how to speed up the process of `getvar`

まず、Python、wrf.getvar、netCDF4、および記載されている SINALPHA、COSALPHA、uvmet_wspd_wdir 変数を使って、issue のタイミング比較を再現します。getvar のエントリーポイントを追跡し、ALL_TIMES と派生診断の処理を直接読み取る場合と比較します。完了の条件は、ボトルネックを特定し、結果を変更せずにより高速なアプローチを実証することです。

I found that using wrf.getvar to get variables is quite slow.
For example

import time
import wrf
import netCDF4 as nc
wrfout = nc.Dataset(wrfout_file)
t0 = time.time()
SINALPHA_WRF = wrf.getvar(wrfout, 'SINALPHA', timeidx=wrf.ALL_TIMES, squeeze=False)
COSALPHA_WRF = wrf.getvar(wrfout, 'COSALPHA', timeidx=wrf.ALL_TIMES, squeeze=False)
t1 = time.time()
sinalpha = wrfout['SINALPHA'][:]
cosalpha = wrfout['COSALPHA'][:]
t2 = time.time()
print(f'getvar: {t1 - t0},directly: {t2 - t1}')

In my PC, the time of getvar is about 0.084 s, and the time of directly is about 0.015 s.
To be a little more complicated, to get the wind speed and the wind direction using wrf.getvar(wrfout, 'uvmet_wspd_wdir', timeidx=wrf.ALL_TIMES, squeeze=False) would take the time about 14.596 s, while we first get ua, va, SINALPHA, COSALPHA by wrf.getvarand then using the relation between these variables to get the wspd and wdir, whose values are not significant different from the result of getvar, but it only takes 2.263 s.

So, what reason make it seems that the calculation speed of getvar is slow and how to improve it?

In my case, I want to extract some variables from wrfout and backup, e.g, most of the variables may be the shape of (4,50,300,300), and I want to save some diagnostic variables to be (4, 10, 300, 300)(interpolated on certain pressure level or height). Any suggestion to efficiently accomplish this kind of task.

wrf.__version__='1.3.2'