From fe967fa396ef535e80cc49f9c2812130b2af86a2 Mon Sep 17 00:00:00 2001 From: "Evgeny P. Kurbatov" Date: Tue, 24 Sep 2024 16:28:29 +0100 Subject: [PATCH 1/4] Pipeline for Aurora paper --- ...load and prepare RGB stars catalogue.ipynb | 786 ++++++++++++++++ .../Aurora/1a. Plot Kinematics.ipynb | 877 ++++++++++++++++++ docs/notebooks/Aurora/fig/a0-am.pdf | Bin 0 -> 1205 bytes docs/notebooks/Aurora/fig/a0-am_fit.pdf | Bin 0 -> 1205 bytes docs/notebooks/Aurora/fig/a0_map.pdf | Bin 0 -> 266515 bytes docs/notebooks/Aurora/fig/ag_map.pdf | Bin 0 -> 267049 bytes docs/notebooks/Aurora/fig/data-kinem-all.pdf | Bin 0 -> 38718 bytes .../Aurora/fig/data-kinem-mh-logapocolor.pdf | Bin 0 -> 44875 bytes .../Aurora/fig/data-kinem-mh-rsplit.pdf | Bin 0 -> 85714 bytes docs/notebooks/Aurora/fig/data-kinem-mh.pdf | Bin 0 -> 43859 bytes 10 files changed, 1663 insertions(+) create mode 100644 docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb create mode 100644 docs/notebooks/Aurora/1a. Plot Kinematics.ipynb create mode 100644 docs/notebooks/Aurora/fig/a0-am.pdf create mode 100644 docs/notebooks/Aurora/fig/a0-am_fit.pdf create mode 100644 docs/notebooks/Aurora/fig/a0_map.pdf create mode 100644 docs/notebooks/Aurora/fig/ag_map.pdf create mode 100644 docs/notebooks/Aurora/fig/data-kinem-all.pdf create mode 100644 docs/notebooks/Aurora/fig/data-kinem-mh-logapocolor.pdf create mode 100644 docs/notebooks/Aurora/fig/data-kinem-mh-rsplit.pdf create mode 100644 docs/notebooks/Aurora/fig/data-kinem-mh.pdf diff --git a/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb b/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb new file mode 100644 index 0000000..9a269dc --- /dev/null +++ b/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb @@ -0,0 +1,786 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6e6c8d8e-b253-4307-b4fc-9a7b9b3516cd", + "metadata": {}, + "source": [ + "# 1. Download and prepare RGB stars catalogue" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "33aa7797-5f2e-4ecd-9f36-dc00e5cd9b57", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n" + ] + } + ], + "source": [ + "import os\n", + "import pathlib\n", + "import requests\n", + "from zipfile import ZipFile\n", + "from tqdm import tqdm\n", + "\n", + "import numpy as np\n", + "import scipy as sp\n", + "import pandas as pd\n", + "\n", + "import astropy\n", + "import astropy.units as u\n", + "from astropy.coordinates import SkyCoord, Galactocentric\n", + "from astropy_healpix import HEALPix\n", + "import dustmaps\n", + "import dustmaps.config\n", + "import dustmaps.gaia_tge\n", + "\n", + "import config\n", + "import utils" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "03c9fbe6-e69d-40d2-af97-097428b0e4ca", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "76c418ff-cd08-4c5b-ad88-adb1281351f1", + "metadata": {}, + "source": [ + "## Download Andrae et al. (2023) vetted sample of RGB stars\n", + "\n", + "Paper: https://ui.adsabs.harvard.edu/abs/2023ApJS..267....8A\n", + "\n", + "Data: https://zenodo.org/records/7945154" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "bbae7a80-44e2-4d7e-9f39-5d381ef9844b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting download from https://zenodo.org/records/7945154/files/table_2_catwise.csv.gz?download=1\n", + "File 'cache/Andrae2023_table_2_catwise.csv.gz' already downloaded\n", + "Done\n" + ] + } + ], + "source": [ + "# Download the Andrae et al. (2023) vetted sample of RGB stars\n", + "\n", + "url = 'https://zenodo.org/records/7945154/files/table_2_catwise.csv.gz?download=1'\n", + "file_name = cache_path / 'Andrae2023_table_2_catwise.csv.gz'\n", + "utils.download_file(url, file_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0f48b759-9162-409d-b0a3-39f02d922c2a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of RGB stars: 17558141\n" + ] + } + ], + "source": [ + "# Read in the downloaded catalogue\n", + "# Use only necessary columns\n", + "usecols = ['source_id', 'ra', 'dec', 'l', 'b', 'parallax', 'parallax_error', \\\n", + " 'pmra', 'pmdec', 'radial_velocity', \\\n", + " 'phot_g_mean_mag', 'phot_bp_mean_mag', 'phot_rp_mean_mag', \\\n", + " 'mh_xgboost', 'teff_xgboost', 'logg_xgboost']\n", + "rgb = pd.read_csv(file_name, usecols=usecols)\n", + "print(\"Num. of RGB stars:\", len(rgb))" + ] + }, + { + "cell_type": "markdown", + "id": "7a6ec057-098d-42ee-aa1f-c786c058a090", + "metadata": {}, + "source": [ + "## Estimate extinctions in Gaia bands" + ] + }, + { + "cell_type": "markdown", + "id": "0170eb1d-a2fc-431a-88c4-466667a48398", + "metadata": {}, + "source": [ + "### Load dustmap\n", + "\n", + "Manual: https://dustmaps.readthedocs.io/en/latest/\n", + "\n", + "See also https://gea.esac.esa.int/archive/documentation/GDR3/Gaia_archive/chap_datamodel/sec_dm_astrophysical_parameter_tables/ssec_dm_total_galactic_extinction_map.html#total_galactic_extinction_map-a0" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4f89dfba-89ba-44a1-811f-e08ffbb18fab", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Checking existing file to see if MD5 sum matches ...\n", + "File exists. Not overwriting.\n" + ] + } + ], + "source": [ + "dustmaps.config.config['data_dir'] = str(cache_path / 'dustmaps.data')\n", + "dustmaps.gaia_tge.fetch()\n", + "dm = dustmaps.gaia_tge.GaiaTGEQuery(healpix_level=config.hpx_order)" + ] + }, + { + "cell_type": "markdown", + "id": "4ebadd4b-c7b2-40ff-9363-8e385cd87fcd", + "metadata": {}, + "source": [ + "### Estimate A_0 for every star\n", + "\n", + "A_0 is the monochromatic extinction at 541.4 nm ([Fitzpatrick 1999](https://iopscience.iop.org/article/10.1086/316293); [Delchambre et al. 2023](http://dx.doi.org/10.1051/0004-6361/202243423))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "cfd4aefd-da12-4eb0-a219-86a95f0128e6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NaNs in A0: 1851610\n" + ] + } + ], + "source": [ + "l = rgb['l'].values\n", + "b = rgb['b'].values\n", + "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", + "\n", + "rgb['a0'] = dm.query(co)\n", + "print(\"NaNs in A0:\", rgb['a0'].isnull().sum())" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "559fb3ca-863e-47eb-839a-9e2e8e7d0c6a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the extinction map on the sky\n", + "\n", + "hp = HEALPix(nside=config.hpx_nside, order='nested', frame='galactic')\n", + "co = hp.healpix_to_skycoord(range(config.hpx_npix))\n", + "a0_map = dm.query(co)\n", + "\n", + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 16/inch, 8/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "utils.plot_hpxmap(a0_map, title=\"A_0\")\n", + "\n", + "plt.savefig(fig_path / 'a0_map.pdf', dpi=config.pdf_dpi)\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "dcaaf333-dd6d-4509-a9bb-3cecdc99ad3c", + "metadata": {}, + "source": [ + "### Estimate A_G, A_BP, and A_RP for every star\n", + "\n", + "Use the [Fitzpatrick et al. (2019)](https://iopscience.iop.org/article/10.3847/1538-4357/ab4c3a) 3rd-order polynomial approximation\n", + "\n", + "Data: https://www.cosmos.esa.int/web/gaia/edr3-extinction-law" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c47cdb37-ad43-47eb-a002-b2bb3961aeec", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting download from https://www.cosmos.esa.int/documents/29201/1658422/Fitz19_EDR3_extinctionlawcoefficients.zip\n", + "File 'cache/Fitz19_EDR3_extinctionlawcoefficients.zip' already downloaded\n", + "Done\n" + ] + } + ], + "source": [ + "# Download the Fitzpatrick et al. (2019) extinctions approximation table\n", + "\n", + "url = 'https://www.cosmos.esa.int/documents/29201/1658422/Fitz19_EDR3_extinctionlawcoefficients.zip'\n", + "file_name = cache_path / 'Fitz19_EDR3_extinctionlawcoefficients.zip'\n", + "utils.download_file(url, file_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0caafb1e-28aa-4a4f-aeb8-d61e7d187252", + "metadata": {}, + "outputs": [], + "source": [ + "with ZipFile(file_name, 'r') as zf:\n", + " with zf.open('Fitz19_EDR3_HRDTop.csv') as f:\n", + " fitz0 = pd.read_csv(f)\n", + "#fitz0" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7cd3adb9-d2f4-46ff-8cc0-fcbd86fb07c5", + "metadata": {}, + "outputs": [], + "source": [ + "# See https://www.cosmos.esa.int/web/gaia/edr3-extinction-law\n", + "# km = a1 + a2*X + a3*X^2 + a4*X^3 + a5*A0 + a6*A0^2 + a7*A0^3 + a8*A0*X + a9*A0*X^2 + a10*X*A0*2\n", + "\n", + "a0 = rgb['a0']\n", + "Teff_0 = 5040.0 # K\n", + "teffnorm = rgb['teff_xgboost'] / Teff_0\n", + "\n", + "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kG')\n", + "fitz = fitz0[mask].to_dict(orient='records')[0]\n", + "kG = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", + " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", + " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", + "rgb['ag'] = kG * a0\n", + "\n", + "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kBP')\n", + "fitz = fitz0[mask].to_dict(orient='records')[0]\n", + "kBP = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", + " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", + " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", + "rgb['abp'] = kBP * a0\n", + "\n", + "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kRP')\n", + "fitz = fitz0[mask].to_dict(orient='records')[0]\n", + "kRP = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", + " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", + " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", + "rgb['arp'] = kRP * a0" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5ae31e85-32fc-42f7-ac4f-a4bf0f0a2bb2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Stars with A_0: 15706531\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Select the stars that have A_0\n", + "mask = rgb['a0'].isna()\n", + "rgb_a0 = rgb.loc[~mask,:].copy()\n", + "print(f\"Stars with A_0: {len(rgb_a0)}\")\n", + "\n", + "\n", + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 24/inch, 6/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "norm = 'log'\n", + "\n", + "# Select low-metallicity stars\n", + "mask = (-3.0 <= rgb_a0['mh_xgboost']) & (rgb_a0['mh_xgboost'] <= -1.0)\n", + "rgb_a0_lome = rgb_a0[mask]\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.hist2d(rgb_a0['a0'], rgb_a0['ag'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", + "plt.hist2d(rgb_a0_lome['a0'], rgb_a0_lome['ag'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_G [mag]\")\n", + "plt.ylim(0.0, 7.0)\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "plt.hist2d(rgb_a0['a0'], rgb_a0['abp'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", + "plt.hist2d(rgb_a0_lome['a0'], rgb_a0_lome['abp'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_BP [mag]\")\n", + "plt.ylim(0.0, 10.0)\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.hist2d(rgb_a0['a0'], rgb_a0['arp'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", + "plt.hist2d(rgb_a0_lome['a0'], rgb_a0_lome['arp'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_RP [mag]\")\n", + "plt.ylim(0.0, 6.0)\n", + "\n", + "plt.show()\n", + "plt.savefig(fig_path / 'a0-am.pdf')\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "9fa437cb-f37f-4dbb-a36e-8a65da22ffa6", + "metadata": {}, + "source": [ + "### Fit A_G(A_0) neglecting the T_eff dependence" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5f600c0a-4f02-4df5-8ec3-dac9fbac1d3c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AG_fit_coef: [0.8202675448004149, -0.033866129194463176, 0.002555660787363832, -8.131958543586709e-05]\n", + "ABP_fit_coef: [1.033958907987408, -0.02087730228623261, 0.0015881544018400127, -5.019377508885573e-05]\n", + "ARP_fit_coef: [0.6371221974165605, -0.009100437469083308, 0.0003998347218506803, -9.808820311772118e-06]\n" + ] + } + ], + "source": [ + "def Am_fit(A0, c1, c2, c3, c4):\n", + " return c1*A0 + c2*A0**2 + c3*A0**3 + c4*A0**4\n", + "\n", + "# G\n", + "popt, _ = sp.optimize.curve_fit(Am_fit, rgb_a0['a0'], rgb_a0['ag'])\n", + "AG_fit_coef = list(popt)\n", + "print(\"AG_fit_coef: \", AG_fit_coef)\n", + "\n", + "# BP\n", + "popt, _ = sp.optimize.curve_fit(Am_fit, rgb_a0['a0'], rgb_a0['abp'])\n", + "ABP_fit_coef = list(popt)\n", + "print(\"ABP_fit_coef:\", ABP_fit_coef)\n", + "\n", + "# RP\n", + "popt, _ = sp.optimize.curve_fit(Am_fit, rgb_a0['a0'], rgb_a0['arp'])\n", + "ARP_fit_coef = list(popt)\n", + "print(\"ARP_fit_coef:\", ARP_fit_coef)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5ff129fa-6a4c-4f06-b502-99f21a3c1348", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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zIJpAJTMo05lrRnWyzVvgfeCBB/jkJz+J67rccMMNXHfddfP10UKIFqp6ZfbkdgAQBAGH8oeJmhFy9SLlRpWQYeP5LvfsvY/Hj23B9Rv8+oo3s6JjOUuTS7ENh4gZRnM1ImYY1/fwA6/53m6VkO5g6za2bmNqJlEzRs2rEjYiJOwEutIJm7IfpRBiYdk3XmHnRI79M2We2+Nz/+YIh/bH6WpX/Pb7qwxtaLA/C8V6QMjQaYtYdCRsIrbBTLFOW9SSGV0hRMsEw7vwb/sS5HIwPIp2cBJVqBOYJv6V62D1ICgF0URz791IHABt9cbmfbnTw5Duai5fPkVB90XzMlRWq1U+85nP8OMf/xhLmscIccY4Xj5MxS3T8BuUGkUafoOZag5HdwDQUBycOsBTx54mpIdY2T7EJcsuZnXbSoZLxzG1ZtcVPwjwAg9Fc3uhqBllpjZN2IzQ8Bsk7dTc1kMhI0Tcai6F6Qx1MVWdJG5GW3D2Qgjx8rYdK7BnusBkrsHmH0TY8UiEpGOy7o153vdbPp1Ji6oXoGuK9rBJyNCxTZ10xGC65NKTlO9SQojWCYZ34T9+F9TrsHcY7endKN0gOHctwcUboFoEvblrBr6HiqYIyvlmI6q2nhfCbl9zCfM8mJfA++ijjxIKhXj7299OOBzmi1/8Il1dL22XX6vVqNV+1mQhnz+xvZWEEAvLs9NPoiudmdo0mtI4nD9CyAhRcSuU6hXCiRAHSge5e/ddFKoFEk6c/+e8/8iy9BKmqlNErRh21cbQTEJ6c3ZWoaj7dWy9+fvL4ysZLQ9TbpRw/QaGZjIUX8tY5RiztRls3cH1XTpDXbQ5bS3+LyKEEDBdcnnqyCxbx/Jsf9Zg7OEM2RmN3oEa//5365RiJcKRMKauMHWDzrCNphSdMYdlmeYPCl9sSiWEEPPNu+vrMDtNsPM5lAtq60HU8TGCeBT/TRfB5ZdBdgYmapBMg2mhOgYA0AfX4h/f13yjF2d0T/K9uq9kXkbN8fFxDh06xObNm7n33nv5i7/4C770pS+95Libb76Zm266aT5KEkKcZMfLh5msTGDrNtPVKZRSHCsepzPUQb5eJGY1Z1nrXo07tn+P58Z2AAGXLn0jG/vPZ2262XZeVwamMrE0Cz/wyNdzmJpJXasTfWGmNmmnALB0G8dwiJlxwkaEyeooAN3hPo4VDwPg6GF6I73z+x9DCCF+zpZDOQ7lSpiaxpP7y9z/3Siz+6N0pXTe/p4qAxvz9MQcjhU0HF0n6hiELYOQpeOYOqu6wq0+BSHEGS4Y2w/7d0I2h9q8DW2qDJZNcP4agjUDEHKgVm0uX47GwLabe+sCKpokaFTRelfMW8j9efMSeJPJJJdeeimWZXHVVVdx8803v+xxH/vYx7jhhhvmHufzefr7++ejRCHE61D1ylTc8tyy4pnaLJrSmKlkiZoRvMCHAJ48+hQPHdpM3IqzpmMVFy+5kIQTxzGaMxcEAbrSmr8kwNBMbM1mpjZDxIhgv7AUOm4mKLkFgsCnzU4TNZtLYjJO91xNJaeApTWbubwYkIUQYr69GHYPzVQZ3hrlp3dmaNQUq86p8R//Y4VkCmZrOq4fkLJNYrbBUGeUmWIdMOlJOa0+BSHEGcx74F/h2EEIfIKHnkA7OAm5AsHyQYK3Xw3JCExPgGVDe1dzKXMkBsl2tN7lqBUb55Ywt8q8BN4LL7yQz3/+8wBs3bqVZcuWvexxtm1jy36ZQiwq22a2EAQBo+URFBpRM8Kxwgg9kQ5c38PWLGYKU9y14y6mytO0h9P8u7PfS2e8g4pXxdIsal6NiBGh7jdncRtBA4CKW6Yz1rz9YaY2jaVZc/f19oaXAM09faE5k5utT8/VFTFiJK00AFrInK//HEIIAcAzh/NMVWqMFCv89Kk6e+5uozEVIpPyOOvXs5x1rsuSzhReEGBqGpqCtGPTEW9uL7QY7tM9fPgwGzduZN26dQDcdtttZDKZFlclhHjdyjm8O/4eqhWCgwegWkc7MoO24wiEQviXnwtv/TVQNLcZ6u6HwEe19xIoDRVLNWdz031QzrU07MI8Bd50Os073vEOLr/8cjRN42tf+9p8fKwQ4hTbn98JwGRlgqpbpdgooZRCofACn2KtwLeevY29U/tI2kmuWXE1qztX0hfro+rVMHyDqlfF0R0s3cYPfAICAGzdpt3JkK3NUnKL1L06Na9G3ErgBS5Vr4yjh6l5NWy9+YMyRw/h6OG554QQYr49czjPRKnGM2N5wsrg0Z+E2fpQG46huOzNNS68pkjBbwCKZMSiVHOJ2AbxkImpq0URdH/epk2buP3221/xeenPIsTi4935JThyCBoN1OFx1LYDKCdMMNBF8JZN4Neay5cjEUh0Qa0CdgiVzKBl+gkK0xCKNcNuC5Yw/9/mrfPBBz/4QT74wQ/O18cJIU6RqlfmSPEAk5UJAA7kD2FrJtlaHqW0F7YMCnjs8BM8duQJHN3hor6NvHX1r2MaJjPVWUJGCD8ImHVnsHWbgIAg8PEDn7pXx9Zs0k6ailthSWw5B/J7SVgJlsSWU/XK6MqYC7QJK0XSSpOtT0vYFUK03OFciWLDZffzOofvT5Od1ujqr/Omdxc5f61J2dUolRRtIQvX8+mI2zS8gM6EvSi3Gdq8eTOXXXYZl112GZ/61Kfmbm15kfRnEWLx8G75Sxg+gn/oMMqw0J47jJopEIRD+O99B1gNiMUg24BQGNW9hKAwi+pbAYCKZwjyk+BEmm+4AMIuzGPgFUIsfttmtuAFHseLx8nWsniBx1hpms5wG7ZuEQQBeyb2cceOf6PSqNARzfBbZ72b/mQvYSOMG7jomt5sTKUZhM0IfuBhKJ2SW2IwugxNaXP/xKw4SStN2AgTtxJUvTJdof65pctVr0zSSs/9G5CwK4SYd1UXjkyVeezYFI/vqZJ9opPdz1rEwoo3vavI4AUFonZziw5L0+iO2nSEHZZ2RHCMZvfmxRh2u7u72b9/P+FwmA984APccccdvPOd7/yFY6Q/ixCLQ7BvC8HuHTA1jXZwDO3YDOg6wbplBJecA6tWwd7tzZldTUNlulF9K1CFWYDmfrqA6hpq4Vm8vEU4vAoh5tuBwm6CwMfRHSYrE5QaRfL1IjWv3lzCrBTFaom7997LTGkGFLxj7VtZkRmiI5yh7jUwNZNirUgQNGdzAwIafmOu8/KqxDqy9WmqXpWwEcb3PXrDA2Tr04SNCLpqBuWfD7cvkpArhGiVx/dnGS1XCXy443uKAw93Ywcmq86ucd1v1SFSo+7pJGyL/kSYYtUlHjJZ0RWdC7mLdauhn++98q53vYvHHnvsJYFX+rMIscBND+M98j3Y8SzBroPo+8dQlQZBe5Lg7VdBOgpKNbsvd3Q3G1IV8qhMH8p04IWgSyi2YGZ0/2+Lc4QVQpxyVa/MvtwuvMBjujqFpTebS01UJslW88xW8+hKJwg8Nh98nOdGn8cPfN60/CpWd62kJ9pNrp4nbIRRVAHQlIalW3iBh6Y0UnZyrmnVdG2CqldFVzphI0LYiMzVEjYieIH7C12YQYKuEKJ19o1XyFca7JzNs28/bP1hkoP7NBJtAe/8nSKDa6tETIOGrxMzTSxdwzF1Yk6zid6x6QorOkMtPovXp1AoEIs1u+Q/9NBDrFmzpsUVCSFOlHf/LbDjGQgCguHjaM8fRt83jHIs/PNWwiXnQjIFtRq0taMt34C/fxuqdzlYTrP78iIhgVcI8bJ2zG5jvDyGUoqx0jgpJ0muXqDm1rF0E8ewODB5kK3DW/F9n/5kH7+26s2c13kOx0sjGJo5N4sbemHbIVNr7q/bFe5hqjqJ53vErDgpZRAxYliajaEMOkM9HC8fpepV5pYsL0a+7/O7v/u7HDx4EKUUX//611m+fHmryxJCvA7TJZeHD0xxNF+hUoHH7wqz57Eoccvg/CvzXPDmEqs7wwSYtDs2hYZLR9RG1xSD7WFKNXfRzuj+3x555BE+8YlPEA6HWbp0KZ/85CdbXZIQ4gR4d/4tjA0THDyImq2gPbUHFUDQl8HfdB6EbXAcUBqk0pBsJ6gUUf0roVpChaILpiHViTg9RlwhxElT9crszD5HsVFguDhK2HSYreUxNIOqW8PSDEbzY9y9915mK1kSdpxr1lzFWV1noZSiO9LLaHkM/4VZXEMZuL6Lp7wX7t/VKDYKuH4Dx3DQ0HCM5ixHzExgahaFRo60nfmFpcuLcTb32WefpVar8fDDD3PPPffwt3/7t3zuc59rdVlCiNdg+/EiOyfzTJbq7J6oUDseYduPk9TyJj39df7j/1OnGCvhB9Addag0PN4wlOTgZBXPD+hPh3AMcIzT56vXtddey7XXXtvqMoQQJyjYtwX/nttxn3waPeygbTuEylcJbBv/qgshYTU7L+s6JNqgLQO+h2rvQbX3QLUEyQyqb3Gt5jh9Rl0hxOsyWR0lZiZ4YOSn1P0605VpjhVG6Yq04/l+cxlyAA8eeIQdYzvxAo83DGzkooGNDMYHqPt1giAgX8/hBz41r4aGImQ0g2qzM7OPrdkk7RQ1v0babp9buvxip2VoBt+ftxjDLkBfX3PfuSAIyGazL7s/pWzZIcTC9+zRAoezJY5kqxwa8dj2kzSz+yKEQnDZbxQ5/7IqQ20xnp9WpCyDiGOwti/OSLZOT8pZlA2phBCnF++HX4aZKYJDB+HAKPpsGTyfYP0QwcY10N4OE2PNmV3LgXQHVMuoRBplh5rNqKaHm2+2iGZ3QQKvEALI1qc5VNjP0tgQxUaRbC1HzatT91z8IAACdo/t4eFDm2n4Livahzi772wGE714gT+3Dy4wF2BNzaTu16m4ZcJmBEMzmayMk7LbsDSbtN0OgBe41Lxm4HP0EFWvsmgD7v+tvb0dTdNYs2YNtVqNzZs3v+QY2bJDiIVt33iFR4enOTZbZ+sjNoc3t6O5Oss31PjN99XRow0U4AUBPZEQ3VGHVV3NMWyx7akrhDgNlXN4n7mBYHYW6j7ak7vRZvIE3Z0Eb1wP69dAow7xJLgN6F8K1Qra0nUE1TLawNpmuC3nIN3X6rN5TSTwCnEG25XdxnR1ipgVZ8/sXmpejZHSOJ7fXI5s6xaVapF79t1HtpKjLdTGm1ZexfqOteTqWQzNBL9Bxa3gBT5KKbL1WbojXZQaZWJmjLjV/Alg2s5QqOeJmjG8wKUz1MN0bYKuUHN7ihf3zz1dwi7AXXfdRSgUYvfu3TzzzDPccMMN/Ou//usvHCNbdgixMD2yb5bD+RIABw/B1h90MnxIJ9kWcOHbspy/0SNqmWgYJG2LqGMQdQz62hZ3IyohxOkhGN6Fv/cZ2PEMwegY2vAs6tA4BAH+2kF425ugUoRQGEyr2YE5FEZleptLmDuWMLer9iKb0f2/SeAV4gz0+MSDKBTjlQmOFY7TH+ul5tWZrWWpuXVsw0L5AduOPcNIbgSlNK4eupKN/ecTtaLUvTq2bmNoJn7goykNL/BxdPuFQOvR7rQzVZ0iaadwfZeklSYTKpC2OwCoehXSdgeT1VEyTvdc0M3Wp1+y7dBilkqlAEgmk2Sz2Zc8L1t2CLGwVF24d/cEZddl50iVg5vj7NzchgLWX1Lk4reUUYaPqTVnbyOmQcwyyMRsClWXiC1frYQQrRUM78K/+9tQrcDug2iP7kHVGgRLBwjOHyJQHioSBrcO0Viz63I01dxaKJokqJZRL87qLuKg+yIZlYU4g1S9MgfyeyjUCwDk63kK9TL5eh4v8Km4FXSlsXd8D1uOPU2pXubsrrPYtPxSBhLN+3QtzcJQOqPlHAkrMbfVkKZ0LM2iNzzAbHUaT9MwNYO03fELs7bTtQl6w0uoehWy9emXzOieTmH3mmuu4Z//+Z/ZtGkTtVqNz372s60uSQjxS2w/XmTHRI4HDuaoDEd4+oftaGWLngGPN7+nSC1WJhzScUyD3mhz7IrZBksyYSK2IUuYhRAt5T/1Y4L9Owie34q3/xhmroqaKBD4QbP78pWXwOQYanoaMs09dVW6G5Xpbb6BE0F1DRGM7W8+Pg3CLkjgFeKMsSu7jZpXY7wyzmhplLrnMl3JUn5hObKh6UwVpvjBjh+Sq+RIhVJcteJKrlpyOcVG8YUZXR1TM1Cqub1Q1au+sPTZxtIC2kMdjFeaWxLFrDgxKw7wQrANETFic1sMNYPt6RNuX46u69xyyy2tLkMI8Sv8ZMck+7JFNBQ7jjR46gcp6seSGIbPle8sc8mVLi4+JdekL9pcstybDGEZGlFHJ2Ib0phKCNFSwfAugicfIBgdIXhqF+b+UVQoTHDB2QTL0pCKg+eBYUBbG4SjYJioTO/P7tUFKOeaDapOIzI8C3EG2DG7lZHScZRSTFWmKNTLuL5LzatjaiaVeoWHDz7CwanD+Crg4iUXccngxczWcnOBFkChqPvN5cwNv0HKTuIGHroy8HAJAh9UsyOzoztzn+/oobl/v/jrF+/ZFUKIVqm6zX/vyxYZz7uMbIvy+I/bqFU0Npxf47LrCvR36WiaRkK30DWXiGHQEXdY0Rmi6iJBVwjRUsG+Lfhb7iPY+Tz+vqMYB0YhW4JICP/aS+CKy+HQPrAs6OqDSAx8D33NG5pvEIo179U9TWZzX44M00KcxvbndwJwtHiEI/ljmLpJsV4mVyti6SamZnBw6gA/GfsRnu+xvnMt5w+cRzrchkIRNh3cwKPsVoiYEfyg2X254laIWTFCRviF7Yh8ElaShJUi43RzoLAbXenoynjFUCthVwjRSlsO5bj/8BS9cZund/jsu6ed4phDPO6y6roZ3rxJI1/ziJg2/YkwddenA5vzlsQ5Mv1CZ3n5FiWEaBHvB/8AzzxBUCxCsYQ6MIZxaBylNII1SwjOWQHLlqE6BwhmpyGeRFu2nqCYg3q12XF5evi0DrovkqFaiNPQkeJ+ql6Fico4MTPOvuwhhvPjZMIpfAIs3aRcLfLAgQfJVrL0xnr49VW/xjXL3sTO2Z3oSsP1PbzAJ2yEKDdKhIwQpUaZkB4iYkaplUboifQwWZkg5aSbs7s0Z24jRgQv8E6r+3GFEKeHfeMV9k0V2DFZZLYQsOt+h6fuSxEEcMnVVc6+usB0vU4mlCBhmWTCNj0ph3TEmJsRHkxLozkhRAtND8Ou52jsPohWq2McnIBiFRIR/MvPgfYEQbWK0nVULEUQjqA6+1GxNEF+prnPLhA0qj/rxHwak8ArxGlkrHKMmldjqjqJF7j4gc9kZQKAmudiaDqVeoUnjj7JkZkj6Ern4iUX8ablV2HpFiW3RBAE6JpBxIpQqBeoe3Ucw0FXBm1OG47u4Ac+naHO5nO6g6EMXhwxm1sLVSTsCiEWnC0Hc0xX6uyYLDK8x+LJHyRo5E3aumpc81tF1q/SGSv5WJ4iahpgQjJskY4YTJdc0hH52iSEaC3/mbsJHruHYP9BtD3DGLkKyjIJLlhNsGYQwiEIApRpQt9SiKXQ1l1EUJglaFTRelfM7ad7ut2r+0pk5BbiNDBZHWVPdic1r0bYCHO0eAxNaVTdKpZuUXPreJ7Hgcn9PH7kSepeg6H2ZVy69I2kQknSoTZqXm3ufl3Xb1AOfHwCOkKdeIFH1IxScSv4gY/ru0TMKJZusyKxhkIjR8bpBphrSiX36AohFopdIyUOzBTZNl5gbDLgyR/GqB9JYJgBv/FbdZJnzWKZCke36Io49EYV3ckQyzLO3KyuhF0hRKv5j3+fYM+z8PxetEd3oxXK0NuOf+UFkIg2m1JpGkSiEPioeFuz67K7C613ZfNNzoAlzP83Gb2FWOTuGf4BXuCTr+fJ1vLYhkW2midqhYmaEapejWI1z5OHN+N5daJOnLcuv4xVmRUANHwXhYahDNJ2O8eLxzE0k6gZndtyqOJWaPgN4laCzlAP45URGn4dQxlM1yZI2x1zAffFf4QQYiHYM1bmaLbMvpkyjz1gsuf+JH5dZ8N5Nd50fYkVvRbHChq2rtEVc2h4PpWGx7KMw5HpmixfFkK0nPfP/wtqFYItT6H2jKBNFwmURnD+CtiwAtrbQWnNPXUNExwHdBOVaAdA9a1p8Rm0lgReIRaxqlfGC3yytVmytTzFRoUYEepeg4bXoKEa3LPnXraP78D1fTYtu4RLBi/GwyMIApRS+L6H6zcwNJNio4Ch6WhKJ2KGcf0GALrSSdltJK00hUaOhJWi5BboDS9hsjqKo4epemWZ1RVCLBgP7Jlhx1SebNXlyBHF099Pkj1uE0/6XPCeWa68VOHoOpmwQ7nh0RsNEQ+ZeH5Ar60Dcq+uEKK1vNs+S/DcVpiaRk3k0XYdQ6ERnLWK4KwBgmoZFY9Dd18z8MYSqEQ7KpkhqFVQKza2+hQWBAm8QixCY5VjbJ95jiAI2DmzB8/3ydeLL4RUF1Mz2D2+h63D26i6NVa0D7Gqaw1rMyswNZOG6+LoFgDloIKhmUTMMGmnnapXJQj8Zgdmr07UjDXvY3sh7GacbrL1adJ2BwCm1nwfCbpCiIXgmcN5Kg2Pew5OsWu4xOy2DONbkwSBYt0lJTZeU8R2ArrCSTpiNm0Ri7aoRbXhkQgbsnRZCLEgeN/4JMHunXj7jmEenUTlKgQhC//y82DjOTA1jnLrzeXLyXZULAVKgesSeC74XqtPYcGQUV2IRWSscoxcPcvu2d34QbOLcsWtoaHh+T4hw2YsP85DBx4mX83TF+/lN9e/ne5EN2OlSaJmlGKjSEh30JRGw6tj6iaWbqIpnZpXI1ubpSvcja3bhIwwveEljFWOARAzE1S9MkkrTbY+LSFXCLGg7BopMVKsUHE9Du0yefbf+lEVh+5+j0vfmSPZ3SBsabg+RC0D29Bpi1rsHy+yvjfa6vKFEGe66WG8+26F6Qm8x55Cn5jF3DeKsm2C9csI1i+BjgyEwtDRBW3tsHwNKp4Gy0HL9EModkbep/vLzEvgPXz4MBs3bmTdunUA3HbbbWQymfn4aCFOG7uy29g5u5MgCBgtTVBqVLB1E9f3iFk2pTo8fugx9k7uRynF5csu5a0rr8XUTaaqUwDoSiNlJynUiwRBgK3bmLpF3EywIrEGRw8zUhrG0Az6IkvwggNMVkfpCvUDv9iI6sUuzNKNWQjRaiPZOpOFGo8cnWZmFh7/foz9zyXQlMeFbyvwxitrGAbUPY2kYxC3TDoTDp0JG8dAwq4QovXKObw7vwwjxwmOjaE/sx+t7hNEHPy3XAadKahUmkuXuweae+lOT6Dae9EG1v4s5JZzrT2PBWjeZng3bdrE7bff/kuPqdVq1Gq1ucf5fP5UlyXEgpatT7NjdhuOHmK8PMbemUMopSg1yvhBQCjcRsKKcmjqIA8d2oyuNFZnVnLF0OV0RjtxDBtd0/EDH8ewafgNLM3CMRzCRghdGdS8GnHrZz8J7Ah3ETcTL9yrm5xbwuzoIZnRFUIsKNMllycOz3AgW6LWCNj2qMOBB1OUy7B8XZXBK6YZ7FGEHZOkZRI2DGKWQSJsyv25QogFw9/yI/yv/x3ubBEzW0Y/MkngeQTnrsJf1oHq7QDbgXgSegfROpoTEUGmD231xb/4ZjK7+xLzFng3b97MZZddxmWXXcanPvUplHrpNsc333wzN91003yVJMSCdqS4n4P5AxQaBQAK9QLZWgFbt6i4dSzNYKY0zf37H6RUKxI2w7xz/dtZ0b6CQr1AEARoSqPuNTA044V7e5tLlzucNkqNEiHDodAoYGgGhUbzJ4JpOzO3bHm61tzDV8KuEGIhevroLPtnSzy/x2fbj1KURm0y7QFv/e0SseVFxvI+YcukJxzC1BUR08DSNUxda3XpQghBMLYf/0ffpHHfgzCRwxqZRvmKoKeT4KwBWD6Imp2FTBcYzdimrToPnAgqnkFJuD0h8xJ4u7u72b9/P+FwmA984APccccdvPOd73zJcR/72Me44YYb5h7n83n6+/vno0QhFpQds1s5WjzCdHWGsdIUMStCtlag1Khj6xYNt8aO8W1MFSYJCLh82WUMdQyxND5A3a/jBz62buMYIazAo9AoYGomaSfd7M6MwtZtDGXQE+khYsTm7ssFXui6XKE3vGTusRBCLBTPDxe5c/cYE1mXZ+4NM70tg6EU515e5e2/2cB0AgoNg4Rj0BV26Iw62IZGR8ImYhs40sFECNFiwb4t+FvuI9i+HfXMQcxyFUwDf9P5cPZKmJ0BJwSpF14QiqAyvc2wazoyk/sqzMuQb9s2tt1cOvSud72Lxx577GUD788fJ8SZarI6ykxtmpnqLGOlKUqNCpZuUmlU8XyP/RP7eG5kGwDru9byxiUX0R3rplgvzu2pa+s2Na9Gw6ujVDPcJu04ISNMzauiKwNTt+gJ9zJSPk7JLeDoIaB5n+6L9+wKIcRCMV1yuX//JLPVOrNll63PKA7e101xRmdwqc+lv5mnd4lHMhamzbFw/YCy63JOfxJAgq4QYkHwNn8XHrsPf88+VLaMtu0gWt2F3nb8c4dQZ62DdAfoOvQOglKovhWoaAIMC9U11OpTWHTmZegvFArEYjEAHnroIdasObM3Pxbi5Tw7/STT1Sk0pTNZmeRA9hj5egldabSHkmTLszx9+DGqjQpRO8plyy7hkoGLKDZKWJqFF/g4hoOlWYyWR3GUQ8gIY2omZbdMeyiN67ssjQ2Rb+RwdAeAiBGhN7xkbhkzSBMqIcTCMl1y+fHuMY5kq0xOw7M/iXNse5hICM75tRxvvtbFMBS6UiRsE0PXCNmKsK/LNkNCiAXBf/z7BHu34d3/II2RWZzpLFrZJbBMgvNWEPRnIBSCWALaMtDehWrvAUAlM6i2HpnVfY3m5SrwyCOP8IlPfIJwOMzSpUv55Cc/OR8fK8SicKCwm73Z3ZQaZSbKU4QMm3y9RKlReaGTssEjBzezY2wXABcPXsjqrjVEzGaYDYIAUzNQSlH36gRBQJvdRiaUQSlF0k6hKY2x8hhd4W68wMVQBrrS0ZXR3GcXWbYshFh4RrJ1frhnlOO5OoenqwxvizD5RAZcg8E1Za58VxHPqWOaNramsSIVo68tRMMLpCmVEGLBCIZ3ETz0Y4JslmD/CM7RSZRpEKxbjr+yB1QAjoNKpaCrDxVvay5dbu9pLl9O97X6FBa1eQm81157Lddee+18fJQQi8qO2a1U3DL5eoFio8RUJcvyZD9+UMDWTQ5PH2Tf+F50pTGY6ueiJW+gI9KO67u4vosfBPgEuIGHpZlAc+uhkNFcntzuZKi4ZVzfpc1pm/vczlAPhUYOU7Oo+7WXrU0IIVpp33iFH+4d47GDWSg67Lq7k/JomHQafu3dBayBPP1Jm0rDpCNkkwk5bBhIUKq59CRlVlcI0Xre5u8S3HUnAO7z+7COz6JN5yAawn/jetSG1ajpaVAK+gehrR1t7UXNZcvlHFQKEnZPArkiCDHPql6ZHbPbyNWzzT11y2McyB4jCALKjSoNv0G+mufBfQ8wWZwkFUry1tW/TmeiE9f3sHSDmldHVxqObhPSHVJ2kobfIBNqJ2JEqft1DK05ixs1Y4SMMDPV6bkmVMBL9tMVQoiF4unDeXZM5dg3XuPQ5gTTz2UIfFi+scT1v1UnElGMFjQSlknY0OmLN8czxwDHkK82QogF4qG7cPcfwax4WNsOoUwLf/UAwVA3JOKgGxAOQ3tHc8uhtszPXhtOyBLmk0SuCkLMkwOF3RwtHCFXzzJRnkZTitlqHp9m0I2YIWzdYPPBx3hqeCsBPmf3ns0bBy+kJ9bNZHmKuu9iaDoAuqajKY2YFcXSLDpDHQD4+CTtFGk7M7edUNUrz9VR9cqyfFkIsSAdnKzyyJFJnh8rs3sHHHuwi/ykQXu3y9lvnSXT3yAaCdMVcXAMnZ5oCMvQiIdMlmWcVpd/xvrWt77FH/7hHzI5OdnqUoRYELzvfxH27MB74jms/SOoQCNIxfCvOI8gZKJsG+LxZsBty6AGlkNbFyqalKZUp4AEXiHmydHCEbK1Waars9S8Og2/Qc2rN5cl+z6Hpw/zzPAz6Cj6k71ctvxSHDNEOpTE0iyU0tCVhqEZaEqhUBiaQdmtEDVjTFenyIQ6MZSBof3sr3a2Po2jh7C05v1sEnaFEAvNkekaDx6aoNzweHBXkd33JcjuSeHYsP7qHOddWaHu+XTFTXqjYTpjNn1aGE0p+tMh6b7cQr7vc/vtt7/iNpK1Wo1a7We3zuTz+fkqTYh55/3b38O2p/AOHkXbexxjsvnnPbjiQvxMCNXZiTIMsB3o7IG2TlQshYq3oTqWyIzuKSKXCCFOsR2zWxkrj7JjZg/5WpG651Lz6sSsZvB0vTpPHH6MXCWLYzi8bc2vM5ReRtmrUmpUKDcqtNltGJqOoenoSiPlJIgYEWJWHF01Z3rXpNaTq8+SsFNMVceJGM1mVC8uWZagK4RYiJ48mONooczzY2WObQ+x5Qe9uFWDvqEaF7w9i510iTkmlqETsXR6kyHaoqZsM7RA3HLLLVx//fV85jOfednnb775Zm666aZ5rkqI+efd9lmCxzcT7BtG33kMpRR0t+OfNYhaO4TK5Zozur4H8SQq3QXx9Nx2QxJ2Tx25VAhxCm2b2UK+niNbzzFVzhLg4wcBwQv/PHPsGQ5NH6Thu5zfey7n9p3DsuQSKm75hQ7NFrZuUfUq6Eqj6tbIhNrxfBc3cLE1m0QkiaEMcvVZQkZz+XJfZMlLljILIcRC8vDeWQ7mizx+pEAqCPPTf01SOR7Ftj0u+M0sqy+oYhsaA8kItq4RM03SIYuILVsNLRSe53Hrrbdy5513vmLg/djHPsYNN9ww9zifz7/ibLAQi045h/e1TxLs24d7fBr94Ch6vgqmQfCGdbByACoVGByCchE6elFdg1Cvojr6UfEX7tmVsHtKyRVDiFPgmenHmaxMUqgXyNZyjJWmKDUqWLpBxAwxWZjgoX33U66X6E30sHHwQla3DzFZnsExHIqN4gvLl3Us3cLWbdqcNkzNwNIs3MAjCAJ6IwPk6rOEjQheYKOr5l/pqlfB0cMyqyuEWHAeP5DlUL7Ew4dylKoex5+OM/1MO8VywNqNVVZdmSUc82kLGwwmQnSGHRxTJ2IbrOgMtbp88XO++c1v8p73vAdN017xGNu2sW3ZIkqcnrzv/B3eM9vgyATmoXFUAMGSLoINS1FdHRAOoxwHAh/aMmhL1qBiaYJGVcLuPJLAK8RJ9NTUo+RqWWZrWUZK41TcGg2vwWy1QMKOUmmU2XzgEY7OHiNmR9m0/HIuGXwD09VZNBSmZhAEAZbeDLVhI0SbnSJmxZiuTmMog4gZwQs8QkYYRw+BxVxzKiGEWOgOZIvsGC8zcljjwL2dlCdturt9zr9+mjXrfcqNgLCpk4lY9ERC6FrzPt2ILV9ZFpqdO3eydetWvvnNb7Jv3z4+/OEP87nPfa7VZQlxapVzeP/6OYKntuBnS+g7j6JyJQg5+OcNoYb6UQCOA72DEE82txoKxQgaVUj3NZ8X80auHkKcBJPVUbzAZbo6TbFR5HhxjEK9hB8E1Lw6ge+zY2Q7O8d2ArC2aw1XLL8MXdOBAF1puIGHphQlt0TECKMpDUMZ1LwaYT9M2AgTMaMkrSQlt0TUjFFo5IiZCQqNHCD36QohFq6f7Jjk2fE8e0aqHHu8jQNPRHFMxerLCrzrepfhoktn1EEBaccm5Vgs64zI8uUF7C//8i/nfn3BBRdI2BWnv3IO9xO/izeZRR2bxJwsElSrBMt64cI1YOrQ1QWWA6k02sXXQrXUfK0E3ZaRq4gQr0PVK/PU5GM0fJep6hQT5SnKjSrZWgFNKTzfJ1ue4ckjT1JtVMlE2rl8+aX0JHqwdZOqW8MnoOF7WJqFHxTpDHWgKx3Hq1DzasStOEvjywEouSWCwMfSLABMzZKly0KIBWskW+fRI9PsnChxbLbKsV0Wxx/pwy0aZPprXHl9AT1ZozeRIhrSGYiFSUdtdE3hmJqE3UXkqaeeanUJQpxy3v+5GffIOOb+EVSuTNCexN+4Aga6ULqOCoWgqw+CABJtKNMB2Wao5eRKIsRrdKS4n/25vczUZjE1g9HSBOVGFaUUfuBTqdd4dngrE4VxDM3gkqVv5JzeDShAoVBKw9RNNBS2bqEpjbDpkLCSWLrF0cIR2uw2+qIDTFensHWbiluhK9wDvBh25X42IcTCNJKt8/xIjqeOFxgZ99lxd5rpfVFCYbjkN/Ik1+bpTVk0vOZXkY6QQ0e8uZduImxI2BVCLBje5z9EcPgI3pO7sSZygCIY6oHLzkUpIJWCcAS6+tDWXURQLaOcMKT7Wl26QAKvEK/JgcJunprYwlhpkqpXR1ca+VqJiBUiCHyOTB9i+8h2/MBndcdK1vVsoDvajqmb6Eqj3KgSVg7uC+8XMmy6wp2MlcHQDCpuhYHYIAkryXR1iqSdQlc67U4nDb8O/Gy7ISGEWEimSy6PHpxm61iBkVydPU84HHkkjebrLDurykVvz5NpB883GYiHSNgmfckwlqHRmbBlqyEhxIIRDO/Cv+tbBFufRz29H7NYhUQE/8LVEDZRlgnRaHNP3VAY1b8CDAul11Ex+Z62UMhlRYhX4UBhN6Ol42yf3snx4gTlRg0/CEiH4hiazmxxmscOP85sJUvMiXH5sksZTPVT95vRVlcaQRAQNh2iZoSQEaLNbqPYKKKUImUniVsJdKUDzXtyeyMDJK00Va88t9WQLGEWQixEVRcePjDF3ukSz+1ucPC+TmaGLaIJn/PfMkPfmiphS6Mj4uAHAb3REC/e1CZhVwixYEwP4335kwTHR/Cf3o8xkQXDIFi3hGCoG9WWglgMMl2wbDUA2uAaVCgms7oLkFxahDhBO2a3cqRwGF0zGC/PUKxXqXselq5Ta9TYcuwpRrPHMXWTNwxeyNqutTiGhXoh5DqGjVIaSoGGImSE8QMPAEe3MTUT23aouGXanU6SVprJ6ujc578YciXsCiEWmqoLP9oxynPjRUZmGux+OMbRLRnChs6aNxQ575oCTgg0pbG+I0qbbeOYGmf1JyTkCiEWjnIO7zM3UH9+L8F0AWcyh1auQTpBcMV5BI6Bsm3o6YPeQdTAKlQ0CYbZ3GZIthhakOQyI8SvsG1mC9unt+MYDvuzR9CVxuHsFDHLImyYDM8eZc/4blzfZXl6KVcObUJpOpZu4vketq7T8F2U0oiaESzNwtRMlsSWMFubIWJEiVsJElaKXH2WzlAP2fo0k9U6MTMhAXceXHjhhS/7+0EQ0NfXxx133PGa3/uBBx7gk5/8JK7rcsMNN3Dddde95vcSYqH6/EMH2DNRZvaIw757u6nnTBKZOr/23hzJnjqmrpGJGCRtiyXJCMmwhakrCbstdirHPiEWG//RO/B/cgeNHQdQe0ewskUI2QQblsP6pWDbKM9rht3uPlQ8jXLCqLYeCboLnFxqhHgF9x7/EWW3wuH8MUaKE0TMEJPlHBHTxg8CVNDgkQObyVXytIVTXDl0OSvbh7B0i2wtT91r4Ac+IWySdozOUAcRM0zNq2HrNoPR5Th6iKpXwdCMuWXL07UJ0naHBN15lEqluOuuu172uV/7tV97ze9brVb5zGc+w49//GMsy3rN7yPEQrVnrMy+qQKHxlx2/CTN1K44hhmw4c15+s/P0540AeiNW8RMk/5EmFXdMQm6C8SpGvuEWEyCfVvwf/gvlH74MGomTzhXQtUb0JXCv+QsiIZQsRgsXQHlIgwMofUuR7V1y/LlReKELjk33njjKz7X1tbGRz/60ZNWkBALwTPTj3O0cIyG7zFWmmKmUsbzfVzfp+7VOTS5k4n8cZTS2Nh/PhcNbsTWLXwCvMDD0Jr34Na9BrZhYygDSzeJWwkK9TxL48sZr4xg6zYAVa9Ktj5NV6i/lad9xnqlL3y/6rlf5dFHHyUUCvH2t7+dcDjMF7/4Rbq6un7hmFqtRq1Wm3ucz+df8+cJMV+2Hy/y5MgMI7k6jz2kc+yRbiolje6hGme/ZZauLjA0k76ETVc4RNjUGUiH6UnKD34WklM19gmxmPj/+iW8fYcwD41hFsuosI2/fhCGelDJGNg2pDNgGJDpQhs6G9y6hN1F5IQC7z333MNf//VfEwTBS5776Ec/KoFXnDbuPf4jsvUcs9Usu6YPYWg6E6UiVdclbtlkS+M8PraLQq1Ib6KXNyy5iP5EDzErQt1vEAQ+0Oy0bOsWlmbQHe6m2CjSGepCUxrdkV5c3yVhpah6ZTpDPTKbu0D8j//xP37hsWmaDA0N8Zu/+ZsYxqufkhofH+fQoUNs3ryZe++9l7/4i7/gS1/60i8cc/PNN3PTTTe9rrqFmC/bjxd55OgUW4+XGB8JGH64k5kjIeLxgIveNcvA+gqWoRhKh+gMO3TGHMKWQU/KkVndBexkj31CLAb+9ofw/+GvqD99AGcmj16tEXSl8M9ZBlEH1dYGK9dA4KOWr0ctWQOFWVnCvAid0Ch2yy23sGbNmpd97mtf+9pJLUiIVql6ZSYrk4yUJgDIVqtELQsvCKi7FR4/vJ2J/ATJUIKNgxdyXu8GAqDm1QkHDkEQEBBg6zY1t0bIdF64X9cgE2onasbI13PErQTuC12bHT1MoZGb+7VoraNHj9Ld3c3GjRt5+umnOXDgAOVymVtvvZXbbrvtVb9fMpnk0ksvxbIsrrrqKm6++eaXHPOxj32MG264Ye5xPp+nv19m+sXCs+VQjs3DM+wYKfP8QyFGnmzD1gxWnF/m0reXwPJwDIOYrREzTeKWSVvEklndReBkj31CLGTevf9McPcPKD+xG/PwOLbrQiJKcM5Sgu42VHcnynGgbwC1+lzwXFT/SlTXEHT96vcXC88JBd4Xw+5DDz30C79vmibLli07+VUJMY+y9WmemHiUY4VhDuWOM1ku0hVJUKzXsXSNsdkDHJzej6WZLM8s55qVV5Grl3ADnyAIiDkRAEzdJKQ7tDtpDGWQdtqoelUcI0RIDxE2Iti6ja6Ml9yjW/XKrTp98XNGRkb46le/CsA73vEOrr32Wr7xjW9w2WWXvab3u/DCC/n85z8PwNatW192vLRtG9u2X3PNQpxq248X2TGR487nJxk9pDPySBe1GYdExmXTu2ZI9dfoTTdv3RiIRXB0jYjTnNVNR2R2cDE42WOfEAuV98jt+LfdgrfjKM6e42hKwWCmea+uW0dZFiqdhmgMlqxAxVIQijbDrli0XtWV6LOf/SzZbJbzzjuPZ555hlgsRqlU4k1vehMf//jHf+Xrv/Wtb/GHf/iHTE5OvuaChTiZvnPoW0yWpyjUyxzOjeMHAZ7vY2g6nlvgyUNbyFfyxJw4165+EzEnQdSKUGxUsDSDuu/i+i7dkU5MzcDSLCJmFD8I6I70UmwUaHcyFBsFYmZz+cvLzeTK7O7C4HkeX/3qVzn//PN55pln8DwP3/dRSr2m90un07zjHe/g8ssvR9M0WREjFpXN+2bZnyuy+VCeSjlg5z1JpnemsEzFistyrLusSHvCIB02WZuKo5QiE29uNySzuovLyR77hFhovH/9fwkeeQBvMkfw2B5M3ycIW3ir+9CHelArhqBcgnAEVq0HTUdbeb4E3dPEq/7R6wMPPAA0W9Zfd9113HvvvbzhDW/4lYHX931uv/12WaonFoTJ6ijPTD3FWGmC6UqOfL1ErlYjZlkQuDx26DH2Tu4jZDic1buBlR0rWZLsZ7qSxQuaXwIMrfnXJ+UkSFoJghcaVikUKTtFrp7F1mwszaYzFAOawbbqlSXgLlC33norX/nKV/jyl7/M0NAQt956K0opfvKTn7zm9/zgBz/IBz/4wZNYpRDz466DU2QrHvue1Tn+SCflgkaqr8YF78gTaqtj2zrL2xx0pehOhfD8gGUZp9Vli9fgVIx9QiwU3m2fJdj8IPWHd2HP5gnqLizrwu1tB1NHdXQ0G1PZNnR0ozJ9qHibhN3TyKsKvMePH+fAgQMsX76cAwcOMDY2hlKKUCj0K197yy23cP311/OZz3zmFY+RbqXiVNuTe56nJp6i6tWYqeTYPztKxXUxNQ3X88gWx3hu5DkIAjpj3bxp5RV4NJu1+YGHpmkYmo6lmbQ5zRnbwdgAutJRKLrCPRiaQdWrYiiDzlAP45UROkM/209Xwu7ClUgk+IM/+AMmJiYIgoB8Pk8ymSQclv9n4sxx185Jto7leejZHPln+pjaHyYahXW/Nk33hiLtMQvHMFnR7rAiGUPXFINpWZa/mMnYJ05H3ve/iPud71DfO4o9NoNdq6OSERr9GfTBDrS6i5ZOwJr1qDUXQLWE6lshQfc09KoC71e+8hX+6I/+iImJCbq6uviHf/gHXNflU5/61C99ned53Hrrrdx5552/NPBKt1Jxqhwo7Oa5qWcZKY0zXBgHoNyoM1Eq4RgGeGX2jG6jUi/imCGuGLqckB3FMixKjQoA/gtdytvsJAAR88UAGyJqRjE0k7DRvJ/3Z12YKwxGZeBcLD796U9zxx13cOjQIfr7+4lGo9x///2tLkuIeXHXzkm2jed5/ECW8ecTHH1sORYm3WtKXP4bRWpGg6hls6ojRLtjM9QeZbA9LN2XTwMy9onTTeM//zqV/eMYo9OEC2WUruEv7SQ4fyUqV0R1ZtBsu9mYatW5aN3LZJuh09irukydc845/OAHP3jJ719yySW/9HXf/OY3ec973oOmab/0OOlWKk6F/fmdbJvexvHiGGPFKaYrZRy9uU+u77scnT7AWO4oCsW5vWezomMVvfEOjubHADA1c66rcsKKEDWjNHyXmBnD0AwMzcDRm6scMk43Va+MqVk4eoiqV2nNSYvX5Dvf+Q5PPPEEV1xxBffffz+//du/3eqShJgXP9g+zhPDeY4eUTx1azfedAQn7nL5u6axeotk0g5V1yBqa3RHHEK68cJMb6srFyeDjH3idOLd+89Uth7Cmcii1RqQCOOdsxSSUVTIQbctVCrVvF+3swfV0S9h9zT3qi5V9957L5/61KcYHR0FIB6P88QTT/zK1+3cuZOtW7fyzW9+k3379vHhD3+Yz33ucy85TrqVipPt8YkH2TK+lYnyNOOlAg3PI1+r0RuLMVuaYPfI03h+g85YB+u6z2J5egk1rw6ArjQMzcD1PVJOnM5IBlMzAbB0k4SdRFMaPeHmIOkFLtn6NEkrLcuXF6lI5IWO26bJnj172LFjR4srEuLUuvXZER49kmdspsauB2PkdrbjNnxWXFykZ+M0fT0hUuEQfXGHgWgYTVNcuCzBSLYuHZhPIzL2idOB949/hvfQZvznjxIem0HpCm9JB8GKHvSeDCqRgL4B0HVYsgoCH33NGyTsngFe1dXqox/9KD/5yU9417vexe23387//J//84Re95d/+Zdzv77gggteNuwKcbI9M/04e7L7GClOMFMpU3VdFFB3KzxzdBeTxQlA4/yB81mRGWp2aA48LM3E9T0AlFKknDiGpmNqJnWvTmeog5gVw9ZsvMCbm82VcLv4ffzjH6darXLTTTdx44038sd//MetLkmIU+KBPTM8cGSaLYdmyQ+HGH2kl1rOIt3rMrBpjO4lAemww4p2h+WJKO0xm/aYNRdypQvz6UXGPrHYef/4ZzS+82O0nUcxqg2IObjrBgliIYxYCJXJQDQKmS7wPLSOflTvSggnWl26mAevKvDGYjHS6TS+79PW1saWLVte9Qc+9dRTr/o1Qrwau7LbGCkdZ+vkdkaLUxTqdbLVKpammCkOs2d8N6amsTS9lGWZlSScKJbevFc3ZNjU3AaOYdMWSpB2EniBj61bRIwwnaEO+qIDuL47d79u0kq3+IzFyfKmN72Jer3OihUr+MpXviJbcojT0u3bRnnsaJ4DwxX23pOhdLAN24EVV85ywRU1RnINbMOmL2nRFXGI2MYvhF1x+pGxTyxW3u2fp/GdO/CfOYgxmcOIOfjr+vF60+iJCEQiqO5uWHM2qr0H1bMMFc9I0D3DvKqr11ve8haq1Srvf//7Wbt2LVdeeeWpqkuIV+2pyc3sze1jsjxD3WuwffIYmlLomobyS+wY3UGhmidiRbl65RX0Jno4mhtHUxp+0Nx7N2KGiZqKznAGS5shbsdxdJs2u42wGSFqxrC05rL7jNPNZHW0xWctTqYPfehDbN68me7uboIgQCnF9773vVaXJcRJ8/Ef7WXrkSxjuyLMbBmgUdHpWF7lrGtnCSU8wrbFYDrE+q4IK1Mxzl8Sb3XJYh7I2CcWG++OL9C47TvUdo8QmpjF9D38VBTvohWozjaMtjbo6QVNh8Eh9LM3ydLlM9irCrx/8id/AsAHPvABPvCBD5ySgoR4LY4U97M/t5+j+VEK9RKaUlRdFw2Pkdn9DGePYWoG67rXs6x9iI5IG0EQoGsautLxAo8gCIhZESzNIm7FydfzdIU7KTZKKKWImjEM1fwrEzGa++pmnO5WnrY4yZ599tnXtHJFiIXuX54e5sGDOUZGPPbd3UNlJIYd9ln51kl61pVZ2h4iHbEZiIcwlMaytghreiKtLlvMExn7xGLife6PCPYfIHjmIOGpLJpj4S3vxs0ksdoTqGQS0u2Q7gBdR1u2XsLuGe5VBd5vf/vbfOELX6Ber8/93pNPPnnSixLiRFW9MncP/4iKW+G5yb2MlwrUPI+eaIxsaZQj03txvQZd8S4uGryIuBOj2Kjg42NoFiHDwtB0Uk4KTSlCuoNjOKTsFKZmYGom7U47CStBxIjg6GG5X/c0dvXVV/ODH/yAs846a25J38DAQIurEuL1ue3ZER48kOOp+0ymt/ZSr0L3uiIrr5rFCvvEQyZdMZPuqEN3JIRSsLRDwu6ZRMY+sRh4P/4q9a9/A/fAOOFCCatYwU/HcTcsQUtFsSwDNTAAZ52P6l6CautC9a1pddliAXhVgffTn/409913H4mErHsXrXfv8R9h6zbHCsfRlUapUaPmeRSqeR6d2Mbx3CgxO8KFAxvpSvQQNh0avksQBIQMG001t8mKWWE0pTA0g7gVJ+20v9CMyqQ30k++niNkhOkK9VP1yhJ2T2Ojo6P89Kc/paenB2g2LbvllltaXJUQr82dz41x38Esz++ocvj+LioTDm0dsOLaUQZWuyTDJhFLZ01HiKFkjM6EQ2fClq2GzkAy9omFzvvbP6F276Oo3cOEc0VULIK7oheWd6H3daNCIUilYMU6tIHVqBUbW12yWEBe1WVtw4YNuK57qmoR4oT99XOfBaArkmH/7DBd0TSleo3x7CEOTe3DMSxWZIY4q+cswlZzj1xNaYQMG9f3sHWL9lAbIcMhYoawdRtTM0k77cSsOHEzQb6RI2130BteMve5EnZPb7t37+bBBx9sdRlCvGZVF77yxCFmyx7PHMyz5+E4+Z1LUCj6LshyyVtruBosSUVYngphahqrO+Ks6Ay1unTRQjL2iYXM++p/p3bbXdijM1CoEKSiBG/eCPk8WlsC1db2s+XL6y5uNqUS4ue8qsD7xje+keXLl7NmTXN5gFKKRx999JQUJsTLeWrqUZ4ce4otowdocxwy4TYavs9saYZnjz5Gvpon7sS5ds2b0XQTz/fRlY5SCks3MTQdW7dIO0na7BQKRWe4A0d3KLsVYlYcR3cwNYvlsdWtPl0xz4aGhvjWt77Fhg0b5pb1rV27tsVVCXHi7nj+OE8fLTB9xGHbD/toFCwSnQ3WXjuNmaowmEng+QZLkg490RCpiEV/WsLumU7GPrEQef/wcYLde2j8eAtWtoiKhXBX9RIMdmCcfy768FEYWgVdfahkB9rQedJ9WbysVxV4v/jFLzI6OkooJBdHMf8eG3+AA/mDHC9OUHVdvCBAQ2ff2HbG82PUvQZn957NkvQyOqIdTFVmCWjurevo9gszuRZ+4GHrNimnDUu3sDQLXemYmkHcTBAzE1S9SqtPV7RAo9Hg7rvv5u677waaP9T72te+1uKqhPjlpksu9++fZNtokc07Zhl7opPa4TQELiuvmGXphUVsS8M2QmzsShFzDM4ZiLW6bLGAvNaxb/v27fz+7/8+hmEQjUb59re/TTQaPdXlijOA99P/g3vn3ZgHR7HyFYJMHP/S9dBooMcj0PFC09BkGn3dJRCKSdgVr+hVBd6LLrqI2dlZCbxi3lS9Mo+NP8yRwhGOFyco1SuMlwoYSpEvT/K1J/6Jo/lh1nasZkXnKsJ2hKpbw9Saf7Q1pZGwY8StKCknQcNvYGkW7aF2TM0kYSWJms2Ls6lZc12XZenymenrX/96q0sQ4lX7zvPHeWa4xJHnLXb9aCmaazG4qkrv5RNEUi4RxyQdNnAMjVTEJOaYrS5ZLDCvdexbtWoVmzdvBuCmm27ijjvu4P3vf/8vHFOr1ajVanOP8/n8ay9UnPa8T/4nak/vxKkFGM8fhmQM/+wugt40+rlno4+OwKp1qJ5lkOxAe8PbW12yWAReVeB98sknufzyy0mlUkDzJ4DSpVmcKj86egfj5Ql2TB+k4Xlkq1WSjkOlUebQ5A7y5VmWJAa5ZNklvHXFm9k5sx8/CJrLlg0LW7dwDJu4FSVsOnSHu1BKUXWrtNlpOkJdeIFLV6ifbH2apJVu9SmLFvmjP/oj/vqv//pVPydEK41k6zw/kuPbD01x5KFOvPEkttFg6E1TXHZlwHDWpyseYlUmRMwyiFsm63tl9k38zOsd+0zzZz88KZfLrF790luBbr75Zm666abXV6g47Xmf+yMqP32c2sEJko0aKhYnyCQIrn8TanYaLRaDlWdBpgu15gK01Re3umSxiLyqwPv000+fqjqEmPPiVkO7ZvZTrJeYKJWI2zZ1z+Xg1D72jO2m4bus7VzNH170+zw+vpVANX8AoytFgIGhGYRNB0e3SdpxOsMdmJpJ2a3gGA4doS7gZzO5EnbPbF//+td57LHHCIJg7v41gCAIKBaLLaxMiJc6OFnlyEyJbz83zvFn4+z/6XLcumLo3DLdb5wgGoN1nWn6khb9sRCDqQiD7WHpvixe4mSMfffccw833ngjpmnykY985CXPf+xjH+OGG26Ye5zP5+nv73/9xYvThvfl/z+VH29G3zdMolSFaAj/HVfhjxxA6+lBWQakM+hnXYp/6Hm0Abm/XLw6J3T5+/rXv87v/u7vvurnhHg1svVpvn/4TmaqOY4XJhgvFdGUolSvo/wyzx17Gt+vE3dinNV7Nms7VpIOt2NoOqZmYmkmPgFhw6E/2ovru8TMKF3hThzDIWElsXWH3kg/MTMhy5bFHFliJxaLPWNlHjw8ydSozn3/mMadjmBH66x92yRnn6+YLkI6arE0EWG8VKUnHmJVl4x14uWdjLHvzW9+M1u3buXTn/40X/7yl/noRz/6C8/bto1t26/7c8TpqXz9pajRWZxjkyjPw8sk0C5aiXrzVWiP+M1Z3YESKpKEdB9auq/VJYtF6IQC75//+Z+za9eul/x+EAT89Kc/lcArToq7j/2YA9ljFBsVZisV6p6HwufI1G7y5TECYGP/+SzPDFF2a83thbTmRdTWbeJ2FEPTaXgNTM3E0W2iZgRTM+kMdRM2ImQS3UxWRyXsCiEWlaoLf//oQe7bPsPYM2n8fRlqJZeLr64Q3jCJ7cC53QlGiyZr0lHiIZPzl8RbXbY4zdVqtbkwm0gkqNfrLa5ILCbe5/8YtuzD8jywDLw1ffiZBFp3B9qSdfhH9qF19BN4LlpGVgWI1+6EAu8///M/v+Jz119//UkrRpyZXpzZ/enhrWRrNWxdx9F1pkvjHJ/ZS7leYSDZy7qes1idGSJbLRBWYGg6hmaQdhL0RfqouGVqXp1YOErSSlEOVUg7abrDPehKn2tI9eK/hRBioZsuudy5Y4R7dk1zdJ/OsQf70Sphzl4FyzeOcc0lDtMlh+6YxYbOJMsSLmcNJGT5spgX99xzD3/1V3+FpmlkMhn+6Z/+qdUliUXA+/P/QP2nT8HuYWxLh+Xd+EPdaB1t6KkUdHSi2nrQNv0Gqm8N6le/pRC/1AldEjdt2nSq6xBnoKpX5s5Dt7Fjej/D+SxT5XLzCb/O0cn9TBbHcQybs3rO4cKBcyg3qliaMdeBOWHH6A730R5KU/WqtDvNzssNv0Em1AFA3ErQG17SojMUi8ljjz3G8PAwq1atYsOGDa0uRwhGsnXu2T/O5j0lnv9xG9M7E+hWwNors/z//n2IO/Y0aLPjtNkWCdukI2HTkbAl7IpX5fWMfW9729t429vedooqE6cb7+/+lNJtd6MfGMNuNAgcA3f9IMbVb0Cz7eZWQ+mOZgfmcAIl2wyJk0Qui6IlJqujPDL6ILtnDjFazDNTreL5PvnyKKPZg+gK+lP9nNd3Hm4AhmYQEMy9PmE3Oy9XvTK2brM8vpL9ud0opRG3mvfnhowQCSvVwrMUi8V//s//mbGxMdavX8/f/d3fcc011/Dxj3+81WWJM9RIts4dO0Z47FCOvc8YTD3ZTaNs0LG8wtBVk/T26fSmUlw4EGNJMkJH3KYtaknQFa+ajH1ivnh//h+o/eQJnENjaEDQlaLWk8ZZ0Q1dPRBPQjyFtvI8VN+aVpcrTjNyeRTz7h92/h17Z44wVS6Tr9XQlGK2PMt0bj+lWp6wFeGiJRvpindhaia5WglbN7F1i6gVwTFsTM0kZSdx9DAdoQwAKSdN3Wvu9Ze00tJ5WZywXbt28fDDDwPgeR5XX321fOkTLVF14U+/v5PDR+oUn+1nan+YaBxWv3WanvUl2qIm/UmLnpTDhnqC1T0xCbriNZOxT5xq7n9/P4W7nkIdmyJSr6GiDt6KHuhrxzJ01IUXo1afg7ZsA0hDKnGKnNBl8uGHHyYajXLuuefy3/7bf2NiYgKAD3zgA7z5zW8+pQWK08s/7fkyT4/tY+aFplQNt8FU4SjDs4ewdI1l7UMsz6ykI5IgIMALPDSl0JSGoelEzQhBEBAywuhKI2mlMXULgLiZIBNrNqUS4tXI5XL86Ec/mns8MzMz9/gtb3lLq8oSZ5gj0zW+tuUoex4Pc+zRfhzNonNNgct+s0Rdb9AWtuhPWnRGHCK2wcZlstxPvD4y9olTyfvkf6L03Uewjk9jGQo/HSc4dxnKNtFTMYhEYOlKCbvilDuhwHvTTTfxve99D4Bt27bxL//yL9Trdf7gD/5AAq/4lSaro3znwO0cL06wd3qSsXwBpWnUvQITs/twvQpt4SQbes+hI9ZO3fOw9OZm9n4QEDZtBmI9ZGs52uw2Gn6DsBEmbEYAWJvc8Atdl6UplXi13vWud7Fly5aXPFZKyZc+ccodma7xN48eZueuOrvubsedDuNEGmx8xySxgRLrBuLYhkNX2GFFJsayjNPqksVpQsY+cSp4n/xPFH/8OP7BCaJeHUIG7rJu/I4k9spBVCgEbW3Q2Yt+qTS/FafeCQVez/MIh5uB4vd+7/cYGBgAwHXdU1eZOC18Y+9X2TK6i9FCgXKjQaXewMdnNn+QXHkMWzdY272OruQSQoaJoWkEQYCtW2iaRsiwMZROm9NG3IqTdtrxA5/+6BKma5MAssWQeN3+/M//vNUliDPQtmMFvrH1ONsO5jj6RILszl4sTWfgggJ9F05xxdokVTfC+V0pUhFLgq446V5p7HvyySfnuRJxunBvfA8z332cVKkErkuQSeCfNYjZ2w6xGGrjxRCKoL/xOpCmVGKeaCdyUBAE1GrNeyP/w3/4DwBUKpUT3m9t+/btXHLJJWzatIm3vvWtFIvF11iuWGyeHd/D0VyOYqNB3fPIV6c4NPEUs6VR0pF23rBsE+u712FqOpauoysNU9dJh5Ik7RjtoRSGZtBmp4mYEQzNIBPqoOHX6Q0PtPr0xGniwQcf5JprruH666/nnnvuYcOGDSxdupRvfOMbrS5NnKaeHy7yf54d4bEnauz4dj+zz3cQSze44N+NsObqWTJpi6FUhPO7ktimJmFXnBJHjx7lIx/5CDfeeCPHjx/nnnvu4fLLL+ev//qvW12aWITcP7iO0jfvJ5XNoXRFY6gH7+wlGH0ZVGcnanAJqne5hF0x705ohveGG27guuuu4w/+4A/o6elheHiYv/3bv+WP//iPT+hDVq1axebNm4Hm8ug77riD97///a+9arGgVb0y/7T7H9k2cZC909NUq3UMC8az+ylUpjA0k6HODSxrX0rctjE0HVvXiVoOcSuKrmmkQ6kX7tV1iJpRLN0ibHYSMSIkrbTM6oqT6sYbb+Q73/kO+XyeK664gp07dxKJRNi0adPcD/mEOBleXL68/VCeffcnKe4fQDNg2aWzdJ07Q19HhFWZKEnH4ILBFOmIdKQSp8773/9+/st/+S9ks1kuv/xy3vnOd/Ld736X9vb2VpcmFhHvf/8XZv/px1gjMzg6BD1tcNFKrFQc1d4OQ6tQS9eg+laguoZaXa44A53QlfQd73gHq1at4tZbb+WHP/whvb29fOELX2DlypUn9CGmac79ulwus3r16pc9rlarzc0kA+Tz+RN6f7EwZOvTfHXnP7JvZoTRYpFcuQJKUfVmmJk4hOu7tEc7Wde9Adt0UEph6QYJJwZAdySDpZs4hs2S2BKKjQIhI4SuDAajyyXkilMmEonQ19dsmLF27dq5L3vRaLSVZYnTyMHJKjffv5+D4wWm9jlMb1lCvWSQ7Kux4s2TZLoDYk6Ea4baWJKKcFaf/NkTp56u67zvfe8D4Ctf+Qp/9Vd/1eKKxGLj/ulvUf32AzgzRQzboNHfjnnWIPpgHySTEAqjVp2LNnSezOqKljnhHx2vWrWK//7f//vLPnfVVVdx3333/dLX33PPPdx4442YpslHPvKRlz3m5ptv5qabbjrRksQC8w87vsKWkUMU6nVqDZdqvcxM+RDF6ixhK8RZ3WfTGe9GUwpd0zA1DU1pmJpOwomRsGNEzDBBEBAEPgkrScgIYWimhF1xSu3fv58bb7yRIAg4ePDg3K8PHDjQ6tLEaeLP7trDgcNlRh7rpHw0he3A4KYJBs4tkQibdMQd2kI6SduSsCvmzc+PfVNTU9x4441zz336059uYWViofP+139m8h9/QmRqFksDvz1KY1k3elsU4w3nw6qzIBRFv+SdrS5VCFQQBMHrfZMrr7yS+++//4SO/fSnP43v+3z0ox99yXMvN8Pb399PLpcjHo+/3jLFKXLTlpt4fmKE0dkc9boLBJS9SaZLRzEUdMT7OKt3A4Zm4Po+MdtGV4qo5dATzZB2ktT8Bj3hLgzNJGEnSNvt2LpNV6ifqleWwCtel3w+TyKReMWx5MEHH3zF127atOlUlvYSv6pWsbhsO1bga08f50ffK5N7tg/lmqSXVVh/7SxOzKMrYbO2I0RPNMTStigrOkOtLlmcJk5kLGnF2Cdj3OLm/tm/Z+y7j2NPTBOt1dAdk0Z/hiCTwFk7gOrsRPvN30Wt2NjqUsUZ4ETHk5Nyc5BS6pc+X6vVsG0bgEQi8YrNrmzbnjtOLA5feP7zbBk5SrZYplKpUXNLTJUPglYnakdZ13M2ISuBqZvoSqGUwtZ1HMMi5cQJGw6GZpJy2siEOtCVjqEZdIZ65kKuhF1xqv2qL3YnsopFiJ/3/HCRzz5yiF17Sxx7sJP6RCdmyGPZ1eOs2eixpitEV9TC0nXeOJimJ2m1umRxBpKxT7wa3k2/y9QtDxAdmyFkKtx4mMbyboz2GHrIQvX1QSIlYVcsOCcl8P6qSeJ77rmHv/qrv0LTNDKZDP/0T/90Mj5WtNBfbf1Lnhg5yES+SC5bQDMUs+VhCo1xTF1nMD1Ef9ty2sIRSvU6pqZh6TqaUvTFOjA0g3QoSXe4m4SdQFc6naEudGXIPrpiwXk9C2G+9a1v8Yd/+IdMTk6exIrEQrbtWIEvPnGMR38Ck08tA1+nc22BpZdP0dam05+KsCwZJu3YrO2NSWMqsWCdhEWA4jRxaPUQkalZkm4NbB1/qJsgHSe8vBO1ciU0Gmhv+3cSdsWC9JqvsgcPHuS2227jIx/5yK+87/Ztb3sbb3vb217rR4kF5LPb/op7D+1iOlekXm9gGDoVN0+hNozr14g4cYY61tMdb0cpRcQ08YOATDhO0omSrRbpjmTQNYPucBchI8za5AamaxN0hfpbfXpCvKxftYrllfi+z+23305//yv/2ZZmfaePXSMl/vLBAzz3fJmRh7upTUUJJz0Grxhh1dnQHY+ytjPMmnScdX1xHMm5YoF7rWOfOL24119C4ugoYUvhx8NUOtqILO/CjjqowUEYWgPVioRdsWC9qsvtwYMH5zo1r169mquuugqAyy+//JQUJxaeB47sYXw6h+t6+IHHbO0o2coolmnRkxqiI95PyLRQSqG90IW5zdGJWCEiZhhHtwmbEWJmjJgVZzC6jKpXoTe8pNWnJsQreq2zHLfccgvXX389n/nMZ17xGGnWt/jtGilx8wMH2Hs4y9jWNnI7lmPoOh1nzbJiU5b2NpNrVqVJWCZXreqQoCsWDZnhPbO5v/drTN3xFHapjBMycfvS0J8h3teGdt450JaB9i70q36n1aUK8Uud0GX3f//v/829997L8uXLee9738v999/PV77ylVNdm1hAvrnva9y59wmOjk5RrzVwVYG8Owy4xEJtLOtcR9SO0vB9dKXQlcI2DJYmesjVSyyJ9xK3YuTrBVYkVlBo5OkMdZG00q0+NSFe1qtZxfJyPM/j1ltv5c477/ylgfdjH/sYN9xww9zjF5v1icXhiQM5/td9+ziw02X80aV4hTBOss7Ka0axM2VSyRDL2sOsTMXoTjoSdsWC93rHPrH4uZ/4dxz/xv2EpmaJ6govGcFd0U1obR9adyes24B28bWovjWtLlWIE3JCl97vf//7DA4Oct1113HppZei6/qprkssIJ/b9v/y+PH9HJ/O4rp1ZutHqAVZTMNkaWYtttlOxLIwNY0gCNA1DccwSNgOjmETs6LErRgZJ0PNqxE2IpiaKWFXLDgncxXLN7/5Td7znvegadovPU6a9S1ev/HVp9i9d5aZbV3UjyzBMBXdF8yQOXeaFb1R4qEUG7rDnN+dYn2vbDUkFi5ZwSde5H7onUz+84MkyxUCTVHqaENrjxFf2tEMu8tXor/7hl/9RkIsICcUeDdv3szw8DC33347f//3f8+OHTv4t3/7NzZt2kQymTzFJYpW+cLzn+cH+7cxOZXF93yqfo7p6mE8GiQi7Qy2r6E9kiBbrc6F3LBpkgqF6IokMXWT/mgffuCTctpYnzrnhWXMQ60+NSF+walYxbJz5062bt3KN7/5Tfbt28eHP/xhPve5z52kikWrjWTrbH+iwcQTq6AaItJZZclVE8Q7G0Qdk5UdYTqiJl1hh6FOCbtiYZIVfOJF7if+HQe+ch/JfI6YDqQi5FIJYj0JnIE0+sbzUFdch7b64laXKsSrdsKLq/r6+vjQhz7Ehz70IY4fP87tt9/OZz/72V+6h5tYnL6664v8+MBWDhyfoFSs4ONSDkZwtSKaZtAdX0Mm0YNjGJia1gy5jkMmEkFXGiknTm+0A5+AnkgvKbuNklvC0cOsSpzV6tMT4iVOxSqWv/zLv5z79QUXXCBh9zSx7ViBj//bPrb+IELp0AoMM6D9onG6zsnR3R6mry3JWV0hzu9uY0VXVJYwiwVNVvAJAO9T/5mxv/8x6VIZy9QotaewepJELZ3Q0gxaXw/q0rdI2BWLlgoWcEcC2Zx8/t128F+4ZccDHJ+aJZ8rkatMUg5G0AzoTPbQmRwCX8exLWxdJ+U4uL5PVzRKzApj6xZ9sc5m2A13cU77+ZiaJcuXRUudyFjy4iqWe++9l+eee46/+Zu/ackqFhn3FqZ94xX+8LvPsf2RgOyzfRh+iEh3iYErx2nvhCUdMQZTFlcMtksHZrEgnOhYMt9jn4xxC4f3tb/g4H//CpGZLHENapZFvTdNpDtBeE0vqrMTVq6RJcxiwTrR8UQCrwDgn/Z8mTv2bmFiNk+xUKbh1ZipHqbq5bFNm770Kpa0D1J2XequRzocImHbpENhdE2jO5ohbkWwdIuIESFpJxhKrJTuy2JBeLVjyYurWL773e/O+yoWGfcWnumSy3u/tI2n74xSHU5iR6D3jROkVuXpbAvRmQyxPG1zXmeSK1a1tbpcIYDXNpbMx9gnY9zCsK1vECefp58Gnh9Q70hCR5LY+j60znbUGzehv+EtkO5rdalCvCIJvOKEve3f/hNHhieo1RqYpk7FnyFXP06AR8RM09O2gkQ0RtJx8HwfQ9Poi8exdZPuaIbQC42pOkIdJOwEIT1Ed7hPZnXFgrGYxpLFVOuZ4O3/sIWn7gnIP9+H8gwSSwt0XzxGusvg7MEkK9odzutMcf4S+X8lFpaFOpYs1LrOJN4fv5eRv/8+CRWgx0NMxROkBpKYmRjWhtUwsAT9198vYVcseCc6nsiiqzPc947czrGRSYrFCj4Nct4oDUqYhk1XfDUhI4mh6+hKYek6YccBIGaFSdhRMqEUhmbSGe6gzU4TNWPSlEoIsajtGSvz4Tu3s3d7idlnBqhPxnEiHunzj9K1rkZHKsSqrijv29Aj3ZeFEIuG94U/ZfST38DOFUgYGo2OFOYFS+kwdKyz18CSIfT3/kmryxTipJPAe4b6ybHvccuuu9k1PEY+X6bsTVFVExi6Rlu0h57UEJoyqNcaGKZBzLYZiCexDYuw4dAdzeAFPt2RbhJWknPSF7b6lIQQ4nU7OFnlv357Gzt+alLYtQrbtIktn6LnDRNolkdHKk5PKsy6zrCEXSHEouDd9XWOffAmzJEp4oGPF7Jwl3YQ37gc7bxzIBJHf//HW12mEKeMBN4z0OMTD/LV537IsckZCqUcWe8gLiVsI8SSjvW0RdsBaHg+hqFj6BrpUIiw6dAVaafm1YmZMfzAI2mnWJVY1+IzEkKI12+65HL5Rx5hZks/qpwinHQZvOooZjpPX2eMTNzhDYMx2VdXiBc8/fTTfOhDH0LTNDo7O/mXf/kXTNNsdVni53jf/RuGf/9/Es0XsAyNcjJOrS1O5/o+tKWDqAuvQjvvmlaXKcQpJYH3DPLU5GY+veWf2XtsjHyuSMWfpuSPoumKpNVNZ3wpbdEEjtH8YxExFQAdkQi9sTaWJHpJO20oNM7PbCRmJnD0cCtPSQghTop3f20rD30XSnvOQgsUiTWTLNuUY+3SBJrKcPmyBGvScc4ZiLW6VCEWjN7eXu666y7C4TAf//jHufPOO3n3u9/d6rIE4D/+fXb+xn/BzmVJ+z5GxMbtayfcEadtsB393b+F/uv/qdVlCjEvJPCeAapemY9s/jMe3LWf7GyBhl+h6I8Q6FVCTpiu+ApsPYau68Rtm5hlYek6tq5j6jpdkTSZcIreSC/ntl8AIA2phBCnjas/9RzPfDdFdcYhnK6TPP8I6UGXrkycNZ1hNAXXrOwkHZFLphA/r6ura+7XpmliGC/9O1Kr1ajVanOP8/n8vNR2JvMevo1j7/pvtOdymCjyoTD2kgzxwTR2Xxuqp0fCrjijyNX7DPCJx2/iqaPDZGcLFBoTVBlH0xXpSA/dySE0TafRcNF1jbBp0hYKYWg6ETOErmlEzBC9kR46Qh0SdIUQp403/c0TPHWnRuVAD7Zt0nX+FN0bZ4hGDVb1pHnjkjjvO7e31WUKseAdPXqUn/70p3ziE594yXM333wzN910UwuqOjMdXrkUjk8Rd10wTabicWI9cTKXrUatWoU6/3K0jW9pdZlCzCsJvKexP3zwj3ni0FHKpSqVWomZxgECvYpjhMhEl9MW68AwdHRDx7RM0uEQy5Lt9Me78HyfqBUmCAKWxAdZlzpbwq4Q4rRw3Vee4on7c+S3DhJUo4TSNZa8aZjupXDWQIa1HSH+48aBVpcpxKKQz+d5//vfz9e//vWXvX/3Yx/7GDfccMMvHN/f3z+fJZ4ZgoDHEmmG6lUcDSqpGPZQB31dSewNK9E/+D9kmyFxxpLAe5ra+LXrmZrM4vkevlGgzBjKcIk7XXTGl6JrBrquYVkGPbEYulL0x9voi3WSCbUTM2P0R/sZiq9t9akIIcRJc/1Xn+XR2yzyu1djWDqxdaMk106SGYjT3x7j4v4Ev7mh61e/kRACz/P4nd/5Hf7sz/6MlStXvuwxtm1j2/Y8V3aGmZlhbNkyVtSqaIZBtiNFfLCNyNo+aEuh3vJuCbvijCaB9zT0v5+5mempHOVaiZo2RqAq2FaI9tAQiXA7hqETBAGGaRCxLLoiUZRShE2HznAHmVA7CSspYVcIcdq47itP8fhPcxS2LUU1okQ6y3S88SChtgY9XUkuGUrzpqXtXLgs0epShVg0br31Vh599FEKhQKf/OQn+a//9b/yW7/1W60u68wRBIwvH6AxPImjoBEJ46zspnN9H/r6NWhv/R3Uio2trlKIlpPAexr50o4v8P19Wzl8bJxcbZy6PommB7RFe+hLr6RacTEMHduxsAyd7miU9nCYwUQ3jmGTCbXz5r5rpfOyEOK00v2f7qSwow9vfB2GpWjfOEr3uXkGuqKk4w7Xrmjjbes7W12mEIvO+973Pt73vve1uowzUz5PYe0Q+mQeX9OYjMRIL08TPXcQbd1a9Pd9SGZ1hXiBBN7TxJd2fIFbnnucmewsY8W91FQey7DpiA3RkepB0zV03cc0DeKOjaXrZCIR0k6CnkgnPgEXd14iYVcIcVp566f2MvPgBjQvjJMp0fnG47T1wEBnjHW9MZa3ORJ2hRCLyvFlAwTHJ4kAQTTMbDRGuiNC+u0Xo//xZyEsK1WE+HkSeBe5Hx+7k0899G3GRqeZrYzT0CdQWkDi/2vvzuOjKuy9j39mXzJLZpLJvieEQIissodEUATFVkFEiCBXb11qXep2r5QHtbWl1rrUx/pctZarVuoF12Jpobii4EZBq6iALGETxBCykmVy7h9evU9fUouQmZMM3/dfCYz5fQ/BL/PLzDnHm0aavxiX04XDYfviNkMOO0GXi7xgEJfNQVFyDinuENVZp+qCVCKSUGoWvc/Kx2w0bQ3hcBqkDNtLank9JXnJlGf5ObNPGkMLAmbHFBE5ageG92P3+7vJ7GzHbrPRlhHGWxyhJDcFW/9SbDf82uyIIj1SXBbedevWcc0112C1WklPT+fxxx8/4pX85OjtaNrCNS/dzsfb9vDZwTrarfvotDSS5EoiPdAHjz2I3W7H4bCR6feT7HZjs1hI8QRI84ZIcngZljaMQn8fvaorIgnjgt+9y4qnD9L4Xj42I4lAXjOZY/bQt8xLfmoWcwZlMyDbZ3ZMEZFvpX5QH1o/2k1mVxcdTheHIiEy+6Xh7p+HpaAA65TZZkcU6bHisvBmZ2ezYsUKvF4v8+bN49lnn2X69Olfe5xuTn50Nnz+Fne8/Z9s272fuqZ9NBo7sFssBD1p5EXKcDnddHREcTrtBL0eUjweMpLCtHd1EHT5iHhTSfek0S95oNmHIiLSbeYs2siyB2201JbgSLKQdvJOUvo1kpPhY2BOgNE5IS27ItKrNIwfzKfvbCe17TA+q4XGcDKBklTSBxVgmXA6ttPn6C3MIv9EXBbejIz/vcWDw+HAbj/yWN2c/J87Z9n32LR9D03NLbSwl1ajDpfLQbq/BL87FafDjdvlxO+xkuHzkekLkO1LI+Dy47A6KAoUMTR1lNmHISLSbW764yYeeeRz6tZlQdSJL7+B9JG7yS70UJwR4eIhOYwo1hNCEelltm/nwJpNpBpd4HHyeXIyoUw/SRV5WAYNxjbuHC27Ikchrufw1tbWsmrVKubPn3/E39fNyb/ZjOWX8f6mWhoO19HUtQub3SDgTSVoy8Wf5McwwGa34XM48DmdZPoCBF1+snyZ+BxJDEkdrnN1RSRhXPHMhzz3px00vJtH9EAxDlcnKUN2kVnRSklOCqf2DVNdmEZ+iu4BKiK9SFcXbaP78/lftxOyWmhPDeIfXkRBbiqW/v2xXfZzsxOK9CpxW3gbGhqYPXs2ixYt+ofn7+rm5P/Y1a9ezwtvvsth9mPYG3A4HOSklBFwp9Ha2o7b7cJigbQkL6UpEXzOJNK9YXJ9OQyNjMBt8+hcXRFJGD987iOefLSeg+vLcNi8BAoPkTxoF8kRG8XZQYYXBDitJJ2sZKfZUUVEjlrnlWez57cv4OnowGKzYSvPJmXCYKw1l2E96RSz44n0SnFZeKPRKDU1NSxYsIDS0tJ4jEwYt7x1C3949132H9hHi3U7VnsUvztEmq+ESCgVAKvVSmbQT9jjoSA5nYJANgGnn8m5Z5sbXkQkBv79qa3cf3Mb1qZCXN5OMkfXUnqyQVowlfLMJK6rKjI7oojIt2MYRM8eRd2f3yUJaPUl8bnXR/mYflhOmahlV+Q4xGXhXbJkCWvWrKGxsZGf/OQnXH755cyYMSMeo3u1BW/ezNI33mJ/4w5auvZjs9sIuXPJSimiq8vAbbdjt31xy6Esv5+g64tXdbOTshgW0Xm6IpJY7nxlK7/6jzo+eysDa1c6yaWHyB93gIFlyUztn8bp/SNmRxQR+dY6b5jBll8vJ7mzA5vNRmdehFDfTNIzk7H/6jmz44n0enFZeGfOnMnMmTPjMSohPLjxfu59cTk79uymzbYXq6MDnztIxFuEx+XH43VjdHWR6feT4w8RNaIUBXPwO/2MyhhNtrfA7EMQEelWv1hey89vi9K0MxNXwCB58FaKh0FRRoDT+oS17IpIrxT91zP59LEXCXR10eHxcCAYIL8wgntoGZw0xOx4Igkhrhetkm/2SeNHXPDMzXz48XZaogcwnAdxOGykJOWRnlyI1WLF43GRnxzE53TSPzWfNO8Xb2uuzBxHhkcX+BKRxPLI2zu54ae7OPjXTGwWH/7igxSd8jl9iwOcPyiDKQPSzY4oIvKtRZ9/iG3n34C7rRWHzUZjOETGsHwyy3KwTK3BNmaq2RFFEoYW3h7icLSF76+6nR07d9FELThbcTu8pHqKCPki2G12nE4H4SQvecEQXruHdG+EFHcKef58LbsiknCWrjnAldc007wrG4c3StqobXizGwlHkpnUL0XLroj0Sq8lR8hubSLVAi1uN86yTArGlWP9l6uxDhhndjyRhKOFtweo/q8L2Pjhdtq6DnLYug+HC5LsGaR48/G43Xi9LpK8bspSUkj3hSgNFVIYKCTfV0jEnWl2fBGRbvXOtgamz9/MnjURjA4//uI6IsP2UVLqJy+Sw/kVGZzSV7dYE5Fepr0dHn6Q3KYGkuxWGkPJePJC+Ef3xTJlmpZdkRjRwmuy05/5F/72wWYaOndjcbbgdrjx23Lwu1Ow2204nA7cbidpSUmkJSWT58+kNLmULG+Oll0RSSifN3cy6IcvsHd1BFtzJi6/QWDwDvIHRjmpKIt/GZzN8KKg2TFFRL69rVvZ3r8CS2cHLrcb50m5hCaNwDLlfKxDJpqdTiShaeE10RUvX8tLa98g6tiP3WUQdEdI8xWB8cWi6/G4SE/2U5qSSn4gk76hEiZkn2F2bBGRbmcYUH7BOj57qwQrLpKKD5I5ej/JKXYGFqcwrX+all0R6X26uuCppzhwwRyMaJQ6j5e8/ll4xw/Gesk8LBklZicUSXhaeE3w03W38djq19hxYDOWpHrcVhshdx6RYA4ejxur1UIwyUNeMEh+MI2ycBEnp43Q1ZdFJCEdOAAZY96Bxiycvi5Shu+gdLiVMaU5TO2XweB8v9kRRUS+vX372FVUgqW9Hex2DvmTySxIJvzrO7EOm2x2OpEThhbeOFv00QM89MJK9jZuImptI8nmJ8VdhMeVhNvtwut14XU4yPb7yfSFKArmUhwo0bIrIgnHMKCwZh27X0/BTjbePnWUnHqQEQNSqDkpk5HFyWZHFBH59gyD91PScDY0ELBCu89H8sAc0keUYb/xTkjJMTuhyAlFC2+c7GjawtmLr+ej7R9y2LIPp8NKxJNDqi8fu8OB1+siLyVEYXKYkDtArj+Dk9NHUOwvMzu6iEi3O3AA+p3zCXWbU7F5OwmP/IT8gV0MK40we2CW3r4sIr1TYyM7s3JJam3BarOxzxcgpzRC0vihWM77npZdERNo4Y2TKY9exaY979Fpa8RpcZLmKSHkj+ByO3G5HCT7vBQkh8j0RcjxZXBK9mkkO3UVUpHebN26dVxzzTVYrVbS09N5/PHHcTgcZscylWFAyZz1bH8xAFEH3oI6Mkcf4Lvjc5kzKJuKHJ/ZEUVEjsn+vgU0bPuUJAwsHi/OPulknzIA+7xfadEVMZEW3hib8OQc1rzzDocte7Hauwi4IoTd+Xg9Xnx+L1nhINl+P7mBNEZkDOHkyGjcNq/ZsUWkG2RnZ7NixQq8Xi/z5s3j2WefZfr06WbHMk317e/w+iM2ug6m4PIbJA+rJX9gF6cNyufHp/cxO56IyLFpb+dFf5h+RgepdjtGXiqBGdXYbn3E7GQighbemDlv+WUsf/UdmqN7sbqbcNudBB25hH0ZuD0ukpI89E2PMCyjhD7Jxbr6skgCysjI+Opjh8OB3f71ym1ra6Otre2rzxsaGuKSLZ4MAyoue5+P/5QKUTve/ANERuwnK9fDiL7pXDYi3+yIIiLHZvt22qtGUNbVQZfTiW1IAZ6xA7TsivQgWnhjYN7aH7Fy7ds0G9uwuKJ4HAHCzgI8riRc7i+W3bSAj9xAmMGRgYxI043GRRJZbW0tq1atYv78+V/7vYULF3LrrbeakCo+vnvfuyy/v4uuujDOgEF25W6yB3Qy8aQifjRBt+MQkV7KMGgbW86uN7dgt1hIzo/gmzUe29U/09uXRXoYLbzd7NltS1j45O/AXY/DbSPZlUfIk43H68btdpKTGqI4FKY0nM/wtJOpCA81O7KIxFBDQwOzZ89m0aJFRzx/96abbuLaa6/9u8fn5ubGM2JMGAa4K5fRubUUu91PoKyefpMOMac6i2kV2aQk6Z8fEemlDhyg68wx7Fm3jXarjf2+ADkXno7t/zxsdjIROQI94+hGZfeezse738Xha8fl8BFyFpAaSsPjcZEdTiYjKYkhGX05JXs8+T69siGS6KLRKDU1NSxYsIDS0tIjPsblcuFyueKcLLYOHYLTr9hP56Zy7D4rKcO30XeUhdMr0pkzLB+3/uURkV4qessVbL3tNzgw6PR4CZak02dcmZZdkR5MTzu6SfHd49j62d/AHsXrSCPdV4zT4cTv9xLx+ygOhcn1ZzApbzIZnt7/6o2I/HNLlixhzZo1NDY28pOf/ITLL7+cGTNmmB0rpi6+Zyf/eVcbHLYS6NNOycTPqRmfxTWVhWZHE5Fu1tjYyKmnnsoHH3zAG2+8wYABA8yOFDvNzaxPzSDc0UaS3YarMIPk2adhm/eg2clE5J/Qwnucpi77V555dQVYDmJ1OUhxF5EZziOY7Cfk81KemsaQ9HIqUiroG6wwO66IxNHMmTOZOXOm2THi4k9/rWPq97bRvjOE1WMjtfpTrr8ineuqxpgdTURixOPx8Pzzz3PDDTeYHSW2PviATYOHEox2YXjcdORGSJs2SsuuSC+hhfc4nPv8RSx7cznYmrBY3aQ4ikn2hPD5veSFk8ny+SlPLWFsZqVe1RWRhLX2LfjOjDq6moK4spsIDdtF/0FhrqsqMjuaiMSQ3W4nEol842N69ZXoOzt5J5hCuK2VgM2GNS+NlIsnYZv/G7OTici3oIX3GCzd+jhzH/4pLe27wAl+TyYhZw5+fxLJIT+n9unL8IyBjM4YR7Izxey4IiIx0doKkVPeofWTEFa3ndSxnzLwVAtnDerHlWP0FmYR6cVXot+5k49L+hLs7MTudNKel0b2rCotuyK9kBbebylvYTU7P/0Ikpqxe1ykeYtITorgDySRkxpiWGYB/z7kJrNjiojEVPCs5TS/nY5hTcNf2E6/Kfu5dHIWc0/OMzuaiPQgve5K9IYBy5fz2dRzCRoG1owwKVeeg+3f/5/ZyUTkGMVl4U2UixqU3jOenZ+/C55OPI4gAXseIV8Yn99LTmqIfqlpnJw+0OyYIiIx094OGZM20PReCbgchAbtYdiZFmYOz+LCYT34SayImKJXXYm+vp7tOXm0trTiddrJ+d5kbPc9Y3YqETlOcVl4j/aiBj31PI/qJbN55Y3V4KzD5rURdOaR5s/H7XHRJyedAZEsqnJGUpU50eyoIiIx8/HHUF79NgbpePPaqDj7AD/8Th7TB2WZHU1ETHLGGWewYcMGPv74Yy699FLmzp1rdqRj8847HKyqpq21jcMuN868NC27IgkiLgvv0VzUAHrmeR4tHS288s5fwNGEw+kh6CggxZdKIJhEOOhjQCSL7xRNYlDKcLOjiojEREcHFEz7G5+ucWH3ZdFnfCMPz8tkREkfs6OJiMmWL19udoTj097OweI89u/+HLfdhjc7jeI51dh/+rjZyUSkm/Soc3h72nke9793D1cv/SkWZztJzgg5yaX4fH7y01MYlJ5Ddc5oxmZMMC2fiEisbdsGI2ft4sBmF5ZAKxXn1/PjmgJGlATNjiYicnx27KC98mQO7Kmn3eHAmplG4Zxx2H/8qNnJRKQb9aiFt6ec52EYBsm3ltPQuAOcVjKT+5CZUkBZTgalKelMLZ5CRXio2TFFRGImGoWTL9vCu891gdVBYGA9J53RySvXjTY7mojI8TEMohecxqYnXsVjAV96mMI51dh//oTZyUQkBnrUwtsTtHS0UHDXEBqadoLFQdBeSFZqIblpYYZmFjI5fyL9knVhKhFJXLt3w6nf28+mtwws3hYiVZ9ROsTLTRNLzY4mInJ8Dh1idWoGuUaUdK+LwMxx2B/8o9mpRCSG4rbw9oaLGlQ9cS6vvvUXsEdxusNEvIWkpoQ5Z9Bgzi89l2J/mdkRRURixjDgkjv28ts7G8Gw4is/xElntfPLc4YzolhvYRaRXm79ev42bCQZGDgDPgKXno795783O5WIxFjcFt6efFGD5bXPcNb/vY4uYz8Wr50UTyGZoQKyM1MZm1fMj4bONzuiiEhM1dVB2rDXMOpTcaY6qZjawC8vKmJcadjsaCIix6ejAx55hE2Xfp8sh53gtFHYH3/B7FQiEicn/FuaWztaOev+K+gyDmFze0h2FJAVziI/O41R2UXM6TfL7IgiIjH12mtQdf5maIngLm5m0LSD/GbOSfTLSjI7mojI8dm5E+64g233/wcBj5tgzVjsD/TcF2FEpPud0AtvzsLR7N77PiQZ+INp5KeWkxYJc2afCi7qdxHJzhSzI4qIxExzMzzwANzwk43YQ14qzmvk11cU6+3LItL7GQb8+c/s/u45NHRGwe+nsO4zsNnMTiYicXZCLryGYVBw9wh2f/YBeK0EXDnkhUsoyslgZFYh3x9wBW6b1+yYIiIx8957MPS7W+g61EHWyV6eujeN4WUFZscSETl+DQ18nJFNZ+thUtxO+syuxv7wn81OJSImOeEW3sOdh5n2zDRqd7+Pw5dEXrg/RXmFnJJfyuUVl+pVXRFJaO3t8Oij8P1bd9PV3Ixn0Ocs/+1wKnL0Qz4RSQAbNrBv1Gg6Dnfg9HpJnTUS+0NadkVOZCfUwru7YTc5t1VA52GSUzIpLxzGBQPHMrfsYr2iKyIJb+tWqDhrK4d3t2LLNBh20WF+873hVOT4zI4mInJ8Ojv5LD+bvXs+J+yw02/6KGxLXjU7lYj0ACfMwvt67euMe2gKtB3G5kpnQOEIJvXtz2XlV5odTUQkpqJR6DdnI58sj4IriaIzYM0DZUT8J8w/ASKSyHbvpvOU4ezbU4fT5STy3aHY/kvLroh8IeGf7XR2dZJ/11D27NoELicpKf3p36eMV2c+bnY0EZGY27sXKi/cy7a3wJJsoXz6Zzxz40AtuyLS+xkG/OUvrD/9TEI2C2VVZdhXrQe7+k1E/ldCN8Kepl1k31AOng7cwTAnFY/gzH6DWHDyArOjiYjElGHAA4+3csVVm8DiIe8UG2t+W0pmKKFrX0ROFE1NcN99fPKjBQzIDeH400tQXm52KhHpgRL2mc8H+z9gwMKR4OrE5c2gPG8wswaN5eqTrjU7mohITB08CGkVK+hqziNclM5T96cybkTC1r2InGg+/BDuuIONix6jT0UOjrXvQ5LuGy4iR5Zwz4AMw8A9r4T25j1YAi6K0wdRM2ICtwy/xexoIiIx9+abcO+90NWUQ/pwG5ufydDzQBFJDF1d8OSTfHR+De0GFA/IwfHuVrBYzE4mIj1YQi28rR2t5N89mPbWPeDz0idtMDUjx+ktzCKS8A4fhocfhqtu3gTRBlY+O4wJ1WanEhHpJnV1cOedbP75Hew1LAwdUUzSGx+anUpEeoGEWXh3HtpJ3vz+4DXIyC3k8soZLBh+s9mxRERibvNm6H/6R3TVRQmVe/jouWGkppqdSkSkm7z9NrVjKmnoiJKfn0qfTTvA6TQ7lYj0Egmx8L5W+xqV/3EmvgwvUwaOZ/GZi7Ho7S0ikuC6uuCpp2DmNbUYLe1kndpF7dJyvbtPRBJDRwdbUtI43NhEYdBD3p9WwKhRZqcSkV6mVy+8XUYXj737GBc9dRU0R7nw1OncN/4+s2OJiMTcZ59B/7O3UfdBK76CJNY/fRJFRWanEhHpJrt30zKkgvbGJrLDPpI+2gSRiNmpRKQXspod4Fg1tjUyfvF45j52OU5rElee869adkXkhPDw0hYyyjbQsNPFr3/en/1v5mvZFZHEYBjwwgu8m1NAc30L/X/3n4T2H9CyKyLHrFcuvNvrt3Ptimt5Zf3b2JxhLjt1FvdW32N2LBGRmGppgbvugksurcUWCPLaU1lcdhm4XGYnExHpBv9TcnsmncHAC2uIrHsHamrAZjM7mYj0Yr3uLc2v1b5G5a/PgK4uqoZV89KM53W+rogkvA8/hIpT1mGQwoKry7j6akhONjuViEg32bwZ7riDj3+ziL4/vhmuvhr8frNTiUgC6DULb5fRRc4vB7F37xbSctN56YI/0j/S3+xYIiIxFY3CE0/AnGu2cPa4oVx8MUyerNtOikiCMAx49lm2Tp9BF9D3D8/AmWeq5ESk2/SKhbexrZE7193J3j1bCKdnsPHSt0nxppgdS0QkpvbuhTvvhLsf3YrFfZB77oHcXLNTiYh0k/p6uPtudvx0IYewMHjzR1BYaHYqEUkwcVt4r7/+et58803y8vJYtGgRzm9x/7Sc28rB18Wvzv85lw+7HIfNEcOkIiLd51i77+WX4dwrdxBtbuehX/Rh9uwiHKo+Eelhjvn53XvvsWvCaRzujFJy9y/Jv+QScLtjG1ZETkhxuWjV+vXr+fTTT1m9ejX9+/fnySef/Fb//RkDx/DHuU9w5fArteyKSK9xPN0348r9RDub+OsLfbjoIrTsikiPczwdt6d6PDlnf4eSl1bBVVdp2RWRmInLK7xr165l4sSJAEyaNIlFixYxa9asrz2ura2Ntra2rz4/dOgQANcNvY5h6cNobGyMR1wRSTANDQ0AGIYR17lH033/qPeununmyivT8Psb+J/4IiJHLR69dzwd57toLg033ADp6ajkRORYHG3PxWXhra+vJysrC4BgMEhdXd0RH7dw4UJuvfXWr/36hEETYppPRE4MjY2NBIPBuM07mu77R713++253H57zCOKSIKLZe8dT8flPvQQPPRQTHKJyInln/VcXBbeUCj01QZeX19POBw+4uNuuukmrr322q8+r6+vJz8/n9ra2pg/SW1oaCA3N5edO3cSCARiOive83RsvXOejq37GIZBY2PjV0/M4uVous/M3oPE/r7r2HrfrHjPS+Rji0fvqePMmxXveTq23jkvkY8Njr7n4rLwjhw5kjvvvJM5c+awYsUKxowZc8THuVwuXC7X1349GAzG5Q8NIBAIxG1WvOfp2HrnPB1b94jnK7tfOpru6wm9B4n7fY/3PB1b75yXqMcW695Tx5k/K97zdGy9c14iH9vR9FxcLlo1ePBgMjIyqKysZOPGjUybNi0eY0VETKXuE5FEpo4Tkd4gbrcl+uUvfxmvUSIiPYa6T0QSmTpORHq6uLzCe6xcLhc333zzEd8K05tnxXuejq13ztOxnZj0fe+d83RsvXNeIh9bT5XIf+Y6tt45T8fWe+cdLYsR7/t0iIiIiIiIiMRBj36FV0RERERERORYaeEVERERERGRhKSFV0RERERERBJSj114r7/+eiorK6mpqaG9vT2msxobGxkxYgQ+n4/3338/prMA1q1bR2VlJVVVVZx33nl0dHTEbNb777/PmDFjqKqq4swzz6SpqSlms770+9//nkgkEvM527dvJxKJUF1dTXV1NZ999lnMZ7788stMmDCBqqoqnnvuuZjNeeutt746rr59+/LDH/4wZrMAurq6uPDCC6msrGTcuHF88sknMZsVjUapqamhurqauXPnxvTvf2+UqN0Xz94DdV93ilfvQXy7L569B+q+L6njuoc6rvuo47pHj+44owf661//atTU1BiGYRi33Xab8fjjj8d0XkdHh7F//37jwgsvNP72t7/FdJZhGMbevXuN5uZmwzAM46abbjKWLFkSs1nt7e1ffXzLLbcYjz76aMxmGYZhRKNRY+rUqcbgwYNjOscwDGPbtm3GtGnTYj7nS62trcaUKVOMtra2uM00DMO4+OKLjZdffjmmM9atW2fMmDHDMAzDWLlypXHNNdfEbNaSJUuM+fPnG4ZhGLfffrvxxBNPxGxWb5PI3RfP3jMMdV93Mav3DCP23RfP3jMMdZ9hqOO6kzque6jjuk9P7rge+Qrv2rVrmThxIgCTJk1izZo1MZ1nt9vj8hOrL2VkZOD1egFwOBzY7bG7HbLD4fjq45aWFsrKymI2C2Dx4sWce+65WK3x+av1+uuvU1lZybx58zBifMHxNWvW4PF4OOusszjnnHP49NNPYzoPoLOzkzfeeIPKysqYzsnJyQHAMAzq6+tj+v/D1q1bGTRoEABDhgxh9erVMZvV2yRy98Wz976c8SV137Ezo/cgPt0Xz94DdR+o47qTOq57qOO6T0/uuB658NbX1xMIBAAIBoPU1dWZnCg2amtrWbVqFVOmTInpnL/85S8MHjyYl156ieLi4pjNiUajLFmyhBkzZsRsxv8vMzOTLVu28Oqrr7J//36eeeaZmM7bt28f27ZtY9myZVxyySXccsstMZ0H8OKLL1JVVRXzf2BSU1OxWq3069ePG2+8kblz58ZsVr9+/XjxxRcBWLVqFfX19TGb1ducCN0Xr94DdV93MKP3ID7dF8/eA3UfqOO6mzru+Knjuk9P7rgeufCGQiEaGhqAL8oxHA6bnKj7NTQ0MHv2bBYtWvR3P6WLhdNOO43169dz7rnn8uCDD8Zszu9+9zvOO++8uP30z+VykZSUhMViYdq0aWzYsCGm85KTkxk7dixOp5Px48ezcePGmM4DWLp0KdOnT4/5nBUrVuDxePjoo4946qmnuPbaa2M2a8qUKTidTk455RSam5vJyMiI2azeJtG7L569B+q+7mBG70F8ui+evQfqPlDHdTd13PFTx3WfntxxPXLhHTlyJCtXrgS++GaNGTPG5ETd68uTuhcsWEBpaWlMZ7W1tX31cTAYJCkpKWazNm7cyKOPPsqkSZPYvHlzzC+01NjY+NXHr776KiUlJTGdN3z48K+KcP369RQVFcV0XmdnJ2vXrmXcuHExnfOlUCgEfFH+sfypnNVq5e677+all14iJSWFs88+O2azeptE7r549h6o+7pLvHsP4tt98eo9UPeBOq47qeO6hzqu+/TojjPzBOJvct111xljx441Zs2aFZcTySdPnmxkZmYaI0eONBYtWhTTWYsXLzbC4bBRVVVlVFVVxfSk7mXLlhnjxo0zqqurjenTp391QYVYGzp0aMxnLF++3BgyZIgxduxYY/bs2UZHR0fMZ953331GZWWlUVVVZXzyyScxnbVy5Urj8ssvj+mML3V2dhozZ840xo0bZ4wYMcJ4/fXXYzZr7969RlVVlTFhwgRj4cKFMZvTWyVq98Wz9wxD3ded4tl7hhG/7otn7xmGuu9L6rjuoY7rPuq47tGTO85iGDG+0o+IiIiIiIiICXrkW5pFREREREREjpcWXhEREREREUlIWnhFREREREQkIWnhFRERERERkYSkhVdEREREREQSkhZeERERERERSUhaeEVERERERCQhaeEVU4wePZqf/exn//D3Ozs7mTt3LpWVlVx99dVf+/1bbrmFiooK1q1b1625Fi9eTEFBAc8//3y3fl0REfWeiCQydZz0VFp4Je527txJfn4+L7zwwj98zLJly8jJyWH16tW0tLSwZs2arz1m4cKFDB06tFuzzZo1i7lz53br1xQRUe+JSCJTx0lPpoVX4u7JJ5/kggsuoLi4mC1bthzxMWvXrmXixIkATJo06Yil+KXt27czatQozj33XPr378/TTz/N1KlTOemkk/jwww8BqKmpobq6mrFjx1JbWwvAI488wrBhw7jwwgupqKjo5qMUEflf6j0RSWTqOOnJ7GYHkBPPCy+8wA9+8AO8Xi9Lly7lpptu+tpj6uvrCQQCAASDQerq6r7xax48eJDXXnuNl19+mRtvvJG3336bZcuW8dhjj/Gzn/2Mhx56CK/Xyx/+8AceeOABbr31Vu6++27eeustmpqaKCgoiMWhiogA6j0RSWzqOOnJtPBKXO3atYv33nuPs846i66uLpqbm49YiqFQiIaGBuCLggyHw9/4dcvLy7HZbGRnZzNgwACsVivZ2dkcPHiQaDTKv/3bv7Fhwwba2tooLy/nwIED5Obm4nQ6CYfDFBcXx+R4RUTUeyKSyNRx0tPpLc0SV08++SS/+tWv+POf/8zKlSspKys74ltfRo4cycqVKwFYsWIFY8aM+cava7FYjvixYRhs2LCBffv2sXr1aubPn49hGEQiEXbt2kV7ezv19fVs3bq1m45QROTvqfdEJJGp46Sn08IrcfXUU09RVVX11ecTJkxg6dKlX3vcWWedxc6dO6msrMTj8TBq1KhjnllWVsbevXs57bTTWLVqFQA2m42rrrqK0aNH84Mf/ID8/Pxj/voiIt9EvSciiUwdJz2dxTAMw+wQIt/WPffcw+9//3vuv//+Y76aX0dHBw6Hg7q6OiZPnsybb77J4sWL+cUvfsFdd93F+PHjuzm1iMixU++JSCJTx0msaOEV073yyivcfPPNf/drL7/8cszn3nvvvTz99NM0NjZy2223MXny5JjPFBEB9Z6IJDZ1nPQkWnhFREREREQkIekcXhEREREREUlIWnhFREREREQkIWnhFRERERERkYSkhVdEREREREQSkhZeERERERERSUhaeEVERERERCQhaeEVERERERGRhKSFV0RERERERBLSfwNTHBIBm4UVGQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 24/inch, 6/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "norm = 'log'\n", + "a0 = np.linspace(0.0, 10.0, 201)\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.hist2d(rgb_a0['a0'], rgb_a0['ag'], bins=300, cmap='Greens', norm=norm, rasterized=True)\n", + "plt.plot(a0, Am_fit(a0, *AG_fit_coef), 'g', lw=1.2, alpha=0.7)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_G [mag]\")\n", + "plt.ylim(0.0, 7.0)\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "plt.hist2d(rgb_a0['a0'], rgb_a0['abp'], bins=300, cmap='Blues', norm=norm, rasterized=True)\n", + "plt.plot(a0, Am_fit(a0, *ABP_fit_coef), 'b', lw=1.2, alpha=0.7)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_BP [mag]\")\n", + "plt.ylim(0.0, 10.0)\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.hist2d(rgb_a0['a0'], rgb_a0['arp'], bins=300, cmap='Reds', norm=norm, rasterized=True)\n", + "plt.plot(a0, Am_fit(a0, *ARP_fit_coef), 'r', lw=1.2, alpha=0.7)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_RP [mag]\")\n", + "plt.ylim(0.0, 6.0)\n", + "\n", + "plt.show()\n", + "plt.savefig(fig_path / 'a0-am_fit.pdf')\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "5859cbff-f1d1-4d0a-9184-354d333a2b2e", + "metadata": {}, + "source": [ + "### Calculate and save the A_G map\n", + "\n", + "We will use it later." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ae572b1d-837c-4b1e-b2be-ec2ce3f77687", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ag_map = Am_fit(a0_map, *AG_fit_coef)\n", + "\n", + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 16/inch, 8/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "utils.plot_hpxmap(ag_map, title=\"A_G\")\n", + "\n", + "plt.savefig(fig_path / 'ag_map.pdf', dpi=config.pdf_dpi)\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "419107d0-c3b5-40d6-9eac-39acb975c194", + "metadata": {}, + "outputs": [], + "source": [ + "d = {}\n", + "d['ag_map'] = ag_map\n", + "# Save as a compressed archive\n", + "np.savez_compressed(cache_path / 'ag_map.npz', **d)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "52ef68f5-7adc-45ac-9493-b509ecbd7d51", + "metadata": {}, + "outputs": [], + "source": [ + "## Don't need it anymore\n", + "del(dm, rgb_a0, rgb_a0_lome)" + ] + }, + { + "cell_type": "markdown", + "id": "fed5ce33-a1dc-4542-882d-b8c411aab266", + "metadata": {}, + "source": [ + "## Make the transformation from Galactic to Galactocentric frame" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "e3c5b2c5-9946-4935-ab97-72052fa980e5", + "metadata": {}, + "outputs": [], + "source": [ + "# Use inverse parallax as a distance measure\n", + "rgb['dist'] = 1 / rgb['parallax']" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "abb07d6d-49ca-475a-b099-bbc66540b806", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sun Cartesian pos: -8.1219733661223 0.0 0.020800000000000003\n", + "Sun Cartesian vel: 12.899999999999999 245.6 7.779999999999999\n" + ] + } + ], + "source": [ + "# The Galactocentric frame\n", + "gc_frame = Galactocentric()\n", + "\n", + "# Use the default position and velocity of the Sun\n", + "# At the September 2024, the coordinates are taken from GRAVITY Collaboration et al. (2018) and Bennett & Bovy (2019);\n", + "# velocities are taken brom Drimmel & Poggio (2018), GRAVITY Collaboration et al. (2018), Reid & Brunthaler (2004)\n", + "c_sun_icrs = SkyCoord(0*u.deg, 0*u.deg, 0*u.kpc, pm_ra_cosdec=0*u.mas/u.yr, pm_dec=0*u.mas/u.yr, radial_velocity=0*u.km/u.s, frame='icrs')\n", + "c_sun_gc = c_sun_icrs.transform_to(gc_frame)\n", + "\n", + "x_sun = c_sun_gc.x.value\n", + "y_sun = c_sun_gc.y.value\n", + "z_sun = c_sun_gc.z.value\n", + "print(\"Sun Cartesian pos:\", x_sun, y_sun, z_sun)\n", + "\n", + "vx_sun = c_sun_gc.v_x.value\n", + "vy_sun = c_sun_gc.v_y.value\n", + "vz_sun = c_sun_gc.v_z.value\n", + "print(\"Sun Cartesian vel:\", vx_sun, vy_sun, vz_sun)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "7a7ae180-4d78-4f06-9e9e-be7a41555276", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'parameters': {'galcen_coord': ,\n", + " 'galcen_distance': ,\n", + " 'galcen_v_sun': ,\n", + " 'z_sun': ,\n", + " 'roll': },\n", + " 'references': {'galcen_coord': 'https://ui.adsabs.harvard.edu/abs/2004ApJ...616..872R',\n", + " 'galcen_distance': 'https://ui.adsabs.harvard.edu/abs/2018A%26A...615L..15G',\n", + " 'galcen_v_sun': ['https://ui.adsabs.harvard.edu/abs/2018RNAAS...2..210D',\n", + " 'https://ui.adsabs.harvard.edu/abs/2018A%26A...615L..15G',\n", + " 'https://ui.adsabs.harvard.edu/abs/2004ApJ...616..872R'],\n", + " 'z_sun': 'https://ui.adsabs.harvard.edu/abs/2019MNRAS.482.1417B',\n", + " 'roll': None}}" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Clickable references:\n", + "astropy.coordinates.galactocentric_frame_defaults.get_from_registry('latest')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "823eb226-ae7e-4158-a86c-ab55cdd2f141", + "metadata": {}, + "outputs": [], + "source": [ + "# Another way to define the Galactic frame when we like someone's estimate for the Sun position and velocity\n", + "#gc_frame = Galactocentric(galcen_distance=abs(x_sun)*u.kpc, z_sun=z_sun*u.kpc, galcen_v_sun=[vx_sun, vy_sun, vz_sun]*u.km/u.s)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "93a28e9d-d9cc-4fbc-b865-30e375bf0a11", + "metadata": {}, + "outputs": [], + "source": [ + "# Transfrom\n", + "# Actually we don't need velocities for our model but let them be\n", + "\n", + "c_icrs = SkyCoord(rgb['ra'].values * u.deg,\n", + " rgb['dec'].values * u.deg,\n", + " rgb['dist'].values * u.kpc,\n", + " pm_ra_cosdec=rgb['pmra'].values * u.mas/u.yr,\n", + " pm_dec=rgb['pmdec'].values * u.mas/u.yr,\n", + " radial_velocity=rgb['radial_velocity'].values * u.km/u.s,\n", + " frame='icrs')\n", + "\n", + "c_gc = c_icrs.transform_to(gc_frame)\n", + "\n", + "x = c_gc.x.to(u.kpc).value\n", + "y = c_gc.y.to(u.kpc).value\n", + "z = c_gc.z.to(u.kpc).value\n", + "\n", + "vx = c_gc.v_x.to(u.km/u.s).value\n", + "vy = c_gc.v_y.to(u.km/u.s).value\n", + "vz = c_gc.v_z.to(u.km/u.s).value\n", + "\n", + "rgb['x'], rgb['y'], rgb['z'] = x, y, z\n", + "rgb['vx'], rgb['vy'], rgb['vz'] = vx, vy, vz" + ] + }, + { + "cell_type": "markdown", + "id": "cce90191-a005-4750-a882-5736916ecde7", + "metadata": {}, + "source": [ + "## Save RGB stars catalogue" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "657ded99-992b-4b17-9b77-ec1cb6d3c284", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NaNs:\n", + "source_id 0\n", + "l 0\n", + "b 0\n", + "ra 0\n", + "dec 0\n", + "parallax 0\n", + "parallax_error 0\n", + "pmra 0\n", + "pmdec 0\n", + "radial_velocity 4982977\n", + "phot_g_mean_mag 0\n", + "phot_bp_mean_mag 0\n", + "phot_rp_mean_mag 0\n", + "mh_xgboost 0\n", + "teff_xgboost 0\n", + "logg_xgboost 0\n", + "a0 1851610\n", + "ag 1851610\n", + "abp 1851610\n", + "arp 1851610\n", + "dist 0\n", + "x 0\n", + "y 0\n", + "z 0\n", + "vx 4982977\n", + "vy 4982977\n", + "vz 4982977\n", + "dtype: int64\n", + "Columns: Index(['source_id', 'l', 'b', 'ra', 'dec', 'parallax', 'parallax_error',\n", + " 'pmra', 'pmdec', 'radial_velocity', 'phot_g_mean_mag',\n", + " 'phot_bp_mean_mag', 'phot_rp_mean_mag', 'mh_xgboost', 'teff_xgboost',\n", + " 'logg_xgboost', 'a0', 'ag', 'abp', 'arp', 'dist', 'x', 'y', 'z', 'vx',\n", + " 'vy', 'vz'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "# We don't care of NaNs in velocities or extinctions\n", + "print(\"NaNs:\")\n", + "print(rgb.isna().sum())\n", + "\n", + "print(\"Columns:\", rgb.columns)\n", + "\n", + "# The HDF5 format is fast!\n", + "columns = ['source_id', 'l', 'b', 'parallax', 'parallax_error', 'dist', 'x', 'y', 'z', 'vx', 'vy', 'vz', \\\n", + " 'phot_g_mean_mag', 'mh_xgboost']\n", + "rgb[columns].to_hdf(cache_path / 'rgb.hdf5', key='rgb', format='table', data_columns=True, mode='w', index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "618fcef7-8da6-461f-88ff-3fe1ca024e0f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/1a. Plot Kinematics.ipynb b/docs/notebooks/Aurora/1a. Plot Kinematics.ipynb new file mode 100644 index 0000000..5c54508 --- /dev/null +++ b/docs/notebooks/Aurora/1a. Plot Kinematics.ipynb @@ -0,0 +1,877 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6e6c8d8e-b253-4307-b4fc-9a7b9b3516cd", + "metadata": {}, + "source": [ + "# 0a. Plot kinematics\n", + "\n", + "For this script we need installed AGAMA code by Vasiliev (2019).\n", + "\n", + "Paper: https://ui.adsabs.harvard.edu/abs/2019MNRAS.482.1525V\n", + "\n", + "Code: http://github.com/GalacticDynamics-Oxford/Agama" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "33aa7797-5f2e-4ecd-9f36-dc00e5cd9b57", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import pathlib\n", + "import zipfile\n", + "from tqdm import tqdm\n", + "\n", + "import numpy as np\n", + "import scipy as sp\n", + "import pandas as pd\n", + "\n", + "import astropy.units as u\n", + "from astropy.coordinates import SkyCoord, Galactocentric\n", + "from astropy_healpix import HEALPix\n", + "\n", + "import agama\n", + "\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.colors import LogNorm\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import seaborn as sns\n", + "\n", + "import config\n", + "import utils" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "03c9fbe6-e69d-40d2-af97-097428b0e4ca", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "76c418ff-cd08-4c5b-ad88-adb1281351f1", + "metadata": {}, + "source": [ + "## Read in the RGB stars catalogue" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "bbae7a80-44e2-4d7e-9f39-5d381ef9844b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of stars after cleaning and selection: 17553412\n" + ] + } + ], + "source": [ + "# Use necessary columns only\n", + "columns = ['source_id', 'l', 'b', 'parallax', 'parallax_error', 'dist', 'x', 'y', 'z', 'vx', 'vy', 'vz', 'mh_xgboost']\n", + "df = pd.read_hdf(cache_path / 'rgb.hdf5', key='rgb', columns=columns)\n", + "\n", + "# Metallicity range to select\n", + "mh_lo_lim, mh_hi_lim = -3.0, 0.5\n", + "# Select stars by metallicity\n", + "mask = (mh_lo_lim <= df['mh_xgboost']) & (df['mh_xgboost'] < mh_hi_lim)\n", + "df = df[mask].copy()\n", + "\n", + "print(\"Num. of stars after cleaning and selection:\", len(df))" + ] + }, + { + "cell_type": "markdown", + "id": "8d44e5f1-c8bd-4b25-be3d-37b73adfc804", + "metadata": {}, + "source": [ + "## Download catalogue of globular clusters by Vasiliev & Baumgardt (2021)\n", + "\n", + "Paper: https://ui.adsabs.harvard.edu/abs/2021MNRAS.505.5978V\n", + "\n", + "Data: https://doi.org/10.5281/zenodo.4891252" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "3ebe4f0f-8ba7-4076-9ac4-cb7298c1f2f5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting download from https://zenodo.org/records/4891252/files/clusters.zip\n", + "File 'cache/Vasiliev2021_clusters.zip' already downloaded\n", + "Done\n" + ] + } + ], + "source": [ + "# Download\n", + "url = 'https://zenodo.org/records/4891252/files/clusters.zip'\n", + "file_name = cache_path / 'Vasiliev2021_clusters.zip'\n", + "utils.download_file(url, file_name)\n", + "\n", + "# Extract\n", + "gc_path = cache_path / file_name.stem\n", + "with zipfile.ZipFile(file_name, 'r') as zf:\n", + " zf.extractall(path=gc_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "47197480-a405-40b0-9012-d1fb1131fb6b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "len(fnames) = 170\n", + "Num. of GC stars: 2343282\n" + ] + } + ], + "source": [ + "# Read in the GCs catalogue\n", + "\n", + "fnames = [ f.name for f in (gc_path / 'catalogues').glob(f\"*.txt\") ]\n", + "print(\"len(fnames) =\", len(fnames))\n", + "\n", + "gc = pd.DataFrame()\n", + "for fname in fnames:\n", + " gc_ = pd.read_csv(gc_path / 'catalogues' / fname, delimiter='\\s+', comment='#',\n", + " names=['source_id', 'ra', 'dec', 'x', 'y', 'plx', 'pmra', 'pmdec', 'plxe', 'pmrae', 'pmdece', 'pmcorr',\n", + " 'g_mag', 'bp_rp', 'Sigma', 'qflag', 'memberprob'],\n", + " dtype={'source_id': int, 'qflag': int})\n", + " gc = pd.concat([gc, gc_[['source_id', 'memberprob']]], ignore_index=True)\n", + "print(\"Num. of GC stars:\", len(gc))\n" + ] + }, + { + "cell_type": "markdown", + "id": "a06b88fb-07fb-46f7-9452-ee6b60cfef4e", + "metadata": {}, + "source": [ + "## Clean RGB catalogue" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "8339c3ee-71aa-4d94-af2e-184dc4ea1f02", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of stars after cleaning: 12573822\n" + ] + } + ], + "source": [ + "# Clean-out NaNs\n", + "mask = df['vx'].isna() | df['vy'].isna() | df['vz'].isna()\n", + "df = df[~mask].copy()\n", + "print(\"Num. of stars after cleaning:\", len(df))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "df6533ff-4a70-4ed9-a264-af4ba3d7ebb5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'\\n# Some cleaning\\n\\n# Use more strict parallaxes\\nmask = df[\\'parallax\\'] > 10*df[\\'parallax_error\\']\\ndf = df[mask].copy()\\n\\n# Remove the very Galactic plane\\nmask = np.abs(df[\\'b\\']) < 10.0\\ndf = df[~mask].copy()\\n\\nmask = np.fabs(df[\\'z\\']) < 2.5\\ndf = df[mask].copy()\\n\\nprint(\"Num. of stars after more cleaning:\", len(df))\\n'" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"\"\"\n", + "# More cleaning\n", + "\n", + "# Use more strict parallaxes\n", + "mask = df['parallax'] > 10*df['parallax_error']\n", + "df = df[mask].copy()\n", + "\n", + "# Remove the very Galactic plane\n", + "mask = np.abs(df['b']) < 10.0\n", + "df = df[~mask].copy()\n", + "\n", + "mask = np.fabs(df['z']) < 2.5\n", + "df = df[mask].copy()\n", + "\n", + "print(\"Num. of stars after more cleaning:\", len(df))\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "0c70c99f-e22e-40c3-9d81-0227accac41f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of stars after SMC+LMC cut: 12539107\n" + ] + } + ], + "source": [ + "# Cut SMC and LMC\n", + "\n", + "# SMC\n", + "co = SkyCoord(16.26*u.deg, -72.42*u.deg, frame='icrs')\n", + "l0, b0 = co.galactic.l.value, co.galactic.b.value\n", + "mask = np.sqrt((df['l']-l0)**2 + (df['b']-b0)**2) < 8.0\n", + "df = df[~mask].copy()\n", + "\n", + "# LMC\n", + "co = SkyCoord(78.77*u.deg, -69.01*u.deg, frame='icrs')\n", + "l0, b0 = co.galactic.l.value, co.galactic.b.value\n", + "mask = np.sqrt((df['l']-l0)**2 + (df['b']-b0)**2) < 12.0\n", + "df = df[~mask].copy()\n", + "\n", + "print(\"Num. of stars after SMC+LMC cut:\", len(df))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "0c77927f-6c0b-412d-8466-760cd5f3e4a7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of stars after GC cut: 12524006\n" + ] + } + ], + "source": [ + "# Cut GC stars\n", + "mask = ~df['source_id'].isin(gc['source_id'])\n", + "df = df[mask].copy()\n", + "print(\"Num. of stars after GC cut:\", len(df))" + ] + }, + { + "cell_type": "markdown", + "id": "85328d63-dec2-4ae2-9682-d7bc344ae322", + "metadata": {}, + "source": [ + "## Calculate kinematics" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "d47552a8-e9ef-4959-8364-085306f2789e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "E ...\n", + "periapo ...\n", + "rcirc ...\n", + "tcirc ...\n" + ] + } + ], + "source": [ + "kinem_path = cache_path / 'rgb_kinem.hdf5'\n", + "\n", + "if os.path.exists(kinem_path):\n", + " df = pd.read_hdf(kinem_path, key='rgb')\n", + " print(df.columns)\n", + "\n", + "else:\n", + " pot = agama.Potential(str(cache_path / 'MWPotentialHunter24_rotating.ini'))\n", + "\n", + " # Galactocentric distance in the Spherical coordinates\n", + " #df['r'] = np.sqrt(df['x']**2 + df['y']**2 + df['z']**2)\n", + " # Galactocentric distance in the Cylindrical coordinates\n", + " df['R'] = np.sqrt(df['x']**2 + df['y']**2)\n", + " # Galactocentric velocities in Cylindrical coordinates\n", + " df['vR'] = (df['x']*df['vx'] + df['y']*df['vy']) / df['R']\n", + " df['vphi'] = -(df['x']*df['vy'] - df['y']*df['vx']) / df['R']\n", + " # Angular momentum\n", + " df['Lz'] = df['R'] * df['vphi']\n", + "\n", + " num_threads = 12 # Set this parameter according to your PC\n", + " with agama.setNumThreads(num_threads):\n", + " print(\"E ...\")\n", + " df['E'] = 0.5*(df['vx']**2 + df['vy']**2 + df['vz']**2) + pot.potential(df[['x', 'y', 'z']])\n", + " print(\"periapo ...\")\n", + " periapo = pot.Rperiapo(df[['E', 'Lz']])\n", + " df['peri'] = periapo[:,0]\n", + " df['apo'] = periapo[:,1]\n", + " print(\"rcirc ...\")\n", + " df['rcirc'] = pot.Rcirc(E=df['E'])\n", + " print(\"tcirc ...\")\n", + " df['tcirc'] = pot.Tcirc(df['E'])\n", + "\n", + " # Angular momentum on circular orbits\n", + " df['Lc'] = 2*np.pi*df['rcirc']**2 / df['tcirc']\n", + " df['eta'] = df['Lz']/df['Lc']\n", + "\n", + " # Eccentricity\n", + " x = df['apo']/df['peri']\n", + " df['ecc'] = (x - 1) / (x + 1)\n", + "\n", + " # Save kinematics\n", + " df.to_hdf(kinem_path, key='rgb', mode='w', index=False)" + ] + }, + { + "cell_type": "markdown", + "id": "fc71caa9-e0e2-424e-b187-6f5f41344965", + "metadata": {}, + "source": [ + "## Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "d5590ce0-ec84-4812-9fa2-59b7a5d5f38e", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_hist2d(df, x, y, map_, x_edges, y_edges, ax=None, colnorm=True, maskzeros=True, cb=False, **kwargs):\n", + " if ax is None:\n", + " ax = plt.gca()\n", + " tmp = df.groupby([x, y], observed=False).agg(val=map_)\n", + " val = pd.DataFrame(tmp).reset_index().pivot(index=y, columns=x, values='val').astype(float).values\n", + " if colnorm:\n", + " val_min = val.min(axis=0)[np.newaxis,:]\n", + " val_max = val.max(axis=0)[np.newaxis,:]\n", + " val = (val - val_min) / (val_max - val_min)\n", + " if maskzeros:\n", + " val[np.where(val == 0)] = np.nan\n", + " im = ax.pcolormesh(x_edges, y_edges, val, rasterized=True, **kwargs)\n", + " if cb:\n", + " plt.colorbar(im, ax=ax)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "d2d35daf-1536-4f38-b4d8-57053e2de897", + "metadata": {}, + "outputs": [], + "source": [ + "# Bin\n", + "\n", + "mask = df['ecc'].isna()\n", + "df = df[~mask].copy()\n", + "\n", + "mh_nbins = 91\n", + "other_nbins = 61\n", + "\n", + "df['mh_'], mh_edges = pd.cut(df['mh_xgboost'], bins=mh_nbins, retbins=True)\n", + "df['Lz_'], Lz_edges = pd.cut(df['Lz']/1e3, bins=np.linspace(-2.0, 4.0, other_nbins), retbins=True)\n", + "df['E_'], E_edges = pd.cut(df['E']/1e5, bins=np.linspace(-2.4, -0.8, other_nbins), retbins=True)\n", + "df['eta_'], eta_edges = pd.cut(df['eta'], bins=np.linspace(-1.0, 1.0, other_nbins), retbins=True)\n", + "#df['apo_'], apo_edges = pd.cut(df['apo'], bins=np.linspace(0.0, 10**1.5, other_nbins), retbins=True)\n", + "#df['apo_'], apo_edges = pd.cut(df['apo'], bins=np.logspace(np.log10(0.5), 1.5, other_nbins), retbins=True)\n", + "df['apo_'], apo_edges = pd.cut(df['apo'], bins=np.logspace(np.log10(2.33), 1.5, other_nbins), retbins=True)\n", + "df['ecc_'], ecc_edges = pd.cut(df['ecc'], bins=np.linspace(0.0, 1.0, other_nbins), retbins=True)" + ] + }, + { + "cell_type": "markdown", + "id": "82508fb0-1b13-48e6-afbe-b62afd899946", + "metadata": {}, + "source": [ + "### [M/H] vs kinematics" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "18d6bf3c-53c5-47c6-9616-4e251603c9a5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_ = df\n", + "#mask = df['parallax_over_error'] > 10\n", + "#df_ = df[mask]\n", + "\n", + "\n", + "plt.rc('font', size=5.0)\n", + "inch = 2.54 ## cm\n", + "#width, height = 17/inch, 5.69/inch\n", + "width, height = 17/inch, 3.5/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "plt.subplot(1, 4, 1)\n", + "cmap = 'gist_heat_r'\n", + "plot_hist2d(df_, 'mh_', 'Lz_', ('mh_', 'size'), mh_edges, Lz_edges, cmap=cmap)\n", + "#plt.axvline(0.45, ls=':', lw=0.5, c='m')\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$L_z$ [$10^3\\times$ kpc km s$^{-1}$]\")\n", + "\n", + "plt.subplot(1, 4, 2)\n", + "#cmap = sns.color_palette('rocket_r', as_cmap=True)\n", + "cmap = sns.cubehelix_palette(start=2, rot=0, dark=0, light=1.0, as_cmap=True)\n", + "plot_hist2d(df_, 'mh_', 'eta_', ('mh_', 'size'), mh_edges, eta_edges, cmap=cmap)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$L_z/L_\\mathrm{c}$\")\n", + "\n", + "plt.subplot(1, 4, 3)\n", + "#cmap = 'cubehelix_r'\n", + "#cmap = sns.color_palette('mako_r', as_cmap=True)\n", + "#cmap = sns.color_palette(\"Blues\", as_cmap=True)\n", + "cmap = sns.color_palette(\"ch:start=.1,rot=-.3,light=1.0\", as_cmap=True)\n", + "plot_hist2d(df_, 'mh_', 'apo_', ('mh_', 'size'), mh_edges, apo_edges, cmap=cmap)\n", + "#plt.axvline(0.45, ls=':', lw=0.5, c='m')\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$r_\\mathrm{apo}$ [kpc]\")\n", + "plt.yscale('log')\n", + "\n", + "plt.subplot(1, 4, 4)\n", + "cmap = 'gist_yarg'\n", + "plot_hist2d(df_, 'mh_', 'ecc_', ('mh_', 'size'), mh_edges, ecc_edges, cmap=cmap)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$e$\")\n", + "\n", + "plt.savefig(fig_path / 'data-kinem-mh.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "1b7c732e-fb89-4a45-914f-342e46887987", + "metadata": {}, + "source": [ + "### [M/H] vs kinematics splitted by R" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "aae57ce8-9273-4752-acf8-75d504a7d314", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_row(df_, axrow):\n", + "\n", + " ax_ = axrow[0]\n", + " hist, lz_edges, mh_edges = np.histogram2d(df_['Lz']/1e3, df_['mh_xgboost'], range=((-2.0, 4.0), (-3.0, 0.5)), bins=(60, 90))\n", + " hist_min = hist.min(axis=0)[np.newaxis,:]\n", + " hist_max = hist.max(axis=0)[np.newaxis,:]\n", + " hist = (hist - hist_min) / (hist_max - hist_min)\n", + " cmap = 'gist_heat_r'\n", + " ax_.pcolormesh(mh_edges, lz_edges, hist, cmap=cmap, alpha=0.9, rasterized=True)\n", + " ax_.xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + " ax_.set_ylabel(r\"$L_z$ [$10^3\\times$ kpc km s$^{-1}$]\")\n", + "\n", + " ax_ = axrow[1]\n", + " hist, lzlc_edges, mh_edges = np.histogram2d(df_['Lz']/df_['Lc'], df_['mh_xgboost'], range=((-1.0, 1.0), (-3.0, 0.5)), bins=(60, 90))\n", + " hist_min = hist.min(axis=0)[np.newaxis,:]\n", + " hist_max = hist.max(axis=0)[np.newaxis,:]\n", + " hist = (hist - hist_min) / (hist_max - hist_min)\n", + " cmap = sns.cubehelix_palette(start=2, rot=0, dark=0, light=1.0, as_cmap=True)\n", + " ax_.pcolormesh(mh_edges, lzlc_edges, hist, cmap=cmap, rasterized=True)\n", + " ax_.xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + " ax_.set_ylabel(r\"$L_z/L_\\mathrm{c}$\")\n", + "\n", + " ax_ = axrow[2]\n", + " hist, rapo_edges, mh_edges = np.histogram2d(df_['apo'], df_['mh_xgboost'], range=((0.0, 20.0), (-3.0, 0.5)), bins=(60, 90))\n", + " hist_min = hist.min(axis=0)[np.newaxis,:]\n", + " hist_max = hist.max(axis=0)[np.newaxis,:]\n", + " hist = (hist - hist_min) / (hist_max - hist_min)\n", + " cmap = sns.color_palette(\"ch:start=.1,rot=-.3,light=1.0\", as_cmap=True)\n", + " ax_.pcolormesh(mh_edges, rapo_edges, hist, cmap=cmap, rasterized=True)\n", + " ax_.xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + " ax_.set_ylabel(r\"$r_\\mathrm{apo}$ [kpc]\")\n", + "\n", + " ax_ = axrow[3]\n", + " hist, rapo_edges, mh_edges = np.histogram2d(df_['ecc'], df_['mh_xgboost'], range=((0.0, 1.0), (-3.0, 0.5)), bins=(60, 90))\n", + " hist_min = hist.min(axis=0)[np.newaxis,:]\n", + " hist_max = hist.max(axis=0)[np.newaxis,:]\n", + " hist = (hist - hist_min) / (hist_max - hist_min)\n", + " cmap = 'gist_yarg'\n", + " ax_.pcolormesh(mh_edges, rapo_edges, hist, cmap=cmap, rasterized=True)\n", + " ax_.xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + " ax_.set_ylabel(r\"eccentricity\")\n", + "\n", + "\n", + "r_cut1, r_cut2 = 3.0, 4.0\n", + "\n", + "\n", + "plt.rc('font', size=5.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 17/inch, 10/inch\n", + "#plt.figure(figsize=(width, height), layout='constrained')\n", + "_, ax = plt.subplots(3, 4, figsize=(width, height), layout='constrained')\n", + "\n", + "mask = df['R'] < r_cut1\n", + "plot_row(df[mask], ax[0])\n", + "ax[0,0].annotate(r\"$R < {}$ kpc\".format(r_cut1), xy=(0.1, 0.85), xycoords='axes fraction')\n", + "\n", + "mask = (r_cut1 <= df['R']) & (df['R'] < r_cut2)\n", + "plot_row(df[mask], ax[1])\n", + "ax[1,0].annotate(r\"${} \\leq R < {}$ kpc\".format(r_cut1, r_cut2), xy=(0.1, 0.85), xycoords='axes fraction')\n", + "\n", + "mask = r_cut2 <= df['R']\n", + "plot_row(df[mask], ax[2])\n", + "ax[2,0].annotate(r\"${} \\leq R$ kpc\".format(r_cut2), xy=(0.1, 0.85), xycoords='axes fraction')\n", + "\n", + "for ax_ in ax[-1]:\n", + " ax_.set_xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "\n", + "\n", + "plt.savefig(fig_path / 'data-kinem-mh-rsplit.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "37433e1c-d88f-46ac-9f4f-76d4dd7a48c5", + "metadata": {}, + "source": [ + "### [M/H] vs kinematics colored by log10(rapo)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "066777cd-2e3f-475e-8fe8-f6591bd72887", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "log10median = lambda x : np.median(np.log10(x))\n", + "\n", + "\n", + "mask = df['apo'] < 10**1.5\n", + "#mask &= df['parallax_over_error'] > 10\n", + "df_ = df[mask]\n", + "\n", + "plt.rc('font', size=5.0)\n", + "inch = 2.54 ## cm\n", + "#width, height = 17/inch, 5.69/inch\n", + "width, height = 17/inch, 3.5/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "cmap = 'jet'\n", + "\n", + "plt.subplot(1, 4, 1)\n", + "plot_hist2d(df_, 'mh_', 'Lz_', ('apo', log10median), mh_edges, Lz_edges, cmap=cmap, colnorm=False, cb=True)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$L_z$ [$10^3\\times$ kpc km s$^{-1}$]\")\n", + "\n", + "plt.subplot(1, 4, 2)\n", + "plot_hist2d(df_, 'mh_', 'eta_', ('apo', log10median), mh_edges, eta_edges, cmap=cmap, colnorm=False, cb=True)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$L_z/L_\\mathrm{c}$\")\n", + "\n", + "plt.subplot(1, 4, 3)\n", + "cmap_ = sns.color_palette(\"ch:start=.1,rot=-.3,light=1.0\", as_cmap=True)\n", + "plot_hist2d(df_, 'mh_', 'apo_', ('mh_', 'size'), mh_edges, apo_edges, cmap=cmap_)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$r_\\mathrm{apo}$ [kpc]\")\n", + "plt.yscale('log')\n", + "\n", + "plt.subplot(1, 4, 4)\n", + "plot_hist2d(df_, 'mh_', 'ecc_', ('apo', log10median), mh_edges, ecc_edges, cmap=cmap, colnorm=False, cb=True)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$e$\")\n", + "\n", + "plt.savefig(fig_path / 'data-kinem-mh-logapocolor.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "8e7abbbe-53b4-4c2e-9678-c9ed325dc74e", + "metadata": {}, + "source": [ + "### L_z/L_c vs rapo" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "57a697b8-2804-432d-aeb8-c550b1a5a609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mask = (-2.0 < df['mh_xgboost']) & (df['mh_xgboost'] <= -1.5)\n", + "#mask &= df['parallax_over_error'] > 10\n", + "df_ = df[mask]\n", + "\n", + "plt.figure()\n", + "\n", + "plot_hist2d(df_, 'apo_', 'eta_', ('apo_', 'size'), apo_edges, eta_edges, cmap='gist_heat_r')\n", + "plt.xlabel(r\"$r_\\mathrm{apo}$ [kpc]\")\n", + "plt.xscale('log')\n", + "plt.ylabel(r\"$L_z/L_\\mathrm{c}$\")\n", + "\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "ccb6e686-7e4c-4f52-8b94-2316c4e76bd6", + "metadata": {}, + "source": [ + "### Kinematics diagram" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "4f1cc845-91a9-433c-afd7-0e82c1fcd75b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=5.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 17/inch, 4.75/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "#\n", + "# eta vs [M/H]\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "\n", + "df_ = df\n", + "\n", + "ax = plt.gca()\n", + "cmap = 'gist_yarg'\n", + "cmap = 'gist_heat_r'\n", + "cmap = sns.color_palette(\"rocket_r\", as_cmap=True)\n", + "plot_hist2d(df_, 'mh_', 'eta_', ('mh_', 'size'), mh_edges, eta_edges, ax=ax, cmap=cmap, maskzeros=False)\n", + "plt.xlabel(r\"$[\\mathrm{M}/\\mathrm{H}]$\")\n", + "plt.xlim(-3.0, 0.5)\n", + "plt.gca().xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.5))\n", + "plt.ylabel(r\"$L_z/L_\\mathrm{c}\\;|\\;[\\mathrm{M}/\\mathrm{H}]$\")\n", + "\n", + "\n", + "#\n", + "# eta vs r_apo\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "ax = plt.gca()\n", + "\n", + "mh_lo_lim_, mh_hi_lim_ = -2.0, -1.5\n", + "#mh_lo_lim_, mh_hi_lim_ = -3.0, -2.0\n", + "mask = (mh_lo_lim_ < df['mh_xgboost']) & (df['mh_xgboost'] <= mh_hi_lim_) & (df['apo'] < 10**1.5)\n", + "#mask &= df['parallax_over_error'] > 10\n", + "df_ = df[mask]\n", + "\n", + "# All\n", + "cmap = 'gist_yarg'\n", + "plot_hist2d(df_, 'apo_', 'eta_', ('apo_', 'size'), apo_edges, eta_edges, ax=ax, cmap=cmap, colnorm=False)\n", + "\n", + "# Aurora\n", + "mask = df_['apo'] < 10.0\n", + "df__ = df_[mask]\n", + "cmap = sns.color_palette(\"ch:start=0.1,rot=-0.3,dark=0.1,light=0.85\", as_cmap=True)\n", + "plot_hist2d(df__, 'apo_', 'eta_', ('apo_', 'size'), apo_edges, eta_edges, ax=ax, cmap=cmap, colnorm=False)\n", + "\n", + "# GSE\n", + "mask = (6.0 < df_['apo']) & (df_['apo'] < 35.0) & (-0.25 < df_['eta']) & (df_['eta'] < 0.25)\n", + "df__ = df_[mask]\n", + "cmap = sns.cubehelix_palette(start=2, rot=0, dark=0.0, light=0.75, as_cmap=True)\n", + "plot_hist2d(df__, 'apo_', 'eta_', ('apo_', 'size'), apo_edges, eta_edges, ax=ax, cmap=cmap, alpha=0.7, colnorm=False)\n", + "\n", + "# Captured\n", + "mask = (0.95 < np.log10(df_['apo'])) & (np.log10(df_['apo']) < 1.05) & (0.5 < df_['eta']) & (df_['eta'] < 0.8)\n", + "df__ = df_[mask]\n", + "cmap = sns.cubehelix_palette(dark=0.1, light=0.75, as_cmap=True)\n", + "plot_hist2d(df__, 'apo_', 'eta_', ('apo_', 'size'), apo_edges, eta_edges, ax=ax, cmap=cmap, alpha=0.7, colnorm=False)\n", + "\n", + "ax.set_xlabel(r\"$r_\\mathrm{apo}$ [kpc]\")\n", + "ax.set_xscale('log')\n", + "ax.set_ylabel(r\"$L_z/L_\\mathrm{c}$\")\n", + "\n", + "\n", + "#\n", + "# E vs L_z\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "ax = plt.gca()\n", + "\n", + "# All\n", + "cmap = 'gist_yarg'\n", + "plot_hist2d(df_, 'Lz_', 'E_', ('Lz_', 'size'), Lz_edges, E_edges, ax=ax, cmap=cmap, colnorm=False)\n", + "\n", + "# Aurora\n", + "mask = df_['apo'] < 10.0\n", + "df__ = df_[mask]\n", + "cmap = sns.color_palette(\"ch:start=0.1,rot=-0.3,dark=0.1,light=0.85\", as_cmap=True)\n", + "plot_hist2d(df__, 'Lz_', 'E_', ('Lz_', 'size'), Lz_edges, E_edges, ax=ax, cmap=cmap, colnorm=False)\n", + "\n", + "# GSE\n", + "mask = (6.0 < df_['apo']) & (df_['apo'] < 35.0) & (-0.25 < df_['eta']) & (df_['eta'] < 0.25)\n", + "df__ = df_[mask]\n", + "cmap = sns.cubehelix_palette(start=2, rot=0, dark=0.0, light=0.75, as_cmap=True)\n", + "plot_hist2d(df__, 'Lz_', 'E_', ('Lz_', 'size'), Lz_edges, E_edges, ax=ax, cmap=cmap, alpha=0.7, colnorm=False)\n", + "\n", + "# Captured\n", + "mask = (0.95 < np.log10(df_['apo'])) & (np.log10(df_['apo']) < 1.05) & (0.5 < df_['eta']) & (df_['eta'] < 0.8)\n", + "df__ = df_[mask]\n", + "cmap = sns.cubehelix_palette(dark=0.1, light=0.75, as_cmap=True)\n", + "plot_hist2d(df__, 'Lz_', 'E_', ('Lz_', 'size'), Lz_edges, E_edges, ax=ax, cmap=cmap, alpha=0.7, colnorm=False)\n", + "\n", + "ax.set_xlabel(r\"$L_z$ [$10^3\\times$ kpc km s$^{-1}$]\")\n", + "plt.xlim(-2.0, 2.0)\n", + "ax.set_ylabel(r\"$E$ [$10^5\\times$ km$^2$ s$^{-2}$]\")\n", + "\n", + "# Plot the decision boundary to separate stars into accreted (high energy) and Aurora (in-situ, low energy populations)\n", + "# Belokurov, Kravtsov (2023) https://arxiv.org/abs/2306.00060\n", + "\n", + "Lz = np.linspace(-2.0, 2.0, 200)\n", + "\n", + "E = np.empty_like(Lz)\n", + "#\n", + "mask = Lz <= -0.58\n", + "E[mask] = -1.3\n", + "#\n", + "mask = (-0.58 < Lz) & (Lz < 0.58)\n", + "E[mask] = -1.4 + 0.3*Lz[mask]**2\n", + "#\n", + "mask = Lz > 0.58\n", + "E[mask] = -1.325 + 0.075*Lz[mask]**2\n", + "\n", + "ax.plot(Lz, E, ':k')\n", + "\n", + "\n", + "plt.savefig(fig_path / 'data-kinem-all.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a4318ddc-a955-4fe5-a06e-df7d7191d23a", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + 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Kurbatov" Date: Wed, 25 Sep 2024 17:02:49 +0100 Subject: [PATCH 2/4] More scripts --- .../Aurora/2. XP selection function.ipynb | 385 +++++++++++ .../notebooks/Aurora/3. Parallax errors.ipynb | 617 ++++++++++++++++++ docs/notebooks/Aurora/fig/data-plxerr-fit.pdf | Bin 0 -> 38094 bytes docs/notebooks/Aurora/fig/data-plxerr.png | Bin 0 -> 291020 bytes 4 files changed, 1002 insertions(+) create mode 100644 docs/notebooks/Aurora/2. XP selection function.ipynb create mode 100644 docs/notebooks/Aurora/3. Parallax errors.ipynb create mode 100644 docs/notebooks/Aurora/fig/data-plxerr-fit.pdf create mode 100644 docs/notebooks/Aurora/fig/data-plxerr.png diff --git a/docs/notebooks/Aurora/2. XP selection function.ipynb b/docs/notebooks/Aurora/2. XP selection function.ipynb new file mode 100644 index 0000000..731ac55 --- /dev/null +++ b/docs/notebooks/Aurora/2. XP selection function.ipynb @@ -0,0 +1,385 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f3f35c70", + "metadata": {}, + "source": [ + "# 3. XP selection function" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "dbac36a3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n" + ] + } + ], + "source": [ + "import os\n", + "import pathlib\n", + "\n", + "import numpy as np\n", + "from scipy.special import expit, logit\n", + "\n", + "from astroquery.gaia import Gaia\n", + "from astropy_healpix import HEALPix\n", + "from astropy.coordinates import SkyCoord\n", + "import healpy as hp\n", + "\n", + "import gaiaunlimited\n", + "\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import config" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2bab3b62-6b07-4de1-8f2f-5c1a0265e9b5", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "e2adac20-8ab6-47c2-aed2-7f0b51946d8a", + "metadata": {}, + "source": [ + "## Query subsample statistics\n", + "\n", + "See examples at `docs/notebooks/SubsampleSF_Tutorial.ipynb` and `docs/notebooks/SubsampleSF_HMLE_Tutorial.ipynb`" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "56a28f66-a06a-4ea9-9683-1cc5d766b599", + "metadata": {}, + "outputs": [], + "source": [ + "Gaia.MAIN_GAIA_TABLE = 'gaiadr3.gaia_source'\n", + "inDict = {'healpix': config.hpx_order,\n", + " 'phot_g_mean_mag': [config.G_min, config.G_max, config.dG]}" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "863ae780-f2c7-447a-83ad-2ef627e60c4e", + "metadata": {}, + "outputs": [], + "source": [ + "# Store the collected data in the local directory\n", + "os.environ['GAIAUNLIMITED_DATADIR'] = str(cache_path)\n", + "# The queried table will be stored at cache_path/file_stem+'.csv'\n", + "file_stem = 'dr3_xp_stats'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1a1f0974-9532-4a1e-aef6-7f4ece7ae107", + "metadata": {}, + "outputs": [], + "source": [ + "# The query is long, possibly need to login\n", + "Gaia.login()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f650df88-3073-49c9-9a9a-2f9e6fd7d570", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Empty slice in phot_g_mean_mag, filling with nan\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/kurbatov/GaiaUnlimited/2024 Hierarchical Selection/gaiaunlimited.git/src/gaiaunlimited/selectionfunctions/subsample.py:29: FutureWarning: The return type of `Dataset.dims` will be changed to return a set of dimension names in future, in order to be more consistent with `DataArray.dims`. To access a mapping from dimension names to lengths, please use `Dataset.sizes`.\n", + " if ds.dims.keys() - set([\"ipix\"]) == {\"g\", \"c\"}:\n", + "/home/kurbatov/GaiaUnlimited/2024 Hierarchical Selection/gaiaunlimited.git/src/gaiaunlimited/selectionfunctions/subsample.py:32: FutureWarning: The return type of `Dataset.dims` will be changed to return a set of dimension names in future, in order to be more consistent with `DataArray.dims`. To access a mapping from dimension names to lengths, please use `Dataset.sizes`.\n", + " diff = set(ds[\"logitp\"].dims) - ds.dims.keys()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 39.5 s, sys: 3.59 s, total: 43 s\n", + "Wall time: 42.1 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "# It takes ~50 mins from a fresh run\n", + "xp_stats \\\n", + " = gaiaunlimited.subsample.SubsampleSelectionFunctionHMLE(subsample_query='has_xp_continuous', \\\n", + " file_name=file_stem, hplevel_and_binning=inDict, z=1.96)" + ] + }, + { + "cell_type": "markdown", + "id": "c7e09320-ee5d-4786-a449-4d0f005559d1", + "metadata": {}, + "source": [ + "## Estimate the efficiency\n", + "\n", + "In the Aurora application, we don't need the Binomial-conditioned MLE or the Hierarchical MLE." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a8be0925-daa9-4b1c-bc1b-07b91b042410", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_811394/3384576702.py:20: RuntimeWarning: invalid value encountered in divide\n", + " prb_xp_avg = np.where(n_ > 0, k_ / n_, 0.0)\n" + ] + } + ], + "source": [ + "# Hereinafter the Aurora model will use teh pixelization level 5\n", + "hpx_order = 5\n", + "hpx_nside = 2**hpx_order\n", + "hpx_npix = 12 * 4**hpx_order\n", + "\n", + "ds = xp_stats.hds[hpx_order]\n", + "G = ds['phot_g_mean_mag_'].values\n", + "n = ds['n'].values\n", + "k = ds['k'].values\n", + "\n", + "# Use simple MLE\n", + "denom = n.copy().astype(float)\n", + "denom[n == 0] = np.inf\n", + "prb_xp = k / denom\n", + "prb_xp_sky = np.nansum(k, axis=1) / np.nansum(n, axis=1)\n", + "#prb_xp_avg = prb_xp.mean(axis=0)\n", + "\n", + "k_ = k.sum(axis=0)\n", + "n_ = n.sum(axis=0)\n", + "prb_xp_avg = np.where(n_ > 0, k_ / n_, 0.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d89cb55f-e2bd-4ca2-96b6-b03d193c0278", + "metadata": {}, + "outputs": [], + "source": [ + "# Smooth the SF with Gaussian window\n", + "\n", + "width = 2.0\n", + "window = sp.signal.windows.gaussian(G.size, std=width) / (np.sqrt(2*np.pi)*width)\n", + "prb_xp_smo = np.empty_like(prb_xp)\n", + "for hpx in range(hpx_npix):\n", + " prb_xp_smo[hpx] = sp.signal.convolve(prb_xp[hpx], window, mode='same')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "937f469f-c4a4-4d9e-8e18-c8a0fd462e37", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the sky maps off the `hds` list\n", + "\n", + "# Collect the total number of sources inside every healpix, _regardless their magnitudes_ (the summation over the last axis is for that)\n", + "n_ = ds['n'].sum(axis=-1)\n", + "k_ = ds['k'].sum(axis=-1)\n", + "\n", + "coords_of_centers = gaiaunlimited.utils.get_healpix_centers(hpx_order)\n", + "\n", + "# We need to do this in order to harmonize the healpix enumeration scheme\n", + "ipix = gaiaunlimited.utils.coord2healpix(coords_of_centers, 'icrs', nside=hp.order2nside(hpx_order), nest=True)\n", + "n_ = n_[ipix]\n", + "k_ = k_[ipix]\n", + "\n", + "plt.figure()\n", + "hp.mollview(k_, hold=True, norm='log', cmap='inferno', title=\"No. stars per healpix that have XP spectrum\", coord='CG')\n", + "plt.show()\n", + "plt.close()\n", + "\n", + "plt.figure()\n", + "hp.mollview(k_/n_, hold=True, cmap='inferno', title=\"Maximum likelihood estimate for the completeness of subsample\", coord='CG')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "1b43462d-9c15-48d8-aba0-9a9106590de3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ipix: [4807 1913]\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot piercings along two directions\n", + "#\n", + "# NB: This is the simple MLE\n", + "#\n", + "\n", + "plt.rc('font', size=8.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 17/inch, 15/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "plt.suptitle(f\"MLE for the Subsample SF of XP/GS at HEALPix level {hpx_order}\")\n", + "\n", + "prop_cycle = plt.rcParams['axes.prop_cycle']\n", + "colors = prop_cycle.by_key()['color']\n", + "alpha = 0.8\n", + "\n", + "l = [ 75, 135]\n", + "b = [-45, 41]\n", + "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", + "healpix = HEALPix(nside=hp.order2nside(hpx_order), order='nested', frame='icrs')\n", + "ipix = healpix.skycoord_to_healpix(co)\n", + "print(\"ipix:\", ipix)\n", + "\n", + "for i, hpx in enumerate(ipix):\n", + " plt.subplot(2, 2, 1+i)\n", + " plt.title(f\"(l,b) = ({co[i].l.deg}, {co[i].b.deg}) [deg]\")\n", + " plt.plot(G, n[hpx], color=colors[0], alpha=alpha, label=\"n\")\n", + " plt.plot(G, k[hpx], color=colors[1], alpha=alpha, label=\"k\")\n", + " plt.legend(frameon=False)\n", + " plt.xlabel(\"$G$ [mag]\")\n", + " plt.yscale('log')\n", + " plt.ylim(ymin=1)\n", + "\n", + " plt.subplot(2, 2, 2+1+i)\n", + " plt.plot(G, prb_xp_avg, color='grey', alpha=alpha)\n", + " plt.plot(G, prb_xp[hpx], color=colors[1], alpha=alpha, label=\"MLE\")\n", + " plt.plot(G, prb_xp_smo[hpx], color=colors[0], alpha=alpha, label=\"Smoothed MLE\")\n", + " #plt.legend(frameon=False)\n", + " plt.xlabel(\"$G$ [mag]\")\n", + " plt.ylim(ymin=-0.04)\n", + "\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "62e2d99d-f0e3-4003-8f91-f536bd7dc2fd", + "metadata": {}, + "source": [ + "# Save the XP selection function" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "977a2b2a-3f58-4b45-bb62-85213d85bf05", + "metadata": {}, + "outputs": [], + "source": [ + "d = {}\n", + "d['nside'] = hpx_nside\n", + "d['G_'] = config.G_bins\n", + "d['prb_xp'] = prb_xp\n", + "d['prb_xp_smo'] = prb_xp_smo\n", + "d['prb_xp_sky'] = prb_xp_sky\n", + "fpath = cache_path / f\"sf_xp_hpx{hpx_order}_g.npz\"\n", + "np.savez_compressed(fpath, **d)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c89a6540-863a-4001-961f-8a54176d09f7", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/3. Parallax errors.ipynb b/docs/notebooks/Aurora/3. Parallax errors.ipynb new file mode 100644 index 0000000..1879c6a --- /dev/null +++ b/docs/notebooks/Aurora/3. Parallax errors.ipynb @@ -0,0 +1,617 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6e6c8d8e-b253-4307-b4fc-9a7b9b3516cd", + "metadata": {}, + "source": [ + "# 3. Parallax errors" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "33aa7797-5f2e-4ecd-9f36-dc00e5cd9b57", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n" + ] + } + ], + "source": [ + "import os\n", + "import pathlib\n", + "\n", + "import numpy as np\n", + "from scipy.interpolate import splrep, splev, BSpline\n", + "import pandas as pd\n", + "\n", + "from astroquery.gaia import Gaia\n", + "\n", + "import config" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "03c9fbe6-e69d-40d2-af97-097428b0e4ca", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "76c418ff-cd08-4c5b-ad88-adb1281351f1", + "metadata": {}, + "source": [ + "## Query Gaia EDR3 `gaia_source' table\n", + "\n", + "ADQL Coocbook: https://www.gaia.ac.uk/data/gaia-data-release-1/adql-cookbook\n", + "\n", + "ADQL manual: https://www.ivoa.net/documents/ADQL/20180112/PR-ADQL-2.1-20180112.html" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ca1d1dde-a3b7-4fc3-ba0e-6d885091e9b2", + "metadata": {}, + "outputs": [], + "source": [ + "def query_plxerr_stats(num_stars):\n", + " # The query is long, possibly need to login\n", + " Gaia.login()\n", + "\n", + " query = \\\n", + " f\"SELECT \\\n", + " source_id/{config.hpx_base} AS hpx, g_bin, \\\n", + " AVG(parallax_error) AS parallax_error, \\\n", + " AVG(visibility_periods_used) AS visibility_periods_used \\\n", + " FROM ( SELECT source_id, parallax_error, visibility_periods_used, \\\n", + " ((phot_g_mean_mag-{config.G_min})/{config.dG}) AS g_bin \\\n", + " FROM gaiadr3.gaia_source WHERE random_index < {num_stars}) AS subquery \\\n", + " GROUP BY hpx, g_bin \\\n", + " \"\n", + "\n", + " job = Gaia.launch_job_async(query)\n", + " return job.get_results().to_pandas()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "882c5ac0-b1a1-41d4-aa0e-3ac53e3c55e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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9983134 rows × 4 columns

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" + ], + "text/plain": [ + " hpx g_bin parallax_error visibility_periods_used\n", + "0 115097 90.431837 NaN 5.0\n", + "1 51930 93.920902 1.402338 11.0\n", + "2 51971 96.581129 NaN 7.0\n", + "3 62925 95.783810 2.076251 10.0\n", + "4 129137 72.139887 0.037037 23.0\n", + "... ... ... ... ...\n", + "9983129 193153 94.197821 0.916554 15.0\n", + "9983130 9024 96.154636 NaN 12.0\n", + "9983131 114811 91.732077 NaN 7.0\n", + "9983132 12966 92.579426 0.658761 15.0\n", + "9983133 122047 91.663813 0.602893 15.0\n", + "\n", + "[9983134 rows x 4 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "file_name = cache_path / 'dr3_plxerr_stats.hdf5'\n", + "\n", + "if os.path.exists(file_name):\n", + " pe = pd.read_hdf(file_name, key='df')\n", + "else:\n", + " pe = query_plxerr_stats(num_stars=10000000)\n", + " # Save\n", + " pe.to_hdf(file_name, key='df', format='table', data_columns=True, mode='w', index=False)\n", + "\n", + "pe" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3ebe4f0f-8ba7-4076-9ac4-cb7298c1f2f5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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hpxg_binparallax_errorvisibility_periods_used
count9.983134e+069.968616e+068.096563e+069.983134e+06
mean1.236445e+058.805558e+014.633512e-011.627032e+01
std4.663376e+047.747745e+004.197207e-016.497347e+00
min0.000000e+004.767463e+007.770088e-031.000000e+00
25%1.147890e+058.457711e+011.553369e-011.200000e+01
50%1.216710e+059.011402e+013.430443e-011.600000e+01
75%1.665990e+059.375248e+016.418277e-012.100000e+01
max1.966070e+051.043085e+025.097040e+003.300000e+01
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" + ], + "text/plain": [ + " hpx g_bin parallax_error visibility_periods_used\n", + "count 9.983134e+06 9.968616e+06 8.096563e+06 9.983134e+06\n", + "mean 1.236445e+05 8.805558e+01 4.633512e-01 1.627032e+01\n", + "std 4.663376e+04 7.747745e+00 4.197207e-01 6.497347e+00\n", + "min 0.000000e+00 4.767463e+00 7.770088e-03 1.000000e+00\n", + "25% 1.147890e+05 8.457711e+01 1.553369e-01 1.200000e+01\n", + "50% 1.216710e+05 9.011402e+01 3.430443e-01 1.600000e+01\n", + "75% 1.665990e+05 9.375248e+01 6.418277e-01 2.100000e+01\n", + "max 1.966070e+05 1.043085e+02 5.097040e+00 3.300000e+01" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pe.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "119a625a-96a0-4068-8aa5-37e13dd9517f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8088435" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Clean\n", + "mask = (0 <= pe['g_bin']) & (pe['g_bin'] < len(config.G_bins))\n", + "pe = pe[mask].copy()\n", + "pe.dropna(inplace=True)\n", + "\n", + "pe['g_bin'] = pe['g_bin'].astype(int)\n", + "len(pe)" + ] + }, + { + "cell_type": "markdown", + "id": "aa2bd16a-d1e3-40d9-8e45-e94ecd6c9919", + "metadata": {}, + "source": [ + "# Some plots" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8ca19cb3-c386-4908-b307-c17f1df5dd4c", + "metadata": {}, + "outputs": [], + "source": [ + "# Read RGB stars catalogue\n", + "usecols = ['parallax_error', 'phot_g_mean_mag']\n", + "rgb = pd.read_hdf(cache_path / 'rgb.hdf5', key='rgb', usecols=usecols)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5efede41-e655-4957-b9c8-1c8b9aae8c91", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 17/inch, 6/inch\n", + "plt.figure(figsize=(width, height), layout='constrained', dpi=config.fig_dpi)\n", + "mpl.style.use('tableau-colorblind10')\n", + "\n", + "plt.subplot(1, 2, 1)\n", + "plt.hist2d(config.G_bins[pe['g_bin']], pe['parallax_error'], bins=(50,3000), cmap='Greys', norm='log', rasterized=True)\n", + "plt.hist2d(rgb['phot_g_mean_mag'], rgb['parallax_error'], bins=(50,3000), cmap='inferno', norm='log', rasterized=True)\n", + "plt.xlabel(r\"$G$ [mag]\")\n", + "plt.xlim(config.G_bins[0], config.G_bins[-1])\n", + "plt.ylabel(r\"$\\sigma_\\varpi$ [mas]\")\n", + "plt.yscale('log')\n", + "plt.ylim(3.33e-3, 4.0)\n", + "\n", + "plt.subplot(1, 2, 2)\n", + "nvis_edges = [2, 10, 15, 22, 33]\n", + "nvis_edges = [2, 14, 22, 33]\n", + "for n in range(len(nvis_edges)-1)[::-1]:\n", + " nvis_lo, nvis_hi = nvis_edges[n], nvis_edges[n+1]\n", + " mask = (nvis_lo <= pe['visibility_periods_used']) & (pe['visibility_periods_used'] < nvis_hi)\n", + " pe_ = pe[mask]\n", + " plt.plot(config.G_bins[pe_['g_bin']], pe_['parallax_error'], '.', alpha=0.5, label=f\"[{nvis_lo},{nvis_hi})\")\n", + "plt.legend(loc='lower right')\n", + "plt.xlabel(r\"$G$ [mag]\")\n", + "plt.xlim(config.G_bins[0], config.G_bins[-1])\n", + "plt.ylabel(r\"$\\sigma_\\varpi$ [mas]\")\n", + "plt.yscale('log')\n", + "plt.ylim(3.33e-3, 4.0)\n", + "\n", + "plt.savefig(fig_path / 'data-plxerr.png')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f5625b36-5eb5-4de6-a170-910b06d8bb23", + "metadata": {}, + "outputs": [], + "source": [ + "del(rgb)" + ] + }, + { + "cell_type": "markdown", + "id": "28b62ebc-3080-47d7-bf94-22751ab6e36e", + "metadata": {}, + "source": [ + "## Fit parallax errors by G given nvis" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "8663b406-e44a-4532-8150-dd8ead026f2a", + "metadata": {}, + "outputs": [], + "source": [ + "nvis_bins = [2, 14, 15, 16, 17, 19, 20, 24, 26, 27.5, 33]\n", + "pe['nvis_bin'] = pd.cut(pe['visibility_periods_used'], bins=nvis_bins)\n", + "gr = pe.groupby(['nvis_bin', 'g_bin'], observed=True).agg(plxerr=('parallax_error', 'median'))\n", + "gr.reset_index(inplace=True)\n", + "\n", + "gr['nvis'] = gr['nvis_bin'].map(lambda x: 0.5*(x.left + x.right))\n", + "gr['g'] = 0.5*(config.G_bins[gr['g_bin']] + config.G_bins[gr['g_bin']+1])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b9d03c59-b608-436c-b2f5-7b5366e4b472", + "metadata": {}, + "outputs": [], + "source": [ + "def fit(G, plxerr):\n", + " x = G\n", + " y = np.log10(plxerr)\n", + " s = len(x)\n", + " tck = splrep(x, y, s=s)\n", + " return tck\n", + "\n", + "plxerr_nvis_g = {}\n", + "\n", + "G_min = 8.0\n", + "G_max = config.G_bins.max()\n", + "G_bins_ = np.linspace(G_min, G_max, 17)\n", + "\n", + "for bin, gr_ in gr.groupby('nvis_bin', observed=True):\n", + " tck = fit(gr_['g'], gr_['plxerr'])\n", + " plxerr_nvis_g[str(bin)] = {}\n", + " plxerr_nvis_g[str(bin)]['G'] = G_bins_\n", + " plxerr_nvis_g[str(bin)]['logsigma_plx'] = BSpline(*tck)(G_bins_)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "502d8502-febb-4456-9b1a-b29c234b83cd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 30/inch, 11/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "plt.suptitle(r\"$G$ [mag] vs $\\sigma_\\varpi$ [mas]\")\n", + "\n", + "i = 0\n", + "for bin, gr_ in gr.groupby('nvis_bin', observed=True):\n", + " plt.subplot(2, 5, i+1)\n", + "\n", + " plt.title(f\"nvis: {bin}\")\n", + "\n", + " G = config.G_bins[gr_['g_bin']]\n", + " plt.plot(G, gr_['plxerr'], ls='', marker='.', alpha=0.5)\n", + "\n", + " plt.plot(G, 10**np.interp(G, plxerr_nvis_g[str(bin)]['G'], plxerr_nvis_g[str(bin)]['logsigma_plx']), 'k')\n", + " plt.axhline(3e-2, ls=':', c='r', alpha=0.5)\n", + " plt.axhline(1e-2, ls=':', c='r', alpha=0.5)\n", + " plt.axvline(8.0, ls=':', c='k', alpha=0.5)\n", + " plt.axvline(16.0, ls=':', c='k', alpha=0.5)\n", + " plt.xlabel(r\"$G$ [mag]\")\n", + " plt.yscale('log')\n", + " plt.ylim(3.33e-3, 4.0)\n", + "\n", + " i += 1\n", + "\n", + "plt.savefig(fig_path / 'data-plxerr-fit.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "53881839-cbb6-4c1f-aea4-bf501f4ebe9f", + "metadata": {}, + "source": [ + "# Save the parallax errors model" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4579de4e-dbe3-41b9-85d8-8f45dd1dae78", + "metadata": {}, + "outputs": [], + "source": [ + "d = {}\n", + "d['nvis_bins'] = nvis_bins\n", + "d['plxerr_nvis_g']= plxerr_nvis_g\n", + "np.savez_compressed(cache_path / 'logplxerr_nvis_g.npz', **d)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "542ca4ec-ffb7-413d-9f1c-8f1ff75377d8", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + 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Kurbatov" Date: Mon, 30 Sep 2024 16:33:06 +0100 Subject: [PATCH 3/4] More scripts --- ...load and prepare RGB stars catalogue.ipynb | 473 +------ docs/notebooks/Aurora/2. Extinctions.ipynb | 970 ++++++++++++++ .../Aurora/3. Luminosity function.ipynb | 1187 +++++++++++++++++ ... errors.ipynb => 4. Parallax errors.ipynb} | 2 +- docs/notebooks/Aurora/5. Domain.ipynb | 157 +++ ...n.ipynb => 6. XP selection function.ipynb} | 10 +- ... Probability transformation function.ipynb | 876 ++++++++++++ docs/notebooks/Aurora/8. Aurora model.ipynb | 926 +++++++++++++ docs/notebooks/Aurora/config.py | 26 + docs/notebooks/Aurora/domain.py | 67 + docs/notebooks/Aurora/fig/a0-am.pdf | Bin 1205 -> 1205 bytes docs/notebooks/Aurora/fig/a0-am_fit.pdf | Bin 1205 -> 1205 bytes docs/notebooks/Aurora/fig/a0_map.pdf | Bin 266515 -> 294359 bytes docs/notebooks/Aurora/fig/ag_map.pdf | Bin 267049 -> 0 bytes docs/notebooks/Aurora/fig/am_map.pdf | Bin 0 -> 861927 bytes docs/notebooks/Aurora/fig/lf.pdf | Bin 0 -> 11975 bytes docs/notebooks/Aurora/fig/model-radial.pdf | Bin 0 -> 20432 bytes docs/notebooks/Aurora/fig/obs_map.pdf | Bin 0 -> 172962 bytes docs/notebooks/Aurora/model.csv | 301 +++++ docs/notebooks/Aurora/model_ast.csv | 2 + docs/notebooks/Aurora/phys_models.py | 197 +++ docs/notebooks/Aurora/projector.py | 87 ++ docs/notebooks/Aurora/utils.py | 257 ++++ 23 files changed, 5076 insertions(+), 462 deletions(-) create mode 100644 docs/notebooks/Aurora/2. Extinctions.ipynb create mode 100644 docs/notebooks/Aurora/3. Luminosity function.ipynb rename docs/notebooks/Aurora/{3. Parallax errors.ipynb => 4. Parallax errors.ipynb} (99%) create mode 100644 docs/notebooks/Aurora/5. Domain.ipynb rename docs/notebooks/Aurora/{2. XP selection function.ipynb => 6. XP selection function.ipynb} (99%) create mode 100644 docs/notebooks/Aurora/7. Probability transformation function.ipynb create mode 100644 docs/notebooks/Aurora/8. Aurora model.ipynb create mode 100644 docs/notebooks/Aurora/config.py create mode 100644 docs/notebooks/Aurora/domain.py delete mode 100644 docs/notebooks/Aurora/fig/ag_map.pdf create mode 100644 docs/notebooks/Aurora/fig/am_map.pdf create mode 100644 docs/notebooks/Aurora/fig/lf.pdf create mode 100644 docs/notebooks/Aurora/fig/model-radial.pdf create mode 100644 docs/notebooks/Aurora/fig/obs_map.pdf create mode 100644 docs/notebooks/Aurora/model.csv create mode 100644 docs/notebooks/Aurora/model_ast.csv create mode 100644 docs/notebooks/Aurora/phys_models.py create mode 100644 docs/notebooks/Aurora/projector.py create mode 100644 docs/notebooks/Aurora/utils.py diff --git a/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb b/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb index 9a269dc..d72a81a 100644 --- a/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb +++ b/docs/notebooks/Aurora/1. Download and prepare RGB stars catalogue.ipynb @@ -18,28 +18,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n" + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n", + "model_hpx_order=5 --> (model_hpx_nside=32, model_hpx_npix=12288)\n" ] } ], "source": [ - "import os\n", "import pathlib\n", - "import requests\n", - "from zipfile import ZipFile\n", - "from tqdm import tqdm\n", "\n", "import numpy as np\n", - "import scipy as sp\n", "import pandas as pd\n", "\n", "import astropy\n", "import astropy.units as u\n", "from astropy.coordinates import SkyCoord, Galactocentric\n", - "from astropy_healpix import HEALPix\n", - "import dustmaps\n", - "import dustmaps.config\n", - "import dustmaps.gaia_tge\n", "\n", "import config\n", "import utils" @@ -120,437 +112,6 @@ "print(\"Num. of RGB stars:\", len(rgb))" ] }, - { - "cell_type": "markdown", - "id": "7a6ec057-098d-42ee-aa1f-c786c058a090", - "metadata": {}, - "source": [ - "## Estimate extinctions in Gaia bands" - ] - }, - { - "cell_type": "markdown", - "id": "0170eb1d-a2fc-431a-88c4-466667a48398", - "metadata": {}, - "source": [ - "### Load dustmap\n", - "\n", - "Manual: https://dustmaps.readthedocs.io/en/latest/\n", - "\n", - "See also https://gea.esac.esa.int/archive/documentation/GDR3/Gaia_archive/chap_datamodel/sec_dm_astrophysical_parameter_tables/ssec_dm_total_galactic_extinction_map.html#total_galactic_extinction_map-a0" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "4f89dfba-89ba-44a1-811f-e08ffbb18fab", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Checking existing file to see if MD5 sum matches ...\n", - "File exists. Not overwriting.\n" - ] - } - ], - "source": [ - "dustmaps.config.config['data_dir'] = str(cache_path / 'dustmaps.data')\n", - "dustmaps.gaia_tge.fetch()\n", - "dm = dustmaps.gaia_tge.GaiaTGEQuery(healpix_level=config.hpx_order)" - ] - }, - { - "cell_type": "markdown", - "id": "4ebadd4b-c7b2-40ff-9363-8e385cd87fcd", - "metadata": {}, - "source": [ - "### Estimate A_0 for every star\n", - "\n", - "A_0 is the monochromatic extinction at 541.4 nm ([Fitzpatrick 1999](https://iopscience.iop.org/article/10.1086/316293); [Delchambre et al. 2023](http://dx.doi.org/10.1051/0004-6361/202243423))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "cfd4aefd-da12-4eb0-a219-86a95f0128e6", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NaNs in A0: 1851610\n" - ] - } - ], - "source": [ - "l = rgb['l'].values\n", - "b = rgb['b'].values\n", - "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", - "\n", - "rgb['a0'] = dm.query(co)\n", - "print(\"NaNs in A0:\", rgb['a0'].isnull().sum())" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "559fb3ca-863e-47eb-839a-9e2e8e7d0c6a", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "

" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Plot the extinction map on the sky\n", - "\n", - "hp = HEALPix(nside=config.hpx_nside, order='nested', frame='galactic')\n", - "co = hp.healpix_to_skycoord(range(config.hpx_npix))\n", - "a0_map = dm.query(co)\n", - "\n", - "plt.rc('font', size=6.0)\n", - "inch = 2.54 # cm\n", - "width, height = 16/inch, 8/inch\n", - "plt.figure(figsize=(width, height), layout='constrained')\n", - "\n", - "utils.plot_hpxmap(a0_map, title=\"A_0\")\n", - "\n", - "plt.savefig(fig_path / 'a0_map.pdf', dpi=config.pdf_dpi)\n", - "plt.show()\n", - "plt.close()" - ] - }, - { - "cell_type": "markdown", - "id": "dcaaf333-dd6d-4509-a9bb-3cecdc99ad3c", - "metadata": {}, - "source": [ - "### Estimate A_G, A_BP, and A_RP for every star\n", - "\n", - "Use the [Fitzpatrick et al. (2019)](https://iopscience.iop.org/article/10.3847/1538-4357/ab4c3a) 3rd-order polynomial approximation\n", - "\n", - "Data: https://www.cosmos.esa.int/web/gaia/edr3-extinction-law" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "c47cdb37-ad43-47eb-a002-b2bb3961aeec", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Starting download from https://www.cosmos.esa.int/documents/29201/1658422/Fitz19_EDR3_extinctionlawcoefficients.zip\n", - "File 'cache/Fitz19_EDR3_extinctionlawcoefficients.zip' already downloaded\n", - "Done\n" - ] - } - ], - "source": [ - "# Download the Fitzpatrick et al. (2019) extinctions approximation table\n", - "\n", - "url = 'https://www.cosmos.esa.int/documents/29201/1658422/Fitz19_EDR3_extinctionlawcoefficients.zip'\n", - "file_name = cache_path / 'Fitz19_EDR3_extinctionlawcoefficients.zip'\n", - "utils.download_file(url, file_name)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "0caafb1e-28aa-4a4f-aeb8-d61e7d187252", - "metadata": {}, - "outputs": [], - "source": [ - "with ZipFile(file_name, 'r') as zf:\n", - " with zf.open('Fitz19_EDR3_HRDTop.csv') as f:\n", - " fitz0 = pd.read_csv(f)\n", - "#fitz0" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7cd3adb9-d2f4-46ff-8cc0-fcbd86fb07c5", - "metadata": {}, - "outputs": [], - "source": [ - "# See https://www.cosmos.esa.int/web/gaia/edr3-extinction-law\n", - "# km = a1 + a2*X + a3*X^2 + a4*X^3 + a5*A0 + a6*A0^2 + a7*A0^3 + a8*A0*X + a9*A0*X^2 + a10*X*A0*2\n", - "\n", - "a0 = rgb['a0']\n", - "Teff_0 = 5040.0 # K\n", - "teffnorm = rgb['teff_xgboost'] / Teff_0\n", - "\n", - "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kG')\n", - "fitz = fitz0[mask].to_dict(orient='records')[0]\n", - "kG = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", - " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", - " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", - "rgb['ag'] = kG * a0\n", - "\n", - "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kBP')\n", - "fitz = fitz0[mask].to_dict(orient='records')[0]\n", - "kBP = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", - " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", - " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", - "rgb['abp'] = kBP * a0\n", - "\n", - "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kRP')\n", - "fitz = fitz0[mask].to_dict(orient='records')[0]\n", - "kRP = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", - " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", - " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", - "rgb['arp'] = kRP * a0" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "5ae31e85-32fc-42f7-ac4f-a4bf0f0a2bb2", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Stars with A_0: 15706531\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Select the stars that have A_0\n", - "mask = rgb['a0'].isna()\n", - "rgb_a0 = rgb.loc[~mask,:].copy()\n", - "print(f\"Stars with A_0: {len(rgb_a0)}\")\n", - "\n", - "\n", - "plt.rc('font', size=6.0)\n", - "inch = 2.54 # cm\n", - "width, height = 24/inch, 6/inch\n", - "plt.figure(figsize=(width, height), layout='constrained')\n", - "\n", - "norm = 'log'\n", - "\n", - "# Select low-metallicity stars\n", - "mask = (-3.0 <= rgb_a0['mh_xgboost']) & (rgb_a0['mh_xgboost'] <= -1.0)\n", - "rgb_a0_lome = rgb_a0[mask]\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.hist2d(rgb_a0['a0'], rgb_a0['ag'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", - "plt.hist2d(rgb_a0_lome['a0'], rgb_a0_lome['ag'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", - "plt.xlabel(\"A_0 [mag]\")\n", - "plt.xticks(np.linspace(0.0, 9.0, 10))\n", - "plt.ylabel(\"A_G [mag]\")\n", - "plt.ylim(0.0, 7.0)\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "plt.hist2d(rgb_a0['a0'], rgb_a0['abp'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", - "plt.hist2d(rgb_a0_lome['a0'], rgb_a0_lome['abp'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", - "plt.xlabel(\"A_0 [mag]\")\n", - "plt.xticks(np.linspace(0.0, 9.0, 10))\n", - "plt.ylabel(\"A_BP [mag]\")\n", - "plt.ylim(0.0, 10.0)\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.hist2d(rgb_a0['a0'], rgb_a0['arp'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", - "plt.hist2d(rgb_a0_lome['a0'], rgb_a0_lome['arp'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", - "plt.xlabel(\"A_0 [mag]\")\n", - "plt.xticks(np.linspace(0.0, 9.0, 10))\n", - "plt.ylabel(\"A_RP [mag]\")\n", - "plt.ylim(0.0, 6.0)\n", - "\n", - "plt.show()\n", - "plt.savefig(fig_path / 'a0-am.pdf')\n", - "plt.close()" - ] - }, - { - "cell_type": "markdown", - "id": "9fa437cb-f37f-4dbb-a36e-8a65da22ffa6", - "metadata": {}, - "source": [ - "### Fit A_G(A_0) neglecting the T_eff dependence" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "5f600c0a-4f02-4df5-8ec3-dac9fbac1d3c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AG_fit_coef: [0.8202675448004149, -0.033866129194463176, 0.002555660787363832, -8.131958543586709e-05]\n", - "ABP_fit_coef: [1.033958907987408, -0.02087730228623261, 0.0015881544018400127, -5.019377508885573e-05]\n", - "ARP_fit_coef: [0.6371221974165605, -0.009100437469083308, 0.0003998347218506803, -9.808820311772118e-06]\n" - ] - } - ], - "source": [ - "def Am_fit(A0, c1, c2, c3, c4):\n", - " return c1*A0 + c2*A0**2 + c3*A0**3 + c4*A0**4\n", - "\n", - "# G\n", - "popt, _ = sp.optimize.curve_fit(Am_fit, rgb_a0['a0'], rgb_a0['ag'])\n", - "AG_fit_coef = list(popt)\n", - "print(\"AG_fit_coef: \", AG_fit_coef)\n", - "\n", - "# BP\n", - "popt, _ = sp.optimize.curve_fit(Am_fit, rgb_a0['a0'], rgb_a0['abp'])\n", - "ABP_fit_coef = list(popt)\n", - "print(\"ABP_fit_coef:\", ABP_fit_coef)\n", - "\n", - "# RP\n", - "popt, _ = sp.optimize.curve_fit(Am_fit, rgb_a0['a0'], rgb_a0['arp'])\n", - "ARP_fit_coef = list(popt)\n", - "print(\"ARP_fit_coef:\", ARP_fit_coef)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "5ff129fa-6a4c-4f06-b502-99f21a3c1348", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.rc('font', size=6.0)\n", - "inch = 2.54 # cm\n", - "width, height = 24/inch, 6/inch\n", - "plt.figure(figsize=(width, height), layout='constrained')\n", - "\n", - "norm = 'log'\n", - "a0 = np.linspace(0.0, 10.0, 201)\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.hist2d(rgb_a0['a0'], rgb_a0['ag'], bins=300, cmap='Greens', norm=norm, rasterized=True)\n", - "plt.plot(a0, Am_fit(a0, *AG_fit_coef), 'g', lw=1.2, alpha=0.7)\n", - "plt.xlabel(\"A_0 [mag]\")\n", - "plt.xticks(np.linspace(0.0, 9.0, 10))\n", - "plt.ylabel(\"A_G [mag]\")\n", - "plt.ylim(0.0, 7.0)\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "plt.hist2d(rgb_a0['a0'], rgb_a0['abp'], bins=300, cmap='Blues', norm=norm, rasterized=True)\n", - "plt.plot(a0, Am_fit(a0, *ABP_fit_coef), 'b', lw=1.2, alpha=0.7)\n", - "plt.xlabel(\"A_0 [mag]\")\n", - "plt.xticks(np.linspace(0.0, 9.0, 10))\n", - "plt.ylabel(\"A_BP [mag]\")\n", - "plt.ylim(0.0, 10.0)\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.hist2d(rgb_a0['a0'], rgb_a0['arp'], bins=300, cmap='Reds', norm=norm, rasterized=True)\n", - "plt.plot(a0, Am_fit(a0, *ARP_fit_coef), 'r', lw=1.2, alpha=0.7)\n", - "plt.xlabel(\"A_0 [mag]\")\n", - "plt.xticks(np.linspace(0.0, 9.0, 10))\n", - "plt.ylabel(\"A_RP [mag]\")\n", - "plt.ylim(0.0, 6.0)\n", - "\n", - "plt.show()\n", - "plt.savefig(fig_path / 'a0-am_fit.pdf')\n", - "plt.close()" - ] - }, - { - "cell_type": "markdown", - "id": "5859cbff-f1d1-4d0a-9184-354d333a2b2e", - "metadata": {}, - "source": [ - "### Calculate and save the A_G map\n", - "\n", - "We will use it later." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "ae572b1d-837c-4b1e-b2be-ec2ce3f77687", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ag_map = Am_fit(a0_map, *AG_fit_coef)\n", - "\n", - "plt.rc('font', size=6.0)\n", - "inch = 2.54 # cm\n", - "width, height = 16/inch, 8/inch\n", - "plt.figure(figsize=(width, height), layout='constrained')\n", - "\n", - "utils.plot_hpxmap(ag_map, title=\"A_G\")\n", - "\n", - "plt.savefig(fig_path / 'ag_map.pdf', dpi=config.pdf_dpi)\n", - "plt.show()\n", - "plt.close()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "419107d0-c3b5-40d6-9eac-39acb975c194", - "metadata": {}, - "outputs": [], - "source": [ - "d = {}\n", - "d['ag_map'] = ag_map\n", - "# Save as a compressed archive\n", - "np.savez_compressed(cache_path / 'ag_map.npz', **d)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "52ef68f5-7adc-45ac-9493-b509ecbd7d51", - "metadata": {}, - "outputs": [], - "source": [ - "## Don't need it anymore\n", - "del(dm, rgb_a0, rgb_a0_lome)" - ] - }, { "cell_type": "markdown", "id": "fed5ce33-a1dc-4542-882d-b8c411aab266", @@ -561,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 5, "id": "e3c5b2c5-9946-4935-ab97-72052fa980e5", "metadata": {}, "outputs": [], @@ -572,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 6, "id": "abb07d6d-49ca-475a-b099-bbc66540b806", "metadata": {}, "outputs": [ @@ -608,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 7, "id": "7a7ae180-4d78-4f06-9e9e-be7a41555276", "metadata": {}, "outputs": [ @@ -631,7 +192,7 @@ " 'roll': None}}" ] }, - "execution_count": 19, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -643,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 8, "id": "823eb226-ae7e-4158-a86c-ab55cdd2f141", "metadata": {}, "outputs": [], @@ -654,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 9, "id": "93a28e9d-d9cc-4fbc-b865-30e375bf0a11", "metadata": {}, "outputs": [], @@ -694,7 +255,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 11, "id": "657ded99-992b-4b17-9b77-ec1cb6d3c284", "metadata": {}, "outputs": [ @@ -719,10 +280,6 @@ "mh_xgboost 0\n", "teff_xgboost 0\n", "logg_xgboost 0\n", - "a0 1851610\n", - "ag 1851610\n", - "abp 1851610\n", - "arp 1851610\n", "dist 0\n", "x 0\n", "y 0\n", @@ -734,8 +291,7 @@ "Columns: Index(['source_id', 'l', 'b', 'ra', 'dec', 'parallax', 'parallax_error',\n", " 'pmra', 'pmdec', 'radial_velocity', 'phot_g_mean_mag',\n", " 'phot_bp_mean_mag', 'phot_rp_mean_mag', 'mh_xgboost', 'teff_xgboost',\n", - " 'logg_xgboost', 'a0', 'ag', 'abp', 'arp', 'dist', 'x', 'y', 'z', 'vx',\n", - " 'vy', 'vz'],\n", + " 'logg_xgboost', 'dist', 'x', 'y', 'z', 'vx', 'vy', 'vz'],\n", " dtype='object')\n" ] } @@ -748,9 +304,14 @@ "print(\"Columns:\", rgb.columns)\n", "\n", "# The HDF5 format is fast!\n", + "# https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.to_hdf.html#pandas.DataFrame.to_hdf\n", + "# https://pandas.pydata.org/docs/reference/api/pandas.read_hdf.html#pandas.read_hdf\n", "columns = ['source_id', 'l', 'b', 'parallax', 'parallax_error', 'dist', 'x', 'y', 'z', 'vx', 'vy', 'vz', \\\n", - " 'phot_g_mean_mag', 'mh_xgboost']\n", - "rgb[columns].to_hdf(cache_path / 'rgb.hdf5', key='rgb', format='table', data_columns=True, mode='w', index=False)" + " 'phot_g_mean_mag', 'phot_bp_mean_mag', 'phot_rp_mean_mag', \\\n", + " 'teff_xgboost', 'mh_xgboost']\n", + "data_columns = ['source_id', 'l', 'b', 'parallax', 'phot_g_mean_mag', 'phot_bp_mean_mag', 'phot_rp_mean_mag', 'teff_xgboost', 'mh_xgboost']\n", + "complevel = 0 # 0..9\n", + "rgb[columns].to_hdf(cache_path / 'rgb.hdf5', key='rgb', format='table', data_columns=data_columns, complevel=complevel, mode='w', index=False)" ] }, { diff --git a/docs/notebooks/Aurora/2. Extinctions.ipynb b/docs/notebooks/Aurora/2. Extinctions.ipynb new file mode 100644 index 0000000..e57bc26 --- /dev/null +++ b/docs/notebooks/Aurora/2. Extinctions.ipynb @@ -0,0 +1,970 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6e6c8d8e-b253-4307-b4fc-9a7b9b3516cd", + "metadata": {}, + "source": [ + "# 2. Extinctions" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "33aa7797-5f2e-4ecd-9f36-dc00e5cd9b57", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n", + "model_hpx_order=5 --> (model_hpx_nside=32, model_hpx_npix=12288)\n" + ] + } + ], + "source": [ + "import pathlib\n", + "from zipfile import ZipFile\n", + "\n", + "import numpy as np\n", + "import scipy as sp\n", + "from scipy.interpolate import splrep, BSpline\n", + "import pandas as pd\n", + "\n", + "from astropy.coordinates import SkyCoord\n", + "from astropy_healpix import HEALPix\n", + "import dustmaps\n", + "import dustmaps.config\n", + "import dustmaps.gaia_tge\n", + "\n", + "import config\n", + "import utils" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "03c9fbe6-e69d-40d2-af97-097428b0e4ca", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "76c418ff-cd08-4c5b-ad88-adb1281351f1", + "metadata": {}, + "source": [ + "## Load RGB stars catalogue" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "bbae7a80-44e2-4d7e-9f39-5d381ef9844b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of RGB stars: 17558141\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " source_id l b mh_xgboost teff_xgboost\n", + "0 15741055975040 176.739184 -48.572035 -0.144 5065.8\n", + "1 25980257976960 176.369336 -48.732076 -0.083 5017.9\n", + "2 66627828480768 176.483565 -48.171322 -0.401 4499.0\n", + "3 82467667849472 176.209301 -48.607026 0.114 4938.3\n", + "4 101193725229056 175.755174 -48.727781 -0.478 4980.2\n", + "... ... ... ... ... ...\n", + "17558136 6917522464931567744 48.777837 -28.451061 -0.226 4948.4\n", + "17558137 6917522778464669696 48.764318 -28.403106 -0.267 4807.5\n", + "17558138 6917523083406587264 48.835692 -28.452592 -0.550 4953.4\n", + "17558139 6917523495723447552 48.879485 -28.434142 0.114 4838.6\n", + "17558140 6917527142151450112 48.807483 -28.304198 -1.538 5060.8\n", + "\n", + "[17558141 rows x 5 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "usecols = ['source_id', 'l', 'b', 'mh_xgboost', 'teff_xgboost']\n", + "rgb = pd.read_hdf(cache_path / 'rgb.hdf5', key='rgb', columns=usecols)\n", + "print(\"Num. of RGB stars:\", len(rgb))\n", + "rgb" + ] + }, + { + "cell_type": "markdown", + "id": "7a6ec057-098d-42ee-aa1f-c786c058a090", + "metadata": {}, + "source": [ + "## Estimate extinctions for every star" + ] + }, + { + "cell_type": "markdown", + "id": "0170eb1d-a2fc-431a-88c4-466667a48398", + "metadata": {}, + "source": [ + "### Load dustmap\n", + "\n", + "Manual: https://dustmaps.readthedocs.io/en/latest/\n", + "\n", + "See also https://gea.esac.esa.int/archive/documentation/GDR3/Gaia_archive/chap_datamodel/sec_dm_astrophysical_parameter_tables/ssec_dm_total_galactic_extinction_map.html#total_galactic_extinction_map-a0" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4f89dfba-89ba-44a1-811f-e08ffbb18fab", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Checking existing file to see if MD5 sum matches ...\n", + "File exists. Not overwriting.\n" + ] + } + ], + "source": [ + "dustmaps.config.config['data_dir'] = str(cache_path / 'dustmaps.data')\n", + "dustmaps.gaia_tge.fetch()\n", + "dm = dustmaps.gaia_tge.GaiaTGEQuery(healpix_level=config.hpx_order)" + ] + }, + { + "cell_type": "markdown", + "id": "4ebadd4b-c7b2-40ff-9363-8e385cd87fcd", + "metadata": {}, + "source": [ + "### Estimate A_0 for every star\n", + "\n", + "A_0 is the monochromatic extinction at 541.4 nm ([Fitzpatrick 1999](https://iopscience.iop.org/article/10.1086/316293); [Delchambre et al. 2023](http://dx.doi.org/10.1051/0004-6361/202243423))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "cfd4aefd-da12-4eb0-a219-86a95f0128e6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NaNs in A0: 1851610\n" + ] + } + ], + "source": [ + "# Note the frame!\n", + "l = rgb['l'].values\n", + "b = rgb['b'].values\n", + "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", + "\n", + "# Get the A_0 for every star\n", + "rgb['a0'] = dm.query(co)\n", + "print(\"NaNs in A0:\", rgb['a0'].isnull().sum())" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d2c4aa9f-87b1-4d7d-82f6-5241666abaf7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of stars after A_0 cleaning: 15706531\n" + ] + } + ], + "source": [ + "# Drop the stars with no A_0\n", + "mask = rgb['a0'].isnull()\n", + "rgb = rgb[~mask].copy()\n", + "print(\"Num. of stars after A_0 cleaning:\", len(rgb))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d430b2ed-9064-4f76-8f35-0a23f73251eb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "source_id int64\n", + "l float64\n", + "b float64\n", + "mh_xgboost float64\n", + "teff_xgboost float64\n", + "a0 float64\n", + "dtype: object" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# It's important for the fitting below\n", + "# Don't ask\n", + "rgb['a0'] = rgb['a0'].astype(float)\n", + "rgb.dtypes" + ] + }, + { + "cell_type": "markdown", + "id": "dcaaf333-dd6d-4509-a9bb-3cecdc99ad3c", + "metadata": {}, + "source": [ + "### Estimate A_G, A_BP, and A_RP for every star\n", + "\n", + "Use the [Fitzpatrick et al. (2019)](https://iopscience.iop.org/article/10.3847/1538-4357/ab4c3a) 3rd-order polynomial approximation\n", + "\n", + "Data: https://www.cosmos.esa.int/web/gaia/edr3-extinction-law" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c47cdb37-ad43-47eb-a002-b2bb3961aeec", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting download from https://www.cosmos.esa.int/documents/29201/1658422/Fitz19_EDR3_extinctionlawcoefficients.zip\n", + "File 'cache/Fitz19_EDR3_extinctionlawcoefficients.zip' already downloaded\n", + "Done\n" + ] + } + ], + "source": [ + "# Download the Fitzpatrick et al. (2019) extinctions approximation table\n", + "\n", + "url = 'https://www.cosmos.esa.int/documents/29201/1658422/Fitz19_EDR3_extinctionlawcoefficients.zip'\n", + "file_name = cache_path / 'Fitz19_EDR3_extinctionlawcoefficients.zip'\n", + "utils.download_file(url, file_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0caafb1e-28aa-4a4f-aeb8-d61e7d187252", + "metadata": {}, + "outputs": [], + "source": [ + "with ZipFile(file_name, 'r') as zf:\n", + " with zf.open('Fitz19_EDR3_HRDTop.csv') as f:\n", + " fitz0 = pd.read_csv(f)\n", + "#fitz0" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7cd3adb9-d2f4-46ff-8cc0-fcbd86fb07c5", + "metadata": {}, + "outputs": [], + "source": [ + "# See https://www.cosmos.esa.int/web/gaia/edr3-extinction-law\n", + "# km = a1 + a2*X + a3*X^2 + a4*X^3 + a5*A0 + a6*A0^2 + a7*A0^3 + a8*A0*X + a9*A0*X^2 + a10*X*A0*2\n", + "\n", + "a0 = rgb['a0']\n", + "Teff_0 = 5040.0 # K\n", + "teffnorm = rgb['teff_xgboost'] / Teff_0\n", + "\n", + "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kG')\n", + "fitz = fitz0[mask].to_dict(orient='records')[0]\n", + "kG = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", + " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", + " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", + "rgb['ag'] = kG * a0\n", + "\n", + "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kBP')\n", + "fitz = fitz0[mask].to_dict(orient='records')[0]\n", + "kBP = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", + " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", + " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", + "rgb['abp'] = kBP * a0\n", + "\n", + "mask = (fitz0['Xname'] == 'TeffNorm') & (fitz0['Kname'] == 'kRP')\n", + "fitz = fitz0[mask].to_dict(orient='records')[0]\n", + "kRP = fitz['Intercept'] + fitz['X']*teffnorm + fitz['X2']*teffnorm**2 + fitz['X3']*teffnorm**3 \\\n", + " + fitz['A']*a0 + fitz['A2']*a0**2 + fitz['A3']*a0**3 \\\n", + " + fitz['XA']*a0*teffnorm + fitz['AX2']*a0*teffnorm**2 + fitz['XA2']*a0**2*teffnorm\n", + "rgb['arp'] = kRP * a0" + ] + }, + { + "cell_type": "markdown", + "id": "0363d371-20ce-470b-af84-2bf164fbeabd", + "metadata": {}, + "source": [ + "## Select stars by metallicity\n", + "\n", + "Later this will be our sample to modelling" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bd09609b-802c-49b5-b9f7-0350c73be590", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of RGB stars after metallicity selection: 434119\n" + ] + } + ], + "source": [ + "mask = (-3.0 < rgb['mh_xgboost']) & (rgb['mh_xgboost'] < -1.0)\n", + "rgb_lome = rgb[mask]\n", + "print(\"Num. of RGB stars after metallicity selection:\", len(rgb_lome))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8748df39-7799-4e54-977a-826ca142dec7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " mh_xgboost a0 ag abp \\\n", + "count 434119.000000 434119.000000 434119.000000 434119.000000 \n", + "mean -1.386241 0.948214 0.736450 0.955382 \n", + "std 0.320715 0.949042 0.680616 0.920728 \n", + "min -2.998000 0.000300 0.000236 0.000303 \n", + "25% -1.562000 0.366700 0.299626 0.378750 \n", + "50% -1.305000 0.665300 0.537224 0.682390 \n", + "75% -1.133000 1.214500 0.962880 1.236506 \n", + "max -1.001000 9.999700 6.790813 9.494161 \n", + "\n", + " arp \n", + "count 434119.000000 \n", + "mean 0.591715 \n", + "std 0.573078 \n", + "min 0.000188 \n", + "25% 0.233212 \n", + "50% 0.421130 \n", + "75% 0.765126 \n", + "max 5.860990 " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rgb_lome[['mh_xgboost', 'a0', 'ag', 'abp', 'arp']].describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5ae31e85-32fc-42f7-ac4f-a4bf0f0a2bb2", + "metadata": {}, + "outputs": [ + { + "data": { + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 24/inch, 6/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "norm = 'log'\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.hist2d(rgb['a0'], rgb['ag'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", + "plt.hist2d(rgb_lome['a0'], rgb_lome['ag'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_G [mag]\")\n", + "plt.ylim(0.0, 7.0)\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "plt.hist2d(rgb['a0'], rgb['abp'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", + "plt.hist2d(rgb_lome['a0'], rgb_lome['abp'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_BP [mag]\")\n", + "plt.ylim(0.0, 10.0)\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.hist2d(rgb['a0'], rgb['arp'], bins=300, cmap='Greys', norm=norm, rasterized=True)\n", + "plt.hist2d(rgb_lome['a0'], rgb_lome['arp'], bins=300, cmap='inferno', norm=norm, rasterized=True)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_RP [mag]\")\n", + "plt.ylim(0.0, 6.0)\n", + "\n", + "plt.show()\n", + "plt.savefig(fig_path / 'a0-am.pdf', dpi=config.fig_dpi)\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "9fa437cb-f37f-4dbb-a36e-8a65da22ffa6", + "metadata": {}, + "source": [ + "### Fit A_m(A_0) neglecting the T_eff dependence\n", + "\n", + "Fit by the low-metallicity stars only" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5f600c0a-4f02-4df5-8ec3-dac9fbac1d3c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AG_fit_coef: [ 8.32563220e-01 -3.64983807e-02 2.39856011e-03 -4.75030058e-05]\n", + "ABP_fit_coef: [ 1.04236029e+00 -2.27454444e-02 1.49285705e-03 -2.77271305e-05]\n", + "ARP_fit_coef: [ 6.40004034e-01 -9.25712352e-03 2.22280793e-04 8.41896596e-06]\n" + ] + } + ], + "source": [ + "def am_eval(A0, spl):\n", + " c1, c2, c3, c4 = spl\n", + " return c1*A0 + c2*A0**2 + c3*A0**3 + c4*A0**4\n", + "\n", + "def am_fit(x, y):\n", + " tofit = lambda A0, c1, c2, c3, c4 : am_eval(A0, (c1, c2, c3, c4))\n", + " spl, _ = sp.optimize.curve_fit(tofit, x, y)\n", + " return spl\n", + "\n", + "tmp = rgb_lome[['a0', 'ag', 'abp', 'arp']].sort_values('a0')\n", + "\n", + "# G\n", + "AG_fit_coef = am_fit(tmp['a0'].values, tmp['ag'].values)\n", + "print(\"AG_fit_coef: \", AG_fit_coef)\n", + "\n", + "# BP\n", + "ABP_fit_coef = am_fit(tmp['a0'], tmp['abp'])\n", + "print(\"ABP_fit_coef:\", ABP_fit_coef)\n", + "\n", + "# RP\n", + "ARP_fit_coef = am_fit(tmp['a0'], tmp['arp'])\n", + "print(\"ARP_fit_coef:\", ARP_fit_coef)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "5ff129fa-6a4c-4f06-b502-99f21a3c1348", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 24/inch, 6/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "norm = 'log'\n", + "a0 = np.linspace(0.0, 10.0, 201)\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.hist2d(rgb_lome['a0'], rgb_lome['ag'], bins=300, cmap='Greens', norm=norm, rasterized=True)\n", + "plt.plot(a0, am_eval(a0, AG_fit_coef), 'g', lw=1.2, alpha=0.7)\n", + "#plt.plot(a0, 8.20267543e-01*a0 - 3.38661275e-02*a0**2 + 2.55566043e-03*a0**3 - 8.13195644e-05*a0**4, 'grey', alpha=0.7)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_G [mag]\")\n", + "plt.ylim(0.0, 7.0)\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "plt.hist2d(rgb_lome['a0'], rgb_lome['abp'], bins=300, cmap='Blues', norm=norm, rasterized=True)\n", + "plt.plot(a0, am_eval(a0, ABP_fit_coef), 'b', lw=1.2, alpha=0.7)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_BP [mag]\")\n", + "plt.ylim(0.0, 10.0)\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.hist2d(rgb_lome['a0'], rgb_lome['arp'], bins=300, cmap='Reds', norm=norm, rasterized=True)\n", + "plt.plot(a0, am_eval(a0, ARP_fit_coef), 'r', lw=1.2, alpha=0.7)\n", + "plt.xlabel(\"A_0 [mag]\")\n", + "plt.xticks(np.linspace(0.0, 9.0, 10))\n", + "plt.ylabel(\"A_RP [mag]\")\n", + "plt.ylim(0.0, 6.0)\n", + "\n", + "plt.show()\n", + "plt.savefig(fig_path / 'a0-am_fit.pdf', dpi=config.fig_dpi)\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "5859cbff-f1d1-4d0a-9184-354d333a2b2e", + "metadata": {}, + "source": [ + "## Calculate extinction maps" + ] + }, + { + "cell_type": "markdown", + "id": "87f80fcd-e319-46b8-b968-b8f45ac171e8", + "metadata": {}, + "source": [ + "### Calculate the map for the monochromatic extinction, A_0" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "4b9354ef-743c-4920-a41f-94d7ad1a6b0f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min(a0_map), max(a0_map) = 0.0003 9.9997\n" + ] + } + ], + "source": [ + "# Note the frame!\n", + "hp = HEALPix(nside=config.hpx_nside, order='nested', frame='icrs')\n", + "co = hp.healpix_to_skycoord(range(config.hpx_npix))\n", + "a0_map = dm.query(co)\n", + "print(\"min(a0_map), max(a0_map) =\", np.nanmin(a0_map), np.nanmax(a0_map))\n", + "\n", + "# Substitute NaNs by 20, i.e. holow pixels are of highest extinction pixels\n", + "a0_map[np.isnan(a0_map)] = 20.0" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "b3f1d550-26e5-4840-8744-e474c70a415c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the sky map for extinction\n", + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 16/inch, 8/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "utils.plot_hpxmap(a0_map, title=\"A_0\")\n", + "\n", + "plt.savefig(fig_path / 'a0_map.pdf', dpi=config.fig_dpi)\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "d55fb317-7980-4a1a-8997-b4a23477c4fb", + "metadata": {}, + "source": [ + "### Calculate the map in the Gaia bands" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "4816d82a-8a2e-4322-9c23-648fe3a710a5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min(ag), max(ag) = 0.0002497657 13.639912\n", + "min(abp), max(abp) = 0.00031270608 19.255543\n", + "min(arp), max(arp) = 0.00019200039 12.222513\n" + ] + } + ], + "source": [ + "ag_map = am_eval(a0_map, AG_fit_coef)\n", + "ag_map[ag_map < 0.0] = 0.0\n", + "\n", + "abp_map = am_eval(a0_map, ABP_fit_coef)\n", + "abp_map[abp_map < 0.0] = 0.0\n", + "\n", + "arp_map = am_eval(a0_map, ARP_fit_coef)\n", + "arp_map[arp_map < 0.0] = 0.0\n", + "\n", + "print(\"min(ag), max(ag) =\", np.nanmin(ag_map), np.nanmax(ag_map))\n", + "print(\"min(abp), max(abp) =\", np.nanmin(abp_map), np.nanmax(abp_map))\n", + "print(\"min(arp), max(arp) =\", np.nanmin(arp_map), np.nanmax(arp_map))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "f6bdf55e-5e66-40ba-be78-394419c057d9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 # cm\n", + "width, height = 16/inch, 24/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "plt.subplot(3, 1, 1)\n", + "utils.plot_hpxmap(ag_map, title=\"A_G\")\n", + "\n", + "plt.subplot(3, 1, 2)\n", + "utils.plot_hpxmap(abp_map, title=\"A_BP\")\n", + "\n", + "plt.subplot(3, 1, 3)\n", + "utils.plot_hpxmap(arp_map, title=\"A_RP\")\n", + "\n", + "plt.savefig(fig_path / 'am_map.pdf', dpi=config.fig_dpi)\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "4c322c3f-7f85-42ed-8176-cd2ee4f057f0", + "metadata": {}, + "source": [ + "## Save the extinction maps" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "419107d0-c3b5-40d6-9eac-39acb975c194", + "metadata": {}, + "outputs": [], + "source": [ + "d = {}\n", + "d['ag_map'] = ag_map\n", + "d['abp_map'] = abp_map\n", + "d['arp_map'] = arp_map\n", + "# Save as a compressed archive\n", + "np.savez_compressed(cache_path / 'am_map.npz', **d)\n", + "del(d)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "322df026-9bdd-40d0-a9a2-0fcfba879457", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/3. Luminosity function.ipynb b/docs/notebooks/Aurora/3. Luminosity function.ipynb new file mode 100644 index 0000000..023637b --- /dev/null +++ b/docs/notebooks/Aurora/3. Luminosity function.ipynb @@ -0,0 +1,1187 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "cd5d4aaa-1ca6-45ee-ac94-41dcc88e94d4", + "metadata": {}, + "source": [ + "# 3. Luminosity function" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3d3170fc-86af-4561-b060-0cb0d4666254", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n", + "model_hpx_order=5 --> (model_hpx_nside=32, model_hpx_npix=12288)\n" + ] + } + ], + "source": [ + "import pathlib\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import config\n", + "import utils" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7b0ec091-3a84-4235-9d16-e4eff7a42732", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "87de3e7f-b081-4aa7-a6f4-586a2487e8ef", + "metadata": {}, + "source": [ + "## Load extinction maps" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "db151bf4-9565-4a0a-95d3-4cdee98e6224", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape(AG_map) = (196608,)\n", + "min(ag), max(ag) = 0.0002497657 13.639912\n", + "min(abp), max(abp) = 0.00031270608 19.255543\n", + "min(arp), max(arp) = 0.00019200039 12.222513\n" + ] + } + ], + "source": [ + "res = np.load(cache_path / 'am_map.npz')\n", + "ag_map = res['ag_map']\n", + "abp_map = res['abp_map']\n", + "arp_map = res['arp_map']\n", + "print(\"shape(AG_map) =\", ag_map.shape)\n", + "\n", + "print(\"min(ag), max(ag) =\", np.nanmin(ag_map), np.nanmax(ag_map))\n", + "print(\"min(abp), max(abp) =\", np.nanmin(abp_map), np.nanmax(abp_map))\n", + "print(\"min(arp), max(arp) =\", np.nanmin(arp_map), np.nanmax(arp_map))" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "3210b7ef-c780-43e5-9632-f4ad0a85536a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape(AG_map) = (196608,)\n" + ] + } + ], + "source": [ + "res = np.load(cache_path / 's4_am_map.npz')\n", + "AG_map = res['AG_map']\n", + "ABP_map = res['ABP_map']\n", + "ARP_map = res['ARP_map']\n", + "print(\"shape(AG_map) =\", AG_map.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d6cf6836-dfe6-4f34-8b12-7c37a3fc2395", + "metadata": {}, + "outputs": [], + "source": [ + "# Later we will join this table with the globular cluster stars catalogue by the `hpx' key\n", + "am = pd.DataFrame({'hpx': np.arange(config.hpx_npix),\n", + " 'ag': ag_map, 'abp': abp_map, 'arp': arp_map})" + ] + }, + { + "cell_type": "markdown", + "id": "74cec626-1622-4fc5-8948-f020c0521779", + "metadata": {}, + "source": [ + "## Load a donor globular cluster from catalogue of Vasiliev & Baumgardt (2021)\n", + "\n", + "Paper: https://ui.adsabs.harvard.edu/abs/2021MNRAS.505.5978V\n", + "\n", + "Data: https://doi.org/10.5281/zenodo.4891252" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "36c81c16-733f-41a9-b326-cc08341f2bf8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "PosixPath('cache/Vasiliev2021_clusters/catalogues/NGC_6397.txt')" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "class Struct(): pass\n", + "\n", + "gc = Struct()\n", + "gc.name = 'NGC_6397'\n", + "gc.path = cache_path / 'Vasiliev2021_clusters/catalogues' / (gc.name + '.txt')\n", + "gc.path" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "615c6bb8-75b3-4cbe-b23a-94962194e850", + "metadata": {}, + "outputs": [], + "source": [ + "gc.all_stars = pd.read_csv(gc.path, delimiter='\\s+', comment='#',\n", + " names=['source_id', 'ra', 'dec', 'x', 'y', 'plx', 'pmra', 'pmdec', 'plxe', 'pmrae', 'pmdece', 'pmcorr',\n", + " 'g_mag', 'bp_rp', 'Sigma', 'qflag', 'memberprob'],\n", + " dtype={'source_id': int, 'qflag': int})" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b2007694-f459-47c9-9f18-c40bb1a84f3f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NGC_6397:\t103786 -> 35247\n" + ] + } + ], + "source": [ + "# Filter stars by a membership probability\n", + "num_stars0 = len(gc.all_stars)\n", + "mask = gc.all_stars['memberprob'] > 0.9\n", + "#mask &= gc.all_stars['qflag'] == 3\n", + "gc.all_stars = gc.all_stars[mask].copy()\n", + "print(f\"{gc.name}:\\t{num_stars0} -> {len(gc.all_stars)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bc786321-96e7-4730-950d-00009499b3a0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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2185921794186381089408264.891456-53.305860-0.16970.36810.554718.27111.1003
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35247 rows × 8 columns

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" + ], + "text/plain": [ + " source_id ra dec x y plx \\\n", + "69 5921764499563561088 264.513253 -53.554013 -0.3933 0.1185 0.5506 \n", + "93 5921764469498842240 264.535738 -53.547454 -0.3800 0.1252 0.0434 \n", + "156 5921764297708548736 264.522510 -53.574337 -0.3877 0.0982 1.1069 \n", + "218 5921794186381089408 264.891456 -53.305860 -0.1697 0.3681 0.5547 \n", + "249 5921794534294318336 264.918563 -53.302982 -0.1535 0.3711 0.3162 \n", + "... ... ... ... ... ... ... \n", + "103527 5921697330585673984 265.718705 -53.888273 0.3202 -0.2152 -2.5101 \n", + "103682 5921697708536850816 265.784107 -53.859293 0.3590 -0.1865 -0.0232 \n", + "103738 5921691283265597696 265.711831 -53.935925 0.3158 -0.2628 -0.5960 \n", + "103767 5921692039179832192 265.703675 -53.941228 0.3110 -0.2680 0.8761 \n", + "103769 5921692004820082816 265.705307 -53.944705 0.3119 -0.2715 -0.6599 \n", + "\n", + " g_mag bp_rp \n", + "69 17.7529 1.0021 \n", + "93 19.1133 1.2285 \n", + "156 20.3081 1.4496 \n", + "218 18.2711 1.1003 \n", + "249 20.8392 NaN \n", + "... ... ... \n", + "103527 20.6371 1.6382 \n", + "103682 19.6320 1.4871 \n", + "103738 20.1450 2.1770 \n", + "103767 20.1284 1.6229 \n", + "103769 20.6803 1.2468 \n", + "\n", + "[35247 rows x 8 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Drop redundant columns\n", + "gc.all_stars.drop(['pmra', 'pmdec', 'plxe', 'pmrae', 'pmdece', 'pmcorr', 'Sigma', 'qflag', 'memberprob'], axis='columns', inplace=True, errors='ignore')\n", + "gc.all_stars" + ] + }, + { + "cell_type": "markdown", + "id": "1485d3b0-56a6-4544-a9a9-4c96e34573d6", + "metadata": {}, + "source": [ + "## Load the combined catalogue by Baumgardt et al. (2023)\n", + "\n", + "Paper: https://academic.oup.com/mnras/article/521/3/3991/7067267\n", + "\n", + "Data: https://people.smp.uq.edu.au/HolgerBaumgardt/globular/\n", + "\n", + "Data for masses and structural parameters: https://people.smp.uq.edu.au/HolgerBaumgardt/globular/parameter.html" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2e731cf6-6b77-49c9-adfe-cc11560cb06c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting download from https://people.smp.uq.edu.au/HolgerBaumgardt/globular/combined_table.txt\n", + "File 'cache/Baumgardt2023_combined_table.txt' already downloaded\n", + "Done\n" + ] + } + ], + "source": [ + "url = 'https://people.smp.uq.edu.au/HolgerBaumgardt/globular/combined_table.txt'\n", + "file_name = cache_path / 'Baumgardt2023_combined_table.txt'\n", + "utils.download_file(url, file_name)\n", + "\n", + "baum = pd.read_table(file_name, skiprows=3, delimiter='\\s+', header=None,\n", + " names=['name', 'ra', 'dec', 'D', 'sigma_D', 'D_GC', 'sigma_D_GC', 'N_RV', 'N_PM', 'Mass', 'sigma_Mass',\n", + " 'V', 'sigma_V', 'M/L_V', 'sigma_(M_L_V)', 'r_c', 'r_hl', 'r_hm', 'r_t'],\n", + " usecols=np.arange(19), dtype={'name': str})" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "21352c4b-eab8-4af1-94de-8bc078c54a3f", + "metadata": {}, + "outputs": [], + "source": [ + "# Find the GC in the Baumgardt catalogue\n", + "mask = baum['name'] == gc.name\n", + "if np.all(mask == False):\n", + " raise ValueError(f\"No '{gc.name}' in the catalogue\")\n", + "gc.__dict__.update(baum[mask].iloc[0,1:].to_dict())" + ] + }, + { + "cell_type": "markdown", + "id": "de67ccfe-4e9c-47b0-a6d6-3ce4758c6264", + "metadata": {}, + "source": [ + "## Correct magnitude and colors for extinction" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d5e07e8c-fbcf-40ca-8847-09ffd3aa50a6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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35247 rows × 12 columns

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g_magmgcgv_magmv
count35247.00000035247.00000029664.00000029664.00000029664.000000
mean18.6868116.0595290.87907718.7786696.246410
std1.5166571.5198040.2983331.6336101.633610
min9.366100-3.271604-1.5866939.784147-2.748112
25%17.7321005.1012460.65446817.7144215.182163
50%18.8715006.2435960.83850718.9189766.386718
75%19.9180007.2936961.07241220.1298087.597549
max20.9775008.3858154.38664723.69079611.158537
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" + ], + "text/plain": [ + " g_mag mg cg v_mag mv\n", + "count 35247.000000 35247.000000 29664.000000 29664.000000 29664.000000\n", + "mean 18.686811 6.059529 0.879077 18.778669 6.246410\n", + "std 1.516657 1.519804 0.298333 1.633610 1.633610\n", + "min 9.366100 -3.271604 -1.586693 9.784147 -2.748112\n", + "25% 17.732100 5.101246 0.654468 17.714421 5.182163\n", + "50% 18.871500 6.243596 0.838507 18.918976 6.386718\n", + "75% 19.918000 7.293696 1.072412 20.129808 7.597549\n", + "max 20.977500 8.385815 4.386647 23.690796 11.158537" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Correct magnitudes\n", + "gc.all_stars['mg'] = gc.all_stars['g_mag'] - gc.all_stars['ag'] - 5*np.log10(gc.D) - 10\n", + "gc.all_stars['cg'] = gc.all_stars['bp_rp'] - (gc.all_stars['abp'] - gc.all_stars['arp'])\n", + "\n", + "# Estimate the magnitude in V band\n", + "# https://gea.esac.esa.int/archive/documentation/GEDR3/Data_processing/chap_cu5pho/cu5pho_sec_photSystem/cu5pho_ssec_photRelations.html\n", + "gc.all_stars['v_mag'] = gc.all_stars['g_mag'] \\\n", + " - ( -0.02704 + 0.01424*gc.all_stars['cg'] - 0.2156*gc.all_stars['cg']**2 + 0.01426*gc.all_stars['cg']**3 )\n", + "gc.all_stars['av'] = 0.56\n", + "gc.all_stars['mv'] = gc.all_stars['v_mag'] - gc.all_stars['av'] - 5*np.log10(gc.D) - 10\n", + "\n", + "gc.all_stars[['g_mag', 'mg', 'cg', 'v_mag', 'mv']].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "b49d5366-6572-493c-aa66-bf591582e9c4", + "metadata": {}, + "source": [ + "# Estimate radial profile" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "0763e822-9ea0-4506-98c7-61ef49d56089", + "metadata": {}, + "outputs": [], + "source": [ + "# Luminosity [L_sun]\n", + "gc.all_stars['L_V'] = 10**(0.4*(4.83 - gc.all_stars['mv']))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "49803622-9927-4f7a-a5bd-92e7bfee5639", + "metadata": {}, + "outputs": [], + "source": [ + "# Angular distance [arcmin]\n", + "gc.all_stars['r'] = gc.D*1e3 * np.sqrt(gc.all_stars['x']**2 + gc.all_stars['y']**2) * np.pi/180" + ] + }, + { + "cell_type": "markdown", + "id": "8a09bac6-27f2-4fd2-9ce7-91f7aa6e494e", + "metadata": {}, + "source": [ + "### Process all stars" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "670e7a5b-91ba-4735-afb1-cba88e88d51d", + "metadata": {}, + "outputs": [], + "source": [ + "# Make subsamples in radial shells\n", + "r_min = gc.r_hm\n", + "r_max = gc.all_stars['r'].max()\n", + "r_edges = [ r_min, r_min + 0.33*(r_max - r_min), r_max ]\n", + "shells = []\n", + "for i in range(len(r_edges)-1):\n", + " mask = (gc.all_stars['r'] >= r_edges[i]) & (gc.all_stars['r'] < r_edges[i+1])\n", + " shells.append(gc.all_stars[mask].copy())" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "260de31b-1f6e-4f3a-b980-4e183685abe8", + "metadata": {}, + "outputs": [], + "source": [ + "# Count luminosity function\n", + "mg_edges = np.linspace(-8.0, 10.0, 19)\n", + "lf_shells = []\n", + "L_shells = []\n", + "LM_Mass_shells = []\n", + "for i in range(len(r_edges)-1):\n", + " hist, _ = np.histogram(shells[i]['mg'], bins=mg_edges)\n", + " lf_shells.append(hist.astype(float))\n", + " L_shells.append(shells[i]['L_V'].sum())\n", + " LM_Mass_shells.append(L_shells[-1] * gc.__dict__['M/L_V'])" + ] + }, + { + "cell_type": "markdown", + "id": "aa5be1c0-6d49-44ac-b4ec-459d5005b747", + "metadata": {}, + "source": [ + "### Process RGB stars" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "550650b9-c296-4e64-bd87-96be38398595", + "metadata": {}, + "outputs": [], + "source": [ + "# Select\n", + "mask = (gc.all_stars['cg'] > 0.75) & (gc.all_stars['mg'] < 3.0)\n", + "gc.rgb_stars = gc.all_stars[mask].copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "a4046964-b621-42f6-a1b8-4038467eba30", + "metadata": {}, + "outputs": [], + "source": [ + "# Make subsamples in radial shells\n", + "r_min = gc.r_hm\n", + "r_max = gc.rgb_stars['r'].max()\n", + "r_edges = [ r_min, r_min + 0.33*(r_max - r_min), r_max ]\n", + "rgb_shells = []\n", + "for i in range(len(r_edges)-1):\n", + " mask = (gc.rgb_stars['r'] >= r_edges[i]) & (gc.rgb_stars['r'] < r_edges[i+1])\n", + " rgb_shells.append(gc.rgb_stars[mask].copy())" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "5e2b24ef-3132-4275-89a6-8d44ef5347eb", + "metadata": {}, + "outputs": [], + "source": [ + "# Count luminosity function\n", + "rgb_mg_edges = np.linspace(-8.0, 3.0, 12)\n", + "rgb_lf_shells = []\n", + "rgb_L_shells = []\n", + "for i in range(len(r_edges)-1):\n", + " hist, _ = np.histogram(rgb_shells[i]['mg'], bins=rgb_mg_edges)\n", + " rgb_lf_shells.append(hist.astype(float))\n", + " rgb_L_shells.append(rgb_shells[i]['L_V'].sum())" + ] + }, + { + "cell_type": "markdown", + "id": "2a087a7d-b014-4872-916d-7239e2e0dfe9", + "metadata": {}, + "source": [ + "### Done" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "33bf828a-e90e-4431-8e57-5e9f3b446421", + "metadata": {}, + "outputs": [], + "source": [ + "gc.r_edges = r_edges\n", + "#\n", + "gc.shells = shells\n", + "gc.mg_edges = mg_edges\n", + "gc.lf_shells = lf_shells\n", + "gc.L_shells = L_shells\n", + "gc.LM_Mass_shells = LM_Mass_shells\n", + "#\n", + "gc.rgb_shells = rgb_shells\n", + "gc.rgb_mg_edges = rgb_mg_edges\n", + "gc.rgb_lf_shells = rgb_lf_shells\n", + "gc.rgb_L_shells = rgb_L_shells" + ] + }, + { + "cell_type": "markdown", + "id": "b1627c96-ca23-4910-bc50-8e94e19d0b13", + "metadata": {}, + "source": [ + "## Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4120969f-c86f-4023-b4e6-cd2a3770ee5e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "18.032959432240766\n", + "18.032959432240766\n", + "16.564074219077895\n", + "16.564074219077895\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=5.0)\n", + "inch = 2.54 ## cm\n", + "#width, height = 17/inch, 5.69/inch\n", + "width, height = 17/inch, 5.3/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "#plt.suptitle(f\"{gc.name} | D={gc.D:.3g} kpc\")\n", + "\n", + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "#\n", + "stars_ = gc.all_stars.dropna()\n", + "plt.hist2d(stars_['cg'], stars_['mg'], bins=200, range=((-0.5, 2.0), (-5.0, 9.0)), norm='log', cmap='inferno', rasterized=True)\n", + "#plt.plot(gc.all_stars['cg'], gc.stars['mg'], '.')\n", + "##plt.plot([2.0, 0.75, 1.0, 2.0], [3.0, 3.0, -3.5, -3.5], c='k', ls=':')\n", + "plt.plot([5.0, 0.75, 0.75, 5.0], [3.0, 3.0, -8.0, -8.0], c='grey', alpha=0.8, ls=':')\n", + "#\n", + "plt.xlabel(r\"$\\mathrm{BP} - \\mathrm{RP}$ (corr.) [mag]\")\n", + "plt.xlim(-0.5, 2.0)\n", + "plt.ylabel(r\"$M_\\mathrm{G}$ [mag]\")\n", + "plt.ylim(9.0, -5.0)\n", + "#plt.ylim(gc.all_stars['mg'].max(), gc.all_stars['mg'].min())\n", + "\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "#\n", + "rect = mpl.patches.Rectangle((gc.r_edges[0], 0.0), (gc.r_edges[1] - gc.r_edges[0]), 1e6,\n", + " facecolor=colors[0], edgecolor='None', alpha=0.5)\n", + "plt.gca().add_patch(rect)\n", + "rect = mpl.patches.Rectangle((gc.r_edges[1], 0.0), (gc.r_edges[2] - gc.r_edges[1]), 1e6,\n", + " facecolor=colors[1], edgecolor='None', alpha=0.5)\n", + "plt.gca().add_patch(rect)\n", + "#\n", + "hist, r_edges = np.histogram(gc.all_stars['r'], bins=20)\n", + "print(max(gc.all_stars['r']))\n", + "print(max(r_edges))\n", + "print(max(gc.rgb_stars['r']))\n", + "print(gc.r_edges[-1])\n", + "plt.stairs(hist, r_edges, color='k', lw=1)\n", + "#\n", + "hist, _ = np.histogram(gc.rgb_stars['r'], bins=r_edges)\n", + "plt.stairs(hist, r_edges, color='k', lw=1.5)\n", + "#\n", + "plt.axvline(gc.r_edges[0], c='k', ls=':')\n", + "#plt.axvline(gc.r_edges[1], c='k', ls=':')\n", + "#plt.axvline(gc.r_edges[2], c='k', ls=':')\n", + "#\n", + "plt.xlabel(\"[pc]\")\n", + "ax1 = plt.gca()\n", + "ax2 = ax1.twiny()\n", + "ax2.set_xlabel(\"[arcmin]\")\n", + "xlim = ax1.get_xlim()\n", + "ax2.set_xlim([xlim[0]*1e-3/gc.D * 180*60/np.pi, xlim[1]*1e-3/gc.D * 180*60/np.pi])\n", + "plt.ylabel(\"Num. of stars\")\n", + "plt.yscale('log')\n", + "plt.ylim(ymax=0.5*len(gc.all_stars))\n", + "\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "#\n", + "p_1 = plt.stairs(gc.rgb_lf_shells[0], gc.rgb_mg_edges, ec=colors[0], lw=2, label=\"inner\")\n", + "p_2 = plt.stairs(gc.rgb_lf_shells[1], gc.rgb_mg_edges, ec=colors[1], lw=2, label=\"outer\")\n", + "#\n", + "plt.stairs(gc.lf_shells[0], gc.mg_edges, ec=colors[0], lw=1)\n", + "plt.stairs(gc.lf_shells[1], gc.mg_edges, ec=colors[1], lw=1)\n", + "#\n", + "#plt.axvline(2.7, ls=':', c='k')\n", + "#\n", + "#plt.legend(frameon=False)\n", + "plt.xlabel(r\"$M_\\mathrm{G}$ [mag]\")\n", + "plt.xlim(xmin=-6.0)\n", + "plt.ylabel(\"Num. of stars\")\n", + "plt.yscale('log')\n", + "\n", + "\n", + "#plt.savefig(f\"{gc.name}.png\", dpi=config.fig_dpi)\n", + "#plt.savefig(f\"{gc.name}.pdf\", dpi=config.fig_dpi)\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "2875493c-0ba8-4829-9157-8ef4c6a7f3db", + "metadata": {}, + "source": [ + "# Save the luminosity function" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "6bbe161d-805b-4850-8860-b281050488fd", + "metadata": {}, + "outputs": [], + "source": [ + "# List of all stars\n", + "mask = (gc.r_edges[0] <= gc.all_stars['r']) & (gc.all_stars['r'] < gc.r_edges[1])\n", + "source_id = gc.all_stars[mask]['source_id']\n", + "# List of RGB stars\n", + "mask = (gc.r_edges[0] <= gc.rgb_stars['r']) & (gc.rgb_stars['r'] < gc.r_edges[1])\n", + "rgb_source_id = gc.rgb_stars[mask]['source_id']\n", + "\n", + "np.savez_compressed(cache_path / f\"{gc.name}_lf.npz\",\n", + " source_id=source_id, mg_hist=gc.lf_shells[0], mg_edges=gc.mg_edges,\n", + " rgb_source_id=rgb_source_id, rgb_mg_hist=gc.rgb_lf_shells[0], rgb_mg_edges=gc.rgb_mg_edges)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea90e0c2-d0cf-4cba-85a8-69ba35eeebc5", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/3. Parallax errors.ipynb b/docs/notebooks/Aurora/4. Parallax errors.ipynb similarity index 99% rename from docs/notebooks/Aurora/3. Parallax errors.ipynb rename to docs/notebooks/Aurora/4. Parallax errors.ipynb index 1879c6a..5230d97 100644 --- a/docs/notebooks/Aurora/3. Parallax errors.ipynb +++ b/docs/notebooks/Aurora/4. Parallax errors.ipynb @@ -5,7 +5,7 @@ "id": "6e6c8d8e-b253-4307-b4fc-9a7b9b3516cd", "metadata": {}, "source": [ - "# 3. Parallax errors" + "# 4. Parallax errors" ] }, { diff --git a/docs/notebooks/Aurora/5. Domain.ipynb b/docs/notebooks/Aurora/5. Domain.ipynb new file mode 100644 index 0000000..2aed642 --- /dev/null +++ b/docs/notebooks/Aurora/5. Domain.ipynb @@ -0,0 +1,157 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b05f33ae-3543-4fdd-9491-9af69d15d2d5", + "metadata": {}, + "source": [ + "# 5. Domain" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "d01a2a0a-acec-4191-b534-6f73591886df", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hpx_order=7 --> (hpx_nside=128, hpx_npix=196608)\n", + "model_hpx_order=5 --> (model_hpx_nside=32, model_hpx_npix=12288)\n" + ] + } + ], + "source": [ + "import pathlib\n", + "\n", + "import config\n", + "from domain import Domain\n", + "from projector import Projector" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "1ff7db0b-5fb3-41d3-be27-902506c9e7df", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "381b95f9-7e4f-4337-90dd-252d6274842e", + "metadata": {}, + "outputs": [], + "source": [ + "hpx_order = config.model_hpx_order\n", + "hpx_nside = config.model_hpx_nside\n", + "hpx_npix = config.model_hpx_npix" + ] + }, + { + "cell_type": "markdown", + "id": "3552397b-c093-4f6f-bc4c-1589dd8fbb88", + "metadata": {}, + "source": [ + "## Setup domain" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "659c6ed7-91ae-4f80-9aa9-c7033c3690a5", + "metadata": {}, + "outputs": [], + "source": [ + "dom = Domain().make(hpx_nside, Dlim=(0.01, 18.0), Dnum=42)\n", + "dom._info = f\"HEALPix {hpx_order}; whole sky\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "43e3c3f9-4ec5-441e-8de2-dd549fe03dd3", + "metadata": {}, + "outputs": [], + "source": [ + "# Save domain\n", + "dom.save(cache_path / f\"domain_hpx{hpx_order}_wholesky.npz\")" + ] + }, + { + "cell_type": "markdown", + "id": "ca23b7fc-56c4-4b65-bca0-f38df2ac3a2b", + "metadata": {}, + "source": [ + "## Setup projector" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "db812696-0260-44f5-a8cb-33abc6862d14", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████████| 12288/12288 [00:30<00:00, 405.46it/s]\n" + ] + } + ], + "source": [ + "proj = Projector().make(dom)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "feecb8e5-dd41-4693-940a-9008f80a2d37", + "metadata": {}, + "outputs": [], + "source": [ + "# Save projector\n", + "proj.save(cache_path / f\"projector_hpx{hpx_order}_wholesky.npz\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5f84ddc1-d918-4ae7-8de0-471b60312bcd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/2. XP selection function.ipynb b/docs/notebooks/Aurora/6. XP selection function.ipynb similarity index 99% rename from docs/notebooks/Aurora/2. XP selection function.ipynb rename to docs/notebooks/Aurora/6. XP selection function.ipynb index 731ac55..215c207 100644 --- a/docs/notebooks/Aurora/2. XP selection function.ipynb +++ b/docs/notebooks/Aurora/6. XP selection function.ipynb @@ -5,7 +5,7 @@ "id": "f3f35c70", "metadata": {}, "source": [ - "# 3. XP selection function" + "# 6. XP selection function" ] }, { @@ -168,10 +168,10 @@ } ], "source": [ - "# Hereinafter the Aurora model will use teh pixelization level 5\n", - "hpx_order = 5\n", - "hpx_nside = 2**hpx_order\n", - "hpx_npix = 12 * 4**hpx_order\n", + "# Hereinafter the Aurora model will use this pixelization level\n", + "hpx_order = config.model_hpx_order\n", + "hpx_nside = config.model_hpx_nside\n", + "hpx_npix = config.model_hpx_npix\n", "\n", "ds = xp_stats.hds[hpx_order]\n", "G = ds['phot_g_mean_mag_'].values\n", diff --git a/docs/notebooks/Aurora/7. Probability transformation function.ipynb b/docs/notebooks/Aurora/7. Probability transformation function.ipynb new file mode 100644 index 0000000..639204e --- /dev/null +++ b/docs/notebooks/Aurora/7. Probability transformation function.ipynb @@ -0,0 +1,876 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f3f35c70", + "metadata": {}, + "source": [ + "# 7. Probability transformation function" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "dbac36a3", + "metadata": {}, + "outputs": [], + "source": [ + "import pathlib\n", + "from tqdm import tqdm\n", + "\n", + "import numpy as np\n", + "import scipy as sp\n", + "from scipy.special import erf\n", + "import pandas as pd\n", + "\n", + "from astropy_healpix import HEALPix\n", + "from astropy.coordinates import SkyCoord\n", + "\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import config\n", + "import utils\n", + "from domain import Domain" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2bab3b62-6b07-4de1-8f2f-5c1a0265e9b5", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "89195343-4cf4-4101-b8dc-8f27464d0045", + "metadata": {}, + "source": [ + "## Load everything" + ] + }, + { + "cell_type": "markdown", + "id": "554318ff-0c7a-4cb0-9a91-a9bf35a3d5ee", + "metadata": {}, + "source": [ + "### Load domain" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "0119dcbc-b748-4111-be02-c01ef17664fb", + "metadata": {}, + "outputs": [], + "source": [ + "dom = Domain().load(cache_path / 'domain_hpx5_wholesky.npz')\n", + "hpx_nside = dom.nside\n", + "hpx_ipix = dom.ipix\n", + "D_edgs = dom.D_\n", + "D = dom.D\n", + "dD = dom.dD\n", + "\n", + "hpx_order = int(np.log2(hpx_nside))\n", + "hpx_npix = 12 * 4**hpx_order" + ] + }, + { + "cell_type": "markdown", + "id": "3947bb75-3ce8-41e2-97fc-10f3471a5528", + "metadata": {}, + "source": [ + "### Load AG map" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b9256711-dae3-46d3-b181-2963cc3d3ccd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape(AG_map0) = (196608,)\n", + "shape(AG_map) = (12288,)\n" + ] + } + ], + "source": [ + "res = np.load(cache_path / 'am_map.npz')\n", + "AG_map0 = res['ag_map']\n", + "print(\"shape(AG_map0) =\", AG_map0.shape)\n", + "\n", + "# Downscale the map if necessary\n", + "AG_map = np.zeros(hpx_npix)\n", + "if hpx_order < 7:\n", + " for i0 in range(AG_map0.shape[0]):\n", + " i = i0 // 4**(7-hpx_order)\n", + " AG_map[i] += AG_map0[i0] / 4**(7-hpx_order)\n", + "print(\"shape(AG_map) =\", AG_map.shape)" + ] + }, + { + "cell_type": "markdown", + "id": "d2c4e654-6a24-48e5-91bd-d7c1b0326dd7", + "metadata": {}, + "source": [ + "### Load the model for parallax error" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2d8fb755-fa55-422d-92d3-0de760221d8f", + "metadata": {}, + "outputs": [], + "source": [ + "f = cache_path / 'logplxerr_nvis_g.npz'\n", + "res = np.load(f, allow_pickle=True)\n", + "nvis_bins = res['nvis_bins']\n", + "plxerr_nvis_g = pd.DataFrame(dict(res['plxerr_nvis_g'].tolist())).T" + ] + }, + { + "cell_type": "markdown", + "id": "6716daca-bd08-4586-b0a6-f70cc62fb035", + "metadata": {}, + "source": [ + "### Load statistics on the parallax errors" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "a8c363e4-1a4d-4395-9cba-4ef9c659ce94", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " hpx g_bin parallax_error visibility_periods_used\n", + "0 115097 90.431837 NaN 5.0\n", + "1 51930 93.920902 1.402338 11.0\n", + "2 51971 96.581129 NaN 7.0\n", + "3 62925 95.783810 2.076251 10.0\n", + "4 129137 72.139887 0.037037 23.0\n", + "... ... ... ... ...\n", + "9983129 193153 94.197821 0.916554 15.0\n", + "9983130 9024 96.154636 NaN 12.0\n", + "9983131 114811 91.732077 NaN 7.0\n", + "9983132 12966 92.579426 0.658761 15.0\n", + "9983133 122047 91.663813 0.602893 15.0\n", + "\n", + "[9983134 rows x 4 columns]" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pe0 = pd.read_hdf(cache_path / 'dr3_plxerr_stats.hdf5', key='df')\n", + "pe0" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "05b0cb00-69da-4413-acc1-6a6031f4a588", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NaNs:\n", + "hpx 0\n", + "g_bin 14518\n", + "parallax_error 1886571\n", + "visibility_periods_used 0\n", + "dtype: int64\n" + ] + } + ], + "source": [ + "print(\"NaNs:\")\n", + "print(pe0.isna().sum())\n", + "\n", + "pe = pe0[pe0['g_bin']>=0].copy()\n", + "pe.dropna(inplace=True)\n", + "\n", + "peh = pe.groupby('hpx').agg(nvis=('visibility_periods_used', 'median')).reset_index()\n", + "peh['nvis_bin'] = pd.cut(peh['nvis'], bins=nvis_bins).astype(str)\n", + "\n", + "del(pe0)\n", + "del(pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "92324b1a-2466-4caa-8460-8daf73e5d0ee", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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hpxnvisnvis_bin
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\n", + "
" + ], + "text/plain": [ + " hpx nvis nvis_bin\n", + "0 0 12.0 (2.0, 14.0]\n", + "1 1 14.5 (14.0, 15.0]\n", + "2 2 16.0 (15.0, 16.0]\n", + "3 3 16.0 (15.0, 16.0]\n", + "4 5 15.0 (14.0, 15.0]\n", + "... ... ... ...\n", + "193935 196603 16.0 (15.0, 16.0]\n", + "193936 196604 15.5 (15.0, 16.0]\n", + "193937 196605 14.0 (2.0, 14.0]\n", + "193938 196606 16.0 (15.0, 16.0]\n", + "193939 196607 14.5 (14.0, 15.0]\n", + "\n", + "[193940 rows x 3 columns]" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "peh" + ] + }, + { + "cell_type": "markdown", + "id": "27b439fa-84f4-41a8-ada3-76cfc7ce7eb9", + "metadata": {}, + "source": [ + "### Load the XP selection function" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "ed8db915-2341-4126-ab4c-727b9996c1f3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape(prb_xp) = (12288, 109)\n" + ] + } + ], + "source": [ + "fpath = cache_path / f\"sf_xp_hpx{hpx_order}_g.npz\"\n", + "res = np.load(fpath)\n", + "G_edgs = res['G_']\n", + "#prb_xp = res['prb_xp']\n", + "prb_xp = res['prb_xp_smo']\n", + "print(\"shape(prb_xp) =\", prb_xp.shape)\n", + "\n", + "del(res)" + ] + }, + { + "cell_type": "markdown", + "id": "ad53bfde-c451-4d9b-8d0e-a0679ae8928c", + "metadata": {}, + "source": [ + "### Load and prepare the luminosity function" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "820fe8fc-0ccb-4c02-bd88-94d2892e4f1c", + "metadata": {}, + "outputs": [], + "source": [ + "res = np.load('NGC_6397_lf.npz')\n", + "M_hist = res['rgb_mg_hist']\n", + "M_bins = res['rgb_mg_edges']" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "1f889d5a-7be9-4502-8211-103eeec0780c", + "metadata": {}, + "outputs": [], + "source": [ + "# Interpolate the LF\n", + "M_ = 0.5*(M_bins[:-1] + M_bins[1:])\n", + "fn_m_interp = sp.interpolate.interp1d(M_, M_hist, bounds_error=False, fill_value=(0.0, 0.0))\n", + "M = np.linspace(M_[0], M_[-1], 161)\n", + "Phi = fn_m_interp(M)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "dd8b5588-fa93-4c36-92c3-5cfae49d6862", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Normalization: 170.0\n" + ] + } + ], + "source": [ + "# Normalize the LF as a PDF\n", + "C = np.trapz(Phi, M)\n", + "Phi /= C\n", + "print(\"Normalization:\", C)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "e329df05-e0b8-4820-bcb4-db48eca31cb4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Ti22+z3VZ3IvBSOREt6/L0qCkpATbX9pgdX9OCKFMDEYiF0pLS0NSUpLN3mdOCKFMiuiVJvJEjvQ+MxSVicFI5AL2Bm8LgoDU1FROCKFgvJQmcjJ7M+Xw8lkd2GIkcqLKikt2Z8rh5bM6MBiJnOgt/U6rM+Xw8lldeClN5CTVFd8h580dTbaLoojjx4+zpagibDESOcE7uW+g8s14q+/Fx8czFFWGwUjUSgaDAS+ufsbqe6IoIi4uzr0FUasxGIlaKT093ep9RVEUkZWVxZlyVIj3GIlawWAwQKvVNtnO+4rqxhYjUSukp6dbHZrD+4rqxmAkukMlJSU2W4u8r6huDEaiO6DX620uTRAfH8/7iirHYCRqIXvrQAtsLXoEBiNRC9nqhYYgYEPKy2wtegCXBOOJEyfw6KOP4vTp0644PZFsbPVCC4KAgPlaPPa3BTJURc7WomCsqqpCREQEfH19G4VeQkICoqKiMG/ePNTU1GDQoEF49NFHnV0rkeyKioqsXkIvXP4UvAP/R4aKyBVaFIw+Pj7Iy8vDjBkzzNtOnjyJyspKFBYWIjg4GAcOHHD4fNXV1TCZTI1eREql1+sxZ86cJttFUcS8xTEyVESu0qJg9PLyQteuXRttO3bsGCZMmAAAmDRpEoqKinDu3Dl89NFHyMnJwbVrtpd+3Lx5M/z8/Myvnj173sFHIHI9Wx0uGo0GWVlZCAjsLlNl5AqtfvLFaDQiMDAQAODn54crV64gKCgIe/fubfbYNWvWID7+jwfvTSYTw5EUyVaHS25uLmbOnNloHWhSv1YHo7+/v/kS2Gg0onPnzg4f6+3tDW9v79aWQORStjpcNBoNRowYIUNF5Gqt7pUePnw4Dh8+DADIz8/HyJEjW3wOnU6H4OBgPkJFimSrw2XlypUcmuOhWhyMkydPxuHDh7F06VLk5OQgPDwcAQEBiIqKwpkzZzB9+vQWFxEbG4szZ86gpKSkxccSuZK9DhcO5PZcLb6UPnToUJNtaWlpTimGSEnsdbhkZmaytejBOO0YkQ1nz5612+FCnouPBBLZUFpa2mQbO1zaBkUEIztfSGkMBgOeffbZJtu3bNnCS+g2QBHByM4XUhpbl9FDhgyRoRpyN0UEI5GSGAwGfPPNNxAEodF2jUaDoKAgmaoid2LnC9H/ZzAYkJ6eDq1Wy57oNo7BSG3KJeMNXP2tptG2yopLyErfiv1v5Vg9RhAEvPneYYSED7b56N+5/9qeE4DURxHBqNPpoNPpUFdXJ3cp5MEuGW/gAe1R3Lh56++s1nQZVaXvw1Tyjt3jJEnCyj3FuOuzG3b382mngX+H9k6rl+SjiGCMjY1FbGwsTCYT/Pz85C6HPNTV32pQ9ctPWD7QBxdPf4HdO5s+/2yNKIr458pHmp1Bx79De3S/x8cZpZLMFBGMRO6QvTMDl3auxwto+tyzLaIoIisrCw8MDXZhZaQ0DEbyeAaDAcnJycjMzHT4mPnz5+Phhx/GiBEj2OHSBjEYySMZDAacPXsWH3/8MV566SWrs+NYIwgCUlJSkJiY6OIKSckUEYzsfCFnSktLw+rVq62v5GcDW4h0O0UEIztfyFmef/55bNq0yeH9RVHEli1b2EKkRhQRjESt1ZL7iIIgYM2aNXjwwQcRFBTEFiI1wWAk1UtLS0NSUpJD9xE7hE3Ce7u17GUmuxiMpFotaSWKoohn1qzH27WDuaIfNYvBSKqk1+uxdOnSZluJK1aswGOPPYagoCAYhY54+5XP3FQhqRmDkRTH2vPMt6usuGR1yYHbCYKAlc9twKInb63LYgSfZybHKSIYOVyHGlg+z2yp1nQZVz/R2x2K0yFsEu6JnIO3a7s0aSHyeWZyhCKCkcN1qMHV32pw42YdXp49EEF/9m303ju5b2BDapzNlqJlK9EaPs9MjlBEMBJZCvqzLwZ0/+MfSYPBgBdXP2MzFGfNmgWtVsuhN+QUnMGbVMHWUgPArR5nhiI5E4ORVMHain3ArZm1s7KyGIrkVAxGUrySkhKrK/bFxMSgvLwcS5YskaEq8mQMRlI0vV6PiIgIq5fRs2fPZkuRXILBSIplMBhsjlfkin3kSooIRp1Oh+DgYAwdOlTuUkhB0tPTrbYURVHkin3kUooYrsNxjGSpsuIStNqma7KIoojjx4/zH1FyKUW0GIkslZUWW72Ejo+PZyiSyzEYSXGqvjqMpNimPc2iKCIuzvZTLUTOwmAkRamsuIQr+a80aS1yvCK5kyLuMRI1eEu/E7ByCZ2bm4uZM2fKUBG1RWwxkmIYDAa8nqVrsl2j0WDEiBEyVERtFYORFOPs2bNWO1xWrlzJS2hyKwYjKYa156HZ4UJyYDCSIhgMBqvPQ6ekpLC1SG6niGDkky9UVFRk9SmXIUOGyFANtXWKCMbY2FicOXMGJSUlcpdCMtDr9ZgzZ06T7XwemuSiiGCktsvWRBF8HprkxHGMJCtbM3On6vRYsiTa/QURgS1Gkln//v0hihZ/hoKIsMHD5CmICGwxkszy8/MbXUYLggD/iU8hILC7jFVRW8cWI8nG6v1FQYBP30HyFUUEBiPJyNoQHam+HrXGCpkqIrqFwUiysDVER9Ro4HVPoAwVEf2BwUhuZ2uIjkajwfot2+HVqYtMlRHdwmAkt7M1RCc3NxeP/W2BDBURNcZgJLezNkSHU4uRkjAYye169OiBlJQUczhqNBo+5UKKwmAkt9Pr9Vi9ejXq6+shCAI2b96MJUuarvFCJBcGI7lVQ8dLwz1GSZKwZs0aGAwGmSsj+oMigpHTjrUd1jpe6urqcO7cOZkqImpKEcHIacfaDlsdL5xejJREEcFIbUt8fDw0Gg0AdryQMnESCXIbvV5vvr8oCAISEhIQFxfHUCTFYYuR3MJap8v27dtlrorIOgYjuQU7XUhNGIzkFux0ITVhMJJb8GkXUhMGI7kFn3YhNWEwksvxaRdSGwYjuRw7XkhtGIzkcux4IbVhMJLL9ejRA1lZWXzahVSDT76QWyxZsgQTJ07EuXPnEBQUxFAkRWMwkssZDAacPXsW/fv3x5gxY+Quh6hZvJQml9Lr9ejduzfGjRuH3r17Q6/Xy10SUbMYjOQylsN06uvrsXz5cg7TIcVjMJLLcJgOqRWDkVyGw3RIrRiM5DIcpkNqxV5pcikO0yE1YjCSy/Xo0YOBSKrikmD88ssvcfDgQVy/fh2bN29Gu3btXPFrSAVuH8PIcCS1aNE9xqqqKkRERMDX1xenT582b09ISEBUVBTmzZuHmpoa7N+/Hxs2bMCoUaNw/PhxpxdN6sAxjKRWLWox+vj4IC8vD4mJieZtJ0+eRGVlJQoLC7Fp0yYcOHCg0TGCINg8X3V1Naqrq80///rrrwAAk8nUkrLIzSqMN2C8XmN3n5/+7/+wdOlSSJIE4NYYxqXLlqFLvxB0u/dem8ed//k31Fdfx7UqE0wm2387RNeqTC3+W2nIloa/S5ukO7Bw4ULp1KlTkiRJkk6nk15//XVJkiSptLRUio2NlUpLS6V169ZJq1atkmpqamyeZ/369RIAvvjiiy+3vi5evGg341p9j9FoNCIwMBAA4OfnhytXrmDw4MEYPHhws8euWbMG8fHx5p/r6+tx5coV/OlPf7Lb0mxgMpnQs2dPXLx4EZ06dbrzDyEDtdau1roB9dau1roB5dUuSRKqqqrMmWVLq4PR39/f3Dw1Go3o3Lmzw8d6e3vD29u70bZ77rmnxTV06tRJEV/6nVBr7WqtG1Bv7WqtG1BW7X5+fs3u0+oB3sOHD8fhw4cBAPn5+Rg5cmRrT0lEJKsWtxgnT56MsrIyfPvtt1i+fDmio6MREBCAqKgo9OrVq1HHDBGRGrU4GA8dOtRkW1pamlOKaSlvb2+sX7++yeW4Gqi1drXWDai3drXWDai3dkFqtt+aiKht4SQSREQWGIxERBYYjEREFjwiGOvr67Fw4UJERUVh1KhR+P777+UuqUU+/fRTjB8/HqNHj8bBgwflLqdFcnNz0bVrV7nLaJEvv/wSUVFRGD16NGbNmoWbN2/KXZJdlnMRqIXavufbeUQwlpWVobq6GoWFhVi3bh127Nghd0kO+/3336HVavHhhx/i6NGjeOSRR+QuyWH19fU4cOAAevbsKXcpLdK9e3fk5+fj6NGjCAoKwnvvvSd3STbdPhdBcHBwk7kIlExN37MljwjGhumsJEmC0WhUVQumqKgIPj4+mDp1KqZNm4bKykq5S3LYnj17MGPGjCbLFyhdQEAA7r77bgBAu3bt4OWl3GlJjx07hgkTJgAAJk2ahKKiIpkrcpyavmdL6vqLtqFLly4QRRH33XcfkpKSEB0dLXdJDvvpp5/www8/4N///jeWLVuGDRs2yF2SQ+rq6rBv3z7Mnj1b7lLu2IULF1BQUIApU6bIXYpNRqPR/Chdw1wEaqOG79mSeiIcQGVlJWbMmNFk+5NPPgkfHx988803OHHiBOLj47F3714ZKrTNXu33338/2rdvj3HjxmHz5s0yVGebrbqXLl2KWbNmKbq1aKv2999/H15eXnj88ceRnZ2t6ImUWzMXgRKYTCZVfM9N3Mm0Y0pz6NAhadWqVZIkSdL3338vTZw4UeaKHHf58mVpwoQJkiRJ0rFjx6SFCxfKW5CDkpKSpAcffFCaOHGi1KlTJ+mZZ56RuySH1dbWSlOmTJEKCgrkLqVZJ06ckObNmydJkiQlJydLe/bskbkix6npe7bkEU++1NXV4fHHH8elS5dQXV2Nbdu2ITIyUu6yHKbT6fCvf/0LoijitddeQ79+/eQuqUWGDBmC0tJSuctwWG5uLp566imEhIQAuNVqV/ItgYSEBBQXF6NXr17Izs5G+/bt5S7JIWr7nm/nEcFIRORMyr1BREQkEwYjEZEFBiMRkQUGIxGRBQYjEZEFBiMRkQUGIxGRBQYjyaa8vByCIODIkSMAgJqaGvj7+zeZHSknJwf9+/fHBx984NTf/8knn+Avf/mLqmZjIvdgMJKshgwZgnfeeQcAUFBQgP79+1vdLy4uDn/961+d+rvHjRuHZ5991qnnJM/AYCRZ9e7dGxcuXIAkSXj33Xcxbdq0Zo+57777MH/+fAwYMAC5ubmYM2cOQkNDcfToUQDAqlWrMGbMGAwbNgxlZWUAgMOHDyM8PBwzZ87E2LFjUV5e7sJPRWqnqtl1yDONGDEC//nPf/Dzzz9j5MiRuHbtmt39KysrsWvXLvz000+IiorC+fPn8e233yIlJQWjR4/Gxo0bcffdd+Prr79GSkoK3nrrLaxbtw4ff/wxOnTogODgYDd9MlIrBiPJbvr06Zg9ezYWLFjg0P79+vWDr68vvLy80L9/f9x1113o3r07rl69CgDQarXIz8+HKIrQaDQAbs023jBlV2hoqGs+CHkMXkqT7Pr374/777/f6tyJ1giCYPW/JUnCL7/8gry8PBQWFmLHjh1omCNFo9Hg6tWrqKmpwalTp5z7AcjjsMVIipCRkeGU8/j7+6Nbt24YO3Yshg8fbt6+YcMGjBs3Dv369UNAQIC6Jk0l95NxLkgih+zfv18aNGiQlJeXd8fnqKmpkSRJkn7//XcpLCxMqq2tlT7++GNp8ODB0uuvv+6sUslDcD5GahP279+PHTt24Nq1a4iNjcXixYvlLokUjMFIRGSBnS9ERBYYjEREFhiMREQWGIxERBYYjEREFhiMREQWGIxERBYYjEREFv4frFQTGIqF7ngAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 8/inch, 6/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "plt.suptitle(\"Luminosity function\")\n", + "\n", + "plt.stairs(M_hist, M_bins)\n", + "plt.plot(M, fn_m_interp(M), '.k')\n", + "plt.xlabel(\"M [mag]\")\n", + "plt.yscale('log')\n", + "plt.ylim(ymin=1)\n", + "\n", + "plt.savefig(fig_path / 'lf.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "f1751c94-e65e-47a7-a685-c73a1b2d6809", + "metadata": {}, + "source": [ + "## Evaluate the transformation function" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "b06ecc8f-5032-4866-b9ce-5a0ee602df39", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████████| 12288/12288 [01:32<00:00, 133.13it/s]\n" + ] + } + ], + "source": [ + "G__ = 0.5*(G_edgs[:-1] + G_edgs[1:])\n", + "\n", + "# Dims: hpx, D, D'\n", + "K = np.nan * np.zeros((len(hpx_ipix), len(D), len(D)))\n", + "TF = K.copy()\n", + "\n", + "DD = D[None,:,None]\n", + "DD_ = D[:,None,None]\n", + "\n", + "G_lim = 16.0\n", + "q = 4.0\n", + "for k, hpx in tqdm(enumerate(hpx_ipix), total=len(hpx_ipix)):\n", + " # Dims: D, D', M\n", + " GG = M[None,None,:] + AG_map[hpx] + 5.0*np.log10(DD) + 10.0\n", + "\n", + " sigma_plx = np.inf * np.ones_like(GG)\n", + " nvis_bin = peh.iloc[hpx]['nvis_bin']\n", + " sigma_plx = 10**np.interp(GG, plxerr_nvis_g.loc[nvis_bin]['G'], plxerr_nvis_g.loc[nvis_bin]['logsigma_plx'])\n", + "\n", + " # Magnitude selection\n", + " SF_mag = GG <= G_lim\n", + " # Parallax selection\n", + " SF_plx = 1/DD_ > q*sigma_plx\n", + " # XP selection\n", + " SF_xp_interp = sp.interpolate.interp1d(G__, prb_xp[hpx], bounds_error=False, fill_value=(0.0, 0.0))\n", + " SF_xp = SF_xp_interp(GG)\n", + "\n", + " dTF = 0.5*erf((1/D_edgs[:-1,None,None] - 1.0/D[None,:,None]) / (np.sqrt(2)*sigma_plx)) \\\n", + " - 0.5*erf((1/D_edgs[1:,None,None] - 1.0/D[None,:,None]) / (np.sqrt(2)*sigma_plx))\n", + " K[hpx] = np.trapz(Phi[None,None,:] * (SF_mag & SF_plx).astype(float) * SF_xp * dTF, M, axis=-1)\n", + " TF[hpx] = K[hpx] * dom.dVol[None,:]\n", + "\n", + " isnan = np.any(np.isnan(TF[hpx]))\n", + " if isnan:\n", + " print(f\"hpx={hpx}: NaN\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "a40dfe8c-8816-4915-bbc9-ddb20ae45c43", + "metadata": {}, + "source": [ + "## Make some plots" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "6c8ba8de-e0d9-435e-9228-4ca037bd09c3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ipix_: [7181 7596]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l = [ 0, 30]\n", + "b = [-5, 7]\n", + "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", + "hp = HEALPix(nside=hpx_nside, order='nested', frame='icrs')\n", + "ipix_ = hp.skycoord_to_healpix(co)\n", + "print(\"ipix_:\", ipix_)\n", + "\n", + "plt.figure()\n", + "\n", + "for i, hpx in enumerate(ipix_):\n", + " plt.subplot(1, 2, i+1)\n", + " plt.title(f\"(l,b) = ({co[i].l.deg}, {co[i].b.deg})\")\n", + "\n", + " ih = np.argwhere(hpx_ipix == hpx)[0][0]\n", + " im = plt.plot(D, np.diag(K[ih]), '.-')\n", + " plt.xlabel(\"$D$ [kpc]\")\n", + "\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "0a29a8de-5c44-4fcf-80b4-2574553fc421", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ipix_: [7181 7596]\n", + "D[18] = 8.12744 [kpc]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 17/inch, 16/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "plt.suptitle(\"TF density for the certain sky directions\")\n", + "\n", + "l = [ 0, 30]\n", + "b = [-5, 7]\n", + "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", + "hp = HEALPix(nside=hpx_nside, order='nested', frame='icrs')\n", + "ipix_ = hp.skycoord_to_healpix(co)\n", + "print(\"ipix_:\", ipix_)\n", + "\n", + "i = 18\n", + "print(f\"D[{i}] = {D[i]:g} [kpc]\")\n", + "for k, hpx in enumerate(ipix_):\n", + " plt.subplot(2, 2, k+1)\n", + " plt.title(f\"(l,b) = ({co[k].l.deg}, {co[k].b.deg})\")\n", + "\n", + " ih = np.argwhere(hpx_ipix == hpx)[0][0]\n", + "\n", + " plt.plot(D, K[ih,:,i], '-', label=f\"D' = {D[i]:.3g} kpc\")\n", + " plt.axvline(D[i], ls=':', c='k')\n", + " plt.xlabel(\"$D$ [kpc]\")\n", + "\n", + " plt.legend(handlelength=0, loc='upper right', frameon=False)\n", + " #plt.yscale('log')\n", + "\n", + "for k, hpx in enumerate(ipix_):\n", + " plt.subplot(2, 2, 2+k+1)\n", + " plt.title(f\"(l,b) = ({co[k].l.deg}, {co[k].b.deg})\")\n", + "\n", + " ih = np.argwhere(hpx_ipix == hpx)[0][0]\n", + "\n", + " plt.plot(D, K[ih,i,:], '-', label=f\"D = {D[i]:.3g} kpc\")\n", + " plt.axvline(D[i], ls=':', c='k')\n", + " plt.xlabel(\"$D'$ [kpc]\")\n", + "\n", + " plt.legend(handlelength=0, loc='upper right', frameon=False)\n", + " #plt.yscale('log')\n", + "\n", + "plt.show()\n", + "#plt.savefig(fig_path / 'tf_1.pdf')\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "6befad8b-1877-4850-b022-cd7e02b3cf6d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ipix_: [7181 7596]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 17/inch, 8/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "plt.suptitle(\"TF for the certain sky directions\")\n", + "\n", + "l = [ 0, 30]\n", + "b = [-5, 7]\n", + "co = SkyCoord(l, b, frame='galactic', unit='deg')\n", + "hp = HEALPix(nside=hpx_nside, order='nested', frame='icrs')\n", + "ipix_ = hp.skycoord_to_healpix(co)\n", + "print(\"ipix_:\", ipix_)\n", + "\n", + "for i, hpx in enumerate(ipix_):\n", + " plt.subplot(1, 2, i+1)\n", + " plt.title(f\"(l,b) = ({co[i].l.deg}, {co[i].b.deg})\")\n", + "\n", + " ih = np.argwhere(hpx_ipix == hpx)[0][0]\n", + " #im = plt.pcolormesh(D, D, CF[ih] * (D_[1:,None] - D_[:-1,None]) / (D_[None,1:] - D_[None,:-1]), norm=LogNorm(), rasterized=True)\n", + " im = plt.pcolormesh(D, D, K[ih], rasterized=True)\n", + " #plt.colorbar(im)\n", + " plt.xlabel(\"$D'$ [kpc]\")\n", + " plt.ylabel(\"$D$ [kpc]\")\n", + "\n", + "plt.show()\n", + "#plt.savefig('fig/cf_2.pdf')\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "33a1f743-51bb-4b8b-ad17-b849da924e17", + "metadata": {}, + "source": [ + "## Save the TF" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "4fffb09f-152c-4793-8f1f-faf9ac34542a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "isnan(TF) = False\n" + ] + } + ], + "source": [ + "print(\"isnan(TF) =\", np.any(np.isnan(TF)))\n", + "np.savez_compressed(cache_path / 'tf.npz', M=M, Phi=Phi, TF=TF)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "014a1a44-287d-4e7a-a361-094f210b60fe", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/8. Aurora model.ipynb b/docs/notebooks/Aurora/8. Aurora model.ipynb new file mode 100644 index 0000000..91e2ca8 --- /dev/null +++ b/docs/notebooks/Aurora/8. Aurora model.ipynb @@ -0,0 +1,926 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "008a052e-c811-4895-9045-11abf75484e5", + "metadata": {}, + "source": [ + "# 8. Aurora model" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "408b6cc9-0bbd-4010-847c-91ca5ef1fb72", + "metadata": {}, + "outputs": [], + "source": [ + "import importlib\n", + "import pathlib\n", + "from tqdm import tqdm\n", + "\n", + "import numpy as np\n", + "import scipy as sp\n", + "from scipy.interpolate import interp1d\n", + "from scipy.optimize import minimize\n", + "import pandas as pd\n", + "\n", + "import astropy.units as u\n", + "from astropy_healpix import HEALPix\n", + "from astropy.coordinates import SkyCoord, ICRS, Galactic, Galactocentric\n", + "\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import config\n", + "import utils\n", + "from domain import Domain\n", + "from projector import Projector" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "14faf5b1-40fa-4162-ab27-f867454d6a29", + "metadata": {}, + "outputs": [], + "source": [ + "cache_path = pathlib.Path(config.cache_path)\n", + "cache_path.mkdir(exist_ok=True)\n", + "\n", + "fig_path = pathlib.Path(config.fig_path)\n", + "fig_path.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c0944f41-c7f1-41a9-9bc2-d2fcf61a94b5", + "metadata": {}, + "outputs": [], + "source": [ + "# Metallicity limits\n", + "mh_lo_lim, mh_hi_lim = -3.0, -1.3" + ] + }, + { + "cell_type": "markdown", + "id": "3921e318-1e91-4a3e-8ef3-92e7cabf0a5a", + "metadata": {}, + "source": [ + "## Load everything" + ] + }, + { + "cell_type": "markdown", + "id": "58482fd1-b3a4-4416-a9ba-0da3e126f9ce", + "metadata": {}, + "source": [ + "### Load domain" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "9a04b560-9347-46ff-9202-88dbeb849e83", + "metadata": {}, + "outputs": [], + "source": [ + "dom = Domain().load(cache_path / f\"domain_hpx{config.model_hpx_order}_wholesky.npz\")\n", + "hpx_nside = dom.nside\n", + "hpx_ipix = dom.ipix\n", + "D_edgs = dom.D_\n", + "D = dom.D\n", + "dD = dom.dD\n", + "\n", + "hpx_order = int(np.log2(hpx_nside))\n", + "hpx_npix = 12 * 4**hpx_order\n", + "hpx_base = 2**35 * 4**(12 - hpx_order)" + ] + }, + { + "cell_type": "markdown", + "id": "07cdc8fa-848a-4e79-9db6-b2d1586c2ea5", + "metadata": {}, + "source": [ + "### Load projecting operator" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "1291ba02-368e-4f79-9e2a-e6e65e87fc62", + "metadata": {}, + "outputs": [], + "source": [ + "proj = Projector().load(cache_path / f\"projector_hpx{config.model_hpx_order}_wholesky.npz\")" + ] + }, + { + "cell_type": "markdown", + "id": "ce478da3-4b60-43be-a26c-60683807c6e0", + "metadata": {}, + "source": [ + "### Load RGB sample" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "420add8a-13e5-4ec1-9dd9-7739d2c71afa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of subsample stars: 17558141\n" + ] + } + ], + "source": [ + "usecols = ['source_id', 'l', 'b', 'dist', 'x', 'y', 'z', 'mh_xgboost']\n", + "df0 = pd.read_hdf(cache_path / 'rgb.hdf5', columns=usecols)\n", + "print(\"Num. of subsample stars:\", len(df0))" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "cda208c0-0a6c-4550-b67c-a2904cd81cad", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Num. of subsample stars after selection: 222319\n" + ] + } + ], + "source": [ + "# Cut by [M/H]\n", + "mask = (mh_lo_lim <= df0['mh_xgboost']) & (df0['mh_xgboost'] < mh_hi_lim)\n", + "df = df0[mask]\n", + "print(f\"Num. of subsample stars after selection:\", len(df))\n", + "del(df0)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "a70e6a3f-f44c-4937-b5db-a257fedbc86c", + "metadata": {}, + "outputs": [], + "source": [ + "df['hpx'] = df['source_id'] // hpx_base" + ] + }, + { + "cell_type": "markdown", + "id": "7b32070e-19b1-473a-9745-2e9ac476b57b", + "metadata": {}, + "source": [ + "### Load probability transformation function" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "60242021-bbf8-478f-81a9-c98ab2979570", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape(TF) = (12288, 41, 41)\n", + "isnan(TF) = False\n", + "isnan(TF[hpx_ipix]) = False\n" + ] + } + ], + "source": [ + "res = np.load(cache_path / 'tf.npz')\n", + "TF = res['TF']\n", + "\n", + "print(\"shape(TF) =\", np.shape(TF))\n", + "print(\"isnan(TF) =\", np.any(np.isnan(TF)))\n", + "print(\"isnan(TF[hpx_ipix]) =\", np.any(np.isnan(TF[hpx_ipix])))\n", + "del(res)" + ] + }, + { + "cell_type": "markdown", + "id": "8c3965a8-b9a6-46f0-b3c4-03927dd93378", + "metadata": {}, + "source": [ + "## Estimate the observables" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "784a07f3-99ba-458c-9e67-f704530c122e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape(N_lbD) = (12288, 41)\n" + ] + } + ], + "source": [ + "df['dist_bin'] = pd.cut(df['dist'], bins=D_edgs)\n", + "cnt0 = df.groupby(['hpx', 'dist_bin'], observed=False).size().reset_index(name='cnt')\n", + "cnt1 = cnt0.pivot(index='hpx', columns='dist_bin', values='cnt')\n", + "cnt2 = cnt1.merge(pd.Series(hpx_ipix, name='hpx'), how='right', on='hpx')\n", + "cnt2.fillna(0.0, inplace=True)\n", + "cnt2.drop(columns='hpx', inplace=True)\n", + "N_lbD = cnt2.values\n", + "print(\"shape(N_lbD) =\", np.shape(N_lbD))\n", + "\n", + "del(cnt0, cnt1, cnt2)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "b2dfc9ba-fedf-45a4-b799-456c7c47dd32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.rc('font', size=6.0)\n", + "inch = 2.54 ## cm\n", + "width, height = 10/inch, 5/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "plt.suptitle(f\"Num. of sources per HEALPix {hpx_order}\")\n", + "\n", + "plt.gca().set_aspect('equal')\n", + "sky = np.nan * np.zeros(hpx_npix)\n", + "sky[hpx_ipix] = N_lbD.sum(axis=1)\n", + "utils.plot_hpxmap(sky, vmin=1.0, title=\"Aurora + GS/E\")\n", + "\n", + "plt.savefig(fig_path / 'obs_map.pdf', dpi=config.fig_dpi)\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "e7bc796a-8ae3-40c2-b72a-b268ea0f7e6c", + "metadata": {}, + "outputs": [], + "source": [ + "# Save the observables\n", + "np.savez_compressed(cache_path / 'N_lbD.npz', N_lbD=N_lbD)" + ] + }, + { + "cell_type": "markdown", + "id": "a854f6e8-b7cd-471b-9ecd-6f157a19cbd6", + "metadata": {}, + "source": [ + "## Run the model" + ] + }, + { + "cell_type": "markdown", + "id": "fe120b0f-bcfa-4f3b-b196-e00dd937ed65", + "metadata": {}, + "source": [ + "### Prepare" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "d012e5a3-26df-43a6-91f2-b679779656c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load previous samples, if any\n", + "import phys_models\n", + "importlib.reload(phys_models)\n", + "\n", + "sims_ = []\n", + "try:\n", + " sims = pd.read_csv('model.csv')\n", + " sims_ = sims.to_dict('records')\n", + "except FileNotFoundError:\n", + " pass\n", + "len(sims_)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "66015451-2d89-433d-8253-85553abc5f78", + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize GS/E model\n", + "fn_rho_gse = phys_models.Density_LBM23_AD_SC()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "4060868f-9dad-41b0-90c6-a8a4a5771c42", + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize the full density model\n", + "rho_gse = fn_rho_gse(proj.xyz[0], proj.xyz[1], proj.xyz[2])\n", + "fn_rho = phys_models.Density_tot_BPL(rho_gse)" + ] + }, + { + "cell_type": "markdown", + "id": "d11717ce-cbdf-4cdb-a5ab-d4b7032477f4", + "metadata": {}, + "source": [ + "### Maximize likelihood\n", + "\n", + "All run results stored in 'model.csv'. The best run is stored in 'model_ast.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "039c0f4d-10f9-45ea-b496-d89d26477964", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|███████████████████████████████████████████████████████████████████████████████████████| 100/100 [03:44<00:00, 2.24s/it]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "ast:\n", + " logL/N b s k_1 q_1 k_2 xi \\\n", + "172 -11.356594 1.156159 2.0406 4.315492 3.291281 6.292868 0.001586 \n", + "\n", + " N \n", + "172 222183.0 \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "b_min, b_max = 0.7, 2.0\n", + "s_min, s_max = 1.5, 2.5\n", + "k_1_min, k_1_max = 1.0, 5.0\n", + "q_1_min, q_1_max = 0.1, 20.0\n", + "k_2_min, k_2_max = 3.0, 8.0\n", + "xi_min, xi_max = 0.0003, 0.003\n", + "\n", + "low = [b_min, s_min, k_1_min, q_1_min, k_2_min, xi_min]\n", + "high = [b_max, s_max, k_1_max, q_1_max, k_2_max, xi_max]\n", + "bounds = list(zip(low, high))\n", + "\n", + "niter = 100\n", + "for _ in tqdm(range(niter), total=niter):\n", + " theta_0 = np.random.default_rng().uniform(low=low, high=high)\n", + "\n", + " # SciPy\n", + " method = None\n", + " #method = 'L-BFGS-B'\n", + " res = minimize(fun=phys_models.loss_multinomial, x0=theta_0, tol=1e-6, bounds=bounds, args=(dom, proj, TF, fn_rho, N_lbD), method=method)\n", + "\n", + " sims_.append({'b_0': theta_0[0], 's_0': theta_0[1],\n", + " 'k_1_0': theta_0[2], 'q_1_0': theta_0[3], 'k_2_0': theta_0[4], 'xi_0': theta_0[5],\n", + " 'logL/N': -res.fun/N_lbD.sum(),\n", + " 'b': res.x[0], 's': res.x[1],\n", + " 'k_1': res.x[2], 'q_1': res.x[3], 'k_2': res.x[4], 'xi': res.x[5],\n", + " 'N': N_lbD.sum()})\n", + " sims = pd.DataFrame(sims_)\n", + "\n", + "sims.to_csv('model.csv', mode='w', index=False)\n", + "\n", + "print()\n", + "ast = pd.DataFrame(sims.iloc[sims['logL/N'].idxmax()]).T[['logL/N', 'b', 's', 'k_1', 'q_1', 'k_2', 'xi', 'N']]\n", + "ast.to_csv('model_ast.csv', mode='w', index=False)\n", + "print(\"ast:\")\n", + "print(ast)" + ] + }, + { + "cell_type": "markdown", + "id": "d576587b-035c-45d7-a37b-23713c07e0df", + "metadata": {}, + "source": [ + "## Plots" + ] + }, + { + "cell_type": "markdown", + "id": "41ac3f72-a390-46f0-96ed-03914e7bb7fa", + "metadata": {}, + "source": [ + "### Apply the best model" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "1d839deb-3ab0-4998-b513-401f009be0d7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ast:\n", + " logL/N -11.356594\n", + "b 1.156159\n", + "s 2.040600\n", + "k_1 4.315492\n", + "q_1 3.291281\n", + "k_2 6.292868\n", + "xi 0.001586\n", + "N 222183.000000\n", + "Name: 0, dtype: float64\n", + "theta = [1.15615860e+00 2.04059986e+00 4.31549226e+00 3.29128052e+00\n", + " 6.29286784e+00 1.58586511e-03]\n" + ] + } + ], + "source": [ + "ast = pd.read_csv('model_ast.csv').iloc[0]\n", + "print(\"ast:\\n\", ast)\n", + "theta = ast[['b', 's', 'k_1', 'q_1', 'k_2', 'xi']].values\n", + "print(\"theta =\", theta)" + ] + }, + { + "cell_type": "markdown", + "id": "f3c4df11-07f3-4eed-9b8e-46c52b2b8557", + "metadata": {}, + "source": [ + "### Plot cuts" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "ded9c99c-1c53-4875-94d5-a8d047b6550f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rho = fn_rho(proj.xyz[0], proj.xyz[1], proj.xyz[2], theta)\n", + "p = np.einsum('ijk,ik->ij', TF, rho)\n", + "p /= p.sum()\n", + "Q_lbD = N_lbD.sum() * p\n", + "\n", + "\n", + "step = 0.5\n", + "l_grid = np.arange(-180.0, 180.0, step)\n", + "b_grid = np.arange(-90.0, 90.0, step)\n", + "b_mesh, l_mesh = np.meshgrid(b_grid, l_grid)\n", + "\n", + "hp = HEALPix(nside=hpx_nside, order='nested', frame='icrs')\n", + "co = SkyCoord(l_mesh, b_mesh, frame='galactic', unit='deg')\n", + "hpx = hp.skycoord_to_healpix(co)\n", + "\n", + "\n", + "plt.rc('font', size=6.0)\n", + "plt.rc('axes', linewidth=0.6)\n", + "plt.rc('legend', borderpad=0)\n", + "plt.rc('legend', borderaxespad=0.25)\n", + "plt.rc('lines', linewidth=0.75)\n", + "inch = 2.54 ## cm\n", + "width, height = 18/inch, 10.8/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "alpha = 0.7\n", + "\n", + "bs = [-30, -12, -5, 5, 20]\n", + "ls = [-60, -10, 0, 10, 20]\n", + "co = SkyCoord(ls, bs, frame='galactic', unit='deg')\n", + "hp = HEALPix(nside=hpx_nside, order='nested', frame='icrs')\n", + "ipix_ = hp.skycoord_to_healpix(co)\n", + "\n", + "for k, b_ in enumerate(bs):\n", + " plt.subplot(3, len(bs), k+1)\n", + " ib = np.argmin(b_grid < b_) - 1\n", + " plt.step(l_grid, N_lbD[hpx[:,ib]].sum(axis=-1), where='mid', alpha=alpha, label=(r\"$b={%g}^\\circ$\" % b_))\n", + " plt.step(l_grid, Q_lbD[hpx[:,ib]].sum(axis=-1), c='k', where='mid', alpha=alpha)\n", + " plt.legend(handlelength=0, loc='upper right', frameon=False)\n", + " plt.xlabel(r\"$l$ [deg]\")\n", + " plt.xlim(l_grid[-1], l_grid[0])\n", + " plt.yscale('log')\n", + " plt.ylim(ymin=1)\n", + "\n", + "for k, l_ in enumerate(ls):\n", + " plt.subplot(3, len(bs), len(bs)+k+1)\n", + " il = np.argmin(l_grid < l_) - 1\n", + " plt.step(b_grid, N_lbD[hpx[il,:]].sum(axis=-1), where='mid', alpha=alpha, label=(r\"$l={%g}^\\circ$\" % l_))\n", + " plt.step(b_grid, Q_lbD[hpx[il,:]].sum(axis=-1), c='k', where='mid', alpha=alpha)\n", + " plt.legend(handlelength=0, loc='upper right', frameon=False)\n", + " plt.xlabel(r\"$b$ [deg]\")\n", + " plt.yscale('log')\n", + " plt.ylim(ymin=1)\n", + "\n", + "for k, i in enumerate(ipix_):\n", + " plt.subplot(3, len(bs), 2*len(bs)+k+1)\n", + " plt.step(D, N_lbD[i,:], where='mid', alpha=alpha, label=(r\"$(l,b)=({%g}, {%g})^\\circ$\" % (ls[k], bs[k])))\n", + " plt.step(D, Q_lbD[i,:], c='k', where='mid', alpha=alpha)\n", + " plt.legend(handlelength=0, loc='upper right', frameon=False)\n", + " plt.xlabel(r\"$D$ [kpc]\")\n", + " #plt.yscale('log')\n", + " plt.ylim(ymin=1)\n", + "\n", + "plt.savefig(cache_path / 'model_cuts.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "01bb95ae-6bd6-433f-b60c-016d187c3745", + "metadata": {}, + "source": [ + "### Plot projections" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "f15b3f15-0267-4662-aa2c-31654969936d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/kurbatov/GaiaUnlimited/2023 Aurora/application-pipeline.git/notebooks/utils.py:178: RuntimeWarning: invalid value encountered in divide\n", + " diff_lb = (dF_hist_lb - df_hist_lb) / (dF_hist_lb + df_hist_lb)\n", + "/home/kurbatov/GaiaUnlimited/2023 Aurora/application-pipeline.git/notebooks/utils.py:215: RuntimeWarning: invalid value encountered in divide\n", + " diff_xy = (dF_hist_xy - df_hist_xy) / (dF_hist_xy + df_hist_xy)\n", + "/home/kurbatov/GaiaUnlimited/2023 Aurora/application-pipeline.git/notebooks/utils.py:252: RuntimeWarning: invalid value encountered in divide\n", + " diff_xz = (dF_hist_xz - df_hist_xz) / (dF_hist_xz + df_hist_xz)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "inch = 2.54 ## cm\n", + "width, height = 18/inch, 12.675/inch\n", + "\n", + "utils.plot_final_pane(df, Q_lbD, dom, proj, xlim=(-20, 10), ylim=(-15, 15), zlim=(-15, 15),\n", + " figsize=(width, height), bins=75)\n", + "\n", + "plt.savefig(cache_path / 'model-projections.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "markdown", + "id": "64eadefa-0138-4335-b7dd-27004fb8eb7e", + "metadata": {}, + "source": [ + "## Estimate mass of the Aurora and GS/E" + ] + }, + { + "cell_type": "markdown", + "id": "762e6a43-8498-40a0-877d-ae0632c5be55", + "metadata": {}, + "source": [ + "### Normalize the densities" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "2de67784-8b61-480c-8632-61b15450de27", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "r_min, r_max = 0.01 18.0\n", + "(33554432, 3)\n", + "(17568694, 3)\n", + "n_samples = 17568694\n", + "xi = 0.0015858651072014\n", + "C = 0.014838447723113941\n", + "? 1 ~ 1.0000000000000009\n", + "f_M_au = 0.5591849760807592\n", + "f_M_gse = 0.4408150239192411\n" + ] + } + ], + "source": [ + "from scipy.stats import qmc\n", + "\n", + "# More than enough\n", + "#r_min, r_max = 2.0, 70.0 # kpc\n", + "r_min, r_max = D_edgs[0], D_edgs[-1]\n", + "print(\"r_min, r_max =\", r_min, r_max)\n", + "Vol_max = 4*np.pi/3 * r_max**3\n", + "Vol_min = 4*np.pi/3 * r_min**3\n", + "Vol = Vol_max - Vol_min\n", + "\n", + "sampler = qmc.Sobol(d=3, scramble=False)\n", + "xyzT = sampler.random_base2(m=25)\n", + "xyzT = qmc.scale(xyzT, [-r_max, -r_max, -r_max], [r_max, r_max, r_max])\n", + "print(xyzT.shape)\n", + "\n", + "mask = (r_min <= sp.linalg.norm(xyzT, axis=1)) & (sp.linalg.norm(xyzT, axis=1) <= r_max)\n", + "xyzT = xyzT[mask]\n", + "print(xyzT.shape)\n", + "n_samples = xyzT.shape[0]\n", + "print(\"n_samples =\", n_samples)\n", + "\n", + "x_, y_, z_ = xyzT[:,0], xyzT[:,1], xyzT[:,2]\n", + "\n", + "xi = ast['xi']\n", + "print(\"xi =\", xi)\n", + "rho_gse__ = fn_rho_gse(x_, y_, z_)\n", + "rho_au__ = fn_rho.fn(x_, y_, z_, theta)\n", + "rho__ = (1-xi)*rho_au__ + xi*rho_gse__\n", + "\n", + "# MC the total model\n", + "C = n_samples/Vol / rho__.sum()\n", + "print(\"C =\", C)\n", + "# PDF for the total population inside the r_max sphere\n", + "rho_ = C * rho__\n", + "print(\"? 1 ~\", rho_.sum() * Vol/n_samples)\n", + "# Joint PDF for the Aurora inside the r_max sphere\n", + "rho_au_ = C * (1-xi)*rho_au__\n", + "f_M_au = rho_au_.sum() * Vol/n_samples\n", + "print(\"f_M_au =\", f_M_au)\n", + "# Joint PDF for the GS/E inside the r_max sphere\n", + "rho_gse_ = C * xi*rho_gse__\n", + "f_M_gse = rho_gse_.sum() * Vol/n_samples\n", + "print(\"f_M_gse =\", f_M_gse)\n", + "\n", + "# Estimate the total PDF inside the r_max sphere\n", + "ph = pd.DataFrame({'x': x_, 'y': y_, 'z': z_, 'rho_gse': rho_gse_, 'rho_au': rho_au_, 'rho': rho_})\n", + "del(xyzT, x_, y_, z_, rho_gse__, rho_au__, rho__, rho_gse_, rho_au_, rho_)\n", + "\n", + "# Estimate the total density in the model domain\n", + "rho = C * fn_rho(proj.xyz[0], proj.xyz[1], proj.xyz[2], theta)\n", + "rho_au = C * (1-xi) * fn_rho.fn(proj.xyz[0], proj.xyz[1], proj.xyz[2], theta)\n", + "rho_gse = C * xi * fn_rho_gse(proj.xyz[0], proj.xyz[1], proj.xyz[2])" + ] + }, + { + "cell_type": "markdown", + "id": "9c2b3af3-3f00-4459-9bfc-9c30a274b3ea", + "metadata": {}, + "source": [ + "### Estimate the number of stars and the mass of a `true' sample, i.e. not affected by selection effects" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "e0367f10-1e22-41d6-8bac-1ded68a87278", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Z = 0.0898082629184768\n", + "N_dat_sample = 222183\n", + "N_pop_sample = 2473970\n", + "N_pop_au = 1383406\n", + "N_pop_gse = 1090563\n", + "mass_frac = 142.6\n", + "M_tot_sample = 3.53e+08 M_sun\n", + "M_tot_au = 1.97e+08 M_sun\n", + "M_tot_gse = 1.56e+08 M_sun\n" + ] + } + ], + "source": [ + "# The model evidence\n", + "Z = np.einsum('ijk,ik->', TF, rho)\n", + "print(\"Z =\", Z)\n", + "\n", + "# Number of stars in the sample\n", + "N_dat_sample = int(N_lbD.sum())\n", + "# Number of stars in population (i.e. not affected by the selection effects)\n", + "N_pop_sample = int(N_dat_sample / Z)\n", + "# Number of stars in the Aurora\n", + "N_pop_au = int(f_M_au * N_pop_sample)\n", + "# Number of stars in the GS/E\n", + "N_pop_gse = int(f_M_gse * N_pop_sample)\n", + "\n", + "print(\"N_dat_sample =\", N_dat_sample)\n", + "print(\"N_pop_sample =\", N_pop_sample)\n", + "print(\"N_pop_au =\", N_pop_au)\n", + "print(\"N_pop_gse =\", N_pop_gse)\n", + "\n", + "# Stellar mass on an isochrone of [Fe/H]=-2 and age 13 Gyr\n", + "# MIST isochrones are used for this\n", + "mass_frac = 142.6\n", + "# Mass of the entire population represented by the observes RGB stars\n", + "M_tot_sample = mass_frac * N_pop_sample\n", + "# Mass of the Aurora\n", + "M_tot_au = f_M_au * M_tot_sample\n", + "# Mass of the GS/E\n", + "M_tot_gse = f_M_gse * M_tot_sample\n", + "\n", + "print(\"mass_frac =\", mass_frac)\n", + "print(f\"M_tot_sample = {M_tot_sample:.2e} M_sun\")\n", + "print(f\"M_tot_au = {M_tot_au:.2e} M_sun\")\n", + "print(f\"M_tot_gse = {M_tot_gse:.2e} M_sun\")" + ] + }, + { + "cell_type": "markdown", + "id": "9a930d93-c2c0-4f39-95d0-0a9f51e9ccae", + "metadata": {}, + "source": [ + "### Plot radial profiles" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "15cbd4b6-72c7-45f1-8cb9-6c5cda9102fd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ph['r'] = np.sqrt(ph['x']**2 + ph['y']**2 + ph['z']**2)\n", + "ph['r_bins'] = pd.cut(ph['r'], D_edgs, right=False, include_lowest=True)\n", + "ph_r = ph.groupby('r_bins', observed=True, as_index=False).mean()\n", + "\n", + "\n", + "dVol = np.full_like(proj.xyz[0], dom.dVol)\n", + "proj.r = np.sqrt(proj.xyz[0]**2 + proj.xyz[1]**2 + proj.xyz[2]**2)\n", + "\n", + "df = pd.DataFrame({'r': proj.r.flatten(), 'N': N_lbD.flatten(),\n", + " 'dVol': dVol.flatten(),\n", + " 'Q': Q_lbD.flatten()})\n", + "df['r_bins'] = pd.cut(df['r'], dom.D_, right=False, include_lowest=True)\n", + "\n", + "df_r = df.groupby('r_bins', observed=True, as_index=False).sum()\n", + "rr = df.groupby('r_bins', observed=True, as_index=False)['r'].mean()\n", + "df_r['n'] = df_r['N'] / df_r['dVol']\n", + "df_r['q'] = df_r['Q'] / df_r['dVol']\n", + "\n", + "\n", + "plt.rc('font', size=5.0)\n", + "plt.rc('lines', linewidth=1.2)\n", + "inch = 2.54 ## cm\n", + "width, height = 8/inch, 8/inch\n", + "plt.figure(figsize=(width, height), layout='constrained')\n", + "\n", + "mpl.style.use('tableau-colorblind10')\n", + "prop_cycle = plt.rcParams['axes.prop_cycle']\n", + "colors = prop_cycle.by_key()['color']\n", + "\n", + "fig, (ax0, ax1) = plt.subplots(2, 1, figsize=(width, height), layout='constrained', gridspec_kw={'height_ratios': [5, 1]})\n", + "\n", + "alpha = 0.8\n", + "\n", + "ax_ = ax0\n", + "ax_.set_title(f\"{mh_lo_lim} < [M/H] < {mh_hi_lim}\")\n", + "#\n", + "ax_.plot(D, df_r['q'], 'k', alpha=alpha, label=\"Model & selection\")\n", + "#\n", + "ax_.plot(D, df_r['n'], c=colors[0], alpha=alpha, label=\"Data\")\n", + "#\n", + "ax_.plot(ph_r['r'], N_pop_sample*ph_r['rho_au'], ls='--', c=colors[1], label=\"Aurora\")\n", + "ax_.plot(ph_r['r'], N_pop_sample*ph_r['rho_gse'], ls='--', c=colors[6], label=\"GS/E\")\n", + "ax_.plot(ph_r['r'], N_pop_sample*ph_r['rho'], ls='--', c='k', label=\"Aurora + GS/E\")\n", + "#\n", + "ax_.legend(handlelength=3.0, frameon=False)\n", + "ax_.set_xlim(0.0, D_edgs[-1])\n", + "ax_.set_ylabel(r\"Number density of stars [kpc$^{-3}$]\")\n", + "ax_.set_yscale('log')\n", + "\n", + "ax_ = ax1\n", + "ax_.axhline(0.0, c='k', lw=ax_.spines['top'].get_linewidth())\n", + "ax_.step(D, (df_r['q'] - df_r['n']) / (df_r['q'] + df_r['n']), where='post', c='gray')\n", + "ax_.set_xlabel(r\"Galactocentric distance [kpc]\")\n", + "ax_.set_xlim(0.0, D_edgs[-1])\n", + "ax_.set_ylabel(\"Rel. residual\")\n", + "ax_.set_ylim(0.0, 1.0)\n", + "ax_.set_yticks([-1.0, -0.5, 0.0, 0.5, 1.0])\n", + "ax__ = ax_.twinx()\n", + "ax__.set_ylim(0.0, 1.0)\n", + "ax__.set_yticks([-1.0, -0.5, 0.0, 0.5, 1.0])\n", + "ax__.set_yticklabels([])\n", + "\n", + "plt.savefig(fig_path / 'model-radial.pdf')\n", + "plt.show()\n", + "plt.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "429ded93-4a02-471f-a056-ce34d546564f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/notebooks/Aurora/config.py b/docs/notebooks/Aurora/config.py new file mode 100644 index 0000000..6c4ff36 --- /dev/null +++ b/docs/notebooks/Aurora/config.py @@ -0,0 +1,26 @@ + +import numpy as np + + +cache_path = './cache/' + +fig_path = './fig/' +fig_dpi = 300 + +# Use HEALPix 7 for extinction estimate and plotting +hpx_order = 7 +hpx_base = 2**35 * 4**(12 - hpx_order) +hpx_nside = 2**hpx_order +hpx_npix = 12 * 4**hpx_order +print(f"hpx_order={hpx_order} --> (hpx_nside={hpx_nside}, hpx_npix={hpx_npix})") + +# This pixelization level is used for the Model +model_hpx_order = 5 +model_hpx_base = 2**35 * 4**(12 - model_hpx_order) +model_hpx_nside = 2**model_hpx_order +model_hpx_npix = 12 * 4**model_hpx_order +print(f"model_hpx_order={model_hpx_order} --> (model_hpx_nside={model_hpx_nside}, model_hpx_npix={model_hpx_npix})") + +## Magnitude bins +G_min, G_max, dG = 1.7, 23.5, 0.2 ## mag +G_bins = np.linspace(G_min, G_max, int((G_max-G_min)/dG) + 1) diff --git a/docs/notebooks/Aurora/domain.py b/docs/notebooks/Aurora/domain.py new file mode 100644 index 0000000..631def1 --- /dev/null +++ b/docs/notebooks/Aurora/domain.py @@ -0,0 +1,67 @@ +# %% + +import numpy as np + +from astropy_healpix import HEALPix +from astropy.coordinates import SkyCoord + + + +class Domain(): + + def __init__(self): + pass + + + def make(self, nside, Dlim, Dnum, radius=None): + + # + # Sky + + self.nside = nside + + hp = HEALPix(nside=nside, order='nested', frame='icrs') + + # Pixel indices + if radius is None: + hpx_order = int(np.log2(nside)) + npix = 12 * 4**hpx_order + self.ipix = np.arange(npix) + else: + co = SkyCoord(0.0, 0.0, frame='galactic', unit='deg') + self.ipix = hp.cone_search_skycoord(co, radius=radius) + + # Pixel centres + co = hp.healpix_to_skycoord(self.ipix) + self.l = co.galactic.l.value + self.b = co.galactic.b.value + # Pixel areas + self.Omega = hp.pixel_area.value + + # + # Distances + + # Edges of the distance grid + self.D_ = np.linspace(Dlim[0], Dlim[1], Dnum) + # Centers of the distance grid + self.D = 0.5*(self.D_[:-1] + self.D_[1:]) + # Steps of the distance grid + self.dD = self.D_[1:] - self.D_[:-1] + + # + # Measures + + self.dVol = self.Omega * (self.D_[1:]**3 - self.D_[:-1]**3) / 3.0 + + return self + + + def load(self, fpath): + d = np.load(fpath) + self.__dict__.update(d) + + return self + + + def save(self, fpath): + np.savez_compressed(fpath, **self.__dict__) diff --git a/docs/notebooks/Aurora/fig/a0-am.pdf b/docs/notebooks/Aurora/fig/a0-am.pdf index 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diff --git a/docs/notebooks/Aurora/model_ast.csv b/docs/notebooks/Aurora/model_ast.csv new file mode 100644 index 0000000..68e27f7 --- /dev/null +++ b/docs/notebooks/Aurora/model_ast.csv @@ -0,0 +1,2 @@ +logL/N,b,s,k_1,q_1,k_2,xi,N +-11.3565940341398,1.1561585991224024,2.0405998588488488,4.315492256269385,3.2912805152431632,6.292867837747885,0.001585865107201487,222183.0 diff --git a/docs/notebooks/Aurora/phys_models.py b/docs/notebooks/Aurora/phys_models.py new file mode 100644 index 0000000..9f6fc78 --- /dev/null +++ b/docs/notebooks/Aurora/phys_models.py @@ -0,0 +1,197 @@ + +import numpy as np +from numpy import pi, sqrt, exp, log, log10 +import scipy as sp +import scipy.stats + + + +def fn_xyz_pow(x, y, z, theta): + b, s, k = theta[0], theta[1], theta[2] + q = sqrt( (x**2 + y**2)/(b*s)**2 + z**2/b**2 ) + f = 1.0 / (1.0 + q)**k + return f + + + +class Rotation: + """ + """ + + def __init__(self, theta, eta, phi): + self.theta, self.eta, self.phi = theta, eta, phi + + # Plane rotation matrix + P = np.array([[ np.cos(np.deg2rad(phi)), np.sin(np.deg2rad(phi)), 0], + [-np.sin(np.deg2rad(phi)), np.cos(np.deg2rad(phi)), 0], + [0, 0, 1]]) + + # Rodrigues rotation formula + # https://stackoverflow.com/a/76703318/1038377 + # https://en.wikipedia.org/wiki/Rodrigues%27_rotation_formula + zetax = np.sqrt(1-eta**2) * np.cos(np.deg2rad(theta)) + zetay = np.sqrt(1-eta**2) * np.sin(np.deg2rad(theta)) + K = np.array([[0, 0, zetax], [0, 0, zetay], [-zetax, -zetay, 0]]) + R = np.eye(3) + np.sqrt(1-eta**2) * K + (1+eta) * K.dot(K) + self.T = R.dot(P) + + + +class Density_LBM23_ELZ_DBPLD(Rotation): + """Density profile for GC/E [M_sun kpc-3] + + Lane, Bovy & Mackereth. The stellar mass of the Gaia-Sausage/Enceladus accretion remnant (2023) + https://ui.adsabs.harvard.edu/abs/2023MNRAS.526.1209L + + 'e-Lz' selection, 'DBPL+D' model. + """ + + def __init__(self): + self.alpha_1 = 0.64 + self.alpha_2 = 4.08 + self.alpha_3 = 6.8 + self.r_1 = 17.4 + self.r_2 = 34.17 + self.p = 0.61 + self.q = 0.37 + self.f_disk = 0.55 + self.R_sol = 8.12 + + super().__init__(theta=77.7, eta=0.99, phi=98.2) + + + def _rho_body(self, x, y, z): + r_ = np.einsum('ij,j...->i...', self.T, np.array([x, y, z])) + m = np.sqrt(r_[0]**2 + (r_[1]/self.p)**2 + (r_[2]/self.q)**2) + rho = np.where(m <= self.r_1, \ + m**(-self.alpha_1), \ + np.where(m <= self.r_2, + self.r_1**(self.alpha_2-self.alpha_1) * m**(-self.alpha_2), + self.r_1**(self.alpha_2-self.alpha_1) * self.r_2**(self.alpha_3-self.alpha_2) * m**(-self.alpha_3))) + return rho + + + def _rho_disk(self, x, y, z): + R = np.sqrt(x**2 + y**2) + rho = np.exp(-(R - self.R_sol)/2.2 - np.abs(z)/0.8) + return rho + + + def fn(self, x, y, z, *args, **kwargs): + rho_body = self._rho_body(x, y, z) / self._rho_body(self.R_sol, 0, 0) + rho_disk = self._rho_disk(x, y, z) / self._rho_disk(self.R_sol, 0, 0) + rho = (1 - self.f_disk) * rho_body + self.f_disk * rho_disk + return rho + + + def __call__(self, x, y, z, *args, **kwargs): + return self.fn(x, y, z) + + + +class Density_LBM23_AD_SC(Rotation): + """Density profile for GC/E [M_sun kpc-3] + + Lane, Bovy & Mackereth. The stellar mass of the Gaia-Sausage/Enceladus accretion remnant (2023) + https://ui.adsabs.harvard.edu/abs/2023MNRAS.526.1209L + + 'AD' selection, 'SC' model. + """ + + def __init__(self): + self.alpha = -0.57 + self.r_1 = 8.57 + self.p = 0.54 + self.q = 0.46 + + super().__init__(theta=147.0, eta=0.84, phi=99.5) + + + def fn(self, x, y, z): + r_ = np.einsum('ij,jk->ik', self.T, np.array([x, y, z])) + m = np.sqrt(r_[0]**2 + (r_[1]/self.p)**2 + (r_[2]/self.q)**2) + rho = m**(-self.alpha) * np.exp(-m/self.r_1) + return rho + + + def __call__(self, x, y, z, *args, **kwargs): + r_ = np.einsum('ij,j...->i...', self.T, np.array([x, y, z])) + m = np.sqrt(r_[0]**2 + (r_[1]/self.p)**2 + (r_[2]/self.q)**2) + rho = m**(-self.alpha) * np.exp(-m/self.r_1) + return rho + + + +class Density_LBM23_AD_BPL(Rotation): + """Density profile for GC/E [M_sun kpc-3] + + Lane, Bovy & Mackereth. The stellar mass of the Gaia-Sausage/Enceladus accretion remnant (2023) + https://ui.adsabs.harvard.edu/abs/2023MNRAS.526.1209L + + 'AD' selection, 'BPL' model. + """ + + def __init__(self): + self.alpha_1 = 1.05 + self.alpha_2 = 3.79 + self.r_1 = 23.59 + self.p = 0.55 + self.q = 0.47 + + super().__init__(theta=146.6, eta=0.84, phi=98.5) + + + def fn(self, x, y, z): + r_ = np.einsum('ij,jk->ik', self.T, np.array([x, y, z])) + m = np.sqrt(r_[0]**2 + (r_[1]/self.p)**2 + (r_[2]/self.q)**2) + rho = np.where(m <= self.r_1, \ + m**(-self.alpha_1), \ + self.r_1**(self.alpha_2-self.alpha_1) * m**(-self.alpha_2)) + return rho + + + def __call__(self, x, y, z, *args, **kwargs): + r_ = np.einsum('ij,j...->i...', self.T, np.array([x, y, z])) + m = np.sqrt(r_[0]**2 + (r_[1]/self.p)**2 + (r_[2]/self.q)**2) + rho = np.where(m <= self.r_1, \ + m**(-self.alpha_1), \ + self.r_1**(self.alpha_2-self.alpha_1) * m**(-self.alpha_2)) + return rho + + + +class Density_tot_BPL: + + def __init__(self, rho0): + self.rho0 = rho0 + + + def fn(self, x, y, z, theta): + b, s, k_1, q_1, k_2 = theta[0], theta[1], theta[2], theta[3], theta[4] + q2 = (x**2 + y**2)/(b*s)**2 + z**2/b**2 + tmp = q_1**k_2 / (1.0 + q_1**2)**(k_1/2) + rho = np.where(q2 <= q_1**2, \ + 1.0 / (1.0 + q2)**(k_1/2), \ + tmp * q2**(-k_2/2)) + return rho + + + def __call__(self, x, y, z, theta): + rho = self.fn(x, y, z, theta) + xi = theta[5] + return (1-xi)*rho + xi*self.rho0 + + + +def loss_multinomial(theta, dom, proj, TF, fn_xyz, N_lbD): + + xyz = proj.xyz + rho = fn_xyz(xyz[0], xyz[1], xyz[2], theta) + + p = np.einsum('ijk,ik->ij', TF, rho) + p /= p.sum() + + mask = p > 0.0 + res = - np.sum(N_lbD[mask] * np.log(p[mask])) + + return res diff --git a/docs/notebooks/Aurora/projector.py b/docs/notebooks/Aurora/projector.py new file mode 100644 index 0000000..f0e5fd2 --- /dev/null +++ b/docs/notebooks/Aurora/projector.py @@ -0,0 +1,87 @@ + +from tqdm import tqdm + +import numpy as np + +import astropy.units as u +from astropy.coordinates import SkyCoord, Galactocentric +from astropy_healpix import HEALPix + + + +class Projector(): + + def __init__(self): + pass + + + def make(self, dom, verbose=True): + """ + Parameters + ---------- + dom : Domain() + Instance of Domain class + verbose : bool, optional + Whether to plot a progress bar (default) or not. + + Attributes + ---------- + nside : int + The healpix nside parameter, see a `healpy` manual + ipix : aray of int, optional + Healpy indices. If `None`, all sky is considered (default) + l, b : array of float, shape is (len(ipix),) + Galactic coordinates of pixel centres + Omega : float + Pixel areas + D_ : array of float + Edges of the distance grid + D : array of float + Centers of the distance grid + dD : array of float + Steps of the distance grid + xyz : array of float, shape is (3, len(ipix), len(D)) + Galactocentric coordinates of the centres of the distance grid + along the (l,b) positions + dVol : + """ + + ipix = dom.ipix + l = dom.l * u.deg + b = dom.b * u.deg + + D = dom.D + + xyz = np.empty((3, len(ipix), len(D))) + + if verbose: + iterator = tqdm(zip(l, b), total=len(ipix)) + else: + iterator = zip(l, b) + + for i, lb_ in enumerate(iterator): + + # Transform coordinates from Galactic to Galactocentric + l_, b_ = lb_ + co_gal = SkyCoord(l_, b_, distance=D*u.kpc, frame='galactic') + co_galc = co_gal.transform_to(Galactocentric) + + # Rays + xyz[0,i,:] = co_galc.x.value + xyz[1,i,:] = co_galc.y.value + xyz[2,i,:] = co_galc.z.value + + self.xyz = xyz + + return self + + + def load(self, fpath): + d = np.load(fpath) + self.__dict__.update(d) + + return self + + + def save(self, fpath): + np.savez_compressed(fpath, **self.__dict__) diff --git a/docs/notebooks/Aurora/utils.py b/docs/notebooks/Aurora/utils.py new file mode 100644 index 0000000..60d0680 --- /dev/null +++ b/docs/notebooks/Aurora/utils.py @@ -0,0 +1,257 @@ + +import os +import requests +from tqdm import tqdm + +import numpy as np +import pandas as pd + +import astropy.units as u +from astropy_healpix import HEALPix +from astropy.coordinates import SkyCoord, Galactocentric + +import matplotlib as mpl +import matplotlib.pyplot as plt +from matplotlib.colors import LogNorm + + + +def download_file(url, file_name): + + print("Starting download from", url) + with requests.get(url, stream=True) as r: + r.raise_for_status() + + if os.path.exists(file_name): + print(f"File '{file_name}' already downloaded") + else: + with open(file_name, 'wb') as f: + pbar = tqdm() + for chunk in r.iter_content(chunk_size=1024*1024): + if chunk: # filter out keep-alive new chunks + f.write(chunk) + pbar.update(len(chunk)) + print("Done") + + + +def plot_hpxmap(sky, frame='icrs', step=0.5, norm='log', vmin=None, vmax=None, + xlabel=True, ylabel=True, title=None, cmap='inferno', cbar=True, ax=None): + + npix = sky.shape[0] + nside = int(np.sqrt(npix // 12)) + + l_grid = np.arange(-180.0, 180.0, step) + b_grid = np.arange(-90.0, 90.0, step) + b_mesh, l_mesh = np.meshgrid(b_grid, l_grid) + + hp = HEALPix(nside=nside, order='nested', frame=frame) + co = SkyCoord(l_mesh, b_mesh, frame='galactic', unit='deg') + + prb_mesh = hp.interpolate_bilinear_skycoord(co, sky) + + if ax is None: + ax = plt.gca() + + if norm == 'log': + if vmin is None: + vmin = np.nanmin(sky) + if vmax is None: + vmax = np.nanmax(sky) + if vmin == 0: + vmin = 1e-6*vmax + norm = LogNorm(vmin=vmin, vmax=vmax) + im = ax.pcolormesh(l_grid, b_grid, prb_mesh.T, + cmap=cmap, norm=norm, rasterized=True) + else: + im = ax.pcolormesh(l_grid, b_grid, prb_mesh.T, + cmap=cmap, vmin=vmin, vmax=vmax, norm=norm, rasterized=True) + + ax.set_xlim(180.0, -180.0) + ax.set_ylim(-90, 90) + if cbar: + plt.colorbar(im, ax=ax) + + ax.set_title(title) + if xlabel is True: + ax.set_xlabel(r"$l$ [deg]") + else: + ax.set_xlabel(xlabel) + if ylabel is True: + ax.set_ylabel(r"$b$ [deg]") + else: + ax.set_ylabel(ylabel) + + return im + + + +def plot_projections(df, xlim=None, ylim=None, zlim=None, bins=200, cmap='inferno'): + + x_sun = - Galactocentric().galcen_distance.to('kpc').value + y_sun = 0.0 + z_sun = Galactocentric().z_sun.to('kpc').value + + plt.rc('font', size=6.0) + inch = 2.54 ## cm + width, height = 17/inch, 4/inch + plt.figure(figsize=(width, height), layout='constrained') + + ax = plt.subplot(1, 3, 1) + l = (df['l'] + 180) % 360 - 180 + b = df['b'] + df_hist_lb, l_bins, b_bins = np.histogram2d(l, b, bins=bins) + im = ax.pcolormesh(l_bins, b_bins, df_hist_lb.T, cmap=cmap, norm='log', rasterized=True) + cb = plt.colorbar(im, ax=ax) + ## + plt.xlabel("l [deg]") + plt.xlim(180, -180) + plt.ylabel("b [deg]") + + ax = plt.subplot(1, 3, 2) + x = df['x'] + y = df['y'] + df_hist_xy, x_bins, y_bins = np.histogram2d(x, y, bins=bins) + im = ax.pcolormesh(x_bins, y_bins, df_hist_xy.T, cmap=cmap, norm='log', rasterized=True) + cb = plt.colorbar(im, ax=ax) + ax.plot([x_sun], [y_sun], '*', markersize=5, c='w') + ## + plt.xlabel("x [kpc]") + if xlim is not None: + ax.set_xlim(xlim) + ax.set_ylabel("y [kpc]") + if ylim is not None: + ax.set_ylim(ylim) + + ax = plt.subplot(1, 3, 3) + x = df['x'] + z = df['z'] + df_hist_xz, x_bins, z_bins = np.histogram2d(x, z, bins=bins) + im = ax.pcolormesh(x_bins, z_bins, df_hist_xz.T, + cmap=cmap, norm='log', rasterized=True) + cb = plt.colorbar(im, ax=ax) + ax.plot([x_sun], [z_sun], '*', markersize=5, c='w') + ## + plt.xlabel("x [kpc]") + if xlim is not None: + ax.set_xlim(xlim) + ax.set_ylabel("z [kpc]") + if ylim is not None: + ax.set_ylim(zlim) + + + +def plot_final_pane(df, dF, dom, proj, + xlim=None, ylim=None, zlim=None, bins=200, figsize=(9, 6), cmap='inferno'): + + x_sun = - Galactocentric().galcen_distance.to('kpc').value + y_sun = 0.0 + z_sun = Galactocentric().z_sun.to('kpc').value + + plt.rc('font', size=6.0) + plt.figure(figsize=figsize, layout='constrained') + + # + # lb + + ax = plt.subplot(3, 3, 1) + l = (df['l'] + 180) % 360 - 180 + b = df['b'] + df_hist_lb, l_bins, b_bins = np.histogram2d(l, b, bins=bins) + im = ax.pcolormesh(l_bins, b_bins, df_hist_lb.T, + cmap=cmap, norm='log', rasterized=True) + cb = plt.colorbar(im, ax=ax) + plt.xlim(180, -180) + plt.ylabel(r"$b$ [deg]") + + ax = plt.subplot(3, 3, 4) + l = (dom.l + 180) % 360 - 180 + b = dom.b + dF_hist_lb, _, _ = np.histogram2d(l, b, bins=[l_bins, b_bins], weights=dF.sum(axis=1)) + im = ax.pcolormesh(l_bins, b_bins, dF_hist_lb.T, + cmap=cmap, norm=LogNorm(vmin=cb.vmin, vmax=cb.vmax), rasterized=True) + plt.colorbar(im, ax=ax) + plt.xlim(180, -180) + plt.ylabel(r"$b$ [deg]") + + ax = plt.subplot(3, 3, 7) + diff_lb = (dF_hist_lb - df_hist_lb) / (dF_hist_lb + df_hist_lb) + im = ax.pcolormesh(l_bins, b_bins, diff_lb.T, cmap='bwr', rasterized=True) + plt.colorbar(im, ax=ax) + plt.xlim(180, -180) + plt.xlabel(r"$l$ [deg]") + plt.ylabel(r"$b$ [deg]") + + # + # xy + + xy_edges = [bins, bins] + if xlim is not None: + xy_edges[0] = np.linspace(xlim[0], xlim[1], bins+1) + if ylim is not None: + xy_edges[1] = np.linspace(ylim[0], ylim[1], bins+1) + + ax = plt.subplot(3, 3, 2) + x = df['x'] + y = df['y'] + df_hist_xy, x_edges, y_edges = np.histogram2d(x, y, bins=xy_edges) + im = ax.pcolormesh(x_edges, y_edges, df_hist_xy.T, + cmap=cmap, norm='log', rasterized=True) + cb = plt.colorbar(im, ax=ax) + ax.plot([x_sun], [y_sun], '*', markersize=5, c='w') + ax.set_ylabel(r"$y$ [kpc]") + + ax = plt.subplot(3, 3, 5) + x = proj.xyz[0].ravel() + y = proj.xyz[1].ravel() + dF_hist_xy, _, _ = np.histogram2d(x, y, bins=(x_edges, y_edges), weights=dF.ravel()) + im = ax.pcolormesh(x_edges, y_edges, dF_hist_xy.T, + cmap=cmap, norm=LogNorm(vmin=cb.vmin, vmax=cb.vmax), rasterized=True) + plt.colorbar(im, ax=ax) + ax.plot([x_sun], [y_sun], '*', markersize=5, c='w') + ax.set_ylabel(r"$y$ [kpc]") + + ax = plt.subplot(3, 3, 8) + diff_xy = (dF_hist_xy - df_hist_xy) / (dF_hist_xy + df_hist_xy) + im = ax.pcolormesh(x_edges, y_edges, diff_xy.T, cmap='bwr', rasterized=True) + plt.colorbar(im, ax=ax) + ax.plot([x_sun], [y_sun], '*', markersize=5, c='w') + ax.set_xlabel(r"$x$ [kpc]") + ax.set_ylabel(r"$y$ [kpc]") + + # + # xz + + xz_edges = [bins, bins] + if xlim is not None: + xz_edges[0] = np.linspace(xlim[0], xlim[1], bins+1) + if zlim is not None: + xz_edges[1] = np.linspace(zlim[0], zlim[1], bins+1) + + ax = plt.subplot(3, 3, 3) + x = df['x'] + z = df['z'] + df_hist_xz, x_edges, z_edges = np.histogram2d(x, z, bins=xz_edges) + im = ax.pcolormesh(x_edges, z_edges, df_hist_xz.T, + cmap=cmap, norm='log', rasterized=True) + cb = plt.colorbar(im, ax=ax) + ax.plot([x_sun], [z_sun], '*', markersize=5, c='w') + ax.set_ylabel(r"$z$ [kpc]") + + ax = plt.subplot(3, 3, 6) + x = proj.xyz[0].ravel() + z = proj.xyz[2].ravel() + dF_hist_xz, _, _ = np.histogram2d(x, z, bins=(x_edges, z_edges), weights=dF.ravel()) + im = ax.pcolormesh(x_edges, z_edges, dF_hist_xz.T, + cmap=cmap, norm=LogNorm(vmin=cb.vmin, vmax=cb.vmax), rasterized=True) + plt.colorbar(im, ax=ax) + ax.plot([x_sun], [z_sun], '*', markersize=5, c='w') + ax.set_ylabel(r"$z$ [kpc]") + + ax = plt.subplot(3, 3, 9) + diff_xz = (dF_hist_xz - df_hist_xz) / (dF_hist_xz + df_hist_xz) + im = ax.pcolormesh(x_edges, z_edges, diff_xz.T, cmap='bwr', rasterized=True) + plt.colorbar(im, ax=ax) + ax.plot([x_sun], [z_sun], '*', markersize=5, c='w') + ax.set_xlabel(r"$x$ [kpc]") + ax.set_ylabel(r"$z$ [kpc]") From 91ec447ecaef5dca59b05a12ab3999c9be62b289 Mon Sep 17 00:00:00 2001 From: "Evgeny P. Kurbatov" Date: Mon, 30 Sep 2024 17:21:10 +0100 Subject: [PATCH 4/4] Final commit --- docs/notebooks/Aurora/README.md | 56 ++++++++++++++++++++++++++ docs/notebooks/Aurora/requirements.txt | 7 ++++ 2 files changed, 63 insertions(+) create mode 100644 docs/notebooks/Aurora/README.md create mode 100644 docs/notebooks/Aurora/requirements.txt diff --git a/docs/notebooks/Aurora/README.md b/docs/notebooks/Aurora/README.md new file mode 100644 index 0000000..1598afa --- /dev/null +++ b/docs/notebooks/Aurora/README.md @@ -0,0 +1,56 @@ +# Density distribution of metal-poor giants in the heart of the Galaxy + + + +This is a part of the [_GaiaUnlimited_](https://github.com/gaia-unlimited) project. + + + + +## Abstract + +we utilize red giant branch (RGB) stars from *Gaia*, with metallicities estimated by Andrae et al. (2023) using spectro-photometry from *Gaia* Data Release 3 (XP). By accounting for *Gaia*'s selection functions and testing several parametric density models, we examine the spatial distribution of metal-poor ([M/H]<-1.3) RGB stars, from the Galactic center (r ~ 1 kpc) out to beyond the Solar radius (r ~ 20 kpc). + + +## Installation + +Install the requirements with: + + pip install -r requirements.txt + + +## Code + +The whole pipeline is: + +- [`1. Download and prepare RGB star catalogue.ipynb`](1. Download and prepare RGB stars catalogue.ipynb) + - Download the Andrae R. et al. (2023) catalogue of RGB stars + - Make the transformation from Galactic to Galactocentric frame +- [`1a. Plot kinematics.ipynb'](1a. Plot kinematics.ipynb) (optional) + - Clean the RGB star catalogue of globular clusters (Vasiliev & Baumgardt 2021), SMC and LMC + - Use AGAMA for potential estimate + - Make cool plots +- [`2. Extinctions.ipynb'](2. Extinctions.ipynb) + - Estimate extinctions in G, RP and, BP bands + - Estimate monochromatic exctinction A_0 + - Fit A_G(A_0) A_BP(A_0) and A_RP(A_0) neglecting the T_eff dependency +- [`3. Luminosity function.ipynb'](3. Luminosity function.ipynb) + - Take NGC 6397 globular cluster from Vasiliev & Baumgardt (2021) catalogue + - Correct the magnitudes for extinctions + - Extract luminosity function of the RGB stars +- [`4. Parallax errors.ipynb'](4. Parallax errors.ipynb) + - Query and count Gaia source (GS) stars on the HEALPix vs G grid + - Count XP stars on the HEALPix vs G grid + - Count number of visits and bin parallax errors + - Fit the parallax error vs G magnitude +- [`5. Domain.ipynb'](5. Domain.ipynb) + - Define the computational domain + - Calculate map from (l, b, D) to (x, y, z) +- [`6. XP selection function.ipynb'](6. XP selection function.ipynb) + - Query XP statistics over the sky and the G band + - Estimate subsample selection function +- [`7. Probability transformation function.ipynb'](7. Probability transformation function.ipynb) + - Join together the extinction A_G, the XP selection function, the parallax error model and the luminosity function + - Estimate the transformation function for PDF, from model to observable +- [`8. Aurora model.ipynb'](8. Aurora model.ipynb) + One example of the Aurora + GS/E model diff --git a/docs/notebooks/Aurora/requirements.txt b/docs/notebooks/Aurora/requirements.txt new file mode 100644 index 0000000..3644279 --- /dev/null +++ b/docs/notebooks/Aurora/requirements.txt @@ -0,0 +1,7 @@ +tqdm +numpy +scipy +pandas +matplotlib +astropy +agama

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