Hi Burlen!
Can you switch things to a single file? I'm not up on NetCDF details,
but I would expect that case to be very slow---*especially* with
Lustre---using even advanced POSIX API programming.
-tom
On 06/02/2016 12:12 PM, Burlen Loring wrote:
> I am working on a climate analysis app. it must scan the dataset,
> comprised of many netcdf files to determine the available time steps.
> I'm finding that during reading the time axis from the file the
> performance is really bad. In one example the dataset is 10k files, each
> file has 8 time values, each value is 8 bytes, so 64 bytes are read per
> file. the time taken to read these arrays is between 0.3 and 2.2 seconds
> which puts the measured performance between 213 bytes per second and 29
> bytes per second! I've had dial modems faster than that!
>
> reading other much larger arrays is much much faster, eg reading lon
> array with 1152 values only takes 7.7e-5 sec. I don't get it.
>
> I'd like some advise on this. On my workstation the read times of time
> values on the same dataset ranges between 1.9e-5 and 4.7e-5 sec. Thus
> something seems very wrong with the performance on the cray. btw this is
> on the lustre scratch2 file system and files are 433 MB each and striped
> across 24 ost's with a stripe size of 1MB.
>
> Burlen
>
> here is the raw data gathered from edison
>
> $/usr/common/graphics/teca/builds/TECA/bin/bin/teca_metadata_probe
> --input_regex
> /scratch2/scratchdirs/prabhat/TCHero/data/cam5_1_amip_run2'\.cam2\.h2.2005-09-[0-9][0-9]-10800.nc$'
> scan_files = 1.1513
> open_file = 0.0967366
> x_axis_metadata = 7.4109e-05
> y_axis_metadata = 7.732e-06
> z_axis_metadata = 3.84e-07
> t_axis_metadata = 5.418e-06
> variables = 0.000824452
> read_x_axis = 5.9976e-05
> read_y_axis = 1.0444e-05
> read_z_axis = 4.294e-06
> read_t_axis = 0.368079
> open_file = 0.122236
> t_axis_metadata = 4.906e-05
> read_t_axis = 0.431482
> open_file = 0.0953903
> t_axis_metadata = 3.4205e-05
> read_t_axis = 0.3815
> open_file = 0.0853393
> t_axis_metadata = 2.9607e-05
> read_t_axis = 0.396472
> open_file = 0.0664037
> t_axis_metadata = 2.8239e-05
> read_t_axis = 0.351707
> open_file = 0.748844
> t_axis_metadata = 3.3047e-05
> read_t_axis = 1.03634
> open_file = 0.161732
> t_axis_metadata = 2.6955e-05
> read_t_axis = 0.377919
> open_file = 0.0820469
> t_axis_metadata = 3.1613e-05
> read_t_axis = 0.363014
> open_file = 0.0903407
> t_axis_metadata = 3.1844e-05
> read_t_axis = 0.370521
> open_file = 0.092586
> t_axis_metadata = 2.9547e-05
> read_t_axis = 0.37146
> open_file = 0.083997
> t_axis_metadata = 4.0095e-05
> read_t_axis = 0.396375
> open_file = 0.0799897
> t_axis_metadata = 2.9833e-05
> read_t_axis = 0.386237
> open_file = 0.105688
> t_axis_metadata = 0.000124456
> read_t_axis = 0.481453
> open_file = 0.0816038
> t_axis_metadata = 3.0969e-05
> read_t_axis = 0.355051
> open_file = 0.101204
> t_axis_metadata = 2.5927e-05
> read_t_axis = 0.408186
> open_file = 0.108662
> t_axis_metadata = 2.6313e-05
> read_t_axis = 0.314209
> open_file = 0.0916682
> t_axis_metadata = 2.9697e-05
> read_t_axis = 0.319686
> open_file = 0.0812744
> t_axis_metadata = 2.7813e-05
> read_t_axis = 0.391357
> open_file = 0.101898
> t_axis_metadata = 2.8607e-05
> read_t_axis = 0.305515
> open_file = 0.0748274
> t_axis_metadata = 1.7247e-05
> read_t_axis = 0.69522
> open_file = 0.100151
> t_axis_metadata = 1.7887e-05
> read_t_axis = 0.511695
> open_file = 0.0700686
> t_axis_metadata = 1.8225e-05
> read_t_axis = 2.27155
> open_file = 0.121193
> t_axis_metadata = 1.9918e-05
> read_t_axis = 0.497648
> open_file = 0.0734922
> t_axis_metadata = 2.1134e-05
> read_t_axis = 1.70601
> open_file = 0.312652
> t_axis_metadata = 1.888e-05
> read_t_axis = 0.468489
> open_file = 0.0906366
> t_axis_metadata = 1.9165e-05
> read_t_axis = 0.348474
> open_file = 0.0776435
> t_axis_metadata = 2.3417e-05
> read_t_axis = 0.387956
> open_file = 0.157729
> t_axis_metadata = 4.9765e-05
> read_t_axis = 0.344205
> open_file = 0.114566
> t_axis_metadata = 2.8431e-05
> read_t_axis = 0.374615
> open_file = 0.0788776
> t_axis_metadata = 2.7865e-05
> read_t_axis = 0.381856
> collect_t_axis = 19.47
> total = 20.72
> A total of 240 steps available in 30 files. Using the noleap calendar. Times
> are specified in units of days since 1979-01-01 00:00:00. The available
> times
> range from 2005-9-1 3:0:0 (9733.12) to 2005-10-1 0:0:0 (9763).
>
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