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divVerent<a href="https://mastodon.social/@mrudokas" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@mrudokas</a> <a href="https://malenfant.net/@didier" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@didier</a> And that's why I avoid <a href="https://social.vivaldi.net/tags/Java" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Java</a>. Even <a href="https://social.vivaldi.net/tags/Kotlin" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kotlin</a> and <a href="https://social.vivaldi.net/tags/Scala" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scala</a> already has way less boilerplate (but I still dislike it). Part of the problem is the language, other parts is the libraries - and the alternative <a href="https://social.vivaldi.net/tags/JVM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JVM</a> languages only change one part of the equation.Now you know why I prefer even <a href="https://social.vivaldi.net/tags/C" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#C</a>++ over those. In C++ there's already way less boilerplate, and thus also way less efficiency of such tools. In fact I only ever get useful matches at all when writing code for a batch processing framework similar to <a href="https://social.vivaldi.net/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a>.Which has a REALLY nice <a href="https://social.vivaldi.net/tags/Go" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Go</a> interface where stateless parallel functions can just be Go functions. No class/struct/whatever around it, no extra methods, no weird context objects, just pure functions from type A to type B. That's how I want things to be.<a href="https://social.vivaldi.net/tags/Haskell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Haskell</a> also is a very good example, and in fact one of the languages with least amount of boilerplate I know.Otherwise, the point is "my team does not have the power to change the existing ecosystem". We have projects to deliver, can't spend too much resources in creating better APIs to existing systems. We can do incremental improvements though - in C++ that is possible, in Java it is a lost cause.

Denis 🌏I'm not feeling the warm fuzzies about trying to do GCP Dataflow (aka Apache Beam) with Typescript. Doesn't feel fully baked.Also doesn't feel like a lot of doc/examples nor many people using it. I don't think our org should be on the bleeding edge of something like this for a core piece of our infrastructure.Dunno. Will keep working on it for a bit.<a href="https://hachyderm.io/tags/GCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GCP</a> <a href="https://hachyderm.io/tags/GoogleCloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GoogleCloud</a> <a href="https://hachyderm.io/tags/Dataflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Dataflow</a> <a href="https://hachyderm.io/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a>

Mike PorterNEW VIDEO: Transcribe Newscasts in Parallel with <a href="https://mastodon.social/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> and <a href="https://mas.to/@huggingface" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@huggingface</a> <a href="https://youtu.be/_bKyFREDvZc" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://youtu.be/_bKyFREDvZc</a>

Paul KingLatest version of my Whisky clustering using Apache projects talk: <a href="https://speakerdeck.com/paulk/groovy-whiskey" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://speakerdeck.com/paulk/groovy-whiskey</a> Tickets are still available for CoCEU. <a href="https://foojay.social/tags/apachecon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachecon</a> <a href="https://foojay.social/tags/communityovercode" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#communityovercode</a> <a href="https://foojay.social/tags/apachewayang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachewayang</a> <a href="https://foojay.social/tags/ApacheFlink" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheFlink</a> <a href="https://foojay.social/tags/ApacheSpark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheSpark</a> <a href="https://foojay.social/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> <a href="https://foojay.social/tags/ApacheIgnite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheIgnite</a> <a href="https://foojay.social/tags/ApacheCommons" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheCommons</a> <a href="https://fosstodon.org/@ApacheGroovy" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@ApacheGroovy</a> <a href="https://foojay.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://foojay.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#machinelearning</a> <a href="https://foojay.social/tags/groovylang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#groovylang</a>

『 บูเบ๋อ 』<a class="hashtag" href="https://miraiverse.xyz/tag/bluebirzblog" rel="nofollow noopener noreferrer" target="_blank">#bluebirzblog</a> Let's try: Apache Beam part 8 - Tags & Side inputs We can create our own version of <a class="hashtag" href="https://miraiverse.xyz/tag/apachebeam" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> io packages Let's see how to make it for <a class="hashtag" href="https://miraiverse.xyz/tag/firestore" rel="nofollow noopener noreferrer" target="_blank">#Firestore</a>. [EN] <a href="https://www.bluebirz.net/en/lets-try-apache-beam-part-8/" rel="nofollow noopener noreferrer" target="_blank">https://www.bluebirz.net/en/lets-try-apache-beam-part-8/</a> [TH] <a href="https://www.bluebirz.net/th/lets-try-apache-beam-part-8-th/" rel="nofollow noopener noreferrer" target="_blank">https://www.bluebirz.net/th/lets-try-apache-beam-part-8-th/</a> [Medium] <a href="https://medium.com/@bluebirz/lets-try-apache-beam-part-8-tags-side-inputs-7598bbaf80fe" rel="nofollow noopener noreferrer" target="_blank">https://medium.com/@bluebirz/lets-try-apache-beam-part-8-tags-side-inputs-7598bbaf80fe</a>

『 บูเบ๋อ 』<a class="hashtag" href="https://miraiverse.xyz/tag/bluebirzblog" rel="nofollow noopener noreferrer" target="_blank">#bluebirzblog</a> Let's try: Apache Beam part 7 - custom IO We can create our own version of <a class="hashtag" href="https://miraiverse.xyz/tag/apachebeam" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> io packages Let's see how to make it for <a class="hashtag" href="https://miraiverse.xyz/tag/firestore" rel="nofollow noopener noreferrer" target="_blank">#Firestore</a>. [EN] <a href="https://www.bluebirz.net/en/lets-try-apache-beam-part-7/" rel="nofollow noopener noreferrer" target="_blank">https://www.bluebirz.net/en/lets-try-apache-beam-part-7/</a> [TH] <a href="https://www.bluebirz.net/th/lets-try-apache-beam-part-7-th/" rel="nofollow noopener noreferrer" target="_blank">https://www.bluebirz.net/th/lets-try-apache-beam-part-7-th/</a> [Medium] <a href="https://medium.com/@bluebirz/lets-try-apache-beam-part-7-custom-io-d310fc291e88" rel="nofollow noopener noreferrer" target="_blank">https://medium.com/@bluebirz/lets-try-apache-beam-part-7-custom-io-d310fc291e88</a>

InfoQ<a href="https://techhub.social/tags/CaseStudy" class="mention hashtag" rel="tag">#CaseStudy</a> - Discover how <a href="https://techhub.social/tags/Yelp" class="mention hashtag" rel="tag">#Yelp</a> reworked its data streaming architecture with <a href="https://techhub.social/tags/ApacheBeam" class="mention hashtag" rel="tag">#ApacheBeam</a> & <a href="https://techhub.social/tags/ApacheFlink" class="mention hashtag" rel="tag">#ApacheFlink</a>!The company replaced a fragmented set of data pipelines for streaming transactional data into its analytical systems, like Amazon Redshift and in-house data lake, using Apache data streaming projects to create a unified and flexible solution.Dive into the details: <a href="https://bit.ly/3WgkTL7" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://bit.ly/3WgkTL7</a> <a href="https://techhub.social/tags/InfoQ" class="mention hashtag" rel="tag">#InfoQ</a> <a href="https://techhub.social/tags/SoftwareArchitecture" class="mention hashtag" rel="tag">#SoftwareArchitecture</a> <a href="https://techhub.social/tags/EventDrivenArchitecture" class="mention hashtag" rel="tag">#EventDrivenArchitecture</a> <a href="https://techhub.social/tags/DataPipelines" class="mention hashtag" rel="tag">#DataPipelines</a> <a href="https://techhub.social/tags/Streaming" class="mention hashtag" rel="tag">#Streaming</a>

『 บูเบ๋อ 』<a class="hashtag" href="https://miraiverse.xyz/tag/bluebirzblog" rel="nofollow noopener noreferrer" target="_blank">#bluebirzblog</a> Let's try: Apache Beam part 6 - instant IO <a class="hashtag" href="https://miraiverse.xyz/tag/apachebeam" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> provides inputs and outputs for PCollection in many packages. We just import and call them properly and get the job done. [Medium] <a href="https://medium.com/@bluebirz/lets-try-apache-beam-part-6-instant-io-fae7f79b1801" rel="nofollow noopener noreferrer" target="_blank">https://medium.com/@bluebirz/lets-try-apache-beam-part-6-instant-io-fae7f79b1801</a> [TH] <a href="https://www.bluebirz.net/th/lets-try-apache-beam-part-6-th/" rel="nofollow noopener noreferrer" target="_blank">https://www.bluebirz.net/th/lets-try-apache-beam-part-6-th/</a> [EN] <a href="https://www.bluebirz.net/en/lets-try-apache-beam-part-6/" rel="nofollow noopener noreferrer" target="_blank">https://www.bluebirz.net/en/lets-try-apache-beam-part-6/</a>

XaviGood morning ☕☀️I am <a href="https://social.arnaus.net/tags/recruiting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#recruiting</a> a Data Engineer into my team.We're building pipelines in <a href="https://social.arnaus.net/tags/trivago" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#trivago</a> that analyse, verify and normalise the content coming from partners, to deliver them clean to the rest of the company.I am looking for a pragmatic engineer engaged for quality and stability, that takes the challenge to process big volumes of data. We use ATM <a href="https://social.arnaus.net/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> and <a href="https://social.arnaus.net/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> in <a href="https://social.arnaus.net/tags/GCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GCP</a>, but you don't need them to apply if you are using other data tooling.We offer a competitive salary, a constant challenge, a very enthusiastic team and an authentic atmosphere of multicultural colleagues.We're based in <a href="https://social.arnaus.net/tags/D%C3%BCsseldorf" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Düsseldorf</a>, and we work in english in an hybrid scheme of 2 days <a href="https://social.arnaus.net/tags/homeOffice" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#homeOffice</a> / 3 days in person. Also unlimited vacation days, 20 days per year fully remote, kitchen, coffee, daily fruits...Apply now! <a href="https://careers.trivago.com/job/r7193037002/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://careers.trivago.com/job/r7193037002/</a>

Rustam MehmandarovQuiet before the storm – the "backstage view". 5 minutes later the room was packed! 🤩Just done presenting on data pipelines, <a href="https://mastodon.social/tags/apachebeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#apachebeam</a>, <a href="https://mastodon.social/tags/OSS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OSS</a>, <a href="https://mastodon.social/tags/Java" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Java</a> & <a href="https://mastodon.social/tags/Cloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Cloud</a> @ Devfest Bucharest, on the Cloud stage. 💾Thanks to the awesome GDGBucharest team for the organization. 👏

Paul KingData science & Groovy using <a href="https://foojay.social/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> <a href="https://foojay.social/tags/ApacheCamel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheCamel</a> <a href="https://foojay.social/tags/ApacheCommons" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheCommons</a> <a href="https://fosstodon.org/@ApacheGroovy" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@ApacheGroovy</a> <a href="https://foojay.social/tags/ApacheIgnite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheIgnite</a> <a href="https://foojay.social/tags/ApacheMXNet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheMXNet</a> <a href="https://foojay.social/tags/ApacheOpennlp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheOpennlp</a> <a href="https://foojay.social/tags/ApacheSpark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheSpark</a> <a href="https://foojay.social/tags/ApacheWayang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheWayang</a> <a href="https://foojay.social/tags/Datumbox" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Datumbox</a> <a href="https://foojay.social/tags/deepjavalibrary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#deepjavalibrary</a> <a href="https://foojay.social/tags/DeepNetts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DeepNetts</a> <a href="https://foojay.social/tags/EclipseDL4J" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EclipseDL4J</a> <a href="https://foojay.social/tags/graalvm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#graalvm</a> <a href="https://foojay.social/tags/gradle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gradle</a> <a href="https://foojay.social/tags/stanfordnlp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stanfordnlp</a> <a href="https://foojay.social/tags/TensorFlow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TensorFlow</a> <a href="https://foojay.social/tags/Tribuo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tribuo</a> <a href="https://foojay.social/tags/smile" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#smile</a> <a href="https://foojay.social/tags/tablesaw" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tablesaw</a> <a href="https://foojay.social/tags/opencsv" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opencsv</a><a href="https://www.javaadvent.com/2022/12/groovy-and-data-science.html" rel="nofollow noopener noreferrer" target="_blank">https://www.javaadvent.com/2022/12/groovy-and-data-science.html</a>Covers data manipulation, regression, clustering, classification, natural language processing & object detection <a href="https://foojay.social/tags/jsr381" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#jsr381</a> <a href="https://foojay.social/tags/visrec" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#visrec</a> <a href="https://foojay.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a> <a href="https://foojay.social/tags/ml" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ml</a> <a href="https://foojay.social/tags/groovylang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#groovylang</a> <a href="https://foojay.social/tags/neuralnets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#neuralnets</a> <a href="https://foojay.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#deeplearning</a> <a href="https://foojay.social/tags/javaadvent22" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#javaadvent22</a>

Corey CradleAnybody know any good <a href="https://triangletoot.party/tags/ApacheBeam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ApacheBeam</a> experts to follow Mastodon/Fediverse?

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