candl
================================================

Interface with candl.

+-------------+----------------------------------------------+
| File        | likelihood/candl/candl_cosmosis_interface.py |
+-------------+----------------------------------------------+
| Attribution | Y. Omori                                     |
+-------------+----------------------------------------------+
|             | L. Balkenhol                                 |
+-------------+----------------------------------------------+
| URL         | https://github.com/Lbalkenhol/candl          |
+-------------+----------------------------------------------+
| Citations   | https://doi.org/10.48550/arXiv.2401.13433    |
+-------------+----------------------------------------------+

Interface to candl.


Assumptions
-----------

 - candl python module



Setup Parameters
----------------

.. list-table::
   :header-rows: 1

   * - Name
     - Type
     - Default
     - Description

   * - data_set
     - str
     - 
     - The data set to use
   * - variant
     - str
     - None
     - Variant of the data set requested, if applicable.
   * - lensing
     - bool
     - True
     - Lensing likelihood (or primary CMB).
   * - feedback
     - bool
     - True
     - Whether to generate feedback from the likelihood initialisation.
   * - data_selection
     - any
     - ...
     - Further data selection
   * - clear_1d_internal_priors
     - bool
     - True
     - Delete all 1d Gaussian priors implemented in candl.
   * - clear_nd_internal_priors
     - bool
     - False
     - Delete all >1d Gaussian priors implemented in candl. Beware: CosmoSIS does not have support for higher-dimensional Gaussian priors.
   * - force_ignore_transformations
     - str
     - None
     - Backdoor to explicitly ignore certain transformations in the data model. See candl documentation for more information.


Input values
----------------

.. list-table::
   :header-rows: 1

   * - Section
     - Name
     - Type
     - Default
     - Description

   * - cmb_cl
     - ell
     - real 1d
     - 
     - CMB power spectrum ell values of other inputs
   * - 
     - tt
     - real 1d
     - 
     - Lensed CMB temperature power spectrum in ell(ell+1)/2pi units
   * - 
     - te
     - real 1d
     - 
     - Lensed CMB temperature-E-mode polarization cross power spectrum in ell(ell+1)/2pi units
   * - 
     - ee
     - real 1d
     - 
     - Lensed CMB E-mode polaration power spectrum in ell(ell+1)/2pi units
   * - 
     - bb
     - real 1d
     - 
     - Lensed CMB B-mode polaration power spectrum in ell(ell+1)/2pi units
   * - 
     - pp
     - real 1d
     - 
     - CMB lensing phi-phi power spectrum in ell(ell+1)/2pi units


Output values
----------------


.. list-table:: Output values
   :header-rows: 1

   * - Section
     - Name
     - Type
     - Description

   * - likelihoods
     - candl_like
     - real
     - candl likelihood