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Simple TARDIS Workflow¶

The source code for this workflow can be found at: https://github.com/tardis-sn/tardis/blob/master/tardis/workflows/simple_tardis_workflow.py.

This is a lightweight workflow designed for efficiency, particularly for those running large batches of TARDIS simulations. It minimizes saved output and logging information to streamline execution.

[8]:

import matplotlib.pyplot as plt
from tardis.io.configuration.config_reader import Configuration
from tardis.workflows.simple_tardis_workflow import SimpleTARDISWorkflow

[9]:

config = Configuration.from_yaml('../tardis_example.yml')

[ ]:

workflow = SimpleTARDISWorkflow(config)

[ ]:

workflow.run()

[ ]:

spectrum = workflow.spectrum_solver.spectrum_real_packets
spectrum_virtual = workflow.spectrum_solver.spectrum_virtual_packets
spectrum_integrated = workflow.spectrum_solver.spectrum_integrated

[ ]:

%matplotlib inline
plt.figure(figsize=(10, 6.5))

spectrum.plot(label="Normal packets")
spectrum_virtual.plot(label="Virtual packets")
spectrum_integrated.plot(label='Formal integral')

plt.xlim(500, 9000)
plt.title("TARDIS example model spectrum")
plt.xlabel("Wavelength [$\AA$]")
plt.ylabel("Luminosity density [erg/s/$\AA$]")
plt.legend()
plt.show()