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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "execution_count": 1, |
| 6 | + "metadata": { |
| 7 | + "collapsed": true |
| 8 | + }, |
| 9 | + "outputs": [], |
| 10 | + "source": [ |
| 11 | + "import os" |
| 12 | + ] |
| 13 | + }, |
| 14 | + { |
| 15 | + "cell_type": "code", |
| 16 | + "execution_count": 2, |
| 17 | + "metadata": { |
| 18 | + "collapsed": true |
| 19 | + }, |
| 20 | + "outputs": [], |
| 21 | + "source": [ |
| 22 | + "from lsst.sims.photUtils import BandpassDict" |
| 23 | + ] |
| 24 | + }, |
| 25 | + { |
| 26 | + "cell_type": "code", |
| 27 | + "execution_count": 3, |
| 28 | + "metadata": { |
| 29 | + "collapsed": false |
| 30 | + }, |
| 31 | + "outputs": [], |
| 32 | + "source": [ |
| 33 | + "import pandas as pd" |
| 34 | + ] |
| 35 | + }, |
| 36 | + { |
| 37 | + "cell_type": "code", |
| 38 | + "execution_count": 4, |
| 39 | + "metadata": { |
| 40 | + "collapsed": true |
| 41 | + }, |
| 42 | + "outputs": [], |
| 43 | + "source": [ |
| 44 | + "import obscond" |
| 45 | + ] |
| 46 | + }, |
| 47 | + { |
| 48 | + "cell_type": "code", |
| 49 | + "execution_count": 5, |
| 50 | + "metadata": { |
| 51 | + "collapsed": false |
| 52 | + }, |
| 53 | + "outputs": [], |
| 54 | + "source": [ |
| 55 | + "hwbpDict, TotbpDict = BandpassDict.loadBandpassesFromFiles()" |
| 56 | + ] |
| 57 | + }, |
| 58 | + { |
| 59 | + "cell_type": "code", |
| 60 | + "execution_count": 9, |
| 61 | + "metadata": { |
| 62 | + "collapsed": false |
| 63 | + }, |
| 64 | + "outputs": [], |
| 65 | + "source": [ |
| 66 | + "pointings = pd.read_csv(os.path.join(obscond.example_data_dir, 'example_pointings.csv'), index_col='obsHistID')" |
| 67 | + ] |
| 68 | + }, |
| 69 | + { |
| 70 | + "cell_type": "code", |
| 71 | + "execution_count": 7, |
| 72 | + "metadata": { |
| 73 | + "collapsed": false |
| 74 | + }, |
| 75 | + "outputs": [], |
| 76 | + "source": [ |
| 77 | + "skycalc = obscond.SkyCalculations(photparams=\"LSST\", hwBandpassDict=hwbpDict)" |
| 78 | + ] |
| 79 | + }, |
| 80 | + { |
| 81 | + "cell_type": "code", |
| 82 | + "execution_count": 10, |
| 83 | + "metadata": { |
| 84 | + "collapsed": false |
| 85 | + }, |
| 86 | + "outputs": [ |
| 87 | + { |
| 88 | + "data": { |
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| 93 | + " <tr style=\"text-align: right;\">\n", |
| 94 | + " <th></th>\n", |
| 95 | + " <th>fieldRA</th>\n", |
| 96 | + " <th>fieldDec</th>\n", |
| 97 | + " <th>expMJD</th>\n", |
| 98 | + " <th>airmass</th>\n", |
| 99 | + " <th>FWHMeff</th>\n", |
| 100 | + " <th>filter</th>\n", |
| 101 | + " </tr>\n", |
| 102 | + " <tr>\n", |
| 103 | + " <th>obsHistID</th>\n", |
| 104 | + " <th></th>\n", |
| 105 | + " <th></th>\n", |
| 106 | + " <th></th>\n", |
| 107 | + " <th></th>\n", |
| 108 | + " <th></th>\n", |
| 109 | + " <th></th>\n", |
| 110 | + " </tr>\n", |
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| 162 | + "text/plain": [ |
| 163 | + " fieldRA fieldDec expMJD airmass FWHMeff filter\n", |
| 164 | + "obsHistID \n", |
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| 173 | + "metadata": {}, |
| 174 | + "output_type": "execute_result" |
| 175 | + } |
| 176 | + ], |
| 177 | + "source": [ |
| 178 | + "pointings[['fieldRA', 'fieldDec', 'expMJD', 'airmass', 'FWHMeff', 'filter']].head()" |
| 179 | + ] |
| 180 | + }, |
| 181 | + { |
| 182 | + "cell_type": "code", |
| 183 | + "execution_count": 11, |
| 184 | + "metadata": { |
| 185 | + "collapsed": false |
| 186 | + }, |
| 187 | + "outputs": [ |
| 188 | + { |
| 189 | + "name": "stderr", |
| 190 | + "output_type": "stream", |
| 191 | + "text": [ |
| 192 | + "WARNING: ErfaWarning: ERFA function \"taiutc\" yielded 1 of \"dubious year (Note 4)\" [astropy._erfa.core]\n", |
| 193 | + "WARNING: ErfaWarning: ERFA function \"utcut1\" yielded 1 of \"dubious year (Note 3)\" [astropy._erfa.core]\n", |
| 194 | + "/Users/rbiswas/soft/LSST/DarwinX86/healpy/1.8.1.lsst2+5/lib/python/healpy-1.8.1-py2.7-macosx-10.6-x86_64.egg/healpy/pixelfunc.py:1045: FutureWarning: comparison to `None` will result in an elementwise object comparison in the future.\n", |
| 195 | + " if phi == None:\n" |
| 196 | + ] |
| 197 | + }, |
| 198 | + { |
| 199 | + "data": { |
| 200 | + "text/plain": [ |
| 201 | + "21.260974999286908" |
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| 203 | + }, |
| 204 | + "execution_count": 11, |
| 205 | + "metadata": {}, |
| 206 | + "output_type": "execute_result" |
| 207 | + } |
| 208 | + ], |
| 209 | + "source": [ |
| 210 | + "skycalc.skymag('r', 0.925, -0.4789, 59580.14)" |
| 211 | + ] |
| 212 | + }, |
| 213 | + { |
| 214 | + "cell_type": "code", |
| 215 | + "execution_count": 12, |
| 216 | + "metadata": { |
| 217 | + "collapsed": false |
| 218 | + }, |
| 219 | + "outputs": [ |
| 220 | + { |
| 221 | + "data": { |
| 222 | + "text/plain": [ |
| 223 | + "24.000968703794982" |
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| 225 | + }, |
| 226 | + "execution_count": 12, |
| 227 | + "metadata": {}, |
| 228 | + "output_type": "execute_result" |
| 229 | + } |
| 230 | + ], |
| 231 | + "source": [ |
| 232 | + "skycalc.fiveSigmaDepth('r', 1.09, 1.12, sm=skycalc.sm)" |
| 233 | + ] |
| 234 | + }, |
| 235 | + { |
| 236 | + "cell_type": "code", |
| 237 | + "execution_count": 13, |
| 238 | + "metadata": { |
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| 249 | + " <th></th>\n", |
| 250 | + " <th>filtSkyBrightness</th>\n", |
| 251 | + " <th>fiveSigmaDepth</th>\n", |
| 252 | + " </tr>\n", |
| 253 | + " <tr>\n", |
| 254 | + " <th>obsHistID</th>\n", |
| 255 | + " <th></th>\n", |
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| 333 | + ], |
| 334 | + "source": [ |
| 335 | + "skycalc.calculatePointings(pointings)" |
| 336 | + ] |
| 337 | + } |
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| 360 | + "nbformat_minor": 1 |
| 361 | +} |
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