{ "cells": [ { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import scienceplots\n", "import seaborn as sns\n", "from h5py import File\n", "\n", "\n", "from reconstruction_comparison import *\n", "SPEED_OF_LIGHT = 299_792.458\n", "from csiborgtools import radec_to_galactic\n", "\n", "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Paper plots" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "with File(\"/mnt/extraspace/rstiskalek/catalogs/PV_compilation.hdf5\", 'r') as f:\n", " SFI = {}\n", " for key in f[\"SFI_gals\"].keys():\n", " SFI[key] = f[\"SFI_gals\"][key][...]\n", " \n", " TWOMTF = {}\n", " for key in f[\"2MTF\"].keys():\n", " TWOMTF[key] = f[\"2MTF\"][key][...]\n", " \n", " FOUNDATION = {}\n", " for key in f[\"Foundation\"].keys():\n", " FOUNDATION[key] = f[\"Foundation\"][key][...]\n", " \n", " LOSS = {}\n", " for key in f[\"LOSS\"].keys():\n", " LOSS[key] = f[\"LOSS\"][key][...]\n", "\n", "\n", "\n", "with File(\"/mnt/extraspace/rstiskalek/catalogs/PV/CF4/CF4_TF-distances.hdf5\", 'r') as f:\n", " CF4_TFR = {}\n", " for key in f.keys():\n", " CF4_TFR[key] = f[key][...]\n", " \n", " RA = f[\"RA\"][...] * 360 / 24\n", " CF4_TFR[\"RA\"] = RA\n", " \n", " CF4_TFR[\"DEC\"] = f[\"DE\"][...]\n", "\n", " l, b = radec_to_galactic(CF4_TFR[\"RA\"], CF4_TFR[\"DE\"])\n", " m = np.abs(b) > 7.5\n", " for key in CF4_TFR.keys():\n", " CF4_TFR[key] = CF4_TFR[key][m]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1. Redshift distribution" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n", " plt.figure()\n", "\n", " sns.kdeplot(LOSS[\"z_CMB\"], label=\"LOSS\", fill=True, bw_adjust=0.75)\n", " sns.kdeplot(FOUNDATION[\"z_CMB\"], label=\"Foundation\", fill=True, bw_adjust=0.75)\n", " sns.kdeplot(SFI[\"z_CMB\"], label=\"SFI\", fill=True, bw_adjust=0.75)\n", " sns.kdeplot(TWOMTF[\"z_CMB\"], label=\"2MTF\", fill=True, bw_adjust=0.75)\n", "\n", " m = CF4_TFR[\"i\"] > 5\n", " sns.kdeplot(CF4_TFR[\"Vcmb\"][m] / SPEED_OF_LIGHT, label=catalogue_to_pretty(\"CF4_TFR_i\"), fill=True)\n", "\n", " m = CF4_TFR[\"w1\"] > 5\n", " sns.kdeplot(CF4_TFR[\"Vcmb\"][m] / SPEED_OF_LIGHT, label=catalogue_to_pretty(\"CF4_TFR_w1\"), fill=True)\n", "\n", " plt.xlabel(r\"$z_{\\rm CMB}$\")\n", " plt.ylabel(\"Normalised PDF\")\n", "\n", " plt.legend()\n", " plt.xlim(0, 0.07)\n", "\n", " plt.tight_layout()\n", " plt.savefig(f\"../../plots/zcmb_dist.pdf\", dpi=450)\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2. Sky distribution" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n", " figwidth = 8.3\n", " fig, axs = plt.subplots(2, 3, figsize=(figwidth, 0.4 * figwidth),\n", " sharex=True, sharey=True)\n", "\n", "\n", " names = [\"LOSS\", \"Foundation\", \"SFI\", \"2MTF\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", " vals = [LOSS, FOUNDATION, SFI, TWOMTF, CF4_TFR, CF4_TFR]\n", " for i, ax in enumerate(axs.flat):\n", " RA = vals[i][\"RA\"]\n", " DEC = vals[i][\"DEC\"]\n", "\n", " if names[i] == \"CF4_TFR_i\":\n", " m = vals[i][\"i\"] > 5\n", " RA = RA[m]\n", " DEC = DEC[m]\n", "\n", " if names[i] == \"CF4_TFR_w1\":\n", " m = vals[i][\"w1\"] > 5\n", " RA = RA[m]\n", " DEC = DEC[m]\n", "\n", " sns.scatterplot(x=RA, y=DEC, ax=ax, s=1.5, rasterized=True)\n", "\n", " # Add panel name in top-left corner of each subplot\n", " ax.text(0.04, 0.16, catalogue_to_pretty(names[i]), transform=ax.transAxes, \n", " fontsize=9, verticalalignment='top', \n", " bbox=dict(boxstyle=\"round\", facecolor='lightgray', alpha=1),\n", " zorder=10) # Ensure text is on top of other plot elements\n", "\n", " axs[0, 0].set_xlim(0, 360)\n", " axs[0, 0].set_ylim(-90, 90)\n", "\n", " for i in range(3):\n", " axs[-1, i].set_xlabel(r\"$\\mathrm{RA} ~ [\\mathrm{deg}]$\")\n", "\n", " for i in range(2):\n", " axs[i, 0].set_ylabel(r\"$\\delta ~ [\\mathrm{deg]}$\")\n", "\n", " fig.tight_layout()\n", " plt.savefig(f\"../../plots/sky_dist.pdf\", dpi=350)\n", " fig.show()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Experimenting" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "l, b = radec_to_galactic(CF4_TFR[\"RA\"], CF4_TFR[\"DE\"])\n", "# l, b = radec_to_galactic(SFI[\"RA\"], SFI[\"DEC\"])" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.06692355049302931" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.abs(b).min()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "232" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(np.abs(b) < 10).sum()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.hist(np.abs(b), bins=\"auto\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "with File(\"/mnt/extraspace/rstiskalek/catalogs/PV_compilation.hdf5\", 'r') as f:\n", " print(f[\"SFI_gals\"].keys())\n", "\n", " zCMB_sfi = f[\"SFI_gals\"][\"z_CMB\"][...]\n", " mag_sfi = f[\"SFI_gals\"][\"mag\"][...]\n", " eta_sfi = f[\"SFI_gals\"][\"eta\"][...]\n", " e_mag_sfi = f[\"SFI_gals\"][\"e_mag\"][...]\n", " e_eta_sfi = f[\"SFI_gals\"][\"e_eta\"][...]\n", "\n", " zCMB_2MTF = f[\"2MTF\"][\"z_CMB\"][...]\n", " mag_2MTF = f[\"2MTF\"][\"mag\"][...]\n", " eta_2MTF = f[\"2MTF\"][\"eta\"][...]\n", " e_mag_2MTF = f[\"2MTF\"][\"e_mag\"][...]\n", " e_eta_2MTF = f[\"2MTF\"][\"e_eta\"][...]" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "with File(\"/mnt/extraspace/rstiskalek/catalogs/PV/CF4/CF4_TF-distances.hdf5\", 'r') as f:\n", " zCMB = f[\"Vcmb\"][...] / 3e5\n", " rband = f[\"r\"][...]\n", " iband = f[\"i\"][...]\n", " w1band = f[\"w1\"][...]\n", " RA = f[\"RA\"][...] * 360 / 24\n", " dec = f[\"DE\"][...]\n", "\n", "# m = (iband > 5) #& (w1band > 5)\n", "m = (w1band> 5) #& (w1band > 5)\n", "w1band = w1band[m]\n", "iband = iband[m]\n", "RA = RA[m]\n", "dec = dec[m]" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "dmag = iband - w1band" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.scatter(RA, dec, c=dmag, s=1)\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAigAAAGdCAYAAAA44ojeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAiGklEQVR4nO3df3AU9f3H8deFkAM0lxgguWQ8SECNjvwGucZafpTUJDAII9WCsQZlQBnAQrRCOgqEaScpUMuoVNoZhToFUWcQKlQcCEK0hgiBDIqaIUwAKUmsMORIKMeP7PcPx/t6JiCHd9znLs/HzM6wn/3s3nv5HN7Lz+3e2izLsgQAAGCQmHAXAAAA8H0EFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcWLDXcC1aG1t1YkTJxQfHy+bzRbucgAAwFWwLEtnzpxRWlqaYmKuPEcSkQHlxIkTcrlc4S4DAABcgy+//FI333zzFftEZECJj4+X9M0JOhyOMFcDAACuhsfjkcvl8n2OX0lEBpRvv9ZxOBwEFAAAIszVXJ7BRbIAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHEIKAAAwDgEFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxokNdwEAzJa+YEtA/Y+UjgtRJQA6EmZQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjEFAAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHEIKAAAwDgBB5Ty8nKNHz9eaWlpstls2rhxo992m83W7rJs2TJfn/T09DbbS0tLf/TJAACA6BBwQGlpadHAgQO1cuXKdrfX19f7La+++qpsNpsmTZrk12/JkiV+/ebMmXNtZwAAAKJObKA75OXlKS8v77LbnU6n3/qmTZs0evRo9enTx689Pj6+TV8AAAApxNegNDY2asuWLZo2bVqbbaWlperevbsGDx6sZcuW6eLFi5c9jtfrlcfj8VsAAED0CngGJRB///vfFR8fr/vvv9+v/cknn9SQIUOUlJSkjz76SEVFRaqvr9fzzz/f7nFKSkpUXFwcylKBDiV9wZZwlwAAVxTSgPLqq68qPz9fXbp08WsvLCz0/XnAgAGKi4vT448/rpKSEtnt9jbHKSoq8tvH4/HI5XKFrnAAABBWIQsoH3zwgWpqavTGG2/8YF+3262LFy/qyJEjyszMbLPdbre3G1wAAEB0Ctk1KK+88oqGDh2qgQMH/mDf6upqxcTEKDk5OVTlAACACBLwDEpzc7Nqa2t963V1daqurlZSUpJ69eol6ZuvYN566y396U9/arN/RUWFKisrNXr0aMXHx6uiokLz5s3Tww8/rJtuuulHnAoAAIgWAQeUvXv3avTo0b71b68NKSgo0Jo1ayRJ69evl2VZmjJlSpv97Xa71q9fr8WLF8vr9SojI0Pz5s3zu8YEAAB0bDbLsqxwFxEoj8ejhIQENTU1yeFwhLscIOKE8i6eI6XjQnZsAJEtkM9vnsUDAACMQ0ABAADGIaAAAADjEFAAAIBxQvpLsgA6nkAuwOWCWgCXwwwKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjEFAAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHFiw10AgI4rfcGWgPofKR0XokoAmIYZFAAAYBxmUIAoEOhMBACYjhkUAABgHAIKAAAwDgEFAAAYh2tQAENxXQmAjowZFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwTsABpby8XOPHj1daWppsNps2btzot33q1Kmy2Wx+S25url+fU6dOKT8/Xw6HQ4mJiZo2bZqam5t/1IkAAIDoEXBAaWlp0cCBA7Vy5crL9snNzVV9fb1vef311/225+fn6+DBg9q2bZs2b96s8vJyzZgxI/DqAQBAVAr4YYF5eXnKy8u7Yh+73S6n09nuts8//1xbt27Vnj17NGzYMEnSiy++qLFjx2r58uVKS0sLtCQAABBlQnINys6dO5WcnKzMzEzNnDlTJ0+e9G2rqKhQYmKiL5xIUnZ2tmJiYlRZWdnu8bxerzwej98CAACiV9ADSm5url577TWVlZXpj3/8o3bt2qW8vDxdunRJktTQ0KDk5GS/fWJjY5WUlKSGhoZ2j1lSUqKEhATf4nK5gl02AAAwSMBf8fyQyZMn+/7cv39/DRgwQH379tXOnTs1ZsyYazpmUVGRCgsLfesej4eQAgBAFAv5bcZ9+vRRjx49VFtbK0lyOp366quv/PpcvHhRp06duux1K3a7XQ6Hw28BAADRK+QB5fjx4zp58qRSU1MlSVlZWTp9+rSqqqp8fXbs2KHW1la53e5QlwMAACJAwF/xNDc3+2ZDJKmurk7V1dVKSkpSUlKSiouLNWnSJDmdTh0+fFjPPPOMbrnlFuXk5EiS7rjjDuXm5mr69OlatWqVLly4oNmzZ2vy5MncwQMAACRdwwzK3r17NXjwYA0ePFiSVFhYqMGDB2vhwoXq1KmTDhw4oPvuu0+33Xabpk2bpqFDh+qDDz6Q3W73HWPt2rW6/fbbNWbMGI0dO1b33HOP/va3vwXvrAAAQEQLeAZl1KhRsizrstvfe++9HzxGUlKS1q1bF+hLAwCADoJn8QAAAOMQUAAAgHEIKAAAwDgEFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjEFAAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHEIKAAAwDgEFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgnIADSnl5ucaPH6+0tDTZbDZt3LjRt+3ChQuaP3+++vfvrxtuuEFpaWl65JFHdOLECb9jpKeny2az+S2lpaU/+mQAAEB0CDigtLS0aODAgVq5cmWbbWfPntW+ffv03HPPad++fdqwYYNqamp03333tem7ZMkS1dfX+5Y5c+Zc2xkAAICoExvoDnl5ecrLy2t3W0JCgrZt2+bX9tJLL2n48OE6duyYevXq5WuPj4+X0+kM9OUBAEAHEPJrUJqammSz2ZSYmOjXXlpaqu7du2vw4MFatmyZLl68eNljeL1eeTwevwUAAESvgGdQAnHu3DnNnz9fU6ZMkcPh8LU/+eSTGjJkiJKSkvTRRx+pqKhI9fX1ev7559s9TklJiYqLi0NZKgAAMEjIAsqFCxf04IMPyrIsvfzyy37bCgsLfX8eMGCA4uLi9Pjjj6ukpER2u73NsYqKivz28Xg8crlcoSodAACEWUgCyrfh5OjRo9qxY4ff7El73G63Ll68qCNHjigzM7PNdrvd3m5wAQAA0SnoAeXbcHLo0CG9//776t69+w/uU11drZiYGCUnJwe7HAAAEIECDijNzc2qra31rdfV1am6ulpJSUlKTU3VL3/5S+3bt0+bN2/WpUuX1NDQIElKSkpSXFycKioqVFlZqdGjRys+Pl4VFRWaN2+eHn74Yd10003BOzMAABCxAg4oe/fu1ejRo33r314bUlBQoMWLF+uf//ynJGnQoEF++73//vsaNWqU7Ha71q9fr8WLF8vr9SojI0Pz5s3zu8YEAAB0bAEHlFGjRsmyrMtuv9I2SRoyZIh2794d6MsCAIAOhGfxAAAA4xBQAACAcUL6Q21ANEtfsCWg/kdKx4WoEgCIPsygAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjEFAAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABgnNtwFAB1F+oIt4S4BACIGMygAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIzDXTwAIkYgd0IdKR0XwkoAhBozKAAAwDgEFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYJ+CAUl5ervHjxystLU02m00bN270225ZlhYuXKjU1FR17dpV2dnZOnTokF+fU6dOKT8/Xw6HQ4mJiZo2bZqam5t/1IkAAIDoEXBAaWlp0cCBA7Vy5cp2ty9dulQvvPCCVq1apcrKSt1www3KycnRuXPnfH3y8/N18OBBbdu2TZs3b1Z5eblmzJhx7WcBAACiSmygO+Tl5SkvL6/dbZZlacWKFXr22Wc1YcIESdJrr72mlJQUbdy4UZMnT9bnn3+urVu3as+ePRo2bJgk6cUXX9TYsWO1fPlypaWl/YjTAQAA0SCo16DU1dWpoaFB2dnZvraEhAS53W5VVFRIkioqKpSYmOgLJ5KUnZ2tmJgYVVZWtntcr9crj8fjtwAAgOgV8AzKlTQ0NEiSUlJS/NpTUlJ82xoaGpScnOxfRGyskpKSfH2+r6SkRMXFxcEsFWhX+oIt4S4BAKAIuYunqKhITU1NvuXLL78Md0kAACCEgjqD4nQ6JUmNjY1KTU31tTc2NmrQoEG+Pl999ZXffhcvXtSpU6d8+3+f3W6X3W4PZqnoIJgRAYDIFNQZlIyMDDmdTpWVlfnaPB6PKisrlZWVJUnKysrS6dOnVVVV5euzY8cOtba2yu12B7McAAAQoQKeQWlublZtba1vva6uTtXV1UpKSlKvXr00d+5c/f73v9ett96qjIwMPffcc0pLS9PEiRMlSXfccYdyc3M1ffp0rVq1ShcuXNDs2bM1efJk7uABAACSriGg7N27V6NHj/atFxYWSpIKCgq0Zs0aPfPMM2ppadGMGTN0+vRp3XPPPdq6dau6dOni22ft2rWaPXu2xowZo5iYGE2aNEkvvPBCEE4HAABEA5tlWVa4iwiUx+NRQkKCmpqa5HA4wl0ODMY1KB3XkdJx4S4BwPcE8vkdEXfxAACAjoWAAgAAjBPU24wBwBSBfr3HV0KAWZhBAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjEFAAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHEIKAAAwDgEFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGCXpASU9Pl81ma7PMmjVLkjRq1Kg225544olglwEAACJYbLAPuGfPHl26dMm3/umnn+oXv/iFHnjgAV/b9OnTtWTJEt96t27dgl0GAACIYEEPKD179vRbLy0tVd++fTVy5EhfW7du3eR0OoP90gAAIEqE9BqU8+fP6x//+Icee+wx2Ww2X/vatWvVo0cP9evXT0VFRTp79uwVj+P1euXxePwWAAAQvYI+g/JdGzdu1OnTpzV16lRf20MPPaTevXsrLS1NBw4c0Pz581VTU6MNGzZc9jglJSUqLi4OZakAAMAgNsuyrFAdPCcnR3FxcXrnnXcu22fHjh0aM2aMamtr1bdv33b7eL1eeb1e37rH45HL5VJTU5McDkfQ60b0SF+wJdwlIEIcKR0X7hKAqOfxeJSQkHBVn98hm0E5evSotm/ffsWZEUlyu92SdMWAYrfbZbfbg14jAAAwU8iuQVm9erWSk5M1btyV/6+kurpakpSamhqqUgAAQIQJyQxKa2urVq9erYKCAsXG/v9LHD58WOvWrdPYsWPVvXt3HThwQPPmzdOIESM0YMCAUJQCAAAiUEgCyvbt23Xs2DE99thjfu1xcXHavn27VqxYoZaWFrlcLk2aNEnPPvtsKMoAAAARKiQB5d5771V71966XC7t2rUrFC8JAACiCM/iAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjhOSn7oFQSl+wJdwlAABCjBkUAABgHGZQEHbMiAAAvo8ZFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMQ0ABAADGIaAAAADjEFAAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHFig33AxYsXq7i42K8tMzNTX3zxhSTp3Llzeuqpp7R+/Xp5vV7l5OToL3/5i1JSUoJdCgBctfQFWwLqf6R0XIgqASCFaAblzjvvVH19vW/58MMPfdvmzZund955R2+99ZZ27dqlEydO6P777w9FGQAAIEIFfQZFkmJjY+V0Otu0NzU16ZVXXtG6dev085//XJK0evVq3XHHHdq9e7d+8pOfhKIcAAAQYUIyg3Lo0CGlpaWpT58+ys/P17FjxyRJVVVVunDhgrKzs319b7/9dvXq1UsVFRWXPZ7X65XH4/FbAABA9Ap6QHG73VqzZo22bt2ql19+WXV1dfrZz36mM2fOqKGhQXFxcUpMTPTbJyUlRQ0NDZc9ZklJiRISEnyLy+UKdtkAAMAgQf+KJy8vz/fnAQMGyO12q3fv3nrzzTfVtWvXazpmUVGRCgsLfesej4eQAgBAFAv5bcaJiYm67bbbVFtbK6fTqfPnz+v06dN+fRobG9u9ZuVbdrtdDofDbwEAANEr5AGlublZhw8fVmpqqoYOHarOnTurrKzMt72mpkbHjh1TVlZWqEsBAAARIuhf8Tz99NMaP368evfurRMnTmjRokXq1KmTpkyZooSEBE2bNk2FhYVKSkqSw+HQnDlzlJWVxR08AADAJ+gB5fjx45oyZYpOnjypnj176p577tHu3bvVs2dPSdKf//xnxcTEaNKkSX4/1AYAAPAtm2VZVriLCJTH41FCQoKampq4HiUKBPoLnoAJ+CVZIHCBfH7zLB4AAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHEIKAAAwDgEFAAAYBwCCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYh4ACAACMExvuAhAZ0hdsCaj/kdJxIaoEANARMIMCAACMQ0ABAADG4SsehESgXwkBAPBdzKAAAADjMIMCANcgkFlCLhoHAscMCgAAMA4BBQAAGIeAAgAAjENAAQAAxiGgAAAA4xBQAACAcQgoAADAOAQUAABgHAIKAAAwDgEFAAAYJ+gBpaSkRHfddZfi4+OVnJysiRMnqqamxq/PqFGjZLPZ/JYnnngi2KUAAIAIFfSAsmvXLs2aNUu7d+/Wtm3bdOHCBd17771qaWnx6zd9+nTV19f7lqVLlwa7FAAAEKGC/rDArVu3+q2vWbNGycnJqqqq0ogRI3zt3bp1k9PpDPbLAwCAKBDya1CampokSUlJSX7ta9euVY8ePdSvXz8VFRXp7Nmzlz2G1+uVx+PxWwAAQPQK+gzKd7W2tmru3Ln66U9/qn79+vnaH3roIfXu3VtpaWk6cOCA5s+fr5qaGm3YsKHd45SUlKi4uDiUpQIAAIPYLMuyQnXwmTNn6t1339WHH36om2+++bL9duzYoTFjxqi2tlZ9+/Zts93r9crr9frWPR6PXC6Xmpqa5HA4QlI7/KUv2BLuEoCIdaR0XLhLAIzg8XiUkJBwVZ/fIZtBmT17tjZv3qzy8vIrhhNJcrvdknTZgGK322W320NSJwAAME/QA4plWZozZ47efvtt7dy5UxkZGT+4T3V1tSQpNTU12OUAAIAIFPSAMmvWLK1bt06bNm1SfHy8GhoaJEkJCQnq2rWrDh8+rHXr1mns2LHq3r27Dhw4oHnz5mnEiBEaMGBAsMsBAAARKOgB5eWXX5b0zY+xfdfq1as1depUxcXFafv27VqxYoVaWlrkcrk0adIkPfvss8EuBQAARKiQfMVzJS6XS7t27Qr2ywIAgCjCs3gAAIBxCCgAAMA4BBQAAGAcAgoAADAOAQUAABiHgAIAAIwT0ocFAgACf5YVz+4BmEEBAAAGIqAAAADjEFAAAIBxCCgAAMA4BBQAAGAc7uIBgA4kkDuKuJsI4cQMCgAAMA4zKB1UoL/LAADA9cQMCgAAMA4BBQAAGIeAAgAAjMM1KABgGO60AZhBAQAABiKgAAAA4xBQAACAcQgoAADAOFwkG0X48TUAQLRgBgUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHG4i8dg3JUDAOiomEEBAADGYQYFANCuQGdxeXAhgokZFAAAYBxmUK4zrisBAGZn8MOYQQEAAMZhBuVHYkYEAL7Bfw8RTGGdQVm5cqXS09PVpUsXud1uffzxx+EsBwAAGCJsMyhvvPGGCgsLtWrVKrndbq1YsUI5OTmqqalRcnJyuMoCgIjCrAWilc2yLCscL+x2u3XXXXfppZdekiS1trbK5XJpzpw5WrBgwRX39Xg8SkhIUFNTkxwOR9Br4x88AOByTLlgN9SfVaE4z0A+v8Myg3L+/HlVVVWpqKjI1xYTE6Ps7GxVVFS06e/1euX1en3rTU1Nkr450VBo9Z4NyXEBAJEvVJ89gQr1Z1UozvPbY17N3EhYAsrXX3+tS5cuKSUlxa89JSVFX3zxRZv+JSUlKi4ubtPucrlCViMAAO1JWBHuCq6PUJ7nmTNnlJCQcMU+EXEXT1FRkQoLC33rra2tOnXqlLp37y6bzRbQsTwej1wul7788suQfD2EH8YYmIFxMAPjEH6MwfVjWZbOnDmjtLS0H+wbloDSo0cPderUSY2NjX7tjY2Ncjqdbfrb7XbZ7Xa/tsTExB9Vg8Ph4I0YZoyBGRgHMzAO4ccYXB8/NHPyrbDcZhwXF6ehQ4eqrKzM19ba2qqysjJlZWWFoyQAAGCQsH3FU1hYqIKCAg0bNkzDhw/XihUr1NLSokcffTRcJQEAAEOELaD86le/0n//+18tXLhQDQ0NGjRokLZu3drmwtlgs9vtWrRoUZuvjHD9MAZmYBzMwDiEH2NgprD9DgoAAMDl8LBAAABgHAIKAAAwDgEFAAAYh4ACAACME/UB5Q9/+IPuvvtudevW7ap/3G3q1Kmy2Wx+S25ubmgLjXLXMg6WZWnhwoVKTU1V165dlZ2drUOHDoW20Ch36tQp5efny+FwKDExUdOmTVNzc/MV9xk1alSbfw9PPPHEdao4OqxcuVLp6enq0qWL3G63Pv744yv2f+utt3T77berS5cu6t+/v/71r39dp0qjVyBjsGbNmjbv+S5dulzHaiF1gIBy/vx5PfDAA5o5c2ZA++Xm5qq+vt63vP766yGqsGO4lnFYunSpXnjhBa1atUqVlZW64YYblJOTo3PnzoWw0uiWn5+vgwcPatu2bdq8ebPKy8s1Y8aMH9xv+vTpfv8eli5deh2qjQ5vvPGGCgsLtWjRIu3bt08DBw5UTk6Ovvrqq3b7f/TRR5oyZYqmTZum/fv3a+LEiZo4caI+/fTT61x59Ah0DKRvflX2u+/5o0ePXseKIUmyOojVq1dbCQkJV9W3oKDAmjBhQkjr6aiudhxaW1stp9NpLVu2zNd2+vRpy263W6+//noIK4xen332mSXJ2rNnj6/t3XfftWw2m/Wf//znsvuNHDnS+s1vfnMdKoxOw4cPt2bNmuVbv3TpkpWWlmaVlJS02//BBx+0xo0b59fmdrutxx9/PKR1RrNAxyCQzwuETtTPoFyrnTt3Kjk5WZmZmZo5c6ZOnjwZ7pI6lLq6OjU0NCg7O9vXlpCQILfbrYqKijBWFrkqKiqUmJioYcOG+dqys7MVExOjysrKK+67du1a9ejRQ/369VNRUZHOng3tY96jxfnz51VVVeX3Po6JiVF2dvZl38cVFRV+/SUpJyeH9/01upYxkKTm5mb17t1bLpdLEyZM0MGDB69HufiOiHia8fWWm5ur+++/XxkZGTp8+LB+97vfKS8vTxUVFerUqVO4y+sQGhoaJKnNLwunpKT4tiEwDQ0NSk5O9muLjY1VUlLSFf9OH3roIfXu3VtpaWk6cOCA5s+fr5qaGm3YsCHUJUe8r7/+WpcuXWr3ffzFF1+0u09DQwPv+yC6ljHIzMzUq6++qgEDBqipqUnLly/X3XffrYMHD+rmm2++HmVDEXoNyoIFC9pcwPT95XJvvKsxefJk3Xffferfv78mTpyozZs3a8+ePdq5c2fwTiIKhHoccHVCPQ4zZsxQTk6O+vfvr/z8fL322mt6++23dfjw4SCeBWCOrKwsPfLIIxo0aJBGjhypDRs2qGfPnvrrX/8a7tI6lIicQXnqqac0derUK/bp06dP0F6vT58+6tGjh2prazVmzJigHTfShXIcnE6nJKmxsVGpqam+9sbGRg0aNOiajhmtrnYcnE5nm4sCL168qFOnTvn+vq+G2+2WJNXW1qpv374B19uR9OjRQ506dVJjY6Nfe2Nj42X/zp1OZ0D9cWXXMgbf17lzZw0ePFi1tbWhKBGXEZEBpWfPnurZs+d1e73jx4/r5MmTfh+UCO04ZGRkyOl0qqyszBdIPB6PKisrA74jK9pd7ThkZWXp9OnTqqqq0tChQyVJO3bsUGtrqy90XI3q6mpJ4t/DVYiLi9PQoUNVVlamiRMnSpJaW1tVVlam2bNnt7tPVlaWysrKNHfuXF/btm3blJWVdR0qjj7XMgbfd+nSJX3yyScaO3ZsCCtFG+G+SjfUjh49au3fv98qLi62brzxRmv//v3W/v37rTNnzvj6ZGZmWhs2bLAsy7LOnDljPf3001ZFRYVVV1dnbd++3RoyZIh16623WufOnQvXaUS8QMfBsiyrtLTUSkxMtDZt2mQdOHDAmjBhgpWRkWH973//C8cpRIXc3Fxr8ODBVmVlpfXhhx9at956qzVlyhTf9uPHj1uZmZlWZWWlZVmWVVtbay1ZssTau3evVVdXZ23atMnq06ePNWLEiHCdQsRZv369ZbfbrTVr1lifffaZNWPGDCsxMdFqaGiwLMuyfv3rX1sLFizw9f/3v/9txcbGWsuXL7c+//xza9GiRVbnzp2tTz75JFynEPECHYPi4mLrvffesw4fPmxVVVVZkydPtrp06WIdPHgwXKfQIUV9QCkoKLAktVnef/99Xx9J1urVqy3LsqyzZ89a9957r9WzZ0+rc+fOVu/eva3p06f73si4NoGOg2V9c6vxc889Z6WkpFh2u90aM2aMVVNTc/2LjyInT560pkyZYt14442Ww+GwHn30Ub+QWFdX5zcux44ds0aMGGElJSVZdrvduuWWW6zf/va3VlNTU5jOIDK9+OKLVq9evay4uDhr+PDh1u7du33bRo4caRUUFPj1f/PNN63bbrvNiouLs+68805ry5Yt17ni6BPIGMydO9fXNyUlxRo7dqy1b9++MFTdsdksy7LCMnUDAABwGRF5Fw8AAIhuBBQAAGAcAgoAADAOAQUAABiHgAIAAIxDQAEAAMYhoAAAAOMQUAAAgHEIKAAAwDgEFAAAYBwCCgAAMA4BBQAAGOf/APHzzGB7glc0AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.hist(iband - w1band, bins=\"auto\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = rband > 0\n", "\n", "plt.figure()\n", "plt.hist(rband[m], bins=\"auto\")\n", "plt.axvline(17.6, c=\"red\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.hist(zCMB, bins=\"auto\")\n", "plt.xlabel(r\"$z_{\\rm CMB}$\")\n", "plt.ylabel(\"Counts\")\n", "plt.xlim(0)\n", "plt.tight_layout()\n", "plt.savefig(\"../../plots/zCMB_CF4.png\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", "df_sfi = pd.DataFrame({\n", " r\"$z_{\\rm CMB}$\": zCMB_sfi,\n", " r\"$m$\": mag_sfi,\n", " r\"$\\eta$\": eta_sfi,\n", " r\"$\\sigma_{m}$\": e_mag_sfi,\n", " r\"$\\sigma_\\eta$\": e_eta_sfi,\n", " \"Dataset\": \"SFI\"\n", "})\n", "\n", "df_2mtf = pd.DataFrame({\n", " r\"$z_{\\rm CMB}$\": zCMB_2MTF,\n", " r\"$m$\": mag_2MTF,\n", " r\"$\\eta$\": eta_2MTF,\n", " r\"$\\sigma_{m}$\": e_mag_2MTF,\n", " r\"$\\sigma_\\eta$\": e_eta_2MTF,\n", " \"Dataset\": \"2MTF\"\n", "})\n", "\n", "df_combined = pd.concat([df_sfi, df_2mtf])\n", "g = sns.pairplot(df_combined, hue=\"Dataset\", kind=\"kde\", diag_kind=\"kde\",\n", " palette=\"Set1\", corner=True, plot_kws={\"alpha\": 0.75},\n", " diag_kws={\"fill\": True})\n", "sns.move_legend(g, \"upper right\", bbox_to_anchor=(0.7, 0.7))\n", "\n", "# Show the plot\n", "plt.tight_layout()\n", "plt.savefig(\"../../plots/TFR_data.pdf\", dpi=450)\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "venv_csiborg", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 2 }