#!/usr/bin/env python
# Wenchang Yang (wenchang@princeton.edu)
# Thu May 20 15:11:49 EDT 2021
if __name__ == '__main__':
    from misc.timer import Timer
    tt = Timer(f'start {__file__}')
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 = 'ts.past1000.0850-1849.ens02.ocean.tc.nc'
ds = xr.open_dataset(ifile).load()
 
 
if __name__ == '__main__':
    from wyconfig import * #my plot settings
    import xfilter
    fig,ax = plt.subplots(figsize=(8,3))
    ds.HU.filter.lowpass(1/40, dim='year', padtype='even').plot(hue='model', ax=ax)
    #ax = plt.gca()
    ax.set_xticks(range(800, 1850, 100))
    ax.grid('on')

    
    #savefig
    if 'savefig' in sys.argv:
        figname = __file__.replace('.py', f'.png')
        wysavefig(figname)
    tt.check(f'**Done**')
    plt.show()