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Peter noticed that there were 5.2 million hits on CGSpace in 2019-10 according to the Atmire usage statistics
I looked in the nginx logs and see 4.6 million in the access logs, and 1.2 million in the API logs:
# zcat --force /var/log/nginx/*access.log.*.gz | grep -cE &quot;[0-9]{1,2}/Oct/2019&quot;
4671942
# zcat --force /var/log/nginx/{rest,oai,statistics}.log.*.gz | grep -cE &quot;[0-9]{1,2}/Oct/2019&quot;
1277694
So 4.6 million from XMLUI and another 1.2 million from API requests
Let&rsquo;s see how many of the REST API requests were for bitstreams (because they are counted in Solr stats):
# zcat --force /var/log/nginx/rest.log.*.gz | grep -c -E &quot;[0-9]{1,2}/Oct/2019&quot;
1183456
# zcat --force /var/log/nginx/rest.log.*.gz | grep -E &quot;[0-9]{1,2}/Oct/2019&quot; | grep -c -E &quot;/rest/bitstreams&quot;
106781
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Peter noticed that there were 5.2 million hits on CGSpace in 2019-10 according to the Atmire usage statistics
I looked in the nginx logs and see 4.6 million in the access logs, and 1.2 million in the API logs:
# zcat --force /var/log/nginx/*access.log.*.gz | grep -cE &quot;[0-9]{1,2}/Oct/2019&quot;
4671942
# zcat --force /var/log/nginx/{rest,oai,statistics}.log.*.gz | grep -cE &quot;[0-9]{1,2}/Oct/2019&quot;
1277694
So 4.6 million from XMLUI and another 1.2 million from API requests
Let&rsquo;s see how many of the REST API requests were for bitstreams (because they are counted in Solr stats):
# zcat --force /var/log/nginx/rest.log.*.gz | grep -c -E &quot;[0-9]{1,2}/Oct/2019&quot;
1183456
# zcat --force /var/log/nginx/rest.log.*.gz | grep -E &quot;[0-9]{1,2}/Oct/2019&quot; | grep -c -E &quot;/rest/bitstreams&quot;
106781
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<h2 class="blog-post-title" dir="auto"><a href="https://alanorth.github.io/cgspace-notes/2019-11/">November, 2019</a></h2>
<p class="blog-post-meta"><time datetime="2019-11-04T12:20:30&#43;02:00">Mon Nov 04, 2019</time> by Alan Orth in
<i class="fa fa-folder" aria-hidden="true"></i>&nbsp;<a href="/cgspace-notes/categories/notes" rel="category tag">Notes</a>
</p>
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<h2 id="2019-11-04">2019-11-04</h2>
<ul>
<li><p>Peter noticed that there were 5.2 million hits on CGSpace in 2019-10 according to the Atmire usage statistics</p>
<ul>
<li><p>I looked in the nginx logs and see 4.6 million in the access logs, and 1.2 million in the API logs:</p>
<pre><code># zcat --force /var/log/nginx/*access.log.*.gz | grep -cE &quot;[0-9]{1,2}/Oct/2019&quot;
4671942
# zcat --force /var/log/nginx/{rest,oai,statistics}.log.*.gz | grep -cE &quot;[0-9]{1,2}/Oct/2019&quot;
1277694
</code></pre></li>
</ul></li>
<li><p>So 4.6 million from XMLUI and another 1.2 million from API requests</p></li>
<li><p>Let&rsquo;s see how many of the REST API requests were for bitstreams (because they are counted in Solr stats):</p>
<pre><code># zcat --force /var/log/nginx/rest.log.*.gz | grep -c -E &quot;[0-9]{1,2}/Oct/2019&quot;
1183456
# zcat --force /var/log/nginx/rest.log.*.gz | grep -E &quot;[0-9]{1,2}/Oct/2019&quot; | grep -c -E &quot;/rest/bitstreams&quot;
106781
</code></pre></li>
</ul>
<ul>
<li><p>The types of requests in the access logs are (by lazily extracting the sixth field in the nginx log)</p>
<pre><code># zcat --force /var/log/nginx/*access.log.*.gz | grep -E &quot;[0-9]{1,2}/Oct/2019&quot; | awk '{print $6}' | sed 's/&quot;//' | sort | uniq -c | sort -n
1 PUT
8 PROPFIND
283 OPTIONS
30102 POST
46581 HEAD
4594967 GET
</code></pre></li>
<li><p>Two very active IPs are 34.224.4.16 and 34.234.204.152, which made over 360,000 requests in October:</p>
<pre><code># zcat --force /var/log/nginx/*access.log.*.gz | grep -E &quot;[0-9]{1,2}/Oct/2019&quot; | grep -c -E '(34\.224\.4\.16|34\.234\.204\.152)'
365288
</code></pre></li>
<li><p>Their user agent is one I&rsquo;ve never seen before:</p>
<pre><code>Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/600.2.5 (KHTML, like Gecko) Version/8.0.2 Safari/600.2.5 (Amazonbot/0.1; +https://developer.amazon.com/support/amazonbot)
</code></pre></li>
<li><p>Most of them seem to be to community or collection discover and browse results pages like <code>/handle/10568/103/discover</code>:</p></li>
</ul>
<h1 id="zcat-force-var-log-nginx-access-log-gz-grep-e-0-9-1-2-oct-2019-grep-amazonbot-grep-o-e-get-bitstream-discover-handle-sort-uniq-c">zcat &ndash;force /var/log/nginx/<em>access.log.</em>.gz | grep -E &ldquo;[0-9]{1,2}/Oct/2019&rdquo; | grep Amazonbot | grep -o -E &ldquo;GET /(bitstream|discover|handle)&rdquo; | sort | uniq -c</h1>
<p>6566 GET /bitstream
351928 GET /handle</p>
<h1 id="zcat-force-var-log-nginx-access-log-gz-grep-e-0-9-1-2-oct-2019-grep-amazonbot-grep-e-get-bitstream-discover-handle-grep-c-discover">zcat &ndash;force /var/log/nginx/<em>access.log.</em>.gz | grep -E &ldquo;[0-9]{1,2}/Oct/2019&rdquo; | grep Amazonbot | grep -E &ldquo;GET /(bitstream|discover|handle)&rdquo; | grep -c discover</h1>
<p>214209</p>
<h1 id="zcat-force-var-log-nginx-access-log-gz-grep-e-0-9-1-2-oct-2019-grep-amazonbot-grep-e-get-bitstream-discover-handle-grep-c-browse">zcat &ndash;force /var/log/nginx/<em>access.log.</em>.gz | grep -E &ldquo;[0-9]{1,2}/Oct/2019&rdquo; | grep Amazonbot | grep -E &ldquo;GET /(bitstream|discover|handle)&rdquo; | grep -c browse</h1>
<p>86874</p>
<pre><code>
- As far as I can tell, none of their requests are counted in the Solr statistics:
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/select?q=(ip%3A34.224.4.16+OR+ip%3A34.234.204.152)&amp;rows=0&amp;wt=json&amp;indent=true'">http://localhost:8081/solr/statistics/select?q=(ip%3A34.224.4.16+OR+ip%3A34.234.204.152)&amp;rows=0&amp;wt=json&amp;indent=true'</a></p>
<pre><code>
- Still, those requests are CPU intensive so I will add their user agent to the &quot;badbots&quot; rate limiting in nginx to reduce the impact on server load
- After deploying it I checked by setting my user agent to Amazonbot and making a few requests (which were denied with HTTP 503):
</code></pre>
<p>$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/1/discover'">https://dspacetest.cgiar.org/handle/10568/1/discover'</a> User-Agent:&ldquo;Amazonbot/0.1&rdquo;</p>
<pre><code>
- On the topic of spiders, I have been wanting to update DSpace's default list of spiders in `config/spiders/agents`, perhaps by dropping a new list in from [Atmire's COUNTER-Robots](https://github.com/atmire/COUNTER-Robots) project
- First I checked for a user agent that is in COUNTER-Robots, but NOT in the current `dspace/config/spiders/example` list
- Then I made some item and bitstream requests on DSpace Test using that user agent:
</code></pre>
<p>$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;iskanie&rdquo;
$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;iskanie&rdquo;
$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/bitstream/handle/10568/105487/csl_Crane_oct2019.pptx?sequence=1&amp;isAllowed=y'">https://dspacetest.cgiar.org/bitstream/handle/10568/105487/csl_Crane_oct2019.pptx?sequence=1&amp;isAllowed=y'</a> User-Agent:&ldquo;iskanie&rdquo;</p>
<pre><code>
- A bit later I checked Solr and found three requests from my IP with that user agent this month:
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/select?q=ip:73.178.9.24+AND+userAgent:iskanie&amp;fq=dateYearMonth%3A2019-11&amp;rows=0'">http://localhost:8081/solr/statistics/select?q=ip:73.178.9.24+AND+userAgent:iskanie&amp;fq=dateYearMonth%3A2019-11&amp;rows=0'</a>
&lt;?xml version=&ldquo;1.0&rdquo; encoding=&ldquo;UTF-8&rdquo;?&gt;
<response>
<lst name="responseHeader"><int name="status">0</int><int name="QTime">1</int><lst name="params"><str name="q">ip:73.178.9.24 AND userAgent:iskanie</str><str name="fq">dateYearMonth:2019-11</str><str name="rows">0</str></lst></lst><result name="response" numFound="3" start="0"></result>
</response></p>
<pre><code>
- Now I want to make similar requests with a user agent that is included in DSpace's current user agent list:
</code></pre>
<p>$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;celestial&rdquo;
$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;celestial&rdquo;
$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/bitstream/handle/10568/105487/csl_Crane_oct2019.pptx?sequence=1&amp;isAllowed=y'">https://dspacetest.cgiar.org/bitstream/handle/10568/105487/csl_Crane_oct2019.pptx?sequence=1&amp;isAllowed=y'</a> User-Agent:&ldquo;celestial&rdquo;</p>
<pre><code>
- After twenty minutes I didn't see any requests in Solr, so I assume they did not get logged because they matched a bot list...
- What's strange is that the Solr spider agent configuration in `dspace/config/modules/solr-statistics.cfg` points to a file that doesn't exist...
</code></pre>
<p>spider.agentregex.regexfile = ${dspace.dir}/config/spiders/Bots-2013-03.txt</p>
<pre><code>
- Apparently that is part of Atmire's CUA, despite being in a standard DSpace configuration file...
- I tried with some other garbage user agents like &quot;fuuuualan&quot; and they were visible in Solr
- Now I want to try adding &quot;iskanie&quot; and &quot;fuuuualan&quot; to the list of spider regexes in `dspace/config/spiders/example` and then try to use DSpace's &quot;mark spiders&quot; feature to change them to &quot;isBot:true&quot; in Solr
- I restarted Tomcat and ran `dspace stats-util -m` and it did some stuff for awhile, but I still don't see any items in Solr with `isBot:true`
- According to `dspace-api/src/main/java/org/dspace/statistics/util/SpiderDetector.java` the patterns for user agents are loaded from any file in the `config/spiders/agents` directory
- I downloaded the COUNTER-Robots list to DSpace Test and overwrote the example file, then ran `dspace stats-util -m` and still there were no new items marked as being bots in Solr, so I think there is still something wrong
- Jesus, the code in `./dspace-api/src/main/java/org/dspace/statistics/util/StatisticsClient.java` says that `stats-util -m` marks spider requests by their IPs, not by their user agents... WTF:
</code></pre>
<p>else if (line.hasOption(&rsquo;m&rsquo;))
{
SolrLogger.markRobotsByIP();
}</p>
<pre><code>
- WTF again, there is actually a function called `markRobotByUserAgent()` that is never called anywhere!
- It appears to be unimplemented...
- I sent a message to the dspace-tech mailing list to ask if I should file an issue
## 2019-11-05
- I added &quot;alanfuu2&quot; to the example spiders file, restarted Tomcat, then made two requests to DSpace Test:
</code></pre>
<p>$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;alanfuuu1&rdquo;
$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;alanfuuu2&rdquo;</p>
<pre><code>
- After committing the changes in Solr I saw one request for &quot;alanfuu1&quot; and no requests for &quot;alanfuu2&quot;:
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/update?commit=true'">http://localhost:8081/solr/statistics/update?commit=true'</a>
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/select?q=userAgent:alanfuuu1&amp;fq=dateYearMonth%3A2019-11'">http://localhost:8081/solr/statistics/select?q=userAgent:alanfuuu1&amp;fq=dateYearMonth%3A2019-11'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="1" start="0">
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/select?q=userAgent:alanfuuu2&amp;fq=dateYearMonth%3A2019-11'">http://localhost:8081/solr/statistics/select?q=userAgent:alanfuuu2&amp;fq=dateYearMonth%3A2019-11'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="0" start="0"/></p>
<pre><code>
- So basically it seems like a win to update the example file with the latest one from Atmire's COUNTER-Robots list
- Even though the &quot;mark by user agent&quot; function is not working (see email to dspace-tech mailing list) DSpace will still not log Solr events from these user agents
- I'm curious how the special character matching is in Solr, so I will test two requests: one with &quot;www.gnip.com&quot; which is in the spider list, and one with &quot;www.gnyp.com&quot; which isn't:
</code></pre>
<p>$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;www.gnip.com&rdquo;
$ http &ndash;print Hh &lsquo;<a href="https://dspacetest.cgiar.org/handle/10568/105487'">https://dspacetest.cgiar.org/handle/10568/105487'</a> User-Agent:&ldquo;www.gnyp.com&rdquo;</p>
<pre><code>
- Then commit changes to Solr so we don't have to wait:
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/update?commit=true'">http://localhost:8081/solr/statistics/update?commit=true'</a>
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/select?q=userAgent:www.gnip.com&amp;fq=dateYearMonth%3A2019-11'">http://localhost:8081/solr/statistics/select?q=userAgent:www.gnip.com&amp;fq=dateYearMonth%3A2019-11'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="0" start="0"/>
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics/select?q=userAgent:www.gnyp.com&amp;fq=dateYearMonth%3A2019-11'">http://localhost:8081/solr/statistics/select?q=userAgent:www.gnyp.com&amp;fq=dateYearMonth%3A2019-11'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="1" start="0"></p>
<pre><code>
- So the blocking seems to be working because &quot;www\.gnip\.com&quot; is one of the new patterns added to the spiders file...
## 2019-11-07
- CCAFS finally confirmed that they do indeed need the confusing new project tag that looks like a duplicate
- They had proposed a batch of new tags in 2019-09 and we never merged them due to this uncertainty
- I have now merged the changes in to the `5_x-prod` branch ([#432](https://github.com/ilri/DSpace/pull/432))
- I am reconsidering the move of `cg.identifier.dataurl` to `cg.hasMetadata` in CG Core v2
- The values of this field are mostly links to data sets on Dataverse and partner sites
- I opened an [issue on GitHub](https://github.com/AgriculturalSemantics/cg-core/issues/10) to ask Marie-Angelique for clarification
- Looking into CGSpace statistics again
- I searched for hits in Solr from the BUbiNG bot and found 63,000 in the `statistics-2018` core:
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:BUbiNG*'">http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:BUbiNG*'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="62944" start="0"></p>
<pre><code>
- Similar for com.plumanalytics, Grammarly, and ltx71!
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:">http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:</a>
<em>com.plumanalytics</em>&rsquo; | xmllint &ndash;format - | grep numFound
<result name="response" numFound="28256" start="0">
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:*Grammarly*'">http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:*Grammarly*'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="6288" start="0">
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:*ltx71*'">http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:*ltx71*'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="105663" start="0"></p>
<pre><code>
- Deleting these seems to work, for example the 105,000 ltx71 records from 2018:
</code></pre>
<p>$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics-2018/update?stream.body=">http://localhost:8081/solr/statistics-2018/update?stream.body=</a><delete><query>userAgent:<em>ltx71</em></query><query>type:0</query></delete>&amp;commit=true&rsquo;
$ http &ndash;print b &lsquo;<a href="http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:*ltx71*'">http://localhost:8081/solr/statistics-2018/select?facet=true&amp;facet.field=ip&amp;facet.mincount=1&amp;type:0&amp;q=userAgent:*ltx71*'</a> | xmllint &ndash;format - | grep numFound
<result name="response" numFound="0" start="0"/></p>
<pre><code>
- I wrote a quick bash script to check all these user agents against the CGSpace Solr statistics cores
- For years 2010 until 2019 there are 1.6 million hits from these spider user agents
- For 2019 alone there are 740,000, over half of which come from Unpaywall!
- Looking at the facets I see there were about 200,000 hits from Unpaywall in 2019-10:
</code></pre>
<p>$ curl -s &lsquo;<a href="http://localhost:8081/solr/statistics/select?facet=true&amp;facet.field=dateYearMonth&amp;facet.mincount=1&amp;facet.offset=0&amp;facet.limit=">http://localhost:8081/solr/statistics/select?facet=true&amp;facet.field=dateYearMonth&amp;facet.mincount=1&amp;facet.offset=0&amp;facet.limit=</a>
12&amp;q=userAgent:<em>Unpaywall</em>&rsquo; | xmllint &ndash;format - | less
&hellip;
<lst name="facet_counts">
<lst name="facet_queries"/>
<lst name="facet_fields">
<lst name="dateYearMonth">
<int name="2019-10">198624</int>
<int name="2019-05">88422</int>
<int name="2019-06">79911</int>
<int name="2019-09">67065</int>
<int name="2019-07">39026</int>
<int name="2019-08">36889</int>
<int name="2019-04">36512</int>
<int name="2019-11">760</int>
</lst>
</lst></p>
<pre><code>
- That answers Peter's question about why the stats jumped in October...
## 2019-11-08
- I saw a bunch of user agents that have the literal string `User-Agent` in their user agent HTTP header, for example:
- `User-Agent: Drupal (+http://drupal.org/)`
- `User-Agent: Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.31 (KHTML, like Gecko) Chrome/26.0.1410.64 Safari/537.31`
- `User-Agent:Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0) IKU/7.0.5.9226;IKUCID/IKU;`
- `User-Agent: Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; 360SE)`
- `User-Agent:User-Agent:Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; GTB7.5; .NET4.0C)IKU/6.7.6.12189;IKUCID/IKU;IKU/6.7.6.12189;IKUCID/IKU;`
- `User-Agent:Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0) IKU/7.0.5.9226;IKUCID/IKU;`
- I filed [an issue](https://github.com/atmire/COUNTER-Robots/issues/27) on the COUNTER-Robots project to see if they agree to add `User-Agent:` to the list of robot user agents
## 2019-11-09
- Deploy the latest `5_x-prod` branch on CGSpace (linode19)
- This includes the updated CCAFS phase II project tags and the updated spider user agents
- Run all system updates on CGSpace and reboot the server
- After rebooting it seems that all Solr statistics cores came back up fine...
- I did some work to clean up my bot processing script and removed about 2 million hits from the statistics cores on CGSpace
- The script is called `check-spider-hits.sh`
- After a bunch of tests and checks I ran it for each statistics shard like so:
</code></pre>
<p>$ for shard in statistics statistics-2018 statistics-2017 statistics-2016 statistics-2015 stat
istics-2014 statistics-2013 statistics-2012 statistics-2011 statistics-2010; do ./check-spider-hits.sh -s $shard -p yes; done
```</p>
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<li><a href="/cgspace-notes/2019-11/">November, 2019</a></li>
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