#!/usr/bin/env python
# Wenchang Yang (wenchang@princeton.edu)
# Wed May 25 13:52:06 EDT 2022
if __name__ == '__main__':
    import sys
    from misc.timer import Timer
    tt = Timer('start ' + ' '.join(sys.argv))
import sys, os.path, os, glob, datetime
import xarray as xr, numpy as np, pandas as pd, matplotlib.pyplot as plt
#more imports
#
if __name__ == '__main__':
    tt.check('end import')
#
#start from here
ifile = 'wind_AM2.5_CTL1990s_tigercpu_intelmpi_18_540PE_0101-0150_monthly.nc'
da0 = xr.open_dataarray(ifile).load()
ifile = 'wind_HIRAM_CTL1990s_v201910_tigercpu_intelmpi_18_540PE_0101-0150_monthly.nc'
da = xr.open_dataarray(ifile).load()
 
 
if __name__ == '__main__':
    from wyconfig import * #my plot settings
    mclim = lambda x: x.groupby('time.month').mean('time')
    daa = da.pipe(mclim) - da0.pipe(mclim)
    daa.plot(col='month', col_wrap=6)
    
    #savefig
    if len(sys.argv)>1 and 'savefig' in sys.argv[1:]:
        figname = __file__.replace('.py', f'.png')
        if 'overwritefig' in sys.argv[1:]:
            wysavefig(figname, overwritefig=True)
        else:
            wysavefig(figname)
    tt.check(f'**Done**')
    print()
    if 'notshowfig' in sys.argv:
        pass
    else:
        plt.show()