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SQL

Cleaning Up Window Functions in SQL Server 2022

Window functions allow us to perform a function across a set of rows in a result set, rather than how we might typically group them. In SQL Server 2022 we have a new clause available for our queries which can help tidy up how these are defined. We’ll use the sample table from the introduction to […]

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SQL

Dealing with Duplicate Data

Data quality and consistency is key to the services we support and solutions we deliver. A gremlin which can undermine that is duplicate data. Let’s start the new year dealing with duplicate data and having a good clear-out. For our example we’ll consider an Order Product table which contains an OrderID and ProductID, and the combination of these should […]

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SQL

Adding NOT NULL Columns. Fast.

When adding a new column and wanting to default the value for existing records, it used to be a painful task. As of SQL Server 2012 that became much easier. But nobody told me, until Simon casually mentioned it in conversation recently. I had to see it for myself, so I thought I’d share for those who […]

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SQL

Why Bother Indexing Foreign Key Columns?

Last week I shared a script to identify foreign keys which weren’t indexed. What we didn’t discuss in detail was why it can be important to index these columns. Here we’ll demonstrate the two areas we can see great benefits by introducing the indexes. Query optimisation We’ll start with the typical benefit of indexing – query optimisation. The index […]

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SQL

Identifying Missing Foreign Key Indexes

Foreign keys provide us with confidence in the integrity of the code we develop. In this post we identify indexing opportunities around foreign keys to increase performance of their usage. Creating an index on a foreign key column (or columns) can provide additional performance in two key situations: That’s all well and good if we’re […]

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SQL

Basic Table Metrics

In Management Studio we can view object details by hitting F7 in Object Explorer. It gives us basic metrics but I find it very slow to load for the details I typically need. For that reason I though I’d share a script to turn to for metrics I commonly need. This query returns: Results for the AdventureWorks2022 […]

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SQL

Revisiting Object Dependencies

Last week we looked at identifying object dependencies through performing a wildcard search on the objects such as procedures. I noted another option could be to use the views such as sys.sql_expression_dependencies and Kevin also commented about using the supporting functions such as sys.dm_sql_referencing_entities. I wanted to briefly look at both of these options and look at how their results can […]

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SQL

Identifying Object Dependencies

When looking to migrate, consolidate or deprovision parts of a SQL solution it’s key to understand the dependencies on the objects inside. Identifying dependencies can be challenging and I wanted to demonstrate one way to approach this. We’ll start with some objects across a couple of databases: The simplest option to find references within a […]

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SQL

Solving Parameter Sniffing with Multiple Execution Plans

Dynamic SQL has many uses and one of these can help us fix Parameter Sniffing issues. Here we’ll look at how it can be used to generate multiple execution plans for the same query. Parameter sniffing is a common issue. Even for simple queries we can run into suboptimal plans being produced. There are multiple ways we […]

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SQL

Constructing Dynamic SQL with Parameters

When building dynamic SQL, safety is crucial. As we saw last week, we have the QUOTENAME function which can help when referencing object names. Another aspect to consider is use of parameters. Integrating them incorrectly can leave us vulnerable to SQL injection attacks. Let’s take a look at how to handle them the wrong way, followed by the right […]