diff --git a/csiborgtools/match/__init__.py b/csiborgtools/match/__init__.py index b552bd3..84f2524 100644 --- a/csiborgtools/match/__init__.py +++ b/csiborgtools/match/__init__.py @@ -13,5 +13,5 @@ # with this program; if not, write to the Free Software Foundation, Inc., # 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. from .overlap import (ParticleOverlap, RealisationsMatcher, calculate_overlap, # noqa - find_neighbour, matching_max) # noqa + find_neighbour, matching_max, pos2cell) # noqa from .obs_to_box import (MatchingProbability, MatchCatalogues) # noqa diff --git a/csiborgtools/match/overlap.py b/csiborgtools/match/overlap.py index 766c93b..17a5c21 100644 --- a/csiborgtools/match/overlap.py +++ b/csiborgtools/match/overlap.py @@ -454,7 +454,7 @@ class ParticleOverlap(BaseMatcher): mass2 : 1-dimensional array Particle masses of the second halo. mins1, maxs1 : 1-dimensional arrays of shape `(3,)` - Minimun and maximum cell numbers along each dimension of `halo1`. + Minimum and maximum cell numbers along each dimension of `halo1`. Optional. mins2, maxs2 : 1-dimensional arrays of shape `(3,)` Minimum and maximum cell numbers along each dimension of `halo2`. diff --git a/notebooks/overlap/lagrangian_patch_example.ipynb b/notebooks/overlap/lagrangian_patch_example.ipynb new file mode 100644 index 0000000..7c2860a --- /dev/null +++ b/notebooks/overlap/lagrangian_patch_example.ipynb @@ -0,0 +1,212 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Lagrangian patch example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import csiborgtools\n", + "\n", + "import scienceplots\n", + "\n", + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FNAME overlap_09724_09844_13.25.npz\n", + "FNAME overlap_09844_09724_13.25.npz\n", + "FNAME overlap_09724_09844_13.25.npz\n" + ] + } + ], + "source": [ + "paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)\n", + "bounds = {\"dist\": (0, 155)}\n", + "\n", + "nsim0 = 9844 - 24 * 5\n", + "nsnap_final = paths.get_snapshots(nsim0, \"csiborg1\")[-1]\n", + "snap0_initial = csiborgtools.read.CSiBORG1Snapshot(nsim0, nsnap=1)\n", + "cat0 = csiborgtools.read.CSiBORG1Catalogue(nsim0, paths, snapshot=snap0_initial, bounds=bounds)\n", + "\n", + "nsimx = 9844\n", + "nsnap_final = paths.get_snapshots(nsimx, \"csiborg1\")[-1]\n", + "snapx_initial = csiborgtools.read.CSiBORG1Snapshot(nsimx, nsnap=1)\n", + "catx = csiborgtools.read.CSiBORG1Catalogue(nsimx, paths, snapshot=snapx_initial, bounds=bounds)\n", + "\n", + "pair_overlapper = csiborgtools.summary.PairOverlap(cat0, catx, 13.25, )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "15.431657\n", + "95.95069809055808\n" + ] + } + ], + "source": [ + "k = np.argsort(cat0[\"totmass\"])[::-1][1]\n", + "\n", + "print(np.log10(cat0[\"totmass\"][k]))\n", + "print(cat0[\"dist\"][k])\n", + "\n", + "hid0 = cat0[\"index\"][k]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Overlaps are [7.2361535e-01 2.8234517e-02 2.3738865e-02 3.6706128e-03 3.3552472e-03\n", + " 1.9722811e-03 2.3486929e-03 1.5225195e-03 9.7722618e-04 6.2835851e-04\n", + " 1.6445392e-04 4.0640763e-04 3.2565400e-05]\n" + ] + } + ], + "source": [ + "print(\"Overlaps are \", pair_overlapper.overlap(True)[k])\n", + "hidx = catx[\"index\"][pair_overlapper[\"match_indxs\"][k][0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "overlapper = csiborgtools.match.ParticleOverlap(**{\"box_size\": 2048, \"bckg_halfsize\": 512})\n", + "\n", + "pos0_initial = snap0_initial.halo_coordinates(hid0)\n", + "pos0_initial = csiborgtools.match.pos2cell(pos0_initial / cat0.boxsize, 2048)\n", + "mass0_initial = snap0_initial.halo_masses(hid0)\n", + "\n", + "\n", + "posx_initial = snapx_initial.halo_coordinates(hidx)\n", + "posx_initial = csiborgtools.match.pos2cell(posx_initial / catx.boxsize, 2048)\n", + "massx_initial = snapx_initial.halo_masses(hidx)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "smooth_kwargs = {\"sigma\": 1, \"mode\": \"constant\", \"cval\": 0}\n", + "# smooth_kwargs = None\n", + "\n", + "delta1_initial, delta2_initial, cellmins, __ = overlapper.make_deltas(\n", + " pos0_initial, posx_initial, mass0_initial, massx_initial, smooth_kwargs=smooth_kwargs, )\n", + "\n", + "x0 = cellmins[0] / 2048 * 677.7\n", + "xf = (cellmins[0] + delta1_initial.shape[0]) / 2048 * 677.7\n", + "\n", + "y0 = cellmins[1] / 2048 * 677.7\n", + "yf = (cellmins[1] + delta1_initial.shape[1]) / 2048 * 677.7" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with plt.style.context(\"science\"):\n", + " fig, axs = plt.subplots(1, 2, figsize=(8.3, 8.3 * 0.5), sharey=True, sharex=True)\n", + " fig.subplots_adjust(wspace=0.05, hspace=0.05)\n", + "\n", + " kwargs = {\"origin\": \"lower\", \"cmap\": \"viridis\", \"vmin\": 0, \"extent\": [x0, xf, y0, yf]}\n", + "\n", + " axs[0].imshow(np.mean(delta1_initial, axis=-1), **kwargs)\n", + " axs[1].imshow(np.mean(delta2_initial, axis=-1), **kwargs)\n", + "\n", + " axs[0].set_ylabel(r\"$y ~ [\\mathrm{cMpc} / h]$\")\n", + " for i in range(2):\n", + " axs[i].set_xlabel(r\"$x ~ [\\mathrm{cMpc} / h]$\")\n", + "\n", + " axs[0].set_title(f\"MCMC step {nsim0}\")\n", + " axs[1].set_title(f\"MCMC step {nsimx}\")\n", + "\n", + " fig.tight_layout()\n", + " fig.savefig(\"../../plots/lagrangian_patch_example.pdf\", bbox_inches=\"tight\", dpi=450)\n", + " fig.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 +}