Created
May 3, 2023 15:16
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "92253bf2-8417-4859-880b-809fe72b2c32", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import lightkurve as lk\n", | |
| "import tarfile\n", | |
| "import os\n", | |
| "\n", | |
| "DL_DIR = 'data/'" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "bb4b44de-b0aa-4e1c-b653-ed9f1b398e49", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "kicids = ['9651065']" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "2c406267-ffbe-4e8f-ab0b-c6e4984433f0", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "wget_commands = []\n", | |
| "for kicid in kicids:\n", | |
| " kicid = str(kicid).zfill(9)\n", | |
| " wget = f\"wget -nH --cut-dirs=6 -r -l0 -c -q -N -np -R 'index*' -erobots=off -A 'kplr*_lc_*.tar' https://archive.stsci.edu/pub/kepler/lightcurves/{kicid[:4]}/{kicid}/\"\n", | |
| " wget_commands.append(wget)\n", | |
| " \n", | |
| "\n", | |
| "np.savetxt(f'{DL_DIR}/temp/wget.sh', wget_commands, delimiter=\" \", fmt=\"%s\")\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "9e551af7-04eb-43b4-ae24-bf8cef485f42", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "sh: /dev/tty: Device not configured\n", | |
| "\u001b[7m\u001b[0m0% 0:1=0s wget -nH --cut-dirs=6 -r -l0 -c -q -N -np -R 'index*' -erobots=off -A \u001b[0msh: /dev/tty: Device not configured\n", | |
| "\u001b[7m\u001b[0m0% 0:1=0s wget -nH --cut-dirs=6 -r -l0 -c -q -N -np -R 'index*' -erobots=off -A \u001b[0msh: /dev/tty: Device not configured\n", | |
| "\u001b[7m\u001b[0m0% 0:1=0s wget -nH --cut-dirs=6 -r -l0 -c -q -N -np -R 'index*' -erobots=off -A \u001b[0msh: /dev/tty: Device not configured\n", | |
| "\u001b[7m100% 1:0=0s wget -nH --cut-dirs=6 -r -l0 -c -q -N -np -R 'index*' -erobots=off -\u001b[0m\u001b[0m\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "0" | |
| ] | |
| }, | |
| "execution_count": 11, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "# Download them all\n", | |
| "\n", | |
| "os.system(f'parallel --bar --jobs 50 < {DL_DIR}/temp/wget.sh')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "id": "869b9cab-fdd6-483f-b60f-9782290a8671", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def stitcher(file):\n", | |
| " try:\n", | |
| " tar = tarfile.open(file)\n", | |
| " tar.extractall('extracted/')\n", | |
| " tar.close()\n", | |
| "\n", | |
| " folder = file.split('/')[-1].split('_')[0].lstrip('kplr')\n", | |
| " lc_files = glob.glob(f'extracted/{folder}/kplr*.fits')\n", | |
| " \n", | |
| " lc = lk.LightCurveCollection([lk.KeplerLightCurveFile(lc_f) for lc_f in lc_files]).stitch().remove_nans()\n", | |
| " fname = file.split('/')[-1].split('_')[0]\n", | |
| " lc.to_fits(f'{DL_DIR}{fname}.fits', overwrite=True)\n", | |
| " except:\n", | |
| " print(file)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "20d7ed27-2352-432c-be4f-97118f67ef08", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3 (ipykernel)", | |
| "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": "3.9.12" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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