Application performance is important for any company, and it’s no different for us at WebCE. Not only is performance important for reducing the time that our customers wait for web pages to load and API calls to process, but also in reducing overall network and server loads.
As one of our routine maintenance tasks, we evaluate our data access code for any bottlenecks or poor performing code that may have arisen over time. One major aspect of this review is to use SQL Server’s Query Store tool to find queries with disproportionately high execution times.
What is SQL Server Query Store?
Simply put, Query Store is a tool available as part of SQL Server that can be used to track query plans and their performance over time. It can be configured and activated per database, after which it collects and aggregates data about query activity and provides several very configurable reports onto that query data.
Here are some helpful articles from Microsoft on using Query Store
Using Query Store to Identify Issues
Setting up Query Store on our database was quite simple. We kept most of the default settings, except the storage size and duration, which we adjusted to support comfortably keeping a month’s data. For our maintenance process, we primarily use the reports for Top Resource Consuming Queries by Total and Average Execution Times, and Total Executions to spot potential improvements. These will let us find queries that are taking up a large overall amount of time, a large amount of time per query, or are just queried excessively. Of course, not everything that appears in these reports will be a problem, and even those that are excessive might not be worth the effort to address, but it’s still useful to be aware of these queries.
Query Store tracks the query texts that were received by SQL Server, so it might require more analysis to find exactly what is executing a given query. Some data access libraries modify or generate SQL queries in particular ways, so it's good to know your tools and how their runtime behavior might affect your Query Store data. Two popular libraries for working with data in .NET are Dapper and Entity Framework.
How Dapper modifies SQL Queries
Dapper is "a simple object mapper for .NET", and we've used it to get high-performance translations between SQL Server and .NET. For the most part, Dapper doesn’t manipulate query text, but it is notable that it translates parameterized “IN” conditions in a specific way. For example, consider this "source" SQL query:
SELECT * FROM Customer WHERE Id IN @Ids;
Dapper will rewrite it into something like this:
SELECT * FROM Customer WHERE Id IN (@Ids_1, @Ids_2, …);
This feature of Dapper means that the "source query" may be translated into multiple distinct query texts if your code calls that query with "Ids" arguments with different numbers of members.
How to identify SQL queries from Entity Framework
Entity Framework, on the other hand, allows you to write data access methods in C# LINQ syntax, and then the library converts those expressions at runtime into their equivalent SQL representation. This means that it won’t always be clear which expression correlates to a given query. Typically, these generated queries can be identified by having tables aliased as something like [Extent1]. Depending on how complex and varied your LINQ-to-Entities code is, it may be easy or difficult to determine which methods are generating the queries. You can also call .ToString() on the IQueryable object in the LINQ-to-Entities code to see the generated query text. One point of note is that (at least as of Entity Framework 6), “IN” clauses are rendered with any parameter values substituted into the query text, which can result in Query Store tracking them as separate queries!
Example Cases from our Performance Maintenance
For the maintenance review we are covering in this article, we found 3 significant outliers that had relatively simple solutions for improving their performance! Future articles will cover these three cases in more detail, but the basic overview of them is:
- Case 1
- A simple query that was executed very frequently
- We decided that we could cache the table’s data to minimize the number of trips to the database we need.
- Case 2
- A query with a very high total query time and a high average query time
- The data access method was pulling a very "wide" result set, but only 2 columns of the returned data were being used in code (to do aggregate calculations). We wrote a new data access method with a specialized query to aggregate and return only the data that we needed.
- Case 3
- A query with a very high total query time but a low average query time.
- Our code was calling the query within a loop, filtering the returned data, and essentially doing a Loop Join in memory. We refactored the caller to instead execute a single query that applied the filtering and join logic at the database level.
Overall Results
While these were only a few of our top resource-consuming queries, addressing them as we did saw an overall reduction in query execution time of about 35.8% during peak traffic across the sum of all our queries, as well as about a 12% reduction in average CPU usage on our SQL Servers!
These two graphs are snapshots of query performance across one hour. After these improvements we can see that we’ve improved queries Id: 81 (Case 2) and Id: 376 (Case 3) from our top poorly performing queries.
Before: Top query duration totals
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After: Top query duration totals
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)
Conclusion
Improving performance can be a tricky task, as you can almost always find something to improve at some level, but it can be difficult to decide which issues are worthwhile tackling. Query Store simplifies a lot of this process by helping us identify and evaluate queries that contribute to poor performance. Its tooling is also extremely helpful in showing regressions and performing comparative analyses of your database performance.
Here we’ve shown how we use Query Store as a key part of our maintenance procedures and how it has helped us improve the performance of our systems, contributing to our overall goal of providing a better service and experience for our customers!