{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# `astropy.io.fits`\n",
    "\n",
    "In astropy, one of the most important function is `fits`, which is used for reading and writing fits file. `ccdproc` or any other packages which loads fits image is strongly recommended to use `astropy.io.fits`. This section is a summary of how to use this function.\n",
    "\n",
    "As of Astropy 2.0, the ``CCDData`` class of ``ccdproc`` has implemented to ``astropy.nddata``. So the previous\n",
    "```python\n",
    "from ccdproc import CCDData\n",
    "```\n",
    "is identical to \n",
    "\n",
    "```python\n",
    "from astropy.nddata import CCDData\n",
    "```\n",
    "The ``ccdproc.CCDData`` may be deprecated soon by [issue #510](https://github.com/astropy/ccdproc/issues/510)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'astropy.io.fits.hdu.hdulist.HDUList'>\n",
      "\n",
      "Filename: HST_Tutorial/Pluto.fits\n",
      "No.    Name         Type      Cards   Dimensions   Format\n",
      "  0  PRIMARY     PrimaryHDU     314   ()      \n",
      "  1  SCI         ImageHDU       175   (513, 512)   float32   \n",
      "  2  ERR         ImageHDU        51   (513, 512)   float32   \n",
      "  3  DQ          ImageHDU        43   (513, 512)   int16   \n",
      "  4  D2IMARR     ImageHDU        15   (64, 32)   float32   \n",
      "  5  D2IMARR     ImageHDU        15   (64, 32)   float32   \n",
      "  6  WCSDVARR    ImageHDU        15   (64, 32)   float32   \n",
      "  7  WCSDVARR    ImageHDU        15   (64, 32)   float32   \n",
      "  8  WCSCORR     BinTableHDU     59   7R x 24C   [40A, I, A, 24A, 24A, 24A, 24A, D, D, D, D, D, D, D, D, 24A, 24A, D, D, D, D, J, 40A, 128A]   \n"
     ]
    }
   ],
   "source": [
    "from astropy.io import fits\n",
    "\n",
    "hdul = fits.open('HST_Tutorial/Pluto1.fits')\n",
    "# hdul = HDU List = Header Data Unit List\n",
    "\n",
    "print(type(hdul))\n",
    "print()\n",
    "hdul.info()\n",
    "# prints out the information of the hdul.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* **TIP**: You can use `fitsinfo`, `fitsheader`, etc on terminal, too!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You may wonder what the `PRIMARY`, `SCI`, ect, are. These depend on the instrument you used for the observation; two most important things are `PRIMARY` and `SCI`, which means the primary (common) header and scientific image, respectively. I intentionally downloaded raw data, i.e., no much correction is done to the image (e.g., cosmic ray rejection). \n",
    "\n",
    "Basically there are two important information in `HDUList`: header and data (as its name indicates). You can check both by :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "which ccd chip is this?  2\n"
     ]
    }
   ],
   "source": [
    "# Let me use SCI (index 1) only\n",
    "header = hdul[1].header \n",
    "data   = hdul[1].data\n",
    "print('which ccd chip is this? ', header['ccdchip'])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can check the whole header by `print(header)`. What about data? In the following, I will show you how to plot the \"zscale\" image:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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022dlIT3+w91TeCNLXnZJa7Kq9457hNdHc46ZwR9leGO7xxszgSJedol2M1QB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BrnIzYfKFC/JLin6YJilpoUV0UPV7sac+trDK594wf+wPd4+WqLhamg1QsbhoTQbGa4Q7HCDQ4J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Svm/hGZdel6+Udt3rp2z/xx/ge37pp/iVP/seyZMoxOjHimBqUkcTd22sTRvr/gJxTqNWXVp7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\n11hjUfyL90/+PqpJ7FxpNaN8Sxr1Koe5J0ZMnY9xuzk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SkNUmeK0Ea6zx9xJUJvyyzsNL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\nK6Ve+894nbNKqc8opU4opY4rpX7ye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      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f79e6137048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "from astropy.visualization import ZScaleInterval, ImageNormalize\n",
    "\n",
    "def znorm(image, **kwargs):\n",
    "    return ImageNormalize(image, interval=ZScaleInterval(**kwargs))\n",
    "\n",
    "def zimshow(image, **kwargs):\n",
    "    plt.imshow(image, norm=znorm(image, **kwargs), origin='lower')\n",
    "    plt.colorbar()\n",
    "    \n",
    "zimshow(data)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or you can just use ginga or ds9. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-----\n",
    "\n",
    "## Crop the Image\n",
    "\n",
    "You can crop the image using various ways. One possible, and probably the most useful way is to use `ccdproc`. But this `ccdproc` is using some variant of `fits`: `CCDData`. This is used for pythonic image processing. So I will load the image in `CCDData`, not `HDUList` format:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n"
     ]
    }
   ],
   "source": [
    "from ccdproc import CCDData, trim_image\n",
    "import numpy as np\n",
    "\n",
    "data = CCDData(data = hdul[1].data, \n",
    "               header=hdul[0].header+hdul[1].header, \n",
    "               unit='adu')\n",
    "\n",
    "# FITS-style:\n",
    "data1 = trim_image(data, fits_section='[1:200, 1:100]')\n",
    "\n",
    "# python-style:\n",
    "data2 = trim_image(data[:100, :200])\n",
    "# 0:100 means 0 to 99 in Python, so that the total number is same as fits (100 pixels)\n",
    "\n",
    "print(np.sum(data1.subtract(data2)) == 0)\n",
    "\n",
    "# data2.write('test.fits', overwrite=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Why did I use `header = hdul[0].header + hdul[1].header` ? That is because `hdul[0]` contains the **common** header information, so if I skip this part, the header from `hdul[1]` is not perfect. If you try to use only `hdul[1].header`, you may get an error, or the output file (`test.fits`) may not contain any wcs information.\n",
    "\n",
    "Also by using `fits_section`, you can freely choose Python convention or FITS convention for trimming the image. "
   ]
  }
 ],
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   "display_name": "Python 3",
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   "file_extension": ".py",
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