{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calibrating the velocity field against observations " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Copyright (C) 2024 Richard Stiskalek\n", "# This program is free software; you can redistribute it and/or modify it\n", "# under the terms of the GNU General Public License as published by the\n", "# Free Software Foundation; either version 3 of the License, or (at your\n", "# option) any later version.\n", "#\n", "# This program is distributed in the hope that it will be useful, but\n", "# WITHOUT ANY WARRANTY; without even the implied warranty of\n", "# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General\n", "# Public License for more details.\n", "#\n", "# You should have received a copy of the GNU General Public License along\n", "# with this program; if not, write to the Free Software Foundation, Inc.,\n", "# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import jax\n", "from numpyro.infer import MCMC, NUTS, init_to_median\n", "import corner\n", "from getdist import plots\n", "from scipy.stats import multivariate_normal\n", "\n", "import csiborgtools\n", "\n", "from flow_calibration import *\n", "\n", "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline\n", "\n", "paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## LOS density & radial velocity plots " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# fpath = \"/mnt/extraspace/rstiskalek/catalogs/A2.h5\"\n", "fpath = \"/mnt/extraspace/rstiskalek/catalogs/PV_compilation_Supranta2019.hdf5\"\n", "\n", "loader_carrick = csiborgtools.flow.DataLoader(\"Carrick2015\", \"LOSS\", fpath, paths, ksmooth=0)\n", "loader_csiborg = csiborgtools.flow.DataLoader(\"csiborg1\", \"LOSS\", fpath, paths, ksmooth=0)\n", "loader_csiborg2 = csiborgtools.flow.DataLoader(\"csiborg2_main\", \"LOSS\", fpath, paths, ksmooth=0)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# ks = [115, 53, 77, 105, 26, 61, 86, 29, 80, 21]\n", "ks = [19, 8, 15, 0, 16, 6, 48, 38, 26, 44]\n", "# ks = [19]\n", "# ks = np.random.choice(50, 10, replace=False)\n", "\n", "# k = 6\n", "for k in []:\n", " fig, axs = plt.subplots(2, 1, figsize=(7, 7), sharex=True)\n", " # Get rid of vertical spacing\n", " fig.subplots_adjust(wspace=0)\n", "\n", " # Plot CSiBORG\n", " for i in range(loader_csiborg.los_density.shape[1]):\n", " axs[0].plot(loader_csiborg.rdist, loader_csiborg.los_density[k, i, :], alpha=0.1, color=\"black\")\n", " axs[1].plot(loader_csiborg.rdist, loader_csiborg.los_radial_velocity[k, i, :], alpha=0.1, color=\"black\")\n", "\n", " # CSiBORG1\n", " axs[0].plot(loader_csiborg.rdist, loader_csiborg.los_density[k, :, :].mean(axis=0), color=\"red\", label=\"CSiBORG1\")\n", " axs[1].plot(loader_csiborg.rdist, loader_csiborg.los_radial_velocity[k, :, :].mean(axis=0), color=\"red\")\n", "\n", " # CSiBORG2\n", " axs[0].plot(loader_csiborg2.rdist, loader_csiborg2.los_density[k, :, :].mean(axis=0), color=\"violet\", label=\"CSiBORG2\")\n", " axs[1].plot(loader_csiborg2.rdist, loader_csiborg2.los_radial_velocity[k, :, :].mean(axis=0), color=\"violet\")\n", "\n", " # Plot Carrick+2015\n", " axs[0].plot(loader_carrick.rdist, loader_carrick.los_density[k, 0, :], color=\"blue\", label=\"Carrick+2015\")\n", " axs[1].plot(loader_carrick.rdist, loader_carrick.los_radial_velocity[k, 0, :] * 0.43, color=\"blue\")\n", "\n", "\n", " # for i in range(2):\n", " # label = \"SN\"\n", " # rdist = loader_csiborg.cat[\"r_hMpc\"][k]\n", " # axs[i].axvline(rdist, color=\"violet\", linestyle=\"--\",\n", " # zorder=0, label=label)\n", "\n", " axs[1].set_xlabel(r\"$r ~ [\\mathrm{Mpc} / h]$\")\n", " axs[0].set_ylabel(r\"$\\rho_{\\rm LOS} / \\langle \\rho_{\\rm matter} \\rangle$\")\n", " axs[1].set_ylabel(r\"$v_{\\rm LOS} ~ [\\mathrm{km/s}]$\")\n", "\n", " axs[0].set_yscale(\"log\")\n", "\n", " axs[0].legend(loc=\"upper right\")\n", " axs[0].set_xlim(0, 200)\n", "\n", " fig.tight_layout(w_pad=0, h_pad=0)\n", " fig.savefig(f\"../plots/LOSS_los_{k}.png\", dpi=500, bbox_inches=\"tight\")\n", "\n", " fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Test running a model" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10:16:51: reading the catalogue.\n", "10:16:51: reading the interpolated field.\n", "10:16:51: calculating the radial velocity.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/mnt/users/rstiskalek/csiborgtools/csiborgtools/flow/flow_model.py:94: UserWarning: The number of radial steps is even. Skipping the first step at 0.0 because Simpson's rule requires an odd number of steps.\n", " warn(f\"The number of radial steps is even. Skipping the first \"\n" ] } ], "source": [ "fpath_data = \"/mnt/extraspace/rstiskalek/catalogs/PV_compilation.hdf5\"\n", "# fpath_data = \"/mnt/extraspace/rstiskalek/catalogs/A2.h5\"\n", "# fpath_data = \"/mnt/extraspace/rstiskalek/catalogs/PV_mock_CB2_17417_large.hdf5\"\n", "\n", "simname = \"csiborg2_main\"\n", "catalogue = \"Pantheon+_groups\"\n", "loader = csiborgtools.flow.DataLoader(simname, 10, catalogue, fpath_data, paths, ksmooth=1)\n", "get_model_kwargs = {\"zcmb_max\": 0.07}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Running HMC" ] }, { "cell_type": "code", "execution_count": 97, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected 188/741 galaxies.\n" ] } ], "source": [ "model = csiborgtools.flow.get_model(loader, **get_model_kwargs)\n", "model_kwargs = {\"sample_alpha\": True, \"sample_beta\": True}" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [], "source": [ "kernel = NUTS(model, init_strategy=init_to_median(num_samples=100))\n", "mcmc = MCMC(kernel, num_warmup=250, num_samples=500)\n", "\n", "rng_key = jax.random.PRNGKey(5)" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "sample: 100%|██████████| 750/750 [00:32<00:00, 22.85it/s, 7 steps of size 4.86e-01. acc. prob=0.92] \n" ] } ], "source": [ "mcmc.run(rng_key, **model_kwargs)" ] }, { "cell_type": "code", "execution_count": 101, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " mean std median 5.0% 95.0% n_eff r_hat\n", " Vext_x -7.07 28.15 -6.90 -51.51 40.12 431.62 1.00\n", " Vext_y 11.58 27.69 12.30 -34.86 57.30 436.66 1.01\n", " Vext_z -112.96 33.42 -113.19 -159.74 -54.83 422.45 1.00\n", " alpha 2.70 0.54 2.66 1.82 3.51 530.76 1.00\n", " alpha_cal 0.13 0.02 0.13 0.09 0.16 436.28 1.01\n", " beta_cal 2.71 0.30 2.69 2.19 3.18 544.84 1.00\n", " e_mu_intrinsic 0.14 0.02 0.14 0.10 0.17 635.61 1.00\n", " mag_cal -18.50 0.03 -18.49 -18.55 -18.45 514.73 1.01\n", " sigma_v 178.05 15.63 177.08 156.72 205.27 516.90 1.00\n", "\n", "Number of divergences: 0\n" ] } ], "source": [ "mcmc.print_summary()\n", "samples = mcmc.get_samples(group_by_chain=False)\n", "# print(csiborgtools.numpyro_gof(model, mcmc, model_kwargs))" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [], "source": [ "# mean std median 5.0% 95.0% n_eff r_hat\n", "# Vext_x 16.25 26.81 15.10 -23.17 65.77 523.48 1.00\n", "# Vext_y 32.83 27.00 32.93 -13.96 75.47 322.45 1.01\n", "# Vext_z -97.87 35.48 -97.78 -159.36 -42.14 422.92 1.00\n", "# alpha 0.96 0.12 0.95 0.78 1.18 470.16 1.00\n", "# alpha_cal 0.15 0.02 0.16 0.12 0.19 407.33 1.00\n", "# beta_cal 2.80 0.23 2.80 2.39 3.14 481.54 1.00\n", "# e_mu_intrinsic 0.13 0.02 0.13 0.10 0.17 511.25 1.00\n", "# mag_cal -18.50 0.03 -18.50 -18.55 -18.45 390.57 1.01\n", "# sigma_v 169.94 14.54 169.52 146.79 193.29 784.99 1.00\n" ] }, { "cell_type": "code", "execution_count": 103, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|V| = 120.92754364013672 +- 31.4892635345459\n", "l = 294.0298299307121 +- 23.44887489204706\n", "b = -23.89915683240672 +- 13.709079097191216\n" ] } ], "source": [ "Vmag = np.sqrt(samples[\"Vext_x\"]**2 + samples[\"Vext_y\"]**2 + samples[\"Vext_z\"]**2)\n", "\n", "V = np.vstack([samples[\"Vext_x\"], samples[\"Vext_y\"], samples[\"Vext_z\"]]).T\n", "V = csiborgtools.cartesian_to_radec(V)\n", "\n", "l, b = csiborgtools.flow.radec_to_galactic(V[:, 1], V[:, 2])\n", "\n", "print(f\"|V| = {np.mean(Vmag)} +- {np.std(Vmag)}\")\n", "print(f\"l = {np.mean(l)} +- {np.std(l)}\")\n", "print(f\"b = {np.mean(b)} +- {np.std(b)}\")\n", "if \"beta\" in samples:\n", " print(f\"beta = {np.mean(samples['beta'])} +- {np.std(samples['beta'])}\")" ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data = [l, b, Vmag]\n", "labels = [r\"$l$\", r\"$b$\", r\"$|\\bf{V}_{\\rm ext}|$\"]\n", "if \"alpha\" in samples:\n", " data.append(samples[\"alpha\"])\n", " labels.append(r\"$\\alpha$\")\n", "\n", "if \"beta\" in samples:\n", " data.append(samples[\"beta\"])\n", " labels.append(r\"$\\beta$\")\n", "\n", "if \"h\" in samples:\n", " data.append(samples[\"h\"])\n", " labels.append(r\"$h$\")\n", "\n", "data = np.vstack(data).T\n", "fig = corner.corner(data, labels=labels, show_titles=True, title_fmt=\".3f\", title_kwargs={\"fontsize\": 12}, smooth=1)\n", "# fig.savefig(f\"../../plots/mock_{simname}_{catalogue}.png\", dpi=500, bbox_inches=\"tight\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Vizualize the results" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "data, names, gof = read_samples(\"Pantheon+_groups\", \"Carrick2015\", 0)\n", "\n", "fig = corner.corner(data, labels=names_to_latex(names, True), show_titles=True,\n", " title_fmt=\".3f\", title_kwargs={\"fontsize\": 12}, smooth=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{LOSS}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "LOSS_Carrick_0 = read_samples(\"LOSS\", \"Carrick2015\", 0, return_MCsamples=True)\n", "LOSS_Carrick_1 = read_samples(\"LOSS\", \"Carrick2015\", 1, return_MCsamples=True)\n", "\n", "LOSS_CB1_0 = read_samples(\"LOSS\", \"csiborg1\", 0, return_MCsamples=True)\n", "LOSS_CB1_1 = read_samples(\"LOSS\", \"csiborg1\", 1, return_MCsamples=True)\n", "\n", "LOSS_CB2_0 = read_samples(\"LOSS\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "LOSS_CB2_1 = read_samples(\"LOSS\", \"csiborg2_main\", 1, return_MCsamples=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " LOSS_Carrick_0,\n", " # LOSS_Carrick_1,\n", " # LOSS_CB1_0,\n", " LOSS_CB1_1,\n", " LOSS_CB2_0,\n", " LOSS_CB2_1,\n", " ]\n", "\n", "# params = [\"l\", \"b\", \"Vmag\", \"beta\"]\n", "params = None\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, params=params, filled=True, legend_loc='upper right', )\n", "g.export(f\"../plots/LOSS_comparison.png\", dpi=500,)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{Foundation}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "FOUNDATION_Carrick_0 = read_samples(\"Foundation\", \"Carrick2015\", 0, return_MCsamples=True)\n", "FOUNDATION_Carrick_1 = read_samples(\"Foundation\", \"Carrick2015\", 1, return_MCsamples=True)\n", "\n", "FOUNDATION_CB1_0 = read_samples(\"Foundation\", \"csiborg1\", 0, return_MCsamples=True)\n", "FOUNDATION_CB1_1 = read_samples(\"Foundation\", \"csiborg1\", 1, return_MCsamples=True)\n", "\n", "FOUNDATION_CB2_0 = read_samples(\"Foundation\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "FOUNDATION_CB2_1 = read_samples(\"Foundation\", \"csiborg2_main\", 1, return_MCsamples=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " FOUNDATION_Carrick_0,\n", " # FOUNDATION_Carrick_1,\n", " # FOUNDATION_CB1_0,\n", " FOUNDATION_CB1_1,\n", " FOUNDATION_CB2_0,\n", " FOUNDATION_CB2_1,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "g.export(f\"../plots/FOUNDATION_comparison.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{Pantheon+}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# PANTHEONP_Carrick_0 = read_samples(\"Pantheon+\", \"Carrick2015\", 0, return_MCsamples=True)\n", "# PANTHEONP_Carrick_1 = read_samples(\"Pantheon+\", \"Carrick2015\", 1, return_MCsamples=True)\n", "\n", "# PANTHEONP_CB1_0 = read_samples(\"Pantheon+\", \"csiborg1\", 0, return_MCsamples=True)\n", "# PANTHEONP_CB1_1 = read_samples(\"Pantheon+\", \"csiborg1\", 1, return_MCsamples=True)\n", "\n", "PANTHEONP_CB2_0 = read_samples(\"Pantheon+\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "PANTHEONP_CB2_1 = read_samples(\"Pantheon+\", \"csiborg2_main\", 1, return_MCsamples=True)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " # PANTHEONP_Carrick_0,\n", " # PANTHEONP_Carrick_1,\n", " # PANTHEONP_CB1_0,\n", " # PANTHEONP_CB1_1,\n", " PANTHEONP_CB2_0,\n", " PANTHEONP_CB2_1,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "# g.export(f\"../plots/PANTHEONP_comparison.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{Pantheon+}$ groups" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Reading Pantheon+ fitted to Carrick2015 with ksmooth = 0.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "BIC = 9947.804688 +- 0.000000\n", "AIC = 9902.613281 +- 0.000000\n", "logZ = -4942.983398 +- 0.000000\n", "chi2 = 0.000000 +- 0.000000\n", "Removed no burn in\n", "\n", "Reading Pantheon+_groups fitted to Carrick2015 with ksmooth = 0.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n", "BIC = 2574.760986 +- 0.000000\n", "AIC = 2542.396484 +- 0.000000\n", "logZ = -1258.320190 +- 0.000000\n", "chi2 = 1.096741 +- 0.262201\n", "Removed no burn in\n", "\n", "Reading Pantheon+_groups_zSN fitted to Carrick2015 with ksmooth = 0.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n", "BIC = 2796.622070 +- 0.000000\n", "AIC = 2764.257568 +- 0.000000\n", "logZ = -1364.911255 +- 0.000000\n", "chi2 = 1.072540 +- 0.119186\n", "Removed no burn in\n", "\n", "Reading Pantheon+_zSN fitted to Carrick2015 with ksmooth = 0.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n", "BIC = 10111.704102 +- 0.000000\n", "AIC = 10066.512695 +- 0.000000\n", "logZ = -5023.536621 +- 0.000000\n", "chi2 = 1.089721 +- 0.062810\n", "Removed no burn in\n" ] } ], "source": [ "LG = 0\n", "\n", "PANTHEONP_Carrick = read_samples(\"Pantheon+\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG, )\n", "PANTHEONP_Carrick_Groups = read_samples(\"Pantheon+_groups\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG)\n", "PANTHEONP_Carrick_Groups_zSN = read_samples(\"Pantheon+_groups_zSN\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG)\n", "PANTHEONP_Carrick_zSN = read_samples(\"Pantheon+_zSN\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG)\n", "\n", "# ksmooth = 1\n", "# PANTHEONP_CB2 = read_samples(\"Pantheon+\", \"csiborg2_main\", ksmooth, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# PANTHEONP_CB2_Groups = read_samples(\"Pantheon+_groups\", \"csiborg2_main\", ksmooth, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# PANTHEONP_CB2_Groups_zSN = read_samples(\"Pantheon+_groups_zSN\", \"csiborg2_main\", ksmooth, return_MCsamples=True, subtract_LG_velocity=LG)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Removed no burn in\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "params = [\"Vmag\", \"l\", \"b\"]\n", "CMB = MCSamples(samples=multivariate_normal([627, 276, 30], [22, 3, 3]).rvs(size=20000),\n", " names=params, labels=names_to_latex(params, True), label=\"CMB\")\n", "\n", "\n", "X = [\n", " PANTHEONP_Carrick,\n", " PANTHEONP_Carrick_Groups,\n", " # PANTHEONP_Carrick_Groups_zSN,\n", " PANTHEONP_Carrick_zSN,\n", " # PANTHEONP_CB2,\n", " # PANTHEONP_CB2_Groups,\n", " # PANTHEONP_CB2_Groups_zSN,\n", " CMB,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "g.export(f\"../../plots/PANTHEON_GROUPS_Carrick_comparison_LG.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{2MTF}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "TWOMTF_Carrick_0 = read_samples(\"2MTF\", \"Carrick2015\", 0, return_MCsamples=True)\n", "TWOMTF_Carrick_1 = read_samples(\"2MTF\", \"Carrick2015\", 1, return_MCsamples=True)\n", "\n", "TWOMTF_CB1_0 = read_samples(\"2MTF\", \"csiborg1\", 0, return_MCsamples=True)\n", "TWOMTF_CB1_1 = read_samples(\"2MTF\", \"csiborg1\", 1, return_MCsamples=True)\n", "\n", "TWOMTF_CB2_0 = read_samples(\"2MTF\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "TWOMTF_CB2_1 = read_samples(\"2MTF\", \"csiborg2_main\", 1, return_MCsamples=True)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " TWOMTF_Carrick_0,\n", " # TWOMTF_Carrick_1,\n", " # TWOMTF_CB1_0,\n", " TWOMTF_CB1_1,\n", " TWOMTF_CB2_0,\n", " TWOMTF_CB2_1,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "g.export(f\"../plots/2MTF_comparison.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{SFI++ galaxies}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "SFIGAL_Carrick_0 = read_samples(\"SFI_gals\", \"Carrick2015\", 0, return_MCsamples=True)\n", "SFIGAL_Carrick_1 = read_samples(\"SFI_gals\", \"Carrick2015\", 1, return_MCsamples=True)\n", "\n", "# SFIGAL_CB1_0 = read_samples(\"SFI_gals\", \"csiborg1\", 0, return_MCsamples=True)\n", "# SFIGAL_CB1_1 = read_samples(\"SFI_gals\", \"csiborg1\", 1, return_MCsamples=True)\n", "\n", "SFIGAL_CB2_0 = read_samples(\"SFI_gals\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "SFIGAL_CB2_1 = read_samples(\"SFI_gals\", \"csiborg2_main\", 1, return_MCsamples=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " SFIGAL_Carrick_0,\n", " # SFIGAL_Carrick_1,\n", " # SFIGAL_CB1_0,\n", " # SFIGAL_CB1_1,\n", " # SFIGAL_CB2_0,\n", " SFIGAL_CB2_1,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "g.export(f\"../plots/SFI_gals_comparison.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $\\texttt{SFI++ groups}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "SFIGROUP_Carrick_0 = read_samples(\"SFI_groups\", \"Carrick2015\", 0, return_MCsamples=True)\n", "SFIGROUP_Carrick_1 = read_samples(\"SFI_groups\", \"Carrick2015\", 1, return_MCsamples=True)\n", "\n", "SFIGROUP_CB2_0 = read_samples(\"SFI_groups\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "SFIGROUP_CB2_1 = read_samples(\"SFI_groups\", \"csiborg2_main\", 1, return_MCsamples=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " SFIGROUP_Carrick_0,\n", " SFIGAL_Carrick_0,\n", " # SFIGROUP_Carrick_1,\n", " # SFIGROUP_CB2_0,\n", " # SFIGROUP_CB2_1,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "g.export(f\"../plots/SFI_gals_vs_groups_comparison.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### SN to TF comparison" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Reading Pantheon+ fitted to csiborg2_main with ksmooth = 1.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "BIC = 10027.133105 +- 13.850270\n", "AIC = 9981.941699 +- 13.850270\n", "logZ = -4981.690186 +- 6.885272\n", "chi2 = 0.000000 +- 0.000000\n", "Removed no burn in\n", "\n", "Reading Pantheon+_groups fitted to csiborg2_main with ksmooth = 1.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n", "BIC = 2651.293762 +- 12.943075\n", "AIC = 2618.929260 +- 12.943075\n", "logZ = -1293.734613 +- 6.356175\n", "chi2 = 0.955844 +- 0.134530\n", "Removed no burn in\n", "\n", "Reading 2MTF fitted to csiborg2_main with ksmooth = 1.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n", "BIC = 19167.596582 +- 20.190445\n", "AIC = 19121.432520 +- 20.190445\n", "logZ = -9555.558252 +- 9.820362\n", "chi2 = 0.000000 +- 0.000000\n", "Removed no burn in\n", "\n", "Reading SFI_gals fitted to csiborg2_main with ksmooth = 1.\n", "Subtracting LG velocity with kernel 0.0 Mpc / h.\n", "BIC = 28646.324902 +- 24.227278\n", "AIC = 28596.914746 +- 24.227278\n", "logZ = -14288.365332 +- 12.050230\n", "chi2 = 0.000000 +- 0.000000\n", "Removed no burn in\n" ] } ], "source": [ "LG = 0\n", "\n", "# PANTHEONP_Carrick = read_samples(\"Pantheon+\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG, )\n", "# PANTHEONP_Groups_Carrick = read_samples(\"Pantheon+_groups\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG, )\n", "# TWOMTF_Carrick = read_samples(\"2MTF\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# SFIGAL_Carrick = read_samples(\"SFI_gals\", \"Carrick2015\", 0, return_MCsamples=True, subtract_LG_velocity=LG)\n", "\n", "k = 1\n", "PANTHEONP_CB2 = read_samples(\"Pantheon+\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG, )\n", "PANTHEONP_Groups_CB2 = read_samples(\"Pantheon+_groups\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG, )\n", "TWOMTF_CB2 = read_samples(\"2MTF\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "SFIGAL_CB2 = read_samples(\"SFI_gals\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Removed no burn in\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:root:2D kernel density bandwidth optimizer failed for Vmag, l. Using fallback width: f(a) and f(b) must have different signs\n", "WARNING:root:2D kernel density bandwidth optimizer failed for l, b. Using fallback width: f(a) and f(b) must have different signs\n", "WARNING:root:2D kernel density bandwidth optimizer failed for l, b. Using fallback width: f(a) and f(b) must have different signs\n", "WARNING:root:2D kernel density bandwidth optimizer failed for l, sigma_v. Using fallback width: f(a) and f(b) must have different signs\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "params = [\"Vmag\", \"l\", \"b\"]\n", "CMB = MCSamples(samples=multivariate_normal([627, 276, 30], [22, 3, 3]).rvs(size=20000),\n", " names=params, labels=names_to_latex(params, True), label=\"CMB\")\n", "\n", "\n", "X = [\n", " # PANTHEONP_Carrick,\n", " # PANTHEONP_Groups_Carrick,\n", " # TWOMTF_Carrick,\n", " # SFIGAL_Carrick,\n", " PANTHEONP_CB2,\n", " PANTHEONP_Groups_CB2,\n", " TWOMTF_CB2,\n", " SFIGAL_CB2,\n", " CMB,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "# g.export(f\"../../plots/SN_TF_CB2_consistency.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mock $\\texttt{CB2}$ comparison" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "SMALLMOCK_CB2_0 = read_samples(\"CB2_small\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "SMALLMOCK_CB2_1 = read_samples(\"CB2_small\", \"csiborg2_main\", 1, return_MCsamples=True)\n", "\n", "LARGEMOCK_CB2_0 = read_samples(\"CB2_large\", \"csiborg2_main\", 0, return_MCsamples=True)\n", "LARGEMOCK_CB2_1 = read_samples(\"CB2_large\", \"csiborg2_main\", 1, return_MCsamples=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " # SMALLMOCK_CB2_0,\n", " # SMALLMOCK_CB2_1,\n", " LARGEMOCK_CB2_0,\n", " LARGEMOCK_CB2_1,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, filled=True, legend_loc='upper right')\n", "g.export(f\"../plots/CB2_mocks_large.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## External flow consistency" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Carrick2015" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " # LOSS_Carrick_0,\n", " # FOUNDATION_Carrick_0,\n", " PANTHEONP_Carrick_0,\n", " TWOMTF_Carrick_0,\n", " SFIGAL_Carrick_0,\n", " ]\n", "\n", "params = [\"Vmag\", \"l\", \"b\", \"beta\"]\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, params=params, filled=True, legend_loc='upper right',)\n", "g.export(f\"../plots/Carrick2015_external_flow.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### CSiBORG1" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " # LOSS_CB1_1,\n", " # FOUNDATION_CB1_1,\n", " PANTHEONP_CB1_1,\n", " TWOMTF_CB1_1,\n", " # SFIGAL_CB1_1,\n", " ]\n", "\n", "params = [\"Vmag\", \"l\", \"b\", \"beta\"]\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, params=params, filled=True, legend_loc='upper right',)\n", "g.export(f\"../plots/CB1_external_flow.png\", dpi=500,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### CSiBORG2" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "X = [\n", " # LOSS_CB2_1,\n", " # FOUNDATION_CB2_1,\n", " PANTHEONP_CB2_1,\n", " TWOMTF_CB2_1,\n", " SFIGAL_CB2_1,\n", " ]\n", "\n", "params = [\"Vmag\", \"l\", \"b\", \"beta\"]\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, params=params, filled=True, legend_loc='upper right',)\n", "g.export(f\"../plots/CB2_external_flow.png\", dpi=500,)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "k = 1\n", "LG = 0\n", "\n", "# Carrick\n", "# LOSS_Carrick_LG = read_samples(\"LOSS\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# FOUNDATION_Carrick_LG = read_samples(\"Foundation\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# PANTHEON_Carrick_LG = read_samples(\"Pantheon+\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# TWOMTF_Carrick_LG = read_samples(\"2MTF\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "SFIGAL_Carrick_LG = read_samples(\"SFI_gals\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "SFIGROUPS_Carrick_LG = read_samples(\"SFI_groups\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "\n", "\n", "# # CSiBORG2\n", "# LOSS_CB2_LG = read_samples(\"LOSS\", \"csiborg2_main\", k, return_MCsamples=True,subtract_LG_velocity=LG)\n", "# FOUNDATION_CB2_LG = read_samples(\"Foundation\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# PANTHEON_CB2_LG = read_samples(\"Pantheon+\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# TWOMTF_CB2_LG = read_samples(\"2MTF\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "SFIGAL_CB2_LG = read_samples(\"SFI_gals\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "SFIGROUP_CB2_LG = read_samples(\"SFI_groups\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "\n", "# # CSiBORG1\n", "# LOSS_CB1_LG = read_samples(\"LOSS\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# FOUNDATION_CB1_LG = read_samples(\"Foundation\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# PANTHEON_CB1_LG = read_samples(\"Pantheon+\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# TWOMTF_CB1_LG = read_samples(\"2MTF\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n", "# SFIGAL_CB1_LG = read_samples(\"SFI_gals\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "params = [\"Vmag\", \"l\", \"b\"]\n", "CMB = MCSamples(samples=multivariate_normal([627, 276, 30], [22, 3, 3]).rvs(size=20000),\n", " names=params, labels=names_to_latex(params, True), label=\"CMB\")\n", "\n", "X = [\n", " # LOSS_Carrick_LG,\n", " # FOUNDATION_Carrick_LG,\n", " # PANTHEON_Carrick_LG,\n", " # TWOMTF_Carrick_LG,\n", " # SFIGAL_Carrick_LG,\n", " # SFIGROUPS_Carrick_LG,\n", " # LOSS_CB1_LG,\n", " # FOUNDATION_CB1_LG,\n", " # PANTHEON_CB1_LG,\n", " # TWOMTF_CB1_LG,\n", " # SFIGAL_CB1_LG,\n", " # LOSS_CB2_LG,\n", " # FOUNDATION_CB2_LG,\n", " # PANTHEON_CB2_LG,\n", " # TWOMTF_CB2_LG,\n", " SFIGAL_CB2_LG,\n", " SFIGROUP_CB2_LG,\n", " CMB,\n", " ]\n", "\n", "g = plots.get_subplot_plotter()\n", "g.settings.figure_legend_frame = False\n", "g.settings.alpha_filled_add = 0.75\n", "# g.settings.title_limit_fontsize = 14\n", "g.triangle_plot(X, params=params, filled=True, legend_loc='upper right', )\n", "# g.export(f\"../plots/ALL_dipole.png\", dpi=500,)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "venv_csiborg", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 2 }