Grant Fritchey

03Dec 2018 by Grant Fritchey 9 Comments

Database Fundamentals #20: Using the JOIN Operator, Inner Join

It is entirely possible to try to JOIN two tables on almost any field, as long as the two data types can, in some way, be made to reconcile to each other, you can try to join the tables. But, most database designs assume a much more directly relationship and provide a column or columns in one table that match the identifying column or columns in the other table. INNER JOIN The INNER JOIN will return the parts of both data sets that match. Frequently, what you'll see when joining two tables is the same column name in each table. With that, you have to be sure to identify the owner of each column. I've introduced what is called an alias to make it so I don't have to type…

26Nov 2018 by Grant Fritchey 5 Comments

Forcing a Plan That Has a Plan Guide

SQL Server 2016, SQL Server 2017, T-SQL

The question that came up during a recent class I was teaching was: What if you have a plan guide to get the plan you want, but then decide, instead of using the plan guide, you'll just force the plan? Ummmmâ€¦. No idea. Let's test it. First, Create a Plan Guide I have a couple of queries I use to teach about how statistics affects plan choice, so we'll use that here. I'm going to also define and create a plan guide that makes this plan use a small row count for all queries against it: CREATE OR ALTER PROC dbo.AddressByCity @City NVARCHAR(30) AS SELECT a.AddressID, a.AddressLine1, a.AddressLine2, a.City, sp.Name AS StateProvinceName, a.PostalCode FROM Person.Address AS a JOIN Person.StateProvince AS sp ON a.StateProvinceID = sp.StateProvinceID WHERE a.City = @City; GO…

19Nov 2018 by Grant Fritchey 1 Comment

Query Store and Plan Cache Plans Compared

SQL Server 2016, SQL Server 2017

Query Store plans and the plans in cache are identical, right? There won't be differences because the plan that is in cache is the plan that was used to execute the query. Similarly, the plan that is in the Query Store is the plan that was used to execute the query as well. Therefore, they will be the same. However, some small differences actually can show up. Differences Between Plans In order to compare the two plans, first, we need a query. Here's a stored procedure that I'm going to use to generate a plan that will be in cache and in the query store: CREATE PROC dbo.ProductTransactionHistoryByReference ( @ReferenceOrderID int ) AS BEGIN SELECT p.Name, p.ProductNumber, th.ReferenceOrderID FROM Production.Product AS p JOIN Production.TransactionHistory AS th ON th.ProductID = p.ProductID…

12Nov 2018 by Grant Fritchey 16 Comments

Bad Query Performance Tips Rebutted

T-SQL

Once upon a time, someone, somewhere, wrote a list of bad query performance tips and they've been copied all over the internet, over and over. Even worse, sometimes the tips are copied or edited incorrectly, making a bad suggestion even worse. Can we please, stop copying this list? I've tried to poke holes in this list before, one point at a time. This time, I'm just taking it all on. Follow This Advice I'm going to list all the bad query performance tips and I'll explain where they're good and where they're bad. However, the single most important thing I can tell you is, test your own system. Some of these tips have some merit, situationally. You'll need to see if you're in the situation. So please, don't just trust…

05Nov 2018 by Grant Fritchey No Comments

What Is Happening, Right Now, At the PASS Summit?

PASS, Redgate Software

Honestly, that's a very hard question to answer. I mean, first of all, you can look at the schedule. There will be all day pre-conference seminars going on today (when this is published) and tomorrow. The rest of the week has all the breakout sessions. During the event this week, if you're not there, you can take part in some of the event by visiting the PASSTV web site. Other than that, you can follow me on Twitter (@gfritchey). It really is one of those "you need to be there" kind of events. If you're not there this year, start planning for next year. However, Redgate is here to help. What We Learned at PASS Summit Redgate is going to hold a webinar on Tuesday, November 20th. The title of…

29Oct 2018 by Grant Fritchey 14 Comments

Explicitly Drop Temporary Tables Or Wait For Cleanup?

SQL Server, SQL Server 2016, SQL Server 2017, T-SQL

I was recently asked if we are going to see performance differences if we explicitly drop temporary tables. I couldn't remember the specifics, but I said it actually didn't matter. However, that answer has bugged me, so I set up a quick test. Explicitly Drop Temporary Tables We could make this a crazy set of tests, but I wanted to keep things relatively simple. I created two procedures that create identical temporary tables. One drops the tables, the other doesn't: CREATE PROC dbo.BOMDrop AS CREATE TABLE #BOMData (BOMLevel SMALLINT, PerAssemblyQty DECIMAL(8, 2), ComponentName VARCHAR(50), ProductAssemblyName VARCHAR(50), UnitMeasure VARCHAR(50)); INSERT #BOMData (BOMLevel, PerAssemblyQty, ComponentName, ProductAssemblyName, UnitMeasure) SELECT bom.BOMLevel, bom.PerAssemblyQty, c.Name, pa.Name, um.Name FROM Production.BillOfMaterials AS bom JOIN Production.Product AS pa ON pa.ProductID = bom.ProductAssemblyID JOIN Production.Product AS c ON c.ProductID =…

22Oct 2018 by Grant Fritchey 6 Comments

Why Did a Plan Get Removed From Cache?

SQL Server, SQL Server 2016, SQL Server 2017, T-SQL

I was recently asked if we could tell why a plan was removed from cache. If you read this blog, you know what I'm going to say next. I checked the extended events and there are actually two different events that will tell us information about a plan removed from cache; sp_cache_remove and query_cache_removal_statistics. Let's talk about how these work. Removed From Cache Just so we can see ALL the activity, I'm creating an Extended Events session that captures a little more than just the two events: CREATE EVENT SESSION PlanCacheRemoval ON SERVER ADD EVENT sqlserver.query_cache_removal_statistics (WHERE (sqlserver.database_name = N'AdventureWorks2017')), ADD EVENT sqlserver.rpc_completed (WHERE (sqlserver.database_name = N'AdventureWorks2017')), ADD EVENT sqlserver.rpc_starting (WHERE (sqlserver.database_name = N'AdventureWorks2017')), ADD EVENT sqlserver.sp_cache_hit (WHERE (sqlserver.database_name = N'AdventureWorks2017')), ADD EVENT sqlserver.sp_cache_insert (WHERE (sqlserver.database_name = N'AdventureWorks2017')), ADD EVENT…

15Oct 2018 by Grant Fritchey 9 Comments

Using Extended Events to Capture Implicit Conversions

SQL Server, SQL Server 2016, SQL Server 2017, T-SQL

Using the appropriate data type to avoid conversions or implicit conversions is a fundamental approach to good T-SQL coding practices. Implicit conversions can lead to poor performance. However, other than looking at every execution plan in your system, is there a way to see if you are experiencing implicit conversions? Actually, yeah, it's right there in Extended Events. plan_affecting_convert Built right into the Extended Events is an event that captures conversions that would affect execution plans, plan_affecting_convert. This event will show both CONVERT and CONVERT_IMPLICIT warnings that you would normally only see within an execution plan. You can capture this event with others. Capturing events together along with causality tracking makes it very easy to track queries that have the issue. Here's one example of how you might capture implicit…

08Oct 2018 by Grant Fritchey 3 Comments

Database Fundamentals #19: JOINS

Database Fundamentals

The last Database Fundamentals post introduced the SELECT and FROM commands. We're going to start using JOIN operations shortly, but first, let's explore the idea behind joins. The very concept of relational storage that is the foundation of SQL Server requires you to related one table to another.Â You do this through a operation called JOIN. There three basic types of JOINS, INNER, OUTER, and CROSS. Think of them like this. Itâ€™s all about relationships. The relationships are only ever between two sets of data. Yes, you can combine lots of tables together through a query, but each JOIN relationship will be between two sets of data. Types of Joins If you take two sets of data and represent them as two circles, they might look like this. An INNER…

01Oct 2018 by Grant Fritchey 3 Comments

Adaptive Joins and Join Hints

SQL Server 2017

At a recent all-day seminar on query performance tuning I was asked a question that I didn't know the answer to: "How do join hints affect adaptive joins?" I don't know. Let's find out together. Adaptive Joins Here's a query that we can run against AdventureWorks: SELECT p.Name, COUNT(th.ProductID) AS CountProductID, SUM(th.Quantity) AS SumQuantity, AVG(th.ActualCost) AS AvgActualCost FROM Production.TransactionHistory AS th JOIN Production.Product AS p ON p.ProductID = th.ProductID GROUP BY th.ProductID, p.Name; Without a columnstore index in SQL Server 2017, the execution plan looks like this: Let's introduce a columnstore index: CREATE NONCLUSTERED COLUMNSTORE INDEX ix_csTest ON Production.TransactionHistory ( ProductID, Quantity, ActualCost ); Now, if we run the same query, the execution plan changes to use an adaptive join like this: You can read more on adaptive joins here…