Notebooks/A04_SNUO1Mpy_Tutorial.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This notebook was generated at 2019-07-03 11:41:26 (KST = GMT+0900) \n",
      "0 Python     3.7.3 64bit [Clang 4.0.1 (tags/RELEASE_401/final)]\n",
      "1 IPython    6.5.0\n",
      "2 OS         Darwin 18.6.0 x86_64 i386 64bit\n",
      "3 scipy      1.2.1\n",
      "4 numpy      1.16.4\n",
      "5 matplotlib 3.1.0\n",
      "6 pandas     0.24.2\n",
      "7 version_information 1.0.3\n"
     ]
    }
   ],
   "source": [
    "%load_ext version_information\n",
    "import time\n",
    "now = time.strftime(\"%Y-%m-%d %H:%M:%S (%Z = GMT%z)\")\n",
    "print(f\"This notebook was generated at {now} \")\n",
    "\n",
    "vv = %version_information scipy, numpy, matplotlib, pandas, version_information\n",
    "for i, pkg in enumerate(vv.packages):\n",
    "    print(f\"{i} {pkg[0]:10s} {pkg[1]:s}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: AstropyDeprecationWarning: astropy.extern.six will be removed in 4.0, use the six module directly if it is still needed [astropy.extern.six]\n"
     ]
    }
   ],
   "source": [
    "from pathlib import Path\n",
    "from snuo1mpy import Preprocessor\n",
    "import numpy as np\n",
    "TOPDIR = Path(\".\")\n",
    "RAWDIR = Path(\".\")\n",
    "ARCHIVE = Path(\"archive\")\n",
    "CALIBDIR = Path(\"calib\")\n",
    "\n",
    "# At the current version of SNUO1Mpy, the following bias_kw and dark_kw are \n",
    "# identical to the defaults. I just explicitly wrote them for clarity.\n",
    "\n",
    "bias_kw = dict(bias_type_key=[\"OBJECT\"], bias_type_val=[\"bias\"], bias_group_key=[])\n",
    "dark_kw = dict(dark_type_key=[\"OBJECT\"], dark_type_val=[\"dark\"], dark_group_key=[\"EXPTIME\"])\n",
    "flat_kw = dict(flat_type_key=[\"IMAGETYP\"], flat_type_val=[\"Flat Field\"], flat_group_key=[\"FILTER\"])\n",
    "\n",
    "p = Preprocessor(topdir=TOPDIR, rawdir=RAWDIR,instrument=\"STX16803\",\n",
    "                 **bias_kw, **dark_kw, **flat_kw) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CCD Image 17.fit is not a regular name. Moving to useless. \n",
      "CCD Image 18.fit is not a regular name. Moving to useless. \n",
      "CCD Image 2.fit is not a regular name. Moving to useless. \n"
     ]
    }
   ],
   "source": [
    "p.organize_raw(archive_dir=ARCHIVE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Analyzing FITS... Extracting keys:  ['OBJECT']\n",
      "Done.\n",
      "9 FITS files with \"['OBJECT'] = ['bias']\" are selected.\n",
      "\"median\" combine 9 images by \"no\" rejection\n",
      "{'dtype': 'float32'}\n",
      "Writing FITS to calib/bias.fits... Saved.\n"
     ]
    }
   ],
   "source": [
    "p.make_bias(savedir=CALIBDIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Analyzing FITS... Extracting keys:  ['OBJECT', 'EXPTIME']\n",
      "Done.\n",
      "9 FITS files with \"['OBJECT', 'EXPTIME'] = ['dark', 0.4]\" are selected.\n",
      "\"median\" combine 9 images by \"no\" rejection\n",
      "{'dtype': 'float32'}\n",
      "Bias subtracted using calib/bias.fits\n",
      "Analyzing FITS... Extracting keys:  ['OBJECT', 'EXPTIME']\n",
      "Done.\n",
      "9 FITS files with \"['OBJECT', 'EXPTIME'] = ['dark', 60.0]\" are selected.\n",
      "\"median\" combine 9 images by \"no\" rejection\n",
      "{'dtype': 'float32'}\n",
      "Bias subtracted using calib/bias.fits\n"
     ]
    }
   ],
   "source": [
    "p.make_dark(savedir=CALIBDIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/ysbach/anaconda3/lib/python3.6/site-packages/snuo1mpy-0.0.1.dev0-py3.6.egg/snuo1mpy/preprocessor.py:596: UserWarning: Dark not available for ('dark', 0.1). Processing without dark.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105650-R-0.1_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105748-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105802-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105816-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105830-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105844-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105858-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105912-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105926-R-0.4_BD.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Writing FITS to flat/SNUO_STX16803-flat-1-1-20190602-105940-R-0.4_BD.fits... Saved.\n",
      "Analyzing FITS... Extracting keys:  ['IMAGETYP', 'FILTER']\n",
      "Done.\n",
      "10 FITS files with \"['IMAGETYP', 'FILTER'] = ['Flat Field', 'R']\" are selected.\n",
      "\"median\" combine 10 images by \"no\" rejection\n",
      "{'dtype': 'float32'}\n",
      "Each frame normalized by average value before combination.\n",
      "Writing FITS to calib/Flat Field-R.fits... Saved.\n"
     ]
    }
   ],
   "source": [
    "p.make_flat(savedir=CALIBDIR)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, Cosmic Ray rejection. \n",
    "\n",
    "Of course you should not use the CRREJ keys blindly below. \n",
    "\n",
    "I tested with some combinations and found ``sigfrac`` and ``objlim`` did not give much difference. Also the ``psf~~~`` parameters are not touched (i.e., they are just dummy keywords) because I used ``fsmode='median'`` (see astroscrappy doc). Also please note that  crrej should be done **AFTER** bias/dark and flat correction (see [van Dokkum's note](http://www.astro.yale.edu/dokkum/lacosmic/notes.html)).\n",
    "\n",
    "\n",
    "You may try some simple codes like\n",
    "```python\n",
    "%matplotlib widget\n",
    "from astroscrappy import detect_cosmics\n",
    "import ysfitsutilpy as yfu\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "from matplotlib import rcParams\n",
    "\n",
    "plt.style.use('default')\n",
    "rcParams.update({'font.size':12})\n",
    "\n",
    "ccd = yfu.load_ccd(<BDF_Processed_FITS_path>)\n",
    "hdr = ccd.header\n",
    "\n",
    "crrej_kwargs = dict(sigclip=6, sigfrac=0.5, objlim=1.0,\n",
    "                  satlevel=np.inf, pssl=0.0, niter=4, sepmed=True,\n",
    "                  cleantype='medmask', fsmode='median', psfmodel='gauss',\n",
    "                  psffwhm=2.5, psfsize=7, psfk=None, psfbeta=4.765)\n",
    "\n",
    "crmask, cleanarr = detect_cosmics(ccd.data,\n",
    "                                  gain=hdr[\"GAIN\"],\n",
    "                                  readnoise=hdr[\"RDNOISE\"],\n",
    "                                  **crrej_kwargs,\n",
    "                                  verbose=True)\n",
    "\n",
    "fig, axs = plt.subplots(1, 3, figsize=(15, 6), sharex=True, sharey=True)\n",
    "yfu.zimshow(axs[0], ccd.data)\n",
    "yfu.zimshow(axs[1], cleanarr / hdr[\"GAIN\"])\n",
    "axs[2].imshow(crmask, origin=\"lower\")\n",
    "plt.tight_layout()\n",
    "```\n",
    "\n",
    "> FYI, for jupyter lab to use matplotlib widget, see [here](https://github.com/matplotlib/jupyter-matplotlib)\n",
    "> ```\n",
    "> conda install -c conda-forge ipympl\n",
    "> # If using the Notebook\n",
    "> conda install -c conda-forge widgetsnbextension\n",
    "> # If using JupyterLab\n",
    "> conda install nodejs\n",
    "> jupyter labextension install @jupyter-widgets/jupyterlab-manager\n",
    "> jupyter labextension install jupyter-matplotlib\n",
    "> jupyter nbextension enable --py widgetsnbextension\n",
    "> ```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "331 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "190 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "207 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "228 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-115534-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "351 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "224 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "247 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "260 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-115648-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "346 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "206 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "235 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "248 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-115801-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "338 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "197 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "225 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "243 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-115915-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "328 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "201 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "232 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "258 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120029-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "342 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "210 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "230 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "244 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120142-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "343 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "225 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "229 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "251 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120256-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "361 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "213 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "231 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "248 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120410-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "338 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "221 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "233 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "245 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120523-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "338 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "189 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "207 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "240 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120637-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "322 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "212 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "238 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "263 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120751-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "354 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "223 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "239 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "242 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-120904-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "351 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "215 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "237 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "243 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121018-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "320 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "209 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "232 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "254 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121132-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "359 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "230 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "225 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "234 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121245-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "365 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "228 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "225 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "237 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121359-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "344 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "223 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "245 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "267 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121513-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "384 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "256 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "283 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "318 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121626-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "371 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "246 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "265 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "293 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121740-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "389 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "260 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "297 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "341 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-121854-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "323 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "190 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "243 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "252 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122007-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "333 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "199 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "220 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "249 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122121-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "339 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "222 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "234 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "245 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122235-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "369 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "261 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "292 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "312 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122349-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "348 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "228 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "261 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "289 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122503-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "363 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "230 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "247 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "275 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122617-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "368 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "282 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "309 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "359 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122731-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "356 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "271 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "289 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "324 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122845-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "376 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "287 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "313 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "329 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-122959-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "394 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "274 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "303 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "326 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123114-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "374 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "271 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "290 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "305 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123228-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "329 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "223 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "275 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "279 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123342-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "358 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "238 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "273 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "289 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123456-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "349 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "241 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "279 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "313 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123610-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "312 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "195 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "222 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "237 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123724-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "321 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "207 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "219 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "240 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123838-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "348 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "221 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "233 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "244 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-123952-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "328 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "242 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "270 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "298 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124107-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "331 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "221 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "248 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "274 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124221-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "292 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "204 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "242 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "250 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124335-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "347 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "215 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "244 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "247 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124449-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "368 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "292 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "285 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "312 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124603-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "323 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "254 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "293 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "331 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124717-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "388 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "298 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "345 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "364 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124831-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "309 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "219 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "255 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "265 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-124945-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "284 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "174 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "182 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "205 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125100-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "301 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "197 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "229 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "250 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125214-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "294 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "202 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "221 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "231 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125328-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "372 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "275 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "306 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "345 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125442-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "332 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "221 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "256 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "288 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125556-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "281 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "175 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "204 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "221 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125710-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "264 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "139 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "165 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "182 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125824-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "253 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "139 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "168 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "180 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-125938-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "292 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "187 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "218 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "228 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130052-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "300 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "183 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "214 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "251 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130206-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "328 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "247 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "269 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "289 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130320-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "346 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "260 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "300 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "319 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130434-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "300 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "209 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "222 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "237 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130549-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "290 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "180 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "213 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "210 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130703-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "266 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "137 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "148 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "164 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130817-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "300 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "181 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "204 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "218 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-130931-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "265 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "169 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "194 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "203 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131045-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "318 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "198 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "239 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "234 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131159-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "281 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "171 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "190 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "215 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131313-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "277 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "189 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "207 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "234 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131427-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "292 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "183 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "220 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "233 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131542-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "293 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "204 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "257 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "278 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131656-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "308 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "183 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "206 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "230 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131810-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "306 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "190 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "219 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "251 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-131924-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "289 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "172 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "198 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "213 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132038-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "296 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "168 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "194 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "211 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132153-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "276 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "179 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "207 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "217 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132307-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "259 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "172 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "181 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "211 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132421-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "245 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "142 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "164 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "194 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132535-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "270 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "141 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "155 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "178 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132649-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "281 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "192 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "220 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "243 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132803-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "288 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "172 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "202 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "229 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-132917-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "281 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "170 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "208 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "227 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133031-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "290 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "154 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "177 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "199 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133146-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "233 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "104 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "140 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "169 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133300-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "262 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "164 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "206 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "232 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133414-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "291 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "157 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "181 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "195 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133528-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "322 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "215 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "229 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "228 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133642-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "271 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "172 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "205 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "219 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133757-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "298 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "194 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "212 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "250 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-133911-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "282 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "166 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "205 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "217 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134025-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "278 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "184 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "210 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "248 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134139-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "296 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "191 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "207 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "238 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134254-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "308 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "182 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "226 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "242 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134408-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "190 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "87 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "109 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "129 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134522-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "234 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "135 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "159 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "180 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134636-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "215 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "116 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "152 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "181 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134750-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "246 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "151 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "182 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "199 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-134905-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "265 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "158 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "189 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "204 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135019-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "273 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "166 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "202 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "232 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135133-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "217 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "149 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "179 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "207 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135247-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "227 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "169 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "188 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "211 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135402-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "206 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "94 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "97 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "116 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135516-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "168 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "72 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "79 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "91 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135630-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "210 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "93 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "104 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "113 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-135744-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "212 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "108 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "143 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "164 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140057-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "210 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "132 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "162 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "176 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140212-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "216 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "119 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "147 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "180 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140326-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "225 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "109 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "124 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "139 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140440-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "215 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "82 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "84 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "95 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140554-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "232 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "137 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "176 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "197 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140709-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "236 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "154 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "179 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "196 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140823-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "230 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "134 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "162 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "180 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-140937-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "236 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "119 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "129 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "137 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141051-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "231 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "133 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "143 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "175 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141205-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "219 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "127 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "150 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "157 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141319-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "238 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "149 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "161 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "180 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141434-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "197 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "107 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "115 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "135 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141548-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "241 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "168 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "194 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "218 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141702-R-60.0.fits... Saved.\n",
      "Bias subtracted using calib/bias.fits\n",
      "Dark subtracted using calib/dark-60.0.fits\n",
      "Flat corrected using calib/Flat Field-R.fits\n",
      "From GAIN, gain = 1.360 [electron / adu]\n",
      "From RDNOISE, rdnoise = 9.000 [electron]\n",
      "Starting 4 L.A.Cosmic iterations\n",
      "Iteration 1:\n",
      "229 cosmic pixels this iteration\n",
      "Iteration 2:\n",
      "140 cosmic pixels this iteration\n",
      "Iteration 3:\n",
      "156 cosmic pixels this iteration\n",
      "Iteration 4:\n",
      "172 cosmic pixels this iteration\n",
      "Cosmic-Ray rejected by astroscrappy (v 1.0.8), LACOSMIC default setting: {'sigclip': 6, 'sigfrac': 0.5, 'objlim': 1.0, 'satlevel': inf, 'pssl': 0.0, 'niter': 4, 'sepmed': True, 'cleantype': 'medmask', 'fsmode': 'median', 'psfmodel': 'gauss', 'psffwhm': 2.5, 'psfsize': 7, 'psfk': None, 'psfbeta': 4.765}\n",
      "Writing FITS to reduced/SNUO_STX16803-kw4-1-1-20190602-141816-R-60.0.fits... Saved.\n"
     ]
    },
    {
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       "      <th>PROCESS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-115534-...</td>\n",
       "      <td>2019-06-02T11:55:34</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-115648-...</td>\n",
       "      <td>2019-06-02T11:56:48</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-115801-...</td>\n",
       "      <td>2019-06-02T11:58:01</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-115915-...</td>\n",
       "      <td>2019-06-02T11:59:15</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120029-...</td>\n",
       "      <td>2019-06-02T12:00:29</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120142-...</td>\n",
       "      <td>2019-06-02T12:01:42</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120256-...</td>\n",
       "      <td>2019-06-02T12:02:56</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120410-...</td>\n",
       "      <td>2019-06-02T12:04:10</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120523-...</td>\n",
       "      <td>2019-06-02T12:05:23</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120637-...</td>\n",
       "      <td>2019-06-02T12:06:37</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120751-...</td>\n",
       "      <td>2019-06-02T12:07:51</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-120904-...</td>\n",
       "      <td>2019-06-02T12:09:04</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121018-...</td>\n",
       "      <td>2019-06-02T12:10:18</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121132-...</td>\n",
       "      <td>2019-06-02T12:11:32</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121245-...</td>\n",
       "      <td>2019-06-02T12:12:45</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121359-...</td>\n",
       "      <td>2019-06-02T12:13:59</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121513-...</td>\n",
       "      <td>2019-06-02T12:15:13</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121626-...</td>\n",
       "      <td>2019-06-02T12:16:26</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121740-...</td>\n",
       "      <td>2019-06-02T12:17:40</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-121854-...</td>\n",
       "      <td>2019-06-02T12:18:54</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122007-...</td>\n",
       "      <td>2019-06-02T12:20:07</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122121-...</td>\n",
       "      <td>2019-06-02T12:21:21</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122235-...</td>\n",
       "      <td>2019-06-02T12:22:35</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122349-...</td>\n",
       "      <td>2019-06-02T12:23:49</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122503-...</td>\n",
       "      <td>2019-06-02T12:25:03</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122617-...</td>\n",
       "      <td>2019-06-02T12:26:17</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122731-...</td>\n",
       "      <td>2019-06-02T12:27:31</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122845-...</td>\n",
       "      <td>2019-06-02T12:28:45</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-122959-...</td>\n",
       "      <td>2019-06-02T12:29:59</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-123114-...</td>\n",
       "      <td>2019-06-02T12:31:14</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134025-...</td>\n",
       "      <td>2019-06-02T13:40:25</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134139-...</td>\n",
       "      <td>2019-06-02T13:41:39</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134254-...</td>\n",
       "      <td>2019-06-02T13:42:54</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134408-...</td>\n",
       "      <td>2019-06-02T13:44:08</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134522-...</td>\n",
       "      <td>2019-06-02T13:45:22</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134636-...</td>\n",
       "      <td>2019-06-02T13:46:36</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134750-...</td>\n",
       "      <td>2019-06-02T13:47:50</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-134905-...</td>\n",
       "      <td>2019-06-02T13:49:05</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135019-...</td>\n",
       "      <td>2019-06-02T13:50:19</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135133-...</td>\n",
       "      <td>2019-06-02T13:51:33</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135247-...</td>\n",
       "      <td>2019-06-02T13:52:47</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135402-...</td>\n",
       "      <td>2019-06-02T13:54:02</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135516-...</td>\n",
       "      <td>2019-06-02T13:55:16</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135630-...</td>\n",
       "      <td>2019-06-02T13:56:30</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-135744-...</td>\n",
       "      <td>2019-06-02T13:57:44</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140057-...</td>\n",
       "      <td>2019-06-02T14:00:57</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140212-...</td>\n",
       "      <td>2019-06-02T14:02:12</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140326-...</td>\n",
       "      <td>2019-06-02T14:03:26</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140440-...</td>\n",
       "      <td>2019-06-02T14:04:40</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140554-...</td>\n",
       "      <td>2019-06-02T14:05:54</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140709-...</td>\n",
       "      <td>2019-06-02T14:07:09</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140823-...</td>\n",
       "      <td>2019-06-02T14:08:23</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-140937-...</td>\n",
       "      <td>2019-06-02T14:09:37</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141051-...</td>\n",
       "      <td>2019-06-02T14:10:51</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141205-...</td>\n",
       "      <td>2019-06-02T14:12:05</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141319-...</td>\n",
       "      <td>2019-06-02T14:13:19</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141434-...</td>\n",
       "      <td>2019-06-02T14:14:34</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141548-...</td>\n",
       "      <td>2019-06-02T14:15:48</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141702-...</td>\n",
       "      <td>2019-06-02T14:17:02</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-10.00000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>reduced/SNUO_STX16803-kw4-1-1-20190602-141816-...</td>\n",
       "      <td>2019-06-02T14:18:16</td>\n",
       "      <td>R</td>\n",
       "      <td>kw4</td>\n",
       "      <td>60.0</td>\n",
       "      <td>Light Frame</td>\n",
       "      <td>None</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>-9.96875</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>BDFC</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>115 rows × 15 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  file             DATE-OBS  \\\n",
       "0    reduced/SNUO_STX16803-kw4-1-1-20190602-115534-...  2019-06-02T11:55:34   \n",
       "1    reduced/SNUO_STX16803-kw4-1-1-20190602-115648-...  2019-06-02T11:56:48   \n",
       "2    reduced/SNUO_STX16803-kw4-1-1-20190602-115801-...  2019-06-02T11:58:01   \n",
       "3    reduced/SNUO_STX16803-kw4-1-1-20190602-115915-...  2019-06-02T11:59:15   \n",
       "4    reduced/SNUO_STX16803-kw4-1-1-20190602-120029-...  2019-06-02T12:00:29   \n",
       "5    reduced/SNUO_STX16803-kw4-1-1-20190602-120142-...  2019-06-02T12:01:42   \n",
       "6    reduced/SNUO_STX16803-kw4-1-1-20190602-120256-...  2019-06-02T12:02:56   \n",
       "7    reduced/SNUO_STX16803-kw4-1-1-20190602-120410-...  2019-06-02T12:04:10   \n",
       "8    reduced/SNUO_STX16803-kw4-1-1-20190602-120523-...  2019-06-02T12:05:23   \n",
       "9    reduced/SNUO_STX16803-kw4-1-1-20190602-120637-...  2019-06-02T12:06:37   \n",
       "10   reduced/SNUO_STX16803-kw4-1-1-20190602-120751-...  2019-06-02T12:07:51   \n",
       "11   reduced/SNUO_STX16803-kw4-1-1-20190602-120904-...  2019-06-02T12:09:04   \n",
       "12   reduced/SNUO_STX16803-kw4-1-1-20190602-121018-...  2019-06-02T12:10:18   \n",
       "13   reduced/SNUO_STX16803-kw4-1-1-20190602-121132-...  2019-06-02T12:11:32   \n",
       "14   reduced/SNUO_STX16803-kw4-1-1-20190602-121245-...  2019-06-02T12:12:45   \n",
       "15   reduced/SNUO_STX16803-kw4-1-1-20190602-121359-...  2019-06-02T12:13:59   \n",
       "16   reduced/SNUO_STX16803-kw4-1-1-20190602-121513-...  2019-06-02T12:15:13   \n",
       "17   reduced/SNUO_STX16803-kw4-1-1-20190602-121626-...  2019-06-02T12:16:26   \n",
       "18   reduced/SNUO_STX16803-kw4-1-1-20190602-121740-...  2019-06-02T12:17:40   \n",
       "19   reduced/SNUO_STX16803-kw4-1-1-20190602-121854-...  2019-06-02T12:18:54   \n",
       "20   reduced/SNUO_STX16803-kw4-1-1-20190602-122007-...  2019-06-02T12:20:07   \n",
       "21   reduced/SNUO_STX16803-kw4-1-1-20190602-122121-...  2019-06-02T12:21:21   \n",
       "22   reduced/SNUO_STX16803-kw4-1-1-20190602-122235-...  2019-06-02T12:22:35   \n",
       "23   reduced/SNUO_STX16803-kw4-1-1-20190602-122349-...  2019-06-02T12:23:49   \n",
       "24   reduced/SNUO_STX16803-kw4-1-1-20190602-122503-...  2019-06-02T12:25:03   \n",
       "25   reduced/SNUO_STX16803-kw4-1-1-20190602-122617-...  2019-06-02T12:26:17   \n",
       "26   reduced/SNUO_STX16803-kw4-1-1-20190602-122731-...  2019-06-02T12:27:31   \n",
       "27   reduced/SNUO_STX16803-kw4-1-1-20190602-122845-...  2019-06-02T12:28:45   \n",
       "28   reduced/SNUO_STX16803-kw4-1-1-20190602-122959-...  2019-06-02T12:29:59   \n",
       "29   reduced/SNUO_STX16803-kw4-1-1-20190602-123114-...  2019-06-02T12:31:14   \n",
       "..                                                 ...                  ...   \n",
       "85   reduced/SNUO_STX16803-kw4-1-1-20190602-134025-...  2019-06-02T13:40:25   \n",
       "86   reduced/SNUO_STX16803-kw4-1-1-20190602-134139-...  2019-06-02T13:41:39   \n",
       "87   reduced/SNUO_STX16803-kw4-1-1-20190602-134254-...  2019-06-02T13:42:54   \n",
       "88   reduced/SNUO_STX16803-kw4-1-1-20190602-134408-...  2019-06-02T13:44:08   \n",
       "89   reduced/SNUO_STX16803-kw4-1-1-20190602-134522-...  2019-06-02T13:45:22   \n",
       "90   reduced/SNUO_STX16803-kw4-1-1-20190602-134636-...  2019-06-02T13:46:36   \n",
       "91   reduced/SNUO_STX16803-kw4-1-1-20190602-134750-...  2019-06-02T13:47:50   \n",
       "92   reduced/SNUO_STX16803-kw4-1-1-20190602-134905-...  2019-06-02T13:49:05   \n",
       "93   reduced/SNUO_STX16803-kw4-1-1-20190602-135019-...  2019-06-02T13:50:19   \n",
       "94   reduced/SNUO_STX16803-kw4-1-1-20190602-135133-...  2019-06-02T13:51:33   \n",
       "95   reduced/SNUO_STX16803-kw4-1-1-20190602-135247-...  2019-06-02T13:52:47   \n",
       "96   reduced/SNUO_STX16803-kw4-1-1-20190602-135402-...  2019-06-02T13:54:02   \n",
       "97   reduced/SNUO_STX16803-kw4-1-1-20190602-135516-...  2019-06-02T13:55:16   \n",
       "98   reduced/SNUO_STX16803-kw4-1-1-20190602-135630-...  2019-06-02T13:56:30   \n",
       "99   reduced/SNUO_STX16803-kw4-1-1-20190602-135744-...  2019-06-02T13:57:44   \n",
       "100  reduced/SNUO_STX16803-kw4-1-1-20190602-140057-...  2019-06-02T14:00:57   \n",
       "101  reduced/SNUO_STX16803-kw4-1-1-20190602-140212-...  2019-06-02T14:02:12   \n",
       "102  reduced/SNUO_STX16803-kw4-1-1-20190602-140326-...  2019-06-02T14:03:26   \n",
       "103  reduced/SNUO_STX16803-kw4-1-1-20190602-140440-...  2019-06-02T14:04:40   \n",
       "104  reduced/SNUO_STX16803-kw4-1-1-20190602-140554-...  2019-06-02T14:05:54   \n",
       "105  reduced/SNUO_STX16803-kw4-1-1-20190602-140709-...  2019-06-02T14:07:09   \n",
       "106  reduced/SNUO_STX16803-kw4-1-1-20190602-140823-...  2019-06-02T14:08:23   \n",
       "107  reduced/SNUO_STX16803-kw4-1-1-20190602-140937-...  2019-06-02T14:09:37   \n",
       "108  reduced/SNUO_STX16803-kw4-1-1-20190602-141051-...  2019-06-02T14:10:51   \n",
       "109  reduced/SNUO_STX16803-kw4-1-1-20190602-141205-...  2019-06-02T14:12:05   \n",
       "110  reduced/SNUO_STX16803-kw4-1-1-20190602-141319-...  2019-06-02T14:13:19   \n",
       "111  reduced/SNUO_STX16803-kw4-1-1-20190602-141434-...  2019-06-02T14:14:34   \n",
       "112  reduced/SNUO_STX16803-kw4-1-1-20190602-141548-...  2019-06-02T14:15:48   \n",
       "113  reduced/SNUO_STX16803-kw4-1-1-20190602-141702-...  2019-06-02T14:17:02   \n",
       "114  reduced/SNUO_STX16803-kw4-1-1-20190602-141816-...  2019-06-02T14:18:16   \n",
       "\n",
       "    FILTER OBJECT  EXPTIME     IMAGETYP AIRMASS  XBINNING  YBINNING  CCD-TEMP  \\\n",
       "0        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "1        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "2        R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "3        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "4        R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "5        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "6        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "7        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "8        R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "9        R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "10       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "11       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "12       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "13       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "14       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "15       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "16       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "17       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "18       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "19       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "20       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "21       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "22       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "23       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "24       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "25       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "26       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "27       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "28       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "29       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "..     ...    ...      ...          ...     ...       ...       ...       ...   \n",
       "85       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "86       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "87       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "88       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "89       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "90       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "91       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "92       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "93       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "94       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "95       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "96       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "97       R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "98       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "99       R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "100      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "101      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "102      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "103      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "104      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "105      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "106      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "107      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "108      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "109      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "110      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "111      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "112      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "113      R    kw4     60.0  Light Frame    None         1         1 -10.00000   \n",
       "114      R    kw4     60.0  Light Frame    None         1         1  -9.96875   \n",
       "\n",
       "     SET-TEMP OBJCTRA OBJCTDEC OBJCTALT PROCESS  \n",
       "0       -10.0    None     None     None    BDFC  \n",
       "1       -10.0    None     None     None    BDFC  \n",
       "2       -10.0    None     None     None    BDFC  \n",
       "3       -10.0    None     None     None    BDFC  \n",
       "4       -10.0    None     None     None    BDFC  \n",
       "5       -10.0    None     None     None    BDFC  \n",
       "6       -10.0    None     None     None    BDFC  \n",
       "7       -10.0    None     None     None    BDFC  \n",
       "8       -10.0    None     None     None    BDFC  \n",
       "9       -10.0    None     None     None    BDFC  \n",
       "10      -10.0    None     None     None    BDFC  \n",
       "11      -10.0    None     None     None    BDFC  \n",
       "12      -10.0    None     None     None    BDFC  \n",
       "13      -10.0    None     None     None    BDFC  \n",
       "14      -10.0    None     None     None    BDFC  \n",
       "15      -10.0    None     None     None    BDFC  \n",
       "16      -10.0    None     None     None    BDFC  \n",
       "17      -10.0    None     None     None    BDFC  \n",
       "18      -10.0    None     None     None    BDFC  \n",
       "19      -10.0    None     None     None    BDFC  \n",
       "20      -10.0    None     None     None    BDFC  \n",
       "21      -10.0    None     None     None    BDFC  \n",
       "22      -10.0    None     None     None    BDFC  \n",
       "23      -10.0    None     None     None    BDFC  \n",
       "24      -10.0    None     None     None    BDFC  \n",
       "25      -10.0    None     None     None    BDFC  \n",
       "26      -10.0    None     None     None    BDFC  \n",
       "27      -10.0    None     None     None    BDFC  \n",
       "28      -10.0    None     None     None    BDFC  \n",
       "29      -10.0    None     None     None    BDFC  \n",
       "..        ...     ...      ...      ...     ...  \n",
       "85      -10.0    None     None     None    BDFC  \n",
       "86      -10.0    None     None     None    BDFC  \n",
       "87      -10.0    None     None     None    BDFC  \n",
       "88      -10.0    None     None     None    BDFC  \n",
       "89      -10.0    None     None     None    BDFC  \n",
       "90      -10.0    None     None     None    BDFC  \n",
       "91      -10.0    None     None     None    BDFC  \n",
       "92      -10.0    None     None     None    BDFC  \n",
       "93      -10.0    None     None     None    BDFC  \n",
       "94      -10.0    None     None     None    BDFC  \n",
       "95      -10.0    None     None     None    BDFC  \n",
       "96      -10.0    None     None     None    BDFC  \n",
       "97      -10.0    None     None     None    BDFC  \n",
       "98      -10.0    None     None     None    BDFC  \n",
       "99      -10.0    None     None     None    BDFC  \n",
       "100     -10.0    None     None     None    BDFC  \n",
       "101     -10.0    None     None     None    BDFC  \n",
       "102     -10.0    None     None     None    BDFC  \n",
       "103     -10.0    None     None     None    BDFC  \n",
       "104     -10.0    None     None     None    BDFC  \n",
       "105     -10.0    None     None     None    BDFC  \n",
       "106     -10.0    None     None     None    BDFC  \n",
       "107     -10.0    None     None     None    BDFC  \n",
       "108     -10.0    None     None     None    BDFC  \n",
       "109     -10.0    None     None     None    BDFC  \n",
       "110     -10.0    None     None     None    BDFC  \n",
       "111     -10.0    None     None     None    BDFC  \n",
       "112     -10.0    None     None     None    BDFC  \n",
       "113     -10.0    None     None     None    BDFC  \n",
       "114     -10.0    None     None     None    BDFC  \n",
       "\n",
       "[115 rows x 15 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "crrej_kwargs = dict(sigclip=6, sigfrac=0.5, objlim=1.0,\n",
    "                    satlevel=np.inf, pssl=0.0, niter=4, sepmed=True,\n",
    "                    cleantype='medmask', fsmode='median', psfmodel='gauss',\n",
    "                   psffwhm=2.5, psfsize=7, psfk=None, psfbeta=4.765)\n",
    " \n",
    "p.do_preproc(savedir=\"reduced\", do_crrej=True, crrej_kwargs=crrej_kwargs, verbose_crrej=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "p.make_astrometry_script(output=Path(\"astrometry.sh\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This notebook was finished at 2019-07-03 12:30:53 (KST = GMT+0900) \n"
     ]
    }
   ],
   "source": [
    "now = time.strftime(\"%Y-%m-%d %H:%M:%S (%Z = GMT%z)\")\n",
    "print(f\"This notebook was finished at {now} \")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you have a machine with astrometry.net installed, make a cell and run\n",
    "```\n",
    "%%bash\n",
    "script astrometry.log\n",
    "bash astrometry.sh\n",
    "exit\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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