From 2068146b1577bb67d3df6c28084860a07126195e Mon Sep 17 00:00:00 2001 From: Serena Giardiello <67148348+sgiardie@users.noreply.github.com> Date: Tue, 23 May 2023 15:51:24 +0100 Subject: [PATCH] Setting up documentation for mflike (#121) * first commit to set docs for mflike * modifications * adding figure * reformatting * docs for mflike and theoryforge * small fixes * adding documentation for bandpass * adding foreground docs * Update bandpass.py Add link referring to bandpass shift bug. * codestyle update bandpass.py --------- Co-authored-by: Ian Harrison --- docs/bandpass.rst | 11 ++++ docs/foreground.rst | 11 ++++ docs/images/mflike_scheme.png | Bin 0 -> 158847 bytes docs/index.rst | 4 ++ docs/mflike.rst | 24 ++++++++ soliket/bandpass.py | 68 +++++++++++++++++++++++ soliket/foreground.py | 37 ++++++++++++- soliket/mflike/mflike.py | 80 +++++++++++++++++++++++---- soliket/mflike/theoryforge_MFLike.py | 77 +++++++++++++++++++++++++- 9 files changed, 296 insertions(+), 16 deletions(-) create mode 100644 docs/bandpass.rst create mode 100644 docs/foreground.rst create mode 100644 docs/images/mflike_scheme.png create mode 100644 docs/mflike.rst diff --git a/docs/bandpass.rst b/docs/bandpass.rst new file mode 100644 index 00000000..68cf98e1 --- /dev/null +++ b/docs/bandpass.rst @@ -0,0 +1,11 @@ +Bandpass +======== + +Bandpass computation +-------------------- + +.. automodule:: soliket.bandpass + :exclude-members: initialize + :members: + :show-inheritance: + :private-members: diff --git a/docs/foreground.rst b/docs/foreground.rst new file mode 100644 index 00000000..058da782 --- /dev/null +++ b/docs/foreground.rst @@ -0,0 +1,11 @@ +Foreground +========== + +Foreground computation +---------------------- + +.. autoclass:: soliket.Foreground + :members: + :show-inheritance: + :private-members: + diff --git a/docs/images/mflike_scheme.png b/docs/images/mflike_scheme.png new file mode 100644 index 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should be used with caution. + Builds the bandpass transmission + :math:`\frac{\frac{\partial B_{\nu+\Delta \nu}}{\partial T} + (\nu+\Delta \nu)^2 \tau(\nu+\Delta \nu)}{\int d\nu + \frac{\partial B_{\nu}}{\partial T} (\nu)^2 \tau(\nu)}` + using passbands :math:`\tau(\nu)` (in RJ units, not read from file) + and bandpass shift :math:`\Delta \nu`. :math:`\tau(\nu)` is built as a top-hat + with width ``bandint_width`` and number of samples ``nsteps``, + read from the ``BandPass.yaml``. + If ``nstep = 1`` and ``bandint_width = 0``, the passband is a Dirac delta + centered at :math:`\nu+\Delta \nu`. + + :param *params: dictionary of nuisance parameters + :return: the list of [nu, transmission] in the multifrequency case + or just an array of frequencies in the single frequency one + """ if not hasattr(self.bandint_width, "__len__"): self.bandint_width = np.full_like(self.freqs, self.bandint_width, @@ -158,6 +204,12 @@ def _bandpass_construction(self, **params): # trans_norm = np.trapz(bp * _cmb2bb(nu_ghz), nu_ghz) # self.external_bandpass.append([fr, nu_ghz, bp / trans_norm]) def _init_external_bandpass_construction(self, path, arrays): + """ + Initializes the passband reading for ``_external_bandpass_construction``. + + :param path: path of the passband txt file + :param arrays: list of arrays + """ self.external_bandpass = [] for array in arrays: fr, pa = _get_fr(array) @@ -174,6 +226,22 @@ def _init_external_bandpass_construction(self, path, arrays): # trans = bp * _cmb2bb(nub) # bandint_freqs.append([nub, trans]) def _external_bandpass_construction(self, **params): + r""" + Note: There is currently + `a known bug `_ here where the + denominator does not depend on the bandpass shift as it should. + Results should be used with caution. + Builds bandpass transmission + :math:`\frac{\frac{\partial B_{\nu+\Delta \nu}}{\partial T} + (\nu+\Delta \nu)^2 \tau(\nu+\Delta \nu)}{\int d\nu + \frac{\partial B_{\nu}}{\partial T} (\nu)^2 \tau(\nu)}` + using passbands :math:`\tau(\nu)` (in RJ units) read from file and + possible bandpass shift parameters :math:`\Delta \nu`. + + :param *params: dictionary of nuisance parameters + + :return: the list of [nu, transmission] + """ bandint_freqs = [] order = [] for pa, fr, nu_ghz, bp in self.external_bandpass: diff --git a/soliket/foreground.py b/soliket/foreground.py index 1d6662d9..d0822a0b 100644 --- a/soliket/foreground.py +++ b/soliket/foreground.py @@ -15,7 +15,11 @@ class Foreground(Theory): # Initializes the foreground model. It sets the SED and reads the templates def initialize(self): - + """ + Initializes the foreground models from ``fgspectra``. Sets the SED + of kSZ, tSZ, dust, radio, CIB Poisson and clustered, + tSZxCIB, and reads the templates for CIB and tSZxCIB. + """ from fgspectra import cross as fgc from fgspectra import frequency as fgf from fgspectra import power as fgp @@ -68,6 +72,24 @@ def _get_foreground_model(self, freqs=None, bandint_freqs=None, **fg_params): + r""" + Gets the foreground power spectra for each component computed by ``fgspectra``. + The computation assumes the bandpass transmissions from the ``BandPass`` class + and integration in frequency is performed if the passbands are not Dirac delta. + + :param requested_cls: the fields required. If ``None``, + it uses the default ones in the + ``Foreground.yaml`` + :param ell: ell range. If ``None`` the default range + set in ``Foreground.yaml`` is used + :param freqs: list of frequency channels. If ``None``, + it uses the default ones in the ``Foreground.yaml`` + :param bandint_freqs: the bandpass transmissions. If ``None`` it uses ``freqs``, + otherwise the transmissions computed by the ``BandPass`` + class + + :return: the foreground dictionary + """ if not requested_cls: requested_cls = self.requested_cls @@ -210,10 +232,18 @@ def must_provide(self, **requirements): return {"bandint_freqs": {"freqs": self.freqs}} def get_bandpasses(self, **params): + """ + Gets bandpass transmissions from the ``BandPass`` class. + """ return self.provider.get_bandint_freqs() def calculate(self, state, want_derived=False, **params_values_dict): - + """ + Fills the ``state`` dictionary of the ``Foreground`` Theory class + with the foreground spectra, computed using the bandpass + transmissions from the ``BandPass`` class and the sampled foreground + parameters. + """ self.bandint_freqs = self.get_bandpasses(**params_values_dict) fg_params = {k: params_values_dict[k] for k in self.expected_params_fg} state["fg_dict"] = self._get_foreground_model(requested_cls=self.requested_cls, @@ -222,4 +252,7 @@ def calculate(self, state, want_derived=False, **params_values_dict): **fg_params) def get_fg_dict(self): + """ + Returns the ``state`` dictionary of fogreground spectra + """ return self.current_state["fg_dict"] diff --git a/soliket/mflike/mflike.py b/soliket/mflike/mflike.py index df0cf5cb..0220b7a2 100644 --- a/soliket/mflike/mflike.py +++ b/soliket/mflike/mflike.py @@ -1,10 +1,28 @@ -""" +r""" .. module:: mflike -:Synopsis: Definition of simplistic likelihood for Simons Observatory +:Synopsis: Multi frequency likelihood for TTTEEE CMB power spectra for Simons Observatory :Authors: Thibaut Louis, Xavier Garrido, Max Abitbol, Erminia Calabrese, Antony Lewis, David Alonso. +MFLike is a multi frequency likelihood code interfaced with the Cobaya +sampler and a theory Boltzmann code such as CAMB, CLASS or Cosmopower. +The ``MFLike`` likelihood class reads the data file (in ``sacc`` format) +and all the settings +for the MCMC run (such as file paths, :math:`\ell` ranges, experiments +and frequencies to be used, parameters priors...) +from the ``MFLike.yaml`` file. + +The theory :math:`C_{\ell}` are then summed to the (possibly frequency +integrated) foreground power spectra and modified by systematic effects +in the ``TheoryForge_MFLike`` class. The foreground power spectra are +computed by the ``soliket.Foreground`` class, while the bandpasses from +the ``soliket.BandPass`` one; the ``Foreground`` class is required by +``TheoryForge_MFLike``, while ``BandPass`` is requires by ``Foreground``. +This is a scheme of how ``MFLike`` and ``TheoryForge_MFLike`` are interfaced: + +.. image:: images/mflike_scheme.png + :width: 400 """ import os from typing import Optional @@ -84,6 +102,14 @@ def logp(self, **params_values): return self.loglike(cmbfg_dict) def loglike(self, cmbfg_dict): + """ + Computes the gaussian log-likelihood + + :param cmbfg_dict: the dictionary of theory + foregrounds + :math:`D_{\ell}` + + :return: the exact loglikelihood :math:`\ln \mathcal{L}` + """ ps_vec = self._get_power_spectra(cmbfg_dict) delta = self.data_vec - ps_vec logp = -0.5 * (delta @ self.inv_cov @ delta) @@ -94,6 +120,14 @@ def loglike(self, cmbfg_dict): return logp def prepare_data(self, verbose=False): + """ + Reads the sacc data, extracts the data tracers, + trims the spectra and covariance according to the ell scales + set in the input file. It stores the ell vector, the deta vector + and the covariance in a GaussianData object. + If ``verbose=True``, it plots the tracer names, the spectrum name, + the shape of the indices array, lmin, lmax. + """ import sacc data = self.data # Read data @@ -134,10 +168,15 @@ def xp_nu(xp, nu): return f"{xp}_{nu}" def get_cl_meta(spec): - # For each of the entries of the `spectra` section of the - # yaml file, extract the relevant information: experiments, - # frequencies, polarization combinations, scale cuts and - # whether TE should be symmetrized. + """ + Lower-level function of `prepare_data`. + For each of the entries of the `spectra` section of the + yaml file, extracts the relevant information: experiments, + frequencies, polarization combinations, scale cuts and + whether TE should be symmetrized. + + :param spec: the dictionary ``data["spectra"]`` + """ # Experiments/frequencies exp_1, exp_2 = spec["experiments"] freq_1, freq_2 = spec["frequencies"] @@ -167,10 +206,22 @@ def get_cl_meta(spec): return exp_1, exp_2, freq_1, freq_2, pols, scls, symm def get_sacc_names(pol, exp_1, exp_2, freq_1, freq_2): - # Translate the polarization combination, experiment - # and frequency names of a given entry in the `spectra` - # part of the input yaml file into the names expected - # in the SACC files. + """ + Lower-level function of `prepare_data`. + Translates the polarization combination, experiment + and frequency names of a given entry in the `spectra` + part of the input yaml file into the names expected + in the SACC files. + + :param pol: temperature or polarization fields, i.e. 'TT', 'TE' + :param exp_1: experiment of map 1 + :param exp_2: experiment of map 2 + :param freq_1: frequency of map 1 + :param freq_2: frequency of map 2 + + :return: tracer name 1, tracer name 2, string for :math:`C_{\ell}` + type + """ p1, p2 = pol tname_1 = xp_nu(exp_1, freq_1) tname_2 = xp_nu(exp_2, freq_2) @@ -340,7 +391,14 @@ def get_sacc_names(pol, exp_1, exp_2, freq_1, freq_2): self.data = GaussianData("mflike", self.ell_vec, self.data_vec, self.cov) def _get_power_spectra(self, cmbfg): - # Get Dl's from the theory component + """ + Get :math:`D_{\ell}` from the theory component + already modified by ``theoryforge_MFLike`` + + :param cmbfg: the dictionary of theory+foreground :math:`D_{\ell}` + + :return: the binned data vector + """ ps_vec = np.zeros_like(self.data_vec) DlsObs = dict() # Note we rescale l_bpws because cmbfg spectra start from l=2 diff --git a/soliket/mflike/theoryforge_MFLike.py b/soliket/mflike/theoryforge_MFLike.py index 79c9955a..5432c3e5 100644 --- a/soliket/mflike/theoryforge_MFLike.py +++ b/soliket/mflike/theoryforge_MFLike.py @@ -1,3 +1,7 @@ +""" +**This class will be heavily modified with the updated version of mflike** +""" + import numpy as np import os from typing import Optional @@ -102,7 +106,20 @@ def get_cmbfg_dict(self): return self.current_state["cmbfg_dict"] def get_modified_theory(self, Dls, fg_dict, **params): - + """ + Takes the theory :math:`D_{\ell}`, sums it to the total + foreground power spectrum (possibly computed with bandpass + shift and bandpass integration) and applies calibration, + polarization angles rotation and systematic templates. + + :param Dls: CMB theory spectra + :param fg_dict: total foreground spectra, provided by + ``soliket.Foreground`` + :param *params: dictionary of nuisance and foregrounds parameters + + :return: the CMB+foregrounds :math:`D_{\ell}` dictionary, + modulated by systematics + """ self.Dls = Dls nuis_params = {k: params[k] for k in self.expected_params_nuis} @@ -130,7 +147,31 @@ def get_modified_theory(self, Dls, fg_dict, **params): def _get_calibrated_spectra(self, dls_dict, **nuis_params): - + r""" + Calibrates the spectra through calibration factors at + the map level: + + .. math:: + + D^{{\rm cal}, TT, \nu_1 \nu_2}_{\ell} &= {\rm cal}_{G}\, + {\rm cal}^{\nu_1}_{\rm T}\, + {\rm cal}^{\nu_2}_{\rm T}\, D^{TT, \nu_1 \nu_2}_{\ell} + + D^{{\rm cal}, TE, \nu_1 \nu_2}_{\ell} &= {\rm cal}_{G}\, + {\rm cal}^{\nu_1}_{\rm T}\, + {\rm cal}^{\nu_2}_{\rm E}\, D^{TT, \nu_1 \nu_2}_{\ell} + + D^{{\rm cal}, EE, \nu_1 \nu_2}_{\ell} &= {\rm cal}_{G}\, + {\rm cal}^{\nu_1}_{\rm E}\, + {\rm cal}^{\nu_2}_{\rm E}\, D^{EE, \nu_1 \nu_2}_{\ell} + + It uses the ``syslibrary.syslib_mflike.Calibration_alm`` function. + + :param dls_dict: the CMB+foregrounds :math:`D_{\ell}` dictionary + :param *nuis_params: dictionary of nuisance parameters + + :return: dictionary of calibrated CMB+foregrounds :math:`D_{\ell}` + """ from syslibrary import syslib_mflike as syl cal_pars = {} @@ -154,7 +195,24 @@ def _get_calibrated_spectra(self, dls_dict, **nuis_params): ########################################################################### def _get_rotated_spectra(self, dls_dict, **nuis_params): + r""" + Rotates the polarization spectra through polarization angles: + + .. math:: + + D^{{\rm rot}, TE, \nu_1 \nu_2}_{\ell} &= \cos(\alpha^{\nu_2}) + D^{TE, \nu_1 \nu_2}_{\ell} + + D^{{\rm rot}, EE, \nu_1 \nu_2}_{\ell} &= \cos(\alpha^{\nu_1}) + \cos(\alpha^{\nu_2}) D^{EE, \nu_1 \nu_2}_{\ell} + It uses the ``syslibrary.syslib_mflike.Rotation_alm`` function. + + :param dls_dict: the CMB+foregrounds :math:`D_{\ell}` dictionary + :param *nuis_params: dictionary of nuisance parameters + + :return: dictionary of rotated CMB+foregrounds :math:`D_{\ell}` + """ from syslibrary import syslib_mflike as syl rot_pars = [nuis_params['alpha_' + str(fr)] for fr in self.freqs] @@ -172,7 +230,11 @@ def _get_rotated_spectra(self, dls_dict, **nuis_params): # Initializes the systematics templates # This is slow, but should be done only once def _init_template_from_file(self): - + """ + Reads the systematics template from file, using + the ``syslibrary.syslib_mflike.ReadTemplateFromFile`` + function. + """ from syslibrary import syslib_mflike as syl # decide where to store systematics template. @@ -182,7 +244,16 @@ def _init_template_from_file(self): self.dltempl_from_file = templ_from_file(ell=self.ell) def _get_template_from_file(self, dls_dict, **nuis_params): + """ + Adds the systematics template, modulated by ``nuis_params['templ_freq']`` + parameters, to the :math:`D_{\ell}`. + + :param dls_dict: the CMB+foregrounds :math:`D_{\ell}` dictionary + :param *nuis_params: dictionary of nuisance parameters + :return: dictionary of CMB+foregrounds :math:`D_{\ell}` + with systematics templates + """ # templ_pars=[nuis_params['templ_'+str(fr)] for fr in self.freqs] # templ_pars currently hard-coded # but ideally should be passed as input nuisance