10Feb 2020 by Grant Fritchey 7 Comments

Extended Events: Histogram Output

SQL Server, You Can't Do That In Profiler
The single most important thing to remember about Extended Events is that this functionality is not simply a replacement for Profiler/Trace, but a whole new tool with new functionality. My first example for functionality that you simply cannot get in Profiler/Trace is the ability to output to a Histogram. Profiler/Trace can output to a table or to a file. Extended Events can have a target that is a file, same as Profiler. However, you can also have a target: etw_classic_sync_targetevent_counterhistogrampair_matchingring_buffer Read about each of the types in the Microsoft documentation here. I'm going to focus for the moment on the histogram target because it lets you do some fun stuff and easily collect data that you simply can't collect using Profiler/Trace without hopping through a bunch of flaming hoops. Setting…
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03Feb 2020 by Grant Fritchey 14 Comments

Profiler: Time To Go

SQL Server
I've decided that, in fact, it is time to start moving people off the ancient technology, Profiler. Before, I always said, stay where you're comfortable. However, keeping people comfortable means that they're also going to keep promoting Profiler/Trace to new people on new platforms. That is a real problem. To fix the problem of old school, slow, inferior, methods of data collection, troubleshooting, and consuming metrics, we need to educate people. Extended Events are not simply a replacement for Trace. They're not simply another way to gather query metrics. No, in fact, this is a whole new tool, with new functionality and a very high level of support and engagement from Microsoft. Extended Events are where all new functionality since 2012 provides mechanisms for monitoring behavior. As technologists we should…
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27Jan 2020 by Grant Fritchey 9 Comments

Extended Events Misperceptions: Profiler is Easier, Part 2

SQL Server, Tools
I wrote a short blog post about the misperception that Profiler was easier than Extended Events when it came to the core concept of "click, connect, BOOM, too much data". Go read it if you like, but I don't think it's actually an effective argument for how much easier Extended Events is than Profiler. Here, we're going to drill down on that concept in a real way. Let's start with a little clarification. I'm going to be a little lazy with my language. Trace is a scripted capture of events on a server. Profiler is a GUI for consuming a Trace, either live or from a file, and for creating Trace events. However, almost everyone refers to 'Profiler' when they mean either Trace or Profiler. I may do the same…
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21Jan 2020 by Grant Fritchey No Comments

Microsoft Tools That Help Query Tuning

SQL Server, T-SQL, Tools
Query tuning is not easy. In fact, for a lot of people, you shouldn't even try. It's much easier to buy more, bigger, better hardware. Yeah, the query is still slow on newer, faster hardware, but not as a slow as it was. However, sooner or later, you're going to have to start to spend time fixing queries. In fact, you can find that fixing queries actually is more cost effective than buying more hardware. The problem is, query tuning is not easy. So, what do you do? Microsoft Can Help There are a number of tools available to you, right now, provided by Microsoft that can help you better and more easily tune your queries. This ranges from extended events to query store, and absolutely includes execution plans and…
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20Jan 2020 by Grant Fritchey 10 Comments

Extended Events Misperceptions: Profiler is Easier

SQL Server
I know, I know, I'm on #teamexevents so I think that Extended Events can do no wrong, but let's address this thought that Profiler is easier. Now, if we're strictly talking knowledge, sure, if you've got a lot of experience with Profiler/Trace and very little with Extended Events, of course Profiler is easer. However, what I'm told is that Profiler doesn't require very much set up, while Extended Events does. That's just wrong, but let's put it to the test. The Test For the comparison, we're not going to do anything special with either tool. I'm just going to start collecting query data with the fewest possible clicks and/or key strokes. I'm going to use both tools short cuts to make this as fast as possible. The goal is, click,…
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13Jan 2020 by Grant Fritchey 4 Comments

Causality Tracking in Extended Events

SQL Server
If you go through all the stuff I've written about Extended Events, you'll find that I use causality tracking quite a bit. However, I've never just talked about what causality tracking is and why I use it so frequently. Let's fix that issue now. Causality Tracking Causality tracking is quite simple to understand. It's property that you set for a given session. A session, of course, is defined by one or more events and a target. You can define things about a session, like it's name, when you define the session itself. Turning on, or enabling, causality tracking is just a matter of defining that the session will have causality tracking. It looks like this in the GUI: It looks like this in the T-SQL code: CREATE EVENT SESSION QueryBehavior…
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06Jan 2020 by Grant Fritchey 8 Comments

Execution Plans: First Operator

SQL Server, T-SQL
The first time you see a new execution plan that you're examining to fix a performance problem, something broken, whatever, you should always start by looking at the first operator. First Operator The first operator is easily discerned (with an exception). It's the very first thing you see in a graphical execution plan, at the top, on the left. It says SELECT in this case: This is regardless of how you capture the execution plan (with an exception). Whether you're looking at an execution plan from the plan cache, Query Store, or through SSMS, the execution plan, regardless of complexity, has this first operator. In this case, it says UPDATE: If you get an execution plan plus runtime metrics (previously referred to as an "actual" execution plan), you'll still see…
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16Dec 2019 by Grant Fritchey 53 Comments

Why Don’t People Use Columnstore Indexes?

Professional Development, SQL Server
I saw this question on SQL Server Central the other day and had an immediate, visceral reaction. I know why. Now, before I explain my answer, please, let me reassure you. I get it. You're busy. What I'm about to suggest is not meant as a direct critique of you. It's just an observation of the human condition. Heck, maybe I'm wrong. So, before you write the angry screed about how busy you are and why you can't possibly do what I'm about to suggest, believe me, I already understand. I'm still going to suggest something that's going to make some of you angry. Common Knowledge If you'll permit me, I want to talk about Extended Events before we talk about Columnstore. SIDE NOTE: Standing invitation, any time I'm at…
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09Dec 2019 by Grant Fritchey 24 Comments

Distributing Jupyter Notebooks

Professional Development, SQL Server
If you're working with the Microsoft Data Platform, you should be, at the least, exploring Azure Data Studio as a new tool in your toolbox. One of the big reasons for this is the inclusion of Jupyter Notebooks. For those who don't know, Jupyter Notebooks are an open source documentation tool that lets you combine text and pictures with live code. From this we can talk about runbooks that you can share with people, lessons in combination with videos, presentations, interactive software documentation and lots more. I'm myopically focused at the moment on Azure Data Studio, but there are a lot of other places and ways to create or consume notebooks. However, I'm going to keep my focus. The issue I'm running into, is distributing the notebooks. Where to go…
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02Dec 2019 by Grant Fritchey 5 Comments

Tracking CPU Use Over Time

SQL Server
A question that I've seen come up frequently just recently is, how to track CPU use over time. Further, like a disk filling up, people want to know how to predict their CPU usage, so that they can easily decide "now is when I upgrade the hardware". Well, the bad news is, that ain't easy. CPU Use Over Time There are a bunch of ways to look at processor usage. The simplest, and probably most common, is to use the Performance Monitor counters such as '% Processor Time'. Query this, you can get an average of the processor usage at a moment in time. Ta-da! Fixed it. I thought you said this was hard Grant. Well, hang on. Are you running on a single processor machine? If so, cool, maybe…
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