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Standard TARDIS Workflow

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

This workflow produces the full suite of standard TARIDS outputs, including plots, logging information, and stored data. It is useful for users who want access to detailed output for analysis.

import matplotlib.pyplot as plt
from tardis.io.configuration.config_reader import Configuration
from tardis.workflows.standard_tardis_workflow import StandardTARDISWorkflow

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

workflow = StandardTARDISWorkflow(config, show_convergence_plots=True,show_progress_bars=True,convergence_plots_kwargs={"export_convergence_plots":True})

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()