csiborgtools/notebooks/flow_calibration.ipynb
Richard Stiskalek 27c1f9249b
Observer velocity script (#120)
* Rename script

* Delete scripts

* Add script

* Edit script

* Add script

* Update nb

* Update plotting

* Update .gitignore

* Update nb

* Update nb

* Add option to keep beta fixed
2024-03-26 10:42:53 +01:00

941 lines
1.1 MiB

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Calibrating the velocity field against observations "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Copyright (C) 2024 Richard Stiskalek\n",
"# This program is free software; you can redistribute it and/or modify it\n",
"# under the terms of the GNU General Public License as published by the\n",
"# Free Software Foundation; either version 3 of the License, or (at your\n",
"# option) any later version.\n",
"#\n",
"# This program is distributed in the hope that it will be useful, but\n",
"# WITHOUT ANY WARRANTY; without even the implied warranty of\n",
"# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General\n",
"# Public License for more details.\n",
"#\n",
"# You should have received a copy of the GNU General Public License along\n",
"# with this program; if not, write to the Free Software Foundation, Inc.,\n",
"# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import jax\n",
"from numpyro.infer import MCMC, NUTS, init_to_median\n",
"import corner\n",
"from getdist import plots\n",
"from scipy.stats import multivariate_normal\n",
"from scipy.optimize import fmin_powell\n",
"\n",
"import csiborgtools\n",
"\n",
"from flow_calibration import *\n",
"\n",
"%load_ext autoreload\n",
"%autoreload 2\n",
"%matplotlib inline\n",
"\n",
"paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## LOS density & radial velocity plots "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# fpath = \"/mnt/extraspace/rstiskalek/catalogs/A2.h5\"\n",
"fpath = \"/mnt/extraspace/rstiskalek/catalogs/PV_compilation_Supranta2019.hdf5\"\n",
"\n",
"loader_carrick = csiborgtools.flow.DataLoader(\"Carrick2015\", \"LOSS\", fpath, paths, ksmooth=0)\n",
"loader_csiborg = csiborgtools.flow.DataLoader(\"csiborg1\", \"LOSS\", fpath, paths, ksmooth=0)\n",
"loader_csiborg2 = csiborgtools.flow.DataLoader(\"csiborg2_main\", \"LOSS\", fpath, paths, ksmooth=0)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# ks = [115, 53, 77, 105, 26, 61, 86, 29, 80, 21]\n",
"ks = [19, 8, 15, 0, 16, 6, 48, 38, 26, 44]\n",
"# ks = [19]\n",
"# ks = np.random.choice(50, 10, replace=False)\n",
"\n",
"# k = 6\n",
"for k in []:\n",
" fig, axs = plt.subplots(2, 1, figsize=(7, 7), sharex=True)\n",
" # Get rid of vertical spacing\n",
" fig.subplots_adjust(wspace=0)\n",
"\n",
" # Plot CSiBORG\n",
" for i in range(loader_csiborg.los_density.shape[1]):\n",
" axs[0].plot(loader_csiborg.rdist, loader_csiborg.los_density[k, i, :], alpha=0.1, color=\"black\")\n",
" axs[1].plot(loader_csiborg.rdist, loader_csiborg.los_radial_velocity[k, i, :], alpha=0.1, color=\"black\")\n",
"\n",
" # CSiBORG1\n",
" axs[0].plot(loader_csiborg.rdist, loader_csiborg.los_density[k, :, :].mean(axis=0), color=\"red\", label=\"CSiBORG1\")\n",
" axs[1].plot(loader_csiborg.rdist, loader_csiborg.los_radial_velocity[k, :, :].mean(axis=0), color=\"red\")\n",
"\n",
" # CSiBORG2\n",
" axs[0].plot(loader_csiborg2.rdist, loader_csiborg2.los_density[k, :, :].mean(axis=0), color=\"violet\", label=\"CSiBORG2\")\n",
" axs[1].plot(loader_csiborg2.rdist, loader_csiborg2.los_radial_velocity[k, :, :].mean(axis=0), color=\"violet\")\n",
"\n",
" # Plot Carrick+2015\n",
" axs[0].plot(loader_carrick.rdist, loader_carrick.los_density[k, 0, :], color=\"blue\", label=\"Carrick+2015\")\n",
" axs[1].plot(loader_carrick.rdist, loader_carrick.los_radial_velocity[k, 0, :] * 0.43, color=\"blue\")\n",
"\n",
"\n",
" # for i in range(2):\n",
" # label = \"SN\"\n",
" # rdist = loader_csiborg.cat[\"r_hMpc\"][k]\n",
" # axs[i].axvline(rdist, color=\"violet\", linestyle=\"--\",\n",
" # zorder=0, label=label)\n",
"\n",
" axs[1].set_xlabel(r\"$r ~ [\\mathrm{Mpc} / h]$\")\n",
" axs[0].set_ylabel(r\"$\\rho_{\\rm LOS} / \\langle \\rho_{\\rm matter} \\rangle$\")\n",
" axs[1].set_ylabel(r\"$v_{\\rm LOS} ~ [\\mathrm{km/s}]$\")\n",
"\n",
" axs[0].set_yscale(\"log\")\n",
"\n",
" axs[0].legend(loc=\"upper right\")\n",
" axs[0].set_xlim(0, 200)\n",
"\n",
" fig.tight_layout(w_pad=0, h_pad=0)\n",
" fig.savefig(f\"../plots/LOSS_los_{k}.png\", dpi=500, bbox_inches=\"tight\")\n",
"\n",
" fig.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test running a model"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"20:33:10: reading the catalogue.\n",
"20:33:10: reading the interpolated field.\n",
"20:33:10: calculating the radial velocity.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/mnt/users/rstiskalek/csiborgtools/csiborgtools/flow/flow_model.py:112: UserWarning: The number of radial steps is even. Skipping the first step at 0.0 because Simpson's rule requires an odd number of steps.\n",
" warn(f\"The number of radial steps is even. Skipping the first \"\n"
]
}
],
"source": [
"fpath_data = \"/mnt/extraspace/rstiskalek/catalogs/PV_compilation_Supranta2019.hdf5\"\n",
"# fpath_data = \"/mnt/extraspace/rstiskalek/catalogs/A2.h5\"\n",
"\n",
"simname = \"csiborg2_main\"\n",
"catalogue = \"Pantheon+\"\n",
"loader = csiborgtools.flow.DataLoader(simname, 0, catalogue, fpath_data, paths, ksmooth=0)\n",
"get_model_kwargs = {\"zcmb_max\": 0.07}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Running HMC"
]
},
{
"cell_type": "code",
"execution_count": 115,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Selected 697/741 galaxies.\n"
]
}
],
"source": [
"model = csiborgtools.flow.get_model(loader, **get_model_kwargs)\n",
"model_kwargs = {\"sample_alpha\": True, \"sample_beta\": False}"
]
},
{
"cell_type": "code",
"execution_count": 78,
"metadata": {},
"outputs": [],
"source": [
"kernel = NUTS(model, init_strategy=init_to_median(num_samples=100))\n",
"mcmc = MCMC(kernel, num_warmup=250, num_samples=500)\n",
"\n",
"rng_key = jax.random.PRNGKey(5)"
]
},
{
"cell_type": "code",
"execution_count": 84,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"sample: 100%|██████████| 750/750 [00:15<00:00, 49.08it/s, 15 steps of size 4.59e-01. acc. prob=0.91] \n"
]
}
],
"source": [
"\n",
"mcmc.run(rng_key, **model_kwargs)"
]
},
{
"cell_type": "code",
"execution_count": 85,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
" mean std median 5.0% 95.0% n_eff r_hat\n",
" Vext_x 34.23 72.26 32.94 -99.73 133.40 458.29 1.00\n",
" Vext_y 47.34 83.40 51.68 -92.80 176.14 451.78 1.01\n",
" Vext_z -17.27 143.46 -25.86 -273.74 197.39 381.93 1.00\n",
" alpha 0.58 0.15 0.57 0.31 0.79 499.17 1.00\n",
" alpha_cal 0.12 0.03 0.12 0.08 0.17 594.52 1.00\n",
" beta 0.88 0.28 0.88 0.45 1.34 372.07 1.00\n",
" beta_cal 3.53 0.20 3.53 3.19 3.85 472.78 1.00\n",
" e_mu_intrinsic 0.08 0.03 0.08 0.05 0.13 415.34 1.00\n",
" mag_cal -18.19 0.04 -18.19 -18.24 -18.13 378.89 1.00\n",
" sigma_v 209.69 48.28 207.51 134.59 284.09 513.82 1.00\n",
"\n",
"Number of divergences: 0\n",
"{'BIC': 776.673583984375, 'AIC': 757.5533447265625, 'logZ': -357.8148498535156}\n"
]
}
],
"source": [
"mcmc.print_summary()\n",
"samples = mcmc.get_samples(group_by_chain=False)\n",
"print(csiborgtools.numpyro_gof(model, mcmc, model_kwargs))"
]
},
{
"cell_type": "code",
"execution_count": 86,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'BIC': 772.8619384765625,\n",
" 'AIC': 755.6537475585938,\n",
" 'logZ': -357.52935791015625}"
]
},
"execution_count": 86,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"{'BIC': 772.8619384765625, 'AIC': 755.6537475585938, 'logZ': -357.52935791015625}"
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"|V| = 173.6986541748047 +- 78.95730590820312\n",
"l = 202.59990019627085 +- 82.54053386169018\n",
"b = -18.096667323478123 +- 31.585680320615126\n",
"beta = 0.8846660852432251 +- 0.2776414752006531\n"
]
}
],
"source": [
"Vmag = np.sqrt(samples[\"Vext_x\"]**2 + samples[\"Vext_y\"]**2 + samples[\"Vext_z\"]**2)\n",
"\n",
"V = np.vstack([samples[\"Vext_x\"], samples[\"Vext_y\"], samples[\"Vext_z\"]]).T\n",
"V = csiborgtools.cartesian_to_radec(V)\n",
"\n",
"l, b = csiborgtools.flow.radec_to_galactic(V[:, 1], V[:, 2])\n",
"\n",
"print(f\"|V| = {np.mean(Vmag)} +- {np.std(Vmag)}\")\n",
"print(f\"l = {np.mean(l)} +- {np.std(l)}\")\n",
"print(f\"b = {np.mean(b)} +- {np.std(b)}\")\n",
"if \"beta\" in samples:\n",
" print(f\"beta = {np.mean(samples['beta'])} +- {np.std(samples['beta'])}\")"
]
},
{
"cell_type": "code",
"execution_count": 89,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1180x1180 with 25 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data = [l, b, Vmag]\n",
"labels = [r\"$l$\", r\"$b$\", r\"$|\\bf{V}_{\\rm ext}|$\"]\n",
"if \"alpha\" in samples:\n",
" data.append(samples[\"alpha\"])\n",
" labels.append(r\"$\\alpha$\")\n",
"\n",
"if \"beta\" in samples:\n",
" data.append(samples[\"beta\"])\n",
" labels.append(r\"$\\beta$\")\n",
"\n",
"data = np.vstack(data).T\n",
"fig = corner.corner(data, labels=labels, show_titles=True, title_fmt=\".3f\", title_kwargs={\"fontsize\": 12}, smooth=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Vizualize the results"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Functions to read in the results"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Reading Foundation fitted to Carrick2015 with ksmooth = 0.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"BIC = 1852.867188 +- 0.000000\n",
"AIC = 1824.664429 +- 0.000000\n",
"logZ = -897.537476 +- 0.000000\n",
"chi2 = 0.000000 +- 0.000000\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1390x1390 with 36 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data, names, gof = read_samples(\"Foundation\", \"Carrick2015\", 0)\n",
"\n",
"fig = corner.corner(data, labels=names_to_latex(names, True), show_titles=True,\n",
" title_fmt=\".3f\", title_kwargs={\"fontsize\": 12}, smooth=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### LOSS-only comparison"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"LOSS_Carrick_0 = read_samples(\"LOSS\", \"Carrick2015\", 0, return_MCsamples=True)\n",
"LOSS_Carrick_1 = read_samples(\"LOSS\", \"Carrick2015\", 1, return_MCsamples=True)\n",
"\n",
"LOSS_CB1_0 = read_samples(\"LOSS\", \"csiborg1\", 0, return_MCsamples=True)\n",
"LOSS_CB1_1 = read_samples(\"LOSS\", \"csiborg1\", 1, return_MCsamples=True)\n",
"\n",
"LOSS_CB2_0 = read_samples(\"LOSS\", \"csiborg2_main\", 0, return_MCsamples=True)\n",
"LOSS_CB2_1 = read_samples(\"LOSS\", \"csiborg2_main\", 1, return_MCsamples=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" LOSS_Carrick_0,\n",
" # LOSS_Carrick_1,\n",
" # LOSS_CB1_0,\n",
" LOSS_CB1_1,\n",
" LOSS_CB2_0,\n",
" LOSS_CB2_1,\n",
" ]\n",
"\n",
"# params = [\"l\", \"b\", \"Vmag\", \"beta\"]\n",
"params = None\n",
"\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, params=params, filled=True, legend_loc='upper right', )\n",
"g.export(f\"../plots/LOSS_comparison.png\", dpi=500,)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Foundation-only comparison"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"FOUNDATION_Carrick_0 = read_samples(\"Foundation\", \"Carrick2015\", 0, return_MCsamples=True)\n",
"FOUNDATION_Carrick_1 = read_samples(\"Foundation\", \"Carrick2015\", 1, return_MCsamples=True)\n",
"\n",
"FOUNDATION_CB1_0 = read_samples(\"Foundation\", \"csiborg1\", 0, return_MCsamples=True)\n",
"FOUNDATION_CB1_1 = read_samples(\"Foundation\", \"csiborg1\", 1, return_MCsamples=True)\n",
"\n",
"FOUNDATION_CB2_0 = read_samples(\"Foundation\", \"csiborg2_main\", 0, return_MCsamples=True)\n",
"FOUNDATION_CB2_1 = read_samples(\"Foundation\", \"csiborg2_main\", 1, return_MCsamples=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" FOUNDATION_Carrick_0,\n",
" # FOUNDATION_Carrick_1,\n",
" # FOUNDATION_CB1_0,\n",
" FOUNDATION_CB1_1,\n",
" FOUNDATION_CB2_0,\n",
" FOUNDATION_CB2_1,\n",
" ]\n",
"\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, filled=True, legend_loc='upper right')\n",
"g.export(f\"../plots/FOUNDATION_comparison.png\", dpi=500,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### PantheonPlus-only comparison"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Reading Pantheon+ fitted to csiborg2_main with ksmooth = 0.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"BIC = 10056.015674 +- 27.407189\n",
"AIC = 10010.824268 +- 27.407189\n",
"logZ = -5006.756958 +- 48.432771\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n",
"\n",
"Reading Pantheon+ fitted to csiborg2_main with ksmooth = 1.\n",
"BIC = 10027.133105 +- 13.850270\n",
"AIC = 9981.941699 +- 13.850270\n",
"logZ = -4981.690186 +- 6.885272\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n"
]
}
],
"source": [
"# PANTHEONP_Carrick_0 = read_samples(\"Pantheon+\", \"Carrick2015\", 0, return_MCsamples=True)\n",
"# PANTHEONP_Carrick_1 = read_samples(\"Pantheon+\", \"Carrick2015\", 1, return_MCsamples=True)\n",
"\n",
"# PANTHEONP_CB1_0 = read_samples(\"Pantheon+\", \"csiborg1\", 0, return_MCsamples=True)\n",
"# PANTHEONP_CB1_1 = read_samples(\"Pantheon+\", \"csiborg1\", 1, return_MCsamples=True)\n",
"\n",
"# STILL RUNNING\n",
"PANTHEONP_CB2_0 = read_samples(\"Pantheon+\", \"csiborg2_main\", 0, return_MCsamples=True)\n",
"PANTHEONP_CB2_1 = read_samples(\"Pantheon+\", \"csiborg2_main\", 1, return_MCsamples=True)\n"
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1200x1200 with 21 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"X = [\n",
" # PANTHEONP_Carrick_0,\n",
" # PANTHEONP_Carrick_1,\n",
" # PANTHEONP_CB1_0,\n",
" # PANTHEONP_CB1_1,\n",
" PANTHEONP_CB2_0,\n",
" PANTHEONP_CB2_1,\n",
" ]\n",
"\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, filled=True, legend_loc='upper right')\n",
"# g.export(f\"../plots/PANTHEONP_comparison.png\", dpi=500,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2MTF comparison"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"TWOMTF_Carrick_0 = read_samples(\"2MTF\", \"Carrick2015\", 0, return_MCsamples=True)\n",
"TWOMTF_Carrick_1 = read_samples(\"2MTF\", \"Carrick2015\", 1, return_MCsamples=True)\n",
"\n",
"TWOMTF_CB1_0 = read_samples(\"2MTF\", \"csiborg1\", 0, return_MCsamples=True)\n",
"TWOMTF_CB1_1 = read_samples(\"2MTF\", \"csiborg1\", 1, return_MCsamples=True)\n",
"\n",
"TWOMTF_CB2_0 = read_samples(\"2MTF\", \"csiborg2_main\", 0, return_MCsamples=True)\n",
"TWOMTF_CB2_1 = read_samples(\"2MTF\", \"csiborg2_main\", 1, return_MCsamples=True)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" TWOMTF_Carrick_0,\n",
" # TWOMTF_Carrick_1,\n",
" # TWOMTF_CB1_0,\n",
" TWOMTF_CB1_1,\n",
" TWOMTF_CB2_0,\n",
" TWOMTF_CB2_1,\n",
" ]\n",
"\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, filled=True, legend_loc='upper right')\n",
"g.export(f\"../plots/2MTF_comparison.png\", dpi=500,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### SFI galaxies"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"SFIGAL_Carrick_0 = read_samples(\"SFI_gals\", \"Carrick2015\", 0, return_MCsamples=True)\n",
"SFIGAL_Carrick_1 = read_samples(\"SFI_gals\", \"Carrick2015\", 1, return_MCsamples=True)\n",
"\n",
"# SFIGAL_CB1_0 = read_samples(\"SFI_gals\", \"csiborg1\", 0, return_MCsamples=True)\n",
"# SFIGAL_CB1_1 = read_samples(\"SFI_gals\", \"csiborg1\", 1, return_MCsamples=True)\n",
"\n",
"SFIGAL_CB2_0 = read_samples(\"SFI_gals\", \"csiborg2_main\", 0, return_MCsamples=True)\n",
"SFIGAL_CB2_1 = read_samples(\"SFI_gals\", \"csiborg2_main\", 1, return_MCsamples=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" SFIGAL_Carrick_0,\n",
" # SFIGAL_Carrick_1,\n",
" # SFIGAL_CB1_0,\n",
" # SFIGAL_CB1_1,\n",
" # SFIGAL_CB2_0,\n",
" SFIGAL_CB2_1,\n",
" ]\n",
"\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, filled=True, legend_loc='upper right')\n",
"g.export(f\"../plots/SFI_gals_comparison.png\", dpi=500,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### External flow consistency"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Carrick2015"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" # LOSS_Carrick_0,\n",
" # FOUNDATION_Carrick_0,\n",
" PANTHEONP_Carrick_0,\n",
" TWOMTF_Carrick_0,\n",
" SFIGAL_Carrick_0,\n",
" ]\n",
"\n",
"params = [\"Vmag\", \"l\", \"b\", \"beta\"]\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, params=params, filled=True, legend_loc='upper right',)\n",
"g.export(f\"../plots/Carrick2015_external_flow.png\", dpi=500,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### CSiBORG1"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" # LOSS_CB1_1,\n",
" # FOUNDATION_CB1_1,\n",
" PANTHEONP_CB1_1,\n",
" TWOMTF_CB1_1,\n",
" # SFIGAL_CB1_1,\n",
" ]\n",
"\n",
"params = [\"Vmag\", \"l\", \"b\", \"beta\"]\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, params=params, filled=True, legend_loc='upper right',)\n",
"g.export(f\"../plots/CB1_external_flow.png\", dpi=500,)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### CSiBORG2"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"X = [\n",
" # LOSS_CB2_1,\n",
" # FOUNDATION_CB2_1,\n",
" PANTHEONP_CB2_1,\n",
" TWOMTF_CB2_1,\n",
" SFIGAL_CB2_1,\n",
" ]\n",
"\n",
"params = [\"Vmag\", \"l\", \"b\", \"beta\"]\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, params=params, filled=True, legend_loc='upper right',)\n",
"g.export(f\"../plots/CB2_external_flow.png\", dpi=500,)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Reading Pantheon+ fitted to Carrick2015 with ksmooth = 1.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Subtracting LG velocity with kernel 0.0 Mpc / h.\n",
"BIC = 9990.192383 +- 0.000000\n",
"AIC = 9945.000977 +- 0.000000\n",
"logZ = -4963.845215 +- 0.000000\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n",
"\n",
"Reading LOSS fitted to csiborg1 with ksmooth = 1.\n",
"Subtracting LG velocity with kernel 0.0 Mpc / h.\n",
"BIC = 776.321023 +- 4.885720\n",
"AIC = 757.200783 +- 4.885720\n",
"logZ = -357.999639 +- 2.120405\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n",
"\n",
"Reading Foundation fitted to csiborg1 with ksmooth = 1.\n",
"Subtracting LG velocity with kernel 0.0 Mpc / h.\n",
"BIC = 1871.209213 +- 4.486214\n",
"AIC = 1843.006454 +- 4.486214\n",
"logZ = -907.345996 +- 2.270922\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n",
"\n",
"Reading Pantheon+ fitted to csiborg1 with ksmooth = 1.\n",
"Subtracting LG velocity with kernel 0.0 Mpc / h.\n",
"BIC = 10165.661259 +- 17.568351\n",
"AIC = 10120.469852 +- 17.568351\n",
"logZ = -5050.822299 +- 8.731843\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n",
"\n",
"Reading 2MTF fitted to csiborg1 with ksmooth = 1.\n",
"Subtracting LG velocity with kernel 0.0 Mpc / h.\n",
"BIC = 19840.144473 +- 31.749545\n",
"AIC = 19793.980411 +- 31.749545\n",
"logZ = -9891.951984 +- 16.078607\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n",
"\n",
"Reading SFI_gals fitted to csiborg1 with ksmooth = 1.\n",
"Subtracting LG velocity with kernel 0.0 Mpc / h.\n",
"BIC = 29318.735381 +- 41.838252\n",
"AIC = 29269.325224 +- 41.838252\n",
"logZ = -14622.914391 +- 20.841853\n",
"chi2 = 0.000000 +- 0.000000\n",
"Removed no burn in\n"
]
}
],
"source": [
"k = 1\n",
"LG = 0\n",
"\n",
"# Carrick\n",
"# LOSS_Carrick_LG = read_samples(\"LOSS\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"# FOUNDATION_Carrick_LG = read_samples(\"Foundation\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"PANTHEON_Carrick_LG = read_samples(\"Pantheon+\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"# TWOMTF_Carrick_LG = read_samples(\"2MTF\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"# SFIGAL_Carrick_LG = read_samples(\"SFI_gals\", \"Carrick2015\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"\n",
"\n",
"# # CSiBORG2\n",
"# LOSS_CB2_LG = read_samples(\"LOSS\", \"csiborg2_main\", k, return_MCsamples=True,subtract_LG_velocity=LG)\n",
"# FOUNDATION_CB2_LG = read_samples(\"Foundation\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"# PANTHEON_CB2_LG = read_samples(\"Pantheon+\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"# TWOMTF_CB2_LG = read_samples(\"2MTF\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"# SFIGAL_CB2_LG = read_samples(\"SFI_gals\", \"csiborg2_main\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"\n",
"# # CSiBORG1\n",
"LOSS_CB1_LG = read_samples(\"LOSS\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"FOUNDATION_CB1_LG = read_samples(\"Foundation\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"PANTHEON_CB1_LG = read_samples(\"Pantheon+\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"TWOMTF_CB1_LG = read_samples(\"2MTF\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)\n",
"SFIGAL_CB1_LG = read_samples(\"SFI_gals\", \"csiborg1\", k, return_MCsamples=True, subtract_LG_velocity=LG)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Removed no burn in\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 600x600 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"params = [\"Vmag\", \"l\", \"b\"]\n",
"CMB = MCSamples(samples=multivariate_normal([627, 276, 30], [22, 3, 3]).rvs(size=20000),\n",
" names=params, labels=names_to_latex(params, True), label=\"CMB\")\n",
"\n",
"X = [\n",
" # LOSS_Carrick_LG,\n",
" # FOUNDATION_Carrick_LG,\n",
" PANTHEON_Carrick_LG,\n",
" # TWOMTF_Carrick_LG,\n",
" # SFIGAL_Carrick_LG,\n",
" # LOSS_CB1_LG,\n",
" # FOUNDATION_CB1_LG,\n",
" PANTHEON_CB1_LG,\n",
" # TWOMTF_CB1_LG,\n",
" # SFIGAL_CB1_LG,\n",
" # LOSS_CB2_LG,\n",
" # FOUNDATION_CB2_LG,\n",
" PANTHEON_CB2_LG,\n",
" # TWOMTF_CB2_LG,\n",
" # SFIGAL_CB2_LG,\n",
" CMB,\n",
" ]\n",
"\n",
"g = plots.get_subplot_plotter()\n",
"g.settings.figure_legend_frame = False\n",
"g.settings.alpha_filled_add = 0.75\n",
"# g.settings.title_limit_fontsize = 14\n",
"g.triangle_plot(X, params=params, filled=True, legend_loc='upper right', )\n",
"g.export(f\"../plots/ALL_dipole.png\", dpi=500,)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "venv_csiborg",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.7"
}
},
"nbformat": 4,
"nbformat_minor": 2
}