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Honeybee Swarms (DBW 2024-05-11)

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Database Weekly for May 12, 2024 Problems displaying this newsletter? [View online](. [Database Weekly]( The Complete Weekly Roundup of SQL Server News by SQLServerCentral.com Hand-picked content to sharpen your professional edge Editorial  Honeybee Swarms I love honeybees. This will be my seventh year as an amateur beekeeper, and aside from family or data, there are few other topics that I could easily spend an afternoon talking to you about. They’re amazing creatures. This past winter I had to move my beehives temporarily to the apiary of a friend. With the warmer winter, all four hives came through winter and are stronger than ever. (for reference, in recent years it’s typical to lose 50% of your hives over the winter.) But here’s the thing with strong healthy hives. They swarm! The queen bee decides that the hive has too many bees and prepares to leave, taking approximately half of the hive with her. She leaves behind a handful of unhatched queens, one of which will take over the hive in a few days. As a beekeeper this is a good thing, if you can catch the swarm (or five, as the case may have been for me the past 10 days). It means that you (or a friend if you can’t keep it) get an extra hive for free. On the other hand, when the swarm totally absconds, it feels like a loss of free bees… and extra honey later in the season. Regardless, every time a hive swarms I’m reminded that a healthy hive is doing exactly what it’s supposed to. Each hive has one queen bee, and the entire hive is there to serve and protect her, because she’s the one that lays the eggs to grow the hive. She exists for one purpose, to produce more bees, to form more hives, to keep forming more bees. The pollination and honey are a wonderful (and necessary) byproduct of that main purpose. After all, bees pollinate 80% of all flowering plants, so we need more of them. How can you tell when things around you are healthy and “firing on all cylinders?” What’s one thing that is working just right, doing exactly what it was intended to do? As you look around this summer (for those of us in the northern hemisphere) and see bees coming and going, I hope it reminds you about healthy hives and fulfilled purpose. Not just for the bees, but for you, too. Ryan Booz [Join the debate, and respond to the editorial on the forums](  The Weekly News All the headlines and interesting SQL Server information that we've collected over the past week, and sometimes even a few repeats if we think they fit. .NET Related Articles [Working with IAsyncEnumerable in C#]( IAsyncEnumerable is a powerful interface introduced in C# 8.0 that allows you to work with sequences of data asynchronously. It is a great fit for building ETLs that asynchronously stream data to get it ready for transfer. 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[Database Subsetting and Data Extraction]( When dealing with the development, testing and releasing of new versions of an existing production database, developers like to use their existing production data. In doing so, the development team will be hit with the difficulties of managing and accommodating the large amount of storage used by a typical production database. It’s not a new problem because the practical storage capacity has grown over the years in line with our ingenuity in finding ways of using it. To deal with using production data for testing, we generally want to reduce its size by extracting a subset of the entities from a ‘production’ database, anonymized and with referential integrity intact. We then deliver this subset to the various development environments. MDX/DAX [Best practices for using KEEPFILTERS in DAX]( From Sqlbi Best practices for deciding when to use (and when ... 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We used sample data from the Advent of Code 2023 to demonstrate some of the ELT techniques in PostgreSQL. In the first article, we discussed functions and features of SQL in PostgreSQL that can be used together to transform and analyze data. In the second article, we introduced Common Table Expressions (CTE) as a method to build a transformation query one step at a time to improve readability and debugging. In this final article, I’ll tackle one last feature of SQL that allows us to process data in a loop, referencing previous iterations to perform complex calculations: Recursive CTE’s. PowerPivot/PowerQuery/PowerBI [Button Slicer Enhances the Power BI Visualization]( From RADACAD The Button Slicer is one of the recent visuals that is very helpful in taking your report layout and visualization to the next level. Although this visual has been... 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Containerization involves bundling and... flyway [Flyway's Baseline Command Explained Simply]( The Baseline command is intended to make it easy to turn any preexisting production database into a Flyway database so that, subsequently, versioned migrations can then be applied to it, bringing greater stability and predictability to database deployments. Unlike most databases in development, a ‘Flyway database’ will be at a known version, with a record of the migration files used to get to that version. However, what if you want to adopt Flyway versioning with an existing database that is already in use?  [RSS Feed]( This email has been sent to {EMAIL}. To be removed from this list, please click [here](. If you have any problems leaving the list, please contact the webmaster@sqlservercentral.com. This newsletter was sent to you because you signed up at SQLServerCentral.com. 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