#!/usr/bin/env python
"""
Thermocline examples
====================
"""
import pandas as pd
import toto
import matplotlib.pyplot as plt
from toto.inputs.msl import MSLfile
import os
# read the file
filename='https://raw.githubusercontent.com/calypso-science/Toto/master/_tests/nc_file/TB_current.nc'
os.system('wget %s '% filename)
df=MSLfile('TB_current.nc')._toDataFrame()

# Processing
temperature=[x for x in df[0].keys().to_list() if 'temp' in x]
df_new=df[0].StatPlots.plot_thermocline(mag=temperature,
	args={'function':'Mean',
	'X label':'Water temperature [degC]',
	'time blocking':'Seasonal (South hemisphere)',
	'display':'On','table':'Off'})