{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# How to use `contaminante`\n",
    "\n",
    "This tutorial will show you how to use `contaminante`. If you'd like to try it yourself, you can use `contaminante` online, in the cloud, for free! Click [here](https://colab.research.google.com/github/christinahedges/contaminante/blob/master/tutorials/Colaboratory-Notebook.ipynb) to run `contaminante` online using Google's Colaboratory. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using `contaminante` on *Kepler* data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To demonstrate `contaminante` we'll first use *Kepler* data. First we'll need a target to try `contaminante` on. I've chosen *KIC 6804648*. This target was observed during the prime *Kepler* mission, and was flagged as a planet candidate. In fact, the target has a contaminating eclipsing binary. This binary is only obvious in some of the *Kepler* quarters. \n",
    "\n",
    "Below we run the target through `contaminante`. Running this cell should take less than 5 minutes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import contaminante"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Modeling TPFs: 100%|██████████| 18/18 [00:36<00:00,  2.03s/it]\n"
     ]
    },
    {
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\n",
      "text/plain": [
       "<Figure size 1224x252 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 246,
       "width": 1014
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, result = contaminante.calculate_contamination(targetid='KIC {}'.format(6804648),\n",
    "                               period=0.700606,\n",
    "                               t0=131.59767,\n",
    "                               duration=0.993/24,\n",
    "                               mission='kepler')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using `contaminante` we can see two pieces of evidence that this target is contaminated.\n",
    "1. There is a significant offset between the center of the **target** (green cross) in the image, and the **source of the transiting signal** (red cross).\n",
    "2. There is a significant difference between the **target** phase curve (green phase curve) and the **source of the transiting signal** phase curve (red phase curve).\n",
    "\n",
    "The result dictionary contains the depth and positions of the target and the \"contamintor\", including errors. It also contains a flag for whether the target is \"contaminated\". The user is encouraged to 1) look at the phase curves 2) look at the positions and transit depths before claiming that a target is contaminated."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'target_depth': (2.437439290625676e-05, 1.4287201027303745e-06),\n",
       " 'target_ra': (298.4828991530856, 5.7953788757665565e-05),\n",
       " 'target_dec': (42.241117253820924, 3.2758717230643706e-05),\n",
       " 'target_lc': KeplerLightCurve(ID: 6804648),\n",
       " 'contaminator_depth': (0.0037489874455257644, 3.872165901816627e-06),\n",
       " 'contaminator_ra': (298.48535155210516, 0.0011172397969751028),\n",
       " 'contaminator_dec': (42.24132717783978, 0.001750973326888842),\n",
       " 'contaminator_lc': KeplerLightCurve(ID: 6804648),\n",
       " 'delta_transit_depth[sigma]': 902.4252541044372,\n",
       " 'contaminated': True}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To compare, we can look at a target that is a true, confirmed planet. Below I run the parameters for **Kepler-10** through `contaminate`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Modeling TPFs: 100%|██████████| 15/15 [00:36<00:00,  2.42s/it]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1224x252 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 246,
       "width": 1015
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, result = contaminante.calculate_contamination(targetid='KIC {}'.format(11904151),\n",
    "                               period=0.837491,\n",
    "                               t0=2454964.57513 - 2454833,\n",
    "                               duration=1.8076/24,\n",
    "                               mission='kepler')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Sometimes there will be no significant transiting source that was not the target, and so there will be no red cross in the image, and no red phase curve in the phase curve diagram. Sometimes there will be a weak detection that there are other pixels that contain the transit, but there is frequently no significant shift if\n",
    "\n",
    "1. The two sources line up in the image\n",
    "2. There is no significant difference between the target aperture and the source aperture.\n",
    "\n",
    "Cases such as this can suggest the aperture you are using may not be optimal to recover all of the transiting signal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'target_depth': (0.0001585059932727173, 5.774540046382073e-07),\n",
       " 'target_ra': (285.67947911477347, 4.4847243013086534e-05),\n",
       " 'target_dec': (50.24221759254663, 3.907218782625415e-05),\n",
       " 'target_lc': KeplerLightCurve(ID: 11904151),\n",
       " 'contaminator_depth': (0.00015769371397011955, 5.777815686580617e-07),\n",
       " 'contaminator_ra': (285.68116034215626, 0.0020506936549865404),\n",
       " 'contaminator_dec': (50.24189275482509, 0.0012837499690906413),\n",
       " 'contaminator_lc': KeplerLightCurve(ID: 11904151),\n",
       " 'delta_transit_depth[sigma]': -0.9943741229438438,\n",
       " 'contaminated': False}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using `contaminante` on *TESS* Data\n",
    "\n",
    "`contaminante` works on TESS data too. The background scattered light is removed using principle component analysis. For targets that are available in the TESS pipeline TPF products, the TPFs will be used. If no TPF is available, the data will be cut out of the FFI's using the TESSCut API from MAST."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Modeling TPFs: 100%|██████████| 1/1 [00:05<00:00,  5.81s/it]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1224x252 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 246,
       "width": 1017
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, result = contaminante.calculate_contamination(targetid=\"TIC 267263253\",\n",
    "                        period=4.12688,\n",
    "                        t0=2458325.78297 - 2457000,\n",
    "                        duration=0.3, mission='tess', bin_points=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'target_depth': (0.005182381951214454, 1.6952457341447885e-05),\n",
       " 'target_ra': (7.327318046083178, 0.00012152131752412386),\n",
       " 'target_dec': (-76.29980287907736, 2.770077456958133e-05),\n",
       " 'target_lc': TessLightCurve(TICID: 267263253),\n",
       " 'contaminator_depth': (0.004565119721199884, 1.53809390750107e-05),\n",
       " 'contaminator_ra': (7.306743961884151, 0.003854842392685067),\n",
       " 'contaminator_dec': (-76.30100115401925, 0.0008164741588276988),\n",
       " 'contaminator_lc': TessLightCurve(TICID: 267263253),\n",
       " 'delta_transit_depth[sigma]': -26.966278229044057,\n",
       " 'contaminated': False}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using `contaminante` on *K2* Data\n",
    "\n",
    "`contaminante` works on K2 data too. The motion noise is removed using the same Self Flat Fielding technique used in `lightkurve`. Because of the K2 motion the results may be a little harder to interpret. For example, below there is a slight shift in the centroid, but the light curve from that target is not different from the main target. This is likely due to the pipeline apertures for K2 being slightly too small."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Modeling TPFs: 100%|██████████| 3/3 [00:06<00:00,  2.15s/it]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1224x252 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 246,
       "width": 1008
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, result = contaminante.calculate_contamination(targetid=\"EPIC 211732801\",\n",
    "                        period=2.1316925,\n",
    "                        t0=2308.407161,\n",
    "                        duration=0.3, mission='K2', bin_points=5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'target_depth': (0.029339788514284426, 9.746534372220217e-07),\n",
       " 'target_ra': (129.46908172826042, 5.198237267478989e-05),\n",
       " 'target_dec': (16.365801390325778, 0.0006597234476580658),\n",
       " 'target_lc': KeplerLightCurve(ID: 211732801),\n",
       " 'contaminator_depth': (0.029254710203185708, 1.0110600747233652e-06),\n",
       " 'contaminator_ra': (129.4681920796461, 0.00033188657824217494),\n",
       " 'contaminator_dec': (16.365707859466685, 0.00031772586759459354),\n",
       " 'contaminator_lc': KeplerLightCurve(ID: 211732801),\n",
       " 'delta_transit_depth[sigma]': -60.58209476522818,\n",
       " 'contaminated': False}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Usage notes\n",
    "\n",
    "1. **Different quarters, campaigns and sectors.** If a target has multiple quarters, campaigns or sectors you can expect each dataset to have some slight offset, due to the target falling on different pixels.\n",
    "\n",
    "2. **Shallower contaminator light curves.** `Contaminante` looks at each pixel individually to see if there is a significant transit signal. Because faint pixels can contribute a transiting signal at a lower, less significant level, some faint pixels can be missed in contaminante. In the case that the contaminator light curve is **shallower** than the target light curve, it is likely that some faint pixels have been missed from the optimum aperture. This does not indicate that there is any contamination.\n",
    "\n"
   ]
  }
 ],
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