#!/usr/bin/env python
# Wenchang Yang (wenchang@princeton.edu)
# Tue May 16 11:21:36 EDT 2023
if __name__ == '__main__':
    import sys,os
    from misc.timer import Timer
    tt = Timer(f'[{os.getcwd()}] 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
wython = '/tigress/wenchang/wython'
if wython not in sys.path: sys.path.append(wython); print('added to python path:', wython)
#from misc import get_kws_from_argv
from modelout import get_modelout_data
#
if __name__ == '__main__':
    tt.check('end import')
#
#start from here
ncfile_location = 'african_cities_latlon.nc'
ds = xr.open_dataset(ncfile_location).load()
lat, lon = ds.lat, ds.lon
lon = lon.where(lon>0, other=lon+360) #lon range from -180/180 to 0/360

daname = 'zsurf'
dsname = 'atmos_month'
model = 'AM2.5C360'
expname = 'amipHadISSTrcp45_tigercpu_intelmpi_18_1080PE'
years = range(1871, 1871+1)#2100+1)
ens = range(16, 16+1)#18+1)
funcname = 'AfricanCities'
def func(da):
    """interpolate grid data onto locations defined by ncfile_location"""
    return da.rename(grid_xt='lon', grid_yt='lat').interp(lat=lat, lon=lon)

    
 
if __name__ == '__main__':
    #from wyconfig import * #my plot settings
    da = get_modelout_data(daname=daname, model=model, expname=expname, dsname=dsname, years=years, ens=ens, funcname=funcname, func=func)
    
    #savefig
    if 'savefig' in sys.argv or 's' in sys.argv:
        figname = __file__.replace('.py', f'.png')
        if 'overwritefig' in sys.argv or 'o' in sys.argv:
            wysavefig(figname, overwritefig=True)
        else:
            wysavefig(figname)
    tt.check(f'**Done**')
    print()
    if 'notshowfig' in sys.argv or 'n' in sys.argv:
        pass
    else:
        if 'plt' in globals(): plt.show()