Rebuilding Indexes very often is good?

  • mig28mx - Thursday, March 22, 2018 10:59 AM

    Hello all,
    This was very interesting ideas exchange about how often, defrag or not defrag indexes... having in mind that this was generated by a performance issue, I am sharing with you my toughs:
    1.- In a perfect world, if there is no performance problems, then you do not need to defrag anything.
    2.- In the real world, performance troubles arises when ever, you expected or not.

    Under the assumption that the query is ok and the trouble happens after the massive data insert, my best approach is there is typical cardinality problem. This presents when a query that works normal, starts to run slow from nowhere (at least that is that the users says).

    If you see the execution plan, and notice that there is a big difference between estimated row count and actual row count then you have find out the confirmation of the cardinality problem.

    You can solve this issue by many ways:
    1.- Reestart the instance. This will force to rebuild every execution plan.
    2.- Clear the stats on the server.- This also force the rebuild of every execution plan.
    3.- Update statistics for that specific table.- Since option 1 and 2 are the last resources, you can choose this.
    4.- Index defrag.- Of course, this is one of the main factors that you must have in mind. I have put this at the end due to if the problem is solved with the option 3 you don´t need to go here.

    As somebody have told before, every environment it is different. My recomendation is that you DBA team, have to dig more in order to determine what is the root cause of this performance issue.

    To be practical: If your issue have been solved with the nightly index defrag process, and this is no causing you any other problem, my guess is that you problem has been solved!

    Hope this helps.

    I'll have to say that you're mostly incorrect.  As Brent Ozar says, "Defragging an index is a really expensive way to update statistics".  Look at what you said...

    Under the assumption that the query is ok and the trouble happens after the massive data insert, my best approach is there is typical cardinality problem. This presents when a query that works normal, starts to run slow from nowhere (at least that is that the users says).

    If you see the execution plan, and notice that there is a big difference between estimated row count and actual row count then you have find out the confirmation of the cardinality problem.

    Both of those are classic symptoms of out of date statistics... NOT fragmented indexes.  As you say, if you do #3 first, you probably won't need to do #4.  My observations have been that if you do #3 first, you usually won't have to ever do #4 unless you've suffered index inversion, which normally takes a database shrink to accomplish,

    Restarting the instance to clear cache is insane so I hope it's not listed as #1 as the first think that you'd do.  So is dropping all statistics, especially since 1) you can't drop index statistics directly and 2) if you have really big tables, you're users will form a lynch mob and come looking for you.

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • Jeff Moden - Thursday, March 22, 2018 8:04 AM

    paul s-306273 - Thursday, March 22, 2018 3:38 AM

    I read this response from Tom Kyte in 2002 on the rebuilding of indexes from 

    'Ask them for the technical reasons WHY they rebuild. 

    When they say "performance of course" -- ask them for the performance metrics they took BEFORE the rebuild and AFTER the rebuild. They won't have any (no one ever does, no one seems to think about doing that). They will say "it just goes faster trust me". 

    When they say "to reclaim space of course" -- ask them "but how long does it take before the index is just a big as it was before the rebuild". You see they have not reclaimed any space -- the index will just grow again, eventually hitting a steady state size that it likes to be. 

    If you need to rebuild your indexes, you need 2x the space -- you'll have the old and the new index for a period of time. If you do it online, you'll need additional space to hold the changes that are made during the rebuild as well. '

    Though things may have moved on since then and SQL Server  <> Oracle, I guess in general terms that applies to SQL Server. DBAs rebuild indexes because 'that's what they do'.

    Oh, man.... I'm glad I'm not the only one that came to that conclusion based on Brent's suggestion years ago.  Here's a teaser of what I'm working on...

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

    The chart contains the first 5 weeks of what a single index goes through (for 4 different Fill Factors) if it's not based on an "ever increasing" and "immutable" key.  Every upswing is a change in page count due to "bad page splits".  Every sharp decrease is when the "Best Practice" (do nothing until 10% fragmentation, Reorg between 10 and 30%, Rebuild at 30% or more) kicks in. The Black line is the "Baseline" for an "ever increasing" and "immutable" key, which is 100% only "good page splits".  The supposed "Best Practice" method holds back on page splits until the last day or two prior to the over 10% mark and then they all happen at once.  This was the cause of huge blocking episodes every Monday (index maintenance occurred every Sunday night) on my main production box.

    Guess what happens if you simply stop rebuilding the index?

    data:image/png;base64,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

    The Brown Line with the Yellow "glow" is the "No Defrag" line.

    I've not finished my performance testing nor have I finished on the exception of rows first being inserted and then expanding the next day or so due to updates but I can tell you that defragging a fragged index that has a 100% Fill Factor is just plain stupid because it causes THOUSANDS of "bad page splits" per day (all of which are blocking episodes and take a heavy toll on the log file) and, remember, this is just for ONE index!!!

    The charts for all of this stuff led me to a method to virtually eliminate all pages splits if you actually are addicted to index maintenance.  I'm saving that for the presentation I'm giving in May and the article that will follow that.

    And I am excited to attend that presentation in the next 54 minutes 🙂

    --Pra:-):-)--------------------------------------------------------------------------------

  • It was great meeting you tonight, Pra.  Thank you for the great questions and thank you for introducing yourself.  It was a pleasure.

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • No rush but I am looking forward for you to release an article or post on the presentation you did yesterday. Very very good, Jeff!

    --Pra:-):-)--------------------------------------------------------------------------------

  • WonderPra - Friday, May 11, 2018 12:44 PM

    No rush but I am looking forward for you to release an article or post on the presentation you did yesterday. Very very good, Jeff!

    Thank you, Pra.  I'm humbled.  The presentation and the code I used to do all the testing will be available on the PASS website tomorrow.

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • Hi Jeff,

    When and where will the presentation be, I'm very interested also, but a newbie to any kind of DBA related topics. I'm based in the UK!

  • simon.evans 66088 - Thursday, May 24, 2018 6:00 AM

    Hi Jeff,

    When and where will the presentation be, I'm very interested also, but a newbie to any kind of DBA related topics. I'm based in the UK!

    The presentation was back on May 10th in Linvonia, MI.  I've also submitted the presentation to 4 different SQL Saturdays in the US (won't know about those for a while).  Of course, none of that helps folks in the UK.  When I get the time, I do intend to convert it into a short series of articles here on SSC.

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • By default, I typically have a daily job that will REORGANIZE (partitions) having fragmentation > 15%, and a weekend job that will REBUILD (partitions) having fragmentation > 30%, but that depends on the table/index design, the demands of the data load process, and the usage patterns of the data readers. These jobs are scheduled using Ola Hallengren's framework.

    "Do not seek to follow in the footsteps of the wise. Instead, seek what they sought." - Matsuo Basho

  • Eric M Russell - Friday, May 25, 2018 12:19 PM

    By default, I typically have a daily job that will REORGANIZE (partitions) having fragmentation > 15%, and a weekend job that will REBUILD (partitions) having fragmentation > 30%, but that depends on the table/index design, the demands of the data load process, and the usage patterns of the data readers. These jobs are scheduled using Ola Hallengren's framework.

    That's part of the presentation I've put together and have already given once.  Like almost everyone else, I used to use the standard "Best Practices" of 10% and 30%.  It's hard to believe but it turns out that those settings not only perpetuate bad page splits (which are the sole cause of fragmentation) but they also guarantee that bad page splits will happen every day (2 bad page splits every 3 minutes at 80% Fill Factor for a 123 byte wide index).  To add insult to injury, the standard "Best Practices" methods actually cause the bad page splits to occur at a steeper rate than not doing any index maintenance at all (Brent Ozar's suggestion and I prove it in the presentation, and it was great but isn't a panacea and doesn't actually prevent page splits... it just keeps them from "bunching up" and produces a more gentle rate of splitting).

    And, no... I'm not calling anyone names for saying what they do and it turns out to the roughly the same as what Books Online recommends (which is what I refer to as the standard "Best Practices").  Most people just don't know the trouble they cause because most people haven't done the kind of testing I do (and the code is included as a zip file attached to the presentation).

    The method I now use virtually eliminates all page splits for 4.5 weeks at an 80% Fill Factor and 8 weeks for a 70% Fill Factor before the index needs to be rebuilt and actually has fewer pages splits (and better performance) than an "append only" index of the same width even though all of those page splits are referred to as "good" page splits.  For more narrow indexes, the times between defrags are even longer with 0 page splits for most of the time... and that's using a random GUID for the leading column for the testing! 😀

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • p.s.  Almost forgot... One of the attendees of the presentation called me to say the new methods I've developed will be a real "game changer in the industry" and he's setting up for me to give the presentation at his company.

    The bummer is that I didn't complete my testing until the day after the PASS Summit stopped taking session submittals.

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • I'm also looking forward to reading the article, but from the graph, it looks like simply using a 70% fill factor almost eliminates index problems. Am I interpreting that correctly?

  • pdanes - Tuesday, May 29, 2018 2:49 AM

    I'm also looking forward to reading the article, but from the graph, it looks like simply using a 70% fill factor almost eliminates index problems. Am I interpreting that correctly?

    Yes and no.  From the graph I provided, the 70% Fill Factor looks pretty good compared to the other Fill Factors.  However, the graph only contains the BASELINE (ever increasing with no splits), NO DEFRAG (which settles out on a nice smooth 68% Fill Factor), and 70, 80, 90, and 100% Fill Factors using the current "Best Practice" of ...

    Page Count < 1,000 Pages.
        No Index Maintenance

    Page Count >= 1,000 Pages
        Check avg_fragmentation_in_percent
             < 10% : No Index Maintenance
             >= 10% and < 30% : Reorganize
             >= 30% : Rebuild

    The trouble with that "Best Practice" is that it causes...
    1. Concentrated periods of Page Splits
    2. Perpetual Page Splits
    3. Perpetual Fragmentation
    4. Perpetual post maintenance performance problems.
    5. And, in a highly ironic "Catch 22", the perpetual need for Index Maintenance. It's a bit like drug addiction... the more you do, the more you need to do.

    I don't want to give up too much of the punch line, which would seriously spoil the article, but remember that any increase in page count above the baseline is due to virtually ALL bad page splits.  Then look at the results from the new method I've developed.  Not only does it virtually eliminate page splits for weeks at a time (which is what I thought the "Best Practices" method was supposed to do), it also greatly reduces the need for doing Index Maintenance, as well.  The following chart is what happens to a random GUID Clustered Index (same as the other chart) using the new defragmentation method. (Note... this chart has a scale change from the previous chart.  It's for a year rather than just 5 weeks).

    In this case, the nearly vertical increases in page count are NOT due to page splits.  They're due to proper Index Maintenance.  The read and write performance is actually better than the BASELINE of having only an ever increasing Clustered Key because even the all "good" page splits in the ever increasing BASELINE are "bad"!

    --Jeff Moden


    RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
    First step towards the paradigm shift of writing Set Based code:
    ________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

    Change is inevitable... Change for the better is not.


    Helpful Links:
    How to post code problems
    How to Post Performance Problems
    Create a Tally Function (fnTally)

  • Hm, now I'm really curious. Thanks for the explanation, although I'm still a litttle fuzzy on the details. However, my system is running well enough, so I can afford to wait for your article on the subject. Hope you let us all know when it's done.

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