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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 397, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import K2fov\n", | |
"from K2fov import plot\n", | |
"import numpy as np\n", | |
"import lightkurve as lk\n", | |
"from lightkurve.search import SearchError" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 413, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def random_target(mission='Kepler', campaign=None, quarter=None, type='lcf'):\n", | |
" ''' Finds and downloads a random target from Kepler or K2\n", | |
"\n", | |
" Parameters\n", | |
" ----------\n", | |
" mission : str\n", | |
" Mission to find a random target from. Can be `'kepler'` or `'ktwo'`. Default `'kepler'`. \n", | |
" campaign : None or int\n", | |
" Campaigns to choose from\n", | |
" quarter : None or int \n", | |
" Quarter to use\n", | |
" type : str\n", | |
" Type of lightkurve file to return. Either `'lcf'` or `'tpf'`. \n", | |
" Default `'lcf'`\n", | |
" \n", | |
" Returns\n", | |
" -------\n", | |
" \n", | |
" file : lk.LightCurveFile or lk.TargetPixelFile\n", | |
" A random file from the specified mission. \n", | |
" '''\n", | |
" \n", | |
" if type is 'lcf':\n", | |
" search_func = lk.search_lightcurvefile\n", | |
" elif type is 'tpf':\n", | |
" search_func = lk.search_targetpixelfile\n", | |
" else:\n", | |
" raise ValueError('No such file type as {}'.format(type))\n", | |
"\n", | |
"\n", | |
" # Setup missions\n", | |
" # Kepler\n", | |
" if mission.lower() in ['kepler']:\n", | |
" if campaign is not None:\n", | |
" raise ValueError('Cannot specify campaign for Kepler')\n", | |
" fields = [1000]\n", | |
" # K2 \n", | |
" elif mission.lower() in ['k2', 'ktwo']:\n", | |
" if quarter is not None:\n", | |
" raise ValueError('Cannot specify quarter for K2')\n", | |
" if campaign is None:\n", | |
" fields = np.arange(0, 20)\n", | |
" else:\n", | |
" if isinstance(campaign, int):\n", | |
" fields = [campaign]\n", | |
" else:\n", | |
" raise ValueError('`campaign` must be an integer or an array/list.') \n", | |
" else:\n", | |
" raise ValueError('Please choose from Kepler or K2')\n", | |
"\n", | |
" \n", | |
" result = []\n", | |
" # Iterate until we get a hit\n", | |
" attempts = 0\n", | |
" while len(result) == 0:\n", | |
" if attempts > 10:\n", | |
" raise SearchError('No random target found with these parameters.')\n", | |
" attempts += 1\n", | |
" f = K2fov.getKeplerFov(np.random.choice(fields)) \n", | |
" ch = int(np.round(np.random.uniform(1, 85)))\n", | |
" \n", | |
" # Pick a random, legal RA/Dec in that pointing\n", | |
" col, row = np.random.uniform(0, 1100), np.random.uniform(0, 1100)\n", | |
" ra, dec = f.getRaDecForChannelColRow(ch, col, row)\n", | |
" # Find a search result within that region\n", | |
" try:\n", | |
" result = lk.search._search_products('{} {}'.format(ra, dec), radius=500, limit=1,\n", | |
" mission=mission, quarter=quarter, campaign=campaign)\n", | |
" except SearchError:\n", | |
" continue\n", | |
" \n", | |
" # We have to refind the target, because otherwise for split campaigns it only ever returns the first.\n", | |
" result = search_func(result.target_name[0], quarter=quarter, campaign=campaign)\n", | |
" \n", | |
" # If there are lots of hits, just pick a random one\n", | |
" if len(result) > 0:\n", | |
" idx = np.random.choice(np.arange(len(result)))\n", | |
" else:\n", | |
" idx = 0\n", | |
" return result[idx].download()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 414, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 848.5x400 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"image/png": { | |
"height": 368, | |
"width": 755 | |
} | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"lcf = random_target(mission='k2', type='lcf')\n", | |
"lcf.plot()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"tpf = random_target(mission='kepler', type='tpf')\n", | |
"tpf.plot()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"lcf = random_target(mission='k2', type='lcf', campaign=5)\n", | |
"lcf.plot()\n", | |
"print('Target ID: ', lcf.targetid)\n", | |
"print('Campaign: ', lcf.campaign)\n", | |
"print('Channel: ', lcf.channel)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.6.5" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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