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Category: Tools

Installing the SSIS 2022 Preview for Visual Studio

Koen Verbeeck does a bit of installation:

For those of you that have been working on an older version of SSIS/SQL Server (2014-2016, something like that), the BI components (SSIS/SSAS/SSRS) are now extensions in Visual Studio. SQL Server Data Tools (SSDT) is no longer available as a separate download.

So you’ll need a full-blown version of Visual Studio (make sure you only install the workflows you actually need). The good news is that you can use the community edition of VS if you’re just using it for BI development. Anyway, install VS 2022 on your machine and download the SSIS extension here.

Read on for the full installation process and a couple of warnings.

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MLflow 2.0 Now Available

Mike Cornell announces MLflow 2.0:

Today, we are thrilled to announce the availability of MLflow 2.0. Building upon MLflow’s strong platform foundation, MLflow 2.0 incorporates extensive user feedback to simplify data science workflows and deliver innovative, first-class tools for MLOps. Features and improvements include extensions to MLflow Recipes (formerly MLflow Pipelines) such as AutoML, hyperparameter tuning, and classification support, as well modernized integrations with the ML ecosystem, a streamlined MLflow Tracking UI, a refresh of core APIs across MLflow’s platform components, and much more.

I like a lot of what MLflow does; it’ll be interesting to see how quickly different products adopt 2.0.

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MySQL Database Backups with mydumper

Lukas Vileikis continues a series on MySQL backup options:

There are many tools we can use to back up our MySQL databases. Some are well-known and used by the best technology companies out there (mysqldump comes to mind), and some are a little less famous, but still have their place in the MySQL world. Enter mydumper – the tool is built by the engineering team over at Percona and it‘s supposedly created to address performance issues caused by mysqldump.

Read on to see what it is and how it works.

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Essential Power Tools for Power BI Desktop

Jason Cockington makes several recommendations of external tools for Power BI Desktop:

The External Tools ribbon is a feature that has been available in Power BI Desktop since the July 2020 release.  This feature should be considered essential to anyone who is regularly working in the Power BI space.    In this article I recommend my top five External Tools, that I consider essential to any Power BI developer.

Read on for the recommendations. I regularly use two of the five but these do look good.

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Debugging Code in R

Cosima Meyer explains how debugging works in R with RStudio:

Three basic commands in RStudio let you do the debugging: debug(function_name)browser(), and undebug(function_name).

With debug(function_name) you start the debugging of your function – it’s basically like a mole that digs in. When you’re in debug mode, you can also call the objects in your function.

Read the whole thing to learn the power of debugging beyond the print() statement. H/T R-Bloggers.

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A Month of Community Tools

Erik Darling is no tool:

Over the past month (plus or minus a couple days), I’ve shown you in a series of quick posts how I use different SQL Server Community Tools that are free and open source to troubleshoot SQL Server issues.

There’s a lot of great content from Erik here; if you haven’t already been following along.

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