{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pyvo as vo\n", "import numpy as np\n", "import scipy \n", "import matplotlib.pyplot as plt\n", "import glob\n", "from time import sleep\n", "import astropy" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#get a list of all the help fields from the folder names in DMU32\n", "#the HELP dmu products can befound here https://github.com/H-E-L-P/dmu_products\n", "dirlist = glob.glob('../../../HELP/dmu_products/dmu32/dmu32_*')\n", "fields = []\n", "for dir in dirlist:\n", " if ('dmu32_' in dir) == True and ('.ipynb' in dir)==False:\n", " fields.append(dir[39:])" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['AKARI-NEP',\n", " 'AKARI-SEP',\n", " 'Bootes',\n", " 'CDFS-SWIRE',\n", " 'COSMOS',\n", " 'EGS',\n", " 'ELAIS-N1',\n", " 'ELAIS-N2',\n", " 'ELAIS-S1',\n", " 'GAMA-09',\n", " 'GAMA-12',\n", " 'GAMA-15',\n", " 'HDF-N',\n", " 'Herschel-Stripe-82',\n", " 'Lockman-SWIRE',\n", " 'NGP',\n", " 'SA13',\n", " 'SGP',\n", " 'SPIRE-NEP',\n", " 'SSDF',\n", " 'XMM-13hr',\n", " 'XMM-LSS',\n", " 'xFLS']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fields" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "#setup a connection to the HELP VO server at Sussex\n", "service = vo.dal.TAPService(\"https://herschel-vos.phys.sussex.ac.uk/__system__/tap/run/tap\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "done_fields = []" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n", "AKARI-NEP\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48141: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48519: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "1\n", "AKARI-SEP\n", "Job running\n", "job finsihed\n", "table editied, added 0 rows\n", "2\n", "Bootes\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48138: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48516: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "3\n", "CDFS-SWIRE\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48142: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48520: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 9308 rows\n", "4\n", "COSMOS\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48138: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48516: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 15747 rows\n", "5\n", "EGS\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48135: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48513: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "6\n", "ELAIS-N1\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48140: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48518: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 50129 rows\n", "7\n", "ELAIS-N2\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48140: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48518: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "8\n", "ELAIS-S1\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48140: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48518: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 25393 rows\n", "9\n", "GAMA-09\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48139: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48517: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 130293 rows\n", "10\n", "GAMA-12\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "VO call failed\n", "11\n", "GAMA-15\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48139: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48517: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 117234 rows\n", "12\n", "HDF-N\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48137: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48515: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "13\n", "Herschel-Stripe-82\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48150: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48528: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "14\n", "Lockman-SWIRE\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48145: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48523: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "15\n", "NGP\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48135: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48513: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "16\n", "SA13\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48136: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48514: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "17\n", "SGP\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48135: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48513: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "18\n", "SPIRE-NEP\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48141: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48519: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "19\n", "SSDF\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48136: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48514: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "20\n", "XMM-13hr\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48140: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48518: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "21\n", "XMM-LSS\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48139: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48517: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n", "22\n", "xFLS\n", "Job running\n", "Job running\n", "job finsihed\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: W35: None:2:48136: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n", "WARNING: W27: None:2:48514: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n", "WARNING: W06: None:38:1318: W06: Invalid UCD 'src.redsfhit': Unknown word 'src.redsfhit' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132474: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132760: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:132953: W06: Invalid UCD 'phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133308: W06: Invalid UCD 'stat.error;phot.flux;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133510: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133795: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:133987: W06: Invalid UCD 'phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134341: W06: Invalid UCD 'stat.error;phot.mag;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' [astropy.io.votable.tree]\n", "WARNING: W06: None:38:134541: W06: Invalid UCD 'meta.code.qual;em.opt.100-200nm': Unknown word 'em.opt.100-200nm' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "table editied, added 0 rows\n" ] } ], "source": [ "#loop over every field and send an SQL like query to the VO asking for every source with a CIGALE SED\n", "#This may fail due to errors server side. If that happens you can rerun this cell and it will skip fields \n", "#which have already been completed\n", "for n,field in enumerate(fields):\n", " print(n)\n", " if field in done_fields:\n", " continue\n", " #if field == 'Herschel-Stripe-82':\n", " # continue\n", " print(field)\n", " query = \"\"\"\n", " SELECT *\n", " FROM herschelhelp.main\n", " WHERE (\n", " herschelhelp.main.field = '{}' AND\n", " herschelhelp.main.cigale_dustlumin>0\n", " )\n", " \"\"\".format(field)#,(3.8*10**26*10**13))\n", " try:\n", " job = service.submit_job(query)\n", " job.run()\n", " \n", " while job.phase == \"EXECUTING\":\n", " print(\"Job running\")\n", " sleep(5)\n", " print('job finsihed') \n", "\n", " if n==0:\n", " table = job.fetch_result().to_table()\n", " print('table created with {} rows'.format(len(table)))\n", " else:\n", " result = job.fetch_result().to_table()\n", " table = astropy.table.vstack([result,table],join_type='outer')\n", " print('table editied, added {} rows'.format(len(result)))\n", "\n", " done_fields.append(field)\n", " except:\n", " print('VO call failed')\n", " job.delete()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table masked=True length=1968\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
fieldhelp_idradechp_idxebvredshiftzspeczspec_qualzspec_association_flagstellaritystellarity_originf_90prime_gferr_90prime_gf_ap_90prime_gferr_ap_90prime_gm_90prime_gmerr_90prime_gm_ap_90prime_gmerr_ap_90prime_gflag_90prime_gf_90prime_rferr_90prime_rf_ap_90prime_rferr_ap_90prime_rm_90prime_rmerr_90prime_rm_ap_90prime_rmerr_ap_90prime_rflag_90prime_rf_90prime_zferr_90prime_zf_ap_90prime_zferr_ap_90prime_zm_90prime_zmerr_90prime_zm_ap_90prime_zmerr_ap_90prime_zflag_90prime_zf_acs_f435wferr_acs_f435wf_ap_acs_f435wferr_ap_acs_f435wm_acs_f435wmerr_acs_f435wm_ap_acs_f435wmerr_ap_acs_f435wflag_acs_f435wf_acs_f606wferr_acs_f606wf_ap_acs_f606wferr_ap_acs_f606wm_acs_f606wmerr_acs_f606wm_ap_acs_f606wmerr_ap_acs_f606wflag_acs_f606wf_acs_f775wferr_acs_f775wf_ap_acs_f775wferr_ap_acs_f775wm_acs_f775wmerr_acs_f775wm_ap_acs_f775wmerr_ap_acs_f775wflag_acs_f775wf_acs_f814wferr_acs_f814wf_ap_acs_f814wferr_ap_acs_f814wm_acs_f814wmerr_acs_f814wm_ap_acs_f814wmerr_ap_acs_f814wflag_acs_f814wf_acs_f850lpferr_acs_f850lpf_ap_acs_f850lpferr_ap_acs_f850lpm_acs_f850lpmerr_acs_f850lpm_ap_acs_f850lpmerr_ap_acs_f850lpflag_acs_f850lpf_bessell_bferr_bessell_bf_ap_bessell_bferr_ap_bessell_bm_bessell_bmerr_bessell_bm_ap_bessell_bmerr_ap_bessell_bflag_bessell_bf_bessell_iferr_bessell_if_ap_bessell_iferr_ap_bessell_im_bessell_imerr_bessell_im_ap_bessell_imerr_ap_bessell_iflag_bessell_if_bessell_rferr_bessell_rf_ap_bessell_rferr_ap_bessell_rm_bessell_rmerr_bessell_rm_ap_bessell_rmerr_ap_bessell_rflag_bessell_rf_bessell_uferr_bessell_uf_ap_bessell_uferr_ap_bessell_um_bessell_umerr_bessell_um_ap_bessell_umerr_ap_bessell_uflag_bessell_uf_bessell_vferr_bessell_vf_ap_bessell_vferr_ap_bessell_vm_bessell_vmerr_bessell_vm_ap_bessell_vmerr_ap_bessell_vflag_bessell_vf_cfht12k_bferr_cfht12k_bf_ap_cfht12k_bferr_ap_cfht12k_bm_cfht12k_bmerr_cfht12k_bm_ap_cfht12k_bmerr_ap_cfht12k_bflag_cfht12k_bf_cfht12k_iferr_cfht12k_if_ap_cfht12k_iferr_ap_cfht12k_im_cfht12k_imerr_cfht12k_im_ap_cfht12k_imerr_ap_cfht12k_iflag_cfht12k_if_cfht12k_rferr_cfht12k_rf_ap_cfht12k_rferr_ap_cfht12k_rm_cfht12k_rmerr_cfht12k_rm_ap_cfht12k_rmerr_ap_cfht12k_rflag_cfht12k_rf_decam_gferr_decam_gf_ap_decam_gferr_ap_decam_gm_decam_gmerr_decam_gm_ap_decam_gmerr_ap_decam_gflag_decam_gf_decam_iferr_decam_if_ap_decam_iferr_ap_decam_im_decam_imerr_decam_im_ap_decam_imerr_ap_decam_iflag_decam_if_decam_rferr_decam_rf_ap_decam_rferr_ap_decam_rm_decam_rmerr_decam_rm_ap_decam_rmerr_ap_decam_rflag_decam_rf_decam_yferr_decam_yf_ap_decam_yferr_ap_decam_ym_decam_ymerr_decam_ym_ap_decam_ymerr_ap_decam_yflag_decam_yf_decam_zferr_decam_zf_ap_decam_zferr_ap_decam_zm_decam_zmerr_decam_zm_ap_decam_zmerr_ap_decam_zflag_decam_zf_galex_fuvferr_galex_fuvf_ap_galex_fuvferr_ap_galex_fuvm_galex_fuvmerr_galex_fuvm_ap_galex_fuvmerr_ap_galex_fuvflag_galex_fuvf_galex_nuvferr_galex_nuvf_ap_galex_nuvferr_ap_galex_nuvm_galex_nuvmerr_galex_nuvm_ap_galex_nuvmerr_ap_galex_nuvflag_galex_nuvf_gpc1_gferr_gpc1_gf_ap_gpc1_gferr_ap_gpc1_gm_gpc1_gmerr_gpc1_gm_ap_gpc1_gmerr_ap_gpc1_gflag_gpc1_gf_gpc1_iferr_gpc1_if_ap_gpc1_iferr_ap_gpc1_im_gpc1_imerr_gpc1_im_ap_gpc1_imerr_ap_gpc1_iflag_gpc1_if_gpc1_rferr_gpc1_rf_ap_gpc1_rferr_ap_gpc1_rm_gpc1_rmerr_gpc1_rm_ap_gpc1_rmerr_ap_gpc1_rflag_gpc1_rf_gpc1_yferr_gpc1_yf_ap_gpc1_yferr_ap_gpc1_ym_gpc1_ymerr_gpc1_ym_ap_gpc1_ymerr_ap_gpc1_yflag_gpc1_yf_gpc1_zferr_gpc1_zf_ap_gpc1_zferr_ap_gpc1_zm_gpc1_zmerr_gpc1_zm_ap_gpc1_zmerr_ap_gpc1_zflag_gpc1_zf_hawki_kferr_hawki_kf_ap_hawki_kferr_ap_hawki_km_hawki_kmerr_hawki_km_ap_hawki_kmerr_ap_hawki_kflag_hawki_kf_irac_i1ferr_irac_i1f_ap_irac_i1ferr_ap_irac_i1m_irac_i1merr_irac_i1m_ap_irac_i1merr_ap_irac_i1flag_irac_i1f_irac_i2ferr_irac_i2f_ap_irac_i2ferr_ap_irac_i2m_irac_i2merr_irac_i2m_ap_irac_i2merr_ap_irac_i2flag_irac_i2f_irac_i3ferr_irac_i3f_ap_irac_i3ferr_ap_irac_i3m_irac_i3merr_irac_i3m_ap_irac_i3merr_ap_irac_i3flag_irac_i3f_irac_i4ferr_irac_i4f_ap_irac_i4ferr_ap_irac_i4m_irac_i4merr_irac_i4m_ap_irac_i4merr_ap_irac_i4flag_irac_i4f_isaac_kferr_isaac_kf_ap_isaac_kferr_ap_isaac_km_isaac_kmerr_isaac_km_ap_isaac_kmerr_ap_isaac_kflag_isaac_kf_megacam_gferr_megacam_gf_ap_megacam_gferr_ap_megacam_gm_megacam_gmerr_megacam_gm_ap_megacam_gmerr_ap_megacam_gflag_megacam_gf_megacam_iferr_megacam_if_ap_megacam_iferr_ap_megacam_im_megacam_imerr_megacam_im_ap_megacam_imerr_ap_megacam_iflag_megacam_if_megacam_rferr_megacam_rf_ap_megacam_rferr_ap_megacam_rm_megacam_rmerr_megacam_rm_ap_megacam_rmerr_ap_megacam_rflag_megacam_rf_megacam_uferr_megacam_uf_ap_megacam_uferr_ap_megacam_um_megacam_umerr_megacam_um_ap_megacam_umerr_ap_megacam_uflag_megacam_uf_megacam_yferr_megacam_yf_ap_megacam_yferr_ap_megacam_ym_megacam_ymerr_megacam_ym_ap_megacam_ymerr_ap_megacam_yflag_megacam_yf_megacam_zferr_megacam_zf_ap_megacam_zferr_ap_megacam_zm_megacam_zmerr_megacam_zm_ap_megacam_zmerr_ap_megacam_zflag_megacam_zf_mips_24ferr_mips_24f_ap_mips_24ferr_ap_mips_24m_mips_24merr_mips_24m_ap_mips_24merr_ap_mips_24flag_mips_24f_mmt_gferr_mmt_gf_ap_mmt_gferr_ap_mmt_gm_mmt_gmerr_mmt_gm_ap_mmt_gmerr_ap_mmt_gflag_mmt_gf_mmt_iferr_mmt_if_ap_mmt_iferr_ap_mmt_im_mmt_imerr_mmt_im_ap_mmt_imerr_ap_mmt_iflag_mmt_if_mmt_rferr_mmt_rf_ap_mmt_rferr_ap_mmt_rm_mmt_rmerr_mmt_rm_ap_mmt_rmerr_ap_mmt_rflag_mmt_rf_mmt_uferr_mmt_uf_ap_mmt_uferr_ap_mmt_um_mmt_umerr_mmt_um_ap_mmt_umerr_ap_mmt_uflag_mmt_uf_mmt_zferr_mmt_zf_ap_mmt_zferr_ap_mmt_zm_mmt_zmerr_mmt_zm_ap_mmt_zmerr_ap_mmt_zflag_mmt_zf_moircs_kferr_moircs_kf_ap_moircs_kferr_ap_moircs_km_moircs_kmerr_moircs_km_ap_moircs_kmerr_ap_moircs_kflag_moircs_kf_moircs_ksferr_moircs_ksf_ap_moircs_ksferr_ap_moircs_ksm_moircs_ksmerr_moircs_ksm_ap_moircs_ksmerr_ap_moircs_ksflag_moircs_ksf_mosaic_bferr_mosaic_bf_ap_mosaic_bferr_ap_mosaic_bm_mosaic_bmerr_mosaic_bm_ap_mosaic_bmerr_ap_mosaic_bflag_mosaic_bf_mosaic_iferr_mosaic_if_ap_mosaic_iferr_ap_mosaic_im_mosaic_imerr_mosaic_im_ap_mosaic_imerr_ap_mosaic_iflag_mosaic_if_mosaic_rferr_mosaic_rf_ap_mosaic_rferr_ap_mosaic_rm_mosaic_rmerr_mosaic_rm_ap_mosaic_rmerr_ap_mosaic_rflag_mosaic_rf_mosaic_uferr_mosaic_uf_ap_mosaic_uferr_ap_mosaic_um_mosaic_umerr_mosaic_um_ap_mosaic_umerr_ap_mosaic_uflag_mosaic_uf_mosaic_zferr_mosaic_zf_ap_mosaic_zferr_ap_mosaic_zm_mosaic_zmerr_mosaic_zm_ap_mosaic_zmerr_ap_mosaic_zflag_mosaic_zf_newfirm_hferr_newfirm_hf_ap_newfirm_hferr_ap_newfirm_hm_newfirm_hmerr_newfirm_hm_ap_newfirm_hmerr_ap_newfirm_hflag_newfirm_hf_newfirm_h1ferr_newfirm_h1f_ap_newfirm_h1ferr_ap_newfirm_h1m_newfirm_h1merr_newfirm_h1m_ap_newfirm_h1merr_ap_newfirm_h1flag_newfirm_h1f_newfirm_h2ferr_newfirm_h2f_ap_newfirm_h2ferr_ap_newfirm_h2m_newfirm_h2merr_newfirm_h2m_ap_newfirm_h2merr_ap_newfirm_h2flag_newfirm_h2f_newfirm_jferr_newfirm_jf_ap_newfirm_jferr_ap_newfirm_jm_newfirm_jmerr_newfirm_jm_ap_newfirm_jmerr_ap_newfirm_jflag_newfirm_jf_newfirm_j1ferr_newfirm_j1f_ap_newfirm_j1ferr_ap_newfirm_j1m_newfirm_j1merr_newfirm_j1m_ap_newfirm_j1merr_ap_newfirm_j1flag_newfirm_j1f_newfirm_j2ferr_newfirm_j2f_ap_newfirm_j2ferr_ap_newfirm_j2m_newfirm_j2merr_newfirm_j2m_ap_newfirm_j2merr_ap_newfirm_j2flag_newfirm_j2f_newfirm_j3ferr_newfirm_j3f_ap_newfirm_j3ferr_ap_newfirm_j3m_newfirm_j3merr_newfirm_j3m_ap_newfirm_j3merr_ap_newfirm_j3flag_newfirm_j3f_newfirm_kferr_newfirm_kf_ap_newfirm_kferr_ap_newfirm_km_newfirm_kmerr_newfirm_km_ap_newfirm_kmerr_ap_newfirm_kflag_newfirm_kf_nicmos_f110wferr_nicmos_f110wf_ap_nicmos_f110wferr_ap_nicmos_f110wm_nicmos_f110wmerr_nicmos_f110wm_ap_nicmos_f110wmerr_ap_nicmos_f110wflag_nicmos_f110wf_nicmos_f160wferr_nicmos_f160wf_ap_nicmos_f160wferr_ap_nicmos_f160wm_nicmos_f160wmerr_nicmos_f160wm_ap_nicmos_f160wmerr_ap_nicmos_f160wflag_nicmos_f160wf_omega2000_jferr_omega2000_jf_ap_omega2000_jferr_ap_omega2000_jm_omega2000_jmerr_omega2000_jm_ap_omega2000_jmerr_ap_omega2000_jflag_omega2000_jf_omega2000_ksferr_omega2000_ksf_ap_omega2000_ksferr_ap_omega2000_ksm_omega2000_ksmerr_omega2000_ksm_ap_omega2000_ksmerr_ap_omega2000_ksflag_omega2000_ksf_omegacam_gferr_omegacam_gf_ap_omegacam_gferr_ap_omegacam_gm_omegacam_gmerr_omegacam_gm_ap_omegacam_gmerr_ap_omegacam_gflag_omegacam_gf_omegacam_iferr_omegacam_if_ap_omegacam_iferr_ap_omegacam_im_omegacam_imerr_omegacam_im_ap_omegacam_imerr_ap_omegacam_iflag_omegacam_if_omegacam_rferr_omegacam_rf_ap_omegacam_rferr_ap_omegacam_rm_omegacam_rmerr_omegacam_rm_ap_omegacam_rmerr_ap_omegacam_rflag_omegacam_rf_omegacam_uferr_omegacam_uf_ap_omegacam_uferr_ap_omegacam_um_omegacam_umerr_omegacam_um_ap_omegacam_umerr_ap_omegacam_uflag_omegacam_uf_omegacam_zferr_omegacam_zf_ap_omegacam_zferr_ap_omegacam_zm_omegacam_zmerr_omegacam_zm_ap_omegacam_zmerr_ap_omegacam_zflag_omegacam_zf_pacs_greenferr_pacs_greenf_ap_pacs_greenferr_ap_pacs_greenm_pacs_greenmerr_pacs_greenm_ap_pacs_greenmerr_ap_pacs_greenflag_pacs_greenf_pacs_redferr_pacs_redf_ap_pacs_redferr_ap_pacs_redm_pacs_redmerr_pacs_redm_ap_pacs_redmerr_ap_pacs_redflag_pacs_redf_quirc_hkferr_quirc_hkf_ap_quirc_hkferr_ap_quirc_hkm_quirc_hkmerr_quirc_hkm_ap_quirc_hkmerr_ap_quirc_hkflag_quirc_hkf_sdss_gferr_sdss_gf_ap_sdss_gferr_ap_sdss_gm_sdss_gmerr_sdss_gm_ap_sdss_gmerr_ap_sdss_gflag_sdss_gf_sdss_iferr_sdss_if_ap_sdss_iferr_ap_sdss_im_sdss_imerr_sdss_im_ap_sdss_imerr_ap_sdss_iflag_sdss_if_sdss_rferr_sdss_rf_ap_sdss_rferr_ap_sdss_rm_sdss_rmerr_sdss_rm_ap_sdss_rmerr_ap_sdss_rflag_sdss_rf_sdss_uferr_sdss_uf_ap_sdss_uferr_ap_sdss_um_sdss_umerr_sdss_um_ap_sdss_umerr_ap_sdss_uflag_sdss_uf_sdss_zferr_sdss_zf_ap_sdss_zferr_ap_sdss_zm_sdss_zmerr_sdss_zm_ap_sdss_zmerr_ap_sdss_zflag_sdss_zf_spire_250ferr_spire_250f_ap_spire_250ferr_ap_spire_250m_spire_250merr_spire_250m_ap_spire_250merr_ap_spire_250flag_spire_250f_spire_350ferr_spire_350f_ap_spire_350ferr_ap_spire_350m_spire_350merr_spire_350m_ap_spire_350merr_ap_spire_350flag_spire_350f_spire_500ferr_spire_500f_ap_spire_500ferr_ap_spire_500m_spire_500merr_spire_500m_ap_spire_500merr_ap_spire_500flag_spire_500f_suprime_bferr_suprime_bf_ap_suprime_bferr_ap_suprime_bm_suprime_bmerr_suprime_bm_ap_suprime_bmerr_ap_suprime_bflag_suprime_bf_suprime_gferr_suprime_gf_ap_suprime_gferr_ap_suprime_gm_suprime_gmerr_suprime_gm_ap_suprime_gmerr_a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GAMA-15HELP_J140613.147-004508.205211.554777957466-0.7522792378802574260163190.04042251339977245.5454---99False0.999819viking_stellarity----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------False----------------------------------False------------------28.2803730.350096972.6829684e-056.538071e-0720.2712940.01344087420.328460.026458083False------------------------------------15.1732990391243.703477861578889.153767639352881.4964987247163420.94729995727540.26500499248504621.4960002899170.177500993013382False7.097741000325910.5774493259048417.894414877946410.62691504467769121.77219963073730.088331997394561821.65670013427730.0862210020422935False0.4095624184983361.176691639373741.35182290201640.24417911058830324.86919975280763.119369983673123.57270050048830.196116000413895False26.83615214249464.6373559546118535.88888963930744.356535219647820.32819938659670.18761800229549420.01259994506840.1317970007658False17.55821188676371.6262919712487615.64300083046021.968111188610520.78879928588870.10056400299072320.91419982910160.136601001024246False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------0.065196640.076359450.118528220.0812318226.8644371.271633426.2154460.74409556False7.33647730.303289038.83739950.308074221.736280.04488419421.5341950.037849065False0.863151670.109487771.05389830.1118851724.0597820.1377218423.8430020.11526517False----------------False------------------------------------------------------------------------------------------------------------------------------------------------------------------4144.37843750.4976------------False16073.77054840.677------------False18377.6456408.956------------False----------------------------------False----------------False----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------False----------------------------------------------------------------------False----------------False------------------------------------------------------68.9174717.03738656.3684586.80246819.3041760.2684095519.522410.13102515False30.73218.80372450.009484.577164620.1810190.3110273219.6523690.09937303False17.5412510.98297328.0655485.96787520.7898480.67980420.2795660.23087159False35.477465.530796530.3894773.64426820.0251180.16926220.1931920.13020012False38.878143.2886243.0431.869758819.9257350.0918401419.8152430.047163647False44.713813.991636848.2566341.965663819.7738950.0969245319.6911070.044225883False43.2616586.068939742.7026672.725859919.8097420.1523119519.8238620.06930632False39.4291653.47517538.314031.847332619.9104560.09569371519.9416050.052349385False20.3397581.614170223.4923970.8722968720.6291350.0861643920.4726810.040314503False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------3334.13768416049461.588488990611007383858460.71215687104453.7536.04152314218729e+393.93903012932003e+386.78002896740488e+391.12244875844021e+3911110FalseFalse33
GAMA-15HELP_J141201.545-013005.483213.006438439956-1.501523133006254246428930.05584978528369975.473---99False0.947215viking_stellarity------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------0.102679010.16949666----26.37131.7922715---0.8992065False------------------0.00221942320.231230567.374912e-083.659872e-0730.5344113.1174126.7306085.388072False------------------13.4739430.362182861.3278905e-056.651381e-0721.0762710.0291848521.0920940.054384343False----------------------------------------------------False5.139012442449221.126999861885454.335105432999960.84955568727493722.12280082702640.23810499906539922.30750083923340.212772995233536False----------------False14.92794199783713.6369783957359919.58122024099074.8823192247583420.96500015258790.26452401280403120.67040061950680.2707140147686False8.752250737313971.340064564653510.48092534847742.2585993125461321.54470062255860.16623799502849621.34900093078610.233971998095512False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------0.037253820.051932790.01108745950.10083610627.4720731.513544328.7879189.874345False2.75912930.22686413.9038010.3944594622.7980690.08927256622.421280.10970818False0.275872350.057518790.364913340.0988298225.298230.2263736724.994530.29405093False----------------False------------------------------------------------------------------------------------------------------------------------------------------------------------------6068.12454346.3413------------False9898.0354425.841------------False20093.185164.464------------False----------------------------------False----------------False----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------False----------------------------------------------------------------------False----------------False------------------------------------------------------32.54298411.29770632.0010075.94138820.1188560.37692720.137090.20158054False----------------False----------------False----------------False28.8489636.434494528.0962872.807291720.2496740.2421634220.2783780.108483315False27.931183.118851225.7673851.23682320.2847770.12123547520.3723240.052114855False29.919356.076750825.5153052.625535220.210120.2205177720.3829980.11172269False23.770672.450312618.482811.048369220.4598960.1119191420.733080.061584387False10.3342131.073612310.7208810.550274121.3643050.1127961821.3244230.055727925False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------4907.25474977265403.7722299687131642192577456.43291095824778.4971.41881777491932e+401.26671773242632e+396.11597501824609e+399.94467974156552e+3801010FalseFalse33
GAMA-15HELP_J141004.300-010844.553212.517916710698-1.145709213596864246515710.04639579255564632.9642.977834False0.999999viking_stellarity------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------54.8084340.290360875.628571e-052.7474374e-0719.552880.005751949319.5240040.005299733False------------------70.454390.346104747.09851e-053.710102e-0719.2802350.00533364119.2720810.0056747007False------------------76.1674650.332268247.4220756e-055.5314683e-0719.195580.00473634819.2236860.008091693False------------------------------------43.80463647451350.89789045304911346.37887292454950.83267316033334119.7961997985840.022254999727010719.73419952392580.0194930005818605False59.84670615492750.63344884495004865.90529192860280.6544176876861919.45739936828610.011491999961435819.35269927978520.0107810003682971False52.61624396334010.75934088931939858.50592628360780.73403439753453119.59720039367680.015668999403715119.48200035095210.0136219998821616False62.62103997784144.7913272882005975.57876844065218.170824914665519.40819931030270.083072997629642519.20400047302250.117379002273083False58.9060721094561.2889783366127767.35964827572431.5941313777144819.47459983825680.023757999762892719.32900047302250.0256949998438358False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------43.4272730.1476414446.39050.142272219.8055930.003691220419.7339250.0033297783False61.2958030.4677216464.398390.3299597819.4314230.00828478119.3778150.0055630156False55.4612270.1663618257.9539260.134031319.5400260.003256780819.4922940.0025110054False6.7477020.24152477.12413360.1986669521.827110.0388624321.7681730.03027735False------------------------------------------------------------------------------------------------------------------------------------------------------------------22897.2996285.461------------False16546.6157491.6953------------False15382.7489800.932------------False----------------------------------False----------------False----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------False----------------------------------------------------------------------False----------------False------------------------------------------------------78.1291668.10530987.402635.551991519.1679670.112636919.0461880.068968154False57.67929.96443779.48785.816341419.4974520.187567619.1492480.07944631False86.1061710.43817986.127635.948801519.0624140.1316178419.0621430.07499137False74.192486.37520176.328233.76697519.22410.0932949919.1932870.053583596False75.4607856.832134786.219413.12604119.2056960.0983013419.0609870.03936533False82.584172.708993294.611941.423366419.1077580.03561520218.9601350.016334094False81.564815.90051989.501022.77489919.1212430.0785437619.020430.03366228False84.944322.331181884.363411.34049919.0771640.02979655819.0846140.01725189False67.381671.454925168.4040150.740395419.3286460.02344353919.3122960.011751857False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------2777.39272344952138.869636172476308949154743.54436378314647.07964.68667873658793e+392.34333936829396e+382.16168427100903e+395.07125241833062e+3811113FalseFalse33
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GAMA-15HELP_J141247.204-011148.817213.196683270057-1.196893539915894246472570.05058491716000935.5563---99False0.999999viking_stellarity----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------False----------------------------------False------------------35.022540.37465093.28298e-056.658012e-0720.0391310.01161457720.109330.022019155False----------------------------------------------------False7.79901296545530.605425154535289.4432162265680.79116150703749721.6699008941650.084284000098705321.46220016479490.0909639969468117False10.00184825390937.63484893316095.432999597402995.6267224013600721.39979934692380.82879000902175922.06240081787111.12444996833801False41.85621457645713.5658516354641449.5450016730084.7180035102770919.84560012817380.092496998608112319.66250038146970.103390999138355False21.73703563701131.3118665620831623.01864594283292.205874753009620.5569992065430.065526001155376420.4948005676270.104046002030373False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------0.082347580.104830780.261569440.1010957626.6108721.382172625.3560330.4196336False8.4028310.388164079.2835360.341258621.5889360.05015497721.480720.03991117False1.00572240.114895171.1146810.0985493123.8938050.1240360623.7821270.095990285False0.0559298880.224071070.035326440.2240414627.030894.349768627.5297556.8857746False------------------------------------------------------------------------------------------------------------------------------------------------------------------10530.2655158.3135------------False16499.7034928.8145------------False7586.46347497.5464------------True----------------------------------False----------------False----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------False----------------------------------------------------------------------False----------------False------------------------------------------------------62.72318611.10404569.43476.50174419.406430.1922106419.2960590.101666436False60.9243628.08294266.165346.38015819.4380230.1440465319.3484230.10469483False55.3144848.17249758.9290546.38981619.5429020.1604132519.4741760.11772893False30.2741837.974952742.9421734.574302720.1973190.286009219.817790.11565521False82.030387.73516767.715413.061219.1150630.10238097619.323280.049082708False73.092852.703979369.875211.35777219.2403130.04016546519.2891920.021097356False54.6174475.34941565.1529852.716022319.5566710.1063406319.3651640.045260914False55.903672.302348148.3067861.179324919.5313990.0447151819.689980.026506333False34.1792451.313523727.124040.630016720.0655940.0417253320.3166140.02521866False------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------4644.14971753183271.8926996740531617300282520.06167730958933.0928.63196584935698e+394.31598292467849e+389.24509865093179e+393.50782402174995e+3911110FalseFalse33
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" ], "text/plain": [ "\n", " field help_id ... flag_optnir_obs flag_optnir_det\n", " ... \n", " object object ... int16 int16 \n", "---------- --------------------------- ... --------------- ---------------\n", " GAMA-15 HELP_J140739.985-014037.610 ... 3 3\n", " GAMA-15 HELP_J140613.147-004508.205 ... 3 3\n", " GAMA-15 HELP_J141201.545-013005.483 ... 3 3\n", " GAMA-15 HELP_J141004.300-010844.553 ... 3 3\n", " GAMA-15 HELP_J141001.067-010625.781 ... 3 3\n", " GAMA-15 HELP_J141247.204-011148.817 ... 3 3\n", " GAMA-15 HELP_J140908.535-000851.819 ... 3 3\n", " GAMA-15 HELP_J140956.814-000731.754 ... 3 3\n", " GAMA-15 HELP_J141251.446-001003.839 ... 3 3\n", " ... ... ... ... ...\n", " COSMOS HELP_J100209.648+023632.549 ... 3 3\n", " COSMOS HELP_J100224.785+023211.522 ... 3 3\n", " COSMOS HELP_J100240.646+020629.881 ... 3 3\n", " COSMOS HELP_J100310.393+022706.479 ... 3 3\n", " COSMOS HELP_J100252.637+024159.123 ... 3 3\n", " COSMOS HELP_J100306.119+024714.786 ... 3 3\n", "CDFS-SWIRE HELP_J032813.230-290058.015 ... 7 7\n", "CDFS-SWIRE HELP_J033304.425-291556.818 ... 7 7\n", "CDFS-SWIRE HELP_J033501.915-291559.510 ... 7 7\n", "CDFS-SWIRE HELP_J033715.526-275330.284 ... 7 7" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#make your cuts on the data to select only the most luminous sources\n", "mask = table['cigale_dustlumin']>3.8*10**26*10**13\n", "table[mask]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "total number of sources with Ldust>10^13 solar luminosities is 1968\n", "total number of sources with Ldust>10^13 solar luminosities and a spectoscopic redshift is 40\n" ] } ], "source": [ "#showing the fraction of all sources with a cigale fit whose dust luminosity is over 10^13 solar luminosities\n", "bins = np.arange(0,6,0.25)\n", "photz = table['redshift']\n", "allz,_ = np.histogram(photz,bins=bins)\n", "\n", "mask = table['cigale_dustlumin']>3.8*10**26*10**13\n", "photz = table['redshift'][mask]\n", "brightz,_ = np.histogram(photz,bins=bins)\n", "\n", "plt.plot(bins[:-1]+0.25,(brightz/allz))\n", "\n", "plt.xlabel('photoz')\n", "plt.ylabel('fraction')\n", "plt.title('fraction of sources with cigale fits whose Ldust>10^13 sol lum')\n", "plt.show()\n", "print('total number of sources with Ldust>10^13 solar luminosities is {}'.format(np.sum(mask)))\n", "\n", "mask = mask & (~np.isnan(table['zspec']))\n", "print('total number of sources with Ldust>10^13 solar luminosities and a spectoscopic redshift is {}'.format(np.sum(mask)))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x = table['redshift']\n", "y = np.log10(table['cigale_dustlumin']/(3.8*10**26))\n", "plt.scatter(x,y,s=0.01)\n", "\n", "mask = table['cigale_dustlumin']>3.8*10**26*10**13\n", "x = table['redshift'][mask]\n", "y = np.log10(table['cigale_dustlumin']/(3.8*10**26))[mask]\n", "plt.scatter(x,y,s=0.01)\n", "\n", "mask = (table['cigale_dustlumin']>3.8*10**26*10**13) & (~np.isnan(table['zspec']))\n", "x = table['redshift'][mask]\n", "y = np.log10(table['cigale_dustlumin']/(3.8*10**26))[mask]\n", "plt.scatter(x,y,s=1,color='red')\n", "\n", "plt.xlabel('redshift (photoz)')\n", "plt.ylabel('log(dust luminosity) (solar luminosities)')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above plot is colour coded as such, orange sources have a solar luminosity above 10^13 and the red sources are these luminous sources whose redshift was determined spectroscopically" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "mask = (table['cigale_dustlumin']>3.8*10**26*10**13) & (~np.isnan(table['zspec']))\n", "table[mask]['ra','dec','zspec','cigale_dustlumin'].write('../data/ULIRG_HELP_zspec.csv',format='csv')" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table masked=True length=40\n", "
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radeczspeccigale_dustlumin
degdegW
float64float64float32float64
212.517916710698-1.145709213596862.977834.68667873658793e+39
215.138576688326-0.5426346203906962.702684.05460404457756e+39
216.192060895605-1.25247159903453.657216.13311660231036e+39
218.671920735512-1.763545515783372.505597.21706461705536e+39
218.141560816895-1.362598947797440.5201413.86912871144186e+39
221.119287070439-1.395569344726144.196056.51854660435849e+39
221.91609809789-1.488840750572311.22074.35296843956537e+39
222.627259309823-1.432720314222871.596916.23267381465901e+39
223.463033906036-0.299034323268343.015375.83476501378405e+39
............
138.5031876254191.386385211072493.095564.19333080266777e+39
138.1584673075172.013064238568413.041284.99775211880701e+39
9.17275682643405-43.34387833859970.138017.55924833340837e+39
8.32921425687611-45.38859510544670.1354.23953785647438e+39
8.68245338150033-45.18944807856120.5785.29532445651249e+39
242.82498864005754.34024047349930.5962278.73499833294824e+39
240.81124788205754.37387269849931.7565.212934221238e+39
245.19498490305755.46954920049930.6017056.76225317487564e+39
242.83041636305756.53438969849933.490665.91363739268129e+39
241.41494678505754.76306190949932.448134.72992988042006e+39
" ], "text/plain": [ "\n", " ra dec zspec cigale_dustlumin \n", " deg deg W \n", " float64 float64 float32 float64 \n", "---------------- ------------------ -------- --------------------\n", "212.517916710698 -1.14570921359686 2.97783 4.68667873658793e+39\n", "215.138576688326 -0.542634620390696 2.70268 4.05460404457756e+39\n", "216.192060895605 -1.2524715990345 3.65721 6.13311660231036e+39\n", "218.671920735512 -1.76354551578337 2.50559 7.21706461705536e+39\n", "218.141560816895 -1.36259894779744 0.520141 3.86912871144186e+39\n", "221.119287070439 -1.39556934472614 4.19605 6.51854660435849e+39\n", " 221.91609809789 -1.48884075057231 1.2207 4.35296843956537e+39\n", "222.627259309823 -1.43272031422287 1.59691 6.23267381465901e+39\n", "223.463033906036 -0.29903432326834 3.01537 5.83476501378405e+39\n", " ... ... ... ...\n", "138.503187625419 1.38638521107249 3.09556 4.19333080266777e+39\n", "138.158467307517 2.01306423856841 3.04128 4.99775211880701e+39\n", "9.17275682643405 -43.3438783385997 0.13801 7.55924833340837e+39\n", "8.32921425687611 -45.3885951054467 0.135 4.23953785647438e+39\n", "8.68245338150033 -45.1894480785612 0.578 5.29532445651249e+39\n", "242.824988640057 54.3402404734993 0.596227 8.73499833294824e+39\n", "240.811247882057 54.3738726984993 1.756 5.212934221238e+39\n", "245.194984903057 55.4695492004993 0.601705 6.76225317487564e+39\n", "242.830416363057 56.5343896984993 3.49066 5.91363739268129e+39\n", "241.414946785057 54.7630619094993 2.44813 4.72992988042006e+39" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "table[mask]['ra','dec','zspec','cigale_dustlumin']" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }