{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "22276ccb",
   "metadata": {},
   "source": [
    "# HR Diagram with Gaia magnitudes\n",
    "\n",
    "## Learning Goals\n",
    "By the end of this tutorial, you will:\n",
    "- Know how to access and read the DR19 ASPCAP summary file\n",
    "- Understand some basic quality flags\n",
    "- Understand how to apply _semaphore_ targeting flags\n",
    "- Have a plot of the SNC HR digram\n",
    "\n",
    "## Introduction\n",
    "In this notebook we will plot an HR diagram for stars in the solar neighborhood observed by MWM using Gaia magnitudes and color code stars by the ASPCAP metallicity. This notebook also provides an example of removing unreliable stars and masking the data for specific SDSS observing programs.\n",
    "\n",
    "## Imports\n",
    "This tutorial requires three commonly used python packages, and an SDSS specific package\n",
    "- _numpy_ for doing large array operations\n",
    "- _matplotlib_ for plotting\n",
    "- _astropy_ for reading fits table\n",
    "- _sdss_semaphore_ for processing targeting flags\n",
    "\n",
    "Missing packages can be installed via `pip install numpy matplotlib astropy sdss_semaphore`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "811ff57a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# import necessary packages\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from astropy.table import Table\n",
    "from sdss_semaphore.targeting import TargetingFlags"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b73817fb",
   "metadata": {},
   "source": [
    "## Read in the ASPCAP data\n",
    "\n",
    "In this example, we will use the ASPCAP summary file, which contains observing details, stellar parameters, stellar abundances, and other data for 1,095,480 stars.\n",
    "\n",
    "To download this file directly from the SAS, go to [https://dr19.sdss.org/sas/dr19/spectro/astra/0.6.0/summary/astraAllStarASPCAP-0.6.0.fits.gz](https://dr19.sdss.org/sas/dr19/spectro/astra/0.6.0/summary/astraAllStarASPCAP-0.6.0.fits.gz). Note this file is over 1 GB in size; if you prefer not to download such a large file, this notebook is available to run and interact with on [SciServer](https://www.sciserver.org/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3fbd2dc2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "astraAllStarASPCAP contains 1095480 stars\n"
     ]
    }
   ],
   "source": [
    "# Load in astra file\n",
    "\n",
    "localpath = '/home/idies/workspace/sdss_sas/dr19/spectro/astra/0.6.0/summary/'\n",
    "fname = 'astraAllStarASPCAP-0.6.0.fits.gz'\n",
    "\n",
    "aspcap = Table.read(localpath+fname, format='fits', hdu=2)\n",
    "print('astraAllStarASPCAP contains %d stars' % len(aspcap))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "95a5c819",
   "metadata": {},
   "source": [
    "Some of the stars observed by SDSS have unreliable stellar parameters. These stars are flaged with the ```flag_bad``` column set to ```True```. We remove these stars and are left with 839,728."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "70ee12f5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "astraAllStarASPCAP contains 792109 unflagged stars\n"
     ]
    }
   ],
   "source": [
    "# Filter out bad stars\n",
    "aspcap_good = aspcap[np.logical_not(aspcap['flag_bad'])]\n",
    "print('astraAllStarASPCAP contains %d unflagged stars' % len(aspcap_good))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc265633",
   "metadata": {},
   "source": [
    "## Gaia metadata\n",
    "\n",
    "The astra summary files contain meta-data from gaia, including the geometric distance estimates, G magnitude, BP magnitude, and RP magnitude. Let's use this information to plot an HR diagram, colored by ASPCAP metallicity [Fe/H]."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8d4aa502",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate distance\n",
    "l = aspcap_good[\"l\"]\n",
    "b = aspcap_good[\"b\"]\n",
    "X = aspcap_good[\"r_med_geo\"] * np.cos(b*np.pi/180) * np.cos(l*np.pi/180)\n",
    "Y = aspcap_good[\"r_med_geo\"] * np.cos(b*np.pi/180) * np.sin(l*np.pi/180)\n",
    "Z = aspcap_good[\"r_med_geo\"] * np.sin(b*np.pi/180)\n",
    "dist = np.sqrt((X)**2+(Y)**2+(Z)**2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9360925b-9110-418d-a4c7-d2ebd4d331b7",
   "metadata": {},
   "source": [
    "SDSS has introduced the _semaphore_ product in DR19 to assist in determining targeting imformation. A detailed description of targeting in SDSS V is available on our [website](https://testng.sdss.org/dr19/targeting/). Below, we select all targets included in the \"mwm_snc\" program."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3fdde9e0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Select stars you want to include based on mapper, program, or carton\n",
    "flags = TargetingFlags(aspcap_good['sdss5_target_flags'])\n",
    "mask = flags.in_mapper('mwm')\n",
    "mask = flags.in_program('mwm_snc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "72957c96",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_1673196/3185504291.py:2: RuntimeWarning: divide by zero encountered in log10\n",
      "  gmag = aspcap_good['g_mag'] - (5 * np.log10(dist)) + 5\n"
     ]
    }
   ],
   "source": [
    "# calcualte absolute G magnitde and BP-RP color\n",
    "gmag = aspcap_good['g_mag'] - (5 * np.log10(dist)) + 5\n",
    "bp_rp_color = aspcap_good['bp_mag'] - aspcap_good['rp_mag']\n",
    "fe_h = aspcap_good['fe_h']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9787ef85",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot an HR diagram colored by [Fe/H]\n",
    "plt.scatter(bp_rp_color[mask], gmag[mask], s=1, c=fe_h[mask], vmin=-1.5, vmax=0.5)\n",
    "cbar = plt.colorbar()\n",
    "plt.ylim(15, -2.5)\n",
    "plt.xlim(0,5)\n",
    "cbar.set_label('[Fe/H]')\n",
    "plt.xlabel('BP-RP')\n",
    "plt.ylabel('G')\n",
    "plt.title('MWM Solar Neighborhood Stars')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b4e6985-3206-4088-abe0-d28971bc99b6",
   "metadata": {},
   "source": [
    "### About this notebook\n",
    "\n",
    "This notebook was created to give an example of using the ASPCAP all star file to select a useful subset of targets.\n",
    "\n",
    "**Authors**: Emily Griffith\n",
    "\n",
    "**Last Update**: 2025 April 21\n",
    "\n",
    "If you use `astropy`  for published research, please cite the\n",
    "authors. Follow this link for more information about citing `astropy`:\n",
    "\n",
    "* [Citing `astropy`](https://www.astropy.org/acknowledging.html)\n",
    "\n",
    "And of course please [cite](https://sdss.org/collaboration/citing-sdss/) SDSS when you use our data."
   ]
  }
 ],
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