{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calibrating the velocity field against observations " ] }, { "cell_type": "code", "execution_count": 1, "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", "\n", "from flow_bulk import *\n", "\n", "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enclosed monopole" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "cols = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", "\n", "# Carrick+2015 must be multiplied by beta = 0.43\n", "r, Vmono = read_enclosed_monopole(\"Carrick2015\")\n", "Vmono *= 0.4\n", "plt.plot(r, Vmono[0], label=\"Carrick+2015\", color=cols[0])\n", "\n", "# r, Vmono = read_enclosed_monopole(\"Lilow2024\")\n", "# plt.plot(r, Vmono[0], label=\"Lilow+2024\", color=cols[1])\n", "\n", "# r, Vmono = read_enclosed_monopole(\"csiborg2X\")\n", "# ylow, ymed, yhigh = np.percentile(Vmono, [16, 50, 84], axis=0)\n", "# plt.fill_between(r, ylow, yhigh, color=cols[2], alpha=0.5, label=\"Manticore\")\n", "\n", "\n", "\n", "plt.xlabel(r\"$R ~ [\\mathrm{Mpc} / h]$\")\n", "plt.ylabel(r\"$V_{\\mathrm{mono}}(r \\leq R) ~ [\\mathrm{km} / \\mathrm{s}]$\")\n", "# plt.legend(loc=\"upper left\")\n", "\n", "plt.xlim(r.min(), r.max())\n", "plt.tight_layout()\n", "plt.savefig(\"../../plots/enclosed_monopole.png\", dpi=450)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enclosed overdensity" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "cols = plt.rcParamsDefault['axes.prop_cycle'].by_key()['color']\n", "\n", "r, overdensity = read_enclosed_density(\"csiborg1\")\n", "c = cols[0]\n", "ymin = np.percentile(overdensity, 16, axis=0)\n", "ymed = np.median(overdensity, axis=0)\n", "ymax = np.percentile(overdensity, 84, axis=0)\n", "plt.fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"CB1\")\n", "\n", "\n", "r, overdensity = read_enclosed_density(\"csiborg2_main\")\n", "c = cols[1]\n", "ymin = np.percentile(overdensity, 16, axis=0)\n", "ymed = np.median(overdensity, axis=0)\n", "ymax = np.percentile(overdensity, 84, axis=0)\n", "plt.fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"CB2\")\n", "\n", "\n", "r, overdensity = read_enclosed_density(\"csiborg2_random\")\n", "c = cols[2]\n", "ymin = np.percentile(overdensity, 16, axis=0)\n", "ymed = np.median(overdensity, axis=0)\n", "ymax = np.percentile(overdensity, 84, axis=0)\n", "plt.fill_between(r, ymin, ymax, color=c, alpha=0.25, label=\"Random\", zorder=-1)\n", "\n", "r, overdensity = read_enclosed_density(\"csiborg2X\")\n", "c = cols[3]\n", "ymin = np.percentile(overdensity, 16, axis=0)\n", "ymed = np.median(overdensity, axis=0)\n", "ymax = np.percentile(overdensity, 84, axis=0)\n", "plt.fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"Manticore\")\n", "\n", "plt.xlabel(r\"$R ~ [\\mathrm{Mpc} / h]$\")\n", "plt.ylabel(r\"$\\delta_{\\rm enc} (r \\leq R)$\")\n", "plt.legend()\n", "\n", "plt.xlim(0, r.max())\n", "plt.ylim(-0.15, 0.075)\n", "plt.axhline(0, c='k', ls='--', lw=1)\n", "plt.tight_layout()\n", "plt.savefig(\"../../plots/enclosed_density.png\", dpi=450)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enclosed bulk flow" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(101, 500, 3)\n" ] } ], "source": [ "r, Vmag, l, b = read_enclosed_flow(\"csiborg1\")" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2, 100, 3)\n" ] } ], "source": [ "r, Vmag, l, b = read_enclosed_flow(\"csiborg2X\")" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 3, figsize=(14, 5))\n", "cols = plt.rcParamsDefault['axes.prop_cycle'].by_key()['color']\n", "thin_line_kwargs = {\"lw\": 0.3, \"zorder\": 0, \"ls\": \"dotted\"}\n", "\n", "# CSiBORG1\n", "r, Vmag, l, b = read_enclosed_flow(\"csiborg1\")\n", "c = cols[0]\n", "for i, y in enumerate([Vmag, l, b]):\n", " ymin, ymed, ymax = np.percentile(y, [16, 50, 84], axis=0)\n", " axs[i].fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"CB1\")\n", "\n", "# CSiBORG2\n", "r, Vmag, l, b = read_enclosed_flow(\"csiborg2_main\")\n", "c = cols[1]\n", "for i, y in enumerate([Vmag, l, b]):\n", " ymin, ymed, ymax = np.percentile(y, [16, 50, 84], axis=0)\n", " axs[i].fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"CB2\")\n", "\n", "# Manticore\n", "r, Vmag, l, b = read_enclosed_flow(\"csiborg2X\")\n", "c = cols[3]\n", "for i, y in enumerate([Vmag, l, b]):\n", " ymin, ymed, ymax = np.percentile(y, [16, 50, 84], axis=0)\n", " axs[i].fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"Manticore\")\n", "\n", "\n", "# Random\n", "r, Vmag, l, b = read_enclosed_flow(\"csiborg2_random\")\n", "c = cols[2]\n", "ymin = np.percentile(Vmag, 16, axis=0)\n", "ymax = np.percentile(Vmag, 84, axis=0)\n", "ymed = np.median(Vmag, axis=0)\n", "axs[0].fill_between(r, ymin, ymax, color=c, alpha=0.35, zorder=-1,\n", " label=\"Random\")\n", "\n", "\n", "axs[0].legend()\n", "for i in range(3):\n", " axs[i].set_xlabel(r\"$R ~ [\\mathrm{Mpc} / h]$\")\n", " axs[i].set_xlim(0, r.max())\n", "\n", "axs[0].set_ylim(0)\n", "axs[0].set_ylabel(r\"$V_{\\rm enc} (r \\leq R) ~ [\\mathrm{km} / \\mathrm{s}]$\")\n", "axs[1].set_ylabel(r\"$l_{\\rm enc} (r \\leq R) ~ [\\mathrm{deg}]$\")\n", "axs[2].set_ylabel(r\"$b_{\\rm enc} (r \\leq R) ~ [\\mathrm{deg}]$\")\n", "axs[1].set_ylim(0, 360)\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"../../plots/enclosed_flow.png\", dpi=450)\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enclosed overdensity $\\texttt{BORG2}$ all" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)\n", "nsims = paths.get_ics(\"borg2_all\")\n", "\n", "r, overdensity = read_enclosed_density(\"borg2_all\")\n", "overdensity_A = overdensity[:80]\n", "overdensity_B = overdensity[80:][::30]" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 7500, 7600, 7700, 7800, 7900, 8000, 8100, 8200, 8300,\n", " 8400, 8500, 8600, 8700, 8800, 8900, 9000, 9100, 9200,\n", " 9300, 9400, 9500, 9600, 9700, 9800, 9900, 10000, 10100,\n", " 10200, 10300, 10400, 10500, 10600, 10700, 10800, 10900, 11000,\n", " 11100, 11200, 11300, 11400, 11500, 11600, 11700, 11800, 11900,\n", " 12000, 12100, 12200, 12300, 12400, 12500, 12600, 12700, 12800,\n", " 12900, 13000, 13100, 13200, 13300, 13400, 13500, 13600, 13700,\n", " 13800, 13900, 14000, 14100, 14200, 14300, 14400, 14500, 14600,\n", " 14700, 14800, 14900, 15000, 15100, 15200, 15300, 15400])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nsims[:80]" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "cols = plt.rcParamsDefault['axes.prop_cycle'].by_key()['color']\n", "\n", "# r, overdensity = read_enclosed_density(\"csiborg1\")\n", "c = cols[0]\n", "for i in range(len(overdensity_A)):\n", " plt.plot(r, overdensity_A[i], c=c, lw=0.2, zorder=0, ls=\"dotted\")\n", "plt.plot(r, np.median(overdensity_A, axis=0), c=c, lw=2, label=r\"Chain index: $7500$ to $15000$\")\n", "\n", "c = cols[1]\n", "for i in range(len(overdensity_B)):\n", " plt.plot(r, overdensity_B[i], c=c, lw=0.2, zorder=0, ls=\"dotted\")\n", "plt.plot(r, np.median(overdensity_B, axis=0), c=c, lw=2, label=r\"Chain index: $15000$ to $17000$\")\n", "\n", "\n", "\n", "plt.xlabel(r\"$R ~ [\\mathrm{Mpc} / h]$\")\n", "plt.ylabel(r\"$\\delta_{\\rm enc} (r \\leq R)$\")\n", "plt.legend()\n", "\n", "plt.xlim(0, r.max())\n", "plt.ylim(-0.14, -0.005)\n", "plt.axhline(0, c='k', ls='--', lw=1)\n", "plt.tight_layout()\n", "plt.savefig(\"../../plots/enclosed_density_BORG2.png\", dpi=450)\n", "plt.show()" ] }, { "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 2 }