test_Straylight.py 8.85 KB
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#
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#need add environment parameter  UNIT_TEST_DATA_ROOT, link to "testData/"
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#linx and mac can run as follow, need modify the name of file directory
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#export UNIT_TEST_DATA_ROOT=/Users/zhangxin/Work/SlitlessSim/CSST_SIM/CSST_develop/csst-simulation/tests/testData
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#
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import unittest
from ObservationSim.Straylight import Straylight

import numpy as np
import math
import astropy.constants as cons
import galsim
from astropy.table import Table
from scipy import interpolate

import matplotlib.pyplot as plt

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import os

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hubbleAverZodiacal = {'nuv':0.0035,'u':0.0163,'g':0.1109,'r':0.1471,'i':0.1568,'z':0.0953,'y':0.0283}
hubbleAverEarthShine = {'nuv':0.00024,'u':0.0051,'g':0.0506,'r':0.0591,'i':0.0568,'z':0.0315,'y':0.0090}

def transRaDec2D(ra, dec):
    x1 = np.cos(dec / 57.2957795) * np.cos(ra / 57.2957795);
    y1 = np.cos(dec / 57.2957795) * np.sin(ra / 57.2957795);
    z1 = np.sin(dec / 57.2957795);
    return np.array([x1, y1, z1])


def getAngle132(x1=0, y1=0, z1=0, x2=0, y2=0, z2=0, x3=0, y3=0, z3=0):
    cosValue = 0;
    angle = 0;

    x11 = x1 - x3;
    y11 = y1 - y3;
    z11 = z1 - z3;

    x22 = x2 - x3;
    y22 = y2 - y3;
    z22 = z2 - z3;

    tt = np.sqrt((x11 * x11 + y11 * y11 + z11 * z11) * (x22 * x22 + y22 * y22 + z22 * z22));
    if (tt == 0):
        return 0;

    cosValue = (x11 * x22 + y11 * y22 + z11 * z22) / tt;

    if (cosValue > 1):
        cosValue = 1;
    if (cosValue < -1):
        cosValue = -1;
    angle = math.acos(cosValue);
    return angle * 360 / (2 * math.pi);

def calculateAnglePwithEarth(sat = np.array([0,0,0]), pointing = np.array([0,0,0]), sun = np.array([0,0,0])):
    modSat = np.sqrt(sat[0]*sat[0] + sat[1]*sat[1]+sat[2]*sat[2])
    modPoint = np.sqrt(pointing[0]*pointing[0] + pointing[1]*pointing[1] + pointing[2]*pointing[2])
    withLocalZenithAngle = (pointing[0] * sat[0] + pointing[1] * sat[1] + pointing[2] * sat[2]) / (modPoint*modSat)

    innerM_sat_sun = sat[0] * sun[0] + sat[1] * sun[1] + sat[2] * sun[2]
    cosAngle = innerM_sat_sun / (modSat * cons.au.value/1000)
    isInSunSide = 1
    if (cosAngle < -0.3385737): #cos109.79
        isInSunSide = -1;
    elif cosAngle >= -0.3385737 and cosAngle <= 0.3385737:
        isInSunSide = 0;

    return math.acos(withLocalZenithAngle)*180/math.pi,isInSunSide

class TestStraylight(unittest.TestCase):

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    def __init__(self,methodName='runTest', filter = 'i', grating = "GI"):
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        super(TestStraylight,self).__init__(methodName)
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        # print(file_name)
        # fn = os.path.join(os.getenv('UNIT_TEST_DATA_ROOT'), file_name)
        # self.pointingData = np.loadtxt(os.path.join(fn, 'Straylight_test.dat'), dtype=np.double)
        self.filePath('csst_fz_gc0')
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        self.filter = filter
        self.grating = grating
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    def filePath(self, file_name):
        fn = os.path.join(os.getenv('UNIT_TEST_DATA_ROOT'), file_name)
        self.pointingData = np.loadtxt(os.path.join(fn, 'Straylight_test.dat'), dtype=np.double)
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    def test_EarthShineFilter(self):
        d_sh = self.pointingData.shape
        sl_e_pix = np.zeros([d_sh[0],3],dtype=np.double)

        for i in np.arange(d_sh[0]):
            # if i > 50:
            #     continue
            ju = self.pointingData[i, 5]
            # pointing = transRaDec2D(self.pointingData[i, 0], self.pointingData[i, 1])
            # print(ju, pointing, surveylist[i,3:9])
            sl = Straylight(jtime=ju, sat_pos=self.pointingData[i, 6:9], pointing_radec=np.array([self.pointingData[i, 0], self.pointingData[i, 1]]),sun_pos=self.pointingData[i,9:12])
            e1, py = sl.calculateEarthShineFilter(filter=self.filter)
            earthZenithAngle, isInSunSide = calculateAnglePwithEarth(sat=self.pointingData[i, 6:9], pointing= sl.pointing, sun=self.pointingData[i,9:12])
            # e2, _ = sl.calculateZodiacalFilter2(filter='i', sun_pos=sl.sun_pos)
            # e3 = sl.calculateStarLightFilter(filter='i', pointYaxis=py)
            # e_all = sl.calculateStrayLightFilter(filter='i')
            # s_pix, spec = sl.calculateStrayLightGrating(grating='GI')
            sl_e_pix[i,0] = e1
            sl_e_pix[i, 1] = earthZenithAngle
            sl_e_pix[i, 2] = isInSunSide
        median  = np.median(sl_e_pix[:,0])
        print(' average Earthshine %s: %e' % (self.filter, median))
        self.assertTrue(median-hubbleAverEarthShine[self.filter] < 0.1)
        plt.figure()
        ids1 = sl_e_pix[:, 2] == 1
        ids2 = sl_e_pix[:, 2] != 1
        plt.plot(sl_e_pix[ids1, 0], sl_e_pix[ids1, 1], 'r.')
        plt.plot(sl_e_pix[ids2, 0], sl_e_pix[ids2, 1], 'b.')
        plt.legend(['In Sun Side', 'In Earths shadow'])
        plt.xlabel('straylight-earthshine(e-/pixel/s)')
        plt.ylabel('Angle with local zenith(degree)')
        plt.show()

    def test_ZodiacalFilter(self):
        d_sh = self.pointingData.shape
        sl_e_pix = np.zeros([d_sh[0],2],dtype=np.double)

        for i in np.arange(d_sh[0]):
            ju = self.pointingData[i, 5]
            sl = Straylight(jtime=ju, sat_pos=self.pointingData[i, 6:9], pointing_radec=np.array([self.pointingData[i, 0], self.pointingData[i, 1]]),sun_pos=self.pointingData[i,9:12])
            e1, _ = sl.calculateZodiacalFilter2(filter=self.filter, sun_pos=sl.sun_pos)
            sl_e_pix[i,0] = e1
            sl_e_pix[i,1] = getAngle132(x1=self.pointingData[i,9], y1=self.pointingData[i,10], z1=self.pointingData[i,11], x2=sl.pointing[0],
                                        y2=sl.pointing[1], z2=sl.pointing[2], x3=0, y3=0, z3=0)
        plt.figure()
        plt.plot(sl_e_pix[:, 0], sl_e_pix[:, 1], 'r.')
        plt.xlabel('straylight-zodiacal(e-/pixel/s)')
        plt.ylabel('Angle between pointing and sun(degree)')
        plt.show()
        median  = np.median(sl_e_pix[:,0])
        print(' average Zodiacal %s: %f' % (self.filter, median))
        self.assertTrue(median-hubbleAverZodiacal[self.filter] < 0.1)

    def test_StarFilter(self):
        d_sh = self.pointingData.shape
        sl_e_pix = np.zeros(d_sh[0],dtype=np.double)

        tnum = 10
        for i in np.arange(tnum):
            # if i > 50:
            #     continue
            ju = self.pointingData[i, 5]
            # pointing = transRaDec2D(self.pointingData[i, 0], self.pointingData[i, 1])
            # print(ju, pointing, surveylist[i,3:9])
            sl = Straylight(jtime=ju, sat_pos=self.pointingData[i, 6:9], pointing_radec=np.array([self.pointingData[i, 0], self.pointingData[i, 1]]),sun_pos=self.pointingData[i,9:12])
            e1, py = sl.calculateEarthShineFilter(filter=self.filter)
            # e2, _ = sl.calculateZodiacalFilter2(filter='i', sun_pos=sl.sun_pos)
            e3 = sl.calculateStarLightFilter(filter=self.filter, pointYaxis=py)
            # e_all = sl.calculateStrayLightFilter(filter='i')
            # s_pix, spec = sl.calculateStrayLightGrating(grating='GI')
            sl_e_pix[i] = e3
        median  = np.median(sl_e_pix[0:tnum])
        print(' average Earthshine %s: %e' % (self.filter, median))
        self.assertTrue(median-hubbleAverEarthShine[self.filter] < 0.2)

    def test_GratingStraylight(self):
        d_sh = self.pointingData.shape
        sl_e_pix = np.zeros(d_sh[0],dtype=np.double)

        tnum = 10
        for i in np.arange(tnum):
            # if i > 50:
            #     continue
            ju = self.pointingData[i, 5]
            # pointing = transRaDec2D(self.pointingData[i, 0], self.pointingData[i, 1])
            # print(ju, pointing, surveylist[i,3:9])
            sl = Straylight(jtime=ju, sat_pos=self.pointingData[i, 6:9], pointing_radec=np.array([self.pointingData[i, 0], self.pointingData[i, 1]]),sun_pos=self.pointingData[i,9:12])
            # e1, py = sl.calculateEarthShineFilter(filter=self.filter)
            # e2, _ = sl.calculateZodiacalFilter2(filter='i', sun_pos=sl.sun_pos)
            # e3 = sl.calculateStarLightFilter(filter=self.filter, pointYaxis=py)
            # e_all = sl.calculateStrayLightFilter(filter='i')
            s_pix, spec = sl.calculateStrayLightGrating(grating=self.grating)
            sl_e_pix[i] = s_pix
        plt.figure()
        plt.plot(spec['WAVELENGTH'], spec['FLUX'], 'r')
        plt.xlabel('WAVELENGTH')
        plt.ylabel('F$\lambda$(erg/s/cm2/A/arcsec2)')
        plt.xlim(2000,10000)
        plt.show()
        median  = np.median(sl_e_pix[0:tnum])
        print(' average Earthshine %s: %e' % (self.grating, median))
        self.assertTrue(median < 0.8)





if __name__ == '__main__':
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    os.environ['UNIT_TEST_DATA_ROOT']="/Users/zhangxin/Work/SlitlessSim/CSST_SIM/CSST_develop/csst-simulation/tests/testData"
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    suit = unittest.TestSuite()
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    case1 = TestStraylight('test_EarthShineFilter', filter = 'i')
    suit.addTest(case1)
    case2 = TestStraylight('test_ZodiacalFilter',filter = 'i')
    suit.addTest(case2)
    case3 = TestStraylight('test_StarFilter', filter='i')
    suit.addTest(case3)
    case4 = TestStraylight('test_GratingStraylight', grating = 'GI')
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    suit.addTest(case4)
    unittest.TextTestRunner(verbosity=2).run(suit)