{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Tristan Hoellinger
\n",
"Institut d'Astrophysique de Paris\n",
"tristan.hoellinger@iap.fr"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Non-regression tests towards implementing P3M gravity"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Set up the environment and parameters"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# pyright: reportWildcardImportFromLibrary=false\n",
"from wip3m import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"workdir = ROOT_PATH + \"results/\"\n",
"output_path = OUTPUT_PATH\n",
"\n",
"L = 16 # Box size in Mpc/h\n",
"N = 32 # Density grid size\n",
"Np = 32 # Number of dark matter particles per spatial dimension\n",
"Npm = 64 # PM grid size\n",
"n_Tiles = 8 # Make sure Npm/n_Tiles >= 6\n",
"\n",
"force = True\n",
"force_hard = True\n",
"run_id = \"notebook6\"\n",
"\n",
"# Fast force diagnostic\n",
"nPairsForceDiagnostic = 2\n",
"nBinsForceDiagnostic = 20\n",
"maxTrialsForceDiagnostic = int(1e8)\n",
"\n",
"# Simulation parameters\n",
"nsteps_pm = 50\n",
"nsteps_colaPM = 50\n",
"nsteps_spm = 50\n",
"nsteps_colaSPM = 10\n",
"nsteps_p3m = 50\n",
"nsteps_colaP3M = 50"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In principle nothing needs to be changed below this cell."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Automatic reloading of modules\n",
"%load_ext autoreload\n",
"%autoreload 2\n",
"\n",
"from os.path import isfile\n",
"from pathlib import Path\n",
"import numpy as np\n",
"\n",
"from pysbmy.power import PowerSpectrum\n",
"from pysbmy.fft import FourierGrid, read_FourierGrid\n",
"from pysbmy.field import read_field\n",
"from pysbmy.correlations import get_autocorrelation\n",
"\n",
"from wip3m.tools import get_k_max, generate_sim_params, generate_white_noise_Field\n",
"from wip3m.params import params_planck_kmax_missing, cosmo_small_to_full_dict, z2a, BASELINE_SEEDPHASE\n",
"from wip3m.plot_utils import * # type: ignore"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"k_max = 10.883000000000001\n"
]
}
],
"source": [
"corner = -L / 2.0\n",
"RedshiftLPT = 19.0\n",
"RedshiftFCs = 0.0\n",
"ai = z2a(RedshiftLPT)\n",
"af = z2a(RedshiftFCs)\n",
"k_max = get_k_max(L, N) # k_max in h/Mpc\n",
"print(f\"k_max = {k_max}\")\n",
"cosmo = params_planck_kmax_missing.copy()\n",
"cosmo[\"k_max\"] = k_max\n",
"\n",
"TimeStepDistribution_pm = 0\n",
"TimeStepDistribution_colaPM = 0\n",
"TimeStepDistribution_spm = 0\n",
"TimeStepDistribution_colaSPM = 0\n",
"TimeStepDistribution_P3M = 0\n",
"TimeStepDistribution_colaP3M = 0\n",
"\n",
"go_beyond_Nyquist_ss = True # for the summary statistics\n",
"\n",
"wd = workdir + run_id + \"/\"\n",
"simdir = output_path + run_id + \"/\"\n",
"logdir = simdir + \"logs/\"\n",
"if force_hard:\n",
" import shutil\n",
" if Path(simdir).exists():\n",
" shutil.rmtree(simdir)\n",
" if Path(wd).exists():\n",
" shutil.rmtree(wd)\n",
"Path(wd).mkdir(parents=True, exist_ok=True)\n",
"Path(logdir).mkdir(parents=True, exist_ok=True)\n",
"\n",
"input_white_noise_file = simdir + \"input_white_noise.h5\"\n",
"input_seed_phase_file = simdir + \"seed\"\n",
"ICs_path = simdir + \"initial_density.h5\"\n",
"simpath = simdir\n",
"\n",
"# Path to the input matter power spectrum (generated later)\n",
"input_power_file = simdir + \"input_power.h5\"\n",
"\n",
"# Paths the the force diagnostic CSVs\n",
"OutputForceDiagnostic_pm = simdir + \"force_diagnostic_pm.txt\"\n",
"OutputForceDiagnostic_colaPM = simdir + \"force_diagnostic_colaPM.txt\"\n",
"OutputForceDiagnostic_spm = simdir + \"force_diagnostic_spm.txt\"\n",
"OutputForceDiagnostic_colaSPM = simdir + \"force_diagnostic_colaSPM.txt\"\n",
"OutputForceDiagnostic_P3M = simdir + \"force_diagnostic_P3M.txt\"\n",
"OutputForceDiagnostic_colaP3M = simdir + \"force_diagnostic_colaP3M.txt\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Generate the parameter files"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The first preparatory step is to generate all the parameter files required for all the simulations.\n",
"\n",
"To this end we use the `generate_sim_params` function defined in `params.py`."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"common_params = {\n",
" \"Np\": Np,\n",
" \"N\": N,\n",
" \"L\": L,\n",
" \"corner0\": corner,\n",
" \"corner1\": corner,\n",
" \"corner2\": corner,\n",
" \"h\": cosmo[\"h\"],\n",
" \"Omega_m\": cosmo[\"Omega_m\"],\n",
" \"Omega_b\": cosmo[\"Omega_b\"],\n",
" \"n_s\": cosmo[\"n_s\"],\n",
" \"sigma8\": cosmo[\"sigma8\"],\n",
"}\n",
"\n",
"lpt_params = common_params.copy()\n",
"lpt_params[\"method\"] = \"lpt\"\n",
"lpt_params[\"InputPowerSpectrum\"] = input_power_file\n",
"lpt_params[\"ICsMode\"] = 1\n",
"# 0 : the codes generates white noise, then initial conditions\n",
"# 1 : external white noise specified, the code multiplies by the power spectrum\n",
"# 2 : external initial conditions specified\n",
"lpt_params[\"InputWhiteNoise\"] = input_white_noise_file\n",
"\n",
"common_params_num = common_params.copy()\n",
"common_params_num[\"ai\"] = ai\n",
"common_params_num[\"af\"] = af\n",
"common_params_num[\"RedshiftLPT\"] = RedshiftLPT\n",
"common_params_num[\"RedshiftFCs\"] = RedshiftFCs\n",
"common_params_num[\"Npm\"] = Npm\n",
"common_params_num[\"RunForceDiagnostic\"] = True\n",
"common_params_num[\"nBinsForceDiagnostic\"] = nBinsForceDiagnostic\n",
"common_params_num[\"nPairsForceDiagnostic\"] = nPairsForceDiagnostic\n",
"common_params_num[\"maxTrialsForceDiagnostic\"] = maxTrialsForceDiagnostic\n",
"\n",
"pm_params = common_params_num.copy()\n",
"pm_params[\"method\"] = \"pm\"\n",
"pm_params[\"TimeStepDistribution\"] = TimeStepDistribution_pm\n",
"pm_params[\"nsteps\"] = nsteps_pm\n",
"pm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_pm\n",
"\n",
"colaPM_params = common_params_num.copy()\n",
"colaPM_params[\"method\"] = \"cola\"\n",
"colaPM_params[\"TimeStepDistribution\"] = TimeStepDistribution_colaPM\n",
"colaPM_params[\"nsteps\"] = nsteps_colaPM\n",
"colaPM_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_colaPM\n",
"\n",
"spm_params = common_params_num.copy()\n",
"spm_params[\"method\"] = \"spm\"\n",
"spm_params[\"EvolutionMode\"] = 5\n",
"spm_params[\"TimeStepDistribution\"] = TimeStepDistribution_spm\n",
"spm_params[\"nsteps\"] = nsteps_spm\n",
"spm_params[\"n_Tiles\"] = n_Tiles\n",
"spm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_spm\n",
"\n",
"colaspm_params = common_params_num.copy()\n",
"colaspm_params[\"method\"] = \"spm\"\n",
"colaspm_params[\"EvolutionMode\"] = 6\n",
"colaspm_params[\"TimeStepDistribution\"] = TimeStepDistribution_colaSPM\n",
"colaspm_params[\"nsteps\"] = nsteps_colaSPM\n",
"colaspm_params[\"n_Tiles\"] = n_Tiles\n",
"colaspm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_colaSPM\n",
"\n",
"p3m_params = common_params_num.copy()\n",
"p3m_params[\"method\"] = \"p3m\"\n",
"p3m_params[\"EvolutionMode\"] = 4\n",
"p3m_params[\"TimeStepDistribution\"] = TimeStepDistribution_P3M\n",
"p3m_params[\"nsteps\"] = nsteps_p3m\n",
"p3m_params[\"n_Tiles\"] = n_Tiles\n",
"p3m_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_P3M\n",
"\n",
"colap3m_params = common_params_num.copy()\n",
"colap3m_params[\"method\"] = \"p3m\"\n",
"colap3m_params[\"EvolutionMode\"] = 7\n",
"colap3m_params[\"TimeStepDistribution\"] = TimeStepDistribution_colaP3M\n",
"colap3m_params[\"nsteps\"] = nsteps_colaP3M\n",
"colap3m_params[\"n_Tiles\"] = n_Tiles\n",
"colap3m_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_colaP3M"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[10:05:41|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:41|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/example_lpt.sbmy'...\n",
"[10:05:41|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/example_lpt.sbmy' done.\n",
"[10:05:41|\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/notebook6/example_lpt.sbmy\n",
"PM nsteps = 50:\n",
"[10:05:41|\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/notebook6/nsteps50_ts_pm.h5\n",
"[10:05:41|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_pm.h5'...\n",
"[10:05:41|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_pm.h5' done.\n",
"[10:05:41|\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",
"[10:05:41|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_pm.h5'...\n",
"[10:05:41|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_pm.h5' done.\n",
"[10:05:42|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_pm.sbmy'...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_pm.sbmy' done.\n",
"[10:05:42|\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/notebook6/nsteps50_example_pm.sbmy\n",
"COLA/PM nsteps = 50:\n",
"[10:05:42|\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/notebook6/nsteps50_ts_cola.h5\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_cola.h5'...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_cola.h5' done.\n",
"[10:05:42|\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",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_cola.h5'...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_cola.h5' done.\n",
"[10:05:42|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_cola.sbmy'...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_cola.sbmy' done.\n",
"[10:05:42|\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/notebook6/nsteps50_example_cola.sbmy\n",
"sPM nsteps = 50:\n",
"[10:05:42|\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/notebook6/nsteps50_ts_spm.h5\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_spm.h5'...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_spm.h5' done.\n",
"[10:05:42|\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",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_spm.h5'...\n",
"[10:05:42|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_spm.h5' done.\n",
"[10:05:43|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_spm.sbmy'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_spm.sbmy' done.\n",
"[10:05:43|\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/notebook6/nsteps50_example_spm.sbmy\n",
"COLA/sPM nsteps = 10:\n",
"[10:05:43|\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/notebook6/nsteps10_colaSPM_ts_spm.h5\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps10_colaSPM_ts_spm.h5'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps10_colaSPM_ts_spm.h5' done.\n",
"[10:05:43|\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",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps10_colaSPM_ts_spm.h5'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps10_colaSPM_ts_spm.h5' done.\n",
"[10:05:43|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps10_colaSPM_example_spm.sbmy'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps10_colaSPM_example_spm.sbmy' done.\n",
"[10:05:43|\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/notebook6/nsteps10_colaSPM_example_spm.sbmy\n",
"P3M nsteps = 50:\n",
"[10:05:43|\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/notebook6/nsteps50_ts_p3m.h5\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_p3m.h5'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_p3m.h5' done.\n",
"[10:05:43|\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",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_p3m.h5'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_ts_p3m.h5' done.\n",
"[10:05:43|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_p3m.sbmy'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_example_p3m.sbmy' done.\n",
"[10:05:43|\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/notebook6/nsteps50_example_p3m.sbmy\n",
"COLA/P3M nsteps = 50:\n",
"[10:05:43|\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/notebook6/nsteps50_colaP3M_ts_p3m.h5\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_colaP3M_ts_p3m.h5'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_colaP3M_ts_p3m.h5' done.\n",
"[10:05:43|\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",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_colaP3M_ts_p3m.h5'...\n",
"[10:05:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_colaP3M_ts_p3m.h5' done.\n",
"[10:05:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_colaP3M_example_p3m.sbmy'...\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/results/notebook6/nsteps50_colaP3M_example_p3m.sbmy' done.\n",
"[10:05:44|\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/notebook6/nsteps50_colaP3M_example_p3m.sbmy\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"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\"COLA/PM nsteps = {nsteps_colaPM}:\")\n",
"file_ext = f\"nsteps{nsteps_colaPM}\" # \"cola\" is already in the filename\n",
"generate_sim_params(colaPM_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\"COLA/sPM nsteps = {nsteps_colaSPM}:\")\n",
"file_ext = f\"nsteps{nsteps_colaSPM}_colaSPM\"\n",
"generate_sim_params(colaspm_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",
"\n",
"print(f\"COLA/P3M nsteps = {nsteps_colaP3M}:\")\n",
"file_ext = f\"nsteps{nsteps_colaP3M}_colaP3M\" # \"p3m\" is already in the filename\n",
"generate_sim_params(colap3m_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": [
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n",
"[10:05:44\u001b[00m[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/notebook6/input_power.h5'...\n",
"|\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum...\n",
"[10:05:44\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum done.\n",
"[10:05:44\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum...\n",
"[10:05:44\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum done.\n",
"[10:05:44|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=16, L1=16, L2=16\u001b[00m\n",
"[10:05:44|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=464\u001b[00m\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/notebook6/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": [
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/notebook6/input_ss_k_grid.h5'...\n",
"[10:05:44|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=16, L1=16, L2=16\u001b[00m\n",
"[10:05:44|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=40\u001b[00m\n",
"[10:05:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/notebook6/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. Warning: the following may take some time, even in relatively low dimension, and should not be run on a login node."
]
},
{
"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}\"\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_colaPM}\"\n",
"if not isfile(simdir + f\"{file_ext}_final_density_cola.h5\") or force:\n",
" !simbelmyne {wd}{file_ext}_example_cola.sbmy {logdir}{file_ext}_cola.txt\n",
"\n",
"file_ext = f\"nsteps{nsteps_spm}\"\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_colaSPM}_colaSPM\"\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}\"\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\n",
"\n",
"file_ext = f\"nsteps{nsteps_colaP3M}_colaP3M\"\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": [
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/lpt_density.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/lpt_density.h5' done.\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_pm.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_pm.h5' done.\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_cola.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_cola.h5' done.\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_spm.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_spm.h5' done.\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps10_colaSPM_final_density_spm.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps10_colaSPM_final_density_spm.h5' done.\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_P3M.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_P3M.h5' done.\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_colaP3M_final_density_P3M.h5'...\n",
"[10:06:53|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:53|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_colaP3M_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_PM = read_field(simdir + f\"nsteps{nsteps_pm}_final_density_pm.h5\").data[slice_ijk]\n",
"DELTA_COLAPM = read_field(simdir + f\"nsteps{nsteps_colaPM}_final_density_cola.h5\").data[slice_ijk]\n",
"DELTA_SPM = read_field(simdir + f\"nsteps{nsteps_spm}_final_density_spm.h5\").data[slice_ijk]\n",
"DELTA_COLASPM = read_field(simdir + f\"nsteps{nsteps_colaSPM}_colaSPM_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",
"DELTA_COLAP3M = read_field(simdir + f\"nsteps{nsteps_colaP3M}_colaP3M_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": [
{
"data": {
"image/png": 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V65B2eXk57ff7z/sOYwljWyW8Hulx1yk9B66vr2s5Rv7rNP96h9c4XA/PddXXJmybfmwYLwAAED8tq2XX0bIAAEBb6Vk9u46eBQAA2kjLatl1tCwAANBWelbPrqNnAQCANtKyWnYdLQsAALSVntWz6+hZAACgrfSsnl1HzwIAAG2kZbXsOloWgE0kG20FALT2A4BlcRZCtWzshn2uUvYDgLx05OdDMYwjPJ9N958fWxXxPY/c+Z/w+mwqbBseEz7wqMvJycnz2Oow/0Ao/+FMeE6bfugw33b+YQEAABA/Latl19GyAABAW+lZPbuOngUAANpIy2rZdbQsAADQVnpWz66jZwEAgDbSslp2HS0LAAC0lZ7Vs+voWQAAoK30rJ5dR88CAABtpGW17DpaFoBN9BIAoPNOT08z1yeTSXJ3d1d4f5eXlwv7rFO/308uLi4Wbj8+Pk7G43Hy/fv3ZDQabbSv6+vrZDgcPl+/ublJ3r9/X3hs4XX48uVL5rU5OTnZ+PFh2/CY8PW4urpK6vDt27fZ30dHR7XsPz+Xwut7fn4+u/329naj44av5dz9/X2p+QkAAMRBy/6kZaunZQEAgLro2Z/0bPX0LAAAUAct+5OWrZ6WBQAA6qJnf9Kz1dOzAABAHbTsT1q2eloWAACoi579Sc9WT88CAAB10bM/6dnq6VkAAKAOWvYnLVs9LQsQh17TAwAAylsWpCE6iwjBHQJtm8itwmAwWDqWEJjL7lvnX//61+xDhbkQm+mI31T48CAd7eFDiG1elzD+w8PD5w9Tln3IUVZ4buEDn6CuD23C1yAtzI/wuoTbN/1g5vXr1wv7AAAA9puWzdKy1dKyAABAXfRslp6tlp4FAADqoGWztGy1tCwAAFAXPZulZ6ulZwEAgDpo2SwtWy0tCwAA1EXPZunZaulZAACgLno2S89WS88CAAB10LJZWrZaWhYgDr2mBwAAlBdiNx9iIV7nYbiNEKlhX+mA3oV8IAYhtjcNzLQw9k+fPmVuOz8/3yo6Q7wfHx+X+lAlxH/6mGGf4U+V5mNaNgeq/JBh1TzZVH4+PTw8VDI2AACgu7RslpatlpYFAADqomez9Gy19CwAAFAHLZulZaulZQEAgLro2Sw9Wy09CwAA1EHLZmnZamlZAACgLno2S89WS88CAAB10bNZerZaehYAAKiDls3SstXSsgBx6DU9AACgGiFw866urrbez7dv35LT09OkDfIBvo2zs7OF6Fz2Gq2S3zbE7mAw2PjxIfSXfQBT9QcA4YOe4MOHD0kdwnPIj3k4HM5e3233U+frAAAAdJOWzdKy1dCyAABA3fRslp6thp4FAADqpGWztGw1tCwAAFA3PZulZ6uhZwEAgDpp2SwtWw0tCwAA1E3PZunZauhZAACgbno2S89WQ88CAAB10rJZWrYaWhYgHr2mBwAAVCMEaj54Ly8vC8Xk0dFR0gavX78u9fiTk5PM9bu7u+T+/v7Fx4U4nb8WRT48WDf2bT5EeEn6A566PrQJr1neH3/8sfV+8sGfn6sAAMB+0rKLtGx5WhYAAKibnl2kZ8vTswAAQJ207CItW56WBQAA6qZnF+nZ8vQsAABQJy27SMuWp2UBAIC66dlFerY8PQsAANRNzy7Ss+XpWQAAoE5adpGWLU/LAsSj1/QAAIDq5IM3RNcmwZv+wCC/jy77+PHjwm2fP39+8XEXFxcLt719+3arY4fAPTs7y9wWXtsqPwC4vr6e/R32ORwOkzrc3t5mrocPh4oc67//9/+euf7u3bvSYwMAAOKgZbO0bHlaFgAA2AU9m6Vny9OzAABA3bRslpYtT8sCAAC7oGez9Gx5ehYAAKibls3SsuVpWQAAYBf0bJaeLU/PAgAAu6Bns/RseXoWAACom5bN0rLlaVmAePSaHgAAUJ3T09OlUb+JyWSS3N3dLd1HV4VQDSGednNz8+Ljvn37lrkeAju/n02EDxK+f/8++xqEkN70a7HN12se5XWZH2PdhypF9lPXBxYAAED3aNksLVuelgUAAHZBz2bp2fL0LAAAUDctm6Vly9OyAADALujZLD1bnp4FAADqpmWztGx5WhYAANgFPZulZ8vTswAAwC7o2Sw9W56eBQAA6qZls7RseVoWIB69pgcAAFQnhGo+rK6urjZ67OfPn2ePDfuIydu3bxduu7+/X7n9eDyexXVVsRoee3JykoxGo6RK6a9rXR/ahNchvB5pRZ7Hstd02dcFAADYT1p2kZYtTssCAAC7omcX6dni9CwAALALWnaRli1OywIAALuiZxfp2eL0LAAAsAtadpGWLU7LAgAAu6JnF+nZ4vQsAACwK3p2kZ4tTs8CAAC7oGUXadnitCxAXHpNDwAAqNayGNzkQ4CwTV0h2aRl8X53d7dy+2X3tfFDka9fv87+rvNDm/xrEY7V7/cb2w8AABAvLZulZYvTsgAAwC7p2Sw9W5yeBQAAdkXLZmnZ4rQsAACwS3o2S88Wp2cBAIBd0bJZWrY4LQsAAOySns3Ss8XpWQAAYJf0bJaeLU7PAgAAu6Jls7RscVoWIC69pgcAAFTr5ORk4bbLy8sXA20ymSx9bNf9+uuvC7f9+PFj5fYPDw8b7aNJ4/E4ub+/n12u80Ob29vbzPXRaNTofgAAgHhp2SwtW5yWBQAAdknPZunZ4vQsAACwK1o2S8sWp2UBAIBd0rNZerY4PQsAAOyKls3SssVpWQAAYJf0bJaeLU7PAgAAu6Rns/RscXoWAADYFS2bpWWL07IAcek1PQAAoHr5kA+xGKJxlfABQYzxH/T7/YXb1r0W4YOQTfbRpPQHOh8+fKjtOOGDobR3795Vsp/379+XGhcAABAnLfuTli1OywIAALumZ3/Ss8XpWQAAYJe07E9atjgtCwAA7Jqe/UnPFqdnAQCAXdKyP2nZ4rQsAACwa3r2Jz1bnJ4FAAB2Tc/+pGeL07MAAMAuadmftGxxWhYgLr2mBwAAVO/09HRtNOaD9+bmZuljYvD69euNIn/u8fExaburq6vZ36PRqLYPJ8JrlP+gJBxvW+HDp/zrXWQ/AABA/LTsT1q2GC0LAAA0Qc/+pGeL0bMAAMCuadmftGwxWhYAAGiCnv1JzxajZwEAgF3Tsj9p2WK0LAAA0AQ9+5OeLUbPAgAATdCzP+nZYvQsAACwa1r2Jy1bjJYFiE+v6QEAANUbDofJYDBYGo153759m20bHhOjZUG/LpqXfWDQJumgrvNDm7u7u8z1MEeKfNjw9evXzPWjo6PSYwMAAOKkZX/SssVoWQAAoAl69ic9W4yeBQAAdk3L/qRli9GyAABAE/TsT3q2GD0LAADsmpb9ScsWo2UBAIAm6Nmf9GwxehYAAGiCnv1JzxajZwEAgF3Tsj9p2WK0LEB8ek0PAACoRz4OQzTe3NwsbHdxcVFrSDZtHstp+Q9H0pZF7rJ9NOXy8nInMX17e5u5PhqNCu0nP+c+fvxYalwAAEDctOwTLVuMlgUAAJqiZ5/o2WL0LAAA0AQt+0TLFqNlAQCApujZJ3q2GD0LAAA0Qcs+0bLFaFkAAKApevaJni1GzwIAAE3Rs0/0bDF6FgAAaIKWfaJli9GyAPHpNT0AAKAeJycna+MxuL+/T8bj8dJtY/Hjx4+F23799deV279582bhtoeHh6Qtvn37Vnv8B3/++Wfm+vv377fex3x+pdU9bgAAoNu07BMtW4yWBQAAmqJnn+jZYvQsAADQBC37RMsWo2UBAICm6NknerYYPQsAADRByz7RssVoWQAAoCl69omeLUbPAgAATdGzT/RsMXoWAABogpZ9omWL0bIA8ek1PQAAoB79fn8htu7u7pLJZJL5QCBsE7aNVYjQvNFotHL7ZfflI7YpNzc3z1+/09PT2o4TjpF/3YbD4db7+fr1a+a6+AcAAF6iZZ9o2e1pWQAAoEl69ome3Z6eBQAAmqJln2jZ7WlZAACgSXr2iZ7dnp4FAACaomWfaNntaVkAAKBJevaJnt2engUAAJqkZ5/o2e3pWQAAoCla9omW3Z6WBYhTr+kBAAD1WRaJV1dXmct1hmQbhA890sKHHetidjAYLHwg8ueffyZtMA/qML51H2KUlX++4XjhddlWeq4FHz9+XLntmzdvFrYHAAD2k5bVskVoWQAAoGl6Vs8WoWcBAIAmaVktW4SWBQAAmqZn9WwRehYAAGiSltWyRWhZAACgaXpWzxahZwEAgKbpWT1bhJ4FAACapGW1bBFaFiBOvaYHAADUJ0RiPmYvLy9nf9/c3NQekk27v79fuO3Dhw8vPi6/zWQyScbjcenxhP2E173sYzd5DmXc3t5mrheZI+G1D2NOOzo6WrlteH2LfMgAAADER8tq2SK0LAAA0DQ9q2eL0LMAAECTtKyWLULLAgAATdOzerYIPQsAADRJy2rZIrQsAADQND2rZ4vQswAAQNP0rJ4tQs8CAABN0rJatggtCxCnXtMDAADqdXJykrkeQisE1+fPnxfui838w4608/PzFx+3bJui4Z4WXvNNjr/Mt2/fni+fnp4mdbq7u8tcf//+fenXft1cm28b84dRAADAdrRslpZ9mZYFAADaQM9m6dmX6VkAAKBpWjZLy75MywIAAG2gZ7P07Mv0LAAA0DQtm6VlX6ZlAQCANtCzWXr2ZXoWAABoAz2bpWdfpmcBAICmadksLfsyLQsQp17TAwAANjOZTAo9blks/v7777MPAeoOybLChxVlXF1dLUToYDB48XFhm6Ojoxc/TCgynqKROz9+GNtwOEzqnGdhbqQVGXP6A4vg+Ph47bb51xsAAIiDlt2elt2elgUAAKqmZ7enZ7enZwEAgCpp2e1p2e1pWQAAoGp6dnt6dnt6FgAAqJKW3Z6W3Z6WBQAAqqZnt6dnt6dnAQCAqunZ7enZ7elZAACgSlp2e1p2e1oWIF69pgcAAGwWwo+Pj4UeG4IxH3Ah8EJEbhLDTfr69Wvhx56fn2eu9/v95OLiYuPH57cNX4O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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fields = [\"lpt\", \"pm\", \"colapm\", \"spm\", \"colaspm\", \"p3m\", \"colap3m\", \"diff_p3m_pm\", \"diff_p3m_spm\"] # fields to plot\n",
"\n",
"figname = \"_\".join(fields)\n",
"slices_dict = {\n",
" \"lpt\": DELTA_LPT,\n",
" \"pm\": DELTA_PM,\n",
" \"colapm\": DELTA_COLAPM,\n",
" \"spm\": DELTA_SPM,\n",
" \"colaspm\": DELTA_COLASPM,\n",
" \"p3m\": DELTA_P3M,\n",
" \"colap3m\": DELTA_COLAP3M,\n",
" \"diff_p3m_pm\": diff_p3m_pm,\n",
" \"diff_p3m_spm\": diff_p3m_spm,\n",
"}\n",
"titles_dict = {\n",
" \"lpt\": \"LPT\",\n",
" \"pm\": f\"PM, {nsteps_pm} steps\",\n",
" \"colapm\": f\"COLA+PM, {nsteps_colaPM} steps\",\n",
" \"spm\": f\"sPM, {nsteps_spm} steps\",\n",
" \"colaspm\": f\"COLA+sPM, {nsteps_colaSPM} steps\",\n",
" \"p3m\": f\"P3M, {nsteps_p3m} steps\",\n",
" \"colap3m\": f\"COLA+P3M, {nsteps_colaP3M} steps\",\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=(4 * npanels, 5), 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": "markdown",
"metadata": {},
"source": [
"### Compute and plot the power spectra of the evolved dark matter fields"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/notebook6/input_ss_k_grid.h5'...\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=16.0, L1=16.0, L2=16.0\u001b[00m\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=40\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/notebook6/input_ss_k_grid.h5' done.\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/initial_density.h5'...\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/initial_density.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\u001b[00m|[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/lpt_density.h5'...\n",
"\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/lpt_density.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\u001b[00m[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_pm.h5'...\n",
"|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_pm.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\u001b[00m[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_cola.h5'...\n",
"|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_cola.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\u001b[00m[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_spm.h5'...\n",
"|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_spm.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\u001b[00m|[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps10_colaSPM_final_density_spm.h5'...\n",
"\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps10_colaSPM_final_density_spm.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_P3M.h5'...\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_final_density_P3M.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_colaP3M_final_density_p3m.h5'...\n",
"[10:06:55|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n",
"[10:06:55|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/notebook6/nsteps50_colaP3M_final_density_p3m.h5' done.\n",
"[10:06:55\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n",
"[10:06:55\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_colaPM}_final_density_cola.h5\")\n",
"Pk_colaPM, Vk_colaPM = get_autocorrelation(DELTA, G, AliasingCorr)\n",
"Pk_colaPM, Vk_colaPM = Pk_colaPM[1:], Vk_colaPM[1:]\n",
"Sk_colaPM = np.sqrt(Vk_colaPM)\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_colaSPM}_colaSPM_final_density_spm.h5\")\n",
"Pk_colaSPM, Vk_colaSPM = get_autocorrelation(DELTA, G, AliasingCorr)\n",
"Pk_colaSPM, Vk_colaSPM = Pk_colaSPM[1:], Vk_colaSPM[1:]\n",
"Sk_colaSPM = np.sqrt(Vk_colaSPM)\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)\n",
"\n",
"DELTA = read_field(simdir + f\"nsteps{nsteps_colaP3M}_colaP3M_final_density_p3m.h5\")\n",
"Pk_colaP3M, Vk_colaP3M = get_autocorrelation(DELTA, G, AliasingCorr)\n",
"Pk_colaP3M, Vk_colaP3M = Pk_colaP3M[1:], Vk_colaP3M[1:]\n",
"Sk_colaP3M = np.sqrt(Vk_colaP3M)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"kmin = 1.3454698324203491, kmax = 10.072183609008789\n"
]
},
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Pk_ref = Pk_PM\n",
"\n",
"fig, ax = plt.subplots(figsize=(7, 4))\n",
"\n",
"ax.set_xscale(\"log\")\n",
"k = G.k_modes[1:]\n",
"kmin, kmax = k.min(), k.max()\n",
"print(f\"kmin = {kmin}, kmax = {kmax}\")\n",
"log_pad = 0.02\n",
"log_k_min = np.log10(kmin)\n",
"log_k_max = np.log10(kmax)\n",
"log_range = log_k_max - log_k_min\n",
"xlim_min = 10 ** (log_k_min - log_pad * log_range)\n",
"xlim_max = 10 ** (log_k_max + log_pad * log_range)\n",
"\n",
"plt.xlim(xlim_min, xlim_max)\n",
"# ax.set_ylim([0.2, 1.8])\n",
"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_colaPM / Pk_ref,\n",
" label=f\"COLA/PM with $n_\\\\mathrm{{steps}}={nsteps_colaPM}$\",\n",
" linestyle=\"-\",\n",
" color=cols[2],\n",
")\n",
"ax.plot(\n",
" k,\n",
" Pk_sPM / Pk_ref,\n",
" label=f\"sPM with $n_\\\\mathrm{{steps}}={nsteps_colaP3M}$\",\n",
" linestyle=\"--\",\n",
" color=cols[4],\n",
")\n",
"ax.plot(\n",
" k,\n",
" Pk_colaSPM / Pk_ref,\n",
" label=f\"COLA/sPM with $n_\\\\mathrm{{steps}}={nsteps_colaSPM}$\",\n",
" linestyle=\"-\",\n",
" color=cols[3],\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[1],\n",
")\n",
"ax.plot(\n",
" k,\n",
" Pk_colaP3M / Pk_ref,\n",
" label=f\"COLA/P3M with $n_\\\\mathrm{{steps}}={nsteps_colaP3M}$\",\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": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"kmin = 1.3454698324203491, kmax = 10.072183609008789\n"
]
},
{
"data": {
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9tx0M8yvZ323h6RCPHz8eZTkAU3P58uXlNTNBccKNhBynp6fLR35OiJzeO7mmjtlbv1ruzXKHlt9v3br18ud82ZAHAOvJU/qTp3QjT5lvnlK/JuTYbmr4tk5TPTzlzE3Jc46HTAdgPXnO4dGgBQ5QKitNgcU2e+TUDQ1MUhGs90zIhX9Xw1c2rfcuwp85KT08Sg+Mtp4YZR7lKav2wplTj5Km1sIp1IwRFjbth23OvZxlz2nfc1aOubmErQBzUA8qNvlSsx6czKnHN8C+yFOGk6esJ0+Zb57S9ve+IxE1NUIYq0GBPIe+ZDoA45HnbJcGLXCAmnoWpMK2rfmSm9SH8eqqKSQaMizXUE0tMlM51avo7By8qYCXSnj156q0cJ26UhDI+u/y/NhUWy+MMVrqprBUPwe2VWCq905jfgwjDjCu+j33+vXro5UXtvmFBsChkKcMJ09ZTZ4y7zxlDqOQyHPoS6YDMB55znZp0AIHWEHO8Lh1+2gx37cXUFNvon1UjppaTu6yN9aUlV5C9eOp6fia+jC5JUyaYwX8tddea/z9WEFh/dwt8yJvo5A3l6GJWWxtqisA2ntkb/oFUT0EEVoDtJOnbE6e0k6eMu88pa2Xdd/tb/pc29ZpCHkOfch0AMYjz9kuDVrgSAqi+6hkVOd566Ip5EjPgl33gsgcuHUJhqYcJuy6lWm9wt5WgZ/yMLnVsO9Qhkh99uzZKMtp2h9j9+opAdih7Ptj5LoIsP0hvzctB9cDlMwdDUAzecrm5Cnt5CnzzlNyPj158uRl2Sr/plzV9xxrajgz5gg38hy6cm0GGI88Z/s0aIED09QjJxe+IcPVbqpvhaypsr7JPHNDtb3nlMOEXcgNOb068rnWb8ZtQ8xOeW6/zz77bPlv0/ZM3fPnzxt/f+XKlVGW3/R5jj2sXZa366G7GbeQLrwCGFfp6Vy1aRml3uO36T0A+CV5yubkKc3kKYeRp2R706jl9PR0+e+Qc6ypQUvfBmyryHPoQqYDMC55zvZp0AIH3gpwXyFG34t2KvZN697Uu2cX69wUWM1hDuNtKhXgtop20+/zuU5xvuzqkKtzrMC19aC4du3aaO/RtF/GHNYu4dwc9z2/PP72cW0GOHTb6G1TL9NOsVwGMAXylHHIU5rJU44rT2nT9EVUzpexp22S57CKTAdgfPKc7dOgBQ5IW+Vkn4XUruFPW+vCXVQou673sbeALD1w2ubybvv9FOf2q/Z0muOcv48fPz73u7ZeXUM1fZ5jza2bcykFsDnu+7nJfs45mAD1zp07y9Dp3XffXVy9enXZA+3SpUu9emtlWa+//vqkCtAJY7INuddley5cuLB85Ods69i90caW9ctnkXXOv1nnLvs3z/noo4+Wn2XZ7vybZeRzntJnBHRTP2/HGBHg8uXL535XvoQC4FfkKeORp5wnTzmuPKVNU8Ouu3fvjv4+8pzDIdOR6QDzIM/ZvouLA/OXv/jLxT//l/9836vBzPzeX/+9xa//4NcXh1JBrtvn8J+lELduHaa27vXhvKoVt3320Np3D5xVwy3n9/l7/aaasOP27duLKSmhUD7LfQwfvY2eg9voHZMQpFpxLD3ENj0vc0ykB9Ic9n0qltnusq5t14YybHE+m6dPny73UX5OZTRWvb762uybpvApFdrs+7bllGXkmK6GZPfv39+48p/zJa3MS3DVpssQzbkWZJ3GknV7//33lz8nUMs9J/vmq6++Wv6tPBL85H3bguJ9yfpm/bJfsv/y2ZV1bjsWcpxke/K55njIduf8L9ud35dHtnlq11+gXf0a23bP6aPpXpv3MUQ8Xfz5P/+/9vK+P/i1X1tc+t2/3ft1J3/6/yx+8f33i334nd/7O71f8y///M8W/+/PfrrYh1f/5t9aXPxrf63Xa376L36y+Om//BeDtnUOppZJhDzlMMhTjjNPafvSviqf+bY+X3nOL8l0ZDrbJNMBCnnO9h1cg5Y0ZvmH/8M/3PdqMDN/9A/+aPEHl/5gMXdtrfP2GcCkIN4lsGhb931VkNreNxWAYwxgSg+cdZX8/L3+nNxkx6g0j6U6bO8ch0htqjhm326jgpP9U68451jYpPKailupTM9JCb3ahife9uuHLifhTcKmPH9or8j05CrnTLk2tr3/umt2U8vyTYKDbFNTqJFtzu/TwyfPyfrmeM6/UwkDcm6Vc6HcV7IdJejK+qZXbbWSkudnu3PON92Pst3p4ZfPPctISPLs2bNRAyc4ZuWLiJx/pXyT617OyTxy3m5STtz0HtGV3n509d/8p//xXt738r/6+4v/8L/6p71f99//l//F4tn//SeLffhPPvsfe7/mf/lv/+vF//m//6+LffgP/vE/6d0w5f/4n/+nxf/2+X83aFvnQJ4yHnnKWfKU48xT6lI3q58n25yKS55zlkxHpjM2mQ7Mizxn/kw5BAdiaEF0CnZ1se+jrVX6FNd1lz1w1g0p2vb36pC0+1Zdl7HnKd5FgaWpZ8a2woRUuurB2aY9Qx48eLBc5lyCzCdPnixOT08XJycnrcdxrrP5DPK8PMo+y+/L7/L6tp4kqZimB1Ce1/ac/D3r0rTf8j5ZRt6jHohlefldWb8hFf+8b5ZdfWR9mtax/rz6Y6zgIZWMhKlZt1U9dLLd1WM4YcAUhjsvYUzWvf6ZVv8/QUf13Mv/5zXZ123nUI6HaliaIWyPubIDY8g5lPMvPTRzfuU8yzmc62uuvwkqU1Yqw2QPuVc2lTHHKMc39QpKKArAr8hTxiVPOUuecpx5SlWZMqZ6bUlddpsNleQ5vyTTkelsg0wH5kOeczg0aIEDUYYmrBtjaKt9rfs+e6C07bdjLECWHjhdhpPN35sK5FOa9zkV8DmGLykYNc3fvu0QpN7rapNeIZEAYY49uXJsp9LZFICk8Lsu0Mnry9C8VXldAoEun2ECqVTmq8vI67777rvlMroUlLOucwjmV0nFIudx12O/frzVe8btQ6kcNfWyqX4+ZUjsXEOzHfmcuwTa9TBcbx4YLudfvpjLvS+BR4Lk/JvzMdfjcm9IKJnrdAk3c8/u88VdW3l4G46xPAuwijxlXPKUX5GnHHeeUh2RoUh5MXX4XZyj8pxfkelMh0xHpgO7Is85LBq0wIFou5DNoZA7xXVve+9d3pymoszHXa2Ar9L0vDJn9L6VYSpjTpXwrPfrr79+5lwpPXq2PWdiU0+JoT3EynEwtTlv+9h03cc47jL8aJEwpO+1cirDVQ+Ra3BpRd91u+uBU47BffcOzTnUFmrX1y3DA5dePF1DjPpyHz9+vOEaw3HKuVrOv/RIXPXlTa6t1fty7t1vv/125+vNvq9LAMdsipnEnNddnvIr8pTjzFPKF9j5Qqx8pmWKobzvrs5Pec55Mp39kunIdGBX5DmHR4MWOBBzbpk3xQt+W4+iKa7rrlqdrxsedw7D5JZ1aOv5NDUlAKm3Ci4FsW03ZmnbV1mvIedC6fUyh2B4lXoBuM+xXd/+aijYVXl9joM5BxlDpCdOjvs+52/TPtpnGFDmaW0Lwur38wwvm23e5Bo6hQCcaclxll4qFy5cmPQjw73u8wuT7Ke2npxtqsOE59xLCNLFLr/kO8byLMAq8pRxyVN+RZ5yHHlK3iNl65RdSxk2X6Klvl8asqz7Mm0b5DnNZDr7I9MZRqZDlTyn+36S5xyWi/teAWAccxgKt+8Ff58X57Z1OrYeRaVi1qfSWirM9WFMM5zkvkOYrnNXjy3b3WVe5hxfZTjKplA1hbBU/nZd4W2aozbBXN+5c3MMfPrpp4u5S2G8Ouxz6R3S9RzJ55gKbXW/9OklVD6LKQyzumvZz9XeTF3lnKmeU/v80qIcO20BTlMwU59HG8Ya/n7qNh0WfVM5T/uWXXK9SeBfrtHZ1/l5X8NEH8KXDgDbJk8Zlzzll+Qpx5On5Mvq+nLLl955pHFLnpMsYdcjnMhzzpPp7I9MBzYnz+lGnnN4NGiBAzHni1tbZXKfYUdb+HNsLedLgbtva9o8v15gKYWYffXkKT2jYtetg/sW3nI+51grYVZ6++yzB1QJ4KrnRQqEfQKQUuGb21zbTZo+iyGBUPU86xN+5PlNgdmxGHIM1e+R+wz4M+x4Pr+m+3YJYKu6zsddXw6sO49yLZn6sbKvHsAl+Bj6hUP5wqRI4J2yx7FetwGmTp4yLnnKL8lTjidPWfVFV/kyLNuRfZdHnj80P+hLnnOeTGe/ZDrrTb2ezn7Jc1aT5xwuDVrgQLRdUOcwBNWchqOdc8+tIdLLYEhlo+35KWztK4ApYVLOlV1M1VO1y7BiW+o9UMr8yV335SYFySnKtlRDvVRou37G1Z5A1Z57XYL0EmTuq2X4vo117j579myxLzlv2o6V+jCyOSaGfNb15ah00eRQAult2eSelXM316vquZhAZB8986ZYngaYGnnKbshTupGnHFaekv2VEWaSp5QvyPJvGXlmF3U1ec55Mp39kOl0f48qmQ518pzV5DmH6eAatPzeX/+9xR/9gz/a92oww+Nm7tqCgTkM6TrFQllbC9c599zqq1TIhhaQ8rp6JW9fw+RWh7hT4BsmLZGrAUjks+zyeZb9v+8hkseUIYOr4UcZ7nHd9az6vOp1pusQtUND0UMxxftFH+Uzv3XrVuPf60NpDx3Ou76cXYfOwGJx7dq1MwFIykSrgu5j+5KPefgP/vE/2cv7/uDXfm3Q6/7d/+w/X/zi++8Xc/Fv/fv/0eLfePff28t7v/o3/1bv1/zr//a/s/jX/v6/uThE8pRxyVPkKZyXL8DzJXzJVXKeXLlyZVl323ZDJXnOeTKd/ZjiPasPmQ4cB3nONB1cg5Zf/8GvL/7g0h/sezVg59oupnNoxbcq1Ogzh+mYnj59epAF7z5KZXXocLIp3NcDmH0Nk7vP4XEPRemJVS3MZb92CTXu3bt3cMOpNg3bm+N9XY+e9PqJtOq+evVq7x5Pxz407dy3O+t/enra+vf6XMsZHnuMYbmHLmfM0CfH+8nJyV7XA3apeo3vG3TDVPzO7/2dxZxc+t2/vZiTv/47P1rMyW/+K68uH4dInjIueYo8hWYZqSH7s3ptSV0t58w2zw95znkynf2Y+3bLdGQ6HAd5zjS9su8VAMbT1lp36vPprSrQ7mvd2973+vXri2NRwpOhYUlbb4N99OooFc5jrjSOoSm8qoZbbfKcQwy+6j0tuhzb2Rc5N3IsVq/ZpZfPKiXAbOsJcgwuX768OFT5fOvDyg65/mY59WNpX0OTr5pHGg5dUw+dek+7dbZ13hxTD3mAruQp45GnyFNod/fu3XO/28WX1fKc82Q6uyfT6bYcmQ7slzxnmjRogQPSViCuF6Z2KRfutGhcV6hvq6zXWyTvSr1F9VQKkF2kopmhMzdR7Ql04cKFwY91y96FMjdwHGolfFeaWiGvq/CXoZYPsQVz/TzLsbbqWpfjMPuiXKvr1+x150YZmvYQ9yXn7zsJi4dUUur3zSxj38HzHL4IgrE1nb+ryrXbCiWapsvY9zUBYIrkKeORp8hTaNdUn89+rk8JtIv3PeY8J2Q6jEmmA4dDnjNNGrTAAWkLMb766qvFPgtzXVqpt/VG2Me6t7U6Tsv7ObSAzD7ftAVotVKbbR76aLPLEKa6LUPnLuVX6hXvded312FX5zxEbddAqPytXKvr1+zS823V6+dyHWJ/cySPNWfzmJ48ebLvVYBJ9OhZVT7bZShxyD0jAYaSp4xDniJPYbW2zzdT+2ybPOcsmQ5jkunA4ZDnTJMGLXBA2lr+7qtXTpSK0bqLeltPnX2se9t7zmVIyOzzTW6iZQjMHEuZFzTzYw595PVNx+Quh8ktQ6g2VVTpr6lXVtvnmWMpYdsh9+SqVyxXhYvpjVMNPMo81l3CpDJ06SHvy2M31hzJpdfXpssZU32d4Jit+tKgXk5p6o3TV1PoojwEcJ48ZRzyFHkK6zUdY+XY2SZ5znkyHcYi04HDJ8/ZLw1a4MA0tZwvQyLuw9OnT5f/dgkEmnpEZb13ve5trY7nMDxu2V9XrlzZuJA6VgvwpmOyDFu6bdVjX6VxHE3zZrfNu5xjqV7BPzT146o6JPOqoWmLrkPUln08hZ4ZTHeu5ab7fVtv413ZZxkE+spQ75cuXVoO858hyDc5dttChlXLrPcCGuPcefbs2bnfXbt2bePlAhwiecrm5CnyFNZrO6frIzOMTZ5znkyHMch0YP/kOYdPgxY4MHfv3p1US9oUerq2GpzKuje9Xwqhc6jElVaim7TUfPjw4aiBRVtPrF18rtWeJvuuAByS+rFReu7U3b9//+CDr6bhYpuGma0PTdsWULb1jsoy9Yo7nrmWh86RXD/2pvDFwS6GzoYx5D52586dl6FD/j8hyFBt4cWqc3sbZc2m9TjmOZcB5pBJFPKU3ZKnnCVPOVueymeaL8ryyM+bfFHVVhZbN73YGOQ5Z8l0GINMB/ZLnnMcLu57BYBxpcB0+/btZYvEKcx7mp4jXd83F/0U1OpD9KUStat1z82u6UaRdZhTAXroja0McTpmL4zSA6ReMd/FMVlCnmMPX8aWzy2FxPrnWd3PZajVQ55vucg2Vq+56XlTv2bUh6atXrNzjpSeHNln9WGuSw+hXQ4tvS1Xr15dblsJemnuiTc0tKgHkfsOILM+q4ZsZr9yv8/1Zcq9rUp5ZBcV9qbgehvDvq8Ksa9fv37unMnns0nwXR/mtm1KDQDkKZuSp8hTDlW+FKueW6nz5zMZOqLK5cuXG3+/i3K5POc8mU53Mp1mMh12TZ5zljznOGjQAgcoPXPqAUwKzrmI77JlbxlOsU9ryFQYUjiuys15V+ve1Op4Lr2JqgXo+hBnfT+zsQOLFMDrFeYyZOG2bsLVMG3fFYBDk88sx0i1kFaGPS6fZwlEjqGQlV5z1WtuGWq0XDfKvmk7DvP76t+y76rhSdnPhqY9XGPMtdw0X/fQ+2aO19wPck+p9jTKvSXLzPU8laisZx754qcu50T9uj/Wvkp4VirvkXXJeqW8sWqbcy5lm1IhzDbm3xIAnJ6evnxetj3vUcLIXMcypGeW3zfUHWNfbsOmvVV2KfunTLmwTWMHQU09bNfdE5uO3yxnk3JofT2OuTcPQBfylOHkKfKUQ1QaKtWV+siQslXTFAKxi/xEnnOeTIdNyXS6k+lsTp5znjznOJhyCA5QLq5NPWC2UQhZJQWHUiDpKhf4psr/Llqxt82TOpfeRNUC9NCbW2nNOnZg0VZYbJurdwxlW3I+TGGIxkPTdIxUP8/8fCzBV1Nr8+o1K9fCVcdhPdSot+bOsgxNe9jq954h86E2DU3bdsykPFD/sqN6/GUY7VTW87zvvvtucXJysnw8efJk+bo8rly5srznVMPYVCBTgc/rm8ocmce26dGlIp57dN43y0+IkHtz1ikV4/ycdSkBQltFNvso16ZsY55fnws6v8u6Z3lZp5x72eZ8sZX3LMOMd+2htMm+3LZd9ZLZ1C7v4U37Y5NeqfWeNF1C7Kagoz589aYByFyCL4B9kacMI0+RpxyqVdMADf0CbchUBmOS55wl02FTMh2Zzi4zHXnOefKcI3G6Q99///3pj3/84zOP/A7YjnfeeSdNU888Hj58uJP3fvTo0fL9Pv74496vPTk5OX311VfPrfuTJ09Od72/7t+/P8qy68sdum9WyWdblj3E06dPl6996623Trchy63vg229V46h8h4ffPDB6S41HbtjHUfbkM9g6OdQ39Y33njj5bGYvw1x8+bNc/sv15Opu3379pl1rm5/fl53HNavP+V6V87LMa/d9XNxyLWorFf1kd+tk2Mkn3FXef4Y51J9m/N5TUU+6/q+HON8XHXMtB2TZV3W7Z/qfbr+3HxG5VE/L6p/qz7WneOlTLHuml4+5xw3WcdV61+/1uQ8WHU+5DXV83TdPhpjX7JbORZL2SSPTT+PHKtDyuH1Y3OT9aiWh8pj1bkBwK/IU/qRp8hTDjVPaar7bnKstJ0vQ7IPec54ZDoynaFkOjIdmc7+yXOOo32HBi1w4OoFx9xguxRQx3jfUhkaqzC4yfL6hBflkULOWHYRwJTPemjFs9z4x16vohQsh1SYNnmvbQd3cwhgthWA1Cs2ZX9vUnCcawDSFAZkvUulbd021M+Psv/KPh7TGOFHU6G6y7ncJQg6tvCjXHs3uff0CVDKc5sqYmV/97lvrtqX9fNiiOq2rds31eNy3XPbztk+x+SqbR97X7J95VgbqxzUVAbvsx5jfFlVL9/2CZ8BkKd0JU+Rpxx6njL2Mdi0nUOOPXnOeGQ6Mp2hZDqryXTYBXnOcbTvMOUQHLgyB3B96LhtyhBsGQ4rQzIOlSG66sPiZpnbGOY3++T9998/NyTaJuu/axlurzrv5BBlf29rTte2Yd66DvM3ZFuyL+YyX/c+DR0mt2kI2pxLGfLxmIanLcda/dzLNWTd0LRF/bwrw/3m/Bh7DvYxNA172uU4ynMyFCft9+kh9+j6/XLVMZMhWsu86U3zNXe9Zu7quHz77bc7D1mf7Sr3mgz32jTXfXW+46osu8tQqNV9nTmlm95jqvuSbsP2jjEtQ5mre8iUC1mP6rHTNH3D0OvLsd2bATYlT1lPnvJL8pTDVsrrqS+kTJcpMoZOZZBjranuPHR58pxxyHRkOkPJdFaT6bAL8pzjoEELHLhcyDOnX7WgWuYsHFrpWSUFgTxykd+04psCzO3bt88tf+wKe+aeq+6L7Kv6PpuyemVzSACTwlspqG1zu3cxn3c+y1JYcKNfL59707yQXTTN6Z59P5e5PMdWP94ePHiwfHQJNesBSY7jXO/y+dy6dWsxRfVrxbp5Qct19hiPjVXqlech88vW9/2qYybBWlNYWpaxao74um3PhZtzoBw39Uphm2p41Of+0jWAyDZXj+Gm+8wU9yXdpPya+9imZc36F4Y5Zvp8SZE5vpsC8b6qr8v54zgD6Eeesp48RZ5yDErZLNlJzqtN6rRNn1mOm65fllXJc8Yl05HpDCHTaSfTYZfkOYdPgxY4ArngJVCo3qxzcU8Is0krwaZCSi74KUDUg5NNbkT1wksCk7FCmOyDasEz++i7776bTeE8+6Ha0rmphXIXpfDWp6A2RFMhMe855nFYvdnvo4V0U7D57NmzxRRlv2d9q6HVGJ9pveDWxzaC4V2pH29l33YNAuvPKwXobR/HQ/d5vSCd+8wq5Vq7STg/1XNpqKbzbsj+qX+GbZWcXB/z3FXnaJ9jNvfKy5cvL7bl3r17L3/uWnGrPm9Vb566PvfOauU297C2MsmU9iXd5HqbczBlzaH3xaYApd6zput6FEO+4Ei5vGpOPeUBpkSe0k6e8kvylMPPU3IdyJdZm45eUho51H366ae9lyXPGZ9MR6bTl0xnNZkOuyTPOQLHNscSHLPMQ1ifc3KM+f2y3MxrmGX1mUdz0zmZN5kTr2lf5P/z+7E1zem46TzAWc/s602X27QftjXnc9ucoGPPr13mONxkjsKhmuagncIch22qn/0m+6vrPK9D5qicypzZXdXPp77zYO/i2KnP1z30HlC/LuezWyXned/jbKz9Ud/mqZyT9bmWh56H5R686hzM9Sn7oe3zbprntWlO5j42mW+5vj591qX6eXe9Xve5/9dfWz+etrEv2Z3qcZvPso9yng09duvrUV1W3/LdXO+jAFMlT/kVecqvliNPOa48pXzeWachx3u93rbJsSzP2Q6ZTjuZznkynXYyHfZBnnPY7Ts0aIEjlAp2/eKcQmt+3/fmnwtqWdamQU6XG0G9gJf/z+833f5t3Rhy42wKvco+77rueV6WlXVvW17XACWfW5aVz6ttGQl3+u7Xde+Z9Wqq3FYLj30LGqsKLdsMkppk3ZvCier6bCPgG7KPqudtvaKev/X97Kth4NAQNu/ZdkxmvVKAnML+61uZ7XtdrB9DY1aYVgW3jx49GrTM+vWobTnl3Oy6PXl+27r2ORZWbfMUzslc98YIoqrnTlsIlfdaF8bV16d6r8179L1GbxJ+1M+lPu9dvde0Xc82CT+ifo3a9r5kt3It61tGzGdav7cOvbZWl9n3nlD/cm0q4QfAoZCnyFPkKcebp0Q5hnIe9NlPTfWDvueOPGf7ZDoynT5kOu1kOuyLPOdw23do0AJHKhfHtspGbtgpFDbdmFOIyN+qN/VcZHd5E8/Fv16RT+F21TqUAKBeUB/aq6JJbnK58TVVLNc9yuvqj77LWXezHbLMoZ9tvSXqkH3StyJQPaa3WakphZxNt2/MnlRDejp1eXTZj9UCWtfjZZP9V1677dB3jH3d9/yp95DZVI6xvvu5Tw+k+nmen+vbXJ6zrrdPrs9D1rVeuB+6zfs4nsaqLNV7EbQFH13CzVVBeXlkeV2WtUn40RZa9X20nYObhh/1/bTtfcnuVQONcq1pOk7yvHrY1edLti7rUT2WVgUafZ4LwHDylF9tqzxlWFl0HXnKdPKUdfsq65JzqO3YaTrn8pqudT95zm7JdGQ6fch02sl02Cd5zmG279CgBY5c6RW0rpdK0yMFzH0Ot5b3rrd8L5XaFJpSkM0Nqb5tuTHkb2MXNqqtP/f5WLVd1f3U5bGq4Ni10Nv1vZreu2/vkPK6bQcbpcI/dNvKeu5qGN9SyB+yjl0rBDnX+gz5WS1U7ur42EePrSGqlaIx16Xrfu1bSc253hRu5zpbKrBdKgOl0N73OKiHFn23eZ/HUz042kQ1OMv+z//n/p792hRKtck539YTpf5Y1yNxk/Cjvg5j37M3DT/q5Y+m9RtzX7I/9S8sS5jbFG7lb9v6LLMe1Xtnrll5rzzyt+p1WKgGsBvylPHIU86Sp0wnT+k7AsW6smLfL6jkObsn05HpdCXTaSfTYQrkOYfVvuNC/rPYkRcvXiy++eabM7978803FxcvXtzVKgAr/OQnP1k8ePBg8eTJk8W33367fDx//nz5+zfeeGPx6quvLv+9cePG4r333lv+/1R8/vnni0ePHr1c5/xbX+88bt26tXjrrbf2vbpswRdffLE8NuPhw4eLmzdv7nuVOOJj8d13313cv39/8cEHH/R+/Z07dxaffPLJ4ssvv5zV9Srb/fHHH7+8f5Rr8Icffri4ffv2vldvkvI55/POfsp1K/9uIvs9y/v666+XP+f4eeedd5bH4pBllXtrPts2q663WcaVK1de/n+fakeOm+yf4unTpxvvn6ocn5cuXXr5/ycnJ73KNbnfVPfLqvUbY18yjTJyPqOm8nHOs12VMXMsffbZZ2eutaWsu8v1AOAseQpzJk8ZLudK9l/OocePH788f6JaVsz+zb9Mn0xHptOVTKedTIepkOccTvsODVoAOAjVgvIOb20ARyEVrRJwJVyparvmbhJ+JMT56KOPXv5/vhwas1K3afhx9erVM/uhz7YN2ZcAALAt8hSAwybTOUumA/Nr3/HKzt4JALaohC9aQgP0l0p4egq0SW+B9E5LCJFeKVXVXjdDpGdMfRnXr18/FxhMSXV96qHJPvclAAD0JU8BmDeZTj8yHZgfDVoAmL1qITM9iwDoJ71L3n///U7PzTCYqbgX1Z/HUh+O+6uvvlpMRXoClWHEI9MGTHlfAgBAG3kKwPxNLYeQ6QBj06AFgNnLEH9R5j0EoL9U6Lv2milzOUfmn91E0+vr1/P6MK5dh5DdRi+gzL1blfnVp7IvAQCgD3kKwGGQ6XQj04F50qAFgFlLATMtp5taVAPQz6phVevK/McZbrXJa6+91vk63rSM+/fvv/w51/k+QUaen8Ckbd3q+oQOJfSPhBZtwf+Y+xIAAMYmTwE4LDKd9WQ6ME8atAAwa9VW1YbHBdjMvXv3Oj+3hBH1uZFXzUPctpymoCSBQOYlbgpD1slzq69dp2tQkedVt6MahGxzXwIAwNjkKQCHRaaz/nkyHZgnDVoAmLVS8EwL6NIaGoBh0rPmzp07nXvM5Np78+bN1udU//b48ePGZSQkabt+5xpf/vbJJ5+87EG6ykcffbR8rz5hSYKKdUPgZt9U51F++PDhyt43Y+9LAAAYkzwF4LDIdNrJdGDeNGgBYLbS+rkUVvUmAhhHwoMEDatkjuFU7lf1Zom7d+++/LkpCOjS6+bJkycvh4C9cePGyp43Wfe8z5dffnmuN9G69Xz77bdbh8DNtubv+bcEH12CijH3JQAAjEWeAnCYZDrnyXRg/jRoAWC2qgVgLaABNpdr6aNHj5YBQirluc4mEEjlPIF3KvJXrlxZ/j4BQNtcw0V64pRKfZaR8CI9V/LI8jPPcZdeN1mn8ry8roQgWac8EjJkvfJeCUv69jBNAPPpp58url69utz2EoLk3yz79ddfX75Plpvld7nnjL0vAQBgLPIUgMMj05HpwKG6cHp6erqrN3vx4sXim2++OfO7N998c3Hx4sVdrQIABySFxhQkS2EUgGFSAU9wkMp6pIKeynl+V4KA9I7JEKq3bt1ahgV9estkGVlWCQDy2vfee693D5as14MHD5ZhQYagzf9nWdeuXVv2LO0axud1ly5devn/Jycny+Xk9xmqNuFMAor8LnNBJ5hIgNEloNj2vgQAgE3JUwAOh0xHpgOH3r5DgxYAZimF0rS6jhQo1w1vCADrwg8AADh08hQA5kymA7s1hfYdphwCYJY+++yzlz+nRTgAAAAAq8lTAACYEw1aAJilDPUXGSpQC2wAAACA9eQpAADMiQYtAMxO5sHM0IKR+TUBAAAAWE2eAgDA3GjQAsBspSfRzZs3970aAMzc8+fP970KAACwM/IUAA6FTAcOnwYtAMxOhsV99OjR4rvvvtv3qgAwQ99+++2Z/y+9VAEA4JDJUwCYO5kOHJ8Lp6enp7t6sxcvXiy++eabM7978803FxcvXtzVKgAAAEc6vPrXX3+9ePbs2eLzzz8/E4C88cYbyx6qly9ffvkzAAAAAPsn04H9mUL7Dg1aAACAg3fjxo1lAFKGWK8rPXpKr1UAAAAA9k+mA/szhfYdWpIAAAAHT6ABAAAAMD8yHThur+x7BQAAAAAAAAAAoEqDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAJkWDFgAAAAAAAAAAjrdBy4ULF8797vT0dJerAAAAAAAAAADACn/1V3/Vqc3HwTRoeeWV82/3i1/8YperAAAAAAAAAABAzwYtTW0+DmqElh/84AdnfqdBCwAAAAAAAADAdPyi1pYjbT0OeoSWuHjx4pn//+lPf7rrVQAAAAAAAAAAoEW9LUe9rcdBNmj5rd/6rTP//xd/8Re7XgUAAAAAAAAAAFrU23LU23ocRYOWn/3sZ6YdAgAAAAAAAACYgLThSFuOqt/+7d8+/AYtv/mbv3luXqWTk5NdrwYAAAAAAAAAADX1Nhxp4/Ebv/Ebi4Nv0PLKK6+cG6Xlz//8zxd/+Zd/uetVAQAAAAAAAADg/5e2G2nDUZU2HmnrsWu7f8fFYvGjH/3ozP+fnp4u/uRP/kSjFgAAAAAAAACAPUibjbTdSBuOVW08duXCaX1NduRP//RPG4ep+Z3f+Z3FpUuXFj/4wQ/2sVoAAAAAAAAAAEfjF7/4xbL9RkZmqTchSfuN3/3d3z2uBi3ZIWnZ8/Of/7zx75l/KcPW/OZv/uaycUuGr9nHEDYAAAAAAAAAAIfgr/7qr5aPtNn46U9/uviLv/iLxc9+9rPG5/7whz9c/P7v//7eBiTZW4OWLo1aAAAAAAAAAADYrX03Ztl7g5bSqOXP/uzPzk0/BAAAAAAAAADAbmWaoR/96Ed7bcwyiQYtRUZpScOWDGczkVUCAAAAAAAAADh4Fy5cWPzWb/3WsiFLRmeZgsk0aCkyV1OZpymPFy9eLEdxAQAAAAAAAABgcxl95eLFi8tGLL/927+9+I3f+I3FK6+8spiSyTVoaZJVTEOXGawqAAAAAAAAAMBkR2J55ZVXlv9O3SwatAAAAAAAAAAAcDymNV4MAAAAAAAAAABHT4MWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAmRYMWAAAAAAAAAAAWU/L/Ab4Uy4VL0kgVAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Pk_ref = Pk_PM\n",
"\n",
"fig, ax = plt.subplots(figsize=(7, 4))\n",
"\n",
"ax.set_xscale(\"log\")\n",
"k = G.k_modes[1:]\n",
"kmin, kmax = k.min(), k.max()\n",
"print(f\"kmin = {kmin}, kmax = {kmax}\")\n",
"log_pad = 0.02\n",
"log_k_min = np.log10(kmin)\n",
"log_k_max = np.log10(kmax)\n",
"log_range = log_k_max - log_k_min\n",
"xlim_min = 10 ** (log_k_min - log_pad * log_range)\n",
"xlim_max = 10 ** (log_k_max + log_pad * log_range)\n",
"\n",
"plt.xlim(xlim_min, xlim_max)\n",
"# ax.set_ylim([0.2, 1.8])\n",
"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",
"ax.plot(\n",
" k,\n",
" Pk_colaPM / Pk_ref,\n",
" label=f\"COLA/PM with $n_\\\\mathrm{{steps}}={nsteps_colaPM}$\",\n",
" linestyle=\"-\",\n",
" color=cols[2],\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[1],\n",
")\n",
"ax.plot(\n",
" k,\n",
" Pk_colaP3M / Pk_ref,\n",
" label=f\"COLA/P3M with $n_\\\\mathrm{{steps}}={nsteps_colaP3M}$\",\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.axvline(np.pi * N / L, color=\"grey\", linestyle=\"--\", linewidth=1) # 1D Nyquist\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",
"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_spectra_p3mfocus.png\",\n",
" bbox_inches=\"tight\",\n",
" dpi=300,\n",
" transparent=True,\n",
")\n",
"fig.savefig(\n",
" simdir + \"power_spectra_p3mfocus.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": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Newton prefactor = 9.95e-03\n",
"Nyquist: 0.50 Mpc/h\n",
"Particle length: 0.03 Mpc/h\n",
"Split scale: 0.31 Mpc/h\n",
"Short-range reach: 1.41 Mpc/h\n",
"Figure saved to: /Users/hoellinger/WIP3M/notebook6/force_diagnostic_comparison_COLA.png\n"
]
},
{
"data": {
"image/png": 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MrF27VvKJ9vjUOVT12bpQrQEmrSt96PoXQvAzG5SLd5hf1H+/heTAtNUbdCh6M4mbw6gGXb7skxLnoF2yZEne31ChN0elCmQX+hDRAADAnwiMAgAAAC5K1aPCrxcO9QKzBkn1Aq4GCOPxuHnWHlBDXUjNl6FltcfR1KlTzwrk6jprMFgvHvspWO3XYIPbw1mm6lUVhCE1M8X8ov6UKsCZGABLZs1bzHCjqX/HQwU5/bJPypaOzGBxc5QFp26o0OHnU+2P8iVQDQAACguBUQAAAMAlg/Wo0EBivtBg4YoVK0zgUAOlGkRMFUDUAEG6c5V6wRr6NzGPGnTTwC9BivSHpxxqDkAnpLrI7nYe/HqDBfOLek/3HcnbaGIALFXQ1M1hVP0s1e94qHLxyz4pG4nbhNa/m8FDp+YXTbWdL1q0KOd0AQAAnEBgFAAAAHBJqh4VeiHdq4vi2qsz1UXSTGj+NZiowdJkw82tZ7dQKJRWT1UNhs6bN++sILVemNb1IEDh795Z2sPX6zz4AfOL+leqEQAGC45qgJthdAf/HQ81X6hf9km5Hgu4Wf9OzS+qbWqqG6H8OhoGAAAAgVEAAADAJamCdqtWrRKvaE/V1atX25KWBkGTA6F+HU5Xe7EkXzzXnq8M+Te0VEFjt3sFz5492/M8+EGqGxqYXzS/htPVIJXuh9wcRtWvBrtBZ7iAnR/2SdlIDJS7GTxMdUOFHUPGp9q+GUYXAAD4GYFRAAAAwAUaJEwOxumFQ6/nsRysB0k2tNdo8jC0dqZv1wXp5Ivwmmd62w0vVRnt2LHD1TykGnYyHwIhdmJ+UX9LNTSuFQRNDiYxbHefnTt3ZrU9+2GflEtQ1O3gYar22KthdPX3oDdn5UMPXwAAEDwERgEAAAAXpJpHNFUvC7fpRclch9NNlNxr1G9Bq1Q9ZHPttZvJhd21a9eaIX/zUaoL3V4EvlNdyLdzG/a7VGXO/KL+7zWa2INe9xkaTGIY3T46jHk2PaD9sk/KRGK77/YcnE70NNc0U7Xzw/WE1rZY20O/1xcAAAgmAqMAAACAw/Tid6qhW/0SyLDzwqSuU2Lgqr6+XvxCL94mXxjWgFKuvXYbGxulEPglILlkyZK0epw5tc14jflF/S9VT9DEgJjOLar7Hurt7fJIlk5vWr/sk9KlxwGJ7a2bw+gO1s7nug2musErnbqzepnyGwAAAF4gMAoAAAA4SC/SJs+1qRcN/TSEYqpASy68GB44nV6bqS4M23FhupCGAkzVC8iJHj/ak2rWrFkp/6a/neSbCvRGA6duarj99tvFT1IFgefMmeNJXpCabp/J+8HEILsGk5hbdPBhhjVYlu6NQ37YJ2UTAHZ7GF2n5hdNFdQerie0/hb0kWpodAAAADcQGAUAAAAcohd7582bd9Z7ehFw48aN4id2X0SeOnVq/+sxY8ak/b2ampqsA47WUH7JaSRK1Xs1Ma/Zcqq3YiEPCa29iWbPnp12PnQbtnvYZqt3l596NA029LWf8ojBg0P6W7ECpKl6PucDu3vIp9p/JA/Jng/7pHQk3sDh9jDKTswvmiqonU5PaKu3KENJAwAArxAYBQAAABygFwu1d0niRUO9YKhzqfmxh0Ryr9ZcJAYgM+mRktxDKJML8FZQbKheRqkCZ7nWhaaZfGE4yEPravkm93bWi9x29pq1tsWhLpprL7HkusskmJLJfLR+ung/2PyiXvTSDjI7tudUvdG1d50G7VL1KM0Xdg5Vq/tPK0hm0aBapu2GH/ZJmQ6j6/aoEU7ML5qqF2o6ozBY+1Y3hxIGAABIRGAUAAAAsJle7J08efJZgTi9eKtBUb/MK+pkD5vEC7CZ9EhJNfRkuqxg5FAX1FOVfa4Xz7Xc/BjodpL2eE5e51S9trKlAU6tx+GCI9u3bx8QvLArGKLprF27NuWwvV5KFYjItRcb3mZtP3bc3KC/keTgl7Vd+SnYnindL9s1ysBgvWrzdZ+U7pCzbgdFnZpfNFUbPVyw1Qpap7q5BQAAwC0ERgEAABBYXsz9qMEZHZ41cdlOBkXtWkcNZib33Ml1aNlML7omX1DNpGeSBoyGK99Uw+bu2LFDsmUFOZLntxyqTk6ePJn3F4M1/8nrrNu9HcESLU+92J5O708NUiR/TucBtIMVVLG7F2quUpVxrr2+MHDfZVevyMECoPk+v6gdgV3dlpO3Z92vZNNO+mWfNJTEgK/bwyg7Nb9oqrZuuHbfr/tWAABQWAiMAgAAILAG6/XjxFCneiFdAxTJF4y1Z4iTw+cmr0sugdLbb7895/wkDmGY6YVPvaCaXE7pBmv1c8NdrE81bF8uQy7qBV7Nsz6SL+YP1ttVt5N0evgl58mOAHiqNLJNV9d5xYoVZ72n5Z9LPrXMtEw1aJRuUF3zkPhZDYRoICMXGlDRhzXkqV9o2abarphf1D6JvQxz3Y4G26elei9bqdoyp4fy1oCaboe53ISQ6vv6W86lJ6Vf9knpzA3shx6jduw3UgVXh9q2db+qZar1lO83CAEAgPxGYBQAAACBNdiQfJkM0ZrOBUcNiOp8ookXH/Win/bS0F4sTl4ATL7gafV4ypQGgPTibS69z/T7VnBVLyRn0yMlOZiazrCKVgBjuF5YWg/JF85VNhf4E4NnqS50D9ZTSd8fbnlajsn1qNtsrtttqjyl6kmUSV0llqfmL3le3Uzn5NVtJtOhNHUdEstfAxnZzplrBdh1W/Jbr77Bftv5Olel3+jvMjF4lct2NNQNGXYNo6u/t1Q9W+0cFj0VvbFDf3P6W8kmeGy1M4n7Cd2P2NGD0C/7pGSJ25HbQVGVajuZM2dOzukmj8Iw1LGO1oVu+3qsQW9RAADguTgAAACQ506dOhWvr683j127dsW3bt0aX7FiRVwPd1M9qqur4+vXr+//TroPTXvz5s3xNWvWxOfPn2/SSZW+LtsJyfnQPKRavr6vf9fP6ee1fFJJzL+Vpr5euHBhVnmbMmVK//JzMXPmzLPWR/M11HIzLfNU5aZ1mi79rJadbmcWLePE9LQskmke9XtD1atul8nrn5im/t2qV30M95uwfg9WnlOlq/WduL0Mle5g5ZGcT00rXfpZzZt+b7BtNR1Lly49Kx/670xY+4xMv+eWVPu0XH9r+Ui3l8RtNxu6nVn7PK3vwX4b+tDfo27j+jvKZLtOld9sL8Ekt0O6Hxgqz8ltQDa/a0vy/sj6fVi/+0x+L4nthPXQdbGbX/ZJqcowsd1wgy4v1TZix3qp5O1wsHq3PpftdmgZqo0FAABIF4FRAAAA5L3BAoRuPvQinV6Mteti42ABwGwegwVPrAuViRe2reCork+6F3ATL0LbERTWMky+eJ4qOGpdZNeLznYFmYa6aKsXy62AeKqL7HqBP1UgU8tRAzip1mOwi9bpPgYLKljLy/aRKS2P5DrT7Wqo8tS/WfnMNsCVTMszMR9aV8MFvbVOrO84EaRxcj/n5/z6OTCaHETP5JFNYMvavrLJr7VPtuNhZ2BUaVnob0w/M1S56D49OVip38km0Jxv+6TEtjvVjTFOS26XrLbJLsnbZ3Ibp/+2jjXsqG8n1gEAABSeIq97rAIAAAD5RoeL0+HgdEhBHWov1RyTTi5b1dTUDPvZdOaa0/QSh7XTYf7q6+vNkHc63KH+XYeC1CHzrHXUdPUzOjSrNUSfloGmY8ewnrpMnZdVh+W15hjVYS51+Zq+Putydfm6XB2uOFOa1yVLlsjq1av7l6Hp6XpqGei6axknr6sOrzrY8Mj6N/2ONVSuNXSgtU76vcGGUcymXtMZHtKpdJNpvWg56ZCRWra67tZww/o3/a1oXqx5Mq2H/m2ocsmUbg+aDx3iU4e/tOYI1EeqfFjDC+v3dHhQP80pmix5m9N/+22433yT7u8jl9+G0t+EboO5DCGaWP/p/J6T2wA75ilOpr+bAwcOmH217jP196O/Zd2Pah71N7Zjx46z5orW3+GqVascH1LWL/ukxHVPNc+101Lt0+wcylbLSfe1Vlun7Z81f6kO/63lq2W6ceNGhv0GAAC+EdLoqNeZAAAAAOA+vZCtFzMHuwCsFzT1IrIGjBLnuNSLyXrRWy9yahpOBoZ1mXrRVYOSVh50+XpRe6i8Z0LXUwNkieupAQXrgq6um87HpkGodOaLtcpNL8orDZ4XWgBL62vTpk1n1ZvSsrQC3NZ8c27nw7qxQbdh3X7TrVevad6teTD1N6e/Cz8Hcp2i66+/KaW//2xujED6tKwT56jU30uqOTdTtRdWW6Hbqf7WtL682ma92idpkNhalpaNFTR0k66X1o2umwbonWiPdB014KptaeJ+1pqz2S6hUMg8a9pWGwsAAJApAqMAAAAAACAvEBj1Z2AUA2mAUAOjSgOFp06d8jpLeY/AKAAAsEPYllQAAAAAAAAAGIkBZC+G0QUAAEBqBEYBAAAAAAAAGyXOL2rNwQkAAADvERgFAAAAAAAAbGLNZWoNo6tzmAIAAMAfCIwCAAAAAP7/9u7nZ44jvw/wy8UGcWBkLUrZvQaWbvZNonLMBqBkIMghF4rKMTlIwuYPoKCTkZNA5R6D0sXHkNxrLtYKSM4UdfSNK+QYGxTXRuLEiGEGn9cpuljsmXe6p3v6xzwPMOKr953p6a7urq6qb/24AGAc9+/ff2ldVgAAlkNgFAAAAABG8uWXX774+cMPP5x1XwAAeJnAKAAAAACMNI3ub37zm8uf33zzTdPoAgAsjMAoAAAAAIzg3r17L36+devWrPsCAMCrBEYBAAAAYAQPHjx48fMnn3wy674AAPAqgVEAAAAAONKvfvWrl6bRzQsAgGURGAUAAADgFb/+9a9f+v8ffvhhtn1Zg4cPH7742WhRAIBlEhgFAAAA4JWgaBn9WHz33Xez7c/aptG1vigAwDL9eO4dAAAAAGAZo0MTDP32228v7t692/me999//3I0ZKaJfe211y5/b8rYl6fRffvtt6UJAMBCCYwCAAAAnLEvv/zy4Kl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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"r1, fmag1, _ = load_force_diagnostic(OutputForceDiagnostic_pm)\n",
"r4, fmag4, _ = load_force_diagnostic(OutputForceDiagnostic_colaPM)\n",
"r2, fmag2, _ = load_force_diagnostic(OutputForceDiagnostic_colaSPM)\n",
"r3, fmag3, _ = load_force_diagnostic(OutputForceDiagnostic_colaP3M)\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+PM\", \"COLA+sPM\", \"COLA+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_COLA.png\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Newton prefactor = 9.95e-03\n",
"Nyquist: 0.50 Mpc/h\n",
"Particle length: 0.03 Mpc/h\n",
"Split scale: 0.31 Mpc/h\n",
"Short-range reach: 1.41 Mpc/h\n",
"Figure saved to: /Users/hoellinger/WIP3M/notebook6/force_diagnostic_comparison_std.png\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"r1, fmag1, _ = load_force_diagnostic(OutputForceDiagnostic_pm)\n",
"r4, fmag4, _ = load_force_diagnostic(OutputForceDiagnostic_colaPM)\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\", \"PM\", \"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_std.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",
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