1098 lines
1 MiB
1098 lines
1 MiB
{
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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 = 64 # 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 = \"notebook1\"\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": null,
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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 = 10.883000000000001\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": null,
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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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"[00:53:59|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/example_lpt.sbmy'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/example_lpt.sbmy' done.\n",
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"[00:53:59|\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/notebook1/example_lpt.sbmy\n",
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"PM nsteps = 50:\n",
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"[00:53:59|\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/notebook1/nsteps50_ts_pm.h5\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_pm.h5'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_pm.h5' done.\n",
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"[00:53:59|\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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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_pm.h5'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_pm.h5' done.\n",
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"[00:53:59|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_example_pm.sbmy'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_example_pm.sbmy' done.\n",
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"[00:53:59|\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/notebook1/nsteps50_example_pm.sbmy\n",
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"COLA1 nsteps = 10:\n",
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"[00:53:59|\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/notebook1/nsteps10_ts_cola.h5\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps10_ts_cola.h5'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps10_ts_cola.h5' done.\n",
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"[00:53:59|\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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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps10_ts_cola.h5'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps10_ts_cola.h5' done.\n",
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"[00:53:59|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps10_example_cola.sbmy'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps10_example_cola.sbmy' done.\n",
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"[00:53:59|\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/notebook1/nsteps10_example_cola.sbmy\n",
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"COLA2 nsteps = 3:\n",
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"[00:53:59|\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/notebook1/nsteps3_ts_cola.h5\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps3_ts_cola.h5'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps3_ts_cola.h5' done.\n",
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"[00:53:59|\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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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps3_ts_cola.h5'...\n",
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"[00:53:59|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps3_ts_cola.h5' done.\n",
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"[00:54:00|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps3_example_cola.sbmy'...\n",
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps3_example_cola.sbmy' done.\n",
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"[00:54:00|\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/notebook1/nsteps3_example_cola.sbmy\n",
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"SPM nsteps = 50:\n",
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"[00:54:00|\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/notebook1/nsteps50_ts_spm.h5\n",
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_spm.h5'...\n",
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_spm.h5' done.\n",
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"[00:54:00|\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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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_spm.h5'...\n",
|
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_spm.h5' done.\n",
|
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"[00:54:00|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
|
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_example_spm.sbmy'...\n",
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_example_spm.sbmy' done.\n",
|
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"[00:54:00|\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/notebook1/nsteps50_example_spm.sbmy\n",
|
|
"P3M nsteps = 50:\n",
|
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"[00:54:00|\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/notebook1/nsteps50_ts_p3m.h5\n",
|
|
"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_p3m.h5'...\n",
|
|
"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_p3m.h5' done.\n",
|
|
"[00:54:00|\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",
|
|
"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_p3m.h5'...\n",
|
|
"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_ts_p3m.h5' done.\n",
|
|
"[00:54:00|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
|
|
"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_example_p3m.sbmy'...\n",
|
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"[00:54:00|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook1/nsteps50_example_p3m.sbmy' done.\n",
|
|
"[00:54:00|\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/notebook1/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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5rDl+E5818cSMbjWyP86uMUDsvWyPIxusRf1a1KaHtahfi9r0ROZeS9SjeLSadwA2luY4NaktHG0sc13+6kOu7YGkJ++//740YsSI9HRkZKTk6uoq+fn5ST4+PlLXrl3Tv9NoNNLMmTMlT09PycrKSipXrpz07bffiu+ioqJEfOrp06fT958/f77k5OQkHT16NFdanj9/Lo5B6zyjeSlJ1w9J0tlNaWtK6/BSkyodu/pIunI/NufjJD6XpClF0pZLezIdR1ZYi/q1qE0Pa1G/FrXpScy9lh1/35EexyXrXf7qQ27tgd5tegcOHMiQpu4G9+9nHWVDEyVSn7ys+uWVL19eTASqCwWp6AaqyAJVoXMIi7UwN0NT7xK5O46W8s3k6b/DWgquFrXpYS3q16I2Pea519L5lYszy2Po0S3BEPDUQjlARjmrIJ0sMbMAKn7w+nMeSHqhgc+qk+Lzmi8awdYqjze0AbQYTA9rMaoe1mJkPWrSYiA9SQpr0atcNQJs9LIhIeUlOi46jJaVXTGufRXYvS2s18oW+HRTvs6ZKkk4EfUk/XOeMYAWg+lhLUbVw1qMrEdNWgykJ1UhLbsj7uHHw1HoUNMd/27uBaXgqYWyYf/FB7jxOAGhF+/D1oqziWEYJj9EP0vEyRtPsP3vjOMdyw2X5tmw49WFoXBbJaviDMMwhYGOtUrB3Aw4/c8z3HryRkd0GWGjlwUxSS8Qdumh+NyldjYNsG+SEg98Uyptoc9KwlrUr0VteliL+rWoTU+KflpcnWzR5FVf553aPnsKwEYvC/ZG3EfKy1S84+qIKu5Ouf/hi4S0RQ2wFvVrUZse1qJ+LWrT80I/LdpKhNaTpgRs9LJgx9m0C9K5Vil2bTIMwxiI9tXdYWluhsjoGFx9EAclYKP3Bk/jU3DkyqOc+5YYETsrC7GoBTXpYS1Zw1oKhh7WAhRzsEaLii7i885XlQu54S4Lb/AiNRX9m5XH9Ufxwr0pJ/bWlrgwoz3Ugpr0sJasYS0FQw9reU33umVgbmaGmmWcoQRs9LJobJ3YuZrSMhiGYQolXeuUEYtSsHuTYRiGMRm4pqfD0auPxAgFNIWQpYWe7wNm5oBni9ef8zg80ODgU+Lzsn718zE8UP61GEwPazGqHtZiZD1q0mIgPUkq0XL7aQJCLzzA5009ZQ0YZKOnw4K9l3Hq5lNM+7A6fJq9niE9V1jZAf/+PV/nJ4Or7R+Yv+GB8q/FYHpYi1H1sBYj61GTFgPpSVWBFjK8Hyw8JGZxr+1RFHU8ikIu2L35ijvPEoXBoxeOdtXdlZbDMAxTaLG1skCbqm6K9NkziNGjiWRHjhyZ7fc0YSxVX8+cOZO+7ejRo6hZsyasrKzQrVs3KIUmVcLxa48xJ+SiSDcqXxzuzraKadFy4vqTDGlT18NaWEtB1sNaMtOlVimx3nL6Dracvi3KYTm06D1z+ttmU88KjUYjZk13cXGBpWWaR7Vx48aoVKkSZs2aBUdHR/FbmnFd1zAae+b0kPPRmLYjEtHPk9K3FbG1xJwetdC+RtoFyTU0DE9AzbTPI88B1g56a5myPQL3Y5LTt5VytsWULtVk12JQPazFaHpYiwx61KTFAHpCVKRlx993MHz9GegaoDxr0cMeGN29mZKSAgsLC7i7u6cbPOLatWto3bo1ypYti6JF5fPn6l78wcHhGQweEZP0Umyn7/Um4XHakkctujcice95kuxajKKHtRhcD2uRUY+atORDj9q0DH/D4OVbi7ECWeLj4zF48GD89ttvcHJywujRozPNiD5gwABcuXJF1Nw++ugjTJ06FV5eXjh9+rQwcPSZ+OKLL8Ty008/Ydq0aWKbNoqHtvXv3x/GgKrQVMPLropL2+ltqPk7LmLm9FyRogEkm9ef8TLXWuhcWWnRbpNLi1H0sBaD62EtMupRk5Z86ClIWswAUT63reaeey3GdG8OGTIEv//+O1atWgVXV1f897//xcGDB4XxIhclGb2nT59i8uTJ6W11VNPTGj1qxyNXZ+XKlTF9+nT06tVLVEknTZqEkJAQ7Nu3T/yGttnZ2WU4d3Jyslh0q7MeHh56uzfJd9wn8E99/jbDMAxjRNrHWyLE4bXhXO/bBE2902ZlMKR7U6+aXlxcHH788UcEBwejTZs2YtuaNWuEi1IXclt+/fXXGQJZtGhdnVSjI4H0maB2PXJ/atNZQe1/2hphfngQm9GlyTAMwyhLmZfUX/Cl0ctpvYwetcNRGx0FoWgpXry4qLXp0qBBAxiDCRMmwM/PL1NNLy9Djely5wdfaOKfwMKhOMp8GZi+fVgH4J1Sxu00eTVawpJdr9MDntvAUTJDnJmEH52TZdWiNj2shbUUZD2sRT8tSWZSjuW0qjunOzjoH+GUG2xsbMSSXxp5FRdRQtRoStksvUyB9CJZrLUUdzRDvfJ2MDeCT1mXeuUlFHNIxNP4tAtuBTNYwwxWOvvIpUVtelgLaynIeliLflq0ppfOTt3GqJw2BnpFb3p7e4t+dSdOnEjfRu13ly9fzrcQa2tr0bVBDqhxlMJiiewub98W1rI8pHSOT9+1znEfubSoTQ9rYS0FWQ9r0V+L9uxUPhsjiEWcX5+dqd2NIjPHjBmD/fv34/z58yLC0tw8/z0fKAAmKipK9NN79OhRhoAVY0D9QJb1q5epIzq97Qxrb4MG3vKN0EbnonMWczBTXIva9LAW1lKQ9bAW/bRQeUzlcl766eUWvf/l3LlzRUBLly5dRJcFClihaJn88vHHH4tuEK1atcKzZ8+M2mVBC2UshcW6L7LCozjA0Q6Y95k8bpisboJ6XhaICNAAiWZwsJUU06I2PayFtRRkPawlZy2Ri1KBBJpg1gpHxr1rtBpeno0e1fbWrl0rFi1U88sqUlO3FvdmzwgybLpQW93mzZshN5TB1pZpNVVLi7Sqt1LQuUlDqgq0qE0Pa2EtBVkPa8lBizlADVvWFmZGN3gEz7JgQLas2YINP2zAk4dP4F3VG8OnD0fVOlVl1/H3ib+xYfkGXD53GY8fPMaMwBlo0e7VFCAy8vOSn3E45DD+ufYPbGxtUL1+dQyaMAjlvMtBCbat3Ybta7fj3u17Il2+Unl8PuJzNG71OhpZKdYtXYfA2YH4+IuPMWzqMFnPvXrBaqwJWJNhm4e3B4LCgqAED+89xIpZK3Ay7CSSEpNQpnwZjJs3DpVrZ4wSl4PezXrj/u37mbZ3/bwrRs7MfrxhY0AxD2sWrsHeLXvx5METuLi5oF3Pdvhs+GeyTs2jJSEuAavmrcKR3Ufw9NFTVKxRUdy7VWpXgZpho2cg9m/fj2UzlmHUt6OEodv842aM7TcWQQeCUMylmKxakhKS4F3NGx16dcDkQZOhFGR8u/l0Q+ValcUDu3LOSpEnP4X+BDv7jAMPyEFJ95LwHe+Lsl5lhedh9+bdmDhwIlb8sQJeldNGCVKCi39fxI51O1ChagXFNNALwPx189PTFlQFUIDYZ7H46qOvULdpXfgH+aNo8aK4feM2HJ0dFdGzfMdypGqoTpRG1KUojP50NFp2aim7lvXL1osXt/ELxsOrkhcunb2E2aNnw8HJQbwsyc3csXNFfkwImCAM8N7f9mJ039Hi+aZnTa2w0TMQm1ZuQqc+ndDhkw4i7TfLDyf2n8CuDbvQd2hfWbVQzUUNtZc5a+dkSI+fPx7d63YXNdDajWvLrqdZ22YZ0gPHDhQ1v8jTkYoZvcT4RHwz/BuM9h+NtYtfNxnIDRm54q7GCRHXt2B3LeWKcfPHpW8rVc54QQ1vo2iJjOMCr/t+HUp7lkbtJvLfvxH/F4HmHzRH0zZNRdrdwx2h20PFS5PcJCcl49CuQ5i5cmb6s9zfrz+O7TsmnqkBYwZArfB8egbgRcoLUZDXb1E/fRtFtNZrUQ8R4RGKalMT8bHxYl2kqP4zYhgaqnlS7ZzcZ9XrVVdMR8DEADRp3QT133197yjBnag76NGgB/o274uZw2fi/p3MLj05OLb3mPAMTP3PVPGC5NvBFzvX7YRannNyLZIHRQl3YvUG1RF+NBy3rt8S6auRV3H+r/No1LKR7Fo0LzWiBmxtk7HrATVjnPvrHNQM1/QMwPMnz8UN8KYbk9LUnsUAqampWDJ1CWo0qKGoK/H6xesY2m0oUpJTYOdgh+krpgvXnhKQ0b1y/opwoSlJ1bpVRc2K2vGoDTgoIAgjeozAqr2rYO9oL6uWu7fuYlvwNvQc2BOfDvtU1GIWT1kMSytLtO/ZHkpCbVdxMXFo30MZHX2H9EVCbAJ8WvnA3MJclDlUo2rbva3sWuwd7UUb/drv1sLzHU8UK1kM+7ftR2R4pGiDVTNs9BhZWDRxEaIuR2Hxr4sV1eFRwQMrQ1aKwuvQH4fg7+ePgI0Bshu+B3cfiJeAuT/PhbVtzp2GjY2uK5wCsKrVqSYCOMJ2hqFT706yapFSJVHT8x3nK9IUHEHtRjt+3qG40ftjwx9o3LIxXNxdFDn/gZ0HsG/rPkxcPFHcr1cjrmLptKUo4VZCkbyZsHAC5oyZg56NegojXKlGJbTu2lp4vdQMGz0D4FzcWVx0imDShdLFSyrfTqI0iyYtwvHQ41i0aRFKllK2gdvK2ir9TZQKV6pJ/LrqV3zt/3qAdDmggoHuj0EdB6Vvozf3syfOiijgPVf3iMHZlYCCRijY5+6Nu7Kfu4RrCXhW9MywjdKHdx2GklDEb/iRcExbkf8B7/PK8m+Wo8+QPmj9YWuRrlClgnBDUzujEkavTPky4plOTEgUNVAyvtOGTFO0DTY3sNEzUEFaqWYl4W/Xdg0gdx6lu/t0h6lCEZLfTf4OR0KOYOHGhap8GEgjtdXITb3m9YT7UJfZX88W3TmoYFPK4GmDa+7evIu2H7VVpN3q1rW0Nistt6/fhltZNyhJyMYQEdTStHVaEIkSJCcmZxr9itJUO1YSO3s7sVDk7V+H/sKXE76EmmGjZyCoDcL/a39h/LRdFqjrQPtP2itSaN25cSc9HX0rWrhCnIo6wa2Mm6xBGqHbQkWEl72DvehbRDgUcRAN3nIT6B+IRq0awa20GxLiExC6NRRnjp/JFGUqV5vIm22btva2KFKsiOxtnstmLkPTfzWFexl3PLr/SPTbI89Fm65p04fJ/RwN6z4MwUuC0apzK1w4c0EEsvj5v55dRW7oBTZkUwja9WinWFcOgq5R8OJguJZ2FV0WrkRcEVHj2ohxuTl58KSY9ZWaDKi8Wf7tcvHSppSe3MJGz0CQy4ECWqjAEJ3Tq3lj9trZirg3qf/OqF6j0tPfT/9erOmhpT4+ckGhy8SoT15rIShoQgl3zNPHTzFr1CxhfKlvE7mHyOA1eM84U2EVFB5GP8TMYTMR8yxGuOprNqyJpVuXZgrXlwPq2DxjxQzRUT9oURBKeZTC0ClDFQnW0HLqyCnhRqSoTSWhwS6oMzi1j5NrnPrGdfm0ixhgQQniY+KxcvZKMZiAk7MT3uv4ngisoaAjNaNudQWM7v27i0Vp6jStg7B/wpSWoQoNuoydOxZqhgJqlGDyUuUGMMiuRkOLWmj4XkNV3MvkHaART+QesSc7WnVpJZaCBvfTYxiGYUwGNnoMwzCMycBGj2EYhjEZ2OgxDMMwJgMbPYZhGMZkYKPHMAzDmAxs9BiGYRiToUD306MhpIiYmJh8j7gg1ppUPH76GEqSmGyB1BQLmCdr8PipRlEtatPDWlhLQdbDWrImIdkSqSnmMEu2yldZrv2t1i5kh5n0tj1UzO3bt+Hh4aG0DIZhGEYl3Lp1C2XLli2cRo9qaHfv3oWTk5MikzqaGvQmRS8ZdFMVKaL8RLCmAOe5/HCeF8z8JlMWGxuL0qVLZxqYu9C4N+mP5WTRGeNANyYXBvLCeS4/nOcFL7+dnZ3fug8HsjAMwzAmAxs9hmEYxmRgo8fkGhsbG0yZMkWsGXngPJcfzvPCnd8FOpCFYRiGYfSBa3oMwzCMycBGj2EYhjEZ2OgxDMMwJgMbPYZhGMZkYKNn4ixduhTly5eHra0tGjdujJMnT2a7b2BgIN59910UK1ZMLP/6178y7d+/f38xOo7u0r59exn+SeHM89WrV2fKT/qdLhSLNnnyZJQqVQp2dnbiuly5ckWGf1L48rtly5aZ8puWTp06pe/D93jOHDp0CF26dBEjo1DebN269S2/AA4cOIB69eqJCM533nlH3Pf5uY45wUbPhNmwYQP8/PxEuHB4eDhq166Ndu3a4cGDB9nemH369EFYWBiOHz8uhg764IMPcOfOnQz7UQEQHR2dvqxfv16mf1T48pygUSp08/PmzZsZvp8zZw6+++47LF++HCdOnICDg4M4ZlJSEkwdffP7t99+y5DX58+fh4WFBXr27JlhP77Hsyc+Pl7kMxmp3BAVFSVeKlq1aoUzZ85g5MiRGDhwIHbv3p2v5yZbqMsCY5o0atRIGjp0aHpao9FIpUuXlmbNmpWr3798+VJycnKS1qxZk77Nx8dH6tq1q1H0mmKe//TTT5Kzs3O2x0tNTZXc3d2luXPnpm979uyZZGNjI61fv14ydfJ7jy9cuFDc43Fxcenb+B7PPWRitmzZkuM+Y8eOlapXr55hW69evaR27doZ7DrqwjU9EyUlJQWnTp0SrjDdsUwpTbW43JCQkIAXL16gePHimWqErq6uqFy5MgYPHozHj5Wdrqmg53lcXBw8PT1Fzbpr166IiIjI8JZ87969DMek8QfJ/ZPb61hYMcQ9/uOPP6J3796i9qwL3+OGg66F7jUiqBanvUaGuI66sNEzUR49egSNRgM3N7cM2ylNhWhuGDdunPDb696M5PYJCgpCaGgoZs+ejYMHD6JDhw7iXKZOXvKcCtVVq1Zh27ZtCA4OFjOLNGvWTEyrRWh/l5/rWFjJ7z1ObUbk3iRXmy58jxsWuhZZXSOafSExMdEgZVWhmWWBUQ5/f3/88ssv4o1XN7CC3oq11KxZE7Vq1YK3t7fYr02bNgqpLbg0bdpULFrI4FWtWhU//PADZsyYoai2wg7V8ugebtSoUYbtfI8XbLimZ6K4uLiIBvr79+9n2E5pd3f3HH87b948YfT27NkjHvicqFChgjjX1atXYerkJ8+1WFlZoW7duun5qf1dfo5ZWMlPflMwBr3UDRgw4K3n4Xs8f9C1yOoaUQAXRSMb4rnRhY2eiWJtbY369esLF40Wcp1RWrdm8SYUKUg1jJCQEDRo0OCt5yE3HLV3UDi9qZPXPNeF3Dznzp1Lz08vLy/x4Osek9xCFMWZ22MWVvKT35s2bUJycjL69ev31vPwPZ4/6FroXiNi79696dfIEM9NBvQOfWEKDb/88ouI8lu9erUUGRkpDRo0SCpatKh079498f1nn30mjR8/Pn1/f39/ydraWtq8ebMUHR2dvsTGxorvaT169Gjp+PHjUlRUlLRv3z6pXr16UsWKFaWkpCTF/mdBzvNp06ZJu3fvlq5duyadOnVK6t27t2RraytFRERkuC50jG3btklnz54VkYVeXl5SYmKiZOrom99aWrRoISII34Tv8bdDeXT69GmxkIlZsGCB+Hzz5k3xPeU35buW69evS/b29tKYMWOkCxcuSEuXLpUsLCykkJCQXF9HfWCjZ+IsXrxYKleunDBmFBb8559/pn/3/vvvi/BsLZ6enuImfnOZMmWK+D4hIUH64IMPpJIlS0pWVlZif19f3zzdmIUZffJ85MiR6fu6ublJHTt2lMLDwzN1W5g0aZL4ngqGNm3aSJcuXZL1PxWW/CYuXrwo7us9e/ZkOhbf428nLCwsy3JCm8+0pnx/8zd16tQR16hChQqiq44+11EfeGohhmEYxmTgNj2GYRjGZGCjxzAMw5gMbPQYhmEYk4GNHsMwDGMysNFjGIZhTAY2egzDMIzJwEaPYRiGMRnY6DEMwzAmAxs9hmEYxmRgo8cwDMOYDGz0GKYAM2XKFDGnG83sTZNq0izeNJs9wzBZw5PIMkwB5dWA8WJC2TJlyiAyMhI+Pj5ijkMyfgzDZIYHnGaYQkTfvn3h6uqKgIAApaUwjCph9ybDFFBu3ryJoUOHokaNGihWrBgcHR2xceNGlC1bVmlpDKNa2OgxTAHk4cOHaNiwoZixe8GCBThy5AiOHTsGc3Nz1K5dW2l5DKNauE2PYQogO3bsgEajwfr162FmZia2LVmyRASx1KlTR2l5DKNa2OgxTAGkRIkSiImJwfbt21GtWjVhBGfNmiUCWkqWLKm0PIZRLRzIwjAFkNTUVAwZMgTr1q2DnZ0d+vXrh6SkJNHOt3PnTqXlMYxqYaPHMAzDmAwcyMIwDMOYDGz0GIZhGJOBjR7DMAxjMrDRYxiGYUwGNnoMwzCMycBGj2EYhjEZ2OgxDMMwJgMbPYZhGMZkYKPHMAzDmAxs9BiGYRiTgY0ewzAMYzKw0WMYhmFgKvw/JLbS1FJEFX8AAAAASUVORK5CYII=",
|
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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": [
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n",
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n",
|
|
"[00:54:01\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/notebook1/input_power.h5'...\n",
|
|
"]|Computing normalization of the power spectrum...\n",
|
|
"[00:54:01\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum done.\n",
|
|
"[00:54:01\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum...\n",
|
|
"[00:54:01\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum done.\n",
|
|
"[00:54:01|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=32, L1=32, L2=32\u001b[00m\n",
|
|
"[00:54:01|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=64, N1=64, N2=64, N2_HC=33, N_HC=135168, NUM_MODES=1914\u001b[00m\n",
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/notebook1/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": [
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n",
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n",
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/notebook1/input_ss_k_grid.h5'...\n",
|
|
"[00:54:01|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=32, L1=32, L2=32\u001b[00m\n",
|
|
"[00:54:01|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=64, N1=64, N2=64, N2_HC=33, N_HC=135168, NUM_MODES=51\u001b[00m\n",
|
|
"[00:54:01|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/notebook1/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": [
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/lpt_density.h5'...\n",
|
|
"[00:54:53|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/lpt_density.h5' done.\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps10_final_density_cola.h5'...\n",
|
|
"[00:54:53|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps10_final_density_cola.h5' done.\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps3_final_density_cola.h5'...\n",
|
|
"[00:54:53|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps3_final_density_cola.h5' done.\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_pm.h5'...\n",
|
|
"[00:54:53|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_pm.h5' done.\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_spm.h5'...\n",
|
|
"[00:54:53|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_spm.h5' done.\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_p3m.h5'...\n",
|
|
"[00:54:53|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/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) = 932.3659057617188, min(DELTA_PM) = -1.0\n",
|
|
"max(DELTA_P3M) = 1230.1751708984375, min(DELTA_P3M) = -1.0\n",
|
|
"max(diff) = 390.24505615234375, min(diff) = -88.38835144042969\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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u2bNnoOsCDI62AIBhZj8HBG0BUAUm5wYAejp4L5+AJgYklHEH8n6I15vfpTyYRAdgfq0mHGt1g4deiucrexK/VgOlY6BcP/dnMViw8XXF4LzmCQzpTj4gP7JKq4Hx+aD5QTp9+vScv8d3IgZ6xvf+zJkzs3/WJWcBVEVV29aYrDiOuXMPPvjggpfVeNFZLDOWTf3I2r0ja/de1bN2/nl32+bnk3s396HG67v33nu7Xk+AOsnb1rhxQbcXv+YZvZkLV6G42A5379593c8bb05Vlm3btl33s4MHD2aDvFFMtCP6TQGKi3ZzIRkufif6dWISrzJvdqivFKgqOVvOBuiEnA1UOY/W9byOnAwwHGRlgGIa28oYU65NgdGkLQBgmNnPAUFbAFSBybkBgJ4O3ssnPNu+fXtWJ40D9vI7ngPQemB2czsZA91i8rV+iwnVytQ8MV8Mmm68ecOgXlcMzov9MN2LLBPf3/z72m5w5oEDB7JBiu9AXPwQk8XOzMxkJ06cmB2wGevd7QURAKOqim1rnCxsvBFWZKpu1iUuXGjMZLFsN5+qF1m792Tt0c3aed9mbFNlTHYf7XWr7SSew0AQYFTExAPR9keuLitTt7pxRjxH4wWxwPza5bD77ruv1OeJ7b75WCWOQQe1vUZb1OoGMQC0F/2H0V8a/abRTxPtevTZNGa7+P/od4xj6ajJ+1jj/8vsV9VXClSdnA1AUXI2UNU8WufzOnIywHCQlQGKaxznqk2B0aUtAGCY2c8BQVsADJrJuQGAng7eyw9yypjkpp9iAEUM6GicYByA6yczi8HZVZhUL3/usiYqbDURYtkTEnbyumJwX6PoSCxykwzml08EmA+Kb9z/Nxr0ZHoxOLN5oCkAw9e27tmzZ86JwjIu2mq82VYsO56DepC1+0PWHt2sHe1hrFOZ21T0f7bqAzUQBBgVMfFA3u6tXr265T6/U+3OLeXPBaRF5mm1LeU3UylTq+PYQWyv+Wtrd44bgGL9Jc03OIxH/H/c6PDIkSOzNa2O9cugrxSoOjkbgE7J2UDV8mjdz+vIyQDDQ1YG6OxGOM03FABGh7YAgGFmPwcEbQEwaCbnBgB6NngvH5RQtQnPispfs8lzALKW+4BWHVkPPvhgNkhlTKwWk8M1T4QYg6ZjEs9BaRyYl7v33nvto0r4rJtzTquBlPE+Hz16tM9rB8AoTsaci9xRRvZoPh4f9A0nKEbW7i9Ze/SydqxbPG+rz75brbbdeK6DBw+W/lwAVXPs2LFr7V48Yp+/efPmrpfb6vySG2lAZ9pdpF72RCWR/Zq32WgL+p2t43W1WhcA6kNfKVAHcjYAdSNnw3DpNo/W/byOnAxAmWRloOq2bds25+/RprjODUaPtgCAYWY/BwRtATBoJucGAHo2eO/06dOzfw5ygqVu3HPPPXNeBwAvue+++677WUyq125/0S+xz9myZUvpk6mVMRFhN2JQXry/jWIA+Z49ewa2TnUXnbDxHjZ30Db/PXfo0KE+rRkAo6h50H23eaZR48S4se8zwL/6ZO3+krVHL2vn/ZnNn3sZ2l10W/aEPABV1Gqyg7jBa7cTLrQ6xzTfjWOB9uc8mzXfOKcMrTJfv29UEs+3devWvj4nAOXRVwrUhZwNQJ3I2TB8us2jw3BeR04GoAyyMlAHMS61eRy5HAqjR1sAwDCznwOCtgAYNJNzAwA9G7yXD9hr97tVlw8MbDXwEGCURdvfavB1q4n2BmH37t0L/t19+/Zd1+7H4LpWk6v1W6v3t9X6Ukw+AeDOnTvn/Dw+61YDKvs9YB+A0dI8aWuZx9HNy3LDiWqTtQdD1h6drB2faWxjMUijV9+9xouqcvGcvk/AqHIDVBi8djdS7sWEKM0ZsN83KoljqshdvbgRCwD9oa8UqAs5G4A6kbNh+PQqj9bpvI6cDEAZZGWgLprHcEcWNUEZjB5tAQDDzH4OCNoCYJBMzg0A9GzwXj4wr93vVl1+J6UTJ04MelUAKqXVxHUxwVpV2vtuJlnbs2dPqRMQline31YT2bVaZ9IeeOCB2fe0+c6JYfv27df9LDpt57spCQB0O1FsozJzVfO+7ujRoyaIrTBZezBk7dHJ2tEG5mJQRlys22pC/G5s3ry55c+PHTtW6vMAVE27vLJx48bSn6sKN/eAOplvmyn7+DAyYHN7EHmrFxMUtrt4vlW2B6Ae9JUCdSJnA1AXcjYMp27z6DCc15GTAeiWrAzUSWTP5mwdY29d6wajRVsAwDCznwOCtgAYJJNzAwA9G7yX/7wqE0gt9HXnk4wD8GKnVatByzGhWZXs2LFjQRPINe/TYj/QakK5QWn1Psd605m847XdoPh2Pz9w4EBP1wuA0dQ4UWyuzPzR6qK5Vs/J4MnagyVrj0bWzrexuKgq1jU+4w0bNpQ6OGMhNzkEGAaHDh267md79+7tesKFVu1nnc87wShola37MRg2jjnieLdqx1AAFKevFKA9ORuAhZKzgWE+ryMnA9ANWRmom1ZjuLdu3Wp8KowYbQEAw8x+DgjaAmBQTM4NAPRMfkBT50kS1qxZ447kAA3uv//+634WA7E3bdqUVcn27dtLeW3btm3LqqTV+xz7qX379g1kfeoqn/hvvkHxrTps3U0RgF44cuTInL93e5Fbs1bLe/jhh0t9Dsohaw+WrD0aWfvUqVOFv6Pd9Ce2oo8RGHZxgeqZM2ey/fv3zz5OnDiR7dq1q+vltmo/W13ACrQ3Xw4p+xi0Xd6LdqHXDh48WMljKACK01cK1ImcDUBdyNkwnLrNo8NyXkdOBqAbsjJQN7t37275882bN/d9XYDB0RYAMMzs54CgLQAGxeTcAEDPBu/lk9304mKTfomJxU+fPj3o1QCohEceeaTlneSqNqlePmi8E0ePHm25r4u751VNq4Hc/RhIPkxi4r/4jsx3A5F2n70JugEo27Fjx+b8vRc3uGo+Lo9cR7XI2tUga49u1i7zrumpvlKAYRZtYEyCEI8ycm273FrFHAFV1u5cZ69usNxqQpLIW70+Fo3s3moiFgDqQ18pUCdyNgB1IWfDcCojjw7DeR05GYBuyMpA3USb0uqmOpGBjaeC0aEtAGCY2c8BQVsADIrJuQGAng3ei4mX6jwxd4j1L3NyHoA6azcpXVU7rzqZNPDIkSMtf75x48asalrdzS/2VfPdSIOXPPDAA7N/bt++fd66GKzfKseYnBGAsjUPtF+zZk3pz9F87N58QQGDJ2tXg6w9/Fl73bp1LX9eZh9mu+/LLbfcUtpzAIyKAwcOFJpkAZhfuwu8O73xTidaHcv0Mu/lk63s3LmzZ88BQO/pKwXqRM4GoC7kbBhOg8ijVT2vIycDsFCyMlBHu3fvbvnzw4cPXxvHCww/bQEAw8x+DgjaAmAQTM4NAPRs8F5MdrNt27aszmJSJpM8ALzo4MGDtZlUr9P1ig64VoPgqniTiXb73nafD3MdOnRo9s8dO3Yka1vVHD161OSMAPT0WLsX+aP5goHYl9mfVYusXQ2y9vBn7eirbPXdK7LORbW70d98NzkEoLVWA+b27t07kHWBOnv44Ydb/ryXE4e0yle9zNUx0UrkLZkLoL70lQJ1I2cDUAdyNgyvQeTRqp7XkZMBWAhZGairaKu2bNnS9nig3RhWYLhoCwAYZvZzQNAWAINgcm4AoGeD93bt2jU78KzOYqBePrEQwCiLjqlWA8CqOqle2LBhQ6G6eF2tOt7muwFFFSdCPHLkSN/XpW7is44J/+LGG0W+t9u3b2/5c5Mz9te+fftmt+exsbHZm79s3bp1QXezjM/+/vvvn11WLCeWly8zbsgSz2OgK9BvrTJI80D8MrTa7x07dqz052FhZO3qkLWHP2vHuj300EPXbsYXf4+Lgcu8ILhOk3PL2kCVtbppQ7SlZd5QAUZpe2oW21Ovb1DcPBg2tulWN+8pQ2SYQU460y/yGzDM9JVCPeUZL7JYni1Wr149J1/Ml1ni9yJ71JGcPTzkbGCYydkwvAaVR6t6XkdOLp+cDAw7WRmoY7sV2Sly1HxZN3IbMLy0BQAMM/s5IGgLgEEyOTcAUMvBewAMfj9Q5Un1QuyjYv1S69jutVVx4rR8cF6rAXrtXgcvyQeFF+1oje9Oq+9B3W8+Uhcx2D46zWNQfnSixzZ9+vTpaxd3x7898sgjyeVE53tcAJ4P4o9lxTYUy4vPN/6eD/6PuvgToF+iXWvWr8mY3RW4OmTt6pC1RyNrx3PHhOszMzPZmTNnZm8w2I+bHFZpm5a1gTpo1Wa4mSp0LvbvrSa1KPPmJO20mpykF3kvn/RlmCfvl9+AUaCvFOoltpvIIZEZok8w/h435IucGcdux48fn+2DizwRkxrFnzH5WuNE3PH/0a944sSJrG7k7OEgZwOjQM6G4TTIPFrV8zpycnnkZGBUyMpAXUSbEZmqOaM136AmF1mtVzeqAQZHWwDAMLOfA4K2AKgCk3MDALUcvAdAf8VFk3WaVC9ft7jgM3UjiXavLTrtqiouXm0W++oig51H2YEDB2b/7GRQfKsB+/E+GxDZexs2bJh9nyNzxqSJsa3Gn3kHevxbXtNKfE5553uI5cSF3bGM/GLw/O+NEyXGRQDRcQ/QD/2acKJddqAaZO1qkbUXRtaefzL3qt3gUNYGqi4mZ2ve98YEClW60QHUxZ49e677Wezz2w1SLVNkoOYL2POJS8oUE7y0eq5hIr8BgxRtSLQf+UUPMbluPOL/88mVymjb9ZVCvY7Zog04ePDgbK6Im+BFnoib4EU+yW/uGH9Gf2Ecz0XOiD/z9iTGI9Z54jU5ezjI2cAgydlAXfNoVc/ryMnlkZOBQZOVAV5qK/Kbo+TjUqPPPc9okU3b5dI6978Dc2kLABhm9nNA0BYAVWJybgCgdoP3AOi/dgNoqzypXlHHjh2r5WSIrdR9ErteivcmBmp2ml/a1buLYm/ld7OMQflxEfd8N4hpNRg/LvZovkAgltNq24nO+Bjw3/hv0XHfarJIgLK1GmB/yy239OW5T5061ZfnIU3WrhZZu3Oy9kvifWjVtlcpW8raQNVF+9I8QC4mcOjkBhDAi+LC9OYJUWK//OCDD/ZtHVptuzGJY5kinwxzvpDfgEGJ9mP16tWzbUi0BdE2RHsQ2SwecVyfZ7eo27p1a1f9J/pKoR5im4+2IL+BY3M+SWXD+J3oN442o67k7OEgZwODImcDw5BHq3peR07unpwMDJKsDPCSaAfvuuuu2bYxz05xU4FoDxsnJNu9e3fL34/2Mf9doL60BQAMM/s5IGgLgKoxOTcAUKvBewAMRrtBa1WeVK/b17ZmzZqsqtrd2e/hhx/u+7rURXTAhu3bt3f0e/EdX79+fdvl0ZttMjJovPetLuZubnfy+uYLwvOB+0UvCG++QCQ64k3CCfRav9qZVtlBG1cdsna1yNqdk7XnX/f4TlXlJoeyNlB10TbEhfyNF8EeOnTIxNywwIGqzfvgfALFdpm3F1pNolFm3stv7FKVvFU2+Q0YhBgjFDeNi/YjLmiICx2iDYn2O9qRyGbxiAmW4t8ir0U7E21y/F5jO9QJfaVQfbGd59v4kSNHFtSHHf2BDz30UFZXcvZwkLOBQZCzgWHKo1U9ryMnd0dOBgZFVgbIrstDjTk7+tUfe+yxln3y82XvOo/FBbQFAAw3+zkgaAuAKjI5NwBQm8F7AAxO48Dpukyq1+1rq/K+rt37bpBebwbFtxqwH+918w1MKEfeAd6cQ+fbPg8cOHCtEz6/OCA631tN9tjOtm3brvtZDOIF6KXTp09XLgPRf7J2tcjanZO1X3Lw4MHrftbuzuyDIGsDVRbtzIYNG67tczdt2pSdOXNmaCc4gH4MVG0U++5BnOON7NA8QDayXln5OvLNME/gL78BgzjGj0wWbUdksZj4JDX5buS12MfkddFmbd26tePn1lcK1XfffffN/hn5q5ubS0YuKTpJW5XI2cNDzgb6Tc4Ghi2PVvW8jpzcHTkZGARZGeD6MbWN42rzNq9d5o+ft+tvLzMLA/2lLQBgmNnPAUFbAFSVybkBgFoM3gMgq+TAr7rvE+o6qK3u73u/5R2qCx0U32rgd+OgcsrPoWG+z6t5243POB7RCR/bx5EjRzreTlrVx81qAIbVIC8s4CWydvXU/X3vN1l7bo5t/t7HRWBVmmhI1gaqJPYf+U1i161bN9vORBsU56KirVlIewOjLvbZcX63+QYokUcGeY631Q1Z8kk+uhFtRrQjC7nYvi7kN6Cfom2ONjX2G522HXH8G7/TOKFKndpnfaWQFtt1njvK2L6rdEO7FDl7+MjZQD/J2cCw5NG6nNeRkxdOTgb6TVYGmCuydp7JQmTtQ4cOLSgDN7aPQL1oCwAYZvZzQNAWAFW2eNArAABUSwyMioOY5sFMMdBh7969A1svAAZnmAd+zffa1qxZk9VNXSdA7LV8Yr+FDriMgZ6bNm26Lh9Fp6981JuLujsZ3J+79957Z/+MC05iwO1CP+vG5btLJlWRH6PF97Ou++XYr8a2Ga8l2lTgRXXdpouQtUeDrP2S2Mf14iLfssja0Jqs3R/5ZA2x7bdra6J9ipqFtjMwyud2YxuLi8+bM1W0CZGpYsDqIOXbd9l5L5aR58lhJL9Ba/Jbb/cp0eYstH2O1xTHwfkFENGOxWus2/E9kCVvprdx48aul9euX7Aq5Gw5uxU5m2ElY/eWnA3UMY/W+byOnLwwcjK0Jiv3lqwMMDdv7tu3b04+euihhwq3h+3626NvP+YGAOpBWwDAMLOfA4K2AKg6k3MDAAMfvAdAfdVxUr2iYgBldOZVUbsBznUd9NlrZQyKj0GbzTkpPof4WdUGqg775I7Hjh1r+fP4PGKAbTcXe7TatuJnVW0LGA3xHWw80VTn15FfNKPdfInJfpmPrD0YsnZnZO0XxYVdzd+dGNBRpfWXteF6snb/5IPgWrUFse7xiH1KPOJ8VOwbtm3bpo1gJNx3330dZf/IpfkEAK22qdhuYvup0qQorSZeLCPvRT6Zb6KQupPf4HryW2/FunR7k6l8IpX89cXntX379kJjjvSVQvXHF5Ytck6vJueWs+XsduRsmEvG7j05G0ZT3fNonc/ryMkLIyfD9WTl3pOVAV4UWTW/0UDu0KFDHWWhVuNwe9W3D/SGtgCAYWY/BwRtAVAHJucGgCFQ98F7ANRXlSfV61aVB9u1mxhwmCdwXKjoXI3Psts7HW7ZsqXlz6PDt2oDVess7wyf7z1t1zkev9OLix+GtY2jPvILhuLilirvm4q+luYTZ0B7svZgyNrFydoviou7mi/Gy294WCWyNlxP1u6fONeUahfjM4hJHPbs2TP7WuIR+4gHH3xQe8FQW+hA0NguYtvK/7znnntm27Sq3nC51UDYbvJePgFMldu+bslvcD35rbcToJTVbsTrivFGuZjU6cSJE6UsG6hGv2m0w2X0223cuDHrFTlbzm5Hzoa5ZOzekbNhtNU9j9b9vI6c3Dk5Ga4nK/eOrAzwktjHNN8gJXJ1p9m13TjcEFm21TwB0XaWfSOK/Hgm+v83b948+zrqkOvifWjcl7QTr+Wxxx7ry2tat27dtZtPzCeO3bodx83gaQtas20CDAf7uWqwX2WU24JeqXIbY5uHhTM5NwAMgboP3gOg2oZ5Err5Xlu7SfmqoO4DPPspBtSH7du3d72s6Kw9fPjwnJ8dPHhwdnAo5WTa+G6nOtEffvjhlj/v9nNwR0yq7MiRI4NeBaBHZO3qkbWLk7Vf1DwwJPpZq7bvlrWhvaptr6MszlXFAKq4ADfa1pgEIPYN8TC4imFW5oXnVdZqIGxM3LLQnBG/F+e0h/VG0/IbtCe/9UaZ+6JYVuOg/hhMH23+KOzvYJhFf2/edxpZo4zJuXs5RlHOlrNbkbOhNRm7d+RsGF2jkEerfF5HTu6MnAztycq9IysDvOi+++67btxy6kY57URmbZWt2k1OFpNi5RkwxnVHXbsx1PnEYPn/N4rfid+PP/NJtmI9oi1ubKfLytPxHJFB4zkab6KRz5MQrynGNXdyDiJqi7wX8bO4QdFCP6Oi4r1rN2FZ/jrzcfrDepwyarQF7V+LbROg/uznOifz2q8Oo0G2Bb1S5TbGNg8LN97F7wIAFREH1TMzMx0/zpw5M3sn8OPHj89OphMD4EzMDUCz+e5yVveJ6+r62tpNZliHO2v2W3TURQdcGRln586dLb8nzZMIsjBxcUaryQ3b1TWKHNttR2ucoGqm8xaAXqtrHh3m1yZrFydrv/geNA7miO9JFS/Mk7WBOsnb0sYJAGIg2ebNmwe6XkD3Wl0Av9C8FzmsVYYcFvIbUPc819xX0OuB+0DvNWaBfMI9qkHOLk7OBupMzgaqqqrndeTk4uRkoO5kZaCu8hvcNOfYhWahdjdbaTdmO54rsnw8Yo6BmG+g1U12oo2Nf8trYy6Cxkf++zFXQcxbEP8fy8nHXUeejgnLGm+ksBAxiVdk1lhW4wRlMb9CtPvx+mM87759+7INGzbMHpMUvRFM/G7ze5HvS5r3Mflz91I8d6ubDsXPY91iHfP1bVVHvWgL5n8ttk2AerOf64zMa786rAbdFvRKldsY2zwsnMm5AQAASGo3EV27ieuGQZVfW7uOQYOR58o7acsaFB+dkK22hQMHDpSy/FGXT2LYrkM8/+63+v7v3r276+ePTttmblwDQD/I2tUiaxcja7846Kn59ceAiCp+V2RtoI6i7WpsU2NAXgwoq/JNPoD5tZrYIwaMdyrag2gLtm3blg0r+Q2ou+b2K46hW03gBNRH88R6ke3KuDAnLqYZ9KR9dSdnFydnA3UnZwNVVrXzOnJycXIyMAxkZaCOWo2/7ebmAvfcc0+Xa9Q6323cuLGjZUSWi9fx2GOPzWmf8wkEF3KMEL8bxxfRvsc43XxSs3iemAwtJi3Lf57fqCf2A/F8qZvQtJNPqLZ9+/Y545tj/Xu5j4nJFWOcfTxvu3ViuGgLOmPbBKgX+7niZN6568RwqWJb0CtVbWOCbR6KWVywDgAAgBEWA6Zb3TkxOnjrLjqnWr22uLNc3SYzjE53rp/Ir8y748UA++aLjJvv1MjCxN0aY3ucbzLDVh27Ud9uUtNOtFq2C8GBYbZmzZpBrwL/f7J2tcjaxcja12fFGPQ038WqgyRrA3UVA0hj8FhjPrr33ntbXqQPVF9+Q5bGAaH5xCadZI6YQKXdzV2GhfwG1F2rfpTIdlU9btZXCmlxYV9klOYLpyKbxUVFC+0njLaB7sjZxcnZQN3J2UDVVem8jpxcnJwMDANZGaibGBvbPE6829zZ7nc7WWar2oWuU/xejKuNbJdnvhhTHscMcYxQdLmRV2MCssjm+SSE8z1nflOefDxyvNf5cy5UPG+sQ/NxQi8UeZ1VEt/jul7zEPvjso5rFkpbULwtaMW2CVBt9nMy77DsV2Xe4WwLeqWKbUwrtnloz+TcAAAALHjCwCpPqtfta1voHeP6od26dXrXvGEXnbX5YPGyOr2j87J5wsAQP9Mp2J3osE112kYHcqvfK2ObavUdqeqA3MYL3mO9W70vQD1U4WQfgydrV4usXcyoZ+1Y18bXXeWJuYOs3TlZG6ohJgKI9qLxovzIFvkEcED9NA/kzPPerl27Osqiwz6Jo/zWOfkNqqVVP0qriZYa6SuFaottNDJbc5aLY7StW7dey3rRbzbsE9dVkZxdjJzdOTkbqkXOBqquaud15ORi5OTOyclQPbIyUDd79uxpmTF6MfH/oG8IEHl69erV1/4eOeq+++4rlLPjeCIyfdR2cpPQvXv3zhmPHMuJCQ/j553I9xXx2TQeW8RxQq8cPHhwdpK1VuPvq3hzjLpOUthokGPAtQXF2oJmtk2AerCfk3mHYb8q83ZvlNqCXpGlob/G+/x8AAAA1FBcQNnKMHQmtnttx44dy6povk6nGNhed2VN1JifUIjvaHR8l/XILyxuNuyD76ui1SDZdttwt8uNzuV8wsmqGoY2GEZdq5N9p06d6sv+1YUF1SFrV4esXcyoZ+0YeNCYH6s+MXdRsvbwtcEwLGKQaKt9kYFZUE+tBtN2MilLbP+RJToZgD6s5Le55DeollZtRmyn8/VN6CuF6osL+ObLYZHVoo8vLgaK/r7IfnHhTpVv1jgs5OzyyNlzydlQLXI2UAdVOq8jJ5dHTp5LTobqkZWBOols3JyPy8id7dqWQbc58fxx45xGce6gyMRf+SRuce5hw4YNhY8r4jmbx/U237in0/1M8zjyxokQyxLvSTxX1fPwsOXiQY1D1BYUbwvasW0CVJf9nMw7LPtVmbf75x2ltqBXZGnoL5NzA8AAuOAEgLppN9FY1SfBiY7o1DrW7bW1m8hwGCaDy08clKHfE/jFAHEZr7fi/W11EqOM7/6BAwd6stxeO3369KBXAejSIE/2DetdgOuobnk0J2vXi6xd3oCAxouJh2Vibln7erI2VEe0Ga1y83333TeQ9QG602ogZ+SQooOXI4tu27YtG3Xy2/XkN6hHv+d8N2zTVwr1EHms+WKfViKrtJqsu9XEa3RPzi6HnH09ORuqRc4G6qBK53Xk5HLIydeTk6F6ZGWgTvqdgarQ5sS5gnaTEM6n8ZxCjD2/9957Cz9n87FA8/K6vflPJzf+KSqW2eomQ1W1a9euWk+wFlkgvieDuiGTtqB4WzAf2yZANdnPvUjmrf9+Vebtzii2Bb0iS0P/mJwbAGo8EQ4A9Et0GrYafBaDbasySVq7idNSncjz3WmtipMGxuRvrWzevDmru/g+lTHIMb6T8blH5+zMzEzpj+PHj7d83oMHD3a97rTXaltu1zaVsezt27dnVTcsd1yFUdbqZF+/slVMhEE1yNrVIWunjXLWju9s40CGWNc6XBRahKx9PVkbqqVVexvtchXzBJDWaoBlkcGceRY1QFN+a0V+g3qYr69LXynUR2S3mKSuk4vP8sm6o681xk46niufnN09Oft6cjbUg5wNVE2VzuvIyd2Tk68nJ0N9yMpAFfUqA7VqwyKzDfJmBKljhFSuan5N7W4c08ott9xSao5rvnFpkfXvRH4MUqcbBO3duzc7ceJET8aT9+Nx5syZ2bHgg5psUVtQzrZk2wSoJvu5F8m89d+vyrzdGcW2oFdkaegfk3MDQE0nwgGAfmvX6XHs2LGsivJB3EU6C9tNqNbN3SF7pd3g9EHdsbDsnFRG525c1Bt6NSg+7hDZaj17cTdA5p8ss4zJEGObatUJX/WJFmOdqzxhK1BMq/6B06dPl/48rZapb6JaZO1qkLXTRjVrx/t37733Xvt7DEyJdR0WsvZcsjZUzz333NPy5wcOHOj7ugC9Of7Jc+Z8oiay4jDlsIWS3+aS36A+5hu4r68U6iX6TOPis5iku9OsEJkjJugukgEpTs7unpw9l5wN9SFnA1VTpfM6cnL35OS55GSoF1kZqJrIEa3GKpeRgVq1Nxs3bsyqLHUDn1bjiVvdXKFfmseTlzm2OY5BYvn2EaNBWzBXtzfzsm0CVIv93Fwy70vsV0eLtqA/ZGkon8m5AaCmE+EAQL+1m3wtLras8kC6Ip01W7dubfnzhx9+OKuSdne7jNc4DPkiXl8ZJwzyAfy9nESx1fZQ9t0AmevgwYPX/Wzz5s1dL7fVBR9xQUXVO3pdrA7DezFaLy7eabXMQZ6k53qy9uDJ2sWMYtaO9y5yZ96WDtvE3EHWnkvWhupp1+4ePny47+sCdC+yQPPA2shaqRv4xGDPXt0kpm7kt7nkN1iYvO3t1fF2q7bj1KlTbev1lUI9RT9hTNR25syZ2f7sHTt2FO47i2y3b9++nq/jqJCzuydnzyVnw8LI2S+Rs2F0Vem8jpzcPTl5LjkZFk5WfomsDKOrVQ6NMcplZKBW7WsZua0srV5jap/QPCnY3r17C79XcYPRZt2OB28+RigzGzoGGS3agrm6zYe2TYBqsZ+bS+Z9if3qaBnltqBXZGnoD5NzA0BNJ8IBgH6LAa+tOmRbDbqtgrwjqUgncgy8btUZlRp83W/t1icucK27fNDhunXruv7cY+K+Xk4WGNot36RQvRGfa6uBqWXcHbPVZ1aHjt4y7zwJDE6/JvxtdSfgYZtYtu5k7cGTtdNGNWvfe++9177zwzgxt6x9PVkbqqfdeTU3SYP6apUJ5tsH5zdr6XUWrQP57XryG3Tu/vvvz1avXj17QUL0F7S7uVrZbrnllrb/pq8U6i36gCOrxX45+tBmZmZm/4yLBufLKdEemdisPHL2wsnZ15OzoXNy9lxyNoyuqp3XkZMXTk6+npwMCyMrzyUrw+hqlYnLahOiT75Xy+6V1KRskTvj5qD5TUJ37drV1XvdbY6N32/cfxS58U8RcQwS+4sycjb1oC2Yq9sJGm2bANViPzeXzPsi+9XRoy3oD1kaymdybgCo4UQ4ADAoceFks7I6WMr28MMPz3YmFR00t3v37pavrUqTLbcb0Ntq3evawdptB2D+HvV6gHZ8r1p10hp0Xa+7Y+YXUTTbtm1bVmWxziYgg+HQal/SaiB+t1pdJNWvCwsoTtYeLFk7bRSzdlwIFplxWCfmDrL2XLI2dHch7djYWLZhw4ZrbWdZ5muTWmVdoPpiUpPmbXu+44PIgu1uajRq5Le55DdYWDuyb9++69rgsifHbZXT5mur9JXC8IntOi4ajAsIY7LuQ4cOtdzWo7/R/rwccvbCydlzydnQOTlbzoY6GbXzOnLywsnJc8nJsDCysqwMvOTUqVM9axOOHTt23c+qNAnWQtvDaMvjdXSaQZuzbFk332keQ13G2OZYxo4dO7peDvWhLSj/tds2AarDfm4umfelZdivjpZRbgt6RZaG/ljcp+cBAEqcCAcABiU6ZaODpnlgaXSOVK3DKgbsddKJHBeFxoDzZvHayuqM7ka8560GOUen1DBki7wTtNsOwPjc85MQvRYdjc2djfE5xaDxYZy0b5Digu1mZbzHBw4caLncqm9TMUkkoyXammgn63xhx5o1a2a3rZh8uGqZYdCas1UvPufmZdpPVZOsPTiydjGjlrXj+fMLcod1Yu4ga88la48eWbuc97Dxotloq2MihxMnTpQ2eC5eYzvx2Q1rGw3DLibZaL7ovt2xxsGDB1ve0GgUyW9zyW+jR37rTTuSH/v2Wiof6iuF6orctnHjxq62mch58Yi+4uYJmaJNdCPscsjZCyNnzyVnjxYZuxxytpwNdTGq53Xk5IWRk+eSk0ePrFwOWVlWBrJ525l77rmnlGU333SnCuOzUzfp6dW+qdUNiHbv3l3KsmNseeOY+DiuiNfXTZaNY5U4JmN0aAvKbwtsmwDVYT83l8z7IvvV0TOqbUGvyNLQPybnBoAaToQDAIMUA/OaB5dGB0t0kFVlH5dPoLZ9+/aOfi8mDWy+CDQm6avCa2t3IeqwDADPB13ONyi/SEdqfFb9uoteDNZvnjAwHzRu0GTvTxJt3ry5tLaiUaftRr9F53ar94PhFScwmi8MqvOJH5Nzpwf3tztJtlCtlhcTaFBNsvZgyNppo5a147ua73+HeWLuIGu/RNYePbJ2Odq9h2VOrHb69Om2/1b1i/SB4pPAtLuBTxw3RFvXryxadfLbS+S30SO/lfv8vcxV7Z4j1TehrxSqvd+NNuvQoUNdLyvav1tuuWXORT3Rvpucuxxy9sLI2S+Rs0eLjF3+OjSTs4GqGdXzOnLywsjJL5GTR4+sXP46NJOVAV5UxhjqyLHNWo3BHZRW69fLzN14/iF/rrLGAcf+K/apja8pbvCz0NcT2TjWbdBj6Rk8bUF3bJsA1WY/Vz6ZlzqqSlsQy4jrbfNrm/OJqGP94hHnK/LzR/H9je1t0BNNy9LQP+N9fC4AGHllTIQDAIMWHUmtOmerNHFdTNgWOh1A2O6OkFW4CLTV4M7o0BqWCYjyzrpuOtnyz6lfJ1PyjsZmwzAQt0qiQ7vV3TG7HSCcTzDZLNVRHL/XPLHofN/r6HDfsGFDtnr16mxsbGz2z/h7TLzaeIFB/P+6devmfR/id4o+d7fivWm37kUvMohlxPYQ9bFdxvrHhRnxOmNZzZPPhnh9UdP8nPH7ZVzYUOZn0i/R1sS+dxja+2jjq3TCuypabQut2qdubxRW9kVS9IasPRiydtooZe180ESZE3NH3uhXjuuErP0iWVvWHob2flBZe77vTpmZdr4LYA3YgvpqNegyn/gkNUHKqJLfXiS/yW/yW3fafZZlToDULgumjrH1lUK1tbrIZ6HiZo6tJsGje3J25+TsF8nZo5mzZezyyNlzydlQTaN8XkdO7pyc/CI5eTRzcpCVyyMrzyUrw2hrNbdAGfuafO6CxmUO6qYMRceKN08mWJbILo3nG+J9KHusevN+tZtx/nv27Gk7xp7hpS3oTVtg2wSoBvu5l8i8L7JfHU1VbAti24k+6eifiz7A+F7GtaNnzpzJHnvssezBBx/M7rnnnmt92dHPHv2HZfYXLpQsDX00AwAj5MSJEzOx+2t+HDp0qC/PPzExMft8Z86cWfAyWq3//v37Z0aN9wFgsI4cOdKyLT5+/Hhl9vc7duxY0O/v3bv3utcV+/Bu9t/din1cr9dpkDmp8bm7Ee9JPAb92cQjtpF+i+9883oMg/gOtvr+9+L92rRpU/L31q5dm3xvoy1cv379bN2WLVtmX0N8z2ObjUf8e7Q1sayoa/weNdu1a9fserX6nhV9dCLWL9Y5/914n+L7HOscr6PxfYv1mq8davXZtXu/4z3It+F4zfH3+P38fcp/J96vhexryvxMGC39aFvjO9jL/W+rfRXVJmv3l6xdzKhk7djOyt7m8s+gX33QnZC1ZW1Zm17t47rJC53ko37vm6Bbw3Z+M2/7u9HqGCF+1nzM3G0GbLXPr2I+S5Hf5Df5jTLkn2k+hik+67LbxFbH9EX2GfpKobryNqPMfurmY8qFZmM5+3pydmfkbDlbzqYMcraczeiqUx6t83kdObn/5GQ5WU6mLLKyrAzMn0lj39itxv12PGK/vlDN69fNsprH5fY6H0e73vhedHsMEfuuxmOGRs2vaSFZKT9GK5rpGB7agu7aAtsmQLXZz8m8jexXR1fV2oL83FX8fpH1aD6XMSxtjG0e0nwzARgpwzARTp0G7/WS9wGgmh1iMShy0PKBqd1MptdqMG2ZA887Ea8jH4jYywnpBpmT8s7JbgZt5x2i3XZOLkSr920Q35dhnZy71evq9mRRaLVdpfJkvp3MdyFA2Z3z8VobH83tU7yO5prmx0Iuion2vN36R2d6/v7Fn+3q4ufxnsb+ovGigeYLBOK5YjnztTfNg5PbdfwP+oQJw6dfbWt+AUpZJ9vmew1ltKH0nqzdH7J2MaOSteNz6sUkQ/nAgTIGkJRN1pa1g6xNL9rqstu9VtlItqWOhu38ZhnbYausHPuV5kkhujUsk6HIb/JbkN/oVr79dvLd6VSr73nRdldfKVRTvr8ru+1o3J8vdHuXs68nZ3dGzpazg5xNt+RsOZvRVbc82mp963BeR07uPzlZTg5yMmWQlWVlYP6JqLodr9pqkq5uxnk3L6ubdrFxXG6vj5fifWicpK2MscbzTVrW3MYv5PnivW33eyYtG27agu7aAtsmQLXZz8m8jexXR1eV2oLGG/R1sg6NfY7D0sbY5iHNNxOAkVL3iXBC3Qbv9Yr3AaAaWg1iG8SEbc0dat12JrebpK/MCdqq9h4PKic1dmY2DnJfaNYaxIR3rT6jQXQGDuvk3M13sCwj9zUOZO/k/covGmn3/P3qnG9c5/kuNuhEY4d2kW2x8QTGfIP853vfYzBzPFf8WeTkR/PvF2nr+33ChOHTr7a1+aK0bvaJqXa0jhd7jSpZu/dk7WJGIWvHe5W3l2VPzp638VUka19P1pa16VzjBeDxiG2n7P16u/2BbEvdDNv5zbIuIG++4L1x3xL/VkZGH5bJUOS368lv8hsLE9/VXt4IrlXfT9ELovSVQjXl23VZ+9tcZL1u+2bl7Nbk7OLk7OvJ2XI2CyNn13dfAN2oWx6t63kdObn/5OTryclyMgsnK9d3fwCUq3EfmT+6HbPafL1Dt5m2ef0Wurxo8xrb59RNQToRGSjet/yGJI0ZPPJEWcc4801a1jwp3ELmjojfabeuJi0bbtqC7toC2yZAtdnPybzNy7dfHU1Vagvy8Wmd9us3XhM8LG2MbR7SfDMBGCl1nwgn1G3wXq94HwCqPfh2UIPGYl2iw6abu13Od+e8MgfaLXQQcq8GJQ4qJzVebNvNQOVBfD7zdQQOYjsYxsm5W3W8lzExZKuLP4pcuJFfmNGujelX53zZA/yb27ui7+9Ctt/m973TNrt5AHS7EwCDOmHC8OlX29qqvSsjz7RaLvUia/eOrF3cKGTtPOeVPTF3iPe+2xs29oKs3ZqsLWvTufy70MtzNK0upPUdoo6G7fxm0f18SrwHze9LHI/n+4wyBpAPw2Qo8ltr8pv8Rnf9nr24WVqrPpfU97ORvlKopsbjsjI1ZsFO2opGcnZrcnYxcnZrcraczcLI2b7TjKa65dG6nteRk/tLTm5NTpaTWThZ2fcaaH/DmG6yeS/asIVMIhbPmU8eGPXNxwSR+cpoW9tl+vwR723sA7rNrUUmLev2JgzxXs03NtukZcNPW7Bwtk2A6rOf647My7CoSluQr0eRG0+2+91haWNs85A2ngEAPbdnz55r/7927dqBrgsAlO3IkSPZxMTEnJ9t3bo1O3r0aF/XY/PmzdnJkyezQ4cOXbc+C7F+/fps7969c34Wy9+5c2fWD5OTk7PvY6N4XfH6hsUjjzyS7du379rfF/q5HT58ePbPfn02zbZs2dJy3Q8cODCQ9RkmrdqReK+7zdTx3WuW+v7E78Rj06ZNbb+r+fp2un5RH23OoDS2NfF9Lrr+u3fvnvPaF9Lud9pm79q1a8763X///S0/z8b1quNnwuiJ7WDHjh1zfnbw4MGul9u8jNiGqBdZuzdk7eJGIWvH9zver/j8I+uV7dixY9nGjRuzqpG1+0PWrt5nQvnybbx5316W+K7FvrtZr54P6Eyr7bNT27Zta3k8u3//fvuNBvJbf8hv1ftM6I34vjT+2Ytl5+J73Um/pL5SqL4HHnigtGWdOHHi2v/b37xEzu4fObs/5OzqfSb0hpwtZ0Md1Pm8jpzcP3Jyf8jJ1ftM6B1ZWVYG2uefbsYuN7eBkWvLGOfdKMYij42NzftYvXp1tm7dutnxuFEf2T3269H2nTlzprTx5yHa7JjrrPERzxFj7uM54z3J12W+vNKLzzLe/6KidlBjs6kGbUHv2DYBBs9+rjsyL8OiKm1Bvp2cPn264+fdvn17NmxtzHxs82DaeABGTOMd1Bd6l5Zu72Qfd6LpRqv17+bOQHXlfQCo3j62+S5ovd7HNoq7v8XzzXeXtjLvLlnk7nTdiLvWNb+f8fey7mJZhZwUr7H5jn0LfV/zOw5G7hqUuFNiq/dv0OtQd61e06ZNm7pe7kI+q8jxqe9ZN5k/2q+in1mZ70f+vPmj0+2o8a6lRV53c7u2EM13xox1GPRnwvDqZ9vafOfe+b7bRTXmidjvUk+ydrlk7c4Me9bOl92rzyLu+L3QO6v3mqw9//PI2rI2C2tTerEfj22xuV1Z6HccBm2Yzm/mx7BlHLs25oHmR1nHIa3akn4dU5VFfpv/eeQ3+Y1qHBM3j5Fa6L5OXylUT2N/Y1kZsDmnLZSc3Z6cnSZnz/88cracTefkbBg9dcyjdTuvIyf3n5w8//PIyXIyCyMrA7ykeYxvtEPdjk3udu6CXHO7Gm1itK1FHtHGR9u8kNdT9rjdMnJ+fE7z/X7z/qPoZ5n/3ny1zdlLPhpO2oKFsW0C1IP9XO/IvNTJoNuC5u9wp8+ff0+HpY2xzUOabyYAI6XOE+Hk6jh4rxe8DwDVE/u9xoGe+aPXk5Dlg/TK6lAv2tHTi8kJ272PMTCv1530/cxJ7SaYXMh72vjZxMmEqpzIGEQ+aXXBwCBP7pShrO9JkU7tItvHfHX97Jwvc4B/4/HKQgb+Nl+EkdLJ+z6f5uOsVhcmDOKECcOn321rPgnyfN/the6bHDPXm6xdDlm7M8OetfOL+XrVPsZnkX/fqtgGy9rp9Ze1ZW0W9t0ps81rtw8Y5E0jYKFaDVSsak7odPsse3m9OAYfhslQ5Lf0+stv8hsLH9NU1k3Lmtuqbvqu9JVCtTTvb8rKUvlyF7ofl7OLL0/Obk3OTq+/nC1n0xk5G0ZLnfNonc7ryMn9Jyen119OlpPpnKwM0H7s9ELmHWgcD93tDXHmy2y9HEPeK83tcGS3heT91KRlrfJ/kdwc+4VUnjRp2WjQFiyMbROgHuznekvmpS6q0BY09mvH73fSN5lfHzosbYxtHtLGMwCgJ06ePJlt2LAhm5ycnPPzW265ZcHLbF7WqGr3Pnh/AAZrYmIiO378eLZly5Y5P3/ggQdm94mxbyxTtPux3Fj+jh07skOHDmW9Eq/pyJEjc352//33Z/v27Sv9Nd17773ZI488cu1n69evz06cODH7/vZSv/aj8XmtW7eu5fdh7dq1HS0rlnHfffdd+3svvwMpmzZtavnz/fv3920dWn2Gp0+fzuoqXk+r70m797oTzdtT6ru3c+fO2T8ffPDBeZfZuNxO273Y1uPRT4cPH57zvVnIe7t58+Y5fz969GjWD9u2bZvz9z179gzFZ0L19Ltt3bt375zvXeN+rlNbt26dk2UiL1Ffsnb3ZG1ZuzkHxfcsX05837t9xHsfj7GxsdlH/H/+fev0/e81Wbv3ZO35ydrD6aGHHpr9XsR2XcZ+PLahxkzbuE/y/aGO2h1L1vX8Zp6lQhnbfOwrm3NEq5+V+f7Xqe9Ufus9+W1+8ttwiu9Efrwf34nGPpOFiOzW+L2K70w3x+76SqHautkmW+1/Y5tfCDl7fnL2/OTs3pOz5ydnDyc5G0ZLnfNonc7ryMn9JSf3npw8Pzl5eMnKAFnbtiFybiftYuSkvD7a1+Zx2KMu8lVjmx5ZqdXxShnyzJorsi+KmubfYzRpC3rHtgkwePZzvSXzUhdVaAsa+7WjPzGu+YxzT0X6reM8RlzXPUps84y8AhN4A8DQiDtWN99BJR5xZ5Uyxd1cWj1Pt88Vd9Nptcwid5gZJu3eh4XcHQmA3oh9YeMd5Brv6tbJneTaiX1fvvx+tv/5ne0aX1P8vYzXFBmh+T3r5z5+x44dPd2/xutrfu+aH3GXzk6W1+o7VnauW+gdRvv9OQ5jPmr1nsZnXobmOzbO9z7F51f0vWy1HcXvldFGNGq+m+1CRZvc7Xe1+buXWkZz+7lQzXfHbPfd6NdnwnAaVNsad6hu3Mct5Pkav/txJ9+F3PWa6pK1Oydry9pF+oh7+ahaOyxrtydry9p0J9rYfB8S29BCvw/RbkaOLaPdh6qINrJVTojvet007+fiEccp3Wret5SVP9sd33ezv+w3+a09+U1+o9wxTgtte5u3odgeyzgW1lcK1dG4LebHa93sexu379hOF0rOTpOz25Oz25Oz5Wy6J2fDaKh7Hq3DeR05uf/k5PbkZDmZcsjKAK3zUbQ/kdE7bWd6mXniEW1uHTXnloW06/GZFMlqzWOu5/sc4/Mqkq9brT/DS1vQGdsmQL3Yz/WOzEudDLItaHfuJl9utAGxHRRZp7q3MbZ5SPPNBGCk1G0inGEbvNfrz9GABYBqiTa5XZsdHUid7hNjeY0TEUa7381+tSqT+0VnU/Ng424GuRd5H2PZ8YhOsHgP231OeedmvO/57xR5xHLjPYr3pPm1zfeY7zXn6xrLbDWIv/ERrydqe5kLGl9nq8H/zY94H+J9jN/J36dO1q/VexyvMZaZev7Ip/G+RX3j8y9kPfqpVfbtZjD7fBcPtOvUzjt5iw5E71fnfFnvSXM7ttABzp0cWzV/Nxeq1Xvd6n3t9wkT6qXKbWvzRWud5AwD+0eDrF2MrC1rt1p2q4nHe/2oGlm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",
|
|
"text/plain": [
|
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"<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": [
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/notebook1/input_ss_k_grid.h5'...\n",
|
|
"[00:54:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=32.0, L1=32.0, L2=32.0\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=64, N1=64, N2=64, N2_HC=33, N_HC=135168, NUM_MODES=51\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/notebook1/input_ss_k_grid.h5' done.\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/initial_density.h5'...\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/initial_density.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/lpt_density.h5'...\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/lpt_density.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_pm.h5'...\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_pm.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps10_final_density_cola.h5'...\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps10_final_density_cola.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps3_final_density_cola.h5'...\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps3_final_density_cola.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_spm.h5'...\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_spm.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_p3m.h5'...\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
|
|
"[00:54:55|\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(64), np.int32(64), np.int32(64)]\u001b[00m\n",
|
|
"[00:54:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook1/nsteps50_final_density_p3m.h5' done.\n",
|
|
"[00:54:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
|
|
"[00:54:55\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 = 0.6722924113273621, kmax = 10.397425651550293\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
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"text/plain": [
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"<Figure size 2100x1200 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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"Pk_ref = Pk_PM\n",
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"\n",
|
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"fig, ax = plt.subplots(figsize=(7, 4))\n",
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"\n",
|
|
"ax.set_xscale(\"log\")\n",
|
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"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/notebook1/force_diagnostic_comparison.png\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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",
|
|
"text/plain": [
|
|
"<Figure size 1920x1440 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"r1, fmag1, _ = load_force_diagnostic(OutputForceDiagnostic_pm)\n",
|
|
"r4, fmag4, _ = load_force_diagnostic(OutputForceDiagnostic_cola1)\n",
|
|
"r2, fmag2, _ = load_force_diagnostic(OutputForceDiagnostic_spm)\n",
|
|
"r3, fmag3, _ = load_force_diagnostic(OutputForceDiagnostic_p3m)\n",
|
|
"\n",
|
|
"rr = np.array([r1, r4, r2, r3], dtype=object)\n",
|
|
"ff = np.array([fmag1, fmag4, fmag2, fmag3], dtype=object)\n",
|
|
"ll = np.array([\"PM\", \"COLA\", \"sPM\", \"P3M\"])\n",
|
|
"\n",
|
|
"ix = [0, 1, 2, 3]\n",
|
|
"\n",
|
|
"Newton_prefactor = (L / Np)**3 / (4*np.pi)\n",
|
|
"print(f\"Newton prefactor = {Newton_prefactor:.2e}\")\n",
|
|
"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
|
|
}
|