MongoDB provides an efficient environment for storing document data at scale. However, most of your interactions with MongoDB will not be related to storing data but rather to querying data. The better you understand how to retrieve the data you need, the more effectively you can interact with MongoDB and support your data-driven applications. To … Read more
It is always an afterthought. New objects are created that start off small and current. New feature development takes over and the recently architected data structures become old news. Over time, data grows and suddenly a previously small table contains millions or billions of rows. Is all that data necessary? How long should it be … Read more
I don’t think I’ve ever had a great impression of Azure SQL Database as a place for production applications. In its early days, it was missing several important features (like data compression). While that hole has been plugged, there are still other limitations and differences you should be aware of, like T-SQL differences, lack of … Read more
Packing intervals is a classic SQL task that involves packing groups of intersecting intervals to their respective continuous intervals. In mathematics, an interval is the subset of all values of a given type, e.g., integer numbers, between some low value and some high value. In databases, intervals can manifest as date and time intervals representing … Read more
Aggregation is a widely used way to summarize the content of a database. It is usually expressed with GROUP BY clause or just using aggregate functions (like COUNT or SUM). When the database engine executes a query with aggregations, it produces individual rows need to compute the required output and then performs the aggregation as … Read more
MongoDB is a document database. As such, the data is stored as individual documents. A document is a data structure made up of one or more field/value pairs. Nearly everything you do in MongoDB is either directly or indirectly related to the documents that you store in a database or move in and out of … Read more
Nearly a decade ago, I wrote a post called “Bad habits : Counting rows the hard way.” In that post, I talked about how we can use SQL Server’s metadata to instantly retrieve the row count for a table. Typically, people do the following, which has to read the entire table or index: To largely … Read more
Imagine this: you have several directories full of SQL script files, and you need to know where a certain table is used. You’d rather like the context too, so you can check the whole SQL Expression and work out why it is running so slowly. Maybe, from that same daunting set of several directories, you … Read more
I have published videos and articles before about Lakehouse maintenance. In this article I want to address a missing point for a lot of Fabric administrators: How to do maintenance on multiple lakehouses that are located in different workspaces. One of the videos I have published explains the maintenance of multiple lakehouses, but only addresses … Read more
When it comes to the development and operations (DevOps), one thing stands out as a critical aspect and that is troubleshooting. The primary goal of a DevOps team is to ensure that the product experiences zero to no downtime because every moment is crucial. Therefore, smooth delivery and uninterrupted uptime are paramount. To achieve this, … Read more
In this blog, we continue our exploration on PostgreSQL indexes which we started here. In that article, we learned what an index is, and how exactly indexes can help with query execution. But there is much more to learn about indexes! In this blog, we will keep exploring B-tree indexes. We will learn whether (and … Read more
Understanding how to join the data in one table to another is crucial for any data analyst or database developer working with a relational database. Whether you’re a beginner or an experienced SQL user, this article will help you strengthen your SQL skills and become proficient in SQL joins. With several types of joins available, … Read more
Tell me if you’ve heard this one before: I changed data from my application, but when I checked the database, I couldn’t see the change! I’ve seen this. Loads. It can be quite perplexing for folks because they expect to see an error message if the insert, update, or delete failed. I put this post … Read more
Source control is fundamental when dealing with projects and sharing code between multiple developers. Power BI present some challenges related to source control. But it’s finally providing us with a solution to these challenges. Let’s analyse this piece-by-piece. According to your previous knowledge, you may would like to skip some section of this article. This … Read more
In this article, we will introduce Microsoft Fabric and how it relates to Power BI Premium Capacity we will turn to the mechanics of capacity utilization, and we will briefly look at how to monitor the performance loads of our Fabric resources. In a future article we will dive into performance tuning of Fabric workloads. … Read more
Recently someone posted a question where they couldn’t quite figure out how to construct a predicate based on a bit parameter. They tried to write a procedure like this, which wouldn’t parse, of course: I explained that you can’t have control-of-flow inside a SQL statement like that, at least not in T-SQL. And that the … Read more
MongoDB is a scalable database management system that stores data as documents in a collection, rather than as rows in a table, such as you’d find in a relational database system. A document is an object made up of one or more field and value pairs that contain related data. A field’s value can be … Read more
The SQL NTILE() is a window function that allows you to break a table into a specified number of approximately equal groups, or <bucket count>. For each row in a grouping, the NTILE() function assigns a bucket number representing the group to which the row belong starting at one. The syntax of the NTILE() function … Read more
Earlier this year, we migrated the entire Stack Overflow for Teams platform to Azure. This was a lengthy endeavour and Wouter de Kort, one of our core engineers, wrote about multiple technical aspects of the project in these posts: Journey to the cloud part I: Migrating Stack Overflow Teams to Azure Journey to the cloud … Read more
One of the technologies that my new job brought with it was learning about all the various database platforms that are not Microsoft SQL Server. Not that I don’t still spend time learning about SQL Server, as it will happily remain one of our largest topics, but rather that I need to learn about other … Read more
