried with a GIN index:</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>localhost/dspacetest= ☘ CREATE INDEX metadatavalue_text_value_trgm_gin_idx ON metadatavalue USING gin(text_value gin_trgm_ops); # \di+ shows index size is 274MB
</span></span></code></pre></div><ul>
<li>This ran in 19 minutes: <code>0.08s user 0.01s system 0% cpu 19:49.73 total</code>
<ul>
<li>So clearly the GiST index is better for this task</li>
<li>I am curious if I increase the signature length in the GiST index from 64 to 256 (which will for sure increase the size taken):</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>localhost/dspacetest= ☘ CREATE INDEX metadatavalue_text_value_trgm_gist_idx ON metadatavalue USING gist(text_value gist_trgm_ops(siglen=256)); # \di+ shows index size is 716MB, which is less than the previous GiST index...
</span></span></code></pre></div><ul>
<li>This one finished in ten minutes: <code>0.07s user 0.02s system 0% cpu 10:04.04 total</code></li>
<li>I might also want to <a href="https://stackoverflow.com/questions/43008382/postgresql-gin-index-slower-than-gist-for-pg-trgm">increase my <code>work_mem</code></a> (default 4MB):</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>localhost/dspacetest= ☘ SELECT setting, unit FROM pg_settings WHERE name = &#39;work_mem&#39;;
</span></span><span style="display:flex;"><span> setting │ unit
</span></span><span style="display:flex;"><span>─────────┼──────
</span></span><span style="display:flex;"><span> 4096 │ kB
</span></span><span style="display:flex;"><span>(1 row)
</span></span></code></pre></div><ul>
<li>After updating my Crossref lookup script and checking the remaining ~359 items I found a eight more duplicates already existing on CGSpace</li>
<li>Wow, I found a <a href="https://programminghistorian.org/en/lessons/fetch-and-parse-data-with-openrefine#example-1-fetching-and-parsing-html">really cool way to fetch URLs in OpenRefine</a>
<ul>
<li>I used this to fetch the open access status for each DOI from Unpaywall</li>
</ul>
</li>
<li>First, create a new column called &ldquo;url&rdquo; based on the DOI that builds the request URL. I used a Jython expression:</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-python" data-lang="python"><span style="display:flex;"><span>unpaywall_baseurl <span style="color:#f92672">=</span> <span style="color:#e6db74">&#39;https://api.unpaywall.org/v2/&#39;</span>
</span></span><span style="display:flex;"><span>email <span style="color:#f92672">=</span> <span style="color:#e6db74">&#34;a.orth+unpaywall@cgiar.org&#34;</span>
</span></span><span style="display:flex;"><span>doi <span style="color:#f92672">=</span> value<span style="color:#f92672">.</span>replace(<span style="color:#e6db74">&#34;https://doi.org/&#34;</span>, <span style="color:#e6db74">&#34;&#34;</span>)
</span></span><span style="display:flex;"><span>request_url <span style="color:#f92672">=</span> unpaywall_baseurl <span style="color:#f92672">+</span> doi <span style="color:#f92672">+</span> <span style="color:#e6db74">&#39;?email=&#39;</span> <span style="color:#f92672">+</span> email
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">return</span> request_url
</span></span></code></pre></div><ul>
<li>Then create a new column based on fetching the values in that column. I called it &ldquo;unpaywall_status&rdquo;</li>
<li>Then you get a JSON blob in each and you can extract the Open Access status with a GREL like <code>value.parseJson()['is_oa']</code>
<ul>
<li>I checked a handful of results manually and found that the limited access status was more trustworthy from Unpaywall than the open access, so I will just tag the limited access ones</li>
</ul>
</li>
<li>I merged the funders and affiliations from Altmetric into my file, then used the same technique to get Crossref data for open access items directly into OpenRefine and parsed the abstracts
<ul>
<li>The syntax was hairy because it&rsquo;s marked up with tags like <code>&lt;jats:p&gt;</code>, but this got me most of the way there:</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>value.replace(&#34;jats:p&#34;, &#34;jats-p&#34;).parseHtml().select(&#34;jats-p&#34;)[0].innerHtml()
</span></span><span style="display:flex;"><span>value.replace(&#34;&lt;jats:italic&gt;&#34;,&#34;&#34;).replace(&#34;&lt;/jats:italic&gt;&#34;, &#34;&#34;)
</span></span><span style="display:flex;"><span>value.replace(&#34;&lt;jats:sub&gt;&#34;,&#34;&#34;).replace(&#34;&lt;/jats:sub&gt;&#34;, &#34;&#34;).replace(&#34;&lt;jats:sup&gt;&#34;,&#34;&#34;).replace(&#34;&lt;/jats:sup&gt;&#34;, &#34;&#34;)
</span></span></code></pre></div><ul>
<li>I uploaded the 350 items to DSpace Test so Peter and Abenet can explore them</li>
<li>I exported a list of authors, affiliations, and funders from the new items to let Peter correct them:</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>$ csvcut -c dc.contributor.author /tmp/new-items.csv | sed -e 1d -e <span style="color:#e6db74">&#39;s/&#34;//g&#39;</span> -e <span style="color:#e6db74">&#39;s/||/\n/g&#39;</span> | sort | uniq -c | sort -nr | awk <span style="color:#e6db74">&#39;{$1=&#34;&#34;; print $0}&#39;</span> | sed -e <span style="color:#e6db74">&#39;s/^ //&#39;</span> &gt; /tmp/new-authors.csv
</span></span></code></pre></div><ul>
<li>Meeting with FAO AGRIS team about how to detect duplicates
<ul>
<li>They are currently using a sha256 hash on titles, which will work, but will only return exact matches</li>
<li>I told them to try to normalize the string, drop stop words, etc to increase the possibility that the hash matches</li>
</ul>
</li>
<li>Meeting with Abenet to discuss CGSpace issues
<ul>
<li>She reminded me about needing a metadata field for first author when the affiliation is ILRI</li>
<li>I said I prefer to write a small script for her that will check the first author and first affiliation&hellip; I could do it easily in Python, but would need to put a web frontend on it for her</li>
<li>Unless we could do that in AReS reports somehow</li>
</ul>
</li>
</ul>
<h2 id="2023-03-09">2023-03-09</h2>
<ul>
<li>Apply a bunch of corrections to authors, affiliations, and donors on the new items on DSpace Test</li>
<li>Meeting with Peter and Abenet about future OpenRXV developments, DSpace 7, etc
<ul>
<li>I submitted an <a href="https://github.com/CodeObia/MEL/issues/11173">issue on MEL asking them to add provenance metadata when submitting to CGSpace</a></li>
</ul>
</li>
</ul>
<h2 id="2023-03-10">2023-03-10</h2>
<ul>
<li>CKM is getting ready to launch their new website and they display CGSpace thumbnails at 255x362px
<ul>
<li>Our thumbnails are 300px so they get up-scaled and look bad</li>
<li>I realized that the last time we <a href="https://github.com/ilri/DSpace/commit/5de61e220124c1d0441c87cd7d36d18cb2293c03">increased the size of our thumbnails was in 2013</a>, from 94x130 to 300px</li>
<li>I offered to CKM that we increase them again to 400 or 600px</li>
<li>I did some tests to check the thumbnail file sizes for 300px, 400px, 500px, and 600px on <a href="https://hdl.handle.net/10568/126388">this item</a>:</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>$ ls -lh 10568-126388-*
</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 31K Mar 10 12:42 10568-126388-300px.jpg
</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 52K Mar 10 12:41 10568-126388-400px.jpg
</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 76K Mar 10 12:43 10568-126388-500px.jpg
</span></span><span style="display:flex;"><span>-rw-r--r-- 1 aorth aorth 106K Mar 10 12:44 10568-126388-600px.jpg
</span></span></code></pre></div><ul>
<li>Seems like 600px is 3 to 4 times larger file size, so maybe we should shoot for 400px or 500px
<ul>
<li>I decided on 500px</li>
<li>I started re-generating new thumbnails for the ILRI Publications, CGIAR Initiatives, and other collections</li>
</ul>
</li>
<li>On that note, I also re-worked the XMLUI item display to show larger thumbnails (from a max-width of 128px to 200px)</li>
<li>And now that I&rsquo;m looking at thumbnails I am curious what it would take to get DSpace to generate WebP or AVIF thumbnails</li>
<li>Peter sent me citations and ILRI subjects for the 350 new ILRI publications
<ul>
<li>I guess he edited it in Excel because there are a bunch of encoding issues with accents</li>
<li>I merged Peter&rsquo;s citations and subjects with the other metadata, ran one last duplicate check (and found one item!), then ran the items through csv-metadata-quality and uploaded them to CGSpace</li>
<li>In the end it was only 348 items for some reason&hellip;</li>
</ul>
</li>
</ul>
<h2 id="2023-03-12">2023-03-12</h2>
<ul>
<li>Start a harvest on AReS</li>
</ul>
<h2 id="2023-03-13">2023-03-13</h2>
<ul>
<li>Extract a list of DOIs from the Creative Commons licensed ILRI journal articles that I uploaded last week, skipping any that are &ldquo;no derivatives&rdquo; (ND):</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>$ csvgrep -c <span style="color:#e6db74">&#39;dc.description.provenance[en]&#39;</span> -m <span style="color:#e6db74">&#39;Made available in DSpace on 2023-03-10&#39;</span> /tmp/ilri-articles.csv <span style="color:#ae81ff">\
</span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> | csvgrep -c &#39;dcterms.license[en_US]&#39; -r &#39;CC(0|\-BY)&#39;
</span></span><span style="display:flex;"><span> | csvgrep -c &#39;dcterms.license[en_US]&#39; -i -r &#39;\-ND\-&#39;
</span></span><span style="display:flex;"><span> | csvcut -c &#39;id,cg.identifier.doi[en_US],dcterms.type[en_US]&#39; &gt; 2023-03-13-journal-articles.csv
</span></span></code></pre></div><ul>
<li>I want to write a script to download the PDFs and create thumbnails for them, then upload to CGSpace
<ul>
<li>I wrote one based on <code>post_ciat_pdfs.py</code> but it seems there is an issue uploading anything other than a PDF</li>
<li>When I upload a JPG or a PNG the file begins with:</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>Content-Disposition: form-data; name=&#34;file&#34;; filename=&#34;10.1017-s0031182013001625.pdf.jpg&#34;
</span></span></code></pre></div><ul>
<li>&hellip; this means it is invalid&hellip;
<ul>
<li>I tried in both the <code>ORIGINAL</code> and <code>THUMBNAIL</code> bundle, and with different filenames</li>
<li>I tried manually on the command line with <code>http</code> and both PDF and PNG work&hellip; hmmmm</li>
<li>Hmm, this seems to have been due to some difference in behavior between the <code>files</code> and <code>data</code> parameters of <code>requests.get()</code></li>
<li>I finalized the <code>post_bitstreams.py</code> script and uploaded eighty-five PDF thumbnails</li>
</ul>
</li>
<li>It seems Bizu uploaded covers for a handful so I deleted them and ran them through the script to get proper thumbnails</li>
</ul>
<h2 id="2023-03-14">2023-03-14</h2>
<ul>
<li>Add twelve IFPRI authors to our controlled vocabulary for authors and ORCID identifiers
<ul>
<li>I also tagged their existing items on CGSpace</li>
</ul>
</li>
<li>Export all our ORCIDs and resolve their names to see if any have changed:</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>$ cat dspace/config/controlled-vocabularies/cg-creator-identifier.xml | grep -oE <span style="color:#e6db74">&#39;[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}&#39;</span> | sort -u &gt; /tmp/2023-03-14-orcids.txt
</span></span><span style="display:flex;"><span>$ ./ilri/resolve_orcids.py -i /tmp/2023-03-14-orcids.txt -o /tmp/2023-03-14-orcids-names.txt -d
</span></span></code></pre></div><ul>
<li>Then update them in the database:</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>$ ./ilri/update_orcids.py -i /tmp/2023-03-14-orcids-names.txt -db dspace -u dspace -p <span style="color:#e6db74">&#39;fuuu&#39;</span> -m <span style="color:#ae81ff">247</span>
</span></span></code></pre></div><!-- raw HTML omitted -->
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