Building pipelines in Microsoft Fabric can be complicated, and it's easy to write code that is hard to maintain. Using parameters in your connections helps to build pipelines that are easily configured.
2025-07-04 (first published: 2025-06-02)
5,555 reads
When I was perusing my LinkedIn feed the other day, I came across this thread about using SELECT *. In one of the replies, Aaron Cutshall noted that: “Another real performance killer is SELECT DISTINCT especially when combined with UNION. I have a whole list of commonly used hidden performance killers!”
2025-07-04
SQL Server 2025 improved PSPO to handle multiple predicates that might have parameter sensitivity, and that’s great! I love it when Microsoft ships a v1 feature, and then gradually iterates over to make it better. Adaptive Memory Grants were a similar investment that got improved over time, and today they’re fantastic.
2025-07-02
Learn how to get started running R scripts in R/Studio for data analysis.
2025-06-30
2,003 reads
Your choice of how you encode data can be significant. With computers and databases, you have a wide range of options. As a programmer, you will likely be called upon at some time in your career to design and coding scheme for particular application. It would really help if you at least avoided designing a bad one.
2025-06-30
In this next part of the series on Managed Instance, we see how to discover a bit about the internals of how the instance is being run. Learn how to kill and respawn a Managed Instance.
2025-06-27
1,107 reads
SQL Server has several functions to assist with meta data about the server, databases, indexes, and more. In this tip, we will look at how to get index information for indexes in a database using the INDEXPROPERTY function.
2025-06-27
Starting in SQL Server 2025, a new edition is available for installation: SQL Server Developer Standard Edition. This article dives into this edition, the problems it solves, and why it is a great addition for development teams that use SQL Server!
2025-06-25
Misusing MAXDOP can silently kill performance across your SQL Server. In this deep dive, we uncover how one bad query caused CPU meltdown, run real-world tests, and show how tuning—not parallelism—often holds the true fix.
2025-06-23
4,567 reads
There are multiple reasons for no full backup: corrupted backups, taking too much time to restore, etc. In this post, I want to show an alternative for these cases, an ace up one’s sleeve, that you can use to recover data.
2025-06-23
By Vinay Thakur
RAG — Retrieval Augmented Generation. we have covered so far — embeddings, vectors, vector...
By Vinay Thakur
Continuing from Day 6 we learned Embeddings, Semantic Search and Checks, on Day 7...
By Vinay Thakur
Continuing from Day 5 where we covered notebooks, HuggingFace and fine tuning AI now...
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I am doing development work on a database and want to keep a backup so I can reset my database. I make some changes and want to restore over top of my changes. When I run this code, what happens?
USE Master BACKUP DATABASE DNRTest TO DISK = 'dnrtest.bak' GO USE DNRTest GO CREATE TABLE MyTest(myid INT) GO USE master RESTORE DATABASE DNRTest FROM DISK = 'dnrtest.bak' WITH REPLACESee possible answers