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Changes between Version 32 and Version 33 of External_Supercomputing_Notes


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Timestamp:
Mar 19, 2014, 5:14:22 PM (12 years ago)
Author:
watersc1
Comment:

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  • External_Supercomputing_Notes

    v32 v33  
     1== 2014-03-19 ==
     2
     3The newest concern is related to the speed of individual commands in the job bundle.  Things that should not be a significant portion of the time request are running slower than expected, causing the job to fail due to taking too long.  From the various time stamps and change stats:
     4
     5|| try 1 || first directory timestamp || 2014-03-18 20:02:39 ||
     6||       || directory 119 timestamp   || 2014-03-18 20:14:18 ||
     7||       || last directory (620)      || 2014-03-18 20:40:50 ||
     8|| try 2 || submit time               || 2014-03-18 18:45:07 ||
     9||       || complete time             || 2014-03-18 20:59:53 ||
     10||       || beginning date command    || 2014-03-18 19:59:30 ||
     11||       || first ppImage             || 2014-03-19 02:00:51 ||
     12||       || last ppImage              || 2014-03-19 02:39:06 ||
     13||       || first dbinfo              || 2014-03-18 20:48:00 ||
     14||       || last (119) dbinfo         || 2014-03-18 20:59:00 ||
     15
     16Based on these times (and shifting the ppImage times to a matching timezone), the time we would need to request for the job to complete successfully from scratch is far larger than expected:
     17
     18|| step     || time  || notes ||
     19|| mkdir    || 26:32 || This took effectively zero time in the second try, as the directories already existed. ||
     20|| ppImage  || 38:15 || This is about 64% of the requested time, smaller than the 80% target value. ||
     21|| dbinfo   || 57:19 || This is a projection from the 119 that completed. ||
     22|| total    ||122:06 ||  ||
     23
     24My suspicion is that writing to disk in a parallel fashion is far slower than expected, and that the jobs can pile up in a disk-wait state, making the parallel mkdir and echos overwhelming.  As the writes for the ppImage stage are more randomized and less intense, this disk-wait isn't a problem.
     25
     26== 2014-03-17 ==
     27
     28Due to the fact that ppImage doesn't make directories for output files, and a realization that the stats to database information step needs to be parallelized as well, I've reworked the command creation to operate in a pre/command/post split.  For the chip stage, the pre commands are simply {{{mkdir -p}}} calls to ensure that all output directories exist.  The command phase for chip is the detrend-calculated ppImage commands from before, and the post phase constructs dbinfo files.  These files are created by an {{{echo -n}}} (to obtain information that is known when the command list is calculated, but is hard or unknowable on the remote cluster (database id values, etc), followed by a {{{ppStatsFromMetadata}}} that converts the stats file into the remaining database flags (execution time, object counts, background levels, etc).
     29
    130== 2014-02-24 ==
    231