Python simulate_spectrum_dataset Examples

Example #1

def get_spectrum_datasets():
    model = SkyModel(spectral_model=PowerLawSpectralModel())
    dataset_1 = simulate_spectrum_dataset(model=model, random_state=0)
    dataset_1._name = "dataset_1"
    gti1 = GTI.create("0h", "1h", "2010-01-01T00:00:00")
    dataset_1.gti = gti1

    dataset_2 = simulate_spectrum_dataset(model, random_state=1)
    dataset_2._name = "dataset_2"
    gti2 = GTI.create("1h", "2h", "2010-01-01T00:00:00")
    dataset_2.gti = gti2

    return [dataset_1, dataset_2]

Example #2

File: test_lightcurve.py Project: mservillat/gammapy

def get_spectrum_datasets():
    model = PowerLaw()
    dataset_1 = simulate_spectrum_dataset(model=model, random_state=0)
    dataset_1.counts.meta = {
        "t_start": Time("2010-01-01T00:00:00"),
        "t_stop": Time("2010-01-01T01:00:00"),
    }

    dataset_2 = simulate_spectrum_dataset(model, random_state=1)
    dataset_2.counts.meta = {
        "t_start": Time("2010-01-01T01:00:00"),
        "t_stop": Time("2010-01-01T02:00:00"),
    }

    return [dataset_1, dataset_2]