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  162. <li class="toctree-l2"><a class="reference internal" href="data/amazon.html">Amazon Ratings</a></li>
  163. <li class="toctree-l2"><a class="reference internal" href="data/goodreads.html">GoodReads (UCSD Book Graph)</a></li>
  164. <li class="toctree-l2"><a class="reference internal" href="data/cluster.html">Book Clusters</a></li>
  165. <li class="toctree-l2"><a class="reference internal" href="data/gender.html">Book Author Gender</a></li>
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  168. <li class="toctree-l1 has-children"><a class="reference internal" href="implementation/index.html">Design and Implementation</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" role="switch" type="checkbox"/><label for="toctree-checkbox-3"><div class="visually-hidden">Toggle navigation of Design and Implementation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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  175. <li class="toctree-l1 current current-page"><a class="current reference internal" href="#">History</a></li>
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  178. <li class="toctree-l2"><a class="reference internal" href="reports/LinkageStats.html">Book Data Linkage Statistics</a></li>
  179. <li class="toctree-l2"><a class="reference internal" href="reports/audit-clusters.html">ISBN Cluster Changes</a></li>
  180. <li class="toctree-l2"><a class="reference internal" href="reports/audit-gender-changes.html">Cluster Gender Changes</a></li>
  181. </ul>
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  184. <li class="toctree-l1"><a class="reference external" href="https://github.com/BoiseState/bookdata-tools">GitHub repository</a></li>
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  214. <article role="main">
  215. <section id="history">
  216. <h1>History<a class="headerlink" href="#history" title="Permalink to this heading">#</a></h1>
  217. <p>This page documents the release history of the Book Data Tools. Each numbered,
  218. released version has a corresponding Git tag (e.g. <code class="docutils literal notranslate"><span class="pre">v2.0</span></code>).</p>
  219. <p>If you use the Book Data Tools in published research, we ask that you do the
  220. following:</p>
  221. <ol class="arabic simple">
  222. <li><p>Cite the <a class="reference external" href="https://md.ekstrandom.net/pubs/bag-extended">UMUAI paper</a>,
  223. regardless of which version of the data set you use.</p></li>
  224. <li><p>Cite the papers corresponding to the individual ratings, review, or
  225. consumption data sets you are using.</p></li>
  226. <li><p>Clearly state the version of the data tools you are using in your paper.</p></li>
  227. <li><p><a class="reference internal" href="papers.html"><span class="doc std std-doc">Let us know</span></a> about your use so we can add you to the list.</p></li>
  228. </ol>
  229. <section id="book-data-2-2-in-progress">
  230. <h2>Book Data 2.2 (in progress)<a class="headerlink" href="#book-data-2-2-in-progress" title="Permalink to this heading">#</a></h2>
  231. <ul class="simple">
  232. <li><p>Extract GoodReads author information into <a class="reference internal" href="data/goodreads.html#file-goodreads-gr-author-info.parquet"><code class="xref std std-file docutils literal notranslate"><span class="pre">goodreads/gr-author-info.parquet</span></code></a>.</p></li>
  233. <li><p>Extract 5-cores of interaction files.</p></li>
  234. <li><p>🪲 GoodReads cluster &amp; work rating timestamps were on incorrect scale</p></li>
  235. <li><p>Use <a class="reference internal" href="implementation/pipeline.html"><span class="doc std std-doc">lightweight DSL</span></a> to generate DVC pipelines in a configurable manner</p></li>
  236. </ul>
  237. </section>
  238. <section id="book-data-2-1">
  239. <h2>Book Data 2.1<a class="headerlink" href="#book-data-2-1" title="Permalink to this heading">#</a></h2>
  240. <p>Version 2.1 has a few updates but does not change existing data schemas when run
  241. with the full GoodReads interaction files. It does have improved book/author
  242. linking that increases coverage due to a revised and corrected name parsing &amp;
  243. normalization flow.</p>
  244. <p>The tools now support the GoodReads interaction CSV file, which is available
  245. without registration, and uses this by default. See the <a class="reference internal" href="data/goodreads.html"><span class="doc std std-doc">GoodReads data
  246. docs</span></a> for the details. This means that, in their default
  247. configuration, the book data integration uses only data that is publicly
  248. available without special request.</p>
  249. <section id="data-updates">
  250. <h3>Data Updates<a class="headerlink" href="#data-updates" title="Permalink to this heading">#</a></h3>
  251. <ul class="simple">
  252. <li><p>Updated VIAF to May 1, 2022 dump</p></li>
  253. <li><p>Updated OpenLibrary to March 29, 2022 dump</p></li>
  254. <li><p>Added 2018 version of the Amazon ratings</p></li>
  255. <li><p>Added code to extract edition and work subjects</p></li>
  256. <li><p>Updated docs for current extraction layout</p></li>
  257. <li><p>Added <a class="reference internal" href="data/openlib.html#file-openlibrary-work-clusters.parquet"><code class="xref std std-file docutils literal notranslate"><span class="pre">openlibrary/work-clusters.parquet</span></code></a> to simplify OpenLibrary integration</p></li>
  258. </ul>
  259. </section>
  260. <section id="logic-updates">
  261. <h3>Logic Updates<a class="headerlink" href="#logic-updates" title="Permalink to this heading">#</a></h3>
  262. <ul class="simple">
  263. <li><p>Switched from DataFusion to <a class="reference external" href="https://www.pola.rs/">Polars</a>, to reduce volatility and improve
  264. maintainability. This also involved a switch from Arrow to Arrow2, which seems to have cleaner
  265. code (and less custom logic needed for IO).</p></li>
  266. <li><p>Rewrote logic that was previously in DataFusion + custom TCL in Rust, so all integration code
  267. is in Rust for consistency (and to avoid redundancy in things like logging configuration between
  268. Rust and Python). The code is now in 2 languages: Rust integration and Python notebooks to report
  269. on integration statistics.</p></li>
  270. <li><p>Improved name parsing</p>
  271. <ul>
  272. <li><p>Replaced <code class="docutils literal notranslate"><span class="pre">nom</span></code>-based name parser for <a class="rust fn reference external" href="/apidocs/bookdata/cleaning/names/fn.name_variants.html"><code class="xref rust rust-fn docutils literal notranslate"><span class="pre">name_variants</span></code></a>
  273. with a new one written in [<code class="docutils literal notranslate"><span class="pre">peg</span></code>], that is both easier to read/maintain and more efficient.</p></li>
  274. <li><p>Corrected errors in name parser that emitted empty-string names for some authors.</p></li>
  275. <li><p>Added <code class="docutils literal notranslate"><span class="pre">clean_name</span></code> function, used across all name formatting, to normalize whitespace and
  276. punctuation in name records from any source.</p></li>
  277. <li><p>Added more tests for name parsing and normalization.</p></li>
  278. </ul>
  279. </li>
  280. <li><p>Fixed a bug in GoodReads integration, where we were not extracting ASINs.</p></li>
  281. <li><p>Extract book genres and series from GoodReads.</p></li>
  282. <li><p>Updated various Rust dependencies, and upgraded from StructOpt to <code class="docutils literal notranslate"><span class="pre">clap</span></code>’s derive macros.</p></li>
  283. <li><p>Better progress reporting for data scans.</p></li>
  284. </ul>
  285. </section>
  286. </section>
  287. <section id="book-data-2-0">
  288. <h2>Book Data 2.0<a class="headerlink" href="#book-data-2-0" title="Permalink to this heading">#</a></h2>
  289. <p>This is the updated release of the Book Data Tools, using the same source data
  290. as 1.0 but with DataFusion and Rust-based import logic, instead of PostgreSQL.
  291. It is significantly easier to install and use.</p>
  292. </section>
  293. <section id="book-data-1-0">
  294. <h2>Book Data 1.0<a class="headerlink" href="#book-data-1-0" title="Permalink to this heading">#</a></h2>
  295. <p>The original release that used PostgreSQL. There were a couple of versions of
  296. this for the RecSys and UMUAI papers; the tagged 1.0 release corresponds to the
  297. data used for the UMUAI paper.</p>
  298. </section>
  299. </section>
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  347. <li><a class="reference internal" href="#book-data-2-2-in-progress">Book Data 2.2 (in progress)</a></li>
  348. <li><a class="reference internal" href="#book-data-2-1">Book Data 2.1</a><ul>
  349. <li><a class="reference internal" href="#data-updates">Data Updates</a></li>
  350. <li><a class="reference internal" href="#logic-updates">Logic Updates</a></li>
  351. </ul>
  352. </li>
  353. <li><a class="reference internal" href="#book-data-2-0">Book Data 2.0</a></li>
  354. <li><a class="reference internal" href="#book-data-1-0">Book Data 1.0</a></li>
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