From 666a65628479aa99eee91fc31869ea385a404ce2 Mon Sep 17 00:00:00 2001 From: Arthur Loureiro Date: Tue, 5 Dec 2023 13:45:33 +0100 Subject: [PATCH 1/3] added CI --- .github/workflows/CI.yml | 57 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 .github/workflows/CI.yml diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml new file mode 100644 index 0000000..7e2a630 --- /dev/null +++ b/.github/workflows/CI.yml @@ -0,0 +1,57 @@ +# Author - Stuart McAlpine - stuart.mcalpine@fysik.su.se - Jan 2023 +name: DESC Legacy Blinding for Cosmosis + +# How does the workflow get triggered? +on: + # Triggers when push/pull-request made to the main branch. + pull_request: + branches: + - main + push: + branches: + - main + - develop + +# List of jobs for this workflow. + +jobs: + # Our pytest job. + legacy_blinding-pytest: + # Our strategy lists the OS and Python versions we want to test on. + strategy: + # Don't quit all jobs if only one job fails. + fail-fast: false + matrix: + python-version: ["3.9"] + os: [ubuntu-20.04, macos-latest] + include: + - os: ubuntu-20.04 + INSTALL_DEPS: sudo apt-get update && sudo apt-get -y install gfortran-7 swig libopenmpi-dev openmpi-bin libopenblas-dev && sudo ln -s `which gfortran-7` /usr/local/bin/gfortran + - os: macos-latest + INSTALL_DEPS: brew update-reset && HOMEBREW_NO_AUTO_UPDATE=1 HOMEBREW_NO_INSTALLED_DEPENDENTS_CHECK=1 brew install gcc swig libomp open-mpi openblas && if [ ! -f /usr/local/bin/gfortran ]; then ln -s /usr/local/bin/gfortran-$(brew list --versions gcc | awk '{print $2}' | cut -d. -f1) /usr/local/bin/gfortran; fi + + # What operating system is this job running on? + runs-on: ${{ matrix.os }} + + # Our CI steps for this job. + steps: + # Check out this repository code. + - name: Check out repository code + uses: actions/checkout@v3 + + # Install Python. + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + + - name: Install dependencies + run: ${{ matrix.INSTALL_DEPS }} + + # Install our package. + - name: Install legacy_blinding + run: | + cd legacy_blinding + python -m pip install --upgrade pip + python -m pip install . + pytest ./tests From 17d9b9a1ab545e3b9784ef88abee22acbc77136b Mon Sep 17 00:00:00 2001 From: Arthur Loureiro Date: Tue, 5 Dec 2023 13:48:39 +0100 Subject: [PATCH 2/3] Migration of Legacy Blinding code from the Blinding repo --- .github/workflows/CI.yml | 1 - README.md | 40 +- pyproject.toml | 37 ++ src/.DS_Store | Bin 0 -> 6148 bytes src/blind_2pt_cosmosis/.DS_Store | Bin 0 -> 6148 bytes src/blind_2pt_cosmosis/__init__.py | 2 + src/blind_2pt_cosmosis/__main__.py | 49 +++ src/blind_2pt_cosmosis/_version.py | 1 + .../blinding_values_template.ini | 69 +++ .../default_blinding_template.ini | 51 +++ .../cosmosis_files/params.ini | 311 ++++++++++++++ .../cosmosis_files/priors.ini | 29 ++ .../cosmosis_files/sim_fiducial.fits | Bin 0 -> 6586560 bytes .../cosmosis_files/sim_fiducial.fits_cov.png | Bin 0 -> 645170 bytes .../sim_fiducial.fits_gammat.png | Bin 0 -> 206451 bytes .../sim_fiducial.fits_nz_lens.png | Bin 0 -> 119223 bytes .../sim_fiducial.fits_nz_source.png | Bin 0 -> 186916 bytes .../sim_fiducial.fits_wtheta.png | Bin 0 -> 51038 bytes .../cosmosis_files/sim_fiducial.fits_xim.png | Bin 0 -> 127820 bytes .../cosmosis_files/sim_fiducial.fits_xip.png | Bin 0 -> 137316 bytes .../cosmosis_files/sim_fiducial_BLINDED.fits | Bin 0 -> 6598080 bytes .../sim_fiducial_BLINDED.fits_cov.png | Bin 0 -> 645170 bytes .../sim_fiducial_BLINDED.fits_gammat.png | Bin 0 -> 172505 bytes .../sim_fiducial_BLINDED.fits_nz_lens.png | Bin 0 -> 119223 bytes .../sim_fiducial_BLINDED.fits_nz_source.png | Bin 0 -> 186916 bytes .../sim_fiducial_BLINDED.fits_wtheta.png | Bin 0 -> 52530 bytes .../sim_fiducial_BLINDED.fits_xim.png | Bin 0 -> 128286 bytes .../sim_fiducial_BLINDED.fits_xip.png | Bin 0 -> 137685 bytes .../cosmosis_files/type_table.txt | 16 + .../cosmosis_files/values.ini | 70 +++ src/blind_2pt_cosmosis/io.py | 149 +++++++ src/blind_2pt_cosmosis/param_shifts.py | 121 ++++++ src/blind_2pt_cosmosis/run_cosmosis_2pt.py | 89 ++++ src/blind_2pt_cosmosis/twopt_utils.py | 400 ++++++++++++++++++ tests/__init__.py | 0 tests/test_io.py | 51 +++ tests/test_param_shifts.py | 96 +++++ tests/test_twopt_utils.py | 61 +++ 38 files changed, 1640 insertions(+), 3 deletions(-) create mode 100644 pyproject.toml create mode 100644 src/.DS_Store create mode 100644 src/blind_2pt_cosmosis/.DS_Store create mode 100644 src/blind_2pt_cosmosis/__init__.py create mode 100644 src/blind_2pt_cosmosis/__main__.py create mode 100644 src/blind_2pt_cosmosis/_version.py create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/blinding_values_template.ini create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/default_blinding_template.ini create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/params.ini create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/priors.ini create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_cov.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_gammat.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_nz_lens.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_nz_source.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_wtheta.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_xim.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits_xip.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_cov.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_gammat.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_nz_lens.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_nz_source.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_wtheta.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_xim.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial_BLINDED.fits_xip.png create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/type_table.txt create mode 100644 src/blind_2pt_cosmosis/cosmosis_files/values.ini create mode 100644 src/blind_2pt_cosmosis/io.py create mode 100644 src/blind_2pt_cosmosis/param_shifts.py create mode 100644 src/blind_2pt_cosmosis/run_cosmosis_2pt.py create mode 100644 src/blind_2pt_cosmosis/twopt_utils.py create mode 100644 tests/__init__.py create mode 100644 tests/test_io.py create mode 100644 tests/test_param_shifts.py create mode 100644 tests/test_twopt_utils.py diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml index 7e2a630..d3b6b70 100644 --- a/.github/workflows/CI.yml +++ b/.github/workflows/CI.yml @@ -51,7 +51,6 @@ jobs: # Install our package. - name: Install legacy_blinding run: | - cd legacy_blinding python -m pip install --upgrade pip python -m pip install . pytest ./tests diff --git a/README.md b/README.md index 7cf7a0a..d1954ff 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,38 @@ -# legacy_blinding -Repository with Legacy Cosmology Blinding for 3x2pt data-vector blinding using Cosmosis v2 +# Legacy Cosmosis Blinding for 2pt Data-Vectors using Cosmosis + +This folder contains an implementation of [Muir et al. 2020](https://arxiv.org/abs/1911.05929) data-vector blinding strategy using Cosmosis V2. +The package in this folder is a direct adaptation of Jessie Muir's DES Y3 blinding scripts to the DESC context. + +## Installation +- Install cosmosis via `conda install -c conda-forge cosmosis` +- Activate the cosmosis configuration via `source cosmosis-configure` +- Install the cosmosis standard library via `conda install -c conda-forge cosmosis-build-standard-library` +- Install the standard library in the correct cosmosis folder `cosmosis-build-standard-library -i` + +### Legacy Blinding installation +Simply install with +```bash +python -m pip install -e . +``` + +### Test the installation +To run the unit tests: +```bash +cd tests +pytest . +``` + +## Usage +> Don't forget to `source cosmosis-configure` + +To get the docstring on the command-line interface: +``` +python -m blind_2pt_cosmosis --help +``` + +To run an example: +```bash +python -m blind_2pt_cosmosis -u src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits [--log-level DEBUG] +``` + +[!] Note: You can also include all the command line arguments in a `.config` file and call `python -m blind_2pt_cosmosis @example.config` instead. This will be adapted to use `yaml` files in the near future. \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..c277cf7 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,37 @@ +[build-system] +requires = ["setuptools", "wheel"] +build-backend = "setuptools.build_meta" + +[project] +name = "legacy_blinding" +description = "Legacy Cosmosis Blinding for DESC. This is a Cosmosis V2 port of Jessie Muir's legacy_blinding scripts for DES-Y3." +readme = "README.md" +requires-python = ">=3.8" +license = {file = "LICENSE"} +maintainers = [ + {name = "Arthur Loureiro", email = "arthur.loureiro@fysik.su.se"}, + {name = "Jessie Muir", email = "jmuir@perimeterinstitute.ca"}, +] +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: MIT License", + "Operating System :: OS Independent", +] +dependencies = [ + "numpy>=1.24.0", + "scipy>=1.9.0", + "cosmosis>=2.5", + "astropy>=5.1", + "pytest>=7.2.5", + "argparse>=1.0", + "sacc>=0.12", +] +keywords = ["desc", "python", "blinding", "cosmosis"] +dynamic = ["version"] + +[tool.setuptools.packages.find] +where = ["src"] + +[tool.setuptools.package-data] +"blind_2pt_cosmosis" = ["cosmosis_files/*.txt", "cosmosis_files/*.ini"] + diff --git a/src/.DS_Store b/src/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..2e9041f9e8b102d108b9a7d1cdcf7d7a950072ee GIT binary patch literal 6148 zcmeH~QA@)x5XUdubS*;|qOiw;uY#R06?`dkegP}`pfX!KwAeLc?d-!C^jW`zM`jdDU)zs55kLhQ1qKyCo;{0I30{tLL3b++257 zw(NehHJ!HIUFV=P+jXYx!y~M>-Htn(+1B>X-tk%gF&U=vSqm=kTU54TIL8ZCezevn zf1D;Vy~p_ZSo1NMtN<&(3ao+xW^c0^tFRbe11rD^{Hg-9KRD<_&#=@~TL%{O`$+vY zA{o}{E)v?0*eY%^<$IH|I_d9|BFfd#0sziE2V&__55BJmt@Y?rNz-%>!9DFlTlo$`H_MZ ibrfSP9mOqlW!Uae1?d@ReGrR2Du#*J<;mw9^02=@-RKijXn=gdMNmry~JcL5cAt8YfwGa0z z(d_t-4A9wa!yVAcja6HmUkDM5APKT$5=1hJfEoA|19U$)sD!S;T%)==u%X{a8m|zN zpiOTHLdT$MFxQA9C_<+q>QrH#7(%C`-!XBn!Ca$G2ccHRdCbbfyikN%9sQ092jObu zmKk6MmKiAPu1)p-^!xY!auWBL0cK#W7!Z}7-}7)wrnatZj%uxgdW%Xzak<9N6f{&R g##k!F4OAuQcgR3=4dxorgTg-oiUw|&fj?#71CB{iIRF3v literal 0 HcmV?d00001 diff --git a/src/blind_2pt_cosmosis/__init__.py b/src/blind_2pt_cosmosis/__init__.py new file mode 100644 index 0000000..d4def22 --- /dev/null +++ b/src/blind_2pt_cosmosis/__init__.py @@ -0,0 +1,2 @@ +# Author: Arthur Loureiro & Jessie Muir +from ._version import __version__ \ No newline at end of file diff --git a/src/blind_2pt_cosmosis/__main__.py b/src/blind_2pt_cosmosis/__main__.py new file mode 100644 index 0000000..2174bd4 --- /dev/null +++ b/src/blind_2pt_cosmosis/__main__.py @@ -0,0 +1,49 @@ +import logging +from .param_shifts import draw_flat_param_shift, get_factordict +from .io import get_parser, get_stored_seed_and_tag +from .run_cosmosis_2pt import run_cosmosis_togen_2ptdict +from .twopt_utils import apply_2pt_blinding_and_save_fits + + +def main(): + """ + main function to be called from command line + """ + # gets the parser from the io module + parser = get_parser() + args = parser.parse_args() + + # Configure the logger level based on the input argument + log_level = getattr(logging, args.log_level) + logging.basicConfig(level=log_level, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s') + + # Create a logger for the __main__ module + logger = logging.getLogger("2pt_blinding") + logger.debug(args) + + params_shifts = draw_flat_param_shift(args.seed, args.paramshifts) + logger.debug(f"Parameters shifts are: {params_shifts}") + + #get blinding factors + reff_dict = run_cosmosis_togen_2ptdict(inifile=args.ini) #args.ini is a template + logger.debug(f"Calculated Reference Dict") + # FIXME: Add nz_file and angles_file to args + shift_dict = run_cosmosis_togen_2ptdict(inifile=args.ini, pdict=params_shifts, + nz_file=None, angles_file=None) + logger.debug(f"Calculated Shifted Dict") + #gets the blinding factors data vectors + factor_dict = get_factordict(reff_dict, shift_dict, bftype = args.bftype) + logger.debug(f"Calculated Blinded Data Vectors") + + # Gets some I/O information + storeseed, tagstr = get_stored_seed_and_tag(args) + + # applies the shift to the 2pt data-vector: + #FIXME: This function is also saving the file, we want to split it! + apply_2pt_blinding_and_save_fits(factor_dict, origfitsfile=args.origfits, + outfname=args.outfname, outftag=tagstr, + bftype=args.bftype, storeseed = storeseed) + + +if __name__ == '__main__': + main() diff --git a/src/blind_2pt_cosmosis/_version.py b/src/blind_2pt_cosmosis/_version.py new file mode 100644 index 0000000..d368745 --- /dev/null +++ b/src/blind_2pt_cosmosis/_version.py @@ -0,0 +1 @@ +__version__ = "2023.10.11" \ No newline at end of file diff --git a/src/blind_2pt_cosmosis/cosmosis_files/blinding_values_template.ini b/src/blind_2pt_cosmosis/cosmosis_files/blinding_values_template.ini new file mode 100644 index 0000000..354243a --- /dev/null +++ b/src/blind_2pt_cosmosis/cosmosis_files/blinding_values_template.ini @@ -0,0 +1,69 @@ +[cosmological_parameters] +omega_m = 0.1 0.3 0.9 +h0 = 0.55 0.69 0.91 +omega_b = 0.03 0.048 0.12 +n_s = 0.87 0.97 1.07 +sigma_8_input = 0.2 0.843 1.6 +A_s = 0.5e-09 2.19e-9 5.0e-09 +; omnuh2 = 0.0006 0.00083 0.01 +omnuh2 = 0.0 +massive_nu = 0 +massless_nu = 3.046 +omega_k = 0.0 +tau = 0.0697186 +w = -1.0 +;Helium mass fraction. Needed for Planck +yhe = 0.245341 + +; %include ${METHODSDIR}/cosmosis/de_models/${DEMODEL}.ini + +[shear_calibration_parameters] +m1 = -0.1 0.0 0.1 +m2 = -0.1 0.0 0.1 +m3 = -0.1 0.0 0.1 +m4 = -0.1 0.0 0.1 + +[wl_photoz_errors] +bias_1 = -0.1 0.0 0.1 +bias_2 = -0.1 0.0 0.1 +bias_3 = -0.1 0.0 0.1 +bias_4 = -0.1 0.0 0.1 + +[lens_photoz_errors] +bias_1 = -0.05 0.0 0.05 +bias_2 = -0.05 0.0 0.05 +bias_3 = -0.05 0.0 0.05 +bias_4 = -0.05 0.0 0.05 +bias_5 = -0.05 0.0 0.05 + +[bias_lens] +b1 = 0.8 1.7 3.0 +b2 = 0.8 1.7 3.0 +b3 = 0.8 1.7 3.0 +b4 = 0.8 2.0 3.0 +b5 = 0.8 2.0 3.0 + +[mag_alpha_lens] +; alpha_1 = -4. 0.903125 4. +; alpha_2 = -4. 0.68572965 4. +; alpha_3 = -4. 0.65340057 4. +; alpha_4 = -4. 1.58867862 4. +; alpha_5 = -4. 1.93754879 4. +alpha_1 = 0.903125 +alpha_2 = 0.68572965 +alpha_3 = 0.65340057 +alpha_4 = 1.58867862 +alpha_5 = 1.93754879 + +[intrinsic_alignment_parameters] +z_piv = 0.62 +A1 = -5.0 0.7 5.0 +A2 = -5.0 -1.36 5.0 +alpha1=-5.0 -1.7 5.0 +alpha2=-5.0 -2.5 5.0 +bias_ta = 0.0 1.0 2.0 +#bias_tt = 1.0 + + + + diff --git a/src/blind_2pt_cosmosis/cosmosis_files/default_blinding_template.ini b/src/blind_2pt_cosmosis/cosmosis_files/default_blinding_template.ini new file mode 100644 index 0000000..3799488 --- /dev/null +++ b/src/blind_2pt_cosmosis/cosmosis_files/default_blinding_template.ini @@ -0,0 +1,51 @@ +; ############################################################ +; This is a template file that is referenced by blind_2pt_usingcosmosis.py +; It is used as a template for running cosmosis to generate +; blinding factors to be applied to 2pt data vectors. To adapt +; for a specific pipeline: +; 1. Edit the %include params.ini line to point towards your baseline pipeline file. +; 2. The values file should be edited to match your fiducial run. Since we want +; to blind sigma8, sigma8_input needs to be in the cosmological parameters, +; so it may need to be a values file written specifically for blinding. You could +; always set it up to %include your standard values file though. +; >> the start values for each parameter is what will be used as reference vals +; when generating the blinding factors. +; 3. Make sure the file in 2PT_FILE points to a file with the format expected by +; your pipeline (with the same binning, etc.) +; 4. The modules list in [pipeline] should match your standard pipeline with a one +; addition: you need sigma8_rescale to be able to include sigma8_input as a parameter +; ############################################################ + + +; import baseline parameter file; change this to point towards the params.ini file for +; whatever main pipeline you want to mimic +%include ./src/blind_2pt_cosmosis/cosmosis_files/params.ini + +[DEFAULT] +; this 2PT file is where we'll pull the n(z) info for computing blinding factors +2PT_FILE = ./src/blind_2pt_cosmosis/cosmosis_files/sim_fiducial.fits +;2PT_FILE = pipeline/2pt_sim_1110_baseline_Y3cov.fits +;should this be my 2pt measurement DV? + +[pipeline] +; THIS MODULE LIST SHOULD MATCH YOUR SETTINGS FOR YOUR STANDARD ANALYSIS PIPELINE +quiet=T +timing=F +debug=F +priors = ./src/blind_2pt_cosmosis/cosmosis_files/priors.ini +; sigma8_rescale included so we can set sigma8 as input +modules = consistency camb extrapolate fits_nz lens_photoz_bias fast_pt source_photoz_bias unbiased_galaxies IA pk_to_cl_gg pk_to_cl add_magnification add_intrinsic 2pt_shear 2pt_gal 2pt_gal_shear shear_m_bias 2pt_like +; if you want to blind sigma_8, set up values file to have sigma8_input as a parameter rather than A_s +values = ./src/blind_2pt_cosmosis/cosmosis_files/blinding_values_template.ini + + +[sigma8_rescale] +file = cosmosis-standard-library/utility/sample_sigma8/sigma8_rescale.py + +[test] +; if the sampler happens to be set to test, make sure it doesn't +; save any output when we do blinding. We don't want to see the cosmology +; and 2pt functions that go into making the blinding factor! +save_dir= + + diff --git a/src/blind_2pt_cosmosis/cosmosis_files/params.ini b/src/blind_2pt_cosmosis/cosmosis_files/params.ini new file mode 100644 index 0000000..06b575b --- /dev/null +++ b/src/blind_2pt_cosmosis/cosmosis_files/params.ini @@ -0,0 +1,311 @@ +;params.ini + +[runtime] +sampler = test +root = ${COSMOSIS_SRC_DIR} +; pre_script=./pre_script.sh + +[DEFAULT] +BASELINE_DIR=. +DATAVECTOR_DIR=. +2PT_FILE=./sim_fiducial.fits +2PT_DATA_SETS = xip xim gammat wtheta +RUN_NAME = fiducial +; use as the last item in the pipeline to switch between 2pt_like and save_2pt +ACTION = save_2pt +DATAFILE = fiducial + + +[multinest] +max_iterations=50000 +multinest_outfile_root=%(RUN_NAME)s/mn_${DATAFILE} +resume=T +# Testing with Posteriors only: These settings are very fast (~6h, 128 cores) +# and produce reasonably good posteriors, but completely unreliable evidences. +# Useful for very preliminary results and debugging: +live_points=250 +efficiency=0.3 +tolerance=0.01 +constant_efficiency=F +#this is usually known as the "suggested standard run" +#(should give decent results for posteriors and evidence in a Y1KP-like analysis) +#depending on your applications, it could be inappropriate +; live_points=500 +; efficiency=0.3 +; tolerance=0.1 +; constant_efficiency=F + +[output] +filename= %(RUN_NAME)s/chain_%(RUN_NAME)s_${DATAFILE}.txt +format=text +lock=F +privacy=F + +[emcee] +walkers = 100 +samples = 1000 +nsteps = 5 + +[star] +nsample_dimension = 50 + + +[test] +save_dir=%(RUN_NAME)s/test_%(RUN_NAME)s +fatal_errors=T + +[pipeline] +modules = consistency camb extrapolate fits_nz lens_photoz_bias fast_pt source_photoz_bias unbiased_galaxies IA pk_to_cl_gg pk_to_cl add_magnification add_intrinsic 2pt_shear 2pt_gal 2pt_gal_shear shear_m_bias %(ACTION)s + +quiet=T +timing=F +debug=F +priors = priors.ini +values = values.ini +extra_output = cosmological_parameters/sigma_8 + +; enable this if your sampler supports it (MN does not) +fast_slow=F +first_fast_module=shear_m_bias + + +[bin_bias] +file = cosmosis-standard-library/bias/binwise_bias/bin_bias.py +perbin=T + +[consistency] +file = cosmosis-standard-library/utility/consistency/consistency_interface.py + +[camb] +file = cosmosis-standard-library/boltzmann/camb/camb_interface.py +mode=all +lmax=2500 +feedback=0 +kmin=1e-5 +kmax=10.0 +nk=400 + +;[halofit] +;file = cosmosis-standard-library/boltzmann/halofit_takahashi/halofit_interface.so +;nk=700 + +[extrapolate] +file = cosmosis-standard-library/boltzmann/extrapolate/extrapolate_power.py +kmax = 500. + +[fits_nz] +file = cosmosis-standard-library/number_density/load_nz_fits/load_nz_fits.py +nz_file = %(2PT_FILE)s +data_sets = lens source +prefix_section = T +prefix_extension = T + +#the two modules below might be replaced in the future by a different parametrization +[lens_photoz_bias] +file = cosmosis-standard-library/number_density/photoz_bias/photoz_bias.py +mode = additive +sample = nz_lens +bias_section = lens_photoz_errors +interpolation = linear + +[source_photoz_bias] +file = cosmosis-standard-library/number_density/photoz_bias/photoz_bias.py +mode = additive +sample = nz_source +bias_section = wl_photoz_errors +interpolation = linear + +[unbiased_galaxies] +file = cosmosis-standard-library/bias/no_bias/no_bias.py +use_lin_power = False + + +[IA_old] +#linear_alignments_interface.py +file=cosmosis-standard-library/intrinsic_alignments/la_model/linear_alignments_interface.py +method=bk_corrected +do_galaxy_intrinsic=T + +[IA] +file=cosmosis-standard-library/intrinsic_alignments/tatt/tatt_interface.py +mode=all +sub_lowk=F +sub_const=F +include_s2_terms=F +do_galaxy_intrinsic=F +ia_model=tatt +Asigma8=F + + +[ia_z_field] +file = ${COSMOSIS_SRC_DIR}/cosmosis-standard-library/intrinsic_alignments/z_powerlaw/ia_z_powerlaw.py +do_galaxy_intrinsic = T + +[pk_to_cl] +file = cosmosis-standard-library/structure/projection/project_2d.py +ell_min_logspaced = 0.1 +ell_max_logspaced = 5.0e5 +; n_ell_logspaced = 400 +n_ell_logspaced = 100 +shear-shear = source-source +shear-intrinsic = source-source +intrinsic-intrinsic = source-source +intrinsicb-intrinsicb=source-source +lingal-shear = lens-source +lingal-intrinsic = lens-source +lingal-magnification = lens-lens +magnification-shear = lens-source +magnification-magnification = lens-lens +magnification-intrinsic = lens-source + +verbose = F +get_kernel_peaks = F +sig_over_dchi = 20. +shear_kernel_dchi = 10. + +[pk_to_cl_gg] +file = cosmosis-standard-library/structure/projection/project_2d.py +lingal-lingal = lens-lens +do_exact = lingal-lingal +do_rsd = True +ell_min_linspaced = 1 +; ell_min_linspaced=1 +ell_max_linspaced = 4 +; ell_max_linspaced=9 +n_ell_linspaced = 5 +; n_ell_linspaced=10 +; ell_min_logspaced=10. +; ell_max_logspaced=1.e5 +ell_min_logspaced = 5. +ell_max_logspaced = 5.e5 +n_ell_logspaced = 80 +; n_ell_logspaced=150 +limber_ell_start = 200 +; limber_ell_start=201 +ell_max_logspaced=1.e5 +auto_only=lingal-lingal +sig_over_dchi_exact = 3.5 + +[add_magnification] +file = cosmosis-standard-library/structure/magnification/add_magnification.py +include_intrinsic=T + +[add_intrinsic] +file=cosmosis-standard-library/shear/add_intrinsic/add_intrinsic.py +shear-shear=T +position-shear=T +perbin=F + +;[add_eb] +;file = cosmosis-des-library/IAs/add_bmode_cl/add_bmode_cl.py + + +[choose_xip] +file = cosmosis-standard-library/utility/copy/copy_section.py +# copy shear_xi_eplusb_plus->shear_xi_plus +# and shear_xi_eminusb_minus->shear_xi_minus +;source = shear_xi_eplusb_plus shear_xi_eminusb_minus +;source = xiplus_i_j ximinus_i_j +dest = shear_xi_plus shear_xi_minus + +[fast_pt] +file = cosmosis-standard-library/structure/fast_pt/fast_pt_interface.py +do_ia = T +k_res_fac = 0.5 +verbose = F + +[shear_m_bias] +file = cosmosis-standard-library/shear/shear_bias/shear_m_bias.py +m_per_bin = True +; Despite the parameter name, this can operate on xi as well as C_ell. +cl_section = shear_xi_plus shear_xi_minus +cross_section = galaxy_shear_xi +verbose = F + +;[shear_2pt_eplusb] +;file = cosmosis-standard-library/shear/cl_to_xi_fullsky/cl_to_xi_interface.py +;ell_max = 40000 +;xi_type='22' +;theta_file=%(2PT_FILE)s +;bin_avg = T +;input_section_name = shear_cl_eplusb +;output_section_name = shear_xi_eplusb + +;[shear_2pt_eminusb] +;file = cosmosis-standard-library/shear/cl_to_xi_fullsky/cl_to_xi_interface.py +;ell_max = 40000 +;xi_type='22' +;theta_file=%(2PT_FILE)s +;bin_avg = T +;input_section_name = shear_cl_eminusb +;output_section_name = shear_xi_eminusb + +[2pt_shear] +file = cosmosis-standard-library/shear/cl_to_xi_fullsky/cl_to_xi_interface.py +ell_max = 40000 +xi_type = EB +theta_file=%(2PT_FILE)s +bin_avg = T +; these get +input_section_name = shear_cl shear_cl_bb +output_section_name = shear_xi_plus shear_xi_minus + +[2pt_gal] +file = cosmosis-standard-library/shear/cl_to_xi_fullsky/cl_to_xi_interface.py +ell_max = 40000 +xi_type='00' +theta_file=%(2PT_FILE)s +bin_avg = T + +[2pt_gal_shear] +file = cosmosis-standard-library/shear/cl_to_xi_fullsky/cl_to_xi_interface.py +ell_max = 40000 +xi_type='02' +theta_file=%(2PT_FILE)s +bin_avg = T + + +[2pt_like] +file = cosmosis-standard-library/likelihood/2pt/2pt_like.py +do_pm_marg = True +data_file = %(2PT_FILE)s +data_sets = %(2PT_DATA_SETS)s +make_covariance=F +covmat_name=COVMAT +;%include scale_cuts/${SCALE_CUTS} +;%include ../y3-3x2pt-methods/cosmosis/scale_cuts/scales_3x2pt_Y1.ini +;%include ${HOME}/workspace/des-repos/y3-3x2pt-methods/cosmosis/scale_cuts/scales_3x2pt_Y1.ini + +[save_2pt] +file = cosmosis-standard-library/likelihood/2pt/save_2pt.py +theta_min = 2.5 +theta_max = 250.0 +n_theta = 20 +real_space = T +make_covariance = F +shear_nz_name = nz_source +position_nz_name = nz_lens +filename = ./sim_%(RUN_NAME)s.fits +overwrite = T +auto_only = galaxy_xi +;cut_wtheta = 1,2 1,3 2,3 1,4 2,4 3,4 1,5 2,5 3,5 4,5 +spectrum_sections = shear_xi_plus shear_xi_minus galaxy_shear_xi galaxy_xi +output_extensions = xip xim gammat wtheta +two_thirds_midpoint = T +copy_covariance=./sim_fiducial.fits + + +[sim_fits_nz_lens] +file = cosmosis-standard-library/number_density/load_nz_fits/load_nz_fits.py +;nz_file = nz_inputs/nz_y3_redmagic_v6.4.22_v2_gold_2.2.1_combined_max_bin_edges.fits +nz_file = ./cosmosis_files/sim_fiducial.fits +data_sets = lens +prefix_section = T +prefix_extension = T + +[sim_fits_nz_source] +file = cosmosis-standard-library/number_density/load_nz_fits/load_nz_fits.py +nz_file = nz_inputs/barcelona_lens1.fits +data_sets = source +prefix_section = T +prefix_extension = T \ No newline at end of file diff --git a/src/blind_2pt_cosmosis/cosmosis_files/priors.ini b/src/blind_2pt_cosmosis/cosmosis_files/priors.ini new file mode 100644 index 0000000..fe6eec1 --- /dev/null +++ b/src/blind_2pt_cosmosis/cosmosis_files/priors.ini @@ -0,0 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