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Improve_perl_array_search_efficiency_for_scalability
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{{:Design Warning}}
There are a lot of "grep(/something/, @arrayname)" in xCAT code, actually this is not an efficient way to search the array, especially in the scaling environment, we have been seeing significant performance problems in DBObjectdefs.pm in scaling environment caused by the "grep(/something/, @arrayname)", we need to go through xCAT code to improve the "grep(/something/, @arrayname)" if necessary.
Here is a mail got from Jarrod about the solution:
I can suggest two things to try when faced with a circumstance where you do have a massive dataset to repeatedly grep through. You already did the most significant improvement by identifying and skipping when not needed, but for situations where you are in that position: -If it makes sense, you may want to have the list as a hash, i.e., a structure like: @arr = (2, 3, 4 );
Takes a lot more time to figure out if 3 is in there than:
%arr = (2=>1,3=>1,4=>1);
Note that the value in this use of a hash I always do as one, as I'm just taking advantage of whatever hashing algorithm perl things best for this sort of thing. That is doing the most generic thing when I don't need to care about ordering or preserving duplicates for the sake of comparison. I haven't looked at the code, you may even be able to iterate through the loop once and reorginize the flat list into a hash of lists with objtype as a key, meaning a single hash lookup gets you a list reference with all the items. There are a few ways to go about it that cause a relatively small penalty for small datasets, but scale exceptionally well for large datasets.
-If the above is not applicable or non-trivial to do, changing: grep /^$type$/,@list
to
grep { $_ eq $type },@list
Will be faster as eq is faster than a regex.
There are a few places in xcat that uses one of the above two best practices.
- Nov 13, 2024: xCAT 2.17 released.
- Mar 08, 2023: xCAT 2.16.5 released.
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- Nov 06, 2020: xCAT 2.16.1 released.
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- Mar 29, 2019: xCAT 2.14.6 released.
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- Aug 24, 2018: xCAT 2.14.3 released.
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- Jun 01, 2018: xCAT 2.14.1 released.
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- Jan 26, 2018: xCAT 2.13.10 released.
- Dec 18, 2017: xCAT 2.13.9 released.
- Nov 03, 2017: xCAT 2.13.8 released.
- Sep 22, 2017: xCAT 2.13.7 released.
- Aug 10, 2017: xCAT 2.13.6 released.
- Jun 30, 2017: xCAT 2.13.5 released.
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- Apr 14, 2017: xCAT 2.13.3 released.
- Feb 24, 2017: xCAT 2.13.2 released.
- Jan 13, 2017: xCAT 2.13.1 released.
- Dec 09, 2016: xCAT 2.13 released.
- Dec 06, 2016: xCAT 2.9.4 (AIX only) released.
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- Mar 11, 2016: xCAT 2.9.3 (AIX only) released.
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- Jan 24, 2014: xCAT 2.7.8 released.
- Nov 15, 2013: xCAT 2.8.3 released.
- Jun 26, 2013: xCAT 2.8.2 released.
- May 17, 2013: xCAT 2.7.7 released.
- May 10, 2013: xCAT 2.8.1 released.
- Feb 28, 2013: xCAT 2.8 released.
- Nov 30, 2012: xCAT 2.7.6 released.
- Oct 29, 2012: xCAT 2.7.5 released.
- Aug 27, 2012: xCAT 2.7.4 released.
- Jun 22, 2012: xCAT 2.7.3 released.
- May 25, 2012: xCAT 2.7.2 released.
- Apr 20, 2012: xCAT 2.7.1 released.
- Mar 19, 2012: xCAT 2.7 released.
- Mar 15, 2012: xCAT 2.6.11 released.
- Jan 23, 2012: xCAT 2.6.10 released.
- Nov 15, 2011: xCAT 2.6.9 released.
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- Feb 14, 2011: Watson plays on Jeopardy and is managed by xCAT!
- xCAT OS And Hw Support Matrix
- Oct 22, 2010: xCAT 2.5 released.
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- June 9, 2008: xCAT breaths life into (at the time) the fastest supercomputer on the planet
- May 30, 2008: xCAT 2.0 for Linux officially released!
- Oct 31, 2007: IBM open sources xCAT 2.0 to allow collaboration among all of the xCAT users.
- Oct 31, 1999: xCAT 1.0 is born!
xCAT started out as a project in IBM developed by Egan Ford. It was quickly adopted by customers and IBM manufacturing sites to rapidly deploy clusters.