Scheduling Statistics Maintenance in Azure SQL Data Warehouse

Azure
The power and capabilities of Azure SQL Data Warehouse are pretty amazing. However, it's still basically SQL Server under the covers. SQL Server still needs maintenance and one type of maintenance is keeping statistics up to date. Statistics maintenance is doubly important within Azure SQL Data Warehouse because statistics are not created automatically, nor are they maintained automatically. It's up to you to ensure your statistics are up to date. Statistics in Azure SQL Data Warehouse It's worth re-emphasizing the point that there is no automatic creation of statistics in Azure SQL Data Warehouse. This means you need to plan to add statistics to your tables. Microsoft recommends an easy method is to add them to every column. While that does make things easy, it's not like statistics are free. If you…
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Query Optimizer and Data Definition Language Queries

SQL Server, SQL Server 2016, T-SQL
Data Definition Language queries don't go through the optimizer, right? While normally, my short answer to this question in the past would have been, yes. However, with testing comes knowledge and I want to be sure about the statement. I'm working with a team of people to completely rewrite the SQL Server Execution Plans book. We'll probably be published in April or May. It's going to be amazing. The structure will be completely different and the book will represent five years of additional knowledge in how execution plans work and how to read and interpret them since the last book was written. However, enough on that. Let's answer the question about Data Definition Language. First of all, we need to quickly define our terms. Data Definition Language (DDL) represents the syntax for queries that build…
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Database Configuration

Azure, SQL Server 2016
It's amazing just how much the landscape changed with the release of SQL Server 2016 SP1. For example, I just found out that you can disable parameter sniffing at the database level using the database configuration. Not only does this work for SQL Server 2016 SP1, but it's enabled for Azure SQL Database. How Database Configuration Works The syntax is very simple and documented here. So, if I want to disable parameter sniffing for a single database, I can do this: ALTER DATABASE SCOPED CONFIGURATION SET PARAMETER_SNIFFING = OFF; That's it. Done. It works from within the database and doesn't require rebooting or anything else. Changing this setting does flush the cache of all the execution plans for that database. No other actions are necessary. You can control parameter sniffing at the…
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PASS Board: Year-End Wrap-Up

PASS
This month concludes my second full year on the PASS Board of Directors and my first full year on the Executive Committee. This year has been exciting, challenging, educational, and, I truly believe, useful to the organization. We've accomplished a lot. We will do more. Year In Review I have two primary responsibilities as the Executive Vice President – Finance and Governance. Firstly, I am responsible for PASS’ budget.  Secondly, I am responsible to oversee the governance of PASS. Here's how the year went on these two topics. Finance At the beginning of the year, our primary focus is to ensure that the various directors in charge of different portfolios are getting ready for the annual budget. Our fiscal year runs from July to June. A significant amount of work is spent…
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OPTIMIZE FOR Hints When Parameter Sniffing is Turned Off

Azure, SQL Server, SQL Server 2016, T-SQL
While presenting recently and talking about dealing with bad Parameter Sniffing, I got the question; what happens to OPTIMIZE FOR hints when parameter sniffing is disabled? This is my favorite kind of question because the answer is simple: I don't know. Parameter Sniffing For those who don't know, parameter sniffing is when SQL Server uses the precise values passed into a query as a parameter (this means stored procedures or prepared statements) to generate an execution plan from the statistics using the value from the parameter. Most of the time, parameter sniffing is either helping you, or is not hurting you. Sometimes, parameter sniffing turns bad and hurts you quite severely. Usually, but not always, this is because you either have severely skewed data (some data is very different than the rest, lots…
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Presentations for SQL Server Beginners

Azure, PASS, PowerShell, Professional Development, SQL Server, SQL Server 2016
[caption id="attachment_2548" align="alignleft" width="300"] Tired from all those blog posts[/caption] For my final blog post in the #gettingstarted, #iwanttohelp series, I decided to curate a set of presentations from the PASS Virtual Chapters. This content is available online. It's free. Most importantly for the person just getting started as a SQL Server data pro, it's good. I'm going to marry each of the presentations with my eleven blog posts in this series. The Importance of a Full Backup in SQL Server For this one I'm going to recommend Tim Radney's session Understanding SQL Server Backup and Restore. I know Tim personally and guarantee this is a good session. Why Is The Server Slow Jes Borland is a very close personal friend and an absolutely outstanding presenter (and person). She has…
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Database Clone

SQL Server 2016, T-SQL
There are a bunch of ways you could create a database clone. Backup and restore is one method. Export/Import is another. There are even third party tools that will help with that. However, each of these has a problem. It's moving all the data, not just once, but twice. You move the data when you export it and you move it again when import it (same thing with backup and restore). That makes these methods slow for larger databases. How can you create a database clone without moving the data multiple times? Don't Move the Data At All New with SQL Server 2016, expanded in SP1, and added to SQL Server 2014 SP2 is a new command, DBCC CLONEDATABASE. This is like a dream come true. The use is extremely…
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PowerShell to Test a Query

DevOps, PowerShell, SQL Server, SQL Server 2016, T-SQL
So you want to do some tuning, but you're not sure how to test a query on it's performance. Not a problem. Here's a very rough script that I use to do some recent testing. This script to test a query is post #11 of the #enterylevel #iwanttohelp effort started by Tim Ford (b|t). Read about it here. The Script The goal here is to load a bunch of parameter values from one table and then use those values to run a query to test it. To do this I connect up to my SQL Server instance, naturally. Then I retrieve the values I'm interested in. I set up the query I want to test. Finally a loop through the data set, calling the query once for each value. [reflection.assembly]::LoadWithPartialName("Microsoft.SqlServer.Smo") | out-null #…
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SQL Server on Linux: Boring

SQL Server 2016
As a concept, SQL Server on Linux is thrilling. Due to this, the OS doesn't stand in the way of taking advantage of everything that SQL Server offers. Because we have Linux, we have opportunity for all sorts of new fun. I first saw SQL Server running on Linux about six months ago. The install was shockingly easy. I saw a few command line commands run and it all looked good. I didn't have the opportunity to set up my own full blown install then, but I do now. My Installation Today I did all the work necessary to get this thing running. I got a copy of Ubuntu Desktop and put it on VMWare Workstation in a virtual machine. That was a painless process. SIDE NOTE: It was a painless process…
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Query Data Store Data

SQL Server 2016, T-SQL
The data in the Query Data Store is what makes all the magic happen. From collecting the aggregate performance metrics of a query to the various plans in use by that query to being able to force a plan, it's all controlled by the data within the Query Data Store system tables. The Question When I was presenting on this topic at the PASS Summit a few weeks ago, one great question came up (great question = answer is "I don't know"), well, I defaulted to an "I don't know" answer, but my guess was, "No." The question was: can you take a plan from one server, let's say a test server, export it in some way, and then import it to production? In this manner, you ensure that a…
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