1098 lines
956 KiB
Text
1098 lines
956 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Tristan Hoellinger<br/>\n",
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"Institut d'Astrophysique de Paris</br>\n",
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"tristan.hoellinger@iap.fr"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Non-regression tests towards implementing P3M gravity"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Set up the environment and parameters"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"# pyright: reportWildcardImportFromLibrary=false\n",
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"from wip3m import *"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"workdir = ROOT_PATH + \"results/\"\n",
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"output_path = OUTPUT_PATH\n",
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"\n",
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"L = 32 # Box size in Mpc/h\n",
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"N = 32 # Density grid size\n",
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"Np = 32 # Number of dark matter particles per spatial dimension\n",
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"Npm = 64 # PM grid size\n",
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"n_Tiles = 8 # Make sure Npm/n_Tiles >= 6\n",
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"\n",
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"go_beyond_Nyquist_ss = True # for the summary statistics\n",
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"\n",
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"force = True\n",
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"force_hard = True\n",
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"run_id = \"notebook0\"\n",
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"\n",
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"# Good set of parameters for the force diagnostic\n",
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"# nPairsForceDiagnostic = 5\n",
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"# nBinsForceDiagnostic = 30\n",
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"# maxTrialsForceDiagnostic = int(2e9)\n",
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"\n",
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"# Faster force diagnostic\n",
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"nPairsForceDiagnostic = 3\n",
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"nBinsForceDiagnostic = 20\n",
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"maxTrialsForceDiagnostic = int(1e8)\n",
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"\n",
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"# Simulation parameters\n",
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"nsteps_pm = 50\n",
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"nsteps_cola1 = 10\n",
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"nsteps_cola2 = 3\n",
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"nsteps_spm = 50\n",
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"nsteps_p3m = 50"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"In principle nothing needs to be changed below this cell."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Automatic reloading of modules\n",
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"%load_ext autoreload\n",
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"%autoreload 2\n",
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"\n",
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"from os.path import isfile\n",
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"from pathlib import Path\n",
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"import numpy as np\n",
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"\n",
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"from pysbmy.power import PowerSpectrum\n",
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"from pysbmy.fft import FourierGrid, read_FourierGrid\n",
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"from pysbmy.field import read_field\n",
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"from pysbmy.correlations import get_autocorrelation\n",
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"\n",
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"from wip3m.tools import get_k_max, generate_sim_params, generate_white_noise_Field\n",
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"from wip3m.params import params_planck_kmax_missing, cosmo_small_to_full_dict, z2a, BASELINE_SEEDPHASE\n",
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"from wip3m.plot_utils import * # type: ignore"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"k_max = 5.442\n"
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]
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}
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],
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"source": [
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"corner = -L / 2.0\n",
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"RedshiftLPT = 19.0\n",
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"RedshiftFCs = 0.0\n",
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"ai = z2a(RedshiftLPT)\n",
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"af = z2a(RedshiftFCs)\n",
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"k_max = get_k_max(L, N) # k_max in h/Mpc\n",
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"print(f\"k_max = {k_max}\")\n",
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"cosmo = params_planck_kmax_missing.copy()\n",
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"cosmo[\"k_max\"] = k_max\n",
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"\n",
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"TimeStepDistribution_pm = 0\n",
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"TimeStepDistribution_cola1 = 0\n",
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"TimeStepDistribution_cola2 = 0\n",
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"TimeStepDistribution_spm = 0\n",
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"TimeStepDistribution_p3m = 0\n",
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"\n",
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"wd = workdir + run_id + \"/\"\n",
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"simdir = output_path + run_id + \"/\"\n",
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"logdir = simdir + \"logs/\"\n",
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"if force_hard:\n",
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" import shutil\n",
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" if Path(simdir).exists():\n",
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" shutil.rmtree(simdir)\n",
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" if Path(wd).exists():\n",
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" shutil.rmtree(wd)\n",
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"Path(wd).mkdir(parents=True, exist_ok=True)\n",
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"Path(logdir).mkdir(parents=True, exist_ok=True)\n",
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"\n",
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"input_white_noise_file = simdir + \"input_white_noise.h5\"\n",
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"input_seed_phase_file = simdir + \"seed\"\n",
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"ICs_path = simdir + \"initial_density.h5\"\n",
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"simpath = simdir\n",
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"\n",
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"# Path to the input matter power spectrum (generated later)\n",
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"input_power_file = simdir + \"input_power.h5\"\n",
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"\n",
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"# Paths the the force diagnostic CSVs\n",
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"OutputForceDiagnostic_pm = simdir + \"force_diagnostic_pm.txt\"\n",
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"OutputForceDiagnostic_cola1 = simdir + \"force_diagnostic_cola1.txt\"\n",
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"OutputForceDiagnostic_cola2 = simdir + \"force_diagnostic_cola2.txt\"\n",
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"OutputForceDiagnostic_spm = simdir + \"force_diagnostic_spm.txt\"\n",
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"OutputForceDiagnostic_p3m = simdir + \"force_diagnostic_p3m.txt\""
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Generate the parameter files"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"The first preparatory step is to generate all the parameter files required for all the simulations.\n",
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"\n",
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"To this end we use the `generate_sim_params` function defined in `params.py`."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"common_params = {\n",
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" \"Np\": Np,\n",
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" \"N\": N,\n",
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" \"L\": L,\n",
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" \"corner0\": corner,\n",
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" \"corner1\": corner,\n",
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" \"corner2\": corner,\n",
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" \"h\": cosmo[\"h\"],\n",
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" \"Omega_m\": cosmo[\"Omega_m\"],\n",
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" \"Omega_b\": cosmo[\"Omega_b\"],\n",
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" \"n_s\": cosmo[\"n_s\"],\n",
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" \"sigma8\": cosmo[\"sigma8\"],\n",
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"}\n",
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"\n",
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"lpt_params = common_params.copy()\n",
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"lpt_params[\"method\"] = \"lpt\"\n",
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"lpt_params[\"InputPowerSpectrum\"] = input_power_file\n",
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"lpt_params[\"ICsMode\"] = 1\n",
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"# 0 : the codes generates white noise, then initial conditions\n",
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"# 1 : external white noise specified, the code multiplies by the power spectrum\n",
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"# 2 : external initial conditions specified\n",
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"lpt_params[\"InputWhiteNoise\"] = input_white_noise_file\n",
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"\n",
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"common_params_num = common_params.copy()\n",
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"common_params_num[\"ai\"] = ai\n",
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"common_params_num[\"af\"] = af\n",
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"common_params_num[\"RedshiftLPT\"] = RedshiftLPT\n",
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"common_params_num[\"RedshiftFCs\"] = RedshiftFCs\n",
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"common_params_num[\"Npm\"] = Npm\n",
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"common_params_num[\"RunForceDiagnostic\"] = True\n",
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"common_params_num[\"nBinsForceDiagnostic\"] = nBinsForceDiagnostic\n",
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"common_params_num[\"nPairsForceDiagnostic\"] = nPairsForceDiagnostic\n",
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"common_params_num[\"maxTrialsForceDiagnostic\"] = maxTrialsForceDiagnostic\n",
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"\n",
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"pm_params = common_params_num.copy()\n",
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"pm_params[\"method\"] = \"pm\"\n",
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"pm_params[\"TimeStepDistribution\"] = TimeStepDistribution_pm\n",
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"pm_params[\"nsteps\"] = nsteps_pm\n",
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"pm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_pm\n",
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"\n",
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"cola1_params = common_params_num.copy()\n",
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"cola1_params[\"method\"] = \"cola\"\n",
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"cola1_params[\"TimeStepDistribution\"] = TimeStepDistribution_cola1\n",
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"cola1_params[\"nsteps\"] = nsteps_cola1\n",
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"cola1_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_cola1\n",
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"\n",
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"cola2_params = common_params_num.copy()\n",
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"cola2_params[\"method\"] = \"cola\"\n",
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"cola2_params[\"TimeStepDistribution\"] = TimeStepDistribution_cola2\n",
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"cola2_params[\"nsteps\"] = nsteps_cola2\n",
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"cola2_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_cola2\n",
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"\n",
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"spm_params = common_params_num.copy()\n",
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"spm_params[\"method\"] = \"spm\"\n",
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"spm_params[\"EvolutionMode\"] = 5\n",
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"spm_params[\"TimeStepDistribution\"] = TimeStepDistribution_spm\n",
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"spm_params[\"nsteps\"] = nsteps_spm\n",
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"spm_params[\"n_Tiles\"] = n_Tiles\n",
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"spm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_spm\n",
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"\n",
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"p3m_params = common_params_num.copy()\n",
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"p3m_params[\"method\"] = \"p3m\"\n",
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"p3m_params[\"EvolutionMode\"] = 4\n",
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"p3m_params[\"TimeStepDistribution\"] = TimeStepDistribution_p3m\n",
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"p3m_params[\"nsteps\"] = nsteps_p3m\n",
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"p3m_params[\"n_Tiles\"] = n_Tiles\n",
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"p3m_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_p3m"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[09:22:28|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[09:22:28|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/example_lpt.sbmy'...\n",
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"[09:22:28|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/example_lpt.sbmy' done.\n",
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"[09:22:28|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/example_lpt.sbmy\n",
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"PM nsteps = 50:\n",
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"[09:22:28|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_pm.h5\n",
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"[09:22:28|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_pm.h5'...\n",
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"[09:22:28|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_pm.h5' done.\n",
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"[09:22:28|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m TS.ai = 0.050000, TS.af = 1.000000, TS.nsteps = 50\n",
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"[09:22:28|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_pm.h5'...\n",
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"[09:22:28|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_pm.h5' done.\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_pm.sbmy'...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_pm.sbmy' done.\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_pm.sbmy\n",
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"COLA1 nsteps = 10:\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_ts_cola.h5\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_ts_cola.h5'...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_ts_cola.h5' done.\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m TS.ai = 0.050000, TS.af = 1.000000, TS.nsteps = 10\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_ts_cola.h5'...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_ts_cola.h5' done.\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_example_cola.sbmy'...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_example_cola.sbmy' done.\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps10_example_cola.sbmy\n",
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"COLA2 nsteps = 3:\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_ts_cola.h5\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_ts_cola.h5'...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_ts_cola.h5' done.\n",
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"[09:22:29|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m TS.ai = 0.050000, TS.af = 1.000000, TS.nsteps = 3\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_ts_cola.h5'...\n",
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"[09:22:29|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_ts_cola.h5' done.\n",
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_example_cola.sbmy'...\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_example_cola.sbmy' done.\n",
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps3_example_cola.sbmy\n",
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"SPM nsteps = 50:\n",
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_spm.h5\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_spm.h5'...\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_spm.h5' done.\n",
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m TS.ai = 0.050000, TS.af = 1.000000, TS.nsteps = 50\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_spm.h5'...\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_spm.h5' done.\n",
|
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
|
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_spm.sbmy'...\n",
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_spm.sbmy' done.\n",
|
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_spm.sbmy\n",
|
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"P3M nsteps = 50:\n",
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_p3m.h5\n",
|
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"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_p3m.h5'...\n",
|
|
"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_p3m.h5' done.\n",
|
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"[09:22:30|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m TS.ai = 0.050000, TS.af = 1.000000, TS.nsteps = 50\n",
|
|
"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_p3m.h5'...\n",
|
|
"[09:22:30|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_ts_p3m.h5' done.\n",
|
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"[09:22:31|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
|
|
"[09:22:31|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_p3m.sbmy'...\n",
|
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"[09:22:31|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_p3m.sbmy' done.\n",
|
|
"[09:22:31|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook0/nsteps50_example_p3m.sbmy\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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",
|
|
"text/plain": [
|
|
"<Figure size 500x100 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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",
|
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"text/plain": [
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"<Figure size 500x100 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
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"data": {
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|
"image/png": 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",
|
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"text/plain": [
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"<Figure size 500x100 with 1 Axes>"
|
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]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
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},
|
|
{
|
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"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 500x100 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 500x100 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"reset_plotting() # Default style for Simbelmynë\n",
|
|
"generate_sim_params(lpt_params, ICs_path, wd, simdir, None, force)\n",
|
|
"\n",
|
|
"print(f\"PM nsteps = {nsteps_pm}:\")\n",
|
|
"file_ext = f\"nsteps{nsteps_pm}\" # \"pm\" is already in the filename\n",
|
|
"generate_sim_params(pm_params, ICs_path, wd, simdir, file_ext, force)\n",
|
|
"\n",
|
|
"print(f\"COLA1 nsteps = {nsteps_cola1}:\")\n",
|
|
"file_ext = f\"nsteps{nsteps_cola1}\" # \"cola\" is already in the filename\n",
|
|
"generate_sim_params(cola1_params, ICs_path, wd, simdir, file_ext, force)\n",
|
|
"\n",
|
|
"print(f\"COLA2 nsteps = {nsteps_cola2}:\")\n",
|
|
"file_ext = f\"nsteps{nsteps_cola2}\" # \"cola\" is already in the filename\n",
|
|
"generate_sim_params(cola2_params, ICs_path, wd, simdir, file_ext, force)\n",
|
|
"\n",
|
|
"print(f\"SPM nsteps = {nsteps_spm}:\")\n",
|
|
"file_ext = f\"nsteps{nsteps_spm}\" # \"spm\" is already in the filename\n",
|
|
"generate_sim_params(spm_params, ICs_path, wd, simdir, file_ext, force)\n",
|
|
"\n",
|
|
"print(f\"P3M nsteps = {nsteps_p3m}:\")\n",
|
|
"file_ext = f\"nsteps{nsteps_p3m}\" # \"p3m\" is already in the filename\n",
|
|
"generate_sim_params(p3m_params, ICs_path, wd, simdir, file_ext, force)\n",
|
|
"setup_plotting() # Reset plotting style for this project"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Generate the initial phase"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"generate_white_noise_Field(\n",
|
|
" L=L,\n",
|
|
" size=N,\n",
|
|
" corner=corner,\n",
|
|
" seedphase=BASELINE_SEEDPHASE,\n",
|
|
" fname_whitenoise=input_white_noise_file,\n",
|
|
" seedname_whitenoise=input_seed_phase_file,\n",
|
|
" force_phase=force,\n",
|
|
")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Generating the input power spectrum"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The second preparatory step is to compute the initial power spectrum to be used in the simulations, given the cosmological parameters and prescription specified in ``params.py``. The power spectrum is saved in `input_power_file`."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n",
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n",
|
|
"[09:22:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum...\n",
|
|
"[09:22:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum done.\n",
|
|
"[09:22:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum...\n",
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/notebook0/input_power.h5'...\n",
|
|
"[09:22:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum done.\n",
|
|
"[09:22:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=32, L1=32, L2=32\u001b[00m\n",
|
|
"[09:22:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=464\u001b[00m\n",
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/notebook0/input_power.h5' done.\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# If cosmo[\"WhichSpectrum\"] == \"class\", then classy is required.\n",
|
|
"if not isfile(input_power_file) or force:\n",
|
|
" Pk = PowerSpectrum(L, L, L, N, N, N, cosmo_small_to_full_dict(cosmo))\n",
|
|
" Pk.write(input_power_file)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n",
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n",
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/notebook0/input_ss_k_grid.h5'...\n",
|
|
"[09:22:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=32, L1=32, L2=32\u001b[00m\n",
|
|
"[09:22:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=40\u001b[00m\n",
|
|
"[09:22:32|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/notebook0/input_ss_k_grid.h5' done.\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# k grid used to compute the final overdensity power spectrum\n",
|
|
"Pinit = 100\n",
|
|
"trim_threshold = 100 # Merge bins until this minimum number of modes per bin is reached\n",
|
|
"log_kmin = np.log10(2 * np.pi / (np.sqrt(3) * L)) # Minimum non-zero k in h/Mpc\n",
|
|
"if go_beyond_Nyquist_ss:\n",
|
|
" k_max_ss = get_k_max(L, N)\n",
|
|
"else:\n",
|
|
" k_max_ss = get_k_max(L, N) / np.sqrt(3) # 1D Nyquist frequency\n",
|
|
"Pbins_left_bnds = np.logspace(log_kmin, np.log10(k_max_ss), Pinit + 1, dtype=np.float32)\n",
|
|
"Pbins_left_bnds = Pbins_left_bnds[:-1]\n",
|
|
"input_ss_file = simdir + \"input_ss_k_grid.h5\"\n",
|
|
"Gk = FourierGrid(\n",
|
|
" L,\n",
|
|
" L,\n",
|
|
" L,\n",
|
|
" N,\n",
|
|
" N,\n",
|
|
" N,\n",
|
|
" k_modes=Pbins_left_bnds,\n",
|
|
" kmax=k_max_ss,\n",
|
|
" trim_bins=True,\n",
|
|
" trim_threshold=trim_threshold,\n",
|
|
")\n",
|
|
"Gk.write(input_ss_file)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Running the simulations"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"We are now ready to run the actual simulations using the Simbelmynë executable."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {
|
|
"vscode": {
|
|
"languageId": "shellscript"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"%%capture\n",
|
|
"\n",
|
|
"if not isfile(ICs_path) or not isfile(simdir + \"lpt_density.h5\") or not isfile(simdir + \"lpt_particles.gadget3\") or force:\n",
|
|
" !simbelmyne {wd}example_lpt.sbmy {logdir}lpt.txt\n",
|
|
"\n",
|
|
"file_ext = f\"nsteps{nsteps_pm}\" # \"pm\" is already in the filename\n",
|
|
"if not isfile(simdir + f\"{file_ext}_final_density_pm.h5\") or force:\n",
|
|
" !simbelmyne {wd}{file_ext}_example_pm.sbmy {logdir}{file_ext}_pm.txt\n",
|
|
"\n",
|
|
"file_ext = f\"nsteps{nsteps_cola1}\" # \"cola\" is already in the filename\n",
|
|
"if not isfile(simdir + f\"{file_ext}_final_density_cola1.h5\") or force:\n",
|
|
" !simbelmyne {wd}{file_ext}_example_cola.sbmy {logdir}{file_ext}_cola1.txt\n",
|
|
"\n",
|
|
"file_ext = f\"nsteps{nsteps_cola2}\" # \"cola\" is already in the filename\n",
|
|
"if not isfile(simdir + f\"{file_ext}_final_density_cola2.h5\") or force:\n",
|
|
" !simbelmyne {wd}{file_ext}_example_cola.sbmy {logdir}{file_ext}_cola2.txt\n",
|
|
"\n",
|
|
"file_ext = f\"nsteps{nsteps_spm}\" # \"spm\" is already in the filename\n",
|
|
"if not isfile(simdir + f\"{file_ext}_final_density_spm.h5\") or force:\n",
|
|
" !simbelmyne {wd}{file_ext}_example_spm.sbmy {logdir}{file_ext}_spm.txt\n",
|
|
"\n",
|
|
"file_ext = f\"nsteps{nsteps_p3m}\" # \"p3m\" is already in the filename\n",
|
|
"if not isfile(simdir + f\"{file_ext}_final_density_p3m.h5\") or force:\n",
|
|
" !simbelmyne {wd}{file_ext}_example_p3m.sbmy {logdir}{file_ext}_p3m.txt"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {
|
|
"vscode": {
|
|
"languageId": "shellscript"
|
|
}
|
|
},
|
|
"source": [
|
|
"The logs can be monitored in the corresponding files in the `logdir` directory."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Plot results"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Plot the evolved dark matter density fields"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/lpt_density.h5'...\n",
|
|
"[09:23:36|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/lpt_density.h5' done.\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps10_final_density_cola.h5'...\n",
|
|
"[09:23:36|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps10_final_density_cola.h5' done.\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps3_final_density_cola.h5'...\n",
|
|
"[09:23:36|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps3_final_density_cola.h5' done.\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_pm.h5'...\n",
|
|
"[09:23:36|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_pm.h5' done.\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_spm.h5'...\n",
|
|
"[09:23:36|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_spm.h5' done.\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_p3m.h5'...\n",
|
|
"[09:23:36|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:36|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_p3m.h5' done.\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"slice_ijk = (N // 2, slice(None), slice(None))\n",
|
|
"DELTA_LPT = read_field(simdir + \"lpt_density.h5\").data[slice_ijk]\n",
|
|
"DELTA_COLA1 = read_field(simdir + f\"nsteps{nsteps_cola1}_final_density_cola.h5\").data[slice_ijk]\n",
|
|
"DELTA_COLA2 = read_field(simdir + f\"nsteps{nsteps_cola2}_final_density_cola.h5\").data[slice_ijk]\n",
|
|
"DELTA_PM = read_field(simdir + f\"nsteps{nsteps_pm}_final_density_pm.h5\").data[slice_ijk]\n",
|
|
"DELTA_SPM = read_field(simdir + f\"nsteps{nsteps_spm}_final_density_spm.h5\").data[slice_ijk]\n",
|
|
"DELTA_P3M = read_field(simdir + f\"nsteps{nsteps_p3m}_final_density_p3m.h5\").data[slice_ijk]\n",
|
|
"diff_p3m_pm = DELTA_P3M - DELTA_PM\n",
|
|
"diff_p3m_spm = DELTA_P3M - DELTA_SPM"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"max(DELTA_PM) = 71.92597961425781, min(DELTA_PM) = -1.0\n",
|
|
"max(DELTA_P3M) = 69.48091888427734, min(DELTA_P3M) = -1.0\n",
|
|
"max(diff) = 2.9135937690734863, min(diff) = -5.548895835876465\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print(f\"max(DELTA_PM) = {np.max(DELTA_PM)}, min(DELTA_PM) = {np.min(DELTA_PM)}\")\n",
|
|
"print(f\"max(DELTA_P3M) = {np.max(DELTA_P3M)}, min(DELTA_P3M) = {np.min(DELTA_P3M)}\")\n",
|
|
"print(f\"max(diff) = {np.max(diff_p3m_pm)}, min(diff) = {np.min(diff_p3m_pm)}\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
|
|
"<Figure size 7200x1200 with 16 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# fields = [\"pm\", \"spm\", \"p3m\", \"diff_p3m_pm\"] # fields to plot\n",
|
|
"fields = [\"lpt\", \"cola1\", \"cola2\", \"pm\", \"spm\", \"p3m\", \"diff_p3m_pm\", \"diff_p3m_spm\"] # fields to plot\n",
|
|
"\n",
|
|
"figname = \"_\".join(fields)\n",
|
|
"slices_dict = {\n",
|
|
" \"lpt\": DELTA_LPT,\n",
|
|
" \"cola1\": DELTA_COLA1,\n",
|
|
" \"cola2\": DELTA_COLA2,\n",
|
|
" \"pm\": DELTA_PM,\n",
|
|
" \"spm\": DELTA_SPM,\n",
|
|
" \"p3m\": DELTA_P3M,\n",
|
|
" \"diff_p3m_pm\": diff_p3m_pm,\n",
|
|
" \"diff_p3m_spm\": diff_p3m_spm,\n",
|
|
"}\n",
|
|
"titles_dict = {\n",
|
|
" \"lpt\": \"LPT\",\n",
|
|
" \"cola1\": f\"COLA1 $n_\\\\mathrm{{steps}}={nsteps_cola1}$\",\n",
|
|
" \"cola2\": f\"COLA2 $n_\\\\mathrm{{steps}}={nsteps_cola2}$\",\n",
|
|
" \"pm\": f\"PM $n_\\\\mathrm{{steps}}={nsteps_pm}$\",\n",
|
|
" \"spm\": f\"sPM $n_\\\\mathrm{{steps}}={nsteps_spm}$\",\n",
|
|
" \"p3m\": f\"P3M $n_\\\\mathrm{{steps}}={nsteps_p3m}$\",\n",
|
|
" \"diff_p3m_pm\": r\"$\\delta_{\\rm P3M}-\\delta_{\\rm PM}$\",\n",
|
|
" \"diff_p3m_spm\": r\"$\\delta_{\\rm P3M}-\\delta_{\\rm sPM}$\",\n",
|
|
"}\n",
|
|
"\n",
|
|
"npanels = len(fields)\n",
|
|
"fig, axs = plt.subplots(1, npanels, figsize=(3 * npanels, 4), sharey=True)\n",
|
|
"\n",
|
|
"ims = []\n",
|
|
"for i, key in enumerate(fields):\n",
|
|
" ax = axs[i]\n",
|
|
" data = slices_dict[key]\n",
|
|
" title = titles_dict[key]\n",
|
|
"\n",
|
|
" if key.startswith(\"diff\"):\n",
|
|
" norm = TwoSlopeNorm(vmin=-np.log(1 + np.abs(np.min(data))), vcenter=0, vmax=np.log10(1 + np.abs(np.max(data))))\n",
|
|
" im = ax.imshow(\n",
|
|
" np.sign(data) * np.log(1 + np.abs(data)), cmap=\"RdBu_r\", norm=norm\n",
|
|
" )\n",
|
|
" else:\n",
|
|
" im = ax.imshow(np.log10(2 + data), cmap=cmap)\n",
|
|
"\n",
|
|
" ims.append((im, key))\n",
|
|
" ax.set_title(title, fontsize=fs_titles)\n",
|
|
" for spine in ax.spines.values():\n",
|
|
" spine.set_visible(False)\n",
|
|
"\n",
|
|
"axs[0].set_yticks([0, N // 2, N])\n",
|
|
"axs[0].set_yticklabels([f\"{-L/2:.0f}\", \"0\", f\"{L/2:.0f}\"], fontsize=fs)\n",
|
|
"axs[0].set_ylabel(r\"Mpc/$h$\", size=GLOBAL_FS_SMALL)\n",
|
|
"\n",
|
|
"for i, ax in enumerate(axs):\n",
|
|
" ax.set_xticks([0, N // 2, N])\n",
|
|
" ax.set_xticklabels([f\"{-L/2:.0f}\", \"0\", f\"{L/2:.0f}\"], fontsize=fs)\n",
|
|
" ax.set_xlabel(r\"Mpc/$h$\", size=GLOBAL_FS_SMALL)\n",
|
|
"\n",
|
|
"for ax, (im, key) in zip(axs, ims):\n",
|
|
" divider = make_axes_locatable(ax)\n",
|
|
" cax = divider.append_axes(\"bottom\", size=\"5%\", pad=0.6)\n",
|
|
" cb = fig.colorbar(im, cax=cax, orientation=\"horizontal\")\n",
|
|
" if key.startswith(\"diff\"):\n",
|
|
" cb.set_label(r\"$\\textrm{sgn}\\left(\\Delta\\delta\\right)\\log_{10}(1 + |\\Delta\\delta|)$\", fontsize=fs)\n",
|
|
" else:\n",
|
|
" cb.set_label(r\"$\\log_{10}(2 + \\delta)$\", fontsize=fs)\n",
|
|
" cb.ax.tick_params(labelsize=fs)\n",
|
|
" cax.xaxis.set_ticks_position(\"bottom\")\n",
|
|
" cax.xaxis.set_label_position(\"bottom\")\n",
|
|
"fig.savefig(\n",
|
|
" simdir + f\"{figname}.png\",\n",
|
|
" bbox_inches=\"tight\",\n",
|
|
" dpi=300,\n",
|
|
" transparent=True,\n",
|
|
")\n",
|
|
"fig.savefig(\n",
|
|
" simdir + f\"{figname}.pdf\",\n",
|
|
" bbox_inches=\"tight\",\n",
|
|
" dpi=300,\n",
|
|
")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"full_field_p3m = np.log10(2+read_field(simdir + f\"nsteps{nsteps_p3m}_final_density_p3m.h5\").data)\n",
|
|
"\n",
|
|
"if N <= 128:\n",
|
|
" fig = plotly_3d(full_field_p3m, size=N, L=L, colormap=thermal_plotly, limits=\"default\")\n",
|
|
"else:\n",
|
|
" # Downsample the grid for visualisation\n",
|
|
" downsample_factor = N // 128\n",
|
|
" downsampled_field = full_field_p3m[\n",
|
|
" ::downsample_factor, ::downsample_factor, ::downsample_factor\n",
|
|
" ]\n",
|
|
" fig = plotly_3d(downsampled_field, size=N, L=L, colormap=thermal_plotly, limits=\"default\")\n",
|
|
"\n",
|
|
"fig.show()\n",
|
|
"clear_large_plot(fig) # Uncomment to clear the Plotly figure to avoid memory issues"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Compute and plot the power spectra of the evolved dark matter fields"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/notebook0/input_ss_k_grid.h5'...\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=32.0, L1=32.0, L2=32.0\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=40\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/notebook0/input_ss_k_grid.h5' done.\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/initial_density.h5'...\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/initial_density.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m][09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/lpt_density.h5'...\n",
|
|
"|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/lpt_density.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38\u001b[00m[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_pm.h5'...\n",
|
|
"|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_pm.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps10_final_density_cola.h5'...\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps10_final_density_cola.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps3_final_density_cola.h5'...\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps3_final_density_cola.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_spm.h5'...\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_spm.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_p3m.h5'...\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[09:23:38|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.float64(-16.0), np.float64(16.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
|
|
"[09:23:38|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook0/nsteps50_final_density_p3m.h5' done.\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[09:23:38\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"G = read_FourierGrid(simdir + \"input_ss_k_grid.h5\")\n",
|
|
"k = G.k_modes[1:]\n",
|
|
"AliasingCorr = False\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + \"initial_density.h5\")\n",
|
|
"Pk_INI, Vk_INI = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_INI, Vk_INI = Pk_INI[1:], Vk_INI[1:]\n",
|
|
"Sk_INI = np.sqrt(Vk_INI)\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + \"lpt_density.h5\")\n",
|
|
"Pk_LPT, Vk_LPT = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_LPT, Vk_LPT = Pk_LPT[1:], Vk_LPT[1:]\n",
|
|
"Sk_LPT = np.sqrt(Vk_LPT)\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + f\"nsteps{nsteps_pm}_final_density_pm.h5\")\n",
|
|
"Pk_PM, Vk_PM = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_PM, Vk_PM = Pk_PM[1:], Vk_PM[1:]\n",
|
|
"Sk_PM = np.sqrt(Vk_PM)\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + f\"nsteps{nsteps_cola1}_final_density_cola.h5\")\n",
|
|
"Pk_COLA1, Vk_COLA1 = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_COLA1, Vk_COLA1 = Pk_COLA1[1:], Vk_COLA1[1:]\n",
|
|
"Sk_COLA1 = np.sqrt(Vk_COLA1)\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + f\"nsteps{nsteps_cola2}_final_density_cola.h5\")\n",
|
|
"Pk_COLA2, Vk_COLA2 = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_COLA2, Vk_COLA2 = Pk_COLA2[1:], Vk_COLA2[1:]\n",
|
|
"Sk_COLA2 = np.sqrt(Vk_COLA2)\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + f\"nsteps{nsteps_spm}_final_density_spm.h5\")\n",
|
|
"Pk_sPM, Vk_sPM = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_sPM, Vk_sPM = Pk_sPM[1:], Vk_sPM[1:]\n",
|
|
"Sk_sPM = np.sqrt(Vk_sPM)\n",
|
|
"\n",
|
|
"DELTA = read_field(simdir + f\"nsteps{nsteps_p3m}_final_density_p3m.h5\")\n",
|
|
"Pk_P3M, Vk_p3m = get_autocorrelation(DELTA, G, AliasingCorr)\n",
|
|
"Pk_P3M, Vk_p3m = Pk_P3M[1:], Vk_p3m[1:]\n",
|
|
"Sk_p3m = np.sqrt(Vk_p3m)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"kmin = 0.6727633476257324, kmax = 5.036545276641846\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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",
|
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"text/plain": [
|
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"<Figure size 2100x1200 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
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"source": [
|
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"Pk_ref = Pk_PM\n",
|
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"\n",
|
|
"fig, ax = plt.subplots(figsize=(7, 4))\n",
|
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"\n",
|
|
"ax.set_xscale(\"log\")\n",
|
|
"k = G.k_modes[1:]\n",
|
|
"kmin, kmax = k.min(), k.max()\n",
|
|
"print(f\"kmin = {kmin}, kmax = {kmax}\")\n",
|
|
"log_pad = 0.02\n",
|
|
"log_k_min = np.log10(kmin)\n",
|
|
"log_k_max = np.log10(kmax)\n",
|
|
"log_range = log_k_max - log_k_min\n",
|
|
"xlim_min = 10 ** (log_k_min - log_pad * log_range)\n",
|
|
"xlim_max = 10 ** (log_k_max + log_pad * log_range)\n",
|
|
"\n",
|
|
"plt.xlim(xlim_min, xlim_max)\n",
|
|
"# ax.set_ylim([0.2, 1.8])\n",
|
|
"# ax.set_ylim([0.5, 1.5])\n",
|
|
"dark_grey_bnd = 0.05\n",
|
|
"light_grey_bnd = 0.1\n",
|
|
"\n",
|
|
"label_ref = f\"PM with $n_\\\\mathrm{{steps}}={nsteps_pm}$\"\n",
|
|
"\n",
|
|
"line1 = ax.plot([kmin, kmax], [1, 1], color=\"black\", linestyle=\"-\", label=label_ref)\n",
|
|
"\n",
|
|
"line2 = ax.plot(k, Pk_LPT / Pk_ref, label=\"2LPT\", color=cols[0], linestyle=\"-\")\n",
|
|
"\n",
|
|
"ax.plot(\n",
|
|
" k,\n",
|
|
" Pk_COLA1 / Pk_ref,\n",
|
|
" label=f\"COLA with $n_\\\\mathrm{{steps}}={nsteps_cola1}$\",\n",
|
|
" linestyle=\"-\",\n",
|
|
" color=cols[2],\n",
|
|
")\n",
|
|
"ax.plot(\n",
|
|
" k,\n",
|
|
" Pk_COLA2 / Pk_ref,\n",
|
|
" label=f\"COLA with $n_\\\\mathrm{{steps}}={nsteps_cola2}$\",\n",
|
|
" linestyle=\"-\",\n",
|
|
" color=cols[3],\n",
|
|
")\n",
|
|
"ax.plot(\n",
|
|
" k,\n",
|
|
" Pk_sPM / Pk_ref,\n",
|
|
" label=f\"sPM with $n_\\\\mathrm{{steps}}={nsteps_p3m}$\",\n",
|
|
" linestyle=\"--\",\n",
|
|
" color=cols[4],\n",
|
|
")\n",
|
|
"ax.plot(\n",
|
|
" k,\n",
|
|
" Pk_P3M / Pk_ref,\n",
|
|
" label=f\"P3M with $n_\\\\mathrm{{steps}}={nsteps_p3m}$\",\n",
|
|
" linestyle=\"--\",\n",
|
|
" color=cols[5],\n",
|
|
")\n",
|
|
"\n",
|
|
"ax.axhspan(1 - dark_grey_bnd, 1 + dark_grey_bnd, color=\"grey\", alpha=0.2)\n",
|
|
"ax.axhspan(1 - light_grey_bnd, 1 + light_grey_bnd, color=\"grey\", alpha=0.1)\n",
|
|
"\n",
|
|
"for i in range(1, len(k)):\n",
|
|
" ax.axvline(k[i], color=\"black\", linestyle=\":\", linewidth=1, alpha=0.1)\n",
|
|
"ax.yaxis.set_major_locator(plt.MaxNLocator(6))\n",
|
|
"ax.yaxis.get_major_ticks()[0].label1.set_visible(False)\n",
|
|
"ax.set_xlabel(\"$k$ [$h/\\\\mathrm{Mpc}$]\", fontsize=fs)\n",
|
|
"ax.set_ylabel(\"$P(k)/P_\\\\mathrm{ref}(k)$\", fontsize=fs)\n",
|
|
"ax.tick_params(which=\"both\", direction=\"in\")\n",
|
|
"ax.tick_params(axis=\"both\", which=\"major\", labelsize=fs)\n",
|
|
"ax.tick_params(axis=\"both\", which=\"minor\", labelsize=fs)\n",
|
|
"\n",
|
|
"# Characteristic vertical reference scales\n",
|
|
"nyquist = np.pi * N / L\n",
|
|
"nyquist_PM = np.pi * Npm / L\n",
|
|
"epsilon = 0.03 * L / Np\n",
|
|
"particle_length = 2 * epsilon\n",
|
|
"xs = 1.25 * L / Npm\n",
|
|
"xr = 4.5 * xs\n",
|
|
"particle_wavenumber = 2 * np.pi / particle_length # Too large to be shown\n",
|
|
"xs_inv = 2 * np.pi / xs\n",
|
|
"xr_inv = 2 * np.pi / xr\n",
|
|
"if nyquist <= xlim_max:\n",
|
|
" line1 = ax.axvline(\n",
|
|
" x=nyquist, color=\"black\", linestyle=\"--\", lw=2, label=\"Nyquist (density grid)\", zorder=0\n",
|
|
" )\n",
|
|
"if nyquist_PM <= xlim_max:\n",
|
|
" line2 = ax.axvline(\n",
|
|
" x=nyquist_PM, color=\"black\", linestyle=\"-\", lw=1, label=\"Nyquist (PM grid)\", zorder=0\n",
|
|
" )\n",
|
|
"if xs_inv <= xlim_max:\n",
|
|
" line3 = ax.axvline(\n",
|
|
" x=xs_inv, color=\"gray\", linestyle=\"-.\", lw=2, label=r\"Split wavenumber $x_s$\", zorder=0\n",
|
|
" )\n",
|
|
"if xr_inv <= xlim_max:\n",
|
|
" line4 = ax.axvline(\n",
|
|
" x=xr_inv, color=\"gray\", linestyle=\":\", lw=2, label=r\"Short-range reach $x_r$\", zorder=0\n",
|
|
" )\n",
|
|
"\n",
|
|
"empty_patch = mpatches.Patch(color=\"none\", label=\"\")\n",
|
|
"handles, labels = plt.gca().get_legend_handles_labels()\n",
|
|
"# handles = [empty_patch, *handles]\n",
|
|
"# labels = [\"\", *labels]\n",
|
|
"plt.legend(\n",
|
|
" handles,\n",
|
|
" labels,\n",
|
|
" loc=\"upper center\",\n",
|
|
" ncol=2,\n",
|
|
" bbox_to_anchor=(0.5, -0.2),\n",
|
|
" fontsize=fs,\n",
|
|
")\n",
|
|
"fig.savefig(\n",
|
|
" simdir + \"power_spectrum.png\",\n",
|
|
" bbox_inches=\"tight\",\n",
|
|
" dpi=300,\n",
|
|
" transparent=True,\n",
|
|
")\n",
|
|
"fig.savefig(\n",
|
|
" simdir + \"power_spectrum.pdf\",\n",
|
|
" bbox_inches=\"tight\",\n",
|
|
" dpi=300,\n",
|
|
")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Force exerted by particles on other particles"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Newton prefactor = 7.96e-02\n",
|
|
"Nyquist: 1.00 Mpc/h\n",
|
|
"Particle length: 0.06 Mpc/h\n",
|
|
"Split scale: 0.62 Mpc/h\n",
|
|
"Short-range reach: 2.81 Mpc/h\n",
|
|
"Figure saved to: /Users/hoellinger/WIP3M/notebook0/force_diagnostic_comparison.png\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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"text/plain": [
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"<Figure size 1920x1440 with 1 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"r1, fmag1, _ = load_force_diagnostic(OutputForceDiagnostic_pm)\n",
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"r4, fmag4, _ = load_force_diagnostic(OutputForceDiagnostic_cola1)\n",
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"r2, fmag2, _ = load_force_diagnostic(OutputForceDiagnostic_spm)\n",
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"r3, fmag3, _ = load_force_diagnostic(OutputForceDiagnostic_p3m)\n",
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"\n",
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"rr = np.array([r1, r4, r2, r3], dtype=object)\n",
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"ff = np.array([fmag1, fmag4, fmag2, fmag3], dtype=object)\n",
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"ll = np.array([\"PM\", \"COLA\", \"sPM\", \"P3M\"])\n",
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"\n",
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"ix = [0, 1, 2, 3]\n",
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"\n",
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"Newton_prefactor = (L / Np)**3 / (4*np.pi)\n",
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"print(f\"Newton prefactor = {Newton_prefactor:.2e}\")\n",
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"plot_force_distance_comparison(rr=rr[ix], ff=ff[ix], ll=ll[ix], L=L, Np=Np, Npm=Npm, a=Newton_prefactor, title=\"Particle's contributions to total force\", save_path=simdir + \"force_diagnostic_comparison.png\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "p3m",
|
|
"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": "3.13.3"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|