{ "cells": [ { "cell_type": "code", "execution_count": 2, "id": "08f288ad-1317-46f4-899f-85123983430f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-13 12:02:54.187073: I external/local_tsl/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n", "2024-06-13 12:02:54.189866: I external/local_tsl/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n", "2024-06-13 12:02:54.228186: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", "To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2024-06-13 12:02:55.043428: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n" ] } ], "source": [ "import eleanor" ] }, { "cell_type": "code", "execution_count": 3, "id": "31d6faec-c4de-42e1-8767-04780cae0969", "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 4, "id": "19ead512-5776-4884-8fd2-77996fce7d63", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 5, "id": "d679b078-f202-4fd5-9b21-86d5d93b63f1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Most recent sector available = 76\n", "Downloading URL https://mast.stsci.edu/tesscut/api/v0.1/astrocut?ra=248.96111249999996&dec=63.911075&y=31&x=31&units=px§or=51 to ./tesscut_20240613120544.zip ... [Done]\n", "Inflating...\n", "This is the first light curve you have made for this sector. Getting eleanor metadata products for Sector 51...\n", "This will only take a minute, and only needs to be done once. Any other light curves you make in this sector will be faster.\n", "Acquiring target...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 1757k 100 1757k 0 0 1319k 0 0:00:01 0:00:01 --:--:-- 1319k\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Calculating Cadences...\n", "Assuring Quality Flags...\n", "Making CBVs...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4005k 100 4005k 0 0 1386k 0 0:00:02 0:00:02 --:--:-- 1386k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3937k 100 3937k 0 0 2081k 0 0:00:01 0:00:01 --:--:-- 2080k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4005k 100 4005k 0 0 2027k 0 0:00:01 0:00:01 --:--:-- 2026k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3937k 100 3937k 0 0 2543k 0 0:00:01 0:00:01 --:--:-- 2541k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3799k 100 3799k 0 0 2016k 0 0:00:01 0:00:01 --:--:-- 2016k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3796k 100 3796k 0 0 2438k 0 0:00:01 0:00:01 --:--:-- 2438k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4007k 100 4007k 0 0 2448k 0 0:00:01 0:00:01 --:--:-- 2448k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3867k 100 3867k 0 0 1936k 0 0:00:01 0:00:01 --:--:-- 1935k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4005k 100 4005k 0 0 2071k 0 0:00:01 0:00:01 --:--:-- 2070k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3937k 100 3937k 0 0 2257k 0 0:00:01 0:00:01 --:--:-- 2257k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3867k 100 3867k 0 0 2311k 0 0:00:01 0:00:01 --:--:-- 2310k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4005k 100 4005k 0 0 2011k 0 0:00:01 0:00:01 --:--:-- 2010k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4075k 100 4075k 0 0 2518k 0 0:00:01 0:00:01 --:--:-- 2518k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3799k 100 3799k 0 0 2464k 0 0:00:01 0:00:01 --:--:-- 2465k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 4075k 100 4075k 0 0 2500k 0 0:00:01 0:00:01 --:--:-- 2500k\n", " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "100 3729k 100 3729k 0 0 2410k 0 0:00:01 0:00:01 --:--:-- 2410k\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Success! Sector 51 now available.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: NoResultsWarning: Query returned no results. [astroquery.mast.discovery_portal]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "No eleanor postcard has been made for your target (yet). Using TessCut instead.\n", "Downloading URL https://mast.stsci.edu/tesscut/api/v0.1/astrocut?ra=230.52485749999997&dec=51.18203&y=31&x=31&units=px§or=51 to /home/pribulla/.eleanor/tesscut/tesscut_20240613120735.zip ... [Done]\n", "Inflating...\n" ] } ], "source": [ "star = eleanor.Source(name='FI Boo')" ] }, { "cell_type": "code", "execution_count": 6, "id": "af80e05c-d256-47f1-a0a2-707bc2bcf837", "metadata": {}, "outputs": [], "source": [ "data = eleanor.TargetData(star, height=15, width=15, bkg_size=31, do_psf=False, do_pca=True)" ] }, { "cell_type": "code", "execution_count": 8, "id": "8b376cee-db49-4960-bd9b-73367696a04e", "metadata": {}, "outputs": [], "source": [ "q = data.quality == 0" ] }, { "cell_type": "code", "execution_count": 9, "id": "9dddb6ba-e78b-40b4-a1db-4c9f8ede0613", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(15,4), gridspec_kw={'width_ratios':[1,3]})\n", "ax1.imshow(data.tpf[0])\n", "ax1.imshow(data.all_apertures[0], cmap='Greys', alpha=0.7)\n", "ax1.set_title('Aperture over TPF')\n", "\n", "ax2.plot(data.time[q], data.all_raw_flux[0][q]/np.nanmedian(data.all_raw_flux[0][q]), 'k', label='Raw')\n", "ax2.plot(data.time[q], data.all_corr_flux[0][q]/np.nanmedian(data.all_corr_flux[0][q]) - 0.015, 'r', label='Corrected')\n", "ax2.set_xlabel('Time [BJD - 2457000]')\n", "ax2.set_ylabel('Normalized Flux')\n", "ax2.legend();\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "1c06670d-9b84-4815-be24-da002232b6ce", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2692.95723459, 2692.96417896, 2692.97112334, ..., 2717.51928938,\n", " 2717.52623364, 2717.53317791])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.time[q]" ] }, { "cell_type": "code", "execution_count": 11, "id": "f79328b6-338f-4f61-a5b4-43edd59d71cb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([9830.34743231, 9841.54042062, 9813.76357365, ..., 9749.34947253,\n", " 9807.69902886, 9782.19563677])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.all_corr_flux[0][q]" ] }, { "cell_type": "code", "execution_count": 24, "id": "01d6671f-4a85-424e-aa12-e6e132bde3db", "metadata": {}, "outputs": [], "source": [ "data.time[q].tofile('/home/pribulla/Downloads/time.csv',sep=',',format='%12.5f')" ] }, { "cell_type": "code", "execution_count": 33, "id": "503d4a63-0d7a-4c32-b1d1-3bb8db479996", "metadata": {}, "outputs": [], "source": [ "np.savetxt('/home/pribulla/Downloads/time.csv', np.transpose([data.time[q], data.all_corr_flux[0][q]]), fmt='%12.5f', delimiter=\" \")" ] }, { "cell_type": "code", "execution_count": null, "id": "b3af10c2-3212-42de-9408-a858a8b68102", "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": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 5 }