import sasktran as sk
import matplotlib.pyplot as plt
import numpy as np
from sasktran.geometry import VerticalImage
import time
tanalts_km = np.arange(20, 50, 1)
# First recreate our geometry and atmosphere classes
geometry = VerticalImage()
geometry.from_sza_saa(sza=60, saa=60, lat=0, lon=0, tanalts_km=tanalts_km, mjd=54372, locallook=0,
satalt_km=600, refalt_km=20)
atmosphere = sk.Atmosphere()
atmosphere['ozone'] = sk.Species(sk.O3OSIRISRes(), sk.Labow())
atmosphere['air'] = sk.Species(sk.Rayleigh(), sk.MSIS90())
# And now make the engine
engine = sk.EngineHR(geometry=geometry, atmosphere=atmosphere)
wavel = [340, 600]
engine.wavelengths = wavel
cell = engine.cell_optical_depths()
plt.plot(cell[0][0]['cell_start_distance'], cell[0][0]['cell_start_optical_depth'])
plt.xlabel('Distance from Observer [m]')
plt.ylabel('Optical Depth')