SQL Server Machine Learning allows you to run R and Python scripts from SQL Server. When SQL Server 2019 was released, Microsoft enhanced the security for this functionality, but it caused some existing code writing to the file system to to break. In this article, Dennes Torres explains the security enhancement and describes three ways to work with it. … Read more
In 2020, my main personal goal is to reduce doing harm, and this has been mainly inspired by the work of Kim Crayton and the #causeascene Guiding Principles. Kim is a business strategist, tech leader coach, professional educator, and founder of the #causeascene movement. Tech is not neutral. Actually, it has never been neutral, nor … Read more
Microsoft provides a service to analyze text data called Text Analytics Cognitive Service. In this article, Sanil Mhatre demonstrates how to use this service from Power BI. … Read more
One of the most critical things that a game must do is to save data like the preferences and score. In this article, Lance Talbert demonstrates two ways to save data when you create your game in Unity.… Read more
Window functions are useful for solving many SQL queries. In this article, Ed Pollack demonstrates how they can be used to analyse baseball winning streaks.… Read more
Understanding scoping rules is a basic skill for developers. In this article, Joe Celko gives a bit of the history of scoping in early programming languages and shows how scoping applies to SQL queries as well. … Read more
Temporal tables were introduced with SQL Server 2016. To take advantage of this feature, you might start fresh with a brand new table. It is possible, however, to convert an existing table with accumulated history to the new functionality. In this article, Mala Mahadevan explains how to create temporal tables for both scenarios.… Read more
Whether or not to have NULLable columns in a table can be a religious debate, and how missing data is represented should be carefully considered during database design. In this article, Joe Celko considers the ways that SQL Server handles NULLs in several situations. … Read more
SQL naming conventions for tables, and all the associated objects such as indexes, constraints, keys and triggers, are important for teamwork. Poorly-named tables and other objects make it difficult to maintain databases. Table names must follow the rules for SQL Server identifiers, and be less than 128 characters. It is possible to force SQL Server to … Read more
You have many options when exporting data from a database. In this article, Phil Factor compares several methods including XML and array-in-array JSON for speed and file size.… Read more
So you have a database with JSON in it. Can you validate it? I don’t mean just to ensure that it is valid JSON, but ensure that the JSON contains values that are legitimate. Are NI values, postcodes or bank codes valid? Can the dates or GUIDs be successfully parsed? Are those integers really integers? … Read more
JSON was initially designed for the informal transfer of data that has no schema. It has no concept of a table, or of an array of identical arrays. This means that it must tell you each key for each object, even if the original data object was a table. With the happy minimum of key-value … Read more
Now that SQL Server 2019 is on the way, it’s time to start learning about the new capabilities. In this article, Greg Larson tests the new APPROX_COUNT_DISTINCT function for performance and accuracy.… Read more
JSON is a viable option for transferring data between systems. It has the ability to include schema information along with the data which is an advantage over CSV files. In this article, Phil Factor demonstrates how he takes advantage of JSON when exporting or importing tables. … Read more
If you are, as you should be, checking JSON data in a whole lot of files before you import them into your database, you would do well to use JSON Schema, because you can run a number of checks such as regex checks that can’t be done any other way, and it is usually possible … Read more
I am in the middle of working on my DB Design conference that occurs in a bit over a week from now. But I had this come up in some work I was doing and wanted to put it down in a blog. One of the most exciting features of SQL Server 2005 was the … Read more
The other day, I had a problem with some data that I never dreamed I would ever see. In a case insensitive database, in a table’s column that was case insensitive, the customer was using the data as case sensitive. Firstly, let’s just go ahead and say it. “This was a sucky implementation.” But as … Read more
T-SQL window functions, introduced in 2005 with enhancements in 2012, are great additions to the T-SQL language. In this article, Kathi Kellenberger explains what you need to know to get good performance when using these functions.… Read more
Missing data is a difficult and common problem to solve. In this article, Joe Celko explains several approaches to deleting or replacing missing data.… Read more
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