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#testthat

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Data Science<p>Discover the power of property-based testing in R with the <a href="https://genomic.social/tags/quickcheck" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>quickcheck</span></a> package! Seamlessly integrates with <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> and offers a variety of generators for atomic vectors, lists, and tibbles. Perfect for ensuring your code's reliability. Check it out: <a href="https://github.com/armcn/quickcheck" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/armcn/quickcheck</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
Data Science<p>{testthat} is great for automatic testing. Here are some tricks for the heavy user: <a href="https://blog.r-hub.io/2020/11/18/testthat-utility-belt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.r-hub.io/2020/11/18/testt</span><span class="invisible">hat-utility-belt/</span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://genomic.social/tags/unittest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittest</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a></p>
Data Science<p>Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: <a href="https://lazytest.cynkra.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lazytest.cynkra.com/</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/lazy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lazy</span></a></p>
Data Science<p>Discover the power of property-based testing in R with the <a href="https://genomic.social/tags/quickcheck" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>quickcheck</span></a> package! Seamlessly integrates with <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> and offers a variety of generators for atomic vectors, lists, and tibbles. Perfect for ensuring your code's reliability. Check it out: <a href="https://github.com/armcn/quickcheck" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/armcn/quickcheck</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
Data Science<p>{testthat} is great for automatic testing. Here are some tricks for the heavy user: <a href="https://blog.r-hub.io/2020/11/18/testthat-utility-belt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.r-hub.io/2020/11/18/testt</span><span class="invisible">hat-utility-belt/</span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://genomic.social/tags/unittest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittest</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a></p>
Data Science<p>Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: <a href="https://lazytest.cynkra.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lazytest.cynkra.com/</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/lazy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lazy</span></a></p>
Data Science<p>Discover the power of property-based testing in R with the <a href="https://genomic.social/tags/quickcheck" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>quickcheck</span></a> package! Seamlessly integrates with <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> and offers a variety of generators for atomic vectors, lists, and tibbles. Perfect for ensuring your code's reliability. Check it out: <a href="https://github.com/armcn/quickcheck" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/armcn/quickcheck</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
Data Science<p>{testthat} is great for automatic testing. Here are some tricks for the heavy user: <a href="https://blog.r-hub.io/2020/11/18/testthat-utility-belt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.r-hub.io/2020/11/18/testt</span><span class="invisible">hat-utility-belt/</span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://genomic.social/tags/unittest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittest</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a></p>
Zhian N. Kamvar<p>A common <a href="https://hachyderm.io/tags/TestThat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TestThat</span></a> frustration I have is trying to track down where messages are coming from in the tests so I can test for them and then suppress them. </p><p>Does anyone know a good way of sussing them out other than running test by test? </p><p><a href="https://hachyderm.io/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a></p>
Data Science<p>Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: <a href="https://lazytest.cynkra.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lazytest.cynkra.com/</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/lazy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lazy</span></a></p>
Alex Axthelm<p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="tag">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/testthat" class="mention hashtag" rel="tag">#<span>testthat</span></a> <a href="https://fosstodon.org/tags/codecov" class="mention hashtag" rel="tag">#<span>codecov</span></a> <br />Edit: uploading results from the different runners worked! I was just impatient.</p><p>Question </p><p>I have a function that has different behavior on Windows and (MacOS/Linux). I have tests that correctly check all of this (using testthat::skip_on_os() ). Everything is working as intended. </p><p>But when I run my CI checks, codecov marks the “windows” lines as untested. My naive solution of running the codecov action on a windows runner is also not solving it. </p><p>Any suggestions?</p>
Data Science<p>Discover the power of property-based testing in R with the <a href="https://genomic.social/tags/quickcheck" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>quickcheck</span></a> package! Seamlessly integrates with <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> and offers a variety of generators for atomic vectors, lists, and tibbles. Perfect for ensuring your code's reliability. Check it out: <a href="https://github.com/armcn/quickcheck" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/armcn/quickcheck</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
Data Science<p>{testthat} is great for automatic testing. Here are some tricks for the heavy user: <a href="https://blog.r-hub.io/2020/11/18/testthat-utility-belt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.r-hub.io/2020/11/18/testt</span><span class="invisible">hat-utility-belt/</span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://genomic.social/tags/unittest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittest</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a></p>
Data Science<p>Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: <a href="https://lazytest.cynkra.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lazytest.cynkra.com/</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/lazy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lazy</span></a></p>
Manuel Landesfeind<p>Hive mind, do you employ (unit) testing in data analysis scripts? If so, how and what are your best practices? </p><p>We frequently develop packages with unit testing. But equally often write "run-once" analysis scripts/notebooks. Those often contain functions and (more often) assumptions on loaded data but we rarely test/check these. This is something to improve but I wonder how others handle this.</p><p><a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/rmarkdown" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rmarkdown</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/assertthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>assertthat</span></a> <a href="https://genomic.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://genomic.social/tags/jupyter" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>jupyter</span></a> <a href="https://genomic.social/tags/unittesting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittesting</span></a> <a href="https://genomic.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://genomic.social/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioinformatics</span></a></p>
Aditya Dahiya<p><a href="https://mastodon.social/tags/TidyTuesday" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TidyTuesday</span></a> <span class="h-card" translate="no"><a href="https://fosstodon.org/@ShinyConf" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>ShinyConf</span></a></span> How are packages linked to <span class="h-card" translate="no"><a href="https://fosstodon.org/@Posit" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>Posit</span></a></span>'s {shiny}. For linked packages, the most popular imports are <a href="https://mastodon.social/tags/dplyr" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dplyr</span></a> &amp; <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a>. Most common suggestions are <a href="https://mastodon.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a>, <span class="h-card" translate="no"><a href="https://mastodon.social/@rmarkdown" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>rmarkdown</span></a></span> and <a href="https://mastodon.social/tags/knitr" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>knitr</span></a>.<br>Data: <a href="https://mastodon.social/tags/ShinyConf2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ShinyConf2024</span></a>, <span class="h-card" translate="no"><a href="https://fosstodon.org/@tracykteal" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>tracykteal</span></a></span> &amp; <span class="h-card" translate="no"><a href="https://fosstodon.org/@jonthegeek" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>jonthegeek</span></a></span> <br>Code🔗<a href="https://tinyurl.com/tidy-shny" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">tinyurl.com/tidy-shny</span><span class="invisible"></span></a><br>Tools: <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://mastodon.social/tags/treemapify" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>treemapify</span></a></p>
Data Science<p>{testthat} is great for automatic testing. Here are some tricks for the heavy user: <a href="https://blog.r-hub.io/2020/11/18/testthat-utility-belt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.r-hub.io/2020/11/18/testt</span><span class="invisible">hat-utility-belt/</span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://genomic.social/tags/unittest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittest</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a></p>
Data Science<p>Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: <a href="https://lazytest.cynkra.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lazytest.cynkra.com/</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/lazy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lazy</span></a></p>
Data Science<p>{testthat} is great for automatic testing. Here are some tricks for the heavy user: <a href="https://blog.r-hub.io/2020/11/18/testthat-utility-belt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.r-hub.io/2020/11/18/testt</span><span class="invisible">hat-utility-belt/</span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a> <a href="https://genomic.social/tags/unittest" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>unittest</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a></p>
Data Science<p>Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: <a href="https://lazytest.cynkra.com/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lazytest.cynkra.com/</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> <a href="https://genomic.social/tags/lazy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lazy</span></a></p>
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