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SQL

Optimising DISTINCT Clauses using EXISTS

The DISTINCT clause in a query can help us quickly remove duplicates from our results. Sometimes it can be beneficial to stop and ask why. Why do we need to use the clause, why are we receiving duplicates from our data? I see this typically due to a JOIN being used where we don’t really want all of those results. This could […]

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SQL

Solving Deadlocks with Application Locks

Deadlocks are an enduring feature of SQL Server. They’ve been a source of pain for many over the years and there are various ways to diagnose, mitigate or resolve them. Here I want to demonstrate approach I haven’t seen discussed – using an application lock to segregate processes. An example where I’ve used this effectively […]

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Personal

2023 Year in Review

Looking back at the year that has been and the year ahead

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T-SQL Tuesday

T-SQL Tuesday #170 – Learning the Hard Way

This month’s invitation from Reitse asks us to talk about learnings from abandoned or failed projects. This one will sit somewhere squarely between those two points. It was an opportunity to learn about scalability. Let’s set the scene. A point of sale system being rolled out across hundreds of physical locations. Transaction data collected each night to […]

Categories
SQL

A Focus on TRY_PARSE Functionality

In the previous post we looked at the functions TRY_CAST, TRY_CONVERT, and TRY_PARSE and how they compared. I wrapped up and said that my preference for new developments would be to use TRY_PARSE due to the tighter control which it provides us. As with everything in SQL Server however, there is no ‘best’ approach, it depends. I therefore wanted […]

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SQL

Comparing TRY Functions for Numeric Conversion

In the previous post we looked at how ISNUMERIC and TRY_CAST work and why we may want to utilise the latter when building validation for our data. When SQL Server 2012 rolled around it wasn’t only TRY_CAST which was added, we also had TRY_CONVERT and TRY_PARSE introduced too. Here we’re going to look at how […]

Categories
SQL

Numeric Data Validation

Data validation is key when ingesting from external sources. As we can’t always be certain of data quality we inevitably find bad data which needs to be handled. Here I wanted to look at a couple of options for validating numeric data. Here’s the scenario – we’ve got data which may have been received via […]

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T-SQL Tuesday

T-SQL Tuesday #169 – Giving Thanks

This month’s invitation from Kay asks us to look back through the year and consider those who we are thankful for. Whilst I should be thanking those close to me for their ongoing support through a lot this year – the fact of it is that they aren’t the type of folks to be reading a blog about SQL […]

Categories
SQL

Optimising Sort Operators in Window Functions

We’re on quite a roll with window functions these past few weeks. Last week we looked at the operators we’d see in execution plans when using a window function. This week I wanted to tackle one of the more troublesome ones specifically: the Sort operator. We know that sort operators are expensive in our queries. To use […]

Categories
SQL

Anatomy of a Window Function Execution Plan

After last week’s post I got to thinking that although we’ve looked at how to implement window functions, we haven’t peeked under the hood to see how they are executed. Then what do you know, Kevin has picked up my post to provide an alternative approach. He observed that whilst his approach was more straightforward it produced a more […]