I learned how to use the Levenshtein functions in PostgreSQL
The thing is that there is a limit of 255 characters for these functions in PostgreSQL so you need to truncate the strings before comparing
Also, the trgm functions I’ve used before are case insensitive, but Levenshtein is not, so you need to make sure to lower case both strings first
I learned how to use the Levenshtein functions in PostgreSQL
The thing is that there is a limit of 255 characters for these functions in PostgreSQL so you need to truncate the strings before comparing
Also, the trgm functions I’ve used before are case insensitive, but Levenshtein is not, so you need to make sure to lower case both strings first
<li>I learned how to use the Levenshtein functions in PostgreSQL
<ul>
<li>The thing is that there is a limit of 255 characters for these functions in PostgreSQL so you need to truncate the strings before comparing</li>
<li>Also, the trgm functions I’ve used before are case insensitive, but Levenshtein is not, so you need to make sure to lower case both strings first</li>
</ul>
</li>
</ul>
<ul>
<li>A working query checking for duplicates in the recent AfricaRice items is:</li>
</ul>
<divclass="highlight"><pretabindex="0"style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><codeclass="language-console"data-lang="console"><spanstyle="display:flex;"><span>localhost/dspace= ☘ SELECT text_value FROM metadatavalue WHERE dspace_object_id IN (SELECT uuid FROM item) AND metadata_field_id=64 AND levenshtein_less_equal(LOWER('International Trade and Exotic Pests: The Risks for Biodiversity and African Economies'), LEFT(LOWER(text_value), 255), 3) <= 3;
</span></span></span><spanstyle="display:flex;"><span><spanstyle="color:#960050;background-color:#1e0010"></span>Time: 399.751 ms
</span></span></code></pre></div><ul>
<li>There is a great <ahref="https://www.crunchydata.com/blog/fuzzy-name-matching-in-postgresql">blog post discussing Soundex with Levenshtein</a> and creating indexes to make them faster</li>
<li>I want to do some proper checks of accuracy and speed against my trigram method</li>
<li>This seems low, so it must have been from the request patterns by certain visitors
<ul>
<li>64.39.98.251 is Qualys, and I’m debating blocking <ahref="https://pci.qualys.com/static/help/merchant/getting_started/check_scanner_ip_addresses.htm">all their IPs</a> using a geo block in nginx (need to test)</li>
<li>The top few are known ILRI and other CGIAR scrapers, but 80.248.237.167 is on InternetVikings in Sweden, using a normal user agentand scraping Discover</li>
<li>64.124.8.59 is making requests with a normal user agent and belongs to Castle Global or Zayo</li>
</ul>
</li>
<li>I ran all system updates and rebooted the server (could have just restarted PostgreSQL but I thought I might as well do everything)</li>
<li>I implemented a geo mapping for the user agent mapping AND the nginx <code>limit_req_zone</code> by extracting the networks into an external file and including it in two different geo mapping blocks
<ul>
<li>This is clever and relies on the fact that we can use defaults in both cases</li>
<li>First, we map the user agent of requests from these networks to “bot” so that Tomcat and Solr handle them accordingly</li>
<li>Second, we use this as a key in a <code>limit_req_zone</code>, which relies on a default mapping of ’’ (and nginx doesn’t evaluate empty cache keys)</li>
</ul>
</li>
<li>I noticed that CIP uploaded a number of Georgian presentations with <code>dcterms.language</code> set to English and Other so I changed them to “ka”
<ul>
<li>Perhaps we need to update our list of languages to include all instead of the most common ones</li>
<li>I wrote a script <code>ilri/iso-639-value-pairs.py</code> to extract the names and Alpha 2 codes for all ISO 639-1 languages from pycountry and added them to <code>input-forms.xml</code></li>
<li>CGSpace went down and up a few times due to high load
<ul>
<li>I found one host in Romania making very high speed requests with a normal user agent (<code>Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.2; WOW64; Trident/7.0; .NET4.0E; .NET4.0C</code>):</li>
<li>I added 146.19.75.141 to the list of bot networks in nginx</li>
<li>While looking at the logs I started thinking about Bing again
<ul>
<li>They apparently <ahref="https://www.bing.com/toolbox/bingbot.json">publish a list of all their networks</a></li>
<li>I wrote a script to use <code>prips</code> to <ahref="https://stackoverflow.com/a/52501093/1996540">print the IPs for each network</a></li>
<li>The script is <code>bing-networks-to-ips.sh</code></li>
<li>From Bing’s IPs alone I purged 145,403 hits… sheesh</li>
</ul>
</li>
<li>Delete two items on CGSpace for Margarita because she was getting the “Authorization denied for action OBSOLETE (DELETE) on BITSTREAM:0b26875a-…” error
<ul>
<li>This is the same DSpace 6 bug I noticed in 2021-03, 2021-04, and 2021-05</li>
</ul>
</li>
<li>Update some <code>cg.audience</code> metadata to use “Academics” instead of “Academicians”:</li>
</ul>
<divclass="highlight"><pretabindex="0"style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><codeclass="language-console"data-lang="console"><spanstyle="display:flex;"><span>dspace=# UPDATE metadatavalue SET text_value='Academics' WHERE dspace_object_id IN (SELECT uuid FROM item) AND metadata_field_id=144 AND text_value='Academicians';
<li>Finalize lists of non-AGROVOC subjects in CGSpace that I started last week
<ul>
<li>I used the <ahref="https://wiki.lyrasis.org/display/DSPACE/Helper+SQL+functions+for+DSpace+6">SQL helper functions</a> to find the collections where each term was used:</li>
</ul>
</li>
</ul>
<divclass="highlight"><pretabindex="0"style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><codeclass="language-console"data-lang="console"><spanstyle="display:flex;"><span>localhost/dspace= ☘ SELECT DISTINCT(ds6_item2collectionhandle(dspace_object_id)) AS collection, COUNT(*) FROM metadatavalue WHERE dspace_object_id IN (SELECT uuid FROM item) AND LOWER(text_value) = 'water demand' GROUP BY collection ORDER BY count DESC LIMIT 5;
<li>For now I only did terms from my list that had 100 or more occurrences in CGSpace
<ul>
<li>This leaves us with thirty-six terms that I will send to Sara Jani and Elizabeth Arnaud for evaluating possible inclusion to AGROVOC</li>
</ul>
</li>
<li>Write to some submitters from CIAT, Bioversity, and CCAFS to ask if they are still uploading new items with their legacy subject fields on CGSpace
<ul>
<li>We want to remove them from the submission form to create space for new fields</li>
</ul>
</li>
<li>Update one term I noticed people using that was close to AGROVOC:</li>
</ul>
<divclass="highlight"><pretabindex="0"style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><codeclass="language-console"data-lang="console"><spanstyle="display:flex;"><span>dspace=# UPDATE metadatavalue SET text_value='development policies' WHERE dspace_object_id IN (SELECT uuid FROM item) AND metadata_field_id=187 AND text_value='development policy';
<li>I modified my <code>check-duplicates.py</code> script a bit to fix a logic error for deleted items and add similarity scores from spacy (see: <ahref="https://stackoverflow.com/questions/8897593/how-to-compute-the-similarity-between-two-text-documents">https://stackoverflow.com/questions/8897593/how-to-compute-the-similarity-between-two-text-documents</a>)
<ul>
<li>I want to use this with the MARLO innovation reports, to find related publications and working papers on CGSpace</li>
<li>I am curious to see how the similarity scores compare to those from trgm… perhaps we don’t need them actually</li>
</ul>
</li>
<li>Deploy latest changes to submission form, Discovery, and browse on CGSpace
<ul>
<li>Also run all system updates and reboot the host</li>
</ul>
</li>
<li>Fix 152 <code>dcterms.relation</code> that are using “cgspace.cgiar.org” links instead of handles:</li>
</ul>
<divclass="highlight"><pretabindex="0"style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><codeclass="language-console"data-lang="console"><spanstyle="display:flex;"><span>UPDATE metadatavalue SET text_value = REGEXP_REPLACE(text_value, '.*cgspace\.cgiar\.org/handle/(\d+/\d+)$', 'https://hdl.handle.net/\1') WHERE dspace_object_id IN (SELECT uuid FROM item) AND metadata_field_id=180 AND text_value ~ 'cgspace\.cgiar\.org/handle/\d+/\d+$';
</span></span></code></pre></div><p>Looking at the top twenty I see some usual IPs, but some new ones on Hetzner that are using many DSpace sessions:</p>
