.. _pipeline_ini:
##############################################################
Documentation of the ini file for the post-processing pipeline
##############################################################
Aim of the ini file
===================
Using an ini file should help to keep an overview on large grid repositories
and ensures that all will be setup the same way.
There is a script to setup the pipeline, it takes one argument:
.. code-block:: bash
posydon-setup-pipeline PATH_TO_INI
The content of the ini file is described :ref:`below <pipeline_ini_sections>`.
It will create for each step, plot or check two files:
1. \*.csv
2. \*.slurm
Additionally, it will prepare a :samp:`logs` directory (it may creates a save
of some old logs) and create a shell script :samp:`run_pipeline.sh` to submit
all :ref:`tasks <pipeline>`. Hence, you can run all
:ref:`steps <pipeline_steps>` with simply running this script.
.. code-block:: bash
./run_pipeline.sh
.. note::
Currently, the user needs to take care of having a POSYDON_data directory
which includes the tables for the core-collapse prescriptions him-/herself
in the working directory.
.. _pipeline_ini_sections:
Sections in the ini file
========================
Account and slurm settings
--------------------------
First we specify some details for the slurm jobs. This is similar to the
:ref:`[slurm] section for running the grids <inifile_slurm>`. Here is an
example to show the supported key words:
.. code-block:: ini
[account]
ACCOUNT = 'fragkos'
PARTITION = 'public-cpu'
WALLTIME = '23:00:00'
MAILTYPE = 'ALL'
EMAIL = 'matthias.kruckow@unige.ch'
GROUP = 'GL_S_Astro_POSYDON'
The last one :samp:`GROUP` is a bit special. If it is set, all the files
created by the pipeline will get this owning group on the file system with read
and write access for this group. This is especially helpful if more than one
user is making changes to the data set.
General pipeline settings
-------------------------
The next sections deals with the general information about the pipeline. First
it needs to know where the grids are located. The :samp:`PATH` specifies, where
you would like to get the pipeline files being created. The :samp:`VERBOSE`
option will be used for the creation of the pipeline files and during the run
of the pipeline.
Finally, we have switches to turn on (:samp:`True`) and off (:samp:`False`)
individual :ref:`steps <pipeline_steps>` and
:ref:`additions <pipeline_additions>`. Additionally, the file extension of the
plots can be set according to the restrictions of
`mathplotlib <https://matplotlib.org/>`_. There is one additional extension
:samp:`multipage-pdf`, which will create a PDF, where several plots are stored
as pages in a single PDF.
.. code-block:: ini
[pipeline setup]
PATH_TO_GRIDS = '/srv/beegfs/scratch/shares/astro/posydon/POSYDON_GRIDS_v2/'
VERSION = '' # to have a verion below the grid type level
PATH = '.' # working dir
VERBOSE = True
# steps
CREATE_GRID_SLICES = True
COMBINE_GRID_SLICES = True
CALCULATE_EXTRA_VALUES = True
TRAIN_INTERPOLATORS = True
EXPORT_DATASET = True
# rerun step
RERUN = False
# additions
MAKE_PLOTS = True
PLOT_EXTENSION = 'pdf'
MAKE_CHECKS = True
Step sections
-------------
The path of each grid will be joint as
:samp:`PATH_TO_GRIDS/GRID_TYPE/VERSION/METALLICITY/GRID_SLICE`. The
corresponding h5 files will have names according to
:samp:`PATH_TO_GRIDS/GRID_TYPE/VERSION/METALLICITY/COMPRESSION/GRID_SLICE.h5`.
All sections have common keywords:
.. table:: Common keywords of steps
================== ===========
Keyword Description
================== ===========
GRID_TYPES a list of grid types; the looped :samp:`GRID_TYPE` is used in the path name
METALLICITIES a list of lists of the metallicities of the grids; the looped :samp:`METALLICITY` is used in the path name; the outer list allows you to have different lists for each grid type
GRID_SLICES a list of lists of the grid slices; the looped :samp:`GRID_SLICE` is used in the path name; the outer list allows you to have different lists for each grid type
COMPRESSIONS a list of lists of compression types
DROP_MISSING_FILES boolean to ignore missing files; it allows to have different substructures and taking the existing ones into account when specifying union of all possible substructures
CREATE_PLOTS a list of plots to make; this will be done independently whether the step is active or not; to make no plots put there an empty list or comment out such a line
DO_CHECKS a list of checks to perform; this will be done independently whether the step is active or not; to make no checks put there an empty list or comment out such a line
================== ===========
Some :ref:`steps <pipeline_steps>` have more keywords, which are specific to
that step:
.. table:: Step specific keywords
==== ============================ ===========
Step Keyword Description
==== ============================ ===========
1 STOP_BEFORE_CARBON_DEPLETION indicating, whether high mass HMS stars should get their history croped short before carbon depletion (1) or not (0)
2 GRID_SLICES for this step, we have 3 layers of lists: the outermost is still the grid type, the inner most is still the grid slice, the middle layer is the combined grid
2 GRIDS_COMBINED a list of lists of combined grids; the outermost list is again referring to grid type; this is used as name for the new combined grid instead of :samp:`GRID_SLICE`
3 ORIGINAL_COMPRESSIONS a list of lists of the ORIGINAL compression to calculate the extra values from (the first one is used for all compressions for that grid type)
4 INTERPOLATION_METHODS a list of the interpolator types which are trained
4 CONTROL_GRIDS a list of lists of control grids for the :samp:`GRID_SLICES`; it need to have the same number of entries as the :samp:`GRID_SLICES`, to specify no control grid use an empty string
R RERUN_TYPE a defined rerun type
R CLUSTER cluster name to get the appropriate ini file
==== ============================ ===========
Here is an example of all the :ref:`steps <pipeline_steps>`:
.. code-block:: ini
#CREATE_GRID_SLICES
[step_1]
# e.g. ['CO-HMS_RLO','CO-HeMS','HMS-HMS']
GRID_TYPES = ['CO-HMS_RLO', 'CO-HeMS', 'HMS-HMS']
# e.g. ['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
METALLICITIES = [# CO-HMS_RLO
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# CO-HeMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# HMS-HMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
]
GRID_SLICES = [# CO-HMS_RLO
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'rerun_PISN_grid_low_res_combined', 'rerun_TPAGBwind_grid_low_res_combined',
'grid_random_1', 'rerun_PISN_grid_random_combined', 'rerun_TPAGBwind_grid_random_combined'],
# CO-HeMS
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'rerun_PISN_grid_low_res_combined',
'grid_random_1', 'grid_random_rerun', 'rerun_PISN_grid_random_combined'],
# HMS-HMS
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'grid_low_res_3', 'grid_low_res_4', 'grid_low_res_5', 'rerun_PISN_grid_low_res_combined', 'rerun_reverse_MT_grid_low_res_combined', 'rerun_TPAGBwind_grid_low_res_combined',
'grid_random_1', 'rerun_PISN_grid_random_combined', 'rerun_reverse_MT_grid_random_combined', 'rerun_TPAGBwind_grid_random_combined']
]
COMPRESSIONS = [# CO-HMS_RLO
['LITE', 'ORIGINAL', 'LITE_RLO', 'ORIGINAL_RLO'],
# CO-HeMS
['LITE', 'ORIGINAL', 'LITE_RLO', 'ORIGINAL_RLO'],
# HMS-HMS
['LITE', 'ORIGINAL']
]
DROP_MISSING_FILES = True
# EXTRA PARAMETERS
# only applied to HMS grids
STOP_BEFORE_CARBON_DEPLETION = 1
# supported plots: e.g. 'combined_TF12', 'termination_flag_1', 'termination_flag_2', 'termination_flag_3', 'termination_flag_4', and any quantity valid for a Z-plotting
CREATE_PLOTS = []
# supported checks: e.g. 'failure_rate'
DO_CHECKS = []
#COMBINE_GRID_SLICES
[step_2]
GRID_TYPES = ['CO-HMS_RLO', 'CO-HeMS', 'HMS-HMS']
METALLICITIES = [# CO-HMS_RLO
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# CO-HeMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# HMS-HMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
]
GRID_SLICES = [# CO-HMS_RLO
[['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2'],
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'rerun_PISN_grid_low_res_combined'],
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'rerun_PISN_grid_low_res_combined', 'rerun_TPAGBwind_grid_low_res_combined'],
['grid_random_1'],
['grid_random_1', 'rerun_PISN_grid_random_combined'],
['grid_random_1', 'rerun_PISN_grid_random_combined', 'rerun_TPAGBwind_grid_random_combined']],
# CO-HeMS
[['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2'],
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'rerun_PISN_grid_low_res_combined'],
['grid_random_1', 'grid_random_rerun'],
['grid_random_1', 'grid_random_rerun', 'rerun_PISN_grid_random_combined']],
# HMS-HMS
[['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'grid_low_res_3', 'grid_low_res_4', 'grid_low_res_5'],
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'grid_low_res_3', 'grid_low_res_4', 'grid_low_res_5', 'rerun_PISN_grid_low_res_combined'],
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'grid_low_res_3', 'grid_low_res_4', 'grid_low_res_5', 'rerun_PISN_grid_low_res_combined', 'rerun_reverse_MT_grid_low_res_combined'],
['grid_low_res_0', 'grid_low_res_1', 'grid_low_res_2', 'grid_low_res_3', 'grid_low_res_4', 'grid_low_res_5', 'rerun_PISN_grid_low_res_combined', 'rerun_reverse_MT_grid_low_res_combined', 'rerun_TPAGBwind_grid_low_res_combined'],
['grid_random_1'],
['grid_random_1', 'rerun_PISN_grid_random_combined'],
['grid_random_1', 'rerun_PISN_grid_random_combined', 'rerun_reverse_MT_grid_random_combined'],
['grid_random_1', 'rerun_PISN_grid_random_combined', 'rerun_reverse_MT_grid_random_combined', 'rerun_TPAGBwind_grid_random_combined']]
]
GRIDS_COMBINED = [# CO-HMS_RLO
['grid_low_res_combined', 'grid_low_res_combined_rerun1_PISN', 'grid_low_res_combined_rerun3_TPAGBwind',
'grid_random_combined', 'grid_random_combined_rerun1_PISN', 'grid_random_combined_rerun3_TPAGBwind'],
# CO-HeMS
['grid_low_res_combined', 'grid_low_res_combined_rerun1_PISN',
'grid_random_combined', 'grid_random_combined_rerun1_PISN'],
# HMS-HMS
['grid_low_res_combined', 'grid_low_res_combined_rerun1_PISN', 'grid_low_res_combined_rerun2_reverse_MT', 'grid_low_res_combined_rerun3_TPAGBwind',
'grid_random_combined', 'grid_random_combined_rerun1_PISN', 'grid_random_combined_rerun2_reverse_MT', 'grid_random_combined_rerun3_TPAGBwind']
]
COMPRESSIONS = [# CO-HMS_RLO
['LITE', 'ORIGINAL', 'LITE_RLO', 'ORIGINAL_RLO'],
# CO-HeMS
['LITE', 'ORIGINAL', 'LITE_RLO', 'ORIGINAL_RLO'],
# HMS-HMS
['LITE', 'ORIGINAL']
]
DROP_MISSING_FILES = True
# supported plots: e.g. 'combined_TF12', 'termination_flag_1', 'termination_flag_2', 'termination_flag_3', 'termination_flag_4', and any quantity valid for a Z-plotting
CREATE_PLOTS = ['PLOT_AFTER_COMBINE']
# supported checks: e.g. 'failure_rate'
DO_CHECKS = ['CHECK_AFTER_COMBINE']
#CALCULATE_EXTRA_VALUES
[step_3]
GRID_TYPES = ['CO-HMS_RLO', 'CO-HeMS', 'HMS-HMS']
METALLICITIES = [# CO-HMS_RLO
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# CO-HeMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# HMS-HMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
]
GRID_SLICES = [# CO-HMS_RLO
['grid_low_res_combined_rerun3_TPAGBwind', 'grid_random_combined_rerun3_TPAGBwind'],
# CO-HeMS
['grid_low_res_combined_rerun1_PISN', 'grid_random_combined_rerun1_PISN'],
# HMS-HMS
['grid_low_res_combined_rerun3_TPAGBwind', 'grid_random_combined_rerun3_TPAGBwind']
]
COMPRESSIONS = [# CO-HMS_RLO
['LITE', 'LITE_RLO'],
# CO-HeMS
['LITE', 'LITE_RLO'],
# HMS-HMS
['LITE']
]
ORIGINAL_COMPRESSIONS = [# CO-HMS_RLO
['ORIGINAL'],
# CO-HeMS
['ORIGINAL'],
# HMS-HMS
['ORIGINAL']
]
DROP_MISSING_FILES = True
# supported plots: e.g. 'combined_TF12', 'termination_flag_1', 'termination_flag_2', 'termination_flag_3', 'termination_flag_4', and any quantity valid for a Z-plotting
CREATE_PLOTS = ['PLOT_AFTER_EXTRA']
# supported checks: e.g. 'failure_rate', 'CO_TYPE', 'SN_TYPE'
DO_CHECKS = ['CHECK_AFTER_EXTRA']
#TRAIN_INTERPOLATORS
[step_4]
GRID_TYPES = ['CO-HMS_RLO', 'CO-HeMS', 'HMS-HMS']
METALLICITIES = [# CO-HMS_RLO
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# CO-HeMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# HMS-HMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
]
GRID_SLICES = [# CO-HMS_RLO
['grid_low_res_combined_rerun3_TPAGBwind_processed'],
# CO-HeMS
['grid_low_res_combined_rerun1_PISN_processed'],
# HMS-HMS
['grid_low_res_combined_rerun3_TPAGBwind_processed']
]
INTERPOLATION_METHODS = ["linear","1NN"]
COMPRESSIONS = [# CO-HMS_RLO
['LITE_RLO'],
# CO-HeMS
['LITE', 'LITE_RLO'],
# HMS-HMS
['LITE']
]
CONTROL_GRIDS = [# CO-HMS_RLO
['grid_random_combined_rerun3_TPAGBwind_processed'],
# CO-HeMS
['grid_random_combined_rerun1_PISN_processed'],
# HMS-HMS
['grid_random_combined_rerun3_TPAGBwind_processed']
]
DROP_MISSING_FILES = True
# supported plots: e.g. 'combined_TF12', 'termination_flag_1', 'termination_flag_2', 'termination_flag_3', 'termination_flag_4', and any quantity valid for a Z-plotting
CREATE_PLOTS = ['PLOT_AFTER_TRAINING']
# supported checks: e.g. 'failure_rate'
DO_CHECKS = ['CHECK_AFTER_TRAINING']
#EXPORT_DATASET
[step_9]
GRID_TYPES = ['CO-HMS_RLO', 'CO-HeMS', 'HMS-HMS']
METALLICITIES = [# CO-HMS_RLO
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# CO-HeMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# HMS-HMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
]
GRID_SLICES = [# CO-HMS_RLO
['grid_low_res_combined_rerun3_TPAGBwind_processed'],
# CO-HeMS
['grid_low_res_combined_rerun1_PISN_processed'],
# HMS-HMS
['grid_low_res_combined_rerun3_TPAGBwind_processed']
]
COMPRESSIONS = [# CO-HMS_RLO
['LITE_RLO'],
# CO-HeMS
['LITE', 'LITE_RLO'],
# HMS-HMS
['LITE']
]
DROP_MISSING_FILES = True
#EXPORT_RERUNS
[rerun]
GRID_TYPES = ['CO-HMS_RLO', 'CO-HeMS', 'HMS-HMS']
METALLICITIES = [# CO-HMS_RLO
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# CO-HeMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun'],
# HMS-HMS
['2e+00_Zsun', '1e+00_Zsun', '4.5e-01_Zsun', '2e-01_Zsun', '1e-01_Zsun', '1e-02_Zsun', '1e-03_Zsun', '1e-04_Zsun']
]
GRID_SLICES = [# CO-HMS_RLO
['grid_low_res_combined_rerun3_TPAGBwind','grid_random_combined_rerun3_TPAGBwind'],
# CO-HeMS
['grid_low_res_combined_rerun1_PISN','grid_random_combined_rerun1_PISN'],
# HMS-HMS
['grid_low_res_combined_rerun3_TPAGBwind','grid_random_combined_rerun3_TPAGBwind']
]
COMPRESSIONS = [# CO-HMS_RLO
['LITE'],
# CO-HeMS
['LITE'],
# HMS-HMS
['LITE']
]
DROP_MISSING_FILES = True
# example reruns are 'PISN', 'reverse_MT', 'TPAGBwind', 'opacity_max'
RERUN_TYPE = 'opacity_max'
CLUSTER = 'quest'
There are some predefined shortcuts for lists of :ref:`plots <pipeline_plots>`
and :ref:`checks <pipeline_checks>`:
.. table:: Plot sets
===================== =====
Set name plots
===================== =====
'PLOT_AFTER_CREATE'
'PLOT_AFTER_COMBINE' 'combined_TF12', 'termination_flag_1', 'termination_flag_2', 'termination_flag_3', 'termination_flag_4', 'rl_relative_overflow_1', 'rl_relative_overflow_2', 'lg_mtransfer_rate'
'PLOT_AFTER_EXTRA' 'S1_MODEL01_CO_type', 'S1_MODEL01_SN_type', 'S1_MODEL01_mass', 'S1_MODEL01_spin', 'S1_MODEL01_m_disk_radiated', 'S1_MODEL02_CO_type', 'S1_MODEL02_SN_type', 'S1_MODEL02_mass', 'S1_MODEL02_spin', 'S1_MODEL02_m_disk_radiated', 'S1_MODEL03_CO_type', 'S1_MODEL03_SN_type', 'S1_MODEL03_mass', 'S1_MODEL03_spin', 'S1_MODEL03_m_disk_radiated', 'S1_MODEL04_CO_type', 'S1_MODEL04_SN_type', 'S1_MODEL04_mass', 'S1_MODEL04_spin', 'S1_MODEL04_m_disk_radiated', 'S1_MODEL05_CO_type', 'S1_MODEL05_SN_type', 'S1_MODEL05_mass', 'S1_MODEL05_spin', 'S1_MODEL05_m_disk_radiated', 'S1_MODEL06_CO_type', 'S1_MODEL06_SN_type', 'S1_MODEL06_mass', 'S1_MODEL06_spin', 'S1_MODEL06_m_disk_radiated', 'S1_MODEL07_CO_type', 'S1_MODEL07_SN_type', 'S1_MODEL07_mass', 'S1_MODEL07_spin', 'S1_MODEL07_m_disk_radiated', 'S1_MODEL08_CO_type', 'S1_MODEL08_SN_type', 'S1_MODEL08_mass', 'S1_MODEL08_spin', 'S1_MODEL08_m_disk_radiated', 'S1_MODEL09_CO_type', 'S1_MODEL09_SN_type', 'S1_MODEL09_mass', 'S1_MODEL09_spin', 'S1_MODEL09_m_disk_radiated', 'S1_MODEL10_CO_type', 'S1_MODEL10_SN_type', 'S1_MODEL10_mass', 'S1_MODEL10_spin', 'S1_MODEL10_m_disk_radiated'
'PLOT_AFTER_TRAINING' 'INTERP_ERROR_age', 'INTERP_ERROR_star_1_mass', 'INTERP_ERROR_star_2_mass', 'INTERP_ERROR_period_days', 'INTERP_ERROR_S1_co_core_mass', 'INTERP_ERROR_S1_co_core_radius', 'INTERP_ERROR_S1_he_core_mass', 'INTERP_ERROR_S1_he_core_radius', 'INTERP_ERROR_S1_center_h1', 'INTERP_ERROR_S1_center_he4', 'INTERP_ERROR_S1_surface_h1', 'INTERP_ERROR_S1_surface_he4', 'INTERP_ERROR_S1_surf_avg_omega_div_omega_crit', 'INTERP_ERROR_S1_log_Teff', 'INTERP_ERROR_S1_log_L', 'INTERP_ERROR_S1_log_R', 'INTERP_ERROR_S1_spin_parameter', 'INTERP_ERROR_S1_lambda_CE_10cent', 'INTERP_ERROR_S2_co_core_mass', 'INTERP_ERROR_S2_co_core_radius', 'INTERP_ERROR_S2_he_core_mass', 'INTERP_ERROR_S2_he_core_radius', 'INTERP_ERROR_S2_center_h1', 'INTERP_ERROR_S2_center_he4', 'INTERP_ERROR_S2_surface_h1', 'INTERP_ERROR_S2_surface_he4', 'INTERP_ERROR_S2_surf_avg_omega_div_omega_crit', 'INTERP_ERROR_S2_log_Teff', 'INTERP_ERROR_S2_log_L', 'INTERP_ERROR_S2_log_R', 'INTERP_ERROR_S2_spin_parameter', 'INTERP_ERROR_S2_lambda_CE_10cent', 'INTERP_ERROR_S1_MODEL01_mass', 'INTERP_ERROR_S1_MODEL01_spin', 'INTERP_ERROR_S1_MODEL01_m_disk_radiated', 'INTERP_ERROR_S1_MODEL05_mass', 'INTERP_ERROR_S1_MODEL05_spin', 'INTERP_ERROR_S1_MODEL05_m_disk_radiated', 'INTERP_ERROR_S1_MODEL06_mass', 'INTERP_ERROR_S1_MODEL06_spin', 'INTERP_ERROR_S1_MODEL06_m_disk_radiated', 'INTERP_ERROR_S1_MODEL10_mass', 'INTERP_ERROR_S1_MODEL10_spin', 'INTERP_ERROR_S1_MODEL10_m_disk_radiated'
===================== =====
.. table:: Check sets
====================== ======
Set name checks
====================== ======
'CHECK_AFTER_CREATE'
'CHECK_AFTER_COMBINE' 'failure_rate'
'CHECK_AFTER_EXTRA' 'CO_type', 'SN_type'
'CHECK_AFTER_TRAINING'
====================== ======