class AGAnalysisUnittesting(unittest.TestCase):
def setUp(self):
self.currentDirPath = Path(__file__).parent.absolute()
self.agilepyconfPath = os.path.join(self.currentDirPath,
"conf/agilepyconf.yaml")
self.sourcesconfPath = os.path.join(self.currentDirPath,
"conf/sourceconf.xml")
outDir = Path(
os.path.join(os.environ["AGILE"],
"agilepy-test-data/unittesting-output/api"))
if outDir.exists() and outDir.is_dir():
shutil.rmtree(outDir)
self.aga = AGAnalysis(self.agilepyconfPath, self.sourcesconfPath)
def test_analysis_pipeline(self):
maplistFilePath = self.aga.generateMaps()
self.assertEqual(True, os.path.isfile(maplistFilePath))
products_1 = self.aga.mle(maplistFilePath)
for p in products_1:
self.assertEqual(True, os.path.isfile(p))
products_2 = self.aga.mle(maplistFilePath)
for p in products_2:
self.assertEqual(True, os.path.isfile(p))
def test_source_dist_updated_after_mle(self):
maplistFilePath = self.aga.generateMaps()
self.aga.mle(maplistFilePath)
source_1 = self.aga.selectSources(
lambda Name: Name == '2AGLJ2021+4029').pop()
dist_1 = source_1.multi.Dist
self.aga.setOptions(glon=81, glat=1)
self.aga.mle(maplistFilePath)
source_2 = self.aga.selectSources(
lambda Name: Name == '2AGLJ2021+4029').pop()
dist_2 = source_2.multi.Dist
self.assertNotEqual(dist_1, dist_2)
def test_source_Flux_updated_after_mle(self):
maplistFilePath = self.aga.generateMaps()
source_1 = self.aga.selectSources(
lambda Name: Name == '2AGLJ2021+3654').pop()
flux_1 = source_1.getParamValue("Flux")
self.aga.mle(maplistFilePath)
source_2 = self.aga.selectSources(
lambda Name: Name == '2AGLJ2021+3654').pop()
flux_2 = source_2.getParamValue("Flux")
self.assertNotEqual(flux_1, flux_2)
def test_source_dist_updated_after_mle(self):
test_out_dir = self.set_outputfolder("test_source_dist_updated_after_mle")
ag = AGAnalysis(self.agilepyConf, self.sourcesConfTxt)
maplistFilePath = ag.generateMaps()
ag.freeSources(lambda name: name == self.VELA, "pos", True)
ag.freeSources(lambda name: name == self.VELA, "flux", True)
source = ag.selectSources(lambda name: name == self.VELA).pop()
print(source)
dist_before = source.get("dist")["value"]
ag.mle(maplistFilePath)
source = ag.selectSources(lambda name: name == self.VELA).pop()
print(source)
dist_after = source.get("dist")["value"]
multiDist_after = source.get("multiDist")["value"]
assert dist_before == dist_after
assert multiDist_after != dist_after
ag.destroy()
def test_fixed_parameters(self):
test_out_dir = self.set_outputfolder("test_fixed_parameters")
ag = AGAnalysis(self.agilepyConf)
ag.setOptions(
energybins=[[100, 1000]], tmin=434279000,
tmax=434289532,
timetype="TT")
sources = ag.loadSourcesFromCatalog("2AGL", rangeDist=(0, 25))
assert len(sources) == 9
source = ag.selectSources('name == "2AGLJ0835-4514"').pop()
flux0 = source.spectrum.getVal("flux")
sources = ag.freeSources(
'name == "2AGLJ0835-4514"', "flux", False, show=True)
_ = ag.generateMaps()
_ = ag.mle()
flux1 = source.get("multiFlux")["value"]
assert flux0 == flux1
ag.destroy()
def test_update_source_parameter_value(self):
test_out_dir = self.set_outputfolder("test_update_source_parameter_value")
ag = AGAnalysis(self.agilepyConf, self.sourcesConfTxt)
sources = ag.selectSources(lambda name: name == self.VELA)
source = sources.pop()
self.assertEqual(1.34774, source.spectrum.getVal("index2"))
source.set("index2", {"value": 1})
assert 1 == source.spectrum.getVal("index2")
self.assertEqual(969.539e-08, source.spectrum.getVal("flux"))
source.set("flux", {"value": 1})
assert 1 == source.spectrum.getVal("flux")
self.assertEqual(3913.06, source.spectrum.getVal("cutoffEnergy"))
source.set("cutoffEnergy", {"value": 1})
assert 1 == source.spectrum.getVal("cutoffEnergy")
# self.assertRaises(AttributeError, source.spectrum.get, "index")
# self.assertRaises(AttributeError, source.spectrum.set, "index", 10)
ag.destroy()
def test_source_Flux_updated_after_mle(self):
ag = AGAnalysis(self.agilepyconfPath, self.sourcesconfPath)
maplistFilePath = ag.generateMaps()
source_1 = ag.selectSources(
lambda name: name == '2AGLJ2021+3654').pop()
flux_1 = source_1.spectrum.get("flux")
ag.mle(maplistFilePath)
source_2 = ag.selectSources(
lambda name: name == '2AGLJ2021+3654').pop()
flux_2 = source_2.multi.get("multiFlux")
self.assertNotEqual(flux_1, flux_2)
ag.destroy()
def test_source_dist_updated_after_source_position_update(self):
test_out_dir = self.set_outputfolder("test_source_dist_updated_after_source_position_update")
ag = AGAnalysis(self.agilepyConf, self.sourcesConfTxt)
ag.setOptions(tmin = 433857532, tmax = 433857542, timetype = "TT", fovbinnumber=1, energybins=[[100,200]], glon = 263.55, glat = -2.78)
source_1 = ag.selectSources(lambda name: name == self.VELA).pop()
dist_1 = source_1.spatialModel.get("dist")["value"]
ag.updateSourcePosition(self.VELA, glon=264, glat=-3)
source_2 = ag.selectSources(lambda name: name == self.VELA).pop()
dist_2 = source_2.spatialModel.get("dist")["value"]
assert True, dist_1 != dist_2
ag.destroy()
def test_source_dist_updated_after_mle(self):
ag = AGAnalysis(self.agilepyconfPath, self.sourcesconfPath)
maplistFilePath = ag.generateMaps()
ag.mle(maplistFilePath)
source_1 = ag.selectSources(
lambda name: name == '2AGLJ2021+4029').pop()
dist_1 = source_1.multi.get("multiDist")
ag.setOptions(glon=81, glat=1)
ag.mle(maplistFilePath)
source_2 = ag.selectSources(
lambda name: name == '2AGLJ2021+4029').pop()
dist_2 = source_2.multi.get("multiDist")
self.assertNotEqual(dist_1, dist_2)
ag.destroy()
def test_print_source(self):
test_out_dir = self.set_outputfolder("test_print_source")
ag = AGAnalysis(self.agilepyConf, self.sourcesConfTxt)
sources = ag.selectSources(lambda name: name == self.VELA)
for s in sources:
self.assertEqual(True, len(str(s))>370)
print(s)
def test_source_flux_updated_after_mle(self):
test_out_dir = self.set_outputfolder("test_source_flux_updated_after_mle")
ag = AGAnalysis(self.agilepyConf, self.sourcesConfTxt)
maplistFilePath = ag.generateMaps()
ag.freeSources(lambda name: name == self.VELA, "flux", True)
source_1 = ag.selectSources(lambda name: name == self.VELA).pop()
flux_1 = source_1.get("flux")["value"]
ag.mle(maplistFilePath)
source_2 = ag.selectSources(lambda name: name == self.VELA).pop()
flux_2 = source_2.get("multiFlux")["value"]
self.assertNotEqual(flux_1, flux_2)
ag.destroy()
def test_multi_update_free_parameters(self):
test_out_dir = self.set_outputfolder("test_multi_update_free_parameters")
ag = AGAnalysis(self.agilepyConf, self.sourcesConfTxt)
ag.generateMaps()
sources = ag.selectSources(lambda name: name == self.VELA)
source = sources.pop()
#index2 = source.spectrum.get("index2")
flux = source.spectrum.getVal("flux")
#cutoffEnergy = source.spectrum.get("cutoffEnergy")
ag.freeSources(lambda name: name == self.VELA, "pos", True)
# ag.freeSources(lambda name: name == self.VELA, "index2", True)
ag.freeSources(lambda name: name == self.VELA, "flux", True)
# ag.freeSources(lambda name: name == self.VELA, "cutoffEnergy", True)
print(source)
ag.mle()
print(source)
assert source.multiAnalysis.getVal("multiFlux") != source.spectrum.getVal("flux")
assert flux == source.spectrum.getVal("flux")
ag.mle()
assert source.multiAnalysis.getVal("multiFlux") != source.spectrum.getVal("flux")
assert flux != source.spectrum.getVal("flux")
print(source)
#todo: validation test
ag.destroy()