forked from 3rdparty/wrf-python
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40 lines
1.7 KiB
40 lines
1.7 KiB
from __future__ import print_function |
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import time |
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from netCDF4 import Dataset |
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from wrf import getvar, ALL_TIMES, extract_vars |
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wrf_filenames = ["/Users/ladwig/Documents/wrf_files/wrf_vortex_multi/" |
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"moving_nest/wrfout_d02_2005-08-28_00:00:00", |
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"/Users/ladwig/Documents/wrf_files/wrf_vortex_multi/" |
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"moving_nest/wrfout_d02_2005-08-28_12:00:00", |
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"/Users/ladwig/Documents/wrf_files/wrf_vortex_multi/" |
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"moving_nest/wrfout_d02_2005-08-29_00:00:00"] |
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wrfin = [Dataset(x) for x in wrf_filenames] |
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my_cache = extract_vars(wrfin, ALL_TIMES, |
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("P", "PB", "PH", "PHB", "T", "QVAPOR", "HGT", "U", |
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"V", "W", "PSFC")) |
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start = time.time() |
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for var in ("avo", "eth", "cape_2d", "cape_3d", "ctt", "dbz", "mdbz", |
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"geopt", "helicity", "lat", "lon", "omg", "p", "pressure", |
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"pvo", "pw", "rh2", "rh", "slp", "ter", "td2", "td", "tc", |
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"theta", "tk", "tv", "twb", "updraft_helicity", "ua", "va", |
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"wa", "uvmet10", "uvmet", "z", "cfrac", "zstag", "geopt_stag"): |
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v = getvar(wrfin, var, ALL_TIMES) |
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end = time.time() |
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print("Time taken without variable cache: ", (end-start)) |
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start = time.time() |
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for var in ("avo", "eth", "cape_2d", "cape_3d", "ctt", "dbz", "mdbz", |
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"geopt", "helicity", "lat", "lon", "omg", "p", "pressure", |
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"pvo", "pw", "rh2", "rh", "slp", "ter", "td2", "td", "tc", |
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"theta", "tk", "tv", "twb", "updraft_helicity", "ua", "va", |
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"wa", "uvmet10", "uvmet", "z", "cfrac", "zstag", "geopt_stag"): |
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v = getvar(wrfin, var, ALL_TIMES, cache=my_cache) |
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end = time.time() |
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print("Time taken with variable cache: ", (end-start))
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