#!/usr/bin/env python
# Wenchang Yang (wenchang@princeton.edu)
# Mon Jul 14 03:27:14 PM EDT 2025
if __name__ == '__main__':
    import sys,os
    try:
        from misc.timer import Timer
        tt = Timer(f'[{os.getcwd()}] start ' + ' '.join(sys.argv))
    except:
        pass
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
#
if __name__ == '__main__':
    try:
        tt.check('end import')
    except:
        pass
#
#start from here
basin = get_kws_from_argv('basin', 'NA')
HU = True if 'HU' in sys.argv else False
expnames = """
CTL1990s_cesm2sst7590_tiger3_intelmpi_24_1440PE
CTL1990s_cesm2faSST7590_tiger3_intelmpi_24_1440PE
CTL1990s_cesm2sst0520_tiger3_intelmpi_24_1440PE
CTL1990s_cesm2faSST0520_tiger3_intelmpi_24_1440PE
CTL1990s_cesm2sst3550_tiger3_intelmpi_24_1440PE
CTL1990s_cesm2faSST3550_tiger3_intelmpi_24_1440PE
""".split()

dss = []
labels= []
for expname in expnames:
    label = expname.split('_')[1]
    #ifile = f'/home/wenchang/HIRAM/work/{expname}/TC/netcdf/tc_counts.TS17.0101-0130.yearly.nc'
    ifile = f'/home/wenchang/HIRAM/work/{expname}/TC/netcdf/tc_counts.TS17.0101-0150.yearly.nc' #updated by extending to year 150
    if HU: ifile = ifile.replace('TS17', 'TS33')
    ds = xr.open_dataset(ifile)
    dss.append(ds)
    labels.append(label)
ds = xr.concat(dss, dim=pd.Index(labels, name='expname'))
#ds = xr.concat([ds.isel(expname=slice(0,None,2)), ds.isel(expname=slice(1,None,2))], dim=pd.Index(['cesm2', 'cesm2fa'], name='model'))
 
 
if __name__ == '__main__':
    from wyconfig import * #my plot settings
    import seaborn as sns
    #ds[basin].transpose().to_pandas().boxplot() 
    df = ds[basin].isel(expname=slice(0,None,2)).to_dataframe()
    sns.violinplot(x='expname', y=basin, data=df)
    df = ds[basin].isel(expname=slice(1,None,2)).to_dataframe()
    sns.violinplot(x='expname', y=basin, data=df)
    #df = ds[basin].to_dataframe()
    #sns.violinplot(x='expname', y=basin, data=df)


    ax = plt.gca()
    ax.set_xticklabels(ax.get_xticklabels(), rotation=30, ha='right')
    ax.set_xlabel('')
    ax.set_ylabel(f'{basin} TC #')
    if HU: ax.set_ylabel(f'{basin} HU #')
    
    #savefig
    if 'savefig' in sys.argv or 's' in sys.argv:
        if HU:
            figname = __file__.replace('.py', f'__TS33{basin}.png')
        else:
            figname = __file__.replace('.py', f'__TS17{basin}.png')
        if 'overwritefig' in sys.argv or 'o' in sys.argv:
            wysavefig(figname, overwritefig=True)
        else:
            wysavefig(figname)
 
    try:
        tt.check(f'**Done**')
    except:
        pass
    print()
    if 'notshowfig' in sys.argv or 'n' in sys.argv:
        pass
    else:
        if 'plt' in globals(): plt.show()