more_filters.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The following task in the stsci.skypac package can be run with TEAL:\n",
      "                                    skymatch                                    \n",
      "The following tasks in the drizzlepac package can be run with TEAL:\n",
      "    astrodrizzle       config_testbed      imagefindpars           mapreg       \n",
      "       photeq            pixreplace           pixtopix            pixtosky      \n",
      "  refimagefindpars       resetbits          runastrodriz          skytopix      \n",
      "     tweakback            tweakreg           updatenpol\n"
     ]
    }
   ],
   "source": [
    "import shutil\n",
    "from deepCR import deepCR\n",
    "from astropy.io import fits\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "import h5py\n",
    "import numpy as np\n",
    "import os\n",
    "import gc\n",
    "import glob as glob\n",
    "import shutil\n",
    "from astropy.io import ascii\n",
    "from astropy.table import Table\n",
    "from astropy.visualization import ZScaleInterval\n",
    "from astroquery.mast import Observations\n",
    "from ccdproc import ImageFileCollection\n",
    "from drizzlepac import tweakreg\n",
    "from drizzlepac import astrodrizzle\n",
    "from IPython.display import Image\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## F435W"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## F606W"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## F814W"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Download and AstroDrizzle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "f435w_obs_ids = ['j9es02010', 'j9es07010', 'j6lp01010', #Globular cluster, Globular cluster, Globular cluster\n",
    "                 'j6lp03010', 'j6lp05010', 'j9ju02010', #Globular cluster, [Globular cluster], Resolved galaxy (M31)\n",
    "                 'j9ju04010', 'j9df03010', 'j9df01010', #Resolved galaxy (M31), Extragalactic field, Extragalactic field,\n",
    "                 'j9df04010', 'jbfla3010', 'jc8mb1010', #Extragalactic field, [Extragalactic field], [Extragalactic field]\n",
    "                 'jcoy02030', 'jcoy03020', 'j8d6a3010'] #Resolved galaxy (M101), [Resolved galaxy (M101)], Resolved galaxy (M101)\n",
    "# jcoy02030\n",
    "f606w_obs_ids = ['jcxx01010', 'jcxx06010', 'jc3f01010', #Extragalactic field, Extragalactic field, [Extragalactic field]\n",
    "                 'j8z007010', 'j8z005010', 'j96q03010', #Resolved galaxy (M31) - Same proposal ID but different n_vis, Resolved galaxy (M31) - Same proposal but different n_vis, [Resolved galaxy (M31)]\n",
    "                 'jc9704010', 'jc9707010', 'jcdm95020', #Extragalactic field, Extragalactic field, [Resolved galaxy (M101)]\n",
    "                 'j90o28050', 'j90o13010', 'j90a04010', #Resolved galaxy (M33) - Same proposal but different n_vis, Resolved galaxy (M33) - Same proposal but different n_vis, Globular cluster,\n",
    "                 'j90a03010', 'jcx618010', 'jb1605010'] #Globular cluster, Globular cluster, [Globular cluster]\n",
    "# jb1605010\n",
    "f814w_obs_ids = ['j8d6a2030', 'j8iy6d010', 'j8iy4b010', #Resolved galaxy (M101), Extragalactic field, Extragalactic field\n",
    "                 'j8d414010', 'j8xi01010', 'jcnw11010', #Extragalactic field, [Extragalactic field], [Resolved galaxy (M32)]\n",
    "                 'jbf312010', 'jbf316010', 'jbf301010', #Resolved galaxy (M31), Resolved galaxy (M31), Resolved galaxy (M31)\n",
    "                 'j8d416010', 'j9l952020', 'jbqj01030', #Extragalactic field, [Globular cluster], [Globular cluster]\n",
    "                 'jbqj02010', 'j9l929020', 'j9l9ad020'] #Globular cluster, Globular cluster, Globular cluster\n",
    "# jbf301010"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Test set\n",
    "* F435W - j6lp05010, jbfla3010, jc8mb1010, jcoy03020\n",
    "* F606W - jc3f01010, j96q03010, jcdm95020, jb1605010\n",
    "* F814W - j8xi01010, jcnw11010, j9l952020, jbqj01030"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "&lt;MaskedColumn name=&apos;t_exptime&apos; dtype=&apos;float64&apos; length=15&gt;\n",
       "<table>\n",
       "<tr><td>1440.0</td></tr>\n",
       "<tr><td>1440.0</td></tr>\n",
       "<tr><td>720.0</td></tr>\n",
       "<tr><td>1200.0</td></tr>\n",
       "<tr><td>1600.0</td></tr>\n",
       "<tr><td>922.0</td></tr>\n",
       "<tr><td>2028.0</td></tr>\n",
       "<tr><td>5090.0</td></tr>\n",
       "<tr><td>2146.0</td></tr>\n",
       "<tr><td>1715.0</td></tr>\n",
       "<tr><td>1520.0</td></tr>\n",
       "<tr><td>1520.0</td></tr>\n",
       "<tr><td>1720.0</td></tr>\n",
       "<tr><td>610.0</td></tr>\n",
       "<tr><td>610.0</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<MaskedColumn name='t_exptime' dtype='float64' length=15>\n",
       "1440.0\n",
       "1440.0\n",
       " 720.0\n",
       "1200.0\n",
       "1600.0\n",
       " 922.0\n",
       "2028.0\n",
       "5090.0\n",
       "2146.0\n",
       "1715.0\n",
       "1520.0\n",
       "1520.0\n",
       "1720.0\n",
       " 610.0\n",
       " 610.0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f814w_Table['t_exptime']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "f435_prop_ids = [10595, 9442, 10760, 10631, 12103, 13498, 13737, 9490]\n",
    "f606_prop_ids = [14343, 13057, 10260, 10407, 13375, 13364, 10190, 10146, 14235, 11586]\n",
    "f814_prop_ids = [9490, 9405, 9450, 10092, 13691, 12058, 10775, 12602]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "err_obs_ids = ['jcoy02030', 'jb1605010', 'jbf301010']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "f435w_Table = Observations.query_criteria(obstype='all',\n",
    "                                      obs_collection='HST',\n",
    "                                      obs_id = f435w_obs_ids)\n",
    "f606w_Table = Observations.query_criteria(obstype='all',\n",
    "                                      obs_collection='HST',\n",
    "                                      obs_id = f606w_obs_ids)\n",
    "f814w_Table = Observations.query_criteria(obstype='all',\n",
    "                                      obs_collection='HST',\n",
    "                                      obs_id = f814w_obs_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: AstropyDeprecationWarning: Criteria obstype argument will disappear in May 2019. Criteria 'obstype' is now 'intentType', options are 'science' or 'calibration', if intentType is not supplied all observations (science and calibration) are returned. [astroquery.mast.core]\n"
     ]
    }
   ],
   "source": [
    "err_Table = Observations.query_criteria(obstype = 'all',\n",
    "                                       obs_collection='HST',\n",
    "                                       obs_id = err_obs_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jb1605iuq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605iuq/jb1605iuq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jb1605ivq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605ivq/jb1605ivq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jb1605jcq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jcq/jb1605jcq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jb1605jeq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jeq/jb1605jeq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jb1605jgq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jgq/jb1605jgq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301hjq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hjq/jbf301hjq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301hmq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hmq/jbf301hmq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301hpq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hpq/jbf301hpq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301htq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301htq/jbf301htq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcoy02coq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02coq/jcoy02coq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcoy02crq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02crq/jcoy02crq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcoy02d0q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02d0q/jcoy02d0q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcoy02d3q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02d3q/jcoy02d3q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcoy02dnq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02dnq/jcoy02dnq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcoy02dpq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02dpq/jcoy02dpq_flc.fits ... [Done]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<i>Table length=15</i>\n",
       "<table id=\"table112574790864\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>Local Path</th><th>Status</th><th>Message</th><th>URL</th></tr></thead>\n",
       "<thead><tr><th>str97</th><th>str8</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605iuq/jb1605iuq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605ivq/jb1605ivq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jcq/jb1605jcq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jeq/jb1605jeq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jgq/jb1605jgq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hjq/jbf301hjq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hmq/jbf301hmq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hpq/jbf301hpq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301htq/jbf301htq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02coq/jcoy02coq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02crq/jcoy02crq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02d0q/jcoy02d0q_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02d3q/jcoy02d3q_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02dnq/jcoy02dnq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02dpq/jcoy02dpq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=15>\n",
       "                                            Local Path                                            ...\n",
       "                                              str97                                               ...\n",
       "------------------------------------------------------------------------------------------------- ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605iuq/jb1605iuq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605ivq/jb1605ivq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jcq/jb1605jcq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jeq/jb1605jeq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jb1605jgq/jb1605jgq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hjq/jbf301hjq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hmq/jbf301hmq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301hpq/jbf301hpq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jbf301htq/jbf301htq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02coq/jcoy02coq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02crq/jcoy02crq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02d0q/jcoy02d0q_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02d3q/jcoy02d3q_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02dnq/jcoy02dnq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jcoy02dpq/jcoy02dpq_flc.fits ..."
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "err_product = Observations.get_product_list(err_Table)\n",
    "Observations.download_products(err_product,\n",
    "                              download_dir = '/Users/jameskwon/Documents/Research/Data/deepcr/err',\n",
    "                              mrp_only = False,\n",
    "                              productSubGroupDescription='FLC')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 253,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8z005nhq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j8z005nhq/j8z005nhq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8z005niq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j8z005niq/j8z005niq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8z005nkq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j8z005nkq/j8z005nkq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8z007ntq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j8z007ntq/j8z007ntq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8z007nuq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j8z007nuq/j8z007nuq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8z007nwq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j8z007nwq/j8z007nwq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j90a03frq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j90a03frq/j90a03frq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j90a03fsq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j90a03fsq/j90a03fsq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j90a03g8q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j90a03g8q/j90a03g8q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j90a03gaq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j90a03gaq/j90a03gaq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j90a04mmq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f606w/mastDownload/HST/j90a04mmq/j90a04mmq_flc.fits ... [Done]\n",
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     "output_type": "stream",
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      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j9l9adarq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j9l9adarq/j9l9adarq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301hjq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf301hjq/jbf301hjq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301hmq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf301hmq/jbf301hmq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301hpq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf301hpq/jbf301hpq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf301htq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf301htq/jbf301htq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf312f0q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf312f0q/jbf312f0q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf312f3q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf312f3q/jbf312f3q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf312f6q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf312f6q/jbf312f6q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf312faq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf312faq/jbf312faq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf316hhq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf316hhq/jbf316hhq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf316hkq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf316hkq/jbf316hkq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf316hnq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf316hnq/jbf316hnq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbf316hrq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbf316hrq/jbf316hrq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj01icq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01icq/jbqj01icq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj01ihq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01ihq/jbqj01ihq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj01ivq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01ivq/jbqj01ivq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj01j0q_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01j0q/jbqj01j0q_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj01jhq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01jhq/jbqj01jhq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj01jmq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01jmq/jbqj01jmq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj02ggq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02ggq/jbqj02ggq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj02gjq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02gjq/jbqj02gjq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj02gnq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02gnq/jbqj02gnq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jbqj02grq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02grq/jbqj02grq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcnw11muq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jcnw11muq/jcnw11muq_flc.fits ... [Done]\n",
      "Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/jcnw11mxq_flc.fits to /Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jcnw11mxq/jcnw11mxq_flc.fits ... [Done]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<i>Table length=60</i>\n",
       "<table id=\"table112303486736\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>Local Path</th><th>Status</th><th>Message</th><th>URL</th></tr></thead>\n",
       "<thead><tr><th>str99</th><th>str8</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vqq/j8d414vqq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vsq/j8d414vsq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vvq/j8d414vvq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vyq/j8d414vyq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416vyq/j8d416vyq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416vzq/j8d416vzq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416w1q/j8d416w1q_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416w3q/j8d416w3q_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d6a2i8q/j8d6a2i8q_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d6a2iaq/j8d6a2iaq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01ivq/jbqj01ivq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01j0q/jbqj01j0q_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01jhq/jbqj01jhq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01jmq/jbqj01jmq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02ggq/jbqj02ggq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02gjq/jbqj02gjq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02gnq/jbqj02gnq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02grq/jbqj02grq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jcnw11muq/jcnw11muq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "<tr><td>/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jcnw11mxq/jcnw11mxq_flc.fits</td><td>COMPLETE</td><td>None</td><td>None</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table length=60>\n",
       "                                             Local Path                                             ...\n",
       "                                               str99                                                ...\n",
       "--------------------------------------------------------------------------------------------------- ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vqq/j8d414vqq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vsq/j8d414vsq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vvq/j8d414vvq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d414vyq/j8d414vyq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416vyq/j8d416vyq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416vzq/j8d416vzq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416w1q/j8d416w1q_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d416w3q/j8d416w3q_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d6a2i8q/j8d6a2i8q_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/j8d6a2iaq/j8d6a2iaq_flc.fits ...\n",
       "                                                                                                ... ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01ivq/jbqj01ivq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01j0q/jbqj01j0q_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01jhq/jbqj01jhq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj01jmq/jbqj01jmq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02ggq/jbqj02ggq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02gjq/jbqj02gjq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02gnq/jbqj02gnq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jbqj02grq/jbqj02grq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jcnw11muq/jcnw11muq_flc.fits ...\n",
       "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/mastDownload/HST/jcnw11mxq/jcnw11mxq_flc.fits ..."
      ]
     },
     "execution_count": 253,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# f435w_product = Observations.get_product_list(f435w_Table)\n",
    "# Observations.download_products(f435w_product,\n",
    "#                               download_dir = '/Users/jameskwon/Documents/Research/Data/deepcr/f435w',\n",
    "#                               mrp_only = False,\n",
    "#                               productSubGroupDescription='FLC')\n",
    "f606w_product = Observations.get_product_list(f606w_Table)\n",
    "Observations.download_products(f606w_product,\n",
    "                              download_dir = '/Users/jameskwon/Documents/Research/Data/deepcr/f606w',\n",
    "                              mrp_only = False,\n",
    "                              productSubGroupDescription='FLC')\n",
    "f814w_product = Observations.get_product_list(f814w_Table)\n",
    "Observations.download_products(f814w_product,\n",
    "                              download_dir = '/Users/jameskwon/Documents/Research/Data/deepcr/f814w',\n",
    "                              mrp_only = False,\n",
    "                              productSubGroupDescription='FLC')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "base_dir = os.environ.get('DEEPCR_DIR')\n",
    "f606_dir = os.path.join(base_dir,'f606w')\n",
    "f435_dir = os.path.join(base_dir,'f435w')\n",
    "f814_dir = os.path.join(base_dir,'f814w')\n",
    "\n",
    "f606_mast_dir = os.path.join(f606_dir,'mastDownload','HST')\n",
    "f435_mast_dir = os.path.join(f435_dir,'mastDownload','HST')\n",
    "f814_mast_dir = os.path.join(f814_dir,'mastDownload','HST')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 255,
   "metadata": {},
   "outputs": [],
   "source": [
    "for prop_id in f606_prop_ids:\n",
    "    dir_exist = os.path.isdir(base_dir+f'/f606w/{prop_id}')\n",
    "    if not dir_exist:\n",
    "        os.mkdir(base_dir+f'/f606w/{prop_id}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 256,
   "metadata": {},
   "outputs": [],
   "source": [
    "f606_obs_table = Observations.query_criteria(obs_collection='HST', \n",
    "                                        filters='F606W', \n",
    "                                        instrument_name='ACS/WFC')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 257,
   "metadata": {},
   "outputs": [],
   "source": [
    "for prop_id in f435_prop_ids:\n",
    "    dir_exist = os.path.isdir(base_dir+f'/f435w/{prop_id}')\n",
    "    if not dir_exist:\n",
    "        os.mkdir(base_dir+f'/f435w/{prop_id}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 258,
   "metadata": {},
   "outputs": [],
   "source": [
    "f435_obs_table = Observations.query_criteria(obs_collection='HST', \n",
    "                                        filters='F435W', \n",
    "                                        instrument_name='ACS/WFC')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 259,
   "metadata": {},
   "outputs": [],
   "source": [
    "for prop_id in f814_prop_ids:\n",
    "    dir_exist = os.path.isdir(base_dir+f'/f814w/{prop_id}')\n",
    "    if not dir_exist:\n",
    "        os.mkdir(base_dir+f'/f814w/{prop_id}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 260,
   "metadata": {},
   "outputs": [],
   "source": [
    "f814_obs_table = Observations.query_criteria(obs_collection='HST', \n",
    "                                        filters='F814W', \n",
    "                                        instrument_name='ACS/WFC')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 262,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "jcx618ilq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "jc3f01b8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057\n",
      "jc9707rzq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375\n",
      "jcx618ioq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "j90o28fjq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190\n",
      "jcxx01bbq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343\n",
      "jcxx01b0q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343\n",
      "jc9704dxq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375\n",
      "jc9704drq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375\n",
      "j8z005nkq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260\n",
      "j96q03i9q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407\n",
      "j8z005nhq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260\n",
      "j90a04mtq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "jb1605jgq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586\n",
      "j90o13fvq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190\n",
      "jb1605jcq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586\n",
      "j90o28fuq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190\n",
      "jb1605iuq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586\n",
      "j90a03g8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "jcx618i9q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "j8z007nuq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260\n",
      "jb1605ivq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586\n",
      "jcdm95fqq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364\n",
      "j90a03fsq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "jcxx01bfq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343\n",
      "jcx618ihq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "jc3f01b6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057\n",
      "j96q03idq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407\n",
      "jcx618iiq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "jcx618icq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "j90a03gaq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "j90a03frq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "j90o28foq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190\n",
      "jcxx01b5q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343\n",
      "j90a04mrq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "jcx618i8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235\n",
      "j8z007ntq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260\n",
      "j8z007nwq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260\n",
      "j96q03i6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407\n",
      "j90o13fsq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190\n",
      "jc9704dtq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375\n",
      "jcxx01b2q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343\n",
      "j8z005niq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260\n",
      "jc9707s3q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375\n",
      "jcdm95feq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364\n",
      "jb1605jeq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586\n",
      "j90o28g8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190\n",
      "jcxx01biq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343\n",
      "j90a04mnq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n",
      "jc9707rxq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375\n",
      "j90a04mmq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146\n"
     ]
    }
   ],
   "source": [
    "for f_download in os.listdir(f606_mast_dir):\n",
    "    sub_dir = os.path.join(f606_mast_dir,f_download)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        file = os.listdir(sub_dir)\n",
    "        if len(file) != 1:\n",
    "            print(sub_dir)\n",
    "            print(file)\n",
    "            raise ValueError\n",
    "        else:\n",
    "\n",
    "            file = file[0]\n",
    "            print(file)\n",
    "            file_dir = os.path.join(sub_dir,file)\n",
    "            if os.path.isfile(file_dir):\n",
    "                idx = (file.index('_flc.fits'))\n",
    "                for i,ID in enumerate(f606_obs_table['obs_id']):\n",
    "                    if file[:idx-5] in ID:\n",
    "                        break\n",
    "                prop_id = f606_obs_table['proposal_id'][i]\n",
    "                src = file_dir\n",
    "                print(os.path.join(f606_dir,prop_id))\n",
    "                if os.path.isdir(os.path.join(f606_dir,prop_id)):\n",
    "                    dst = os.path.join(f606_dir,prop_id,file)\n",
    "                    shutil.move(src,dst)\n",
    "                else:\n",
    "                    raise ValueError"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 264,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "jbf301htq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j8d416w1q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "j8xi01vxq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092\n",
      "j9l952nlq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j9l9adanq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "jbqj01ivq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j8d414vqq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "jbf312f6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j9l929ecq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j8iy4bduq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405\n",
      "jbf316hnq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j8d416vyq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "j8xi01w0q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092\n",
      "j8iy6dbqq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405\n",
      "j8d416vzq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "j8xi01w3q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092\n",
      "j9l929e8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j9l952ntq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "jcnw11muq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691\n",
      "j8xi01w7q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092\n",
      "j8iy6dbvq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405\n",
      "jbqj01icq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j9l929e6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j9l952npq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j8d6a2i8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490\n",
      "jcnw11mxq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691\n",
      "j9l9adarq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "jbf316hrq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j9l9adajq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j9l952nkq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "jbqj01jmq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j8d414vvq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "jbf301hpq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j9l929eeq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "jbf312f0q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j8d6a2iaq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490\n",
      "jbqj02grq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j8iy4becq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405\n",
      "jbf312f3q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "jbf312faq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "jbf316hkq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "jbqj02gjq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "jbf301hjq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "j8iy4be1q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405\n",
      "j9l952nrq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j9l9adapq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "jbf316hhq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "jbqj01ihq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "jbqj01j0q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j8iy4be6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405\n",
      "jbqj02ggq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "jbf301hmq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058\n",
      "jbqj02gnq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j8d416w3q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "j9l952nnq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j8d414vyq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n",
      "jbqj01jhq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602\n",
      "j9l9adalq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j9l929eaq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775\n",
      "j8d414vsq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450\n"
     ]
    }
   ],
   "source": [
    "for f_download in os.listdir(f814_mast_dir):\n",
    "    sub_dir = os.path.join(f814_mast_dir,f_download)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        file = os.listdir(sub_dir)\n",
    "        if len(file) != 1:\n",
    "            print(sub_dir)\n",
    "            print(file)\n",
    "            raise ValueError\n",
    "        else:\n",
    "\n",
    "            file = file[0]\n",
    "            print(file)\n",
    "            file_dir = os.path.join(sub_dir,file)\n",
    "            if os.path.isfile(file_dir):\n",
    "                idx = (file.index('_flc.fits'))\n",
    "                for i,ID in enumerate(f814_obs_table['obs_id']):\n",
    "                    if file[:idx-5] in ID:\n",
    "                        break\n",
    "                prop_id = f814_obs_table['proposal_id'][i]\n",
    "                src = file_dir\n",
    "                print(os.path.join(f814_dir,prop_id))\n",
    "                if os.path.isdir(os.path.join(f814_dir,prop_id)):\n",
    "                    dst = os.path.join(f814_dir,prop_id,file)\n",
    "                    shutil.move(src,dst)\n",
    "                else:\n",
    "                    raise ValueError"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 266,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "jcoy03ndq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9ju04evq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9ju02hyq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9es07smq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595\n",
      "j9df04idq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j9ju02i8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9ju04f1q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "jcoy02crq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9df01jqq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j6lp01egq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j9ju02i2q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "jcoy02dnq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9es02kvq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595\n",
      "jcoy03n6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j6lp01edq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j6lp05wvq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "jc8mb1nqq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498\n",
      "jbfla3kyq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103\n",
      "j9df03zrq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "jc8mb1nxq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498\n",
      "j9ju02i6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9df04i8q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j9df01juq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j6lp03ysq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j6lp05wcq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j8d6a3ddq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490\n",
      "j9ju04exq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9ju04erq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "jcoy02d3q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9df04ibq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j6lp01e9q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "jc8mb1nds_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498\n",
      "j9es07skq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595\n",
      "jcoy02dpq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "jcoy02d0q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "jcoy02coq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9ju04ezq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j6lp01epq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j8d6a3dfq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490\n",
      "j9ju04epq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9df04i9q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j9df03zpq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j9ju02i4q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j6lp05w3q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j6lp03xzq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j9ju04eoq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9df01jsq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j9ju02i0q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9es02ktq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595\n",
      "j9df01jpq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j9df03ztq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n",
      "j6lp03y6q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "jcoy03mzq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9ju02iaq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j9ju02hxq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "j6lp05vuq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "j9ju04etq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760\n",
      "jbfla3l1q_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103\n",
      "jc8mb1njs_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498\n",
      "j6lp03xlq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442\n",
      "jcoy03msq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737\n",
      "j9df03zoq_flc.fits\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631\n"
     ]
    }
   ],
   "source": [
    "for f_download in os.listdir(f435_mast_dir):\n",
    "    sub_dir = os.path.join(f435_mast_dir,f_download)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        file = os.listdir(sub_dir)\n",
    "        if len(file) != 1:\n",
    "            print(sub_dir)\n",
    "            print(file)\n",
    "            raise ValueError\n",
    "        else:\n",
    "\n",
    "            file = file[0]\n",
    "            print(file)\n",
    "            file_dir = os.path.join(sub_dir,file)\n",
    "            if os.path.isfile(file_dir):\n",
    "                idx = (file.index('_flc.fits'))\n",
    "                for i,ID in enumerate(f435_obs_table['obs_id']):\n",
    "                    if file[:idx-5] in ID:\n",
    "                        break\n",
    "                prop_id = f435_obs_table['proposal_id'][i]\n",
    "                src = file_dir\n",
    "                print(os.path.join(f435_dir,prop_id))\n",
    "                if os.path.isdir(os.path.join(f435_dir,prop_id)):\n",
    "                    dst = os.path.join(f435_dir,prop_id,file)\n",
    "                    shutil.move(src,dst)\n",
    "                else:\n",
    "                    raise ValueError"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from drizzlepac import astrodrizzle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "repo_dir = os.environ.get('DEEPCR')\n",
    "repo_dir = os.path.join(repo_dir,'codes')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_extra(data_dir):\n",
    "    repo_dir = os.environ.get('DEEPCR')\n",
    "    repo_dir = os.path.join(repo_dir,'codes')\n",
    "    rm_list = []\n",
    "    for file in os.listdir(repo_dir):\n",
    "        if 'OrIg_' in file:\n",
    "            pass\n",
    "        elif 'final_' in file:\n",
    "            rm_list.append(file)\n",
    "        elif '_sci2.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        elif '_sci1.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        elif '_staticMask.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        elif 'astrodrizzle.log' in file:\n",
    "            rm_list.append(file)\n",
    "    a = os.listdir(repo_dir)\n",
    "    \n",
    "    for f_rm in rm_list:\n",
    "        rm_dir = os.path.join(repo_dir,f_rm)\n",
    "        os.remove(rm_dir)\n",
    "    \n",
    "    rm_list = []\n",
    "    for file in os.listdir(data_dir):\n",
    "        if 'blt.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        elif '_final_mask.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        \n",
    "        elif '_single_mask.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        \n",
    "        elif '_single_sci.fits' in file:\n",
    "            rm_list.append(file)\n",
    "        \n",
    "        elif '_single_wht.fits' in file:\n",
    "            rm_list.append(file)\n",
    "\n",
    "    for f_rm in rm_list:\n",
    "        rm_dir = os.path.join(data_dir,f_rm)\n",
    "        os.remove(rm_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:18:58.233 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:18:58.236 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.587296107210427  41.55185534661992  \n",
      "CRPIX : 2108.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.388888888725236e-05  2.1321155967867122e-10  \n",
      "CD2_1 CD2_2  : 2.1321155967867122e-10  -1.388888888725236e-05  \n",
      "NAXIS : 4217  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1612 Mb.\n",
      "*  Output image size:       4217 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         6\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:18:59.497 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:18:59.500 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:19:00.762 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:19:00.763 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:19:01.123301\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8z007ntq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8z007ntq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8z007ntq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8z007nuq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8z007nuq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8z007nuq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8z007nwq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8z007nwq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8z007nwq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8z007ntq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "   *   Image: j8z007nuq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "   *   Image: j8z007nwq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8z007ntq_flc.fits['SCI',1,2]'  --  SKY = 60.54227804835838 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 119.571   NEW MDRIZSKY = 119.571\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 119.571   NEW MDRIZSKY = 119.571\n",
      "   *   Image:   'j8z007nuq_flc.fits['SCI',1,2]'  --  SKY = 63.123165082327915 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 124.668   NEW MDRIZSKY = 124.668\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 124.668   NEW MDRIZSKY = 124.668\n",
      "   *   Image:   'j8z007nwq_flc.fits['SCI',1,2]'  --  SKY = 60.25788512410996 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 119.009   NEW MDRIZSKY = 119.009\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 119.009   NEW MDRIZSKY = 119.009\n",
      "***** skymatch ended on 2020-06-29 21:19:03.472960\n",
      "TOTAL RUN TIME: 0:00:02.349659\n",
      "==== Processing Step Subtract Sky finished at 21:19:03.819 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:19:03.820 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.587296107210427  41.55185534661992  \n",
      "CRPIX : 2108.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.388888888725236e-05  2.1321155967867122e-10  \n",
      "CD2_1 CD2_2  : 2.1321155967867122e-10  -1.388888888725236e-05  \n",
      "NAXIS : 4217  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:19:07.138 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:19:07.141 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_flc.fits' is 119.57099914550781\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_flc.fits' is 124.66825103759766\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_flc.fits' is 119.00932312011719\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:19:13.326 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:19:13.327 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:19:22.513 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:19:22.514 (29/06/2020)\n",
      "\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci1_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci1_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci1_crmask.fits'\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci1_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci1_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci2_crmask.fits'\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nuq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007nwq_sci2_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7/j8z007ntq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:19:26.338 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:19:26.346 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.587296107210427  41.55185534661992  \n",
      "CRPIX : 2108.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.388888888725236e-05  2.1321155967867122e-10  \n",
      "CD2_1 CD2_2  : 2.1321155967867122e-10  -1.388888888725236e-05  \n",
      "NAXIS : 4217  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:19:41.947 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:19:41.949 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.2613 sec.\n",
      "            Static Mask          1.2627 sec.\n",
      "           Subtract Sky          3.0555 sec.\n",
      "       Separate Drizzle          3.3183 sec.\n",
      "          Create Median          6.1845 sec.\n",
      "                   Blot          9.1856 sec.\n",
      "                Driz_CR          3.8247 sec.\n",
      "          Final Drizzle          15.6015 sec.\n",
      "   ====================          ====================\n",
      "                  Total          43.6942 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:19:42.131 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:19:42.13 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.78915646240283  41.3736357334938  \n",
      "CRPIX : 2108.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.3888888887259923e-05  2.1271832856845365e-10  \n",
      "CD2_1 CD2_2  : 2.1271832856845365e-10  -1.3888888887259923e-05  \n",
      "NAXIS : 4217  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1612 Mb.\n",
      "*  Output image size:       4217 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         6\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:19:43.397 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:19:43.400 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:19:44.718 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:19:44.719 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:19:45.044322\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8z005nhq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8z005nhq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8z005nhq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8z005niq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8z005niq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8z005niq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8z005nkq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8z005nkq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8z005nkq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8z005nhq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "   *   Image: j8z005niq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "   *   Image: j8z005nkq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8z005nhq_flc.fits['SCI',1,2]'  --  SKY = 322.7698526503164 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 637.47   NEW MDRIZSKY = 637.47\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 637.47   NEW MDRIZSKY = 637.47\n",
      "   *   Image:   'j8z005niq_flc.fits['SCI',1,2]'  --  SKY = 324.89081660403474 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 641.659   NEW MDRIZSKY = 641.659\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 641.659   NEW MDRIZSKY = 641.659\n",
      "   *   Image:   'j8z005nkq_flc.fits['SCI',1,2]'  --  SKY = 326.2957377373417 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 644.434   NEW MDRIZSKY = 644.434\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 644.434   NEW MDRIZSKY = 644.434\n",
      "***** skymatch ended on 2020-06-29 21:19:47.200768\n",
      "TOTAL RUN TIME: 0:00:02.156446\n",
      "==== Processing Step Subtract Sky finished at 21:19:47.520 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:19:47.521 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.78915646240283  41.3736357334938  \n",
      "CRPIX : 2108.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.3888888887259923e-05  2.1271832856845365e-10  \n",
      "CD2_1 CD2_2  : 2.1271832856845365e-10  -1.3888888887259923e-05  \n",
      "NAXIS : 4217  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:19:50.919 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:19:50.923 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_flc.fits' is 637.470458984375\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_flc.fits' is 641.6593627929688\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_flc.fits' is 644.43408203125\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:19:56.443 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:19:56.44 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:20:04.782 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:20:04.783 (29/06/2020)\n",
      "\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci1_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci1_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci1_crmask.fits'\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci1_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci1_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005niq_sci2_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci2_crmask.fits'\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nkq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5/j8z005nhq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:20:08.108 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:20:08.11 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.78915646240283  41.3736357334938  \n",
      "CRPIX : 2108.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.3888888887259923e-05  2.1271832856845365e-10  \n",
      "CD2_1 CD2_2  : 2.1271832856845365e-10  -1.3888888887259923e-05  \n",
      "NAXIS : 4217  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:20:23.201 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:20:23.203 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.2633 sec.\n",
      "            Static Mask          1.3173 sec.\n",
      "           Subtract Sky          2.8011 sec.\n",
      "       Separate Drizzle          3.3984 sec.\n",
      "          Create Median          5.5208 sec.\n",
      "                   Blot          8.3374 sec.\n",
      "                Driz_CR          3.3250 sec.\n",
      "          Final Drizzle          15.0859 sec.\n",
      "   ====================          ====================\n",
      "                  Total          41.0492 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:20:23.381 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:20:23.383 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.875458307882274  41.254156469195465  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 6.351062415713797e-06  -1.2351730273917451e-05  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CD2_1 CD2_2  : -1.2351730273917451e-05  -6.351062415713797e-06  \n",
      "NAXIS : 4219  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1613 Mb.\n",
      "*  Output image size:       4219 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         6\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:20:24.640 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:20:24.643 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:20:25.894 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:20:25. (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:20:26.230244\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j96q03i6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j96q03i6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j96q03i6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j96q03i9q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j96q03i9q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j96q03i9q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j96q03idq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j96q03idq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j96q03idq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j96q03i6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1104.0 [s]\n",
      "             Conversion factor (data->brightness):  0.3623188405797101\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1104.0 [s]\n",
      "             Conversion factor (data->brightness):  0.3623188405797101\n",
      "\n",
      "   *   Image: j96q03i9q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1146.0 [s]\n",
      "             Conversion factor (data->brightness):  0.3490401396160558\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1146.0 [s]\n",
      "             Conversion factor (data->brightness):  0.3490401396160558\n",
      "\n",
      "   *   Image: j96q03idq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1146.0 [s]\n",
      "             Conversion factor (data->brightness):  0.3490401396160558\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1146.0 [s]\n",
      "             Conversion factor (data->brightness):  0.3490401396160558\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j96q03i6q_flc.fits['SCI',1,2]'  --  SKY = 210.14023932857788 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 579.987   NEW MDRIZSKY = 579.987\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 579.987   NEW MDRIZSKY = 579.987\n",
      "   *   Image:   'j96q03i9q_flc.fits['SCI',1,2]'  --  SKY = 209.45069211523776 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 600.076   NEW MDRIZSKY = 600.076\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 600.076   NEW MDRIZSKY = 600.076\n",
      "   *   Image:   'j96q03idq_flc.fits['SCI',1,2]'  --  SKY = 209.465370377945 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 600.118   NEW MDRIZSKY = 600.118\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 600.118   NEW MDRIZSKY = 600.118\n",
      "***** skymatch ended on 2020-06-29 21:20:28.342086\n",
      "TOTAL RUN TIME: 0:00:02.111842\n",
      "==== Processing Step Subtract Sky finished at 21:20:28.663 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:20:28.664 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.875458307882274  41.254156469195465  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 6.351062415713797e-06  -1.2351730273917451e-05  \n",
      "CD2_1 CD2_2  : -1.2351730273917451e-05  -6.351062415713797e-06  \n",
      "NAXIS : 4219  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:20:32.049 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:20:32.05 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_flc.fits' is 579.987060546875\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_flc.fits' is 600.0762329101562\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_flc.fits' is 600.1182861328125\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:20:37.769 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:20:37.770 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:20:46.301 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:20:46.30 (29/06/2020)\n",
      "\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci1_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci1_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci1_crmask.fits'\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci1_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci1_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i9q_sci2_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03i6q_sci2_crmask.fits\n",
      "Removed old cosmic ray mask file: '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci2_crmask.fits'\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3/j96q03idq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:20:50.147 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:20:50.154 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.875458307882274  41.254156469195465  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 6.351062415713797e-06  -1.2351730273917451e-05  \n",
      "CD2_1 CD2_2  : -1.2351730273917451e-05  -6.351062415713797e-06  \n",
      "NAXIS : 4219  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:21:05.642 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:21:05.64 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.2563 sec.\n",
      "            Static Mask          1.2509 sec.\n",
      "           Subtract Sky          2.7685 sec.\n",
      "       Separate Drizzle          3.3852 sec.\n",
      "          Create Median          5.7161 sec.\n",
      "                   Blot          8.5313 sec.\n",
      "                Driz_CR          3.8448 sec.\n",
      "          Final Drizzle          15.4877 sec.\n",
      "   ====================          ====================\n",
      "                  Total          42.2409 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586/5\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:21:05.823 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:21:05.826 (29/06/2020)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "##############################################################################\n",
      "#                                                                            #\n",
      "# ERROR:                                                                     #\n",
      "# AstroDrizzle Version 3.1.6 encountered a problem!  Processing terminated   #\n",
      "# at 21:21:06.371 (29/06/2020).                                              #\n",
      "#                                                                            #\n",
      "##############################################################################\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.0000 sec.\n",
      "   ====================          ====================\n",
      "                  Total          0.0000 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    },
    {
     "ename": "KeyError",
     "evalue": "\"Extension ('D2IMARR', 1.0) not found.\"",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/util.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    223\u001b[0m             \u001b[0;31m# finally clause is reached.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    224\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 225\u001b[0;31m                 \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    226\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    227\u001b[0m                 \u001b[0merrorobj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/astrodrizzle.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(configobj, wcsmap)\u001b[0m\n\u001b[1;32m    179\u001b[0m         \u001b[0mimgObjList\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    180\u001b[0m         \u001b[0mprocSteps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maddStep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Initialization'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 181\u001b[0;31m         \u001b[0mimgObjList\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutwcs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprocessInput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetCommonInput\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconfigobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    182\u001b[0m         \u001b[0mprocSteps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendStep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Initialization'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    183\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36msetCommonInput\u001b[0;34m(configObj, createOutwcs)\u001b[0m\n\u001b[1;32m    204\u001b[0m                                             \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfigObj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'group'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    205\u001b[0m                                             \u001b[0mundistort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 206\u001b[0;31m                                             inmemory=virtual)\n\u001b[0m\u001b[1;32m    207\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    208\u001b[0m     \u001b[0;31m# Add original file names as \"hidden\" attributes of imageObject\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36mcreateImageObjectList\u001b[0;34m(files, instrpars, group, undistort, inmemory)\u001b[0m\n\u001b[1;32m    341\u001b[0m     \u001b[0mmt_refimg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    342\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mimg\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 343\u001b[0;31m         \u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_getInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    344\u001b[0m         \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetInstrumentParameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minstrpars\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    345\u001b[0m         \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcompute_wcslin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36m_getInputImage\u001b[0;34m(input, group)\u001b[0m\n\u001b[1;32m    420\u001b[0m             \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    421\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'HRC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHRCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 422\u001b[0;31m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'WFC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mWFCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    423\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'SBC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSBCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    424\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0m_instrument\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'NICMOS'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/acsData.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group)\u001b[0m\n\u001b[1;32m     91\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0mWFCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mACSInputImage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     92\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     94\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfull_shape\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m4096\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2048\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_detector\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_image\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"PRIMARY\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"DETECTOR\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/acsData.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group)\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     18\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     20\u001b[0m         \u001b[0;31m# define the cosmic ray bits value to use in the dq array\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     21\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcr_bits_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m4096\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/imageObject.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group, inmemory)\u001b[0m\n\u001b[1;32m   1070\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1071\u001b[0m                 \u001b[0;31m# build up HSTWCS object for each chip, which will be necessary for drizzling operations\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1072\u001b[0;31m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwcs_functions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_hstwcs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_image\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1073\u001b[0m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdetnum\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbinned\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_detnum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mchip\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1074\u001b[0m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcslin_pscale\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1.0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/wcs_functions.py\u001b[0m in \u001b[0;36mget_hstwcs\u001b[0;34m(filename, hdulist, extnum)\u001b[0m\n\u001b[1;32m    124\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mget_hstwcs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhdulist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    125\u001b[0m     \u001b[0;34m\"\"\" Return the HSTWCS object for a given chip. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 126\u001b[0;31m     \u001b[0mhdrwcs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwcsutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHSTWCS\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhdulist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mext\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    127\u001b[0m     \u001b[0mhdrwcs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    128\u001b[0m     \u001b[0mhdrwcs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexpname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhdulist\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'expname'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/stwcs/wcsutil/hstwcs.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fobj, ext, minerr, wcskey)\u001b[0m\n\u001b[1;32m    145\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    146\u001b[0m             WCS.__init__(self, ehdr, fobj=phdu, minerr=self.minerr,\n\u001b[0;32m--> 147\u001b[0;31m                          key=self.wcskey)\n\u001b[0m\u001b[1;32m    148\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minstrument\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'DEFAULT'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    149\u001b[0m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpc2cd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/wcs/wcs.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, header, fobj, key, minerr, relax, naxis, keysel, colsel, fix, translate_units, _do_set)\u001b[0m\n\u001b[1;32m    445\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnaxis\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mest_naxis\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    446\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 447\u001b[0;31m             \u001b[0mdet2im\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_det2im_kw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminerr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    448\u001b[0m             cpdis = self._read_distortion_kw(\n\u001b[1;32m    449\u001b[0m                 header, fobj, dist='CPDIS', err=minerr)\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/wcs/wcs.py\u001b[0m in \u001b[0;36m_read_det2im_kw\u001b[0;34m(self, header, fobj, err)\u001b[0m\n\u001b[1;32m    798\u001b[0m                     \u001b[0mdp_axis_key\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdp\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34mf'.AXIS.{i:d}'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    799\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdp_axis_key\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 800\u001b[0;31m                         \u001b[0md_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'D2IMARR'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md_extver\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    801\u001b[0m                     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    802\u001b[0m                         \u001b[0md_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'D2IMARR'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md_extver\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtranspose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    312\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    313\u001b[0m             return self._try_while_unread_hdus(super().__getitem__,\n\u001b[0;32m--> 314\u001b[0;31m                                                self._positive_index_of(key))\n\u001b[0m\u001b[1;32m    315\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    316\u001b[0m             \u001b[0;31m# Raise a more helpful IndexError if the file was not fully read.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36m_positive_index_of\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    767\u001b[0m         \"\"\"\n\u001b[1;32m    768\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 769\u001b[0;31m         \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex_of\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    770\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    771\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36mindex_of\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    748\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    749\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfound\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 750\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf'Extension {key!r} not found.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    751\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    752\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mfound\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyError\u001b[0m: \"Extension ('D2IMARR', 1.0) not found.\""
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:21:06.426 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:21:06.428 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 315.3731250030774  16.186626772816165  \n",
      "CRPIX : 2111.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.2170143042759906e-06  1.3835465686094157e-05  \n",
      "CD2_1 CD2_2  : 1.3835465686094157e-05  -1.2170143042759906e-06  \n",
      "NAXIS : 4223  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 3228 Mb.\n",
      "*  Output image size:       4223 X 4243 pixels. \n",
      "*  Output image file:       ~ 205 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:21:09.403 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:21:09.406 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:21:12.143 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:21:12.144 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:21:12.957182\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jcx618i8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618i8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618i8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcx618i9q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618i9q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618i9q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcx618icq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618icq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618icq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcx618ihq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618ihq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618ihq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcx618iiq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618iiq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618iiq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcx618ilq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618ilq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618ilq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcx618ioq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcx618ioq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcx618ioq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jcx618i8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "\n",
      "   *   Image: jcx618i9q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "\n",
      "   *   Image: jcx618icq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "\n",
      "   *   Image: jcx618ihq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 42.0 [s]\n",
      "             Conversion factor (data->brightness):  9.523809523809522\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 42.0 [s]\n",
      "             Conversion factor (data->brightness):  9.523809523809522\n",
      "\n",
      "   *   Image: jcx618iiq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "\n",
      "   *   Image: jcx618ilq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "\n",
      "   *   Image: jcx618ioq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 784.0 [s]\n",
      "             Conversion factor (data->brightness):  0.510204081632653\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jcx618i8q_flc.fits['SCI',1,2]'  --  SKY = 33.71875918641382 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 66.0888   NEW MDRIZSKY = 66.0888\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 66.0888   NEW MDRIZSKY = 66.0888\n",
      "   *   Image:   'jcx618i9q_flc.fits['SCI',1,2]'  --  SKY = 31.89299836450693 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 62.5103   NEW MDRIZSKY = 62.5103\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 62.5103   NEW MDRIZSKY = 62.5103\n",
      "   *   Image:   'jcx618icq_flc.fits['SCI',1,2]'  --  SKY = 31.964759437405327 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 62.6509   NEW MDRIZSKY = 62.6509\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 62.6509   NEW MDRIZSKY = 62.6509\n",
      "   *   Image:   'jcx618ihq_flc.fits['SCI',1,2]'  --  SKY = 52.84915197463262 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 5.54916   NEW MDRIZSKY = 5.54916\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 5.54916   NEW MDRIZSKY = 5.54916\n",
      "   *   Image:   'jcx618iiq_flc.fits['SCI',1,2]'  --  SKY = 36.24366448850047 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 71.0376   NEW MDRIZSKY = 71.0376\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 71.0376   NEW MDRIZSKY = 71.0376\n",
      "   *   Image:   'jcx618ilq_flc.fits['SCI',1,2]'  --  SKY = 33.132798331124434 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 64.9403   NEW MDRIZSKY = 64.9403\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 64.9403   NEW MDRIZSKY = 64.9403\n",
      "   *   Image:   'jcx618ioq_flc.fits['SCI',1,2]'  --  SKY = 32.5843013062769 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 63.8652   NEW MDRIZSKY = 63.8652\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 63.8652   NEW MDRIZSKY = 63.8652\n",
      "***** skymatch ended on 2020-06-29 21:21:17.843707\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TOTAL RUN TIME: 0:00:04.886525\n",
      "==== Processing Step Subtract Sky finished at 21:21:18.61 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:21:18.615 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 315.3731250030774  16.186626772816165  \n",
      "CRPIX : 2111.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.2170143042759906e-06  1.3835465686094157e-05  \n",
      "CD2_1 CD2_2  : 1.3835465686094157e-05  -1.2170143042759906e-06  \n",
      "NAXIS : 4223  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:21:24.216 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:21:24.222 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_flc.fits' is 66.0887680053711\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_flc.fits' is 62.510276794433594\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_flc.fits' is 62.65092849731445\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_flc.fits' is 5.549160957336426\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_flc.fits' is 71.03758239746094\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_flc.fits' is 64.9402847290039\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_flc.fits' is 63.865230560302734\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:21:37.330 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:21:37.331 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:21:57.782 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:21:57.783 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ioq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i9q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ihq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618i8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618iiq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618ilq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18/jcx618icq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:22:03.93 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:22:03.947 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 315.3731250030774  16.186626772816165  \n",
      "CRPIX : 2111.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.2170143042759906e-06  1.3835465686094157e-05  \n",
      "CD2_1 CD2_2  : 1.3835465686094157e-05  -1.2170143042759906e-06  \n",
      "NAXIS : 4223  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:22:37.82 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:22:37.831 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.9749 sec.\n",
      "            Static Mask          2.7376 sec.\n",
      "           Subtract Sky          6.4698 sec.\n",
      "       Separate Drizzle          5.6010 sec.\n",
      "          Create Median          13.1078 sec.\n",
      "                   Blot          20.4507 sec.\n",
      "                Driz_CR          6.1563 sec.\n",
      "          Final Drizzle          33.8818 sec.\n",
      "   ====================          ====================\n",
      "                  Total          91.3799 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:22:38.201 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:22:38.204 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 14.163526034769731  39.6888316761192  \n",
      "CRPIX : 2114.0  2179.5  \n",
      "CD1_1 CD1_2  : 1.3162868166856945e-05  -4.43171932660963e-06  \n",
      "CD2_1 CD2_2  : -4.43171932660963e-06  -1.3162868166856945e-05  \n",
      "NAXIS : 4228  4359\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1649 Mb.\n",
      "*  Output image size:       4228 X 4359 pixels. \n",
      "*  Output image file:       ~ 210 Mb. \n",
      "*  Cores available:         6\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:22:39.409 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:22:39.412 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:22:40.67 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:22:40.680 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:22:41.032515\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jc9707rxq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc9707rxq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc9707rxq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc9707rzq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc9707rzq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc9707rzq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc9707s3q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc9707s3q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc9707s3q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jc9707rxq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 803.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49813200498132\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 803.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49813200498132\n",
      "\n",
      "   *   Image: jc9707rzq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 803.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49813200498132\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 803.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49813200498132\n",
      "\n",
      "   *   Image: jc9707s3q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 803.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49813200498132\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 803.0 [s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             Conversion factor (data->brightness):  0.49813200498132\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jc9707rxq_flc.fits['SCI',1,2]'  --  SKY = 29.129123331452362 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 58.4767   NEW MDRIZSKY = 58.4767\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 58.4767   NEW MDRIZSKY = 58.4767\n",
      "   *   Image:   'jc9707rzq_flc.fits['SCI',1,2]'  --  SKY = 33.114281983333974 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 66.4769   NEW MDRIZSKY = 66.4769\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 66.4769   NEW MDRIZSKY = 66.4769\n",
      "   *   Image:   'jc9707s3q_flc.fits['SCI',1,2]'  --  SKY = 29.209390642634062 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 58.6379   NEW MDRIZSKY = 58.6379\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 58.6379   NEW MDRIZSKY = 58.6379\n",
      "***** skymatch ended on 2020-06-29 21:22:43.241867\n",
      "TOTAL RUN TIME: 0:00:02.209352\n",
      "==== Processing Step Subtract Sky finished at 21:22:43.6 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:22:43.654 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 14.163526034769731  39.6888316761192  \n",
      "CRPIX : 2114.0  2179.5  \n",
      "CD1_1 CD1_2  : 1.3162868166856945e-05  -4.43171932660963e-06  \n",
      "CD2_1 CD2_2  : -4.43171932660963e-06  -1.3162868166856945e-05  \n",
      "NAXIS : 4228  4359\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:22:46.89 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:22:46.903 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_flc.fits' is 58.476715087890625\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_flc.fits' is 66.47692108154297\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_flc.fits' is 58.63785171508789\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:22:52.665 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:22:52.666 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:23:01.262 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:23:01.263 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rzq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707rxq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7/jc9707s3q_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:23:04.821 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:23:04.82 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 14.163526034769731  39.6888316761192  \n",
      "CRPIX : 2114.0  2179.5  \n",
      "CD1_1 CD1_2  : 1.3162868166856945e-05  -4.43171932660963e-06  \n",
      "CD2_1 CD2_2  : -4.43171932660963e-06  -1.3162868166856945e-05  \n",
      "NAXIS : 4228  4359\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:23:19.866 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:23:19.868 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.2053 sec.\n",
      "            Static Mask          1.2670 sec.\n",
      "           Subtract Sky          2.9727 sec.\n",
      "       Separate Drizzle          3.2457 sec.\n",
      "          Create Median          5.7620 sec.\n",
      "                   Blot          8.5961 sec.\n",
      "                Driz_CR          3.5578 sec.\n",
      "          Final Drizzle          15.0381 sec.\n",
      "   ====================          ====================\n",
      "                  Total          41.6448 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:23:20.095 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:23:20.097 (29/06/2020)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 12.55495125899458  42.593250780297964  \n",
      "CRPIX : 2113.5  2179.5  \n",
      "CD1_1 CD1_2  : -1.0903143081733197e-06  1.384602647972673e-05  \n",
      "CD2_1 CD2_2  : 1.384602647972673e-05  1.0903143081733197e-06  \n",
      "NAXIS : 4227  4359\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1649 Mb.\n",
      "*  Output image size:       4227 X 4359 pixels. \n",
      "*  Output image file:       ~ 210 Mb. \n",
      "*  Cores available:         6\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:23:21.387 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:23:21.391 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:23:22.661 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:23:22.662 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:23:23.005231\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jc9704drq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc9704drq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc9704drq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc9704dtq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc9704dtq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc9704dtq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc9704dxq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc9704dxq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc9704dxq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jc9704drq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 818.0 [s]\n",
      "             Conversion factor (data->brightness):  0.48899755501222486\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 818.0 [s]\n",
      "             Conversion factor (data->brightness):  0.48899755501222486\n",
      "\n",
      "   *   Image: jc9704dtq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 818.0 [s]\n",
      "             Conversion factor (data->brightness):  0.48899755501222486\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 818.0 [s]\n",
      "             Conversion factor (data->brightness):  0.48899755501222486\n",
      "\n",
      "   *   Image: jc9704dxq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 818.0 [s]\n",
      "             Conversion factor (data->brightness):  0.48899755501222486\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 818.0 [s]\n",
      "             Conversion factor (data->brightness):  0.48899755501222486\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jc9704drq_flc.fits['SCI',1,2]'  --  SKY = 34.44636934835345 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 70.4428   NEW MDRIZSKY = 70.4428\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 70.4428   NEW MDRIZSKY = 70.4428\n",
      "   *   Image:   'jc9704dtq_flc.fits['SCI',1,2]'  --  SKY = 33.48359571983878 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 68.474   NEW MDRIZSKY = 68.474\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 68.474   NEW MDRIZSKY = 68.474\n",
      "   *   Image:   'jc9704dxq_flc.fits['SCI',1,2]'  --  SKY = 55.283387424310426 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 113.055   NEW MDRIZSKY = 113.055\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 113.055   NEW MDRIZSKY = 113.055\n",
      "***** skymatch ended on 2020-06-29 21:23:25.175952\n",
      "TOTAL RUN TIME: 0:00:02.170721\n",
      "==== Processing Step Subtract Sky finished at 21:23:25.509 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:23:25.510 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 12.55495125899458  42.593250780297964  \n",
      "CRPIX : 2113.5  2179.5  \n",
      "CD1_1 CD1_2  : -1.0903143081733197e-06  1.384602647972673e-05  \n",
      "CD2_1 CD2_2  : 1.384602647972673e-05  1.0903143081733197e-06  \n",
      "NAXIS : 4227  4359\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:23:28.800 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:23:28.804 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_flc.fits' is 70.44282531738281\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_flc.fits' is 68.47395324707031\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_flc.fits' is 113.05452728271484\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:23:34.59 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:23:34.60 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:23:43.003 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:23:43.004 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704drq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dxq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4/jc9704dtq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:23:46.28 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:23:46.293 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 12.55495125899458  42.593250780297964  \n",
      "CRPIX : 2113.5  2179.5  \n",
      "CD1_1 CD1_2  : -1.0903143081733197e-06  1.384602647972673e-05  \n",
      "CD2_1 CD2_2  : 1.384602647972673e-05  1.0903143081733197e-06  \n",
      "NAXIS : 4227  4359\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:24:01.333 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:24:01.335 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.2902 sec.\n",
      "            Static Mask          1.2699 sec.\n",
      "           Subtract Sky          2.8475 sec.\n",
      "       Separate Drizzle          3.2901 sec.\n",
      "          Create Median          5.7955 sec.\n",
      "                   Blot          8.4032 sec.\n",
      "                Driz_CR          3.2811 sec.\n",
      "          Final Drizzle          15.0402 sec.\n",
      "   ====================          ====================\n",
      "                  Total          41.2177 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:24:01.531 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:24:01.53 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 269.75353388866137  -29.199599338414735  \n",
      "CRPIX : 2108.0  2157.5  \n",
      "CD1_1 CD1_2  : 1.9285294107596022e-09  -1.3888888754996764e-05  \n",
      "CD2_1 CD2_2  : -1.3888888754996764e-05  -1.9285294107596022e-09  \n",
      "NAXIS : 4216  4315\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1088 Mb.\n",
      "*  Output image size:       4216 X 4315 pixels. \n",
      "*  Output image file:       ~ 208 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:24:02.333 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:24:02.336 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:24:03.208 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:24:03.209 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:24:03.434695\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jc3f01b6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc3f01b6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc3f01b6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc3f01b8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc3f01b8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc3f01b8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jc3f01b6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 346.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1560693641618496\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 346.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1560693641618496\n",
      "\n",
      "   *   Image: jc3f01b8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 346.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1560693641618496\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 346.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1560693641618496\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jc3f01b6q_flc.fits['SCI',1,2]'  --  SKY = 269.7548221301481 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 233.338   NEW MDRIZSKY = 233.338\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 233.338   NEW MDRIZSKY = 233.338\n",
      "   *   Image:   'jc3f01b8q_flc.fits['SCI',1,2]'  --  SKY = 270.39329220104764 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 233.89   NEW MDRIZSKY = 233.89\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 233.89   NEW MDRIZSKY = 233.89\n",
      "***** skymatch ended on 2020-06-29 21:24:04.843140\n",
      "TOTAL RUN TIME: 0:00:01.408445\n",
      "==== Processing Step Subtract Sky finished at 21:24:05.067 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:24:05.068 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 269.75353388866137  -29.199599338414735  \n",
      "CRPIX : 2108.0  2157.5  \n",
      "CD1_1 CD1_2  : 1.9285294107596022e-09  -1.3888888754996764e-05  \n",
      "CD2_1 CD2_2  : -1.3888888754996764e-05  -1.9285294107596022e-09  \n",
      "NAXIS : 4216  4315\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:24:07.828 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:24:07.831 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_flc.fits' is 233.33792114257815\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_flc.fits' is 233.89019775390625\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:24:12.118 (29/06/2020)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step  Blot  started at  21:24:12.120 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:24:17.673 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:24:17.675 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b6q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1/jc3f01b8q_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:24:20.908 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:24:20.917 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 269.75353388866137  -29.199599338414735  \n",
      "CRPIX : 2108.0  2157.5  \n",
      "CD1_1 CD1_2  : 1.9285294107596022e-09  -1.3888888754996764e-05  \n",
      "CD2_1 CD2_2  : -1.3888888754996764e-05  -1.9285294107596022e-09  \n",
      "NAXIS : 4216  4315\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:24:32.778 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:24:32.780 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8000 sec.\n",
      "            Static Mask          0.8719 sec.\n",
      "           Subtract Sky          1.8581 sec.\n",
      "       Separate Drizzle          2.7601 sec.\n",
      "          Create Median          4.2872 sec.\n",
      "                   Blot          5.5538 sec.\n",
      "                Driz_CR          3.2334 sec.\n",
      "          Final Drizzle          11.8616 sec.\n",
      "   ====================          ====================\n",
      "                  Total          31.2261 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:24:32.892 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:24:32.89 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 9.04006856995069  -73.47124581219263  \n",
      "CRPIX : 2183.5  2198.0  \n",
      "CD1_1 CD1_2  : -1.3856363238526804e-05  -9.49964404545884e-07  \n",
      "CD2_1 CD2_2  : -9.49964404545884e-07  1.3856363238526804e-05  \n",
      "NAXIS : 4367  4396\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 3404 Mb.\n",
      "*  Output image size:       4367 X 4396 pixels. \n",
      "*  Output image file:       ~ 219 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:24:35.751 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:24:35.754 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:24:38.319 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:24:38.320 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:24:39.076229\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jcxx01b0q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcxx01b0q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcxx01b0q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcxx01b2q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcxx01b2q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcxx01b2q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcxx01b5q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcxx01b5q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcxx01b5q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcxx01bbq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcxx01bbq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcxx01bbq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcxx01bfq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcxx01bfq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcxx01bfq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcxx01biq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcxx01biq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcxx01biq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jcxx01b0q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "   *   Image: jcxx01b2q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "   *   Image: jcxx01b5q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   *   Image: jcxx01bbq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "   *   Image: jcxx01bfq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "   *   Image: jcxx01biq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jcxx01b0q_flc.fits['SCI',1,2]'  --  SKY = 43.369253976004465 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 37.9481   NEW MDRIZSKY = 37.9481\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 37.9481   NEW MDRIZSKY = 37.9481\n",
      "   *   Image:   'jcxx01b2q_flc.fits['SCI',1,2]'  --  SKY = 29.39598737444196 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 25.7215   NEW MDRIZSKY = 25.7215\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 25.7215   NEW MDRIZSKY = 25.7215\n",
      "   *   Image:   'jcxx01b5q_flc.fits['SCI',1,2]'  --  SKY = 28.901960100446427 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 25.2892   NEW MDRIZSKY = 25.2892\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 25.2892   NEW MDRIZSKY = 25.2892\n",
      "   *   Image:   'jcxx01bbq_flc.fits['SCI',1,2]'  --  SKY = 52.537362234933035 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 45.9702   NEW MDRIZSKY = 45.9702\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 45.9702   NEW MDRIZSKY = 45.9702\n",
      "   *   Image:   'jcxx01bfq_flc.fits['SCI',1,2]'  --  SKY = 32.617518833705354 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 28.5403   NEW MDRIZSKY = 28.5403\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 28.5403   NEW MDRIZSKY = 28.5403\n",
      "   *   Image:   'jcxx01biq_flc.fits['SCI',1,2]'  --  SKY = 30.156114850725444 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 26.3866   NEW MDRIZSKY = 26.3866\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 26.3866   NEW MDRIZSKY = 26.3866\n",
      "***** skymatch ended on 2020-06-29 21:24:43.400564\n",
      "TOTAL RUN TIME: 0:00:04.324335\n",
      "==== Processing Step Subtract Sky finished at 21:24:44.017 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:24:44.018 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 9.04006856995069  -73.47124581219263  \n",
      "CRPIX : 2183.5  2198.0  \n",
      "CD1_1 CD1_2  : -1.3856363238526804e-05  -9.49964404545884e-07  \n",
      "CD2_1 CD2_2  : -9.49964404545884e-07  1.3856363238526804e-05  \n",
      "NAXIS : 4367  4396\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:24:49.545 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:24:49.548 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_flc.fits' is 37.948097229003906\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_flc.fits' is 25.72148895263672\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_flc.fits' is 25.289215087890625\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_flc.fits' is 45.970191955566406\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_flc.fits' is 28.540328979492188\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_flc.fits' is 26.386600494384766\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:25:00.360 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:25:00.361 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:25:17.077 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:25:17.07 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b0q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bbq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01bfq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01biq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b2q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1/jcxx01b5q_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:25:21.934 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:25:21.942 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 9.04006856995069  -73.47124581219263  \n",
      "CRPIX : 2183.5  2198.0  \n",
      "CD1_1 CD1_2  : -1.3856363238526804e-05  -9.49964404545884e-07  \n",
      "CD2_1 CD2_2  : -9.49964404545884e-07  1.3856363238526804e-05  \n",
      "NAXIS : 4367  4396\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:25:51.015 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:25:51.017 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.8562 sec.\n",
      "            Static Mask          2.5647 sec.\n",
      "           Subtract Sky          5.6968 sec.\n",
      "       Separate Drizzle          5.5273 sec.\n",
      "          Create Median          10.8121 sec.\n",
      "                   Blot          16.7158 sec.\n",
      "                Driz_CR          4.8562 sec.\n",
      "          Final Drizzle          29.0733 sec.\n",
      "   ====================          ====================\n",
      "                  Total          78.1024 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:25:51.322 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:25:51.325 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.91998197363716  -26.507441562722907  \n",
      "CRPIX : 2108.5  2120.5  \n",
      "CD1_1 CD1_2  : -1.552136512118032e-06  1.3801887798980663e-05  \n",
      "CD2_1 CD2_2  : 1.3801887798980663e-05  1.552136512118032e-06  \n",
      "NAXIS : 4217  4241\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2149 Mb.\n",
      "*  Output image size:       4217 X 4241 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:25:53.050 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:25:53.054 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:25:54.970 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:25:54.971 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:25:55.540162\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j90a04mmq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a04mmq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a04mmq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90a04mnq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a04mnq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a04mnq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90a04mrq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a04mrq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a04mrq_skymatch_mask_sci2.fits[0]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   **  Input image: 'j90a04mtq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a04mtq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a04mtq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j90a04mmq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "\n",
      "   *   Image: j90a04mnq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "\n",
      "   *   Image: j90a04mrq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1175.0 [s]\n",
      "             Conversion factor (data->brightness):  0.34042553191489355\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1175.0 [s]\n",
      "             Conversion factor (data->brightness):  0.34042553191489355\n",
      "\n",
      "   *   Image: j90a04mtq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1175.0 [s]\n",
      "             Conversion factor (data->brightness):  0.34042553191489355\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1175.0 [s]\n",
      "             Conversion factor (data->brightness):  0.34042553191489355\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j90a04mmq_flc.fits['SCI',1,2]'  --  SKY = 103.13720703124997 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 314.053   NEW MDRIZSKY = 314.053\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 314.053   NEW MDRIZSKY = 314.053\n",
      "   *   Image:   'j90a04mnq_flc.fits['SCI',1,2]'  --  SKY = 102.23425753989632 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 311.303   NEW MDRIZSKY = 311.303\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 311.303   NEW MDRIZSKY = 311.303\n",
      "   *   Image:   'j90a04mrq_flc.fits['SCI',1,2]'  --  SKY = 104.6216963098404 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 307.326   NEW MDRIZSKY = 307.326\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 307.326   NEW MDRIZSKY = 307.326\n",
      "   *   Image:   'j90a04mtq_flc.fits['SCI',1,2]'  --  SKY = 102.6266726230053 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 301.466   NEW MDRIZSKY = 301.466\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 301.466   NEW MDRIZSKY = 301.466\n",
      "***** skymatch ended on 2020-06-29 21:25:58.681893\n",
      "TOTAL RUN TIME: 0:00:03.141731\n",
      "==== Processing Step Subtract Sky finished at 21:25:59.169 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:25:59.170 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.91998197363716  -26.507441562722907  \n",
      "CRPIX : 2108.5  2120.5  \n",
      "CD1_1 CD1_2  : -1.552136512118032e-06  1.3801887798980663e-05  \n",
      "CD2_1 CD2_2  : 1.3801887798980663e-05  1.552136512118032e-06  \n",
      "NAXIS : 4217  4241\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:26:03.462 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:26:03.464 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_flc.fits' is 314.05279541015625\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_flc.fits' is 311.3033142089844\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_flc.fits' is 307.32623291015625\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_flc.fits' is 301.4658508300781\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:26:10.710 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:26:10.711 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:26:21.573 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:26:21.57 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mmq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mrq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mtq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4/j90a04mnq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:26:25.292 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:26:25.30 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.91998197363716  -26.507441562722907  \n",
      "CRPIX : 2108.5  2120.5  \n",
      "CD1_1 CD1_2  : -1.552136512118032e-06  1.3801887798980663e-05  \n",
      "CD2_1 CD2_2  : 1.3801887798980663e-05  1.552136512118032e-06  \n",
      "NAXIS : 4217  4241\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:26:44.566 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:26:44.568 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.7251 sec.\n",
      "            Static Mask          1.9162 sec.\n",
      "           Subtract Sky          4.1978 sec.\n",
      "       Separate Drizzle          4.2912 sec.\n",
      "          Create Median          7.2461 sec.\n",
      "                   Blot          10.8619 sec.\n",
      "                Driz_CR          3.7176 sec.\n",
      "          Final Drizzle          19.2666 sec.\n",
      "   ====================          ====================\n",
      "                  Total          53.2225 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:26:44.801 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:26:44.804 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.92076408124387  -26.50764122005861  \n",
      "CRPIX : 2108.5  2120.5  \n",
      "CD1_1 CD1_2  : 4.3448008470579306e-07  1.3882091399493641e-05  \n",
      "CD2_1 CD2_2  : 1.3882091399493641e-05  -4.3448008470579306e-07  \n",
      "NAXIS : 4217  4241\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2149 Mb.\n",
      "*  Output image size:       4217 X 4241 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:26:46.408 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:26:46.410 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:26:48.039 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:26:48.040 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:26:48.484411\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j90a03frq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a03frq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a03frq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90a03fsq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a03fsq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a03fsq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90a03g8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a03g8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a03g8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90a03gaq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90a03gaq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90a03gaq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j90a03frq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "\n",
      "   *   Image: j90a03fsq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1218.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32840722495894903\n",
      "\n",
      "   *   Image: j90a03g8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1259.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31771247021445587\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1259.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31771247021445587\n",
      "\n",
      "   *   Image: j90a03gaq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1259.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31771247021445587\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1259.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31771247021445587\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j90a03frq_flc.fits['SCI',1,2]'  --  SKY = 108.51083639611554 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 330.415   NEW MDRIZSKY = 330.415\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 330.415   NEW MDRIZSKY = 330.415\n",
      "   *   Image:   'j90a03fsq_flc.fits['SCI',1,2]'  --  SKY = 106.9907603396962 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 325.787   NEW MDRIZSKY = 325.787\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 325.787   NEW MDRIZSKY = 325.787\n",
      "   *   Image:   'j90a03g8q_flc.fits['SCI',1,2]'  --  SKY = 111.89397277104844 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 352.186   NEW MDRIZSKY = 352.186\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 352.186   NEW MDRIZSKY = 352.186\n",
      "   *   Image:   'j90a03gaq_flc.fits['SCI',1,2]'  --  SKY = 107.27483796353751 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 337.648   NEW MDRIZSKY = 337.648\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 337.648   NEW MDRIZSKY = 337.648\n",
      "***** skymatch ended on 2020-06-29 21:26:51.115477\n",
      "TOTAL RUN TIME: 0:00:02.631066\n",
      "==== Processing Step Subtract Sky finished at 21:26:51.528 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:26:51.52 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.92076408124387  -26.50764122005861  \n",
      "CRPIX : 2108.5  2120.5  \n",
      "CD1_1 CD1_2  : 4.3448008470579306e-07  1.3882091399493641e-05  \n",
      "CD2_1 CD2_2  : 1.3882091399493641e-05  -4.3448008470579306e-07  \n",
      "NAXIS : 4217  4241\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:26:55.252 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:26:55.255 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_flc.fits' is 330.4154968261719\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_flc.fits' is 325.786865234375\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_flc.fits' is 352.186279296875\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_flc.fits' is 337.6475524902344\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:27:02.247 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:27:02.248 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:27:13.170 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:27:13.171 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03frq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03fsq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03g8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3/j90a03gaq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:27:16.868 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:27:16.876 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.92076408124387  -26.50764122005861  \n",
      "CRPIX : 2108.5  2120.5  \n",
      "CD1_1 CD1_2  : 4.3448008470579306e-07  1.3882091399493641e-05  \n",
      "CD2_1 CD2_2  : 1.3882091399493641e-05  -4.3448008470579306e-07  \n",
      "NAXIS : 4217  4241\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:27:36.141 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:27:36.143 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6042 sec.\n",
      "            Static Mask          1.6285 sec.\n",
      "           Subtract Sky          3.4882 sec.\n",
      "       Separate Drizzle          3.7229 sec.\n",
      "          Create Median          6.9921 sec.\n",
      "                   Blot          10.9224 sec.\n",
      "                Driz_CR          3.6971 sec.\n",
      "          Final Drizzle          19.2650 sec.\n",
      "   ====================          ====================\n",
      "                  Total          51.3204 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:27:36.362 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:27:36.36 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.57024618117748  54.35422173136622  \n",
      "CRPIX : 2120.0  2149.0  \n",
      "CD1_1 CD1_2  : -1.386469439060176e-05  8.194412871690775e-07  \n",
      "CD2_1 CD2_2  : 8.194412871690775e-07  1.386469439060176e-05  \n",
      "NAXIS : 4240  4298\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1090 Mb.\n",
      "*  Output image size:       4240 X 4298 pixels. \n",
      "*  Output image file:       ~ 208 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:27:37.409 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:27:37.413 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:27:38.420 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:27:38.421 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:27:38.672289\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jcdm95feq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcdm95feq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcdm95feq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcdm95fqq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcdm95fqq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcdm95fqq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jcdm95feq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 550.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7272727272727272\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 550.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7272727272727272\n",
      "\n",
      "   *   Image: jcdm95fqq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 580.0 [s]\n",
      "             Conversion factor (data->brightness):  0.689655172413793\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 580.0 [s]\n",
      "             Conversion factor (data->brightness):  0.689655172413793\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jcdm95feq_flc.fits['SCI',1,2]'  --  SKY = 36.412855668501415 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 50.0677   NEW MDRIZSKY = 50.0677\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 50.0677   NEW MDRIZSKY = 50.0677\n",
      "   *   Image:   'jcdm95fqq_flc.fits['SCI',1,2]'  --  SKY = 36.901718665813576 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 53.5075   NEW MDRIZSKY = 53.5075\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 53.5075   NEW MDRIZSKY = 53.5075\n",
      "***** skymatch ended on 2020-06-29 21:27:40.368264\n",
      "TOTAL RUN TIME: 0:00:01.695975\n",
      "==== Processing Step Subtract Sky finished at 21:27:40.61 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:27:40.620 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.57024618117748  54.35422173136622  \n",
      "CRPIX : 2120.0  2149.0  \n",
      "CD1_1 CD1_2  : -1.386469439060176e-05  8.194412871690775e-07  \n",
      "CD2_1 CD2_2  : 8.194412871690775e-07  1.386469439060176e-05  \n",
      "NAXIS : 4240  4298\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:27:43.738 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:27:43.741 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_flc.fits' is 50.06767654418945\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_flc.fits' is 53.50749206542969\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:27:48.138 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:27:48.139 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:27:53.683 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:27:53.684 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95fqq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95/jcdm95feq_sci2_crmask.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step Driz_CR finished at 21:27:56.639 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:27:56.647 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.57024618117748  54.35422173136622  \n",
      "CRPIX : 2120.0  2149.0  \n",
      "CD1_1 CD1_2  : -1.386469439060176e-05  8.194412871690775e-07  \n",
      "CD2_1 CD2_2  : 8.194412871690775e-07  1.386469439060176e-05  \n",
      "NAXIS : 4240  4298\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:28:07.000 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:28:07.002 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.0450 sec.\n",
      "            Static Mask          1.0073 sec.\n",
      "           Subtract Sky          2.1979 sec.\n",
      "       Separate Drizzle          3.1176 sec.\n",
      "          Create Median          4.3973 sec.\n",
      "                   Blot          5.5443 sec.\n",
      "                Driz_CR          2.9550 sec.\n",
      "          Final Drizzle          10.3536 sec.\n",
      "   ====================          ====================\n",
      "                  Total          30.6179 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:28:07.105 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:28:07.108 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 23.41877212364854  30.644011423836513  \n",
      "CRPIX : 2112.0  2125.0  \n",
      "CD1_1 CD1_2  : -1.2122181322572396e-06  1.3835886735866553e-05  \n",
      "CD2_1 CD2_2  : 1.3835886735866553e-05  1.2122181322572396e-06  \n",
      "NAXIS : 4224  4250\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2155 Mb.\n",
      "*  Output image size:       4224 X 4250 pixels. \n",
      "*  Output image file:       ~ 205 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:28:08.788 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:28:08.791 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:28:10.430 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:28:10.431 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:28:10.873245\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j90o28fjq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90o28fjq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90o28fjq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90o28foq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90o28foq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90o28foq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90o28fuq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90o28fuq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90o28fuq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90o28g8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90o28g8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90o28g8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j90o28fjq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "\n",
      "   *   Image: j90o28foq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "\n",
      "   *   Image: j90o28fuq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "\n",
      "   *   Image: j90o28g8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 540.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7407407407407406\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j90o28fjq_flc.fits['SCI',1,2]'  --  SKY = 141.24551278573492 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 190.681   NEW MDRIZSKY = 190.681\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 190.681   NEW MDRIZSKY = 190.681\n",
      "   *   Image:   'j90o28foq_flc.fits['SCI',1,2]'  --  SKY = 139.85469111689812 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 188.804   NEW MDRIZSKY = 188.804\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 188.804   NEW MDRIZSKY = 188.804\n",
      "   *   Image:   'j90o28fuq_flc.fits['SCI',1,2]'  --  SKY = 140.48876727068864 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 189.66   NEW MDRIZSKY = 189.66\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 189.66   NEW MDRIZSKY = 189.66\n",
      "   *   Image:   'j90o28g8q_flc.fits['SCI',1,2]'  --  SKY = 145.98665590639465 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 197.082   NEW MDRIZSKY = 197.082\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 197.082   NEW MDRIZSKY = 197.082\n",
      "***** skymatch ended on 2020-06-29 21:28:13.785382\n",
      "TOTAL RUN TIME: 0:00:02.912137\n",
      "==== Processing Step Subtract Sky finished at 21:28:14.212 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:28:14.213 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 23.41877212364854  30.644011423836513  \n",
      "CRPIX : 2112.0  2125.0  \n",
      "CD1_1 CD1_2  : -1.2122181322572396e-06  1.3835886735866553e-05  \n",
      "CD2_1 CD2_2  : 1.3835886735866553e-05  1.2122181322572396e-06  \n",
      "NAXIS : 4224  4250\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_single_wht.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:28:17.894 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:28:17.8 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_flc.fits' is 190.6814422607422\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_flc.fits' is 188.8038330078125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_flc.fits' is 189.65983581542972\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_flc.fits' is 197.0819854736328\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:28:24.937 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:28:24.938 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:28:35.968 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:28:35.969 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fjq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28foq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28g8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28/j90o28fuq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:28:39.686 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:28:39.693 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 23.41877212364854  30.644011423836513  \n",
      "CRPIX : 2112.0  2125.0  \n",
      "CD1_1 CD1_2  : -1.2122181322572396e-06  1.3835886735866553e-05  \n",
      "CD2_1 CD2_2  : 1.3835886735866553e-05  1.2122181322572396e-06  \n",
      "NAXIS : 4224  4250\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:28:58.902 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:28:58.904 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6804 sec.\n",
      "            Static Mask          1.6392 sec.\n",
      "           Subtract Sky          3.7809 sec.\n",
      "       Separate Drizzle          3.6808 sec.\n",
      "          Create Median          7.0408 sec.\n",
      "                   Blot          11.0297 sec.\n",
      "                Driz_CR          3.7165 sec.\n",
      "          Final Drizzle          19.2091 sec.\n",
      "   ====================          ====================\n",
      "                  Total          51.7776 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:28:59.1 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:28:59.129 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 23.36533187040885  30.65392378347031  \n",
      "CRPIX : 2106.0  2119.5  \n",
      "CD1_1 CD1_2  : -2.6633592770987113e-06  1.3631131718569571e-05  \n",
      "CD2_1 CD2_2  : 1.3631131718569571e-05  2.6633592770987113e-06  \n",
      "NAXIS : 4212  4239\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1073 Mb.\n",
      "*  Output image size:       4212 X 4239 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:28:59.998 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:29:00.001 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:29:00.900 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:29:00.901 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:29:01.128142\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j90o13fsq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90o13fsq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90o13fsq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j90o13fvq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j90o13fvq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j90o13fvq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j90o13fsq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j90o13fvq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j90o13fsq_flc.fits['SCI',1,2]'  --  SKY = 93.71950276692706 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 281.159   NEW MDRIZSKY = 281.159\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 281.159   NEW MDRIZSKY = 281.159\n",
      "   *   Image:   'j90o13fvq_flc.fits['SCI',1,2]'  --  SKY = 91.96727498372394 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 275.902   NEW MDRIZSKY = 275.902\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 275.902   NEW MDRIZSKY = 275.902\n",
      "***** skymatch ended on 2020-06-29 21:29:02.566911\n",
      "TOTAL RUN TIME: 0:00:01.438769\n",
      "==== Processing Step Subtract Sky finished at 21:29:02.774 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:29:02.77 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 23.36533187040885  30.65392378347031  \n",
      "CRPIX : 2106.0  2119.5  \n",
      "CD1_1 CD1_2  : -2.6633592770987113e-06  1.3631131718569571e-05  \n",
      "CD2_1 CD2_2  : 1.3631131718569571e-05  2.6633592770987113e-06  \n",
      "NAXIS : 4212  4239\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:29:05.638 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:29:05.6 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_flc.fits' is 281.15850830078125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_flc.fits' is 275.9018249511719\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:29:09.833 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:29:09.834 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:29:15.394 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:29:15.395 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fsq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13/j90o13fvq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:29:18.33 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:29:18.338 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 23.36533187040885  30.65392378347031  \n",
      "CRPIX : 2106.0  2119.5  \n",
      "CD1_1 CD1_2  : -2.6633592770987113e-06  1.3631131718569571e-05  \n",
      "CD2_1 CD2_2  : 1.3631131718569571e-05  2.6633592770987113e-06  \n",
      "NAXIS : 4212  4239\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:29:29.766 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:29:29.768 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8684 sec.\n",
      "            Static Mask          0.8994 sec.\n",
      "           Subtract Sky          1.8729 sec.\n",
      "       Separate Drizzle          2.8629 sec.\n",
      "          Create Median          4.1919 sec.\n",
      "                   Blot          5.5599 sec.\n",
      "                Driz_CR          2.9366 sec.\n",
      "          Final Drizzle          11.4273 sec.\n",
      "   ====================          ====================\n",
      "                  Total          30.6193 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    }
   ],
   "source": [
    "for prop_id in os.listdir(f606_dir):\n",
    "    sub_dir = os.path.join(f606_dir,prop_id)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        if prop_id != 'mastDownload':\n",
    "            for visit_num in os.listdir(sub_dir):\n",
    "                if visit_num != '.DS_Store':\n",
    "                    subsub_dir = os.path.join(sub_dir,visit_num)\n",
    "                    print(subsub_dir)\n",
    "                    drizzle_path = subsub_dir + '/*flc.fits'\n",
    "                    try:\n",
    "                        astrodrizzle.AstroDrizzle(drizzle_path)\n",
    "                    except:\n",
    "                        pass\n",
    "                    remove_extra(subsub_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586/5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Redownloaded those for which astrodrizzle raised errors and ran astrodrizzle all again. (success)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 08:56:19.713 (30/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  08:56:19.715 (30/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.87794310971827  54.3520900993869  \n",
      "CRPIX : 2106.5  2122.5  \n",
      "CD1_1 CD1_2  : 1.3881191013961438e-05  4.623533300599064e-07  \n",
      "CD2_1 CD2_2  : 4.623533300599064e-07  -1.3881191013961438e-05  \n",
      "NAXIS : 4213  4245\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 3224 Mb.\n",
      "*  Output image size:       4213 X 4245 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 08:56:22.271 (30/06/2020)\n",
      "==== Processing Step  Static Mask  started at  08:56:22.27 (30/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 08:56:24.857 (30/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  08:56:24.85 (30/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-30 08:56:25.627971\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jcoy02coq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy02coq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy02coq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy02crq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy02crq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy02crq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy02d0q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy02d0q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy02d0q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy02d3q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy02d3q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy02d3q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy02dnq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy02dnq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy02dnq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy02dpq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy02dpq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy02dpq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jcoy02coq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 814.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49140049140049136\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 814.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49140049140049136\n",
      "\n",
      "   *   Image: jcoy02crq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 814.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49140049140049136\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 814.0 [s]\n",
      "             Conversion factor (data->brightness):  0.49140049140049136\n",
      "\n",
      "   *   Image: jcoy02d0q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 808.0 [s]\n",
      "             Conversion factor (data->brightness):  0.495049504950495\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 808.0 [s]\n",
      "             Conversion factor (data->brightness):  0.495049504950495\n",
      "\n",
      "   *   Image: jcoy02d3q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 808.0 [s]\n",
      "             Conversion factor (data->brightness):  0.495049504950495\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 808.0 [s]\n",
      "             Conversion factor (data->brightness):  0.495049504950495\n",
      "\n",
      "   *   Image: jcoy02dnq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 650.0 [s]\n",
      "             Conversion factor (data->brightness):  0.6153846153846153\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 650.0 [s]\n",
      "             Conversion factor (data->brightness):  0.6153846153846153\n",
      "\n",
      "   *   Image: jcoy02dpq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 720.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5555555555555555\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 720.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5555555555555555\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jcoy02coq_flc.fits['SCI',1,2]'  --  SKY = 19.653665228616397 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 39.9952   NEW MDRIZSKY = 39.9952\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 39.9952   NEW MDRIZSKY = 39.9952\n",
      "   *   Image:   'jcoy02crq_flc.fits['SCI',1,2]'  --  SKY = 22.860196650174675 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 46.5205   NEW MDRIZSKY = 46.5205\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 46.5205   NEW MDRIZSKY = 46.5205\n",
      "   *   Image:   'jcoy02d0q_flc.fits['SCI',1,2]'  --  SKY = 19.624109551458073 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 39.6407   NEW MDRIZSKY = 39.6407\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 39.6407   NEW MDRIZSKY = 39.6407\n",
      "   *   Image:   'jcoy02d3q_flc.fits['SCI',1,2]'  --  SKY = 22.431439692431155 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 45.3115   NEW MDRIZSKY = 45.3115\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 45.3115   NEW MDRIZSKY = 45.3115\n",
      "   *   Image:   'jcoy02dnq_flc.fits['SCI',1,2]'  --  SKY = 19.660792424128605 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 31.9488   NEW MDRIZSKY = 31.9488\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 31.9488   NEW MDRIZSKY = 31.9488\n",
      "   *   Image:   'jcoy02dpq_flc.fits['SCI',1,2]'  --  SKY = 20.519860585530594 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 36.9357   NEW MDRIZSKY = 36.9357\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 36.9357   NEW MDRIZSKY = 36.9357\n",
      "***** skymatch ended on 2020-06-30 08:56:30.511099\n",
      "TOTAL RUN TIME: 0:00:04.883128\n",
      "==== Processing Step Subtract Sky finished at 08:56:31.231 (30/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  08:56:31.232 (30/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.87794310971827  54.3520900993869  \n",
      "CRPIX : 2106.5  2122.5  \n",
      "CD1_1 CD1_2  : 1.3881191013961438e-05  4.623533300599064e-07  \n",
      "CD2_1 CD2_2  : 4.623533300599064e-07  -1.3881191013961438e-05  \n",
      "NAXIS : 4213  4245\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_single_sci.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 08:56:36.510 (30/06/2020)\n",
      "==== Processing Step  Create Median  started at  08:56:36.513 (30/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_flc.fits' is 39.995208740234375\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_flc.fits' is 46.52050018310547\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_flc.fits' is 39.64070129394531\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_flc.fits' is 45.31150817871094\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_flc.fits' is 31.948787689208988\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_flc.fits' is 36.93574905395508\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 08:56:47.903 (30/06/2020)\n",
      "==== Processing Step  Blot  started at  08:56:47.904 (30/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 08:57:05.691 (30/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  08:57:05.693 (30/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02coq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d0q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dpq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02crq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02d3q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/jcoy02dnq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 08:57:12.075 (30/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  08:57:12.087 (30/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.87794310971827  54.3520900993869  \n",
      "CRPIX : 2106.5  2122.5  \n",
      "CD1_1 CD1_2  : 1.3881191013961438e-05  4.623533300599064e-07  \n",
      "CD2_1 CD2_2  : 4.623533300599064e-07  -1.3881191013961438e-05  \n",
      "NAXIS : 4213  4245\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 08:57:44.412 (30/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 08:57:44.414 (30/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.5555 sec.\n",
      "            Static Mask          2.5837 sec.\n",
      "           Subtract Sky          6.3722 sec.\n",
      "       Separate Drizzle          5.2783 sec.\n",
      "          Create Median          11.3897 sec.\n",
      "                   Blot          17.7877 sec.\n",
      "                Driz_CR          6.3827 sec.\n",
      "          Final Drizzle          32.3248 sec.\n",
      "   ====================          ====================\n",
      "                  Total          84.6745 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    }
   ],
   "source": [
    "astrodrizzle.AstroDrizzle('/Users/jameskwon/Documents/Research/Data/deepcr/err/mastDownload/HST/jco/*flc.fits')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:30:31.548 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:30:31.550 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.7512794192842  54.391643231480856  \n",
      "CRPIX : 2107.0  2119.0  \n",
      "CD1_1 CD1_2  : -1.2779112672501868e-05  -5.44017590445414e-06  \n",
      "CD2_1 CD2_2  : -5.44017590445414e-06  1.2779112672501868e-05  \n",
      "NAXIS : 4214  4238\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1073 Mb.\n",
      "*  Output image size:       4214 X 4238 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:30:32.410 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:30:32.412 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:30:33.319 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:30:33.320 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:30:33.611615\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8d6a3ddq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d6a3ddq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d6a3ddq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d6a3dfq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d6a3dfq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d6a3dfq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8d6a3ddq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 450.0 [s]\n",
      "             Conversion factor (data->brightness):  0.8888888888888887\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 450.0 [s]\n",
      "             Conversion factor (data->brightness):  0.8888888888888887\n",
      "\n",
      "   *   Image: j8d6a3dfq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 450.0 [s]\n",
      "             Conversion factor (data->brightness):  0.8888888888888887\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 450.0 [s]\n",
      "             Conversion factor (data->brightness):  0.8888888888888887\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8d6a3ddq_flc.fits['SCI',1,2]'  --  SKY = 27.419479370117184 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 30.8469   NEW MDRIZSKY = 30.8469\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 30.8469   NEW MDRIZSKY = 30.8469\n",
      "   *   Image:   'j8d6a3dfq_flc.fits['SCI',1,2]'  --  SKY = 24.894692314995655 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 28.0065   NEW MDRIZSKY = 28.0065\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 28.0065   NEW MDRIZSKY = 28.0065\n",
      "***** skymatch ended on 2020-06-29 21:30:35.333895\n",
      "TOTAL RUN TIME: 0:00:01.722280\n",
      "==== Processing Step Subtract Sky finished at 21:30:35.571 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:30:35.572 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.7512794192842  54.391643231480856  \n",
      "CRPIX : 2107.0  2119.0  \n",
      "CD1_1 CD1_2  : -1.2779112672501868e-05  -5.44017590445414e-06  \n",
      "CD2_1 CD2_2  : -5.44017590445414e-06  1.2779112672501868e-05  \n",
      "NAXIS : 4214  4238\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:30:38.591 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:30:38.594 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_flc.fits' is 30.846914291381836\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_flc.fits' is 28.006528854370117\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:30:42.889 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:30:42.890 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:30:50.904 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:30:50.905 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3dfq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3/j8d6a3ddq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:30:54.393 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:30:54.404 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.7512794192842  54.391643231480856  \n",
      "CRPIX : 2107.0  2119.0  \n",
      "CD1_1 CD1_2  : -1.2779112672501868e-05  -5.44017590445414e-06  \n",
      "CD2_1 CD2_2  : -5.44017590445414e-06  1.2779112672501868e-05  \n",
      "NAXIS : 4214  4238\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step Final Drizzle finished at 21:31:04.953 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:31:04.955 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8592 sec.\n",
      "            Static Mask          0.9069 sec.\n",
      "           Subtract Sky          2.2505 sec.\n",
      "       Separate Drizzle          3.0195 sec.\n",
      "          Create Median          4.2950 sec.\n",
      "                   Blot          8.0138 sec.\n",
      "                Driz_CR          3.4880 sec.\n",
      "          Final Drizzle          10.5485 sec.\n",
      "   ====================          ====================\n",
      "                  Total          33.3815 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:31:05.067 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:31:05.069 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 74.7665419662444  -65.99868019807921  \n",
      "CRPIX : 2111.0  2148.5  \n",
      "CD1_1 CD1_2  : -1.1013595519102599e-05  8.461793445216233e-06  \n",
      "CD2_1 CD2_2  : 8.461793445216233e-06  1.1013595519102599e-05  \n",
      "NAXIS : 4222  4297\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1086 Mb.\n",
      "*  Output image size:       4222 X 4297 pixels. \n",
      "*  Output image file:       ~ 207 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:31:05.88 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:31:05.884 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:31:06.759 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:31:06.760 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:31:06.981075\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9es07skq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9es07skq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9es07skq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9es07smq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9es07smq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9es07smq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9es07skq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j9es07smq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9es07skq_flc.fits['SCI',1,2]'  --  SKY = 7.275090498082777 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 6.18383   NEW MDRIZSKY = 6.18383\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 6.18383   NEW MDRIZSKY = 6.18383\n",
      "   *   Image:   'j9es07smq_flc.fits['SCI',1,2]'  --  SKY = 10.152793211095473 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 8.62987   NEW MDRIZSKY = 8.62987\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 8.62987   NEW MDRIZSKY = 8.62987\n",
      "***** skymatch ended on 2020-06-29 21:31:08.519756\n",
      "TOTAL RUN TIME: 0:00:01.538681\n",
      "==== Processing Step Subtract Sky finished at 21:31:08.741 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:31:08.742 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 74.7665419662444  -65.99868019807921  \n",
      "CRPIX : 2111.0  2148.5  \n",
      "CD1_1 CD1_2  : -1.1013595519102599e-05  8.461793445216233e-06  \n",
      "CD2_1 CD2_2  : 8.461793445216233e-06  1.1013595519102599e-05  \n",
      "NAXIS : 4222  4297\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:31:11.515 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:31:11.517 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_flc.fits' is 6.183826923370361\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_flc.fits' is 8.629874229431152\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:31:15.738 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:31:15.739 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:31:21.319 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:31:21.320 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_sci1_crmask.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07smq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7/j9es07skq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:31:24.283 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:31:24.291 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 74.7665419662444  -65.99868019807921  \n",
      "CRPIX : 2111.0  2148.5  \n",
      "CD1_1 CD1_2  : -1.1013595519102599e-05  8.461793445216233e-06  \n",
      "CD2_1 CD2_2  : 8.461793445216233e-06  1.1013595519102599e-05  \n",
      "NAXIS : 4222  4297\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:31:34.757 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:31:34.759 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8120 sec.\n",
      "            Static Mask          0.8755 sec.\n",
      "           Subtract Sky          1.9810 sec.\n",
      "       Separate Drizzle          2.7724 sec.\n",
      "          Create Median          4.2206 sec.\n",
      "                   Blot          5.5797 sec.\n",
      "                Driz_CR          2.9634 sec.\n",
      "          Final Drizzle          10.4665 sec.\n",
      "   ====================          ====================\n",
      "                  Total          29.6710 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:31:34.862 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:31:34.864 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 75.58993055740775  -67.98948427840403  \n",
      "CRPIX : 2109.0  2150.5  \n",
      "CD1_1 CD1_2  : -4.6295638331194224e-06  -1.3094593284366408e-05  \n",
      "CD2_1 CD2_2  : -1.3094593284366408e-05  4.6295638331194224e-06  \n",
      "NAXIS : 4218  4301\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1086 Mb.\n",
      "*  Output image size:       4218 X 4301 pixels. \n",
      "*  Output image file:       ~ 207 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:31:35.739 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:31:35.742 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:31:36.600 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:31:36.601 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:31:36.825595\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9es02ktq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9es02ktq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9es02ktq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9es02kvq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9es02kvq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9es02kvq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9es02ktq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j9es02kvq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9es02ktq_flc.fits['SCI',1,2]'  --  SKY = 14.071959327248964 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 11.9612   NEW MDRIZSKY = 11.9612\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 11.9612   NEW MDRIZSKY = 11.9612\n",
      "   *   Image:   'j9es02kvq_flc.fits['SCI',1,2]'  --  SKY = 13.58236649457146 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 11.545   NEW MDRIZSKY = 11.545\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 11.545   NEW MDRIZSKY = 11.545\n",
      "***** skymatch ended on 2020-06-29 21:31:38.344842\n",
      "TOTAL RUN TIME: 0:00:01.519247\n",
      "==== Processing Step Subtract Sky finished at 21:31:38.579 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:31:38.580 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 75.58993055740775  -67.98948427840403  \n",
      "CRPIX : 2109.0  2150.5  \n",
      "CD1_1 CD1_2  : -4.6295638331194224e-06  -1.3094593284366408e-05  \n",
      "CD2_1 CD2_2  : -1.3094593284366408e-05  4.6295638331194224e-06  \n",
      "NAXIS : 4218  4301\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:31:41.328 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:31:41.331 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_flc.fits' is 11.961165428161621\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_flc.fits' is 11.545011520385742\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:31:45.666 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:31:45.667 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:31:51.25 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:31:51.255 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02ktq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2/j9es02kvq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:31:54.211 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:31:54.220 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 75.58993055740775  -67.98948427840403  \n",
      "CRPIX : 2109.0  2150.5  \n",
      "CD1_1 CD1_2  : -4.6295638331194224e-06  -1.3094593284366408e-05  \n",
      "CD2_1 CD2_2  : -1.3094593284366408e-05  4.6295638331194224e-06  \n",
      "NAXIS : 4218  4301\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:32:04.663 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:32:04.665 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8755 sec.\n",
      "            Static Mask          0.8580 sec.\n",
      "           Subtract Sky          1.9781 sec.\n",
      "       Separate Drizzle          2.7478 sec.\n",
      "          Create Median          4.3357 sec.\n",
      "                   Blot          5.5861 sec.\n",
      "                Driz_CR          2.9570 sec.\n",
      "          Final Drizzle          10.4428 sec.\n",
      "   ====================          ====================\n",
      "                  Total          29.7810 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:32:04.769 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:32:04.771 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 109.39026953233777  37.75059327401221  \n",
      "CRPIX : 2110.5  2127.0  \n",
      "CD1_1 CD1_2  : 2.8845496877192246e-06  -1.3586044592411e-05  \n",
      "CD2_1 CD2_2  : -1.3586044592411e-05  -2.8845496877192246e-06  \n",
      "NAXIS : 4221  4254\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1077 Mb.\n",
      "*  Output image size:       4221 X 4254 pixels. \n",
      "*  Output image file:       ~ 205 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:32:05.575 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:32:05.57 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:32:06.44 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:32:06.450 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:32:06.671806\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jbfla3kyq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbfla3kyq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbfla3kyq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbfla3l1q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbfla3l1q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbfla3l1q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jbfla3kyq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 525.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7619047619047618\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 525.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7619047619047618\n",
      "\n",
      "   *   Image: jbfla3l1q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jbfla3kyq_flc.fits['SCI',1,2]'  --  SKY = 9.628784179687498 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 12.6378   NEW MDRIZSKY = 12.6378\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 12.6378   NEW MDRIZSKY = 12.6378\n",
      "   *   Image:   'jbfla3l1q_flc.fits['SCI',1,2]'  --  SKY = 9.416396613186867 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 11.9353   NEW MDRIZSKY = 11.9353\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 11.9353   NEW MDRIZSKY = 11.9353\n",
      "***** skymatch ended on 2020-06-29 21:32:08.155980\n",
      "TOTAL RUN TIME: 0:00:01.484174\n",
      "==== Processing Step Subtract Sky finished at 21:32:08.383 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:32:08.385 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 109.39026953233777  37.75059327401221  \n",
      "CRPIX : 2110.5  2127.0  \n",
      "CD1_1 CD1_2  : 2.8845496877192246e-06  -1.3586044592411e-05  \n",
      "CD2_1 CD2_2  : -1.3586044592411e-05  -2.8845496877192246e-06  \n",
      "NAXIS : 4221  4254\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:32:11.309 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:32:11.312 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_flc.fits' is 12.637779235839844\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_flc.fits' is 11.935282707214355\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:32:16.195 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:32:16.196 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:32:22.344 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:32:22.346 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3kyq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3/jbfla3l1q_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:32:25.6 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:32:25.634 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 109.39026953233777  37.75059327401221  \n",
      "CRPIX : 2110.5  2127.0  \n",
      "CD1_1 CD1_2  : 2.8845496877192246e-06  -1.3586044592411e-05  \n",
      "CD2_1 CD2_2  : -1.3586044592411e-05  -2.8845496877192246e-06  \n",
      "NAXIS : 4221  4254\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:32:36.250 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:32:36.252 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8040 sec.\n",
      "            Static Mask          0.8715 sec.\n",
      "           Subtract Sky          1.9330 sec.\n",
      "       Separate Drizzle          2.9248 sec.\n",
      "          Create Median          4.8825 sec.\n",
      "                   Blot          6.1484 sec.\n",
      "                Driz_CR          3.2789 sec.\n",
      "          Final Drizzle          10.6159 sec.\n",
      "   ====================          ====================\n",
      "                  Total          31.4591 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:32:36.353 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:32:36.355 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.199972116002522  42.174618671403806  \n",
      "CRPIX : 2109.0  2121.5  \n",
      "CD1_1 CD1_2  : 5.6466789077473485e-06  -1.2689217938104083e-05  \n",
      "CD2_1 CD2_2  : -1.2689217938104083e-05  -5.6466789077473485e-06  \n",
      "NAXIS : 4218  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2150 Mb.\n",
      "*  Output image size:       4218 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:32:37.909 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:32:37.911 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:32:39.51 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:32:39.519 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:32:40.015447\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9df01jpq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df01jpq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df01jpq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df01jqq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df01jqq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df01jqq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df01jsq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df01jsq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df01jsq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df01juq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df01juq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df01juq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9df01jpq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j9df01jqq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "\n",
      "   *   Image: j9df01jsq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j9df01juq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9df01jpq_flc.fits['SCI',1,2]'  --  SKY = 8.688858668009438 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 26.0666   NEW MDRIZSKY = 26.0666\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 26.0666   NEW MDRIZSKY = 26.0666\n",
      "   *   Image:   'j9df01jqq_flc.fits['SCI',1,2]'  --  SKY = 7.471763305664061 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 23.3493   NEW MDRIZSKY = 23.3493\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 23.3493   NEW MDRIZSKY = 23.3493\n",
      "   *   Image:   'j9df01jsq_flc.fits['SCI',1,2]'  --  SKY = 9.559707005818682 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 28.6791   NEW MDRIZSKY = 28.6791\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 28.6791   NEW MDRIZSKY = 28.6791\n",
      "   *   Image:   'j9df01juq_flc.fits['SCI',1,2]'  --  SKY = 7.734721679687499 (brightness units)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 24.171   NEW MDRIZSKY = 24.171\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 24.171   NEW MDRIZSKY = 24.171\n",
      "***** skymatch ended on 2020-06-29 21:32:42.996012\n",
      "TOTAL RUN TIME: 0:00:02.980565\n",
      "==== Processing Step Subtract Sky finished at 21:32:43.421 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:32:43.42 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.199972116002522  42.174618671403806  \n",
      "CRPIX : 2109.0  2121.5  \n",
      "CD1_1 CD1_2  : 5.6466789077473485e-06  -1.2689217938104083e-05  \n",
      "CD2_1 CD2_2  : -1.2689217938104083e-05  -5.6466789077473485e-06  \n",
      "NAXIS : 4218  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:32:47.16 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:32:47.168 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_flc.fits' is 26.06657600402832\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_flc.fits' is 23.349260330200195\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_flc.fits' is 28.67912101745605\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_flc.fits' is 24.171005249023438\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:32:54.506 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:32:54.507 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:33:05.587 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:33:05.588 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01juq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jsq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jpq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1/j9df01jqq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:33:09.367 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:33:09.374 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.199972116002522  42.174618671403806  \n",
      "CRPIX : 2109.0  2121.5  \n",
      "CD1_1 CD1_2  : 5.6466789077473485e-06  -1.2689217938104083e-05  \n",
      "CD2_1 CD2_2  : -1.2689217938104083e-05  -5.6466789077473485e-06  \n",
      "NAXIS : 4218  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:33:28.873 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:33:28.875 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.5532 sec.\n",
      "            Static Mask          1.6068 sec.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           Subtract Sky          3.9023 sec.\n",
      "       Separate Drizzle          3.7434 sec.\n",
      "          Create Median          7.3377 sec.\n",
      "                   Blot          11.0796 sec.\n",
      "                Driz_CR          3.7793 sec.\n",
      "          Final Drizzle          19.4996 sec.\n",
      "   ====================          ====================\n",
      "                  Total          52.5020 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:33:29.091 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:33:29.093 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.636955093383209  40.41752293922043  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 2.214217484015413e-06  -1.3711253607944888e-05  \n",
      "CD2_1 CD2_2  : -1.3711253607944888e-05  -2.214217484015413e-06  \n",
      "NAXIS : 4219  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2150 Mb.\n",
      "*  Output image size:       4219 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:33:30.741 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:33:30.744 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:33:32.372 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:33:32.373 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:33:32.822690\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9df04i8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df04i8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df04i8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df04i9q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df04i9q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df04i9q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df04ibq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df04ibq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df04ibq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df04idq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df04idq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df04idq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9df04i8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j9df04i9q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "\n",
      "   *   Image: j9df04ibq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j9df04idq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9df04i8q_flc.fits['SCI',1,2]'  --  SKY = 11.797892252604164 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 35.3937   NEW MDRIZSKY = 35.3937\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 35.3937   NEW MDRIZSKY = 35.3937\n",
      "   *   Image:   'j9df04i9q_flc.fits['SCI',1,2]'  --  SKY = 16.609440917968747 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 51.9045   NEW MDRIZSKY = 51.9045\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 51.9045   NEW MDRIZSKY = 51.9045\n",
      "   *   Image:   'j9df04ibq_flc.fits['SCI',1,2]'  --  SKY = 12.164797465006508 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 36.4944   NEW MDRIZSKY = 36.4944\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 36.4944   NEW MDRIZSKY = 36.4944\n",
      "   *   Image:   'j9df04idq_flc.fits['SCI',1,2]'  --  SKY = 17.312370605468747 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 54.1012   NEW MDRIZSKY = 54.1012\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 54.1012   NEW MDRIZSKY = 54.1012\n",
      "***** skymatch ended on 2020-06-29 21:33:35.788471\n",
      "TOTAL RUN TIME: 0:00:02.965781\n",
      "==== Processing Step Subtract Sky finished at 21:33:36.231 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:33:36.232 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.636955093383209  40.41752293922043  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 2.214217484015413e-06  -1.3711253607944888e-05  \n",
      "CD2_1 CD2_2  : -1.3711253607944888e-05  -2.214217484015413e-06  \n",
      "NAXIS : 4219  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:33:39.981 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:33:39.984 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_flc.fits' is 35.3936767578125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_flc.fits' is 51.904502868652344\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_flc.fits' is 36.49439239501953\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_flc.fits' is 54.101158142089844\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:33:47.035 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:33:47.036 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:33:58.12 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:33:58.127 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04i9q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04ibq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4/j9df04idq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:34:01.879 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:34:01.887 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.636955093383209  40.41752293922043  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 2.214217484015413e-06  -1.3711253607944888e-05  \n",
      "CD2_1 CD2_2  : -1.3711253607944888e-05  -2.214217484015413e-06  \n",
      "NAXIS : 4219  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:34:21.319 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:34:21.321 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6479 sec.\n",
      "            Static Mask          1.6282 sec.\n",
      "           Subtract Sky          3.8584 sec.\n",
      "       Separate Drizzle          3.7484 sec.\n",
      "          Create Median          7.0518 sec.\n",
      "                   Blot          11.0896 sec.\n",
      "                Driz_CR          3.7518 sec.\n",
      "          Final Drizzle          19.4318 sec.\n",
      "   ====================          ====================\n",
      "                  Total          52.2079 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:34:21.537 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:34:21.539 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 9.050377702499999  40.972669506329744  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.4074546517017393e-06  -1.3817391431500535e-05  \n",
      "CD2_1 CD2_2  : -1.3817391431500535e-05  -1.4074546517017393e-06  \n",
      "NAXIS : 4219  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2150 Mb.\n",
      "*  Output image size:       4219 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:34:23.140 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:34:23.142 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:34:24.782 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:34:24.78 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:34:25.279634\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9df03zoq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df03zoq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df03zoq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df03zpq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df03zpq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df03zpq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df03zrq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df03zrq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df03zrq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9df03ztq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9df03ztq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9df03ztq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9df03zoq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j9df03zpq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "\n",
      "   *   Image: j9df03zrq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1200.0 [s]\n",
      "             Conversion factor (data->brightness):  0.33333333333333326\n",
      "\n",
      "   *   Image: j9df03ztq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1250.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31999999999999995\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9df03zoq_flc.fits['SCI',1,2]'  --  SKY = 18.05939610799153 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 54.1782   NEW MDRIZSKY = 54.1782\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 54.1782   NEW MDRIZSKY = 54.1782\n",
      "   *   Image:   'j9df03zpq_flc.fits['SCI',1,2]'  --  SKY = 11.721850585937498 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 36.6308   NEW MDRIZSKY = 36.6308\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 36.6308   NEW MDRIZSKY = 36.6308\n",
      "   *   Image:   'j9df03zrq_flc.fits['SCI',1,2]'  --  SKY = 16.6249148050944 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 49.8747   NEW MDRIZSKY = 49.8747\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 49.8747   NEW MDRIZSKY = 49.8747\n",
      "   *   Image:   'j9df03ztq_flc.fits['SCI',1,2]'  --  SKY = 14.365554199218748 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 44.8924   NEW MDRIZSKY = 44.8924\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 44.8924   NEW MDRIZSKY = 44.8924\n",
      "***** skymatch ended on 2020-06-29 21:34:28.201693\n",
      "TOTAL RUN TIME: 0:00:02.922059\n",
      "==== Processing Step Subtract Sky finished at 21:34:28.619 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:34:28.620 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 9.050377702499999  40.972669506329744  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.4074546517017393e-06  -1.3817391431500535e-05  \n",
      "CD2_1 CD2_2  : -1.3817391431500535e-05  -1.4074546517017393e-06  \n",
      "NAXIS : 4219  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:34:32.439 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:34:32.441 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_flc.fits' is 54.17818832397461\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_flc.fits' is 36.63078308105469\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_flc.fits' is 49.87474441528321\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_flc.fits' is 44.892356872558594\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:34:39.465 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:34:39.46 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_flc.fits[sci,1]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:34:50.501 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:34:50.50 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zoq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zpq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03ztq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3/j9df03zrq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:34:54.318 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:34:54.326 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 9.050377702499999  40.972669506329744  \n",
      "CRPIX : 2109.5  2121.5  \n",
      "CD1_1 CD1_2  : 1.4074546517017393e-06  -1.3817391431500535e-05  \n",
      "CD2_1 CD2_2  : -1.3817391431500535e-05  -1.4074546517017393e-06  \n",
      "NAXIS : 4219  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:35:13.853 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:35:13.855 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6003 sec.\n",
      "            Static Mask          1.6395 sec.\n",
      "           Subtract Sky          3.8364 sec.\n",
      "       Separate Drizzle          3.8183 sec.\n",
      "          Create Median          7.0235 sec.\n",
      "                   Blot          11.0352 sec.\n",
      "                Driz_CR          3.8159 sec.\n",
      "          Final Drizzle          19.5269 sec.\n",
      "   ====================          ====================\n",
      "                  Total          52.2960 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:35:14.065 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:35:14.06 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.697981311133  54.348389916641  \n",
      "CRPIX : 2107.5  2122.0  \n",
      "CD1_1 CD1_2  : 4.16419677220014e-06  1.3249932068139033e-05  \n",
      "CD2_1 CD2_2  : 1.3249932068139033e-05  -4.16419677220014e-06  \n",
      "NAXIS : 4215  4244\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2149 Mb.\n",
      "*  Output image size:       4215 X 4244 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:35:15.774 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:35:15.778 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:35:17.772 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:35:17.773 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:35:18.286773\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jcoy03msq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy03msq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy03msq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy03mzq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy03mzq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy03mzq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy03n6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy03n6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy03n6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcoy03ndq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcoy03ndq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcoy03ndq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jcoy03msq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1806.0 [s]\n",
      "             Conversion factor (data->brightness):  0.22148394241417493\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1806.0 [s]\n",
      "             Conversion factor (data->brightness):  0.22148394241417493\n",
      "\n",
      "   *   Image: jcoy03mzq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1866.0 [s]\n",
      "             Conversion factor (data->brightness):  0.21436227224008572\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1866.0 [s]\n",
      "             Conversion factor (data->brightness):  0.21436227224008572\n",
      "\n",
      "   *   Image: jcoy03n6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1866.0 [s]\n",
      "             Conversion factor (data->brightness):  0.21436227224008572\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1866.0 [s]\n",
      "             Conversion factor (data->brightness):  0.21436227224008572\n",
      "\n",
      "   *   Image: jcoy03ndq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1866.0 [s]\n",
      "             Conversion factor (data->brightness):  0.21436227224008572\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1866.0 [s]\n",
      "             Conversion factor (data->brightness):  0.21436227224008572\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jcoy03msq_flc.fits['SCI',1,2]'  --  SKY = 13.084667624033168 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 59.0773   NEW MDRIZSKY = 59.0773\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 59.0773   NEW MDRIZSKY = 59.0773\n",
      "   *   Image:   'jcoy03mzq_flc.fits['SCI',1,2]'  --  SKY = 15.9657338296741 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 74.4801   NEW MDRIZSKY = 74.4801\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 74.4801   NEW MDRIZSKY = 74.4801\n",
      "   *   Image:   'jcoy03n6q_flc.fits['SCI',1,2]'  --  SKY = 23.134188636706188 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 107.921   NEW MDRIZSKY = 107.921\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 107.921   NEW MDRIZSKY = 107.921\n",
      "   *   Image:   'jcoy03ndq_flc.fits['SCI',1,2]'  --  SKY = 23.51519225877964 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 109.698   NEW MDRIZSKY = 109.698\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 109.698   NEW MDRIZSKY = 109.698\n",
      "***** skymatch ended on 2020-06-29 21:35:21.690683\n",
      "TOTAL RUN TIME: 0:00:03.403910\n",
      "==== Processing Step Subtract Sky finished at 21:35:22.209 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:35:22.210 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.697981311133  54.348389916641  \n",
      "CRPIX : 2107.5  2122.0  \n",
      "CD1_1 CD1_2  : 4.16419677220014e-06  1.3249932068139033e-05  \n",
      "CD2_1 CD2_2  : 1.3249932068139033e-05  -4.16419677220014e-06  \n",
      "NAXIS : 4215  4244\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:35:26.667 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:35:26.670 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_flc.fits' is 59.077274322509766\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_flc.fits' is 74.48014831542969\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_flc.fits' is 107.92098999023438\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_flc.fits' is 109.69837188720703\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:35:34.696 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:35:34.697 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:35:45.628 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:35:45.629 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03msq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03n6q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03ndq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3/jcoy03mzq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:35:49.412 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:35:49.421 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.697981311133  54.348389916641  \n",
      "CRPIX : 2107.5  2122.0  \n",
      "CD1_1 CD1_2  : 4.16419677220014e-06  1.3249932068139033e-05  \n",
      "CD2_1 CD2_2  : 1.3249932068139033e-05  -4.16419677220014e-06  \n",
      "NAXIS : 4215  4244\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:36:10.955 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:36:10.9 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.7062 sec.\n",
      "            Static Mask          1.9945 sec.\n",
      "           Subtract Sky          4.4361 sec.\n",
      "       Separate Drizzle          4.4569 sec.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          Create Median          8.0262 sec.\n",
      "                   Blot          10.9304 sec.\n",
      "                Driz_CR          3.7833 sec.\n",
      "          Final Drizzle          21.5342 sec.\n",
      "   ====================          ====================\n",
      "                  Total          56.8678 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/2\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:36:11.168 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:36:11.172 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "##############################################################################\n",
      "#                                                                            #\n",
      "# ERROR:                                                                     #\n",
      "# AstroDrizzle Version 3.1.6 encountered a problem!  Processing terminated   #\n",
      "# at 21:36:12.451 (29/06/2020).                                              #\n",
      "#                                                                            #\n",
      "##############################################################################\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.0000 sec.\n",
      "   ====================          ====================\n",
      "                  Total          0.0000 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    },
    {
     "ename": "KeyError",
     "evalue": "\"Extension ('D2IMARR', 1.0) not found.\"",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/util.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    223\u001b[0m             \u001b[0;31m# finally clause is reached.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    224\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 225\u001b[0;31m                 \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    226\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    227\u001b[0m                 \u001b[0merrorobj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/astrodrizzle.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(configobj, wcsmap)\u001b[0m\n\u001b[1;32m    179\u001b[0m         \u001b[0mimgObjList\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    180\u001b[0m         \u001b[0mprocSteps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maddStep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Initialization'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 181\u001b[0;31m         \u001b[0mimgObjList\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutwcs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprocessInput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetCommonInput\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconfigobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    182\u001b[0m         \u001b[0mprocSteps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendStep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Initialization'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    183\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36msetCommonInput\u001b[0;34m(configObj, createOutwcs)\u001b[0m\n\u001b[1;32m    204\u001b[0m                                             \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfigObj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'group'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    205\u001b[0m                                             \u001b[0mundistort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 206\u001b[0;31m                                             inmemory=virtual)\n\u001b[0m\u001b[1;32m    207\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    208\u001b[0m     \u001b[0;31m# Add original file names as \"hidden\" attributes of imageObject\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36mcreateImageObjectList\u001b[0;34m(files, instrpars, group, undistort, inmemory)\u001b[0m\n\u001b[1;32m    341\u001b[0m     \u001b[0mmt_refimg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    342\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mimg\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 343\u001b[0;31m         \u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_getInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    344\u001b[0m         \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetInstrumentParameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minstrpars\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    345\u001b[0m         \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcompute_wcslin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36m_getInputImage\u001b[0;34m(input, group)\u001b[0m\n\u001b[1;32m    420\u001b[0m             \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    421\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'HRC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHRCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 422\u001b[0;31m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'WFC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mWFCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    423\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'SBC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSBCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    424\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0m_instrument\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'NICMOS'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/acsData.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group)\u001b[0m\n\u001b[1;32m     91\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0mWFCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mACSInputImage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     92\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     94\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfull_shape\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m4096\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2048\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_detector\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_image\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"PRIMARY\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"DETECTOR\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/acsData.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group)\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     18\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     20\u001b[0m         \u001b[0;31m# define the cosmic ray bits value to use in the dq array\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     21\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcr_bits_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m4096\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/imageObject.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group, inmemory)\u001b[0m\n\u001b[1;32m   1070\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1071\u001b[0m                 \u001b[0;31m# build up HSTWCS object for each chip, which will be necessary for drizzling operations\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1072\u001b[0;31m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwcs_functions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_hstwcs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_image\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1073\u001b[0m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdetnum\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbinned\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_detnum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mchip\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1074\u001b[0m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcslin_pscale\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1.0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/wcs_functions.py\u001b[0m in \u001b[0;36mget_hstwcs\u001b[0;34m(filename, hdulist, extnum)\u001b[0m\n\u001b[1;32m    124\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mget_hstwcs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhdulist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    125\u001b[0m     \u001b[0;34m\"\"\" Return the HSTWCS object for a given chip. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 126\u001b[0;31m     \u001b[0mhdrwcs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwcsutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHSTWCS\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhdulist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mext\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    127\u001b[0m     \u001b[0mhdrwcs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    128\u001b[0m     \u001b[0mhdrwcs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexpname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhdulist\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'expname'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/stwcs/wcsutil/hstwcs.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fobj, ext, minerr, wcskey)\u001b[0m\n\u001b[1;32m    145\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    146\u001b[0m             WCS.__init__(self, ehdr, fobj=phdu, minerr=self.minerr,\n\u001b[0;32m--> 147\u001b[0;31m                          key=self.wcskey)\n\u001b[0m\u001b[1;32m    148\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minstrument\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'DEFAULT'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    149\u001b[0m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpc2cd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/wcs/wcs.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, header, fobj, key, minerr, relax, naxis, keysel, colsel, fix, translate_units, _do_set)\u001b[0m\n\u001b[1;32m    445\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnaxis\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mest_naxis\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    446\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 447\u001b[0;31m             \u001b[0mdet2im\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_det2im_kw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminerr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    448\u001b[0m             cpdis = self._read_distortion_kw(\n\u001b[1;32m    449\u001b[0m                 header, fobj, dist='CPDIS', err=minerr)\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/wcs/wcs.py\u001b[0m in \u001b[0;36m_read_det2im_kw\u001b[0;34m(self, header, fobj, err)\u001b[0m\n\u001b[1;32m    798\u001b[0m                     \u001b[0mdp_axis_key\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdp\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34mf'.AXIS.{i:d}'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    799\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdp_axis_key\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 800\u001b[0;31m                         \u001b[0md_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'D2IMARR'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md_extver\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    801\u001b[0m                     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    802\u001b[0m                         \u001b[0md_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'D2IMARR'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md_extver\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtranspose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    312\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    313\u001b[0m             return self._try_while_unread_hdus(super().__getitem__,\n\u001b[0;32m--> 314\u001b[0;31m                                                self._positive_index_of(key))\n\u001b[0m\u001b[1;32m    315\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    316\u001b[0m             \u001b[0;31m# Raise a more helpful IndexError if the file was not fully read.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36m_positive_index_of\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    767\u001b[0m         \"\"\"\n\u001b[1;32m    768\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 769\u001b[0;31m         \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex_of\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    770\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    771\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36mindex_of\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    748\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    749\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfound\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 750\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf'Extension {key!r} not found.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    751\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    752\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mfound\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyError\u001b[0m: \"Extension ('D2IMARR', 1.0) not found.\""
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:36:12.501 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:36:12.504 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.569306461374849  41.32695685135473  \n",
      "CRPIX : 2111.0  2121.5  \n",
      "CD1_1 CD1_2  : 1.0667055717271201e-05  -8.894670139613555e-06  \n",
      "CD2_1 CD2_2  : -8.894670139613555e-06  -1.0667055717271201e-05  \n",
      "NAXIS : 4222  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 3228 Mb.\n",
      "*  Output image size:       4222 X 4243 pixels. \n",
      "*  Output image file:       ~ 205 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:36:16.350 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:36:16.353 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:36:19.741 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:36:19.741 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:36:20.740987\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9ju04eoq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04eoq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04eoq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04epq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04epq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04epq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04erq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04erq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04erq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04etq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04etq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04etq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04evq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04evq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04evq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04exq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04exq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04exq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04ezq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04ezq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04ezq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju04f1q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju04f1q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju04f1q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9ju04eoq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04epq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04erq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04etq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04evq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04exq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04ezq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "   *   Image: j9ju04f1q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 543.0 [s]\n",
      "             Conversion factor (data->brightness):  0.736648250460405\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9ju04eoq_flc.fits['SCI',1,2]'  --  SKY = 30.66788141240072 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.6316   NEW MDRIZSKY = 41.6316\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.6316   NEW MDRIZSKY = 41.6316\n",
      "   *   Image:   'j9ju04epq_flc.fits['SCI',1,2]'  --  SKY = 34.39421539587649 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 46.6901   NEW MDRIZSKY = 46.6901\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 46.6901   NEW MDRIZSKY = 46.6901\n",
      "   *   Image:   'j9ju04erq_flc.fits['SCI',1,2]'  --  SKY = 30.66234272487914 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.6241   NEW MDRIZSKY = 41.6241\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.6241   NEW MDRIZSKY = 41.6241\n",
      "   *   Image:   'j9ju04etq_flc.fits['SCI',1,2]'  --  SKY = 31.049348328873155 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 42.1495   NEW MDRIZSKY = 42.1495\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 42.1495   NEW MDRIZSKY = 42.1495\n",
      "   *   Image:   'j9ju04evq_flc.fits['SCI',1,2]'  --  SKY = 30.74622391337189 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.738   NEW MDRIZSKY = 41.738\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.738   NEW MDRIZSKY = 41.738\n",
      "   *   Image:   'j9ju04exq_flc.fits['SCI',1,2]'  --  SKY = 34.20455117691068 (brightness units)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 46.4327   NEW MDRIZSKY = 46.4327\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 46.4327   NEW MDRIZSKY = 46.4327\n",
      "   *   Image:   'j9ju04ezq_flc.fits['SCI',1,2]'  --  SKY = 30.771958718203265 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.7729   NEW MDRIZSKY = 41.7729\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.7729   NEW MDRIZSKY = 41.7729\n",
      "   *   Image:   'j9ju04f1q_flc.fits['SCI',1,2]'  --  SKY = 30.715872130560825 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.6968   NEW MDRIZSKY = 41.6968\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.6968   NEW MDRIZSKY = 41.6968\n",
      "***** skymatch ended on 2020-06-29 21:36:26.853578\n",
      "TOTAL RUN TIME: 0:00:06.112591\n",
      "==== Processing Step Subtract Sky finished at 21:36:27.777 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:36:27.778 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.569306461374849  41.32695685135473  \n",
      "CRPIX : 2111.0  2121.5  \n",
      "CD1_1 CD1_2  : 1.0667055717271201e-05  -8.894670139613555e-06  \n",
      "CD2_1 CD2_2  : -8.894670139613555e-06  -1.0667055717271201e-05  \n",
      "NAXIS : 4222  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:36:34.035 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:36:34.037 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_flc.fits' is 41.631649017333984\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_flc.fits' is 46.690147399902344\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_flc.fits' is 41.62413024902344\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_flc.fits' is 42.14949035644531\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_flc.fits' is 41.737998962402344\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_flc.fits' is 46.43267822265625\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_flc.fits' is 41.77293395996094\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_flc.fits' is 41.69679641723633\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:36:49.691 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:36:49.692 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:37:13.280 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:37:13.282 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04f1q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04eoq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04etq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04epq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04erq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04exq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04evq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4/j9ju04ezq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:37:21.42 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:37:21.436 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.569306461374849  41.32695685135473  \n",
      "CRPIX : 2111.0  2121.5  \n",
      "CD1_1 CD1_2  : 1.0667055717271201e-05  -8.894670139613555e-06  \n",
      "CD2_1 CD2_2  : -8.894670139613555e-06  -1.0667055717271201e-05  \n",
      "NAXIS : 4222  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:38:02.54 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:38:02.543 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          3.8455 sec.\n",
      "            Static Mask          3.3880 sec.\n",
      "           Subtract Sky          8.0355 sec.\n",
      "       Separate Drizzle          6.2565 sec.\n",
      "          Create Median          15.6533 sec.\n",
      "                   Blot          23.5887 sec.\n",
      "                Driz_CR          8.1456 sec.\n",
      "          Final Drizzle          41.1046 sec.\n",
      "   ====================          ====================\n",
      "                  Total          110.0177 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:38:02.88 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:38:02.88 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.645191407201922  41.39382867338386  \n",
      "CRPIX : 2110.5  2121.5  \n",
      "CD1_1 CD1_2  : 5.215401949311785e-06  -1.2872482941337157e-05  \n",
      "CD2_1 CD2_2  : -1.2872482941337157e-05  -5.215401949311785e-06  \n",
      "NAXIS : 4221  4243\n",
      "********************************************************************************\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "*\n",
      "*  Estimated memory usage:  up to 3227 Mb.\n",
      "*  Output image size:       4221 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:38:06.480 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:38:06.483 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:38:09.855 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:38:09.856 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:38:10.778516\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9ju02hxq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02hxq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02hxq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02hyq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02hyq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02hyq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02i0q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02i0q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02i0q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02i2q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02i2q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02i2q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02i4q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02i4q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02i4q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02i6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02i6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02i6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02i8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02i8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02i8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9ju02iaq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9ju02iaq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9ju02iaq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9ju02hxq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02hyq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02i0q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02i2q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02i4q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02i6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02i8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "   *   Image: j9ju02iaq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 545.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7339449541284403\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9ju02hxq_flc.fits['SCI',1,2]'  --  SKY = 31.294488469395066 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 42.6387   NEW MDRIZSKY = 42.6387\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 42.6387   NEW MDRIZSKY = 42.6387\n",
      "   *   Image:   'j9ju02hyq_flc.fits['SCI',1,2]'  --  SKY = 30.713509375895924 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.8472   NEW MDRIZSKY = 41.8472\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.8472   NEW MDRIZSKY = 41.8472\n",
      "   *   Image:   'j9ju02i0q_flc.fits['SCI',1,2]'  --  SKY = 31.635134635715307 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 43.1029   NEW MDRIZSKY = 43.1029\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 43.1029   NEW MDRIZSKY = 43.1029\n",
      "   *   Image:   'j9ju02i2q_flc.fits['SCI',1,2]'  --  SKY = 35.7625334853426 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 48.7265   NEW MDRIZSKY = 48.7265\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 48.7265   NEW MDRIZSKY = 48.7265\n",
      "   *   Image:   'j9ju02i4q_flc.fits['SCI',1,2]'  --  SKY = 30.64794137937213 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.7578   NEW MDRIZSKY = 41.7578\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.7578   NEW MDRIZSKY = 41.7578\n",
      "   *   Image:   'j9ju02i6q_flc.fits['SCI',1,2]'  --  SKY = 30.670459992295008 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.7885   NEW MDRIZSKY = 41.7885\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.7885   NEW MDRIZSKY = 41.7885\n",
      "   *   Image:   'j9ju02i8q_flc.fits['SCI',1,2]'  --  SKY = 30.762250707783828 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.9136   NEW MDRIZSKY = 41.9136\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.9136   NEW MDRIZSKY = 41.9136\n",
      "   *   Image:   'j9ju02iaq_flc.fits['SCI',1,2]'  --  SKY = 34.210224676569666 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 46.6114   NEW MDRIZSKY = 46.6114\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 46.6114   NEW MDRIZSKY = 46.6114\n",
      "***** skymatch ended on 2020-06-29 21:38:16.909716\n",
      "TOTAL RUN TIME: 0:00:06.131200\n",
      "==== Processing Step Subtract Sky finished at 21:38:17.811 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:38:17.813 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.645191407201922  41.39382867338386  \n",
      "CRPIX : 2110.5  2121.5  \n",
      "CD1_1 CD1_2  : 5.215401949311785e-06  -1.2872482941337157e-05  \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CD2_1 CD2_2  : -1.2872482941337157e-05  -5.215401949311785e-06  \n",
      "NAXIS : 4221  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:38:24.215 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:38:24.218 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_flc.fits' is 42.63874053955078\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_flc.fits' is 41.8471565246582\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_flc.fits' is 43.10287094116211\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_flc.fits' is 48.7264518737793\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_flc.fits' is 41.75782012939453\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_flc.fits' is 41.78850173950195\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_flc.fits' is 41.91356658935547\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_flc.fits' is 46.61143112182617\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:38:38.97 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:38:38.971 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:39:02.418 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:39:02.419 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hxq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02hyq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i0q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i2q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i4q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02i6q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2/j9ju02iaq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:39:10.720 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:39:10.729 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.645191407201922  41.39382867338386  \n",
      "CRPIX : 2110.5  2121.5  \n",
      "CD1_1 CD1_2  : 5.215401949311785e-06  -1.2872482941337157e-05  \n",
      "CD2_1 CD2_2  : -1.2872482941337157e-05  -5.215401949311785e-06  \n",
      "NAXIS : 4221  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:39:53.681 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:39:53.684 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          3.5923 sec.\n",
      "            Static Mask          3.3722 sec.\n",
      "           Subtract Sky          7.9556 sec.\n",
      "       Separate Drizzle          6.4029 sec.\n",
      "          Create Median          14.7516 sec.\n",
      "                   Blot          23.4474 sec.\n",
      "                Driz_CR          8.3011 sec.\n",
      "          Final Drizzle          42.9517 sec.\n",
      "   ====================          ====================\n",
      "                  Total          110.7748 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:39:54.206 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:39:54.210 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.60242525371794  -47.43176938628413  \n",
      "CRPIX : 2113.0  2269.0  \n",
      "CD1_1 CD1_2  : -1.432680513823449e-06  1.3814798627313097e-05  \n",
      "CD2_1 CD2_2  : 1.3814798627313097e-05  1.432680513823449e-06  \n",
      "NAXIS : 4226  4538\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2267 Mb.\n",
      "*  Output image size:       4226 X 4538 pixels. \n",
      "*  Output image file:       ~ 219 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:39:56.570 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:39:56.581 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:39:58.757 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:39:58.758 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:39:59.255844\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j6lp01e9q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp01e9q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp01e9q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp01edq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp01edq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp01edq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp01egq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp01egq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp01egq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp01epq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp01epq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp01epq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j6lp01e9q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j6lp01edq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 12.0 [s]\n",
      "             Conversion factor (data->brightness):  33.33333333333333\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 12.0 [s]\n",
      "             Conversion factor (data->brightness):  33.33333333333333\n",
      "\n",
      "   *   Image: j6lp01egq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j6lp01epq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j6lp01e9q_flc.fits['SCI',1,2]'  --  SKY = 38.42632518095128 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 32.6624   NEW MDRIZSKY = 32.6624\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 32.6624   NEW MDRIZSKY = 32.6624\n",
      "   *   Image:   'j6lp01edq_flc.fits['SCI',1,2]'  --  SKY = 74.17391141255696 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 2.22522   NEW MDRIZSKY = 2.22522\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 2.22522   NEW MDRIZSKY = 2.22522\n",
      "   *   Image:   'j6lp01egq_flc.fits['SCI',1,2]'  --  SKY = 58.167823342715984 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 49.4426   NEW MDRIZSKY = 49.4426\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 49.4426   NEW MDRIZSKY = 49.4426\n",
      "   *   Image:   'j6lp01epq_flc.fits['SCI',1,2]'  --  SKY = 35.648783515481384 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 30.3015   NEW MDRIZSKY = 30.3015\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 30.3015   NEW MDRIZSKY = 30.3015\n",
      "***** skymatch ended on 2020-06-29 21:40:02.772786\n",
      "TOTAL RUN TIME: 0:00:03.516942\n",
      "==== Processing Step Subtract Sky finished at 21:40:03.297 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:40:03.298 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.60242525371794  -47.43176938628413  \n",
      "CRPIX : 2113.0  2269.0  \n",
      "CD1_1 CD1_2  : -1.432680513823449e-06  1.3814798627313097e-05  \n",
      "CD2_1 CD2_2  : 1.3814798627313097e-05  1.432680513823449e-06  \n",
      "NAXIS : 4226  4538\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:40:07.949 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:40:07.952 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_flc.fits' is 32.662376403808594\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_flc.fits' is 2.225217342376709\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_flc.fits' is 49.442649841308594\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_flc.fits' is 30.30146598815918\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:40:19.458 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:40:19.45 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:40:31.344 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:40:31.345 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01e9q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01edq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01egq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1/j6lp01epq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:40:35.489 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:40:35.499 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.60242525371794  -47.43176938628413  \n",
      "CRPIX : 2113.0  2269.0  \n",
      "CD1_1 CD1_2  : -1.432680513823449e-06  1.3814798627313097e-05  \n",
      "CD2_1 CD2_2  : 1.3814798627313097e-05  1.432680513823449e-06  \n",
      "NAXIS : 4226  4538\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:40:57.278 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:40:57.280 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.3602 sec.\n",
      "            Static Mask          2.1761 sec.\n",
      "           Subtract Sky          4.5389 sec.\n",
      "       Separate Drizzle          4.6501 sec.\n",
      "          Create Median          11.5062 sec.\n",
      "                   Blot          11.8848 sec.\n",
      "                Driz_CR          4.1442 sec.\n",
      "          Final Drizzle          21.7792 sec.\n",
      "   ====================          ====================\n",
      "                  Total          63.0398 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:40:57.554 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:40:57.557 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.61972360030688  -47.533165014319316  \n",
      "CRPIX : 2113.5  2268.5  \n",
      "CD1_1 CD1_2  : -1.434572899389081e-06  1.3814602244155985e-05  \n",
      "CD2_1 CD2_2  : 1.3814602244155985e-05  1.434572899389081e-06  \n",
      "NAXIS : 4227  4537\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2267 Mb.\n",
      "*  Output image size:       4227 X 4537 pixels. \n",
      "*  Output image file:       ~ 219 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:40:59.339 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:40:59.342 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:41:01.115 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:41:01.116 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:41:01.573870\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j6lp03xlq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp03xlq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp03xlq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp03xzq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp03xzq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp03xzq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp03y6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp03y6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp03y6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp03ysq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp03ysq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp03ysq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j6lp03xlq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j6lp03xzq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 12.0 [s]\n",
      "             Conversion factor (data->brightness):  33.33333333333333\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 12.0 [s]\n",
      "             Conversion factor (data->brightness):  33.33333333333333\n",
      "\n",
      "   *   Image: j6lp03y6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j6lp03ysq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j6lp03xlq_flc.fits['SCI',1,2]'  --  SKY = 37.11782567641314 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 31.5502   NEW MDRIZSKY = 31.5502\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 31.5502   NEW MDRIZSKY = 31.5502\n",
      "   *   Image:   'j6lp03xzq_flc.fits['SCI',1,2]'  --  SKY = 51.85055335362752 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 1.55552   NEW MDRIZSKY = 1.55552\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 1.55552   NEW MDRIZSKY = 1.55552\n",
      "   *   Image:   'j6lp03y6q_flc.fits['SCI',1,2]'  --  SKY = 57.533421235926 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 48.9034   NEW MDRIZSKY = 48.9034\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 48.9034   NEW MDRIZSKY = 48.9034\n",
      "   *   Image:   'j6lp03ysq_flc.fits['SCI',1,2]'  --  SKY = 33.65459666532628 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 28.6064   NEW MDRIZSKY = 28.6064\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 28.6064   NEW MDRIZSKY = 28.6064\n",
      "***** skymatch ended on 2020-06-29 21:41:04.647667\n",
      "TOTAL RUN TIME: 0:00:03.073797\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step Subtract Sky finished at 21:41:05.094 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:41:05.09 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.61972360030688  -47.533165014319316  \n",
      "CRPIX : 2113.5  2268.5  \n",
      "CD1_1 CD1_2  : -1.434572899389081e-06  1.3814602244155985e-05  \n",
      "CD2_1 CD2_2  : 1.3814602244155985e-05  1.434572899389081e-06  \n",
      "NAXIS : 4227  4537\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:41:09.488 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:41:09.491 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_flc.fits' is 31.550151824951175\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_flc.fits' is 1.5555166006088257\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_flc.fits' is 48.90340805053711\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_flc.fits' is 28.606407165527344\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:41:17.901 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:41:17.902 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:41:29.810 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:41:29.811 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xlq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03xzq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03ysq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3/j6lp03y6q_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:41:33.89 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:41:33.899 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.61972360030688  -47.533165014319316  \n",
      "CRPIX : 2113.5  2268.5  \n",
      "CD1_1 CD1_2  : -1.434572899389081e-06  1.3814602244155985e-05  \n",
      "CD2_1 CD2_2  : 1.3814602244155985e-05  1.434572899389081e-06  \n",
      "NAXIS : 4227  4537\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:41:56.291 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:41:56.294 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.7825 sec.\n",
      "            Static Mask          1.7731 sec.\n",
      "           Subtract Sky          3.9779 sec.\n",
      "       Separate Drizzle          4.3928 sec.\n",
      "          Create Median          8.4099 sec.\n",
      "                   Blot          11.9081 sec.\n",
      "                Driz_CR          4.0805 sec.\n",
      "          Final Drizzle          22.3920 sec.\n",
      "   ====================          ====================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                  Total          58.7167 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:41:56.518 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:41:56.520 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.6940184895712  -47.47195335736316  \n",
      "CRPIX : 2114.5  2268.5  \n",
      "CD1_1 CD1_2  : -1.4477934730484912e-06  1.3813222963063307e-05  \n",
      "CD2_1 CD2_2  : 1.3813222963063307e-05  1.4477934730484912e-06  \n",
      "NAXIS : 4229  4537\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2268 Mb.\n",
      "*  Output image size:       4229 X 4537 pixels. \n",
      "*  Output image file:       ~ 219 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:41:58.451 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:41:58.454 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:42:00.305 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:42:00.306 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:42:00.751950\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j6lp05vuq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp05vuq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp05vuq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp05w3q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp05w3q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp05w3q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp05wcq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp05wcq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp05wcq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j6lp05wvq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j6lp05wvq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j6lp05wvq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j6lp05vuq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j6lp05w3q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 12.0 [s]\n",
      "             Conversion factor (data->brightness):  33.33333333333333\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 12.0 [s]\n",
      "             Conversion factor (data->brightness):  33.33333333333333\n",
      "\n",
      "   *   Image: j6lp05wcq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j6lp05wvq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j6lp05vuq_flc.fits['SCI',1,2]'  --  SKY = 203.44785802504592 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 172.931   NEW MDRIZSKY = 172.931\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 172.931   NEW MDRIZSKY = 172.931\n",
      "   *   Image:   'j6lp05w3q_flc.fits['SCI',1,2]'  --  SKY = 267.323366800944 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 8.0197   NEW MDRIZSKY = 8.0197\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 8.0197   NEW MDRIZSKY = 8.0197\n",
      "   *   Image:   'j6lp05wcq_flc.fits['SCI',1,2]'  --  SKY = 215.39635153377753 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 183.087   NEW MDRIZSKY = 183.087\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 183.087   NEW MDRIZSKY = 183.087\n",
      "   *   Image:   'j6lp05wvq_flc.fits['SCI',1,2]'  --  SKY = 209.8437679515165 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 178.367   NEW MDRIZSKY = 178.367\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 178.367   NEW MDRIZSKY = 178.367\n",
      "***** skymatch ended on 2020-06-29 21:42:03.867834\n",
      "TOTAL RUN TIME: 0:00:03.115884\n",
      "==== Processing Step Subtract Sky finished at 21:42:04.313 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:42:04.314 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.6940184895712  -47.47195335736316  \n",
      "CRPIX : 2114.5  2268.5  \n",
      "CD1_1 CD1_2  : -1.4477934730484912e-06  1.3813222963063307e-05  \n",
      "CD2_1 CD2_2  : 1.3813222963063307e-05  1.4477934730484912e-06  \n",
      "NAXIS : 4229  4537\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:42:08.575 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:42:08.578 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_flc.fits' is 172.93067932128906\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_flc.fits' is 8.01970100402832\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_flc.fits' is 183.08689880371094\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_flc.fits' is 178.36720275878906\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:42:16.744 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:42:16.745 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:42:28.030 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:42:28.031 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05vuq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05w3q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wcq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5/j6lp05wvq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:42:31.866 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:42:31.875 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 201.6940184895712  -47.47195335736316  \n",
      "CRPIX : 2114.5  2268.5  \n",
      "CD1_1 CD1_2  : -1.4477934730484912e-06  1.3813222963063307e-05  \n",
      "CD2_1 CD2_2  : 1.3813222963063307e-05  1.4477934730484912e-06  \n",
      "NAXIS : 4229  4537\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:42:52.063 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:42:52.065 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.9308 sec.\n",
      "            Static Mask          1.8510 sec.\n",
      "           Subtract Sky          4.0066 sec.\n",
      "       Separate Drizzle          4.2616 sec.\n",
      "          Create Median          8.1659 sec.\n",
      "                   Blot          11.2852 sec.\n",
      "                Driz_CR          3.8348 sec.\n",
      "          Final Drizzle          20.1881 sec.\n",
      "   ====================          ====================\n",
      "                  Total          55.5240 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:42:52.286 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:42:52.288 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 109.39146062104693  37.74735980043904  \n",
      "CRPIX : 2111.0  2167.0  \n",
      "CD1_1 CD1_2  : -2.4144581433751566e-06  -1.3677413002530512e-05  \n",
      "CD2_1 CD2_2  : -1.3677413002530512e-05  2.4144581433751566e-06  \n",
      "NAXIS : 4222  4334\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2187 Mb.\n",
      "*  Output image size:       4222 X 4334 pixels. \n",
      "*  Output image file:       ~ 209 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:42:53.955 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:42:53.957 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:42:55.623 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:42:55.624 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:42:56.075422\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jc8mb1nds_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc8mb1nds_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc8mb1nds_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc8mb1njs_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc8mb1njs_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc8mb1njs_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc8mb1nqq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc8mb1nqq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc8mb1nqq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jc8mb1nxq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jc8mb1nxq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jc8mb1nxq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jc8mb1nds_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1225.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32653061224489793\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1225.0 [s]\n",
      "             Conversion factor (data->brightness):  0.32653061224489793\n",
      "\n",
      "   *   Image: jc8mb1njs_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1285.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31128404669260695\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1285.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31128404669260695\n",
      "\n",
      "   *   Image: jc8mb1nqq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1285.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31128404669260695\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1285.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31128404669260695\n",
      "\n",
      "   *   Image: jc8mb1nxq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1285.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31128404669260695\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 1285.0 [s]\n",
      "             Conversion factor (data->brightness):  0.31128404669260695\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jc8mb1nds_flc.fits['SCI',1,2]'  --  SKY = 13.436278051259565 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.1486   NEW MDRIZSKY = 41.1486\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.1486   NEW MDRIZSKY = 41.1486\n",
      "   *   Image:   'jc8mb1njs_flc.fits['SCI',1,2]'  --  SKY = 13.303640640199415 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 42.7379   NEW MDRIZSKY = 42.7379\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 42.7379   NEW MDRIZSKY = 42.7379\n",
      "   *   Image:   'jc8mb1nqq_flc.fits['SCI',1,2]'  --  SKY = 13.251851003921447 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 42.5716   NEW MDRIZSKY = 42.5716\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 42.5716   NEW MDRIZSKY = 42.5716\n",
      "   *   Image:   'jc8mb1nxq_flc.fits['SCI',1,2]'  --  SKY = 13.284495312879983 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 42.6764   NEW MDRIZSKY = 42.6764\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 42.6764   NEW MDRIZSKY = 42.6764\n",
      "***** skymatch ended on 2020-06-29 21:42:58.957319\n",
      "TOTAL RUN TIME: 0:00:02.881897\n",
      "==== Processing Step Subtract Sky finished at 21:42:59.460 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:42:59.461 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 109.39146062104693  37.74735980043904  \n",
      "CRPIX : 2111.0  2167.0  \n",
      "CD1_1 CD1_2  : -2.4144581433751566e-06  -1.3677413002530512e-05  \n",
      "CD2_1 CD2_2  : -1.3677413002530512e-05  2.4144581433751566e-06  \n",
      "NAXIS : 4222  4334\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:43:03.362 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:43:03.36 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_flc.fits' is 41.14860153198242\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_flc.fits' is 42.737945556640625\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_flc.fits' is 42.571571350097656\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_flc.fits' is 42.67644119262695\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:43:10.746 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:43:10.747 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_flc.fits[sci,2]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:43:21.932 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:43:21.933 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nds_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1njs_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nqq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1/jc8mb1nxq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:43:25.704 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:43:25.71 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 109.39146062104693  37.74735980043904  \n",
      "CRPIX : 2111.0  2167.0  \n",
      "CD1_1 CD1_2  : -2.4144581433751566e-06  -1.3677413002530512e-05  \n",
      "CD2_1 CD2_2  : -1.3677413002530512e-05  2.4144581433751566e-06  \n",
      "NAXIS : 4222  4334\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:43:45.584 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:43:45.586 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6662 sec.\n",
      "            Static Mask          1.6660 sec.\n",
      "           Subtract Sky          3.8362 sec.\n",
      "       Separate Drizzle          3.9010 sec.\n",
      "          Create Median          7.3805 sec.\n",
      "                   Blot          11.1858 sec.\n",
      "                Driz_CR          3.7709 sec.\n",
      "          Final Drizzle          19.8712 sec.\n",
      "   ====================          ====================\n",
      "                  Total          53.2778 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    }
   ],
   "source": [
    "for prop_id in os.listdir(f435_dir):\n",
    "    sub_dir = os.path.join(f435_dir,prop_id)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        if prop_id != 'mastDownload':\n",
    "            for visit_num in os.listdir(sub_dir):\n",
    "                if visit_num != '.DS_Store':\n",
    "                    subsub_dir = os.path.join(sub_dir,visit_num)\n",
    "                    print(subsub_dir)\n",
    "                    drizzle_path = subsub_dir + '/*flc.fits'\n",
    "                    try:\n",
    "                        astrodrizzle.AstroDrizzle(drizzle_path)\n",
    "                    except:\n",
    "                        pass\n",
    "                    remove_extra(subsub_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:46:03.115 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:46:03.118 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.7884460492168  54.287743557165825  \n",
      "CRPIX : 2107.0  2118.5  \n",
      "CD1_1 CD1_2  : -1.3233067454112783e-05  -4.217482699763248e-06  \n",
      "CD2_1 CD2_2  : -4.217482699763248e-06  1.3233067454112783e-05  \n",
      "NAXIS : 4214  4237\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1073 Mb.\n",
      "*  Output image size:       4214 X 4237 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:46:03.930 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:46:03.93 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:46:04.831 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:46:04.83 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:46:05.066437\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8d6a2i8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d6a2i8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d6a2i8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d6a2iaq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d6a2iaq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d6a2iaq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8d6a2i8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d6a2iaq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8d6a2i8q_flc.fits['SCI',1,2]'  --  SKY = 61.531138949924035 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 55.378   NEW MDRIZSKY = 55.378\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 55.378   NEW MDRIZSKY = 55.378\n",
      "   *   Image:   'j8d6a2iaq_flc.fits['SCI',1,2]'  --  SKY = 69.72523583306206 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 62.7527   NEW MDRIZSKY = 62.7527\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 62.7527   NEW MDRIZSKY = 62.7527\n",
      "***** skymatch ended on 2020-06-29 21:46:06.634628\n",
      "TOTAL RUN TIME: 0:00:01.568191\n",
      "==== Processing Step Subtract Sky finished at 21:46:06.865 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:46:06.866 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.7884460492168  54.287743557165825  \n",
      "CRPIX : 2107.0  2118.5  \n",
      "CD1_1 CD1_2  : -1.3233067454112783e-05  -4.217482699763248e-06  \n",
      "CD2_1 CD2_2  : -4.217482699763248e-06  1.3233067454112783e-05  \n",
      "NAXIS : 4214  4237\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:46:09.947 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:46:09.950 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_flc.fits' is 55.37802505493164\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_flc.fits' is 62.75271224975586\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:46:14.48 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:46:14.487 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:46:20.12 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:46:20.126 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2i8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2/j8d6a2iaq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:46:23.198 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:46:23.206 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 210.7884460492168  54.287743557165825  \n",
      "CRPIX : 2107.0  2118.5  \n",
      "CD1_1 CD1_2  : -1.3233067454112783e-05  -4.217482699763248e-06  \n",
      "CD2_1 CD2_2  : -4.217482699763248e-06  1.3233067454112783e-05  \n",
      "NAXIS : 4214  4237\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step Final Drizzle finished at 21:46:34.435 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:46:34.437 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.8124 sec.\n",
      "            Static Mask          0.8979 sec.\n",
      "           Subtract Sky          2.0338 sec.\n",
      "       Separate Drizzle          3.0801 sec.\n",
      "          Create Median          4.5359 sec.\n",
      "                   Blot          5.6385 sec.\n",
      "                Driz_CR          3.0720 sec.\n",
      "          Final Drizzle          11.2294 sec.\n",
      "   ====================          ====================\n",
      "                  Total          31.2999 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:46:34.538 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:46:34.540 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.808335044069555  41.18539876820219  \n",
      "CRPIX : 2122.0  2132.5  \n",
      "CD1_1 CD1_2  : 4.956735313988233e-06  -1.2974282623519622e-05  \n",
      "CD2_1 CD2_2  : -1.2974282623519622e-05  -4.956735313988233e-06  \n",
      "NAXIS : 4244  4265\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2169 Mb.\n",
      "*  Output image size:       4244 X 4265 pixels. \n",
      "*  Output image file:       ~ 207 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:46:36.349 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:46:36.351 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:46:37.99 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:46:37.998 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:46:38.449213\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jbf316hhq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf316hhq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf316hhq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbf316hkq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf316hkq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf316hkq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbf316hnq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf316hnq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf316hnq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbf316hrq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf316hrq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf316hrq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jbf316hhq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 15.0 [s]\n",
      "             Conversion factor (data->brightness):  26.666666666666664\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 15.0 [s]\n",
      "             Conversion factor (data->brightness):  26.666666666666664\n",
      "\n",
      "   *   Image: jbf316hkq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "   *   Image: jbf316hnq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 700.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5714285714285714\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 700.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5714285714285714\n",
      "\n",
      "   *   Image: jbf316hrq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 455.0 [s]\n",
      "             Conversion factor (data->brightness):  0.879120879120879\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 455.0 [s]\n",
      "             Conversion factor (data->brightness):  0.879120879120879\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jbf316hhq_flc.fits['SCI',1,2]'  --  SKY = 185.98434448242185 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 6.97441   NEW MDRIZSKY = 6.97441\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 6.97441   NEW MDRIZSKY = 6.97441\n",
      "   *   Image:   'jbf316hkq_flc.fits['SCI',1,2]'  --  SKY = 175.05521065848214 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 153.173   NEW MDRIZSKY = 153.173\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 153.173   NEW MDRIZSKY = 153.173\n",
      "   *   Image:   'jbf316hnq_flc.fits['SCI',1,2]'  --  SKY = 176.3096226283482 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 308.542   NEW MDRIZSKY = 308.542\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 308.542   NEW MDRIZSKY = 308.542\n",
      "   *   Image:   'jbf316hrq_flc.fits['SCI',1,2]'  --  SKY = 179.72516741071425 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 204.437   NEW MDRIZSKY = 204.437\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 204.437   NEW MDRIZSKY = 204.437\n",
      "***** skymatch ended on 2020-06-29 21:46:41.403377\n",
      "TOTAL RUN TIME: 0:00:02.954164\n",
      "==== Processing Step Subtract Sky finished at 21:46:41.858 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:46:41.859 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.808335044069555  41.18539876820219  \n",
      "CRPIX : 2122.0  2132.5  \n",
      "CD1_1 CD1_2  : 4.956735313988233e-06  -1.2974282623519622e-05  \n",
      "CD2_1 CD2_2  : -1.2974282623519622e-05  -4.956735313988233e-06  \n",
      "NAXIS : 4244  4265\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:46:45.889 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:46:45.892 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_flc.fits' is 6.974412918090819\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_flc.fits' is 153.17330932617188\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_flc.fits' is 308.5418395996094\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_flc.fits' is 204.4373779296875\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:46:53.689 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:46:53.69 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:47:05.024 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:47:05.025 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hhq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hkq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hrq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16/jbf316hnq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:47:08.788 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:47:08.796 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.808335044069555  41.18539876820219  \n",
      "CRPIX : 2122.0  2132.5  \n",
      "CD1_1 CD1_2  : 4.956735313988233e-06  -1.2974282623519622e-05  \n",
      "CD2_1 CD2_2  : -1.2974282623519622e-05  -4.956735313988233e-06  \n",
      "NAXIS : 4244  4265\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:47:28.67 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:47:28.67 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.8091 sec.\n",
      "            Static Mask          1.6456 sec.\n",
      "           Subtract Sky          3.8604 sec.\n",
      "       Separate Drizzle          4.0295 sec.\n",
      "          Create Median          7.7975 sec.\n",
      "                   Blot          11.3333 sec.\n",
      "                Driz_CR          3.7635 sec.\n",
      "          Final Drizzle          19.8801 sec.\n",
      "   ====================          ====================\n",
      "                  Total          54.1190 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:47:28.891 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:47:28.893 (29/06/2020)\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "##############################################################################\n",
      "#                                                                            #\n",
      "# ERROR:                                                                     #\n",
      "# AstroDrizzle Version 3.1.6 encountered a problem!  Processing terminated   #\n",
      "# at 21:47:29.746 (29/06/2020).                                              #\n",
      "#                                                                            #\n",
      "##############################################################################\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.0000 sec.\n",
      "   ====================          ====================\n",
      "                  Total          0.0000 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    },
    {
     "ename": "KeyError",
     "evalue": "\"Extension ('D2IMARR', 1.0) not found.\"",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/util.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    223\u001b[0m             \u001b[0;31m# finally clause is reached.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    224\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 225\u001b[0;31m                 \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    226\u001b[0m             \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    227\u001b[0m                 \u001b[0merrorobj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/astrodrizzle.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(configobj, wcsmap)\u001b[0m\n\u001b[1;32m    179\u001b[0m         \u001b[0mimgObjList\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    180\u001b[0m         \u001b[0mprocSteps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maddStep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Initialization'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 181\u001b[0;31m         \u001b[0mimgObjList\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutwcs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprocessInput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetCommonInput\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconfigobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    182\u001b[0m         \u001b[0mprocSteps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendStep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Initialization'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    183\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36msetCommonInput\u001b[0;34m(configObj, createOutwcs)\u001b[0m\n\u001b[1;32m    204\u001b[0m                                             \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mconfigObj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'group'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    205\u001b[0m                                             \u001b[0mundistort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 206\u001b[0;31m                                             inmemory=virtual)\n\u001b[0m\u001b[1;32m    207\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    208\u001b[0m     \u001b[0;31m# Add original file names as \"hidden\" attributes of imageObject\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36mcreateImageObjectList\u001b[0;34m(files, instrpars, group, undistort, inmemory)\u001b[0m\n\u001b[1;32m    341\u001b[0m     \u001b[0mmt_refimg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    342\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mimg\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 343\u001b[0;31m         \u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_getInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    344\u001b[0m         \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetInstrumentParameters\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minstrpars\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    345\u001b[0m         \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcompute_wcslin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mundistort\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/processInput.py\u001b[0m in \u001b[0;36m_getInputImage\u001b[0;34m(input, group)\u001b[0m\n\u001b[1;32m    420\u001b[0m             \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    421\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'HRC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHRCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 422\u001b[0;31m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'WFC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mWFCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    423\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_detector\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'SBC'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0macsData\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSBCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    424\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0m_instrument\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'NICMOS'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/acsData.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group)\u001b[0m\n\u001b[1;32m     91\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0mWFCInputImage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mACSInputImage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     92\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     94\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfull_shape\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m4096\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2048\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_detector\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_image\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"PRIMARY\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"DETECTOR\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/acsData.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group)\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     18\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgroup\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     20\u001b[0m         \u001b[0;31m# define the cosmic ray bits value to use in the dq array\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     21\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcr_bits_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m4096\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/imageObject.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, group, inmemory)\u001b[0m\n\u001b[1;32m   1070\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1071\u001b[0m                 \u001b[0;31m# build up HSTWCS object for each chip, which will be necessary for drizzling operations\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1072\u001b[0;31m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwcs_functions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_hstwcs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_image\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1073\u001b[0m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdetnum\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbinned\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_detnum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mchip\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1074\u001b[0m                 \u001b[0msci_chip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwcslin_pscale\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1.0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/drizzlepac/wcs_functions.py\u001b[0m in \u001b[0;36mget_hstwcs\u001b[0;34m(filename, hdulist, extnum)\u001b[0m\n\u001b[1;32m    124\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mget_hstwcs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhdulist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    125\u001b[0m     \u001b[0;34m\"\"\" Return the HSTWCS object for a given chip. \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 126\u001b[0;31m     \u001b[0mhdrwcs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwcsutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHSTWCS\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhdulist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mext\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    127\u001b[0m     \u001b[0mhdrwcs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    128\u001b[0m     \u001b[0mhdrwcs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexpname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhdulist\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mextnum\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'expname'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/stwcs/wcsutil/hstwcs.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, fobj, ext, minerr, wcskey)\u001b[0m\n\u001b[1;32m    145\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    146\u001b[0m             WCS.__init__(self, ehdr, fobj=phdu, minerr=self.minerr,\n\u001b[0;32m--> 147\u001b[0;31m                          key=self.wcskey)\n\u001b[0m\u001b[1;32m    148\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minstrument\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'DEFAULT'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    149\u001b[0m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpc2cd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/wcs/wcs.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, header, fobj, key, minerr, relax, naxis, keysel, colsel, fix, translate_units, _do_set)\u001b[0m\n\u001b[1;32m    445\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnaxis\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mest_naxis\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    446\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 447\u001b[0;31m             \u001b[0mdet2im\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_det2im_kw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheader\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminerr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    448\u001b[0m             cpdis = self._read_distortion_kw(\n\u001b[1;32m    449\u001b[0m                 header, fobj, dist='CPDIS', err=minerr)\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/wcs/wcs.py\u001b[0m in \u001b[0;36m_read_det2im_kw\u001b[0;34m(self, header, fobj, err)\u001b[0m\n\u001b[1;32m    798\u001b[0m                     \u001b[0mdp_axis_key\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdp\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34mf'.AXIS.{i:d}'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    799\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdp_axis_key\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 800\u001b[0;31m                         \u001b[0md_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'D2IMARR'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md_extver\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    801\u001b[0m                     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    802\u001b[0m                         \u001b[0md_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'D2IMARR'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0md_extver\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtranspose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    312\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    313\u001b[0m             return self._try_while_unread_hdus(super().__getitem__,\n\u001b[0;32m--> 314\u001b[0;31m                                                self._positive_index_of(key))\n\u001b[0m\u001b[1;32m    315\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    316\u001b[0m             \u001b[0;31m# Raise a more helpful IndexError if the file was not fully read.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36m_positive_index_of\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    767\u001b[0m         \"\"\"\n\u001b[1;32m    768\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 769\u001b[0;31m         \u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex_of\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    770\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    771\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mindex\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/io/fits/hdu/hdulist.py\u001b[0m in \u001b[0;36mindex_of\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    748\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    749\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mfound\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 750\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf'Extension {key!r} not found.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    751\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    752\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mfound\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyError\u001b[0m: \"Extension ('D2IMARR', 1.0) not found.\""
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:47:29.794 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:47:29.796 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.747903268752431  41.24614540377309  \n",
      "CRPIX : 2122.0  2132.5  \n",
      "CD1_1 CD1_2  : 4.956691191937902e-06  -1.2974299479959081e-05  \n",
      "CD2_1 CD2_2  : -1.2974299479959081e-05  -4.956691191937902e-06  \n",
      "NAXIS : 4244  4265\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2169 Mb.\n",
      "*  Output image size:       4244 X 4265 pixels. \n",
      "*  Output image file:       ~ 207 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:47:31.525 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:47:31.528 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:47:33.079 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:47:33.080 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:47:33.450998\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jbf312f0q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf312f0q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf312f0q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbf312f3q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf312f3q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf312f3q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbf312f6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf312f6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf312f6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbf312faq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbf312faq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbf312faq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jbf312f0q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 15.0 [s]\n",
      "             Conversion factor (data->brightness):  26.666666666666664\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 15.0 [s]\n",
      "             Conversion factor (data->brightness):  26.666666666666664\n",
      "\n",
      "   *   Image: jbf312f3q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 350.0 [s]\n",
      "             Conversion factor (data->brightness):  1.1428571428571428\n",
      "\n",
      "   *   Image: jbf312f6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 700.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5714285714285714\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 700.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5714285714285714\n",
      "\n",
      "   *   Image: jbf312faq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 455.0 [s]\n",
      "             Conversion factor (data->brightness):  0.879120879120879\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 455.0 [s]\n",
      "             Conversion factor (data->brightness):  0.879120879120879\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jbf312f0q_flc.fits['SCI',1,2]'  --  SKY = 790.320078531901 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 29.637   NEW MDRIZSKY = 29.637\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 29.637   NEW MDRIZSKY = 29.637\n",
      "   *   Image:   'jbf312f3q_flc.fits['SCI',1,2]'  --  SKY = 793.6503208705357 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 694.444   NEW MDRIZSKY = 694.444\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 694.444   NEW MDRIZSKY = 694.444\n",
      "   *   Image:   'jbf312f6q_flc.fits['SCI',1,2]'  --  SKY = 806.4671456473213 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 1411.32   NEW MDRIZSKY = 1411.32\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 1411.32   NEW MDRIZSKY = 1411.32\n",
      "   *   Image:   'jbf312faq_flc.fits['SCI',1,2]'  --  SKY = 811.6309666895603 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 923.23   NEW MDRIZSKY = 923.23\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 923.23   NEW MDRIZSKY = 923.23\n",
      "***** skymatch ended on 2020-06-29 21:47:36.243219\n",
      "TOTAL RUN TIME: 0:00:02.792221\n",
      "==== Processing Step Subtract Sky finished at 21:47:36.698 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:47:36.699 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.747903268752431  41.24614540377309  \n",
      "CRPIX : 2122.0  2132.5  \n",
      "CD1_1 CD1_2  : 4.956691191937902e-06  -1.2974299479959081e-05  \n",
      "CD2_1 CD2_2  : -1.2974299479959081e-05  -4.956691191937902e-06  \n",
      "NAXIS : 4244  4265\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:47:40.715 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:47:40.7 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_flc.fits' is 29.63700294494629\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_flc.fits' is 694.4440307617188\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_flc.fits' is 1411.3175048828125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_flc.fits' is 923.230224609375\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:47:48.173 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:47:48.174 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:48:00.308 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:48:00.309 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f0q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f3q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312faq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12/jbf312f6q_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:48:04.408 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:48:04.416 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.747903268752431  41.24614540377309  \n",
      "CRPIX : 2122.0  2132.5  \n",
      "CD1_1 CD1_2  : 4.956691191937902e-06  -1.2974299479959081e-05  \n",
      "CD2_1 CD2_2  : -1.2974299479959081e-05  -4.956691191937902e-06  \n",
      "NAXIS : 4244  4265\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:48:25.415 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:48:25.41 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.7292 sec.\n",
      "            Static Mask          1.5517 sec.\n",
      "           Subtract Sky          3.6173 sec.\n",
      "       Separate Drizzle          4.0161 sec.\n",
      "          Create Median          7.4557 sec.\n",
      "                   Blot          12.1333 sec.\n",
      "                Driz_CR          4.0990 sec.\n",
      "          Final Drizzle          20.9990 sec.\n",
      "   ====================          ====================\n",
      "                  Total          55.6013 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:48:25.638 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:48:25.64 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.609459102046856  40.85761399573284  \n",
      "CRPIX : 2106.0  2126.0  \n",
      "CD1_1 CD1_2  : -1.004029124359348e-05  9.59655075075005e-06  \n",
      "CD2_1 CD2_2  : 9.59655075075005e-06  1.004029124359348e-05  \n",
      "NAXIS : 4212  4252\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1075 Mb.\n",
      "*  Output image size:       4212 X 4252 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:48:26.4 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:48:26.43 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:48:27.345 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:48:27.346 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:48:27.579000\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jcnw11muq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcnw11muq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcnw11muq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jcnw11mxq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jcnw11mxq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jcnw11mxq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jcnw11muq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 419.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9546539379474939\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 419.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9546539379474939\n",
      "\n",
      "   *   Image: jcnw11mxq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 503.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7952286282306162\n",
      "       EXT = 'SCI',2\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             Data units type: COUNTS\n",
      "             EXPTIME: 503.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7952286282306162\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jcnw11muq_flc.fits['SCI',1,2]'  --  SKY = 96.28626566229116 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 100.86   NEW MDRIZSKY = 100.86\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 100.86   NEW MDRIZSKY = 100.86\n",
      "   *   Image:   'jcnw11mxq_flc.fits['SCI',1,2]'  --  SKY = 90.89133412416128 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 114.296   NEW MDRIZSKY = 114.296\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 114.296   NEW MDRIZSKY = 114.296\n",
      "***** skymatch ended on 2020-06-29 21:48:29.039621\n",
      "TOTAL RUN TIME: 0:00:01.460621\n",
      "==== Processing Step Subtract Sky finished at 21:48:29.253 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:48:29.254 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.609459102046856  40.85761399573284  \n",
      "CRPIX : 2106.0  2126.0  \n",
      "CD1_1 CD1_2  : -1.004029124359348e-05  9.59655075075005e-06  \n",
      "CD2_1 CD2_2  : 9.59655075075005e-06  1.004029124359348e-05  \n",
      "NAXIS : 4212  4252\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:48:32.44 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:48:32.449 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_flc.fits' is 100.85986328125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_flc.fits' is 114.29585266113281\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:48:36.751 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:48:36.752 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:48:42.239 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:48:42.240 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11mxq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11/jcnw11muq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:48:45.228 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:48:45.236 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 10.609459102046856  40.85761399573284  \n",
      "CRPIX : 2106.0  2126.0  \n",
      "CD1_1 CD1_2  : -1.004029124359348e-05  9.59655075075005e-06  \n",
      "CD2_1 CD2_2  : 9.59655075075005e-06  1.004029124359348e-05  \n",
      "NAXIS : 4212  4252\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:48:55.640 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:48:55.64 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.7909 sec.\n",
      "            Static Mask          0.9108 sec.\n",
      "           Subtract Sky          1.9074 sec.\n",
      "       Separate Drizzle          3.1916 sec.\n",
      "          Create Median          4.3020 sec.\n",
      "                   Blot          5.4869 sec.\n",
      "                Driz_CR          2.9884 sec.\n",
      "          Final Drizzle          10.4041 sec.\n",
      "   ====================          ====================\n",
      "                  Total          29.9821 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:48:55.743 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:48:55.746 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 296.659181785521  -19.603435565066157  \n",
      "CRPIX : 2110.5  2120.5  \n",
      "CD1_1 CD1_2  : -2.2272530340370466e-06  1.370914215004987e-05  \n",
      "CD2_1 CD2_2  : 1.370914215004987e-05  2.2272530340370466e-06  \n",
      "NAXIS : 4221  4241\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2150 Mb.\n",
      "*  Output image size:       4221 X 4241 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:48:57.417 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:48:57.420 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:48:59.041 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:48:59.042 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:48:59.478481\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8iy4bduq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8iy4bduq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8iy4bduq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8iy4be1q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8iy4be1q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8iy4be1q_skymatch_mask_sci2.fits[0]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   **  Input image: 'j8iy4be6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8iy4be6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8iy4be6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8iy4becq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8iy4becq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8iy4becq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8iy4bduq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "\n",
      "   *   Image: j8iy4be1q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "\n",
      "   *   Image: j8iy4be6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "\n",
      "   *   Image: j8iy4becq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 400.0 [s]\n",
      "             Conversion factor (data->brightness):  0.9999999999999999\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8iy4bduq_flc.fits['SCI',1,2]'  --  SKY = 41.04233169555663 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 41.0423   NEW MDRIZSKY = 41.0423\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 41.0423   NEW MDRIZSKY = 41.0423\n",
      "   *   Image:   'j8iy4be1q_flc.fits['SCI',1,2]'  --  SKY = 39.58424758911132 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 39.5842   NEW MDRIZSKY = 39.5842\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 39.5842   NEW MDRIZSKY = 39.5842\n",
      "   *   Image:   'j8iy4be6q_flc.fits['SCI',1,2]'  --  SKY = 42.574878692626946 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 42.5749   NEW MDRIZSKY = 42.5749\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 42.5749   NEW MDRIZSKY = 42.5749\n",
      "   *   Image:   'j8iy4becq_flc.fits['SCI',1,2]'  --  SKY = 39.171436309814446 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 39.1714   NEW MDRIZSKY = 39.1714\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 39.1714   NEW MDRIZSKY = 39.1714\n",
      "***** skymatch ended on 2020-06-29 21:49:02.487237\n",
      "TOTAL RUN TIME: 0:00:03.008756\n",
      "==== Processing Step Subtract Sky finished at 21:49:02.927 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:49:02.928 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 296.659181785521  -19.603435565066157  \n",
      "CRPIX : 2110.5  2120.5  \n",
      "CD1_1 CD1_2  : -2.2272530340370466e-06  1.370914215004987e-05  \n",
      "CD2_1 CD2_2  : 1.370914215004987e-05  2.2272530340370466e-06  \n",
      "NAXIS : 4221  4241\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:49:06.921 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:49:06.92 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_flc.fits' is 41.04233169555664\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_flc.fits' is 39.58424758911133\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_flc.fits' is 42.57487869262695\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_flc.fits' is 39.17143630981445\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:49:14.392 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:49:14.393 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:49:26.370 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:49:26.371 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4bduq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be1q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4be6q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b/j8iy4becq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:49:30.331 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:49:30.338 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 296.659181785521  -19.603435565066157  \n",
      "CRPIX : 2110.5  2120.5  \n",
      "CD1_1 CD1_2  : -2.2272530340370466e-06  1.370914215004987e-05  \n",
      "CD2_1 CD2_2  : 1.370914215004987e-05  2.2272530340370466e-06  \n",
      "NAXIS : 4221  4241\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:49:50.863 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:49:50.865 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6717 sec.\n",
      "            Static Mask          1.6210 sec.\n",
      "           Subtract Sky          3.8850 sec.\n",
      "       Separate Drizzle          3.9921 sec.\n",
      "          Create Median          7.4686 sec.\n",
      "                   Blot          11.9773 sec.\n",
      "                Driz_CR          3.9592 sec.\n",
      "          Final Drizzle          20.5245 sec.\n",
      "   ====================          ====================\n",
      "                  Total          55.0995 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:49:51.062 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:49:51.065 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 296.6587761206798  -19.60324934661028  \n",
      "CRPIX : 2110.5  2148.0  \n",
      "CD1_1 CD1_2  : -1.953271974352062e-06  1.3750853179425341e-05  \n",
      "CD2_1 CD2_2  : 1.3750853179425341e-05  1.953271974352062e-06  \n",
      "NAXIS : 4221  4296\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 1086 Mb.\n",
      "*  Output image size:       4221 X 4296 pixels. \n",
      "*  Output image file:       ~ 207 Mb. \n",
      "*  Cores available:         4\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:49:51.976 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:49:51.979 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:49:52.918 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:49:52.919 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:49:53.145682\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8iy6dbqq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8iy6dbqq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8iy6dbqq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8iy6dbvq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8iy6dbvq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8iy6dbvq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8iy6dbqq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 600.0 [s]\n",
      "             Conversion factor (data->brightness):  0.6666666666666665\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 600.0 [s]\n",
      "             Conversion factor (data->brightness):  0.6666666666666665\n",
      "\n",
      "   *   Image: j8iy6dbvq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 600.0 [s]\n",
      "             Conversion factor (data->brightness):  0.6666666666666665\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 600.0 [s]\n",
      "             Conversion factor (data->brightness):  0.6666666666666665\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8iy6dbqq_flc.fits['SCI',1,2]'  --  SKY = 37.41583251953124 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 56.1237   NEW MDRIZSKY = 56.1237\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 56.1237   NEW MDRIZSKY = 56.1237\n",
      "   *   Image:   'j8iy6dbvq_flc.fits['SCI',1,2]'  --  SKY = 36.85261027018228 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 55.2789   NEW MDRIZSKY = 55.2789\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 55.2789   NEW MDRIZSKY = 55.2789\n",
      "***** skymatch ended on 2020-06-29 21:49:54.754817\n",
      "TOTAL RUN TIME: 0:00:01.609135\n",
      "==== Processing Step Subtract Sky finished at 21:49:54.993 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:49:54.994 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 296.6587761206798  -19.60324934661028  \n",
      "CRPIX : 2110.5  2148.0  \n",
      "CD1_1 CD1_2  : -1.953271974352062e-06  1.3750853179425341e-05  \n",
      "CD2_1 CD2_2  : 1.3750853179425341e-05  1.953271974352062e-06  \n",
      "NAXIS : 4221  4296\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_single_wht.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step Separate Drizzle finished at 21:49:57.950 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:49:57.954 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_flc.fits' is 56.123748779296875\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_flc.fits' is 55.27891540527344\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:50:02.422 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:50:02.42 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:50:08.13 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:50:08.137 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbqq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d/j8iy6dbvq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:50:11.154 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:50:11.161 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 296.6587761206798  -19.60324934661028  \n",
      "CRPIX : 2110.5  2148.0  \n",
      "CD1_1 CD1_2  : -1.953271974352062e-06  1.3750853179425341e-05  \n",
      "CD2_1 CD2_2  : 1.3750853179425341e-05  1.953271974352062e-06  \n",
      "NAXIS : 4221  4296\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:50:22.059 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:50:22.061 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          0.9111 sec.\n",
      "            Static Mask          0.9386 sec.\n",
      "           Subtract Sky          2.0740 sec.\n",
      "       Separate Drizzle          2.9565 sec.\n",
      "          Create Median          4.4683 sec.\n",
      "                   Blot          5.7125 sec.\n",
      "                Driz_CR          3.0170 sec.\n",
      "          Final Drizzle          10.8982 sec.\n",
      "   ====================          ====================\n",
      "                  Total          30.9762 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:50:22.167 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:50:22.16 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 150.67386384385944  2.5938625401367217  \n",
      "CRPIX : 2112.0  2211.0  \n",
      "CD1_1 CD1_2  : 2.411613805671565e-06  1.3677914805268951e-05  \n",
      "CD2_1 CD2_2  : 1.3677914805268951e-05  -2.411613805671565e-06  \n",
      "NAXIS : 4224  4422\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2222 Mb.\n",
      "*  Output image size:       4224 X 4422 pixels. \n",
      "*  Output image file:       ~ 213 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:50:23.959 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:50:23.962 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:50:25.608 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:50:25.609 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:50:26.128634\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8xi01vxq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8xi01vxq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8xi01vxq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8xi01w0q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8xi01w0q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8xi01w0q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8xi01w3q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8xi01w3q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8xi01w3q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8xi01w7q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8xi01w7q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8xi01w7q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8xi01vxq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "\n",
      "   *   Image: j8xi01w0q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "\n",
      "   *   Image: j8xi01w3q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "\n",
      "   *   Image: j8xi01w7q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 507.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7889546351084812\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8xi01vxq_flc.fits['SCI',1,2]'  --  SKY = 40.46372332751633 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 51.2878   NEW MDRIZSKY = 51.2878\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 51.2878   NEW MDRIZSKY = 51.2878\n",
      "   *   Image:   'j8xi01w0q_flc.fits['SCI',1,2]'  --  SKY = 38.373127773668635 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 48.6379   NEW MDRIZSKY = 48.6379\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 48.6379   NEW MDRIZSKY = 48.6379\n",
      "   *   Image:   'j8xi01w3q_flc.fits['SCI',1,2]'  --  SKY = 37.97191792926374 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 48.1294   NEW MDRIZSKY = 48.1294\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 48.1294   NEW MDRIZSKY = 48.1294\n",
      "   *   Image:   'j8xi01w7q_flc.fits['SCI',1,2]'  --  SKY = 38.22562012681829 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 48.451   NEW MDRIZSKY = 48.451\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 48.451   NEW MDRIZSKY = 48.451\n",
      "***** skymatch ended on 2020-06-29 21:50:29.106067\n",
      "TOTAL RUN TIME: 0:00:02.977433\n",
      "==== Processing Step Subtract Sky finished at 21:50:29.547 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:50:29.548 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 150.67386384385944  2.5938625401367217  \n",
      "CRPIX : 2112.0  2211.0  \n",
      "CD1_1 CD1_2  : 2.411613805671565e-06  1.3677914805268951e-05  \n",
      "CD2_1 CD2_2  : 1.3677914805268951e-05  -2.411613805671565e-06  \n",
      "NAXIS : 4224  4422\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:50:33.618 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:50:33.621 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_flc.fits' is 51.287769317626946\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_flc.fits' is 48.637939453125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_flc.fits' is 48.1294059753418\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_flc.fits' is 48.45097351074219\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:50:41.383 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:50:41.384 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:50:52.667 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:50:52.668 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w0q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01vxq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w3q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1/j8xi01w7q_sci2_crmask.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==== Processing Step Driz_CR finished at 21:50:56.734 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:50:56.742 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 150.67386384385944  2.5938625401367217  \n",
      "CRPIX : 2112.0  2211.0  \n",
      "CD1_1 CD1_2  : 2.411613805671565e-06  1.3677914805268951e-05  \n",
      "CD2_1 CD2_2  : 1.3677914805268951e-05  -2.411613805671565e-06  \n",
      "NAXIS : 4224  4422\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:51:17.317 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:51:17.320 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.7894 sec.\n",
      "            Static Mask          1.6465 sec.\n",
      "           Subtract Sky          3.9374 sec.\n",
      "       Separate Drizzle          4.0704 sec.\n",
      "          Create Median          7.7622 sec.\n",
      "                   Blot          11.2822 sec.\n",
      "                Driz_CR          4.0664 sec.\n",
      "          Final Drizzle          20.5756 sec.\n",
      "   ====================          ====================\n",
      "                  Total          55.1300 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:51:17.559 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:51:17.562 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 35.27667044520125  35.93807761369127  \n",
      "CRPIX : 2110.5  2121.0  \n",
      "CD1_1 CD1_2  : 7.667107000495264e-06  -1.1580876685763379e-05  \n",
      "CD2_1 CD2_2  : -1.1580876685763379e-05  -7.667107000495264e-06  \n",
      "NAXIS : 4221  4242\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2151 Mb.\n",
      "*  Output image size:       4221 X 4242 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:51:19.368 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:51:19.371 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:51:21.087 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:51:21.088 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:51:21.539897\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8d416vyq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d416vyq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d416vyq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d416vzq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d416vzq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d416vzq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d416w1q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d416w1q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d416w1q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d416w3q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d416w3q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d416w3q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8d416vyq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d416vzq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d416w1q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d416w3q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8d416vyq_flc.fits['SCI',1,2]'  --  SKY = 43.19783104790581 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 38.878   NEW MDRIZSKY = 38.878\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 38.878   NEW MDRIZSKY = 38.878\n",
      "   *   Image:   'j8d416vzq_flc.fits['SCI',1,2]'  --  SKY = 26.321237352159283 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 23.6891   NEW MDRIZSKY = 23.6891\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 23.6891   NEW MDRIZSKY = 23.6891\n",
      "   *   Image:   'j8d416w1q_flc.fits['SCI',1,2]'  --  SKY = 26.209379831949867 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 23.5884   NEW MDRIZSKY = 23.5884\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 23.5884   NEW MDRIZSKY = 23.5884\n",
      "   *   Image:   'j8d416w3q_flc.fits['SCI',1,2]'  --  SKY = 25.875860850016274 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 23.2883   NEW MDRIZSKY = 23.2883\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 23.2883   NEW MDRIZSKY = 23.2883\n",
      "***** skymatch ended on 2020-06-29 21:51:24.731667\n",
      "TOTAL RUN TIME: 0:00:03.191770\n",
      "==== Processing Step Subtract Sky finished at 21:51:25.205 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:51:25.206 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 35.27667044520125  35.93807761369127  \n",
      "CRPIX : 2110.5  2121.0  \n",
      "CD1_1 CD1_2  : 7.667107000495264e-06  -1.1580876685763379e-05  \n",
      "CD2_1 CD2_2  : -1.1580876685763379e-05  -7.667107000495264e-06  \n",
      "NAXIS : 4221  4242\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_single_wht.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:51:29.459 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:51:29.462 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_flc.fits' is 38.878047943115234\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_flc.fits' is 23.68911361694336\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_flc.fits' is 23.588441848754883\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_flc.fits' is 23.28827476501465\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:51:37.399 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:51:37.400 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:51:49.903 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:51:49.905 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vyq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w1q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416w3q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16/j8d416vzq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:51:54.07 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:51:54.085 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 35.27667044520125  35.93807761369127  \n",
      "CRPIX : 2110.5  2121.0  \n",
      "CD1_1 CD1_2  : 7.667107000495264e-06  -1.1580876685763379e-05  \n",
      "CD2_1 CD2_2  : -1.1580876685763379e-05  -7.667107000495264e-06  \n",
      "NAXIS : 4221  4242\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:52:16.076 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:52:16.078 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.8068 sec.\n",
      "            Static Mask          1.7160 sec.\n",
      "           Subtract Sky          4.1168 sec.\n",
      "       Separate Drizzle          4.2526 sec.\n",
      "          Create Median          7.9374 sec.\n",
      "                   Blot          12.5033 sec.\n",
      "                Driz_CR          4.1717 sec.\n",
      "          Final Drizzle          21.9916 sec.\n",
      "   ====================          ====================\n",
      "                  Total          58.4962 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:52:16.312 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:52:16.314 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 35.27406406909772  35.94031454974085  \n",
      "CRPIX : 2110.0  2121.5  \n",
      "CD1_1 CD1_2  : 1.365677193228775e-05  -2.5285994062679788e-06  \n",
      "CD2_1 CD2_2  : -2.5285994062679788e-06  -1.365677193228775e-05  \n",
      "NAXIS : 4220  4243\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2151 Mb.\n",
      "*  Output image size:       4220 X 4243 pixels. \n",
      "*  Output image file:       ~ 204 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:52:18.087 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:52:18.090 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:52:19.75 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:52:19.756 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:52:20.198242\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j8d414vqq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d414vqq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d414vqq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d414vsq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d414vsq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d414vsq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d414vvq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d414vvq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d414vvq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j8d414vyq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j8d414vyq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j8d414vyq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j8d414vqq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d414vsq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d414vvq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "   *   Image: j8d414vyq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 360.0 [s]\n",
      "             Conversion factor (data->brightness):  1.111111111111111\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j8d414vqq_flc.fits['SCI',1,2]'  --  SKY = 28.874208662245003 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 25.9868   NEW MDRIZSKY = 25.9868\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 25.9868   NEW MDRIZSKY = 25.9868\n",
      "   *   Image:   'j8d414vsq_flc.fits['SCI',1,2]'  --  SKY = 29.058000776502816 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 26.1522   NEW MDRIZSKY = 26.1522\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 26.1522   NEW MDRIZSKY = 26.1522\n",
      "   *   Image:   'j8d414vvq_flc.fits['SCI',1,2]'  --  SKY = 28.97110409206814 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 26.074   NEW MDRIZSKY = 26.074\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 26.074   NEW MDRIZSKY = 26.074\n",
      "   *   Image:   'j8d414vyq_flc.fits['SCI',1,2]'  --  SKY = 30.705299377441403 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 27.6348   NEW MDRIZSKY = 27.6348\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 27.6348   NEW MDRIZSKY = 27.6348\n",
      "***** skymatch ended on 2020-06-29 21:52:23.186450\n",
      "TOTAL RUN TIME: 0:00:02.988208\n",
      "==== Processing Step Subtract Sky finished at 21:52:23.633 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:52:23.635 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 35.27406406909772  35.94031454974085  \n",
      "CRPIX : 2110.0  2121.5  \n",
      "CD1_1 CD1_2  : 1.365677193228775e-05  -2.5285994062679788e-06  \n",
      "CD2_1 CD2_2  : -2.5285994062679788e-06  -1.365677193228775e-05  \n",
      "NAXIS : 4220  4243\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:52:27.620 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:52:27.623 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_flc.fits' is 25.986787796020508\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_flc.fits' is 26.15220069885254\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_flc.fits' is 26.073993682861328\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_flc.fits' is 27.634769439697266\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:52:35.245 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:52:35.247 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:52:47.114 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:52:47.116 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vqq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vvq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vsq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14/j8d414vyq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:52:50.946 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:52:50.954 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 35.27406406909772  35.94031454974085  \n",
      "CRPIX : 2110.0  2121.5  \n",
      "CD1_1 CD1_2  : 1.365677193228775e-05  -2.5285994062679788e-06  \n",
      "CD2_1 CD2_2  : -2.5285994062679788e-06  -1.365677193228775e-05  \n",
      "NAXIS : 4220  4243\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:53:10.898 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:53:10.900 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.7728 sec.\n",
      "            Static Mask          1.6645 sec.\n",
      "           Subtract Sky          3.8776 sec.\n",
      "       Separate Drizzle          3.9857 sec.\n",
      "          Create Median          7.6222 sec.\n",
      "                   Blot          11.8677 sec.\n",
      "                Driz_CR          3.8304 sec.\n",
      "          Final Drizzle          19.9444 sec.\n",
      "   ====================          ====================\n",
      "                  Total          54.5653 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:53:11.089 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:53:11.091 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 13.188555226016065  -26.578731621890075  \n",
      "CRPIX : 2221.0  2245.0  \n",
      "CD1_1 CD1_2  : -5.517011797444945e-07  -1.387792709219103e-05  \n",
      "CD2_1 CD2_2  : -1.387792709219103e-05  5.517011797444945e-07  \n",
      "NAXIS : 4442  4490\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2922 Mb.\n",
      "*  Output image size:       4442 X 4490 pixels. \n",
      "*  Output image file:       ~ 228 Mb. \n",
      "*  Cores available:         10\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:53:13.284 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:53:13.286 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:53:15.1 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:53:15.185 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:53:15.649145\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9l9adajq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l9adajq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l9adajq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l9adalq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l9adalq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l9adalq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l9adanq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l9adanq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l9adanq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l9adapq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l9adapq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l9adapq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l9adarq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l9adarq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l9adarq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9l9adajq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 10.0 [s]\n",
      "             Conversion factor (data->brightness):  39.99999999999999\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 10.0 [s]\n",
      "             Conversion factor (data->brightness):  39.99999999999999\n",
      "\n",
      "   *   Image: j9l9adalq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "   *   Image: j9l9adanq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "   *   Image: j9l9adapq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   *   Image: j9l9adarq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9l9adajq_flc.fits['SCI',1,2]'  --  SKY = 45.96135139465331 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 1.14903   NEW MDRIZSKY = 1.14903\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 1.14903   NEW MDRIZSKY = 1.14903\n",
      "   *   Image:   'j9l9adalq_flc.fits['SCI',1,2]'  --  SKY = 49.85292053222655 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 18.6948   NEW MDRIZSKY = 18.6948\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 18.6948   NEW MDRIZSKY = 18.6948\n",
      "   *   Image:   'j9l9adanq_flc.fits['SCI',1,2]'  --  SKY = 41.834813435872384 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 15.6881   NEW MDRIZSKY = 15.6881\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 15.6881   NEW MDRIZSKY = 15.6881\n",
      "   *   Image:   'j9l9adapq_flc.fits['SCI',1,2]'  --  SKY = 40.42111206054687 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 15.1579   NEW MDRIZSKY = 15.1579\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 15.1579   NEW MDRIZSKY = 15.1579\n",
      "   *   Image:   'j9l9adarq_flc.fits['SCI',1,2]'  --  SKY = 41.88277943929035 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 15.706   NEW MDRIZSKY = 15.706\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 15.706   NEW MDRIZSKY = 15.706\n",
      "***** skymatch ended on 2020-06-29 21:53:19.165641\n",
      "TOTAL RUN TIME: 0:00:03.516496\n",
      "==== Processing Step Subtract Sky finished at 21:53:19.72 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:53:19.725 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 13.188555226016065  -26.578731621890075  \n",
      "CRPIX : 2221.0  2245.0  \n",
      "CD1_1 CD1_2  : -5.517011797444945e-07  -1.387792709219103e-05  \n",
      "CD2_1 CD2_2  : -1.387792709219103e-05  5.517011797444945e-07  \n",
      "NAXIS : 4442  4490\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:53:24.416 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:53:24.419 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_flc.fits' is 1.149033784866333\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_flc.fits' is 18.69484519958496\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_flc.fits' is 15.688055038452147\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_flc.fits' is 15.157917022705078\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_flc.fits' is 15.706042289733885\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:53:34.54 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:53:34.545 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_sci2_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:53:48.570 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:53:48.571 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adanq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adapq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adarq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adajq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad/j9l9adalq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:53:53.765 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:53:53.773 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 13.188555226016065  -26.578731621890075  \n",
      "CRPIX : 2221.0  2245.0  \n",
      "CD1_1 CD1_2  : -5.517011797444945e-07  -1.387792709219103e-05  \n",
      "CD2_1 CD2_2  : -1.387792709219103e-05  5.517011797444945e-07  \n",
      "NAXIS : 4442  4490\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:54:20.966 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:54:20.969 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.1925 sec.\n",
      "            Static Mask          1.8976 sec.\n",
      "           Subtract Sky          4.5390 sec.\n",
      "       Separate Drizzle          4.6914 sec.\n",
      "          Create Median          10.1246 sec.\n",
      "                   Blot          14.0254 sec.\n",
      "                Driz_CR          5.1938 sec.\n",
      "          Final Drizzle          27.1931 sec.\n",
      "   ====================          ====================\n",
      "                  Total          69.8574 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:54:21.251 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:54:21.254 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 13.188402592459674  -26.578861843578945  \n",
      "CRPIX : 2221.0  2244.5  \n",
      "CD1_1 CD1_2  : 9.454470177791906e-06  -1.0174194229772929e-05  \n",
      "CD2_1 CD2_2  : -1.0174194229772929e-05  -9.454470177791906e-06  \n",
      "NAXIS : 4442  4489\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2921 Mb.\n",
      "*  Output image size:       4442 X 4489 pixels. \n",
      "*  Output image file:       ~ 228 Mb. \n",
      "*  Cores available:         10\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:54:23.601 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:54:23.604 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:54:25.756 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:54:25.7 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:54:26.230455\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9l929e6q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l929e6q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l929e6q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l929e8q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l929e8q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l929e8q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l929eaq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l929eaq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l929eaq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l929ecq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l929ecq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l929ecq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l929eeq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l929eeq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l929eeq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9l929e6q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 10.0 [s]\n",
      "             Conversion factor (data->brightness):  39.99999999999999\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 10.0 [s]\n",
      "             Conversion factor (data->brightness):  39.99999999999999\n",
      "\n",
      "   *   Image: j9l929e8q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "   *   Image: j9l929eaq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "   *   Image: j9l929ecq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "   *   Image: j9l929eeq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 150.0 [s]\n",
      "             Conversion factor (data->brightness):  2.666666666666666\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9l929e6q_flc.fits['SCI',1,2]'  --  SKY = 36.475579738616936 (brightness units)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 0.911889   NEW MDRIZSKY = 0.911889\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 0.911889   NEW MDRIZSKY = 0.911889\n",
      "   *   Image:   'j9l929e8q_flc.fits['SCI',1,2]'  --  SKY = 45.056543986002595 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 16.8962   NEW MDRIZSKY = 16.8962\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 16.8962   NEW MDRIZSKY = 16.8962\n",
      "   *   Image:   'j9l929eaq_flc.fits['SCI',1,2]'  --  SKY = 43.455337524414055 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 16.2958   NEW MDRIZSKY = 16.2958\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 16.2958   NEW MDRIZSKY = 16.2958\n",
      "   *   Image:   'j9l929ecq_flc.fits['SCI',1,2]'  --  SKY = 44.95569864908853 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 16.8584   NEW MDRIZSKY = 16.8584\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 16.8584   NEW MDRIZSKY = 16.8584\n",
      "   *   Image:   'j9l929eeq_flc.fits['SCI',1,2]'  --  SKY = 45.4500020345052 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 17.0438   NEW MDRIZSKY = 17.0438\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 17.0438   NEW MDRIZSKY = 17.0438\n",
      "***** skymatch ended on 2020-06-29 21:54:30.055717\n",
      "TOTAL RUN TIME: 0:00:03.825262\n",
      "==== Processing Step Subtract Sky finished at 21:54:30.625 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:54:30.626 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 13.188402592459674  -26.578861843578945  \n",
      "CRPIX : 2221.0  2244.5  \n",
      "CD1_1 CD1_2  : 9.454470177791906e-06  -1.0174194229772929e-05  \n",
      "CD2_1 CD2_2  : -1.0174194229772929e-05  -9.454470177791906e-06  \n",
      "NAXIS : 4442  4489\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:54:35.817 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:54:35.820 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_flc.fits' is 0.9118894934654236\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_flc.fits' is 16.896203994750977\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_flc.fits' is 16.295751571655273\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_flc.fits' is 16.858386993408203\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_flc.fits' is 17.043750762939453\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:54:46.88 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:54:46.883 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_sci1_blt.fits\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:55:01.836 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:55:01.837 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e6q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eaq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929e8q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929eeq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29/j9l929ecq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:55:06.131 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:55:06.139 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 13.188402592459674  -26.578861843578945  \n",
      "CRPIX : 2221.0  2244.5  \n",
      "CD1_1 CD1_2  : 9.454470177791906e-06  -1.0174194229772929e-05  \n",
      "CD2_1 CD2_2  : -1.0174194229772929e-05  -9.454470177791906e-06  \n",
      "NAXIS : 4442  4489\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:55:32.075 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:55:32.0 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.3471 sec.\n",
      "            Static Mask          2.1527 sec.\n",
      "           Subtract Sky          4.8679 sec.\n",
      "       Separate Drizzle          5.1907 sec.\n",
      "          Create Median          11.0621 sec.\n",
      "                   Blot          14.9526 sec.\n",
      "                Driz_CR          4.2942 sec.\n",
      "          Final Drizzle          25.9364 sec.\n",
      "   ====================          ====================\n",
      "                  Total          70.8037 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:55:32.308 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:55:32.311 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 323.3613442921229  -0.8232895923190658  \n",
      "CRPIX : 2260.0  2286.0  \n",
      "CD1_1 CD1_2  : 2.8777168341158265e-06  -1.3587493528629468e-05  \n",
      "CD2_1 CD2_2  : -1.3587493528629468e-05  -2.8777168341158265e-06  \n",
      "NAXIS : 4520  4572\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 3605 Mb.\n",
      "*  Output image size:       4520 X 4572 pixels. \n",
      "*  Output image file:       ~ 236 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:55:35.222 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:55:35.225 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:55:37.674 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:55:37.675 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:55:38.272836\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'j9l952nkq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l952nkq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l952nkq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l952nlq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l952nlq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l952nlq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l952nnq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l952nnq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l952nnq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l952npq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l952npq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l952npq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l952nrq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l952nrq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l952nrq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'j9l952ntq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: j9l952ntq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: j9l952ntq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: j9l952nkq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 20.0 [s]\n",
      "             Conversion factor (data->brightness):  19.999999999999996\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 20.0 [s]\n",
      "             Conversion factor (data->brightness):  19.999999999999996\n",
      "\n",
      "   *   Image: j9l952nlq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j9l952nnq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j9l952npq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j9l952nrq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "   *   Image: j9l952ntq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 340.0 [s]\n",
      "             Conversion factor (data->brightness):  1.176470588235294\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'j9l952nkq_flc.fits['SCI',1,2]'  --  SKY = 217.84284591674802 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 10.8921   NEW MDRIZSKY = 10.8921\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 10.8921   NEW MDRIZSKY = 10.8921\n",
      "   *   Image:   'j9l952nlq_flc.fits['SCI',1,2]'  --  SKY = 177.7865062040441 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 151.119   NEW MDRIZSKY = 151.119\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 151.119   NEW MDRIZSKY = 151.119\n",
      "   *   Image:   'j9l952nnq_flc.fits['SCI',1,2]'  --  SKY = 184.338181439568 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 156.687   NEW MDRIZSKY = 156.687\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 156.687   NEW MDRIZSKY = 156.687\n",
      "   *   Image:   'j9l952npq_flc.fits['SCI',1,2]'  --  SKY = 175.82311293658086 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 149.45   NEW MDRIZSKY = 149.45\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 149.45   NEW MDRIZSKY = 149.45\n",
      "   *   Image:   'j9l952nrq_flc.fits['SCI',1,2]'  --  SKY = 164.59054385914519 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 139.902   NEW MDRIZSKY = 139.902\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 139.902   NEW MDRIZSKY = 139.902\n",
      "   *   Image:   'j9l952ntq_flc.fits['SCI',1,2]'  --  SKY = 156.8626852596507 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 133.333   NEW MDRIZSKY = 133.333\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 133.333   NEW MDRIZSKY = 133.333\n",
      "***** skymatch ended on 2020-06-29 21:55:42.711758\n",
      "TOTAL RUN TIME: 0:00:04.438922\n",
      "==== Processing Step Subtract Sky finished at 21:55:43.399 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:55:43.40 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 323.3613442921229  -0.8232895923190658  \n",
      "CRPIX : 2260.0  2286.0  \n",
      "CD1_1 CD1_2  : 2.8777168341158265e-06  -1.3587493528629468e-05  \n",
      "CD2_1 CD2_2  : -1.3587493528629468e-05  -2.8777168341158265e-06  \n",
      "NAXIS : 4520  4572\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:55:48.71 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:55:48.714 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_flc.fits' is 10.892142295837402\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_flc.fits' is 151.1185302734375\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_flc.fits' is 156.6874542236328\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_flc.fits' is 149.44964599609375\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_flc.fits' is 139.90196228027344\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_flc.fits' is 133.33328247070312\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:56:02.230 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:56:02.231 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:56:20.084 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:56:20.08 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nkq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952ntq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nlq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nnq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952npq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52/j9l952nrq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:56:25.091 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:56:25.098 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 323.3613442921229  -0.8232895923190658  \n",
      "CRPIX : 2260.0  2286.0  \n",
      "CD1_1 CD1_2  : 2.8777168341158265e-06  -1.3587493528629468e-05  \n",
      "CD2_1 CD2_2  : -1.3587493528629468e-05  -2.8777168341158265e-06  \n",
      "NAXIS : 4520  4572\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:56:56.955 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:56:56.958 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.9109 sec.\n",
      "            Static Mask          2.4492 sec.\n",
      "           Subtract Sky          5.7236 sec.\n",
      "       Separate Drizzle          5.3111 sec.\n",
      "          Create Median          13.5161 sec.\n",
      "                   Blot          17.8534 sec.\n",
      "                Driz_CR          5.0053 sec.\n",
      "          Final Drizzle          31.8579 sec.\n",
      "   ====================          ====================\n",
      "                  Total          84.6275 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:56:57.253 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:56:57.255 (29/06/2020)\n",
      "\n",
      "##############################################################################\n",
      "#                                                                            #\n",
      "# “minmed” is highly recommended for three images,                           #\n",
      "#  and is good for four to six images,                                       #\n",
      "#  but should be avoided for ten or more images.                             #\n",
      "#                                                                            #\n",
      "##############################################################################\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.95877405764784  -26.60062025699915  \n",
      "CRPIX : 2122.0  2140.5  \n",
      "CD1_1 CD1_2  : -6.083591037529685e-06  -1.2485637935483703e-05  \n",
      "CD2_1 CD2_2  : -1.2485637935483703e-05  6.083591037529685e-06  \n",
      "NAXIS : 4244  4281\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 3263 Mb.\n",
      "*  Output image size:       4244 X 4281 pixels. \n",
      "*  Output image file:       ~ 207 Mb. \n",
      "*  Cores available:         12\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:56:59.951 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:56:59.953 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:57:02.162 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:57:02.163 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:57:02.724052\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jbqj01icq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj01icq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj01icq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj01ihq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj01ihq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj01ihq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj01ivq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj01ivq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj01ivq_skymatch_mask_sci2.fits[0]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "   **  Input image: 'jbqj01j0q_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj01j0q_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj01j0q_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj01jhq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj01jhq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj01jhq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj01jmq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj01jmq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj01jmq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jbqj01icq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 860.0 [s]\n",
      "             Conversion factor (data->brightness):  0.4651162790697674\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 860.0 [s]\n",
      "             Conversion factor (data->brightness):  0.4651162790697674\n",
      "\n",
      "   *   Image: jbqj01ihq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 880.0 [s]\n",
      "             Conversion factor (data->brightness):  0.4545454545454545\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 880.0 [s]\n",
      "             Conversion factor (data->brightness):  0.4545454545454545\n",
      "\n",
      "   *   Image: jbqj01ivq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 780.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5128205128205128\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 780.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5128205128205128\n",
      "\n",
      "   *   Image: jbqj01j0q_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 890.0 [s]\n",
      "             Conversion factor (data->brightness):  0.44943820224719094\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 890.0 [s]\n",
      "             Conversion factor (data->brightness):  0.44943820224719094\n",
      "\n",
      "   *   Image: jbqj01jhq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 890.0 [s]\n",
      "             Conversion factor (data->brightness):  0.44943820224719094\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 890.0 [s]\n",
      "             Conversion factor (data->brightness):  0.44943820224719094\n",
      "\n",
      "   *   Image: jbqj01jmq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 790.0 [s]\n",
      "             Conversion factor (data->brightness):  0.5063291139240506\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jbqj01icq_flc.fits['SCI',1,2]'  --  SKY = 66.48103226062862 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 142.934   NEW MDRIZSKY = 142.934\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 142.934   NEW MDRIZSKY = 142.934\n",
      "   *   Image:   'jbqj01ihq_flc.fits['SCI',1,2]'  --  SKY = 67.03407287597655 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 147.475   NEW MDRIZSKY = 147.475\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 147.475   NEW MDRIZSKY = 147.475\n",
      "   *   Image:   'jbqj01ivq_flc.fits['SCI',1,2]'  --  SKY = 66.47939046223958 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 129.635   NEW MDRIZSKY = 129.635\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 129.635   NEW MDRIZSKY = 129.635\n",
      "   *   Image:   'jbqj01j0q_flc.fits['SCI',1,2]'  --  SKY = 67.21408801132372 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 149.551   NEW MDRIZSKY = 149.551\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 149.551   NEW MDRIZSKY = 149.551\n",
      "   *   Image:   'jbqj01jhq_flc.fits['SCI',1,2]'  --  SKY = 67.00816636674858 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 149.093   NEW MDRIZSKY = 149.093\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 149.093   NEW MDRIZSKY = 149.093\n",
      "   *   Image:   'jbqj01jmq_flc.fits['SCI',1,2]'  --  SKY = 66.61757843403876 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 131.57   NEW MDRIZSKY = 131.57\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 131.57   NEW MDRIZSKY = 131.57\n",
      "***** skymatch ended on 2020-06-29 21:57:06.843179\n",
      "TOTAL RUN TIME: 0:00:04.119127\n",
      "==== Processing Step Subtract Sky finished at 21:57:07.546 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:57:07.548 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.95877405764784  -26.60062025699915  \n",
      "CRPIX : 2122.0  2140.5  \n",
      "CD1_1 CD1_2  : -6.083591037529685e-06  -1.2485637935483703e-05  \n",
      "CD2_1 CD2_2  : -1.2485637935483703e-05  6.083591037529685e-06  \n",
      "NAXIS : 4244  4281\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:57:12.627 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:57:12.629 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_flc.fits' is 142.93421936035156\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_flc.fits' is 147.47496032714844\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_flc.fits' is 129.6348114013672\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_flc.fits' is 149.5513458251953\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_flc.fits' is 149.09317016601562\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_flc.fits' is 131.56971740722656\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:57:23.555 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:57:23.556 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:57:40.869 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:57:40.870 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01icq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ihq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01ivq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jhq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01j0q_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1/jbqj01jmq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:57:46.216 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:57:46.225 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.95877405764784  -26.60062025699915  \n",
      "CRPIX : 2122.0  2140.5  \n",
      "CD1_1 CD1_2  : -6.083591037529685e-06  -1.2485637935483703e-05  \n",
      "CD2_1 CD2_2  : -1.2485637935483703e-05  6.083591037529685e-06  \n",
      "NAXIS : 4244  4281\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:58:15.465 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:58:15.467 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          2.6954 sec.\n",
      "            Static Mask          2.2088 sec.\n",
      "           Subtract Sky          5.3835 sec.\n",
      "       Separate Drizzle          5.0792 sec.\n",
      "          Create Median          10.9254 sec.\n",
      "                   Blot          17.3128 sec.\n",
      "                Driz_CR          5.3457 sec.\n",
      "          Final Drizzle          29.2395 sec.\n",
      "   ====================          ====================\n",
      "                  Total          78.1904 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2\n",
      "Setting up logfile :  astrodrizzle.log\n",
      "AstroDrizzle Version 3.1.6 (2020-02-19 16:16:30 -0500) started at: 21:58:15.70 (29/06/2020)\n",
      "\n",
      "==== Processing Step  Initialization  started at  21:58:15.7 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.9587127053217  -26.598137457695845  \n",
      "CRPIX : 2112.5  2125.5  \n",
      "CD1_1 CD1_2  : -6.083613212263225e-06  -1.2485627130884439e-05  \n",
      "CD2_1 CD2_2  : -1.2485627130884439e-05  6.083613212263225e-06  \n",
      "NAXIS : 4225  4251\n",
      "********************************************************************************\n",
      "*\n",
      "*  Estimated memory usage:  up to 2156 Mb.\n",
      "*  Output image size:       4225 X 4251 pixels. \n",
      "*  Output image file:       ~ 205 Mb. \n",
      "*  Cores available:         8\n",
      "*\n",
      "********************************************************************************\n",
      "==== Processing Step Initialization finished at 21:58:17.363 (29/06/2020)\n",
      "==== Processing Step  Static Mask  started at  21:58:17.365 (29/06/2020)\n",
      "\n",
      "==== Processing Step Static Mask finished at 21:58:18.957 (29/06/2020)\n",
      "==== Processing Step  Subtract Sky  started at  21:58:18.958 (29/06/2020)\n",
      "\n",
      "***** skymatch started on 2020-06-29 21:58:19.397426\n",
      "      Version 1.0.5\n",
      "\n",
      "'skymatch' task will apply computed sky differences to input image file(s).\n",
      "\n",
      "NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).\n",
      "'MDRIZSKY' header keyword will represent sky value *computed* from data.\n",
      "\n",
      "-----  User specified keywords:  -----\n",
      "       Sky Value Keyword:  'MDRIZSKY'\n",
      "       Data Units Keyword: 'BUNIT'\n",
      "\n",
      "\n",
      "-----  Input file list:  -----\n",
      "\n",
      "   **  Input image: 'jbqj02ggq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj02ggq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj02ggq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj02gjq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj02gjq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj02gjq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj02gnq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj02gnq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj02gnq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "   **  Input image: 'jbqj02grq_flc.fits'\n",
      "       EXT: 'SCI',1;\tMASK: jbqj02grq_skymatch_mask_sci1.fits[0]\n",
      "       EXT: 'SCI',2;\tMASK: jbqj02grq_skymatch_mask_sci2.fits[0]\n",
      "\n",
      "-----  Sky statistics parameters:  -----\n",
      "       statistics function: 'median'\n",
      "       lower = None\n",
      "       upper = None\n",
      "       nclip = 5\n",
      "       lsigma = 4.0\n",
      "       usigma = 4.0\n",
      "       binwidth = 0.1\n",
      "\n",
      "-----  Data->Brightness conversion parameters for input files:  -----\n",
      "\n",
      "   *   Image: jbqj02ggq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 475.0 [s]\n",
      "             Conversion factor (data->brightness):  0.8421052631578946\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 475.0 [s]\n",
      "             Conversion factor (data->brightness):  0.8421052631578946\n",
      "\n",
      "   *   Image: jbqj02gjq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 557.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7181328545780968\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 557.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7181328545780968\n",
      "\n",
      "   *   Image: jbqj02gnq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 557.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7181328545780968\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 557.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7181328545780968\n",
      "\n",
      "   *   Image: jbqj02grq_flc.fits\n",
      "       EXT = 'SCI',1\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 557.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7181328545780968\n",
      "       EXT = 'SCI',2\n",
      "             Data units type: COUNTS\n",
      "             EXPTIME: 557.0 [s]\n",
      "             Conversion factor (data->brightness):  0.7181328545780968\n",
      "\n",
      "\n",
      "-----  Computing sky values requested image extensions (detector chips):  -----\n",
      "\n",
      "   *   Image:   'jbqj02ggq_flc.fits['SCI',1,2]'  --  SKY = 67.72997404399669 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 80.4293   NEW MDRIZSKY = 80.4293\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 80.4293   NEW MDRIZSKY = 80.4293\n",
      "   *   Image:   'jbqj02gjq_flc.fits['SCI',1,2]'  --  SKY = 67.35871073587577 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 93.797   NEW MDRIZSKY = 93.797\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 93.797   NEW MDRIZSKY = 93.797\n",
      "   *   Image:   'jbqj02gnq_flc.fits['SCI',1,2]'  --  SKY = 67.35248120511669 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 93.7883   NEW MDRIZSKY = 93.7883\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 93.7883   NEW MDRIZSKY = 93.7883\n",
      "   *   Image:   'jbqj02grq_flc.fits['SCI',1,2]'  --  SKY = 73.3166021761389 (brightness units)\n",
      "       Sky change (data units):\n",
      "      - EXT = 'SCI',1   delta(MDRIZSKY) = 102.093   NEW MDRIZSKY = 102.093\n",
      "      - EXT = 'SCI',2   delta(MDRIZSKY) = 102.093   NEW MDRIZSKY = 102.093\n",
      "***** skymatch ended on 2020-06-29 21:58:22.210961\n",
      "TOTAL RUN TIME: 0:00:02.813535\n",
      "==== Processing Step Subtract Sky finished at 21:58:22.700 (29/06/2020)\n",
      "==== Processing Step  Separate Drizzle  started at  21:58:22.701 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.9587127053217  -26.598137457695845  \n",
      "CRPIX : 2112.5  2125.5  \n",
      "CD1_1 CD1_2  : -6.083613212263225e-06  -1.2485627130884439e-05  \n",
      "CD2_1 CD2_2  : -1.2485627130884439e-05  6.083613212263225e-06  \n",
      "NAXIS : 4225  4251\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_single_sci.fits\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_single_sci.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_single_wht.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_single_wht.fits\n",
      "==== Processing Step Separate Drizzle finished at 21:58:26.520 (29/06/2020)\n",
      "==== Processing Step  Create Median  started at  21:58:26.523 (29/06/2020)\n",
      "\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_flc.fits' is 80.42934417724608\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_flc.fits' is 93.79700469970703\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_flc.fits' is 93.788330078125\n",
      "reference sky value for image '/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_flc.fits' is 102.09336853027344\n",
      "Saving output median image to: 'final_med.fits'\n",
      "==== Processing Step Create Median finished at 21:58:33.854 (29/06/2020)\n",
      "==== Processing Step  Blot  started at  21:58:33.855 (29/06/2020)\n",
      "\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_flc.fits[sci,2]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_sci2_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_flc.fits[sci,1]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_sci1_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_sci1_blt.fits\n",
      "    Blot: creating blotted image:  /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_flc.fits[sci,2]\n",
      "Using default C-based coordinate transformation...\n",
      "-Generating simple FITS output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_sci2_blt.fits\n",
      "Writing out image to disk: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_sci2_blt.fits\n",
      "==== Processing Step Blot finished at 21:58:44.954 (29/06/2020)\n",
      "==== Processing Step  Driz_CR  started at  21:58:44.95 (29/06/2020)\n",
      "\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_sci1_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02ggq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gnq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02grq_sci2_crmask.fits\n",
      "Creating output: /Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2/jbqj02gjq_sci2_crmask.fits\n",
      "==== Processing Step Driz_CR finished at 21:58:48.728 (29/06/2020)\n",
      "==== Processing Step  Final Drizzle  started at  21:58:48.737 (29/06/2020)\n",
      "\n",
      "WCS Keywords\n",
      "\n",
      "Number of WCS axes: 2\n",
      "CTYPE : 'RA---TAN'  'DEC--TAN'  \n",
      "CRVAL : 245.9587127053217  -26.598137457695845  \n",
      "CRPIX : 2112.5  2125.5  \n",
      "CD1_1 CD1_2  : -6.083613212263225e-06  -1.2485627130884439e-05  \n",
      "CD2_1 CD2_2  : -1.2485627130884439e-05  6.083613212263225e-06  \n",
      "NAXIS : 4225  4251\n",
      "-Generating simple FITS output: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_sci.fits\n",
      "Writing out image to disk: final_drc_wht.fits\n",
      "Writing out image to disk: final_drc_ctx.fits\n",
      "==== Processing Step Final Drizzle finished at 21:59:08.495 (29/06/2020)\n",
      "\n",
      "AstroDrizzle Version 3.1.6 is finished processing at 21:59:08.497 (29/06/2020).\n",
      "\n",
      "\n",
      "\n",
      "   --------------------          --------------------\n",
      "                   Step          Elapsed time\n",
      "   --------------------          --------------------\n",
      "\n",
      "         Initialization          1.6583 sec.\n",
      "            Static Mask          1.5918 sec.\n",
      "           Subtract Sky          3.7419 sec.\n",
      "       Separate Drizzle          3.8191 sec.\n",
      "          Create Median          7.3312 sec.\n",
      "                   Blot          11.0986 sec.\n",
      "                Driz_CR          3.7732 sec.\n",
      "          Final Drizzle          19.7582 sec.\n",
      "   ====================          ====================\n",
      "                  Total          52.7723 sec.\n",
      "\n",
      "Trailer file written to:  astrodrizzle.log\n"
     ]
    }
   ],
   "source": [
    "for prop_id in os.listdir(f814_dir):\n",
    "    sub_dir = os.path.join(f814_dir,prop_id)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        if prop_id != 'mastDownload':\n",
    "            for visit_num in os.listdir(sub_dir):\n",
    "                if visit_num != '.DS_Store':\n",
    "                    subsub_dir = os.path.join(sub_dir,visit_num)\n",
    "                    print(subsub_dir)\n",
    "                    drizzle_path = subsub_dir + '/*flc.fits'\n",
    "                    try:\n",
    "                        astrodrizzle.AstroDrizzle(drizzle_path)\n",
    "                    except:\n",
    "                        pass\n",
    "                    remove_extra(subsub_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bad Pixel Masks and Saturation Masks - Getting Bad pixel masks and saturation masks"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Test set\n",
    "* F435W - j6lp05010, jbfla3010, jc8mb1010, jcoy03020\n",
    "* F606W - jc3f01010, j96q03010, jcdm95020, jb1605010\n",
    "* F814W - j8xi01010, jcnw11010, j9l952020, jbqj01030"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "training_data = {}\n",
    "test_data = {}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/5\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10260/7\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10407/3\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/11586/5\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14235/18\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/4\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13375/7\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13057/1\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/14343/1\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/3\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10146/4\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/13364/95\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/13\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f606w/10190/28\n",
      "test: False\n"
     ]
    }
   ],
   "source": [
    "for prop_id in os.listdir(f606_dir):\n",
    "    if prop_id == 'mastDownload':\n",
    "        continue\n",
    "    sub_dir = os.path.join(f606_dir,prop_id)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        n_vis = !ls $sub_dir\n",
    "        for vis in n_vis:\n",
    "            if (prop_id == '13057' and vis == '1') or (prop_id == '10407' and vis == '3') or (prop_id == '13364' and vis == '95') or (prop_id == '11586' and vis == '5'):\n",
    "                test = True\n",
    "            else:\n",
    "                test = False\n",
    "            subsub_dir = os.path.join(sub_dir,vis)\n",
    "            print(subsub_dir)\n",
    "            print(f'test: {test}')\n",
    "            fits_files = !ls $subsub_dir\n",
    "            for file in fits_files:\n",
    "                if '_crmask.fits' not in file:\n",
    "                    fits_dir = os.path.join(subsub_dir, file)\n",
    "                    with fits.open(fits_dir) as hdul:\n",
    "                        dq = hdul[3].data\n",
    "                        img = hdul[1].data\n",
    "                        sat = img > 70000\n",
    "                        dq = (dq & 256) & (dq & 2048) == 0\n",
    "\n",
    "                        img2 = hdul[4].data\n",
    "                        sat2 = img2 > 70000\n",
    "                        dq2 = hdul[6].data\n",
    "                        dq2 = (dq2 & 256) & (dq2 & 2048) == 0\n",
    "\n",
    "                    f_crmask = fits_dir.replace('_flc.fits','_sci1_crmask.fits')\n",
    "                    f_crmask2 = fits_dir.replace('_flc.fits','_sci2_crmask.fits')\n",
    "                    crmask = fits.getdata(f_crmask)\n",
    "                    crmask2 = fits.getdata(f_crmask2)\n",
    "\n",
    "                    ign1 = dq | sat\n",
    "                    ign2 = dq2 | sat2\n",
    "\n",
    "                    if test:\n",
    "                        test_data[f'{file}_1'] = (img, crmask, ign1)\n",
    "                        test_data[f'{file}_2'] = (img2, crmask2, ign2)\n",
    "                    else:\n",
    "                        training_data[f'{file}_1'] = (img, crmask, ign1)\n",
    "                        training_data[f'{file}_2'] = (img2, crmask2, ign2)\n",
    "\n",
    "                    del dq, img, sat, crmask, dq2, img2, sat2, crmask2, ign1, ign2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9490/a3\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/2\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10595/7\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/12103/a3\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/1\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/3\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10631/4\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/2\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13737/3\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/2\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/10760/4\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/1\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/3\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/9442/5\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f435w/13498/b1\n",
      "test: True\n"
     ]
    }
   ],
   "source": [
    "for prop_id in os.listdir(f435_dir):\n",
    "    if prop_id == 'mastDownload':\n",
    "        continue\n",
    "    sub_dir = os.path.join(f435_dir,prop_id)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        n_vis = !ls $sub_dir\n",
    "        for vis in n_vis:\n",
    "            if (prop_id == '9442' and vis == '5') or (prop_id == '12103' and vis == 'a3') or (prop_id == '13498' and vis == 'b1') or (prop_id == '13737' and vis == '3'):\n",
    "                test = True\n",
    "            else:\n",
    "                test = False\n",
    "            subsub_dir = os.path.join(sub_dir,vis)\n",
    "            print(subsub_dir)\n",
    "            print(f'test: {test}')\n",
    "            fits_files = !ls $subsub_dir\n",
    "            for file in fits_files:\n",
    "                if '_crmask.fits' not in file:\n",
    "                    fits_dir = os.path.join(subsub_dir, file)\n",
    "                    with fits.open(fits_dir) as hdul:\n",
    "                        dq = hdul[3].data\n",
    "                        img = hdul[1].data\n",
    "                        sat = img > 70000\n",
    "                        dq = (dq & 256) & (dq & 2048) == 0\n",
    "\n",
    "                        img2 = hdul[4].data\n",
    "                        sat2 = img2 > 70000\n",
    "                        dq2 = hdul[6].data\n",
    "                        dq2 = (dq2 & 256) & (dq2 & 2048) == 0\n",
    "\n",
    "                    f_crmask = fits_dir.replace('_flc.fits','_sci1_crmask.fits')\n",
    "                    f_crmask2 = fits_dir.replace('_flc.fits','_sci2_crmask.fits')\n",
    "                    crmask = fits.getdata(f_crmask)\n",
    "                    crmask2 = fits.getdata(f_crmask2)\n",
    "\n",
    "                    ign1 = dq | sat\n",
    "                    ign2 = dq2 | sat2\n",
    "\n",
    "                    if test:\n",
    "                        test_data[f'{file}_1'] = (img, crmask, ign1)\n",
    "                        test_data[f'{file}_2'] = (img2, crmask2, ign2)\n",
    "                    else:\n",
    "                        training_data[f'{file}_1'] = (img, crmask, ign1)\n",
    "                        training_data[f'{file}_2'] = (img2, crmask2, ign2)\n",
    "\n",
    "                    del dq, img, sat, crmask, dq2, img2, sat2, crmask2, ign1, ign2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9490/a2\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/1\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/12\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12058/16\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/13691/11\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/4b\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9405/6d\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10092/1\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/14\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/9450/16\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/29\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/52\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/10775/ad\n",
      "test: False\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/1\n",
      "test: True\n",
      "/Users/jameskwon/Documents/Research/Data/deepcr/f814w/12602/2\n",
      "test: False\n"
     ]
    }
   ],
   "source": [
    "for prop_id in os.listdir(f814_dir):\n",
    "    if prop_id == 'mastDownload':\n",
    "        continue\n",
    "    sub_dir = os.path.join(f814_dir,prop_id)\n",
    "    if os.path.isdir(sub_dir):\n",
    "        n_vis = !ls $sub_dir\n",
    "        for vis in n_vis:\n",
    "            if (prop_id == '10092' and vis == '1') or (prop_id == '13691' and vis == '11') or (prop_id == '10775' and vis == '52') or (prop_id == '12602' and vis == '1'):\n",
    "                test = True\n",
    "            else:\n",
    "                test = False\n",
    "            subsub_dir = os.path.join(sub_dir,vis)\n",
    "            print(subsub_dir)\n",
    "            print(f'test: {test}')\n",
    "            fits_files = !ls $subsub_dir\n",
    "            for file in fits_files:\n",
    "                if '_crmask.fits' not in file:\n",
    "                    fits_dir = os.path.join(subsub_dir, file)\n",
    "                    with fits.open(fits_dir) as hdul:\n",
    "                        dq = hdul[3].data\n",
    "                        img = hdul[1].data\n",
    "                        sat = img > 70000\n",
    "                        dq = (dq & 256) & (dq & 2048) == 0\n",
    "\n",
    "                        img2 = hdul[4].data\n",
    "                        sat2 = img2 > 70000\n",
    "                        dq2 = hdul[6].data\n",
    "                        dq2 = (dq2 & 256) & (dq2 & 2048) == 0\n",
    "\n",
    "                    f_crmask = fits_dir.replace('_flc.fits','_sci1_crmask.fits')\n",
    "                    f_crmask2 = fits_dir.replace('_flc.fits','_sci2_crmask.fits')\n",
    "                    crmask = fits.getdata(f_crmask)\n",
    "                    crmask2 = fits.getdata(f_crmask2)\n",
    "\n",
    "                    ign1 = dq | sat\n",
    "                    ign2 = dq2 | sat2\n",
    "\n",
    "                    if test:\n",
    "                        test_data[f'{file}_1'] = (img, crmask, ign1)\n",
    "                        test_data[f'{file}_2'] = (img2, crmask2, ign2)\n",
    "                    else:\n",
    "                        training_data[f'{file}_1'] = (img, crmask, ign1)\n",
    "                        training_data[f'{file}_2'] = (img2, crmask2, ign2)\n",
    "\n",
    "                        del dq, img, sat, crmask, dq2, img2, sat2, crmask2, ign1, ign2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 227,
   "metadata": {},
   "outputs": [],
   "source": [
    "np.save('training_data.npy',training_data)\n",
    "np.save('test_data.npy',test_data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Segmentation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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    }
   ],
   "source": [
    "length = 256\n",
    "\n",
    "training_segmented_data = {}\n",
    "for i,pair in enumerate(training_data.items()):\n",
    "    print(f'{i+1}/{len(training_data)}', end = '\\r')\n",
    "    f_name, val = pair\n",
    "    img, mask, ignore = val\n",
    "    y, x = img.shape\n",
    "    y /= length\n",
    "    x /= length\n",
    "    idx = 0\n",
    "    for yy in range(int(y)):\n",
    "        for xx in range(int(x)):\n",
    "            sub_img = img[length*(yy):length*(yy+1),length*(xx):length*(xx+1)]\n",
    "            sub_mask = mask[length*(yy):length*(yy+1),length*(xx):length*(xx+1)]\n",
    "            sub_ignore = ignore[length*(yy):length*(yy+1),length*(xx):length*(xx+1)]\n",
    "            training_segmented_data[f'{f_name}_{idx}'] = sub_img,sub_mask,sub_ignore\n",
    "            idx += 1\n",
    "np.save('training_segmented_data.npy',training_segmented_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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    }
   ],
   "source": [
    "length = 256\n",
    "\n",
    "test_segmented_data = {}\n",
    "for i,pair in enumerate(test_data.items()):\n",
    "    print(f'{i+1}/{len(test_data)}', end = '\\r')\n",
    "    f_name, val = pair\n",
    "    img, mask, ignore = val\n",
    "    y, x = img.shape\n",
    "    y /= length\n",
    "    x /= length\n",
    "    idx = 0\n",
    "    for yy in range(int(y)):\n",
    "        for xx in range(int(x)):\n",
    "            sub_img = img[length*(yy):length*(yy+1),length*(xx):length*(xx+1)]\n",
    "            sub_mask = mask[length*(yy):length*(yy+1),length*(xx):length*(xx+1)]\n",
    "            sub_ignore = ignore[length*(yy):length*(yy+1),length*(xx):length*(xx+1)]\n",
    "            test_segmented_data[f'{f_name}_{idx}'] = sub_img,sub_mask,sub_ignore\n",
    "            idx += 1\n",
    "np.save('test_segmented_data.npy',test_segmented_data)"
   ]
  }
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