Execution Plans

Execution Plans, How to Think Like the SQL Server Engine

In the first post in my How to Think Like the Engine series, I started by doing a pretty simple query: But I noted that if you were following along on your computer, you might see a different execution plan. If I tweak just one thing about my SQL Server, I see a different plan:…

DBA Training Plan 13: Why Do Cached Plans Go Bad?

Last Updated September 5, 2019

DBA Training Plan, Execution Plans

It’s a little bit of a trick question: what could make a good query plan turn bad? In the last episode, we used sp_BlitzCache to spot the most resource-intensive, longest-running query plans in your server’s cache. Go run those queries again, right now, and I bet you’re going to see plans in the cache that…

Research Paper Week: Plan Stitch: Harnessing the Best of Many Plans

Last Updated August 11, 2019

Those of you who follow me on Instagram, Twitter, or Facebook know I’m taking most of August off for vacation. Erika and I spent the last couple of weeks in Telluride, had a brief stop in Sacramento for SQL Saturday, and this week we’re touring wineries in Napa and Sonoma. As part of recharging, I…

DBA Training Plan 12: What Query Plans Are In Cache?

Last Updated August 11, 2019

DBA Training Plan, Execution Plans, sp_BlitzCache

In the last episode, while talking about the basics of executing queries, I said that SQL Server caches execution plans in memory, reusing them whenever the same query gets executed again. I’ve also talked about the dynamic management views (DMVs) that let you query what’s in SQL Server’s memory. Let’s put those two things together…

DBA Training Plan 11: The Basics of Executing a Query

Last Updated August 15, 2019

DBA Training Plan, Execution Plans

Up til now in the DBA Training Plan, we’ve been taking inventory of our servers, making sure the data’s well-protected, and understanding the basics of how the data’s stored in indexes inside those data files. Now, let’s start looking at performance, and let’s start by zooming really far out to think about how SQL Server…

What the Arrow Sizes in Query Plans Really Mean

Last Updated June 21, 2019

Precisely 80.3% of you are going to learn something in this post. Earlier this week, I asked what you thought the arrows in estimated and actual query plans meant. I asked you to just guess without doing any research, and here’s what you answered: There are a lot of different opinions, and I can see…

Poll: What Do You Think The Arrow Sizes in Query Plans Mean?

Last Updated June 18, 2019

Don’t read the documentation – just guess. What do you think the arrow sizes in query plans mean in SSMS 17/18? After you take the poll – just guess – then you can see what other people think. Friday, I’ll share a demo you can use to prove the answer.

Why Order Isn’t Guaranteed Without an ORDER BY

Last Updated May 15, 2019

Start with the Stack Overflow database, with no nonclustered indexes. If you’ve been playing around with demos, run my DropIndexes proc just to clear things out, which leaves the clustered indexes in place. Say you run this query: Transact-SQL SELECT TOP 100 Id, DisplayName FROM dbo.Users; 12 SELECT TOP 100 Id, DisplayName FROM dbo.Users; By default,…

Index scans aren’t always bad, and index seeks aren’t always great.

Last Updated April 16, 2019

Execution Plans, Indexing

Somewhere along the way in your career, you were told that: Index seeks are quick, lightweight operations Table scans are ugly, slow operations And ever since, you’ve kept an eye on your execution plans looking for those performance-intensive clustered index scans. When you see ’em, you go root ’em out, believing you’ve got a performance…

Finding Froid’s Limits: Testing Inlined User-Defined Functions

Last Updated June 25, 2020

Execution Plans, Parameter Sniffing, SQL Server 2019, T-SQL

This week, I’ve been writing about how SQL Server 2019’s bringing a few new features to mitigate parameter sniffing, but they’re more complex than they appear at first glance: adaptive memory grants, air_quote_actual plans, and adaptive joins. Today, let’s talk about another common cause of wildly varying durations for a single query: user-defined functions. Scalar…

1 query, 3 parameters, 3 different plans

Parameter Sniffing in SQL Server 2019: Adaptive Joins

Last Updated May 26, 2020

Adaptive Joins, Parameter Sniffing, SQL Server 2019

So far, I’ve talked about how adaptive memory grants both help and worsen parameter sniffing, and how the new air_quote_actual plans don’t accurately show what happened. But so far, I’ve been using a simple one-table query – let’s see what happens when I add a join and a supporting index: Transact-SQL CREATE INDEX IX_OwnerUserId_Includes ON…

Parameter Sniffing in SQL Server 2019: Air_Quote_Actual Plans

Last Updated May 26, 2020

Execution Plans, Memory Grants, Parameter Sniffing, SQL Server 2019

My last post talked about how parameter sniffing caused 3 problems for a query, and how SQL Server 2019 fixes one of them – kinda – with adaptive memory grants. However, the post finished up by talking about how much harder performance troubleshooting will be on 2019 because your query’s memory grant is based on…

Parameter Sniffing in SQL Server 2019: Adaptive Memory Grants

Last Updated May 26, 2020

Memory Grants, Parameter Sniffing, SQL Server 2019

This week, I’m demoing SQL Server 2019 features that I’m really excited about, and they all center around a theme we all know and love: parameter sniffing. If you haven’t seen me talk about parameter sniffing before, you’ll probably wanna start with this session from SQLDay in Poland. This week, I’m going to be using…

The Pleasure Of Presenting With Joe Obbish

Last Updated November 26, 2020

Execution Plans, GroupBy Conference, Indexing, Videos

Grouple On At the December 2018 GroupBy I had the honor of co-presenting with one of the smartest guys around, Joe Obbish. Here’s the video of our session, “The Problems With Optional Operators”, and a link to the resources. Enjoy! The Problems With Optional Operators by Erik Darling and Joe ObbishWatch this video on YouTube Resources:…

Why Do Some Indexes Create Faster Than Others?

Last Updated January 2, 2019

Execution Plans, Indexing

To warn you ahead of time, this post is an exploration without an answer (yet). There’s some interesting stuff in here, but no conclusions. If that’s not your kind of post, feel free to skip it. If it is, well, here goes nothin’… Wild, Wild Life Creating indexes is kind of a funny thing. By…

When Does SARGability Matter Most?

Last Updated August 9, 2019

Execution Plans, Indexing

!erehT iH I know what you’re thinking. Another post about how you should just never do this one thing and all your queries will magically end up faster. Just watch the video. When Does SARGability Matter Most? Watch this video on YouTube For more reading, check out these posts: Sargability: Why %string% Is Slow…

5 Ways to Change Execution Plans Without Tuning

Last Updated December 26, 2018

A couple years back, I realized there were at least Ten Ways to Set MAXDOP. These days, as I write and tune queries, I realize there are an awful lot of ways to change the Cardinality Estimator (CE) and Query Optimizer, too. Let’s take a quick survey of five intriguing options. 1. Change your SQL…

Query Store And Cruel Defaults

Last Updated December 19, 2018

Execution Plans, Query Store (QDS)

Gosh Darn Now, look, it’s no secret that I think Query Store is cool. Heck, I went and wrote sp_BlitzQueryStore so you can examine it similarly to how sp_BlitzCache looks at the plan cache. For a variety of reasons, though, we run into people who can’t or won’t turn it on, or who had to turn…

Never Judge A Query By Its Cost

Last Updated December 12, 2018