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I had an idea to get abstracts from OpenAlex
For copyright reasons they don&rsquo;t include plain abstracts, but the pyalex library can convert them on the fly
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I had an idea to get abstracts from OpenAlex
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<h1 class="blog-title" dir="auto"><a href="https://alanorth.github.io/cgspace-notes/" rel="home">CGSpace Notes</a></h1>
<p class="lead blog-description" dir="auto">Documenting day-to-day work on the <a href="https://cgspace.cgiar.org">CGSpace</a> repository.</p>
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<h2 class="blog-post-title" dir="auto"><a href="https://alanorth.github.io/cgspace-notes/2024-10/">October, 2024</a></h2>
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<time datetime="2024-10-03T11:01:00+03:00">Thu Oct 03, 2024</time>
in
<span class="fas fa-folder" aria-hidden="true"></span>&nbsp;<a href="/categories/notes/" rel="category tag">Notes</a>
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<h2 id="2024-10-03">2024-10-03</h2>
<ul>
<li>I had an idea to get abstracts from OpenAlex
<ul>
<li>For <a href="https://docs.openalex.org/api-entities/works/work-object#abstract_inverted_index">copyright reasons they don&rsquo;t include plain abstracts</a>, but the <a href="https://github.com/J535D165/pyalex">pyalex</a> library can convert them on the fly</li>
</ul>
</li>
</ul>
<ul>
<li>I filtered for journal articles that were Creative Commons and missing abstracts:</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 <span style="color:#e6db74">&#39;id,dc.title[en_US],dcterms.abstract[en_US],cg.identifier.doi[en_US],dcterms.type[en_US],dcterms.language[en_US],dcterms.license[en_US]&#39;</span> ~/Downloads/2024-09-30-cgspace.csv | csvgrep -c <span style="color:#e6db74">&#39;dcterms.type[en_US]&#39;</span> -r <span style="color:#e6db74">&#39;^Journal Article$&#39;</span> | csvgrep -c <span style="color:#e6db74">&#39;cg.identifier.doi[en_US]&#39;</span> -r <span style="color:#e6db74">&#39;^.+$&#39;</span> | csvgrep -c <span style="color:#e6db74">&#39;dcterms.license[en_US]&#39;</span> -r <span style="color:#e6db74">&#39;^CC-&#39;</span> | csvgrep -c <span style="color:#e6db74">&#39;dcterms.abstract[en_US]&#39;</span> -r <span style="color:#e6db74">&#39;^$&#39;</span> | csvgrep -c <span style="color:#e6db74">&#39;dcterms.language[en_US]&#39;</span> -r <span style="color:#e6db74">&#39;^en$&#39;</span> | grep -v <span style="color:#e6db74">&#34;||&#34;</span> | grep -v -- <span style="color:#e6db74">&#39;-ND&#39;</span> | grep -v -E <span style="color:#e6db74">&#39;https://doi.org/10.(2499|4160|17528)/&#39;</span> &gt; /tmp/missing-abstracts.csv
</span></span></code></pre></div><ul>
<li>Then wrote a script to get them from OpenAlex
<ul>
<li>After inspecting and cleaning a few dozen up in OpenRefine (removing &ldquo;Keywords:&rdquo; and copyright, and HTML entities, etc) I managed to get about 440</li>
</ul>
</li>
</ul>
<h2 id="2024-10-06">2024-10-06</h2>
<ul>
<li>Since I increase Solr&rsquo;s heap from 2 to 3G a few weeks ago it seems like Solr is always using 100% CPU
<ul>
<li>I don&rsquo;t understand this because it was running well before, and I only increased it in anticipation of running the dspace-statistics-api-js, though never got around to it</li>
<li>I just realized that this may be related to the JMX monitoring, as I&rsquo;ve seen gaps in the Grafana dashboards and remember that it took surprisingly long to scrape the metrics</li>
<li>Maybe I need to change the scrape interval</li>
</ul>
</li>
</ul>
<h2 id="2024-10-08">2024-10-08</h2>
<ul>
<li>I checked the VictoriaMetrics vmagent dashboard and saw that there were thousands of errors scraping the <code>jvm_solr</code> target from Solr
<ul>
<li>So it seems like I do need to change the scrape interval</li>
<li>I will increase it from 15s (global) to 20s for that job</li>
<li>Reading some documentation I found <a href="https://www.robustperception.io/keep-it-simple-scrape_interval-id/">this reference from Brian Brazil that discusses this very problem</a></li>
<li>He recommends keeping a single scrape interval for all targets, but also checking the slow exporter (<code>jmx_exporter</code> in this case) and seeing if we can limit the data we scrape</li>
<li>To keep things simple for now I will increase the global scrape interval to 20s</li>
<li>Long term I should limit the metrics&hellip;</li>
<li>Oh wow, I found out that <a href="https://solr.apache.org/guide/8_11/monitoring-solr-with-prometheus-and-grafana.html">Solr ships with a Prometheus exporter!</a> and even includes a Grafana dashboard</li>
</ul>
</li>
<li>I&rsquo;m trying to run the Solr prometheus-exporter as a one-off systemd unit to test it:</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># cd /opt/solr-8.11.3/contrib/prometheus-exporter
</span></span><span style="display:flex;"><span># systemd-run --uid<span style="color:#f92672">=</span>victoriametrics --gid<span style="color:#f92672">=</span>victoriametrics --working-directory<span style="color:#f92672">=</span>/opt/solr-8.11.3/contrib/prometheus-exporter ./bin/solr-exporter -p <span style="color:#ae81ff">9854</span> -b http://localhost:8983/solr -f ./conf/solr-exporter-config.xml -s <span style="color:#ae81ff">20</span>
</span></span></code></pre></div><ul>
<li>The default scrape interval is 60 seconds, so if we scrape it more than that the metrics will be stale
<ul>
<li>From what I&rsquo;ve seen this returns in less than one second so it should be safe to reduce the scrape interval</li>
</ul>
</li>
</ul>
<h2 id="2024-10-19">2024-10-19</h2>
<ul>
<li>Heavy load on CGSpace today
<ul>
<li>There is a noted increase just before 4PM local time</li>
<li>I extracted a list of IPs:</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># grep -E <span style="color:#e6db74">&#39;19/Oct/2024:1[567]&#39;</span> /var/log/nginx/api-access.log | awk <span style="color:#e6db74">&#39;{print $1}&#39;</span> | sort -u &gt; /tmp/ips.txt
</span></span></code></pre></div><ul>
<li>I looked them up and found some data center IPs that were using normal user agents with hundreds of IPs, for example:
<ul>
<li>154.47.29.168 # 212238 (CDNEXT - Datacamp Limited, GB)</li>
<li>91.210.64.12 # 29802 (HVC-AS, US) - HIVELOCITY, Inc.</li>
<li>103.221.57.120 # 132817 (DZCRD-AS-AP DZCRD Networks Ltd, BD)</li>
<li>109.107.150.136 # 201341 (CENTURION-INTERNET-SERVICES - trafficforce, UAB, LT) - Code200</li>
<li>185.210.207.1 # 209709 (CODE200-ISP1 - UAB code200, LT)</li>
<li>185.162.119.101 # 207223 (GLOBALCON - Global Connections Network LLC, US)</li>
<li>173.244.35.101 # 64286 (LOGICWEB, US) - Tesonet</li>
<li>139.28.160.141 # 396319 (US-INTERNET-396319, US) - OxyLabs</li>
<li>104.143.89.112 # 62874 (WEB2OBJECTS, US) - Web2Objects LLC</li>
</ul>
</li>
<li>I added some network blocks to the nginx conf</li>
<li>Interestingly, I see so many IPs using the same user agent today:</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># grep <span style="color:#e6db74">&#34;Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.0.0 Safari/537.3&#34;</span> /var/log/nginx/api-access.log | awk <span style="color:#e6db74">&#39;{print $1}&#39;</span> | sort -u | wc -l
</span></span><span style="display:flex;"><span>767
</span></span></code></pre></div><ul>
<li>For reference, the current Chrome version is 129 or so&hellip;
<ul>
<li>This is definitely worth looking into because it seems like one massive botnet</li>
</ul>
</li>
</ul>
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<h4>Recent Posts</h4>
<ol class="list-unstyled">
<li><a href="/cgspace-notes/2024-12/">December, 2024</a></li>
<li><a href="/cgspace-notes/2024-11/">November, 2024</a></li>
<li><a href="/cgspace-notes/2024-10/">October, 2024</a></li>
<li><a href="/cgspace-notes/2024-09/">September, 2024</a></li>
<li><a href="/cgspace-notes/2024-08/">August, 2024</a></li>
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<h4>Links</h4>
<ol class="list-unstyled">
<li><a href="https://cgspace.cgiar.org">CGSpace</a></li>
<li><a href="https://dspacetest.cgiar.org">DSpace Test</a></li>
<li><a href="https://github.com/ilri/DSpace">CGSpace @ GitHub</a></li>
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