-
Notifications
You must be signed in to change notification settings - Fork 172
Improve_perl_array_search_efficiency_for_scalability
Table of Contents
{{: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.
- Mar 08, 2023: xCAT 2.16.5 released.
- Jun 20, 2022: xCAT 2.16.4 released.
- Nov 17, 2021: xCAT 2.16.3 released.
- May 25, 2021: xCAT 2.16.2 released.
- Nov 06, 2020: xCAT 2.16.1 released.
- Jun 17, 2020: xCAT 2.16 released.
- Mar 06, 2020: xCAT 2.15.1 released.
- Nov 11, 2019: xCAT 2.15 released.
- Mar 29, 2019: xCAT 2.14.6 released.
- Dec 07, 2018: xCAT 2.14.5 released.
- Oct 19, 2018: xCAT 2.14.4 released.
- Aug 24, 2018: xCAT 2.14.3 released.
- Jul 13, 2018: xCAT 2.14.2 released.
- Jun 01, 2018: xCAT 2.14.1 released.
- Apr 20, 2018: xCAT 2.14 released.
- Mar 14, 2018: xCAT 2.13.11 released.
- 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.
- May 19, 2017: xCAT 2.13.4 released.
- 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.
- Nov 11, 2016: xCAT 2.12.4 released.
- Sep 30, 2016: xCAT 2.12.3 released.
- Aug 19, 2016: xCAT 2.12.2 released.
- Jul 08, 2016: xCAT 2.12.1 released.
- May 20, 2016: xCAT 2.12 released.
- Apr 22, 2016: xCAT 2.11.1 released.
- Mar 11, 2016: xCAT 2.9.3 (AIX only) released.
- Dec 11, 2015: xCAT 2.11 released.
- Nov 11, 2015: xCAT 2.9.2 (AIX only) released.
- Jul 30, 2015: xCAT 2.10 released.
- Jul 30, 2015: xCAT migrates from sourceforge to github
- Jun 26, 2015: xCAT 2.7.9 released.
- Mar 20, 2015: xCAT 2.9.1 released.
- Dec 12, 2014: xCAT 2.9 released.
- Sep 5, 2014: xCAT 2.8.5 released.
- May 23, 2014: xCAT 2.8.4 released.
- 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.
- Sep 30, 2011: xCAT 2.6.8 released.
- Aug 26, 2011: xCAT 2.6.6 released.
- May 20, 2011: xCAT 2.6 released.
- 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.
- Apr 30, 2010: xCAT 2.4 is released.
- Oct 31, 2009: xCAT 2.3 released. xCAT's 10 year anniversary!
- Apr 16, 2009: xCAT 2.2 released.
- Oct 31, 2008: xCAT 2.1 released.
- Sep 12, 2008: Support for xCAT 2 can now be purchased!
- 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.