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jdnc/vizier-revised.json

Created July 11, 2013 05:14
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vizier-revised.json
{
"metadata": {
"name": "vizier-examples"
},
"name": "vizier-examples",
"nbformat": 2,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "from astroquery.vizier import Vizier\nimport astropy.units as u\nimport astropy.coordinates as coord",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: ConfigurationDefaultMissingWarning: Requested default configuration file /home/rk7/astropy/astropy/astropy.cfg is not a file. Cannot install default profile. If you are importing from source, this is expected. [astropy]"
}
],
"prompt_number": 1
},
{
"cell_type": "markdown",
"source": "**These are some examples for Vizier - a new ```TableList``` object is now returned\nas a result of all the queries, as discussed.**"
},
{
"cell_type": "markdown",
"source": "Query all catalogs for Sirius without specifying any keywords or catalogs\n---------------------------------------------------------------------------"
},
{
"cell_type": "code",
"collapsed": false,
"input": "result = Vizier.query_object(\"sirius\")",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: W27: /tmp/tmpo2Cwhu:33:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:41:4: W50: Invalid unit string '\"h:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:44:4: W50: Invalid unit string '\"d:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:69:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:70:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:91:4: W50: Invalid unit string '\"h:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:94:4: W50: Invalid unit string '\"d:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:118:4: W50: Invalid unit string '\"h:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:122:4: W50: Invalid unit string '\"d:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:156:4: W50: Invalid unit string '\"h:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:159:4: W50: Invalid unit string '\"d:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:183:4: W50: Invalid unit string '\"h:m:s\"' [astropy.io.votable.exceptions]\nWARNING: W50: /tmp/tmpo2Cwhu:187:4: W50: Invalid unit string '\"d:m:s\"' (suppressing further warnings of this type...) [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:202:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:256:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:314:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:373:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:386:4: W03: Implictly generating an ID from a name 'dRAms(i)' -> 'dRAms_i_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:389:4: W03: Implictly generating an ID from a name 'o_dRAms(i)' -> 'o_dRAms_i_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:392:4: W03: Implictly generating an ID from a name 'e_dRAms(i)' -> 'e_dRAms_i_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:396:4: W03: Implictly generating an ID from a name 'dRAms(FK4)' -> 'dRAms_FK4_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:431:4: W03: Implictly generating an ID from a name 'dRAms(i)' -> 'dRAms_i_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:434:4: W03: Implictly generating an ID from a name 'o_dRAms(i)' -> 'o_dRAms_i_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:437:4: W03: Implictly generating an ID from a name 'e_dRAms(i)' -> 'e_dRAms_i_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:441:4: W03: Implictly generating an ID from a name 'dRAms(FK4)' -> 'dRAms_FK4_' [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W27: /tmp/tmpo2Cwhu:467:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:610:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpo2Cwhu:791:2: W27: COOSYS deprecated in VOTable 1.2 (suppressing further warnings of this type...) [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W06: /tmp/tmpo2Cwhu:1715:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.V': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:1775:33: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:1794:4: W06: Invalid UCD 'obs.field': Secondary word 'obs.field' is not valid as a primary word [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:1951:120: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:1980:4: W03: Implictly generating an ID from a name 'RA(ICRS)' -> 'RA_ICRS_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpo2Cwhu:1984:4: W03: Implictly generating an ID from a name 'DE(ICRS)' -> 'DE_ICRS_' (suppressing further warnings of this type...) [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:2004:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.V': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:2150:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.V': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:2365:4: W06: Invalid UCD 'obs.field': Secondary word 'obs.field' is not valid as a primary word [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W49: /tmp/tmpo2Cwhu:2947:109: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:2948:51: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:2948:60: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:2949:71: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:3081:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.R': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:3120:4: W06: Invalid UCD 'phot.color': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:3242:114: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:3685:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.V': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W06: /tmp/tmpo2Cwhu:4053:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.V': Unknown word 'phot.color' [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpo2Cwhu:4383:4: W06: Invalid UCD 'phot.color;em.opt.B;em.opt.V': Unknown word 'phot.color' (suppressing further warnings of this type...) [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4945:139: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4946:149: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4947:139: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W46: /tmp/tmpo2Cwhu:4948:150: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4949:151: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4950:151: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4951:140: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:4952:151: W46: char value is too long for specified length of 6 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:5127:175: W46: char value is too long for specified length of 7 [astropy.io.votable.exceptions]\nWARNING: W46: /tmp/tmpo2Cwhu:5127:193: W46: char value is too long for specified length of 6 (suppressing further warnings of this type...) [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W49: /tmp/tmpo2Cwhu:5824:155: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:5827:141: W49: Empty cell illegal for integer fields. [astropy.io.votable.exceptions]\nWARNING: W49: /tmp/tmpo2Cwhu:6183:4: W49: Empty cell illegal for integer fields. (suppressing further warnings of this type...) [astropy.io.votable.exceptions]\nWARNING"
},
{
"output_type": "stream",
"stream": "stdout",
"text": ": W07: /tmp/tmpo2Cwhu:16318:2: W07: Invalid astroYear in equinox: 'E1601' [astropy.io.votable.exceptions]\nWARNING: W07: /tmp/tmpo2Cwhu:16486:2: W07: Invalid astroYear in equinox: 'E1661' [astropy.io.votable.exceptions]"
}
],
"prompt_number": 2
},
{
"cell_type": "markdown",
"source": "**The result is a TableList object as seen below**"
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "< TableList with 231 tables:\n\t'ReadMeObj' with 5 rows\n\t'I/34/greenw2a' with 1 rows\n\t'I/40/catalog' with 1 rows\n\t'I/80/n30' with 1 rows\n\t'I/82/catalog' with 1 rows\n\t'I/87B/catalog' with 1 rows\n\t'I/98A/catalog' with 1 rows\n\t'I/98A/remarks' with 1 rows\n\t'I/100A/w10' with 1 rows\n\t'I/100A/w25' with 1 rows\n\t'I/100A/w50' with 5 rows\n\t'I/113A/catalog' with 1 rows\n\t'I/131A/sao' with 1 rows\n\t'I/143/fk4_1950' with 1 rows\n\t'I/149A/catalog' with 1 rows\n\t'I/193/ppm2' with 1 rows\n\t'I/196/main' with 1 rows\n\t'I/196/annex1' with 4 rows\n\t'I/197A/tic' with 1 rows\n\t'I/238A/picat' with 1 rows\n\t'I/239/hip_main' with 1 rows\n\t'I/239/tyc_main' with 1 rows\n\t'I/246/act' with 1 rows\n\t'I/248/catalog' with 1 rows\n\t'I/252/out' with 1 rows\n\t'I/254/out' with 2 rows\n\t'I/256/fk5u' with 4 rows\n\t'I/259/suppl_1' with 1 rows\n\t'I/260/ccdmhipn' with 4 rows\n\t'I/270/cpirss01' with 1 rows\n\t'I/274/ccdm' with 4 rows\n\t'I/275/ac2002' with 2 rows\n\t'I/276/supplem' with 1 rows\n\t'I/279/catalog' with 1 rows\n\t'I/280B/ascc' with 1 rows\n\t'I/284/out' with 1 rows\n\t'I/294A/ucac2bss' with 1 rows\n\t'I/297/out' with 8 rows\n\t'I/305/out' with 15 rows\n\t'I/311/hip2' with 1 rows\n\t'I/312/sample' with 3 rows\n\t'I/317/sample' with 3 rows\n\t'I/322A/out' with 3 rows\n\t'II/2B/catalog' with 1 rows\n\t'II/5A/data' with 1 rows\n\t'II/7A/catalog' with 5 rows\n\t'II/50/ubv' with 1 rows\n\t'II/59B/catalog' with 1 rows\n\t'II/62/catalog' with 1 rows\n\t'II/94/main' with 1 rows\n\t'II/125/main' with 1 rows\n\t'II/126/sources' with 3 rows\n\t'II/134/data' with 8 rows\n\t'II/167/catalog' with 3 rows\n\t'II/168/ubvmeans' with 2 rows\n\t'II/169/main' with 1 rows\n\t'II/199A/stars' with 1 rows\n\t'II/215/catalog' with 2 rows\n\t'II/224/cadars' with 24 rows\n\t'II/225/catalog' with 50 rows\n\t'II/225/names' with 11 rows\n\t'II/225/psc' with 1 rows\n\t'II/235/deltam' with 4 rows\n\t'II/237/colors' with 1 rows\n\t'II/246/out' with 7 rows\n\t'II/275/fsr' with 1 rows\n\t'II/275/assoc' with 9 rows\n\t'II/297/irc' with 1 rows\n\t'II/298/fis' with 1 rows\n\t'II/311/wise' with 19 rows\n\t'III/18B/mkclass' with 9 rows\n\t'III/21/gcrv' with 1 rows\n\t'III/39A/catalog' with 1 rows\n\t'III/42/catalog' with 1 rows\n\t'III/45/stars' with 1 rows\n\t'III/47B/catalog' with 1 rows\n\t'III/77/stars' with 1 rows\n\t'III/78/mkext' with 4 rows\n\t'III/126/stars' with 1 rows\n\t'III/133/vol4' with 1 rows\n\t'III/135A/catalog' with 1 rows\n\t'III/148A/table1' with 4 rows\n\t'III/148A/table3' with 2 rows\n\t'III/184/catalog' with 2 rows\n\t'III/190B/web' with 1 rows\n\t'III/193/catalog' with 1 rows\n\t'III/197/lrs' with 1 rows\n\t'III/201/stars' with 1 rows\n\t'III/202/catalog' with 1 rows\n\t'III/213/catalog' with 1 rows\n\t'III/223/mk12' with 2 rows\n\t'III/235B/catalog' with 1 rows\n\t'III/244/catalog' with 16 rows\n\t'III/244/mean' with 1 rows\n\t'III/244/standard' with 1 rows\n\t'III/249/catalog' with 7 rows\n\t'III/252/table8' with 1 rows\n\t'III/254/crvad2' with 1 rows\n\t'III/260/catalog' with 1 rows\n\t'IV/22/index' with 1 rows\n\t'IV/25/tyc2_hd' with 1 rows\n\t'IV/27A/catalog' with 1 rows\n\t'V/14/catalog' with 1 rows\n\t'V/15/catalog' with 1 rows\n\t'V/24/cstar' with 1 rows\n\t'V/32A/catalog' with 2 rows\n\t'V/50/catalog' with 1 rows\n\t'V/51/disco' with 10 rows\n\t'V/53A/catalog' with 1 rows\n\t'V/68A/table1' with 1 rows\n\t'V/70A/catalog' with 2 rows\n\t'V/85A/catalog' with 2 rows\n\t'V/98/msx' with 1 rows\n\t'V/101/catalog' with 2 rows\n\t'V/109/sky2kv4' with 1 rows\n\t'V/134/arxa' with 1 rows\n\t'V/135/catalog' with 1 rows\n\t'V/137D/XHIP' with 1 rows\n\t'VI/32/data1' with 1 rows\n\t'VI/110/inescat' with 50 rows\n\t'VI/111/isolog' with 24 rows\n\t'VI/129/fuse' with 4 rows\n\t'VIII/65/nvss' with 1 rows\n\t'IX/6/data' with 1 rows\n\t'IX/8/catalog' with 2 rows\n\t'IX/10A/1rxs' with 1 rows\n\t'IX/10A/1rxs_cor' with 1 rows\n\t'IX/10A/cor_iras' with 1 rows\n\t'IX/10A/cor_nvs' with 1 rows\n\t'IX/10A/cor_pri' with 13 rows\n\t'IX/10A/cor_hst' with 1 rows\n\t'IX/10A/cor_wfc' with 1 rows\n\t'IX/10A/cor_ros' with 3 rows\n\t'IX/13/2e' with 5 rows\n\t'IX/24/hrifield' with 2 rows\n\t'IX/24/hrisrc' with 1 rows\n\t'IX/25/ipcfield' with 1 rows\n\t'IX/25/ipcihut' with 1 rows\n\t'IX/28A/hricat' with 33 rows\n\t'IX/28A/seq' with 1 rows\n\t'IX/35/survey' with 1 rows\n\t'IX/35/faint' with 1 rows\n\t'B/denis/denis' with 50 rows\n\t'B/hst/hstlog' with 50 rows\n\t'B/cfht/cfht' with 50 rows\n\t'B/chandra/chandra' with 5 rows\n\t'B/eso/eso_arc' with 50 rows\n\t'B/sb9/main' with 1 rows\n\t'B/mk/mktypes' with 17 rows\n\t'B/gcvs/nsv_cat' with 2 rows\n\t'B/wds/wds' with 5 rows\n\t'B/vsx/vsx' with 2 rows\n\t'B/pastel/pastel' with 17 rows\n\t'J/ApJ/351/492/st_uma_1' with 1 rows\n\t'J/ApJ/508/397/stars' with 2 rows\n\t'J/ApJ/571/512/table1' with 1 rows\n\t'J/ApJ/582/1011/table2' with 1 rows\n\t'J/ApJ/616/562/vsini' with 1 rows\n\t'J/ApJ/620/1010/table1' with 1 rows\n\t'J/ApJ/629/507/Pecc' with 1 rows\n\t'J/ApJ/652/1554/table4' with 1 rows\n\t'J/ApJ/653/675/table1' with 1 rows\n\t'J/ApJ/660/1556/table4' with 1 rows\n\t'J/ApJ/700/1299/table2' with 2 rows\n\t'J/ApJ/734/13/table1' with 1 rows\n\t'J/ApJ/737/45/table1' with 1 rows\n\t'J/ApJ/743/138/table5' with 1 rows\n\t'J/ApJS/94/127/table1' with 6 rows\n\t'J/ApJS/111/445/table1' with 1 rows\n\t'J/ApJS/112/557/table1' with 1 rows\n\t'J/ApJS/119/207/table1' with 1 rows\n\t'J/ApJS/119/207/table6' with 1 rows\n\t'J/ApJS/150/343/table2' with 2 rows\n\t'J/ApJS/151/299/table5' with 1 rows\n\t'J/ApJS/154/673/DIRBE' with 1 rows\n\t'J/ApJS/154/673/table5' with 1 rows\n\t'J/ApJS/184/138/table3' with 1 rows\n\t'J/ApJS/190/203/table3' with 1 rows\n\t'J/ApJS/199/8/table1' with 12 rows\n\t'J/ApJS/199/8/table2' with 2 rows\n\t'J/A+A/281/161/radiostars' with 1 rows\n\t'J/A+A/281/161/table9' with 1 rows\n\t'J/A+A/316/147/table1' with 1 rows\n\t'J/A+A/348/897/tablea6' with 1 rows\n\t'J/A+A/352/555/table1' with 1 rows\n\t'J/A+A/381/105/table4' with 1 rows\n\t'J/A+A/381/446/table2a' with 1 rows\n\t'J/A+A/386/492/charm' with 1 rows\n\t'J/A+A/390/1033/table1' with 1 rows\n\t'J/A+A/393/897/table9' with 1 rows\n\t'J/A+A/407/631/tablea1' with 2 rows\n\t'J/A+A/420/183/table3' with 1 rows\n\t'J/A+A/420/507/MWDCat' with 1 rows\n\t'J/A+A/431/773/charm2' with 8 rows\n\t'J/A+A/434/1201/table4' with 1 rows\n\t'J/A+A/475/677/stars' with 1 rows\n\t'J/A+A/489/1271/table2' with 2 rows\n\t'J/A+A/510/A54/table1' with 1 rows\n\t'J/A+A/531/A143/table1' with 1 rows\n\t'J/A+A/533/A107/stars' with 1 rows\n\t'J/A+A/541/A52/table1' with 1 rows\n\t'J/A+A/546/A61/tablea1' with 1 rows\n\t'J/A+A/546/A69/table1' with 1 rows\n\t'J/A+AS/101/551/table1' with 1 rows\n\t'J/A+AS/114/465/table2' with 1 rows\n\t'J/A+AS/114/465/table4' with 1 rows\n\t'J/A+AS/119/547/table5' with 1 rows\n\t'J/A+AS/119/547/table7' with 1 rows\n\t'J/A+AS/135/503/table8' with 1 rows\n\t'J/AJ/107/751/table2' with 1 rows\n\t'J/AJ/115/2587/table1' with 5 rows\n\t'J/AJ/115/2587/table2' with 5 rows\n\t'J/AJ/121/2189/table1' with 2 rows\n\t'J/AJ/126/2048/table1' with 1 rows\n\t'J/AJ/127/477/table1' with 1 rows\n\t'J/AJ/135/1225/localWD' with 1 rows\n\t'J/AJ/138/1681/WD20pc' with 1 rows\n\t'J/AJ/141/129/table6' with 3 rows\n\t'J/AJ/143/28/iuestars' with 1 rows\n\t'J/PASP/109/998/table1' with 1 rows\n\t'J/PASP/120/1128/catalog' with 1 rows\n\t'J/PASP/122/885/table1' with 1 rows\n\t'J/MNRAS/260/77/table1' with 4 rows\n\t'J/MNRAS/274/1165/catalog' with 1 rows\n\t'J/MNRAS/389/869/table2' with 1 rows\n\t'J/MNRAS/394/1338/tablea2' with 1 rows\n\t'J/MNRAS/403/1089/table4' with 2 rows\n\t'J/AZh/72/495/table5' with 2 rows\n\t'J/AZh/83/821/osaca' with 1 rows\n\t'J/PAZh/31/437/table' with 1 rows\n\t'J/BaltA/10/481/table1' with 1 rows\n>"
}
],
"prompt_number": 3
},
{
"cell_type": "markdown",
"source": "**To read a particular table from the TableList object do:**"
},
{
"cell_type": "code",
"collapsed": false,
"input": "result['I/297/out']",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: Warning: converting a masked element to nan. [numpy.ma.core]"
},
{
"html": "<table><tr><th>NOMAD1</th><th>YM</th><th>RAJ2000</th><th>DEJ2000</th><th>r</th><th>...</th><th>r_Rmag</th><th>Jmag</th><th>Hmag</th><th>Kmag</th><th>R</th></tr><tr><td>0732-0129908</td><td>.M</td><td>101.2871553</td><td>-16.7161158</td><td>H</td><td>...</td><td></td><td>-1.391</td><td>-1.391</td><td>-1.390</td><td></td></tr><tr><td>0732-0129909</td><td>..</td><td>101.2885389</td><td>-16.7131444</td><td>B</td><td>...</td><td>B</td><td>nan</td><td>nan</td><td>nan</td><td></td></tr><tr><td>0732-0129919</td><td>.M</td><td>101.3151019</td><td>-16.7345353</td><td>M</td><td>...</td><td></td><td>10.631</td><td>10.339</td><td>10.185</td><td></td></tr><tr><td>0732-0129920</td><td>.M</td><td>101.3162139</td><td>-16.7027681</td><td>M</td><td>...</td><td></td><td>10.147</td><td>10.339</td><td>10.364</td><td></td></tr><tr><td>0732-0129923</td><td>.M</td><td>101.3199769</td><td>-16.7160761</td><td>M</td><td>...</td><td></td><td>12.163</td><td>11.960</td><td>12.944</td><td></td></tr><tr><td>0732-0129924</td><td>.M</td><td>101.3210589</td><td>-16.7162172</td><td>M</td><td>...</td><td></td><td>12.522</td><td>12.092</td><td>12.506</td><td></td></tr><tr><td>0732-0129926</td><td>.M</td><td>101.3218908</td><td>-16.7161481</td><td>M</td><td>...</td><td></td><td>12.566</td><td>10.891</td><td>13.147</td><td></td></tr><tr><td>0733-0116951</td><td>.M</td><td>101.2792950</td><td>-16.6899242</td><td>M</td><td>...</td><td></td><td>10.932</td><td>10.205</td><td>10.070</td><td></td></tr></table>",
"output_type": "pyout",
"prompt_number": 6,
"text": "<Table rows=8 names=('NOMAD1','YM','RAJ2000','DEJ2000','r','pmRA','e_pmRA','pmDE','e_pmDE','Bmag','r_Bmag','Vmag','r_Vmag','Rmag','r_Rmag','Jmag','Hmag','Kmag','R')>\nmasked_array(data = [ ('0732-0129908', '.M', 101.2871553, -16.7161158, 'H', -546.0, 1.2999999523162842, -1223.0, 1.2000000476837158, -1.0880000591278076, 'T', -1.440000057220459, 'T', --, '', -1.3910000324249268, -1.3910000324249268, -1.3899999856948853, '')\n ('0732-0129909', '..', 101.2885389, -16.7131444, 'B', -546.0, 20.0, -1224.0, 0.0, --, 'B', --, '', --, 'B', --, --, --, '')\n ('0732-0129919', '.M', 101.3151019, -16.7345353, 'M', 0.0, 0.0, 0.0, 0.0, --, '', --, '', --, '', 10.630999565124512, 10.33899974822998, 10.1850004196167, '')\n ('0732-0129920', '.M', 101.3162139, -16.7027681, 'M', 0.0, 0.0, 0.0, 0.0, --, '', --, '', --, '', 10.147000312805176, 10.33899974822998, 10.36400032043457, '')\n ('0732-0129923', '.M', 101.3199769, -16.7160761, 'M', 0.0, 0.0, 0.0, 0.0, --, '', --, '', --, '', 12.163000106811523, 11.960000038146973, 12.944000244140625, '')\n ('0732-0129924', '.M', 101.3210589, -16.7162172, 'M', 0.0, 0.0, 0.0, 0.0, --, '', --, '', --, '', 12.522000312805176, 12.092000007629395, 12.505999565124512, '')\n ('0732-0129926', '.M', 101.3218908, -16.7161481, 'M', 0.0, 0.0, 0.0, 0.0, --, '', --, '', --, '', 12.565999984741211, 10.890999794006348, 13.147000312805176, '')\n ('0733-0116951', '.M', 101.279295, -16.6899242, 'M', 0.0, 0.0, 0.0, 0.0, --, '', --, '', --, '', 10.932000160217285, 10.204999923706055, 10.069999694824219, '')],\n mask = [ (False, False, False, False, False, False, False, False, False, False, False, False, False, True, False, False, False, False, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, True, True, True, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, False, False, False, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, False, False, False, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, False, False, False, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, False, False, False, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, False, False, False, False)\n (False, False, False, False, False, False, False, False, False, True, False, True, False, True, False, False, False, False, False)],\n fill_value = ('N/A', 'N/', 1e+20, 1e+20, 'N', 1e+20, 1.0000000200408773e+20, 1e+20, 1.0000000200408773e+20, 1.0000000200408773e+20, 'N', 1.0000000200408773e+20, 'N', 1.0000000200408773e+20, 'N', 1.0000000200408773e+20, 1.0000000200408773e+20, 1.0000000200408773e+20, 'N'),\n dtype = [('NOMAD1', 'S12'), ('YM', 'S2'), ('RAJ2000', '<f8'), ('DEJ2000', '<f8'), ('r', 'S1'), ('pmRA', '<f8'), ('e_pmRA', '<f4'), ('pmDE', '<f8'), ('e_pmDE', '<f4'), ('Bmag', '<f4'), ('r_Bmag', 'S1'), ('Vmag', '<f4'), ('r_Vmag', 'S1'), ('Rmag', '<f4'), ('r_Rmag', 'S1'), ('Jmag', '<f4'), ('Hmag', '<f4'), ('Kmag', '<f4'), ('R', 'S1')])"
}
],
"prompt_number": 6
},
{
"cell_type": "markdown",
"source": "Now seach only the STScI Guide Star Catalog for 3C 273\n-------------------------------------------------------"
},
{
"cell_type": "code",
"collapsed": false,
"input": "result = Vizier.query_object(\"3c 273\", catalog=\"GSC\")",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: W27: /tmp/tmpOBz3rY:34:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W06: /tmp/tmpOBz3rY:63:4: W06: Invalid UCD 'obs.field': Secondary word 'obs.field' is not valid as a primary word [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpOBz3rY:93:4: W03: Implictly generating an ID from a name 'RA(ICRS)' -> 'RA_ICRS_' [astropy.io.votable.exceptions]\nWARNING: W03: /tmp/tmpOBz3rY:96:4: W03: Implictly generating an ID from a name 'DE(ICRS)' -> 'DE_ICRS_' [astropy.io.votable.exceptions]"
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "< TableList with 3 tables:\n\t'I/254/out' with 5 rows\n\t'I/271/out' with 8 rows\n\t'I/305/out' with 25 rows\n>"
}
],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result['I/254/out']",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": " GSC RAJ2000 DEJ2000 PosErr Pmag e_Pmag n_Pmag Class Plate Epoch \n-------- --------- --------- ------ ----- ------ ------ ----- ----- --------\n28201090 187.26177 2.03780 0.3 14.17 0.40 6 0 01UQ 1985.051\n28200202 187.27794 2.05234 0.3 12.80 0.40 0 0 00BB 1984.242\n28200202 187.27777 2.05235 0.3 12.25 0.40 6 0 01UQ 1985.051\n28200337 187.26332 2.05510 0.3 12.88 0.40 6 0 01UQ 1985.051\n28200337 187.26346 2.05512 0.3 13.84 0.40 0 0 00BB 1984.242"
}
],
"prompt_number": 9
},
{
"cell_type": "markdown",
"source": "Set keywords, column names and constraints to be retrieved before querying \n-------------------------------------------------------------\nIf the keyword is unknown emit warning, if the columns to be constrained are not a subset of\nthe output columns, raise an exception."
},
{
"cell_type": "code",
"collapsed": false,
"input": "v = Vizier(columns=['_RAJ2000', 'DEJ2000','B-V', 'Vmag', 'Plx'],\n column_filters={\"Vmag\":\">10\"}, keywords=[\"optical\", \"xry\"])",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: xry : No such keyword [astroquery.vizier.core]"
}
],
"prompt_number": 11
},
{
"cell_type": "code",
"collapsed": false,
"input": "result = v.query_object(\"HD 226868\", catalog=[\"NOMAD\", \"UCAC\"])",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: W27: /tmp/tmpY0Mygn:35:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpY0Mygn:36:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]"
}
],
"prompt_number": 13
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "< TableList with 2 tables:\n\t'I/289/out' with 18 rows\n\t'I/322A/out' with 10 rows\n>"
}
],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": "result['I/322A/out']",
"language": "python",
"outputs": [
{
"html": "<table><tr><th>_RAJ2000</th><th>DEJ2000</th><th>Vmag</th><th>_DEJ2000</th></tr><tr><td>299.572419</td><td>35.1942342</td><td>15.986</td><td>35.194234</td></tr><tr><td>299.580291</td><td>35.1768889</td><td>13.274</td><td>35.176889</td></tr><tr><td>299.582571</td><td>35.1852253</td><td>14.863</td><td>35.185225</td></tr><tr><td>299.594172</td><td>35.1799948</td><td>14.690</td><td>35.179995</td></tr><tr><td>299.601402</td><td>35.1981078</td><td>14.644</td><td>35.198108</td></tr><tr><td>299.617669</td><td>35.1869987</td><td>14.394</td><td>35.186999</td></tr><tr><td>299.561498</td><td>35.2016928</td><td>15.687</td><td>35.201693</td></tr><tr><td>299.570217</td><td>35.2256634</td><td>14.878</td><td>35.225663</td></tr><tr><td>299.601081</td><td>35.2333378</td><td>13.170</td><td>35.233338</td></tr><tr><td>299.617995</td><td>35.2058637</td><td>13.946</td><td>35.205864</td></tr></table>",
"output_type": "pyout",
"prompt_number": 15,
"text": "<Table rows=10 names=('_RAJ2000','DEJ2000','Vmag','_DEJ2000')>\nmasked_array(data = [(299.572419, 35.1942342, 15.986000061035156, 35.194234)\n (299.580291, 35.1768889, 13.27400016784668, 35.176889)\n (299.582571, 35.1852253, 14.86299991607666, 35.185225)\n (299.594172, 35.1799948, 14.6899995803833, 35.179995)\n (299.601402, 35.1981078, 14.644000053405762, 35.198108)\n (299.617669, 35.1869987, 14.394000053405762, 35.186999)\n (299.561498, 35.2016928, 15.687000274658203, 35.201693)\n (299.570217, 35.2256634, 14.878000259399414, 35.225663)\n (299.601081, 35.2333378, 13.170000076293945, 35.233338)\n (299.617995, 35.2058637, 13.946000099182129, 35.205864)],\n mask = [(False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)],\n fill_value = (1e+20, 1e+20, 1.0000000200408773e+20, 1e+20),\n dtype = [('_RAJ2000', '<f8'), ('DEJ2000', '<f8'), ('Vmag', '<f4'), ('_DEJ2000', '<f8')])"
}
],
"prompt_number": 15
},
{
"cell_type": "markdown",
"source": "**Can use the same keyword and constraints to query a region around HD 226868**"
},
{
"cell_type": "code",
"collapsed": false,
"input": "result = v.query_region(\"HD 226868\", radius=5 * u.deg, catalog=[\"NOMAD\", \"UCAC\"])",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: W27: /tmp/tmpBk5jE5:36:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpBk5jE5:37:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]"
}
],
"prompt_number": 17
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "< TableList with 2 tables:\n\t'I/289/out' with 50 rows\n\t'I/322A/out' with 50 rows\n>"
}
],
"prompt_number": 18
},
{
"cell_type": "code",
"collapsed": false,
"input": "result['I/322A/out']",
"language": "python",
"outputs": [
{
"html": "<table><tr><th>_RAJ2000</th><th>DEJ2000</th><th>Vmag</th><th>_DEJ2000</th></tr><tr><td>298.180808</td><td>30.3565673</td><td>11.913</td><td>30.356567</td></tr><tr><td>298.181249</td><td>30.3510895</td><td>13.219</td><td>30.351090</td></tr><tr><td>298.231285</td><td>30.3518053</td><td>10.513</td><td>30.351805</td></tr><tr><td>298.275038</td><td>30.3984156</td><td>12.004</td><td>30.398416</td></tr><tr><td>298.279472</td><td>30.3355259</td><td>11.242</td><td>30.335526</td></tr><tr><td>298.286117</td><td>30.3961689</td><td>12.309</td><td>30.396169</td></tr><tr><td>298.446819</td><td>30.3714531</td><td>12.074</td><td>30.371453</td></tr><tr><td>298.459935</td><td>30.3282653</td><td>10.405</td><td>30.328265</td></tr><tr><td>298.683660</td><td>30.3563337</td><td>11.970</td><td>30.356334</td></tr><tr><td>298.724333</td><td>30.3022834</td><td>12.194</td><td>30.302283</td></tr><tr><td>298.793618</td><td>30.3374384</td><td>11.311</td><td>30.337438</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>299.385953</td><td>30.3349953</td><td>13.971</td><td>30.334995</td></tr><tr><td>299.387454</td><td>30.3034695</td><td>15.543</td><td>30.303470</td></tr><tr><td>299.388376</td><td>30.2962717</td><td>14.826</td><td>30.296272</td></tr><tr><td>299.391482</td><td>30.2262159</td><td>14.025</td><td>30.226216</td></tr><tr><td>299.393331</td><td>30.3796517</td><td>14.586</td><td>30.379652</td></tr><tr><td>299.398764</td><td>30.3637784</td><td>14.564</td><td>30.363778</td></tr><tr><td>299.402758</td><td>30.2942548</td><td>13.502</td><td>30.294255</td></tr><tr><td>299.402964</td><td>30.2105992</td><td>15.086</td><td>30.210599</td></tr><tr><td>299.405768</td><td>30.3822070</td><td>14.835</td><td>30.382207</td></tr><tr><td>299.406338</td><td>30.3153695</td><td>13.910</td><td>30.315369</td></tr><tr><td>299.407348</td><td>30.3627920</td><td>13.880</td><td>30.362792</td></tr></table>",
"output_type": "pyout",
"prompt_number": 19,
"text": "<Table rows=50 names=('_RAJ2000','DEJ2000','Vmag','_DEJ2000')>\nmasked_array(data = [(298.180808, 30.3565673, 11.913000106811523, 30.356567)\n (298.181249, 30.3510895, 13.218999862670898, 30.35109)\n (298.231285, 30.3518053, 10.512999534606934, 30.351805)\n (298.275038, 30.3984156, 12.003999710083008, 30.398416)\n (298.279472, 30.3355259, 11.241999626159668, 30.335526)\n (298.286117, 30.3961689, 12.309000015258789, 30.396169)\n (298.446819, 30.3714531, 12.074000358581543, 30.371453)\n (298.459935, 30.3282653, 10.404999732971191, 30.328265)\n (298.68366, 30.3563337, 11.970000267028809, 30.356334)\n (298.724333, 30.3022834, 12.194000244140625, 30.302283)\n (298.793618, 30.3374384, 11.310999870300293, 30.337438)\n (298.800117, 30.3691989, 11.920000076293945, 30.369199)\n (298.822279, 30.3184584, 10.407999992370605, 30.318458)\n (298.840924, 30.351135, 10.031999588012695, 30.351135)\n (298.895489, 30.264337, 12.131999969482422, 30.264337)\n (298.971413, 30.3369306, 12.63700008392334, 30.336931)\n (298.990964, 30.2314217, 11.5600004196167, 30.231422)\n (299.075966, 30.3156617, 11.815999984741211, 30.315662)\n (299.13007, 30.2750884, 11.670000076293945, 30.275088)\n (299.15577, 30.3561423, 11.696999549865723, 30.356142)\n (299.169403, 30.3120878, 10.982000350952148, 30.312088)\n (299.170978, 30.2211434, 11.857000350952148, 30.221143)\n (299.173132, 30.271365, 12.678999900817871, 30.271365)\n (299.180462, 30.3492295, 11.34000015258789, 30.34923)\n (299.200996, 30.2769167, 12.168999671936035, 30.276917)\n (299.273762, 30.2309462, 11.798999786376953, 30.230946)\n (299.287197, 30.3113823, 10.229000091552734, 30.311382)\n (299.298454, 30.3197564, 10.838000297546387, 30.319756)\n (299.336764, 30.3379262, 12.376999855041504, 30.337926)\n (299.363122, 30.3132903, 10.342000007629395, 30.31329)\n (299.372579, 30.2940692, 12.967000007629395, 30.294069)\n (299.374253, 30.3923689, 14.206999778747559, 30.392369)\n (299.374733, 30.2465848, 13.682000160217285, 30.246585)\n (299.374783, 30.3359723, 14.458999633789062, 30.335972)\n (299.375541, 30.3812456, 13.067999839782715, 30.381246)\n (299.378847, 30.2108839, 14.442999839782715, 30.210884)\n (299.382445, 30.222552, 12.668999671936035, 30.222552)\n (299.382782, 30.2243734, 12.668999671936035, 30.224373)\n (299.384396, 30.3604612, 13.934000015258789, 30.360461)\n (299.385953, 30.3349953, 13.970999717712402, 30.334995)\n (299.387454, 30.3034695, 15.543000221252441, 30.30347)\n (299.388376, 30.2962717, 14.826000213623047, 30.296272)\n (299.391482, 30.2262159, 14.024999618530273, 30.226216)\n (299.393331, 30.3796517, 14.586000442504883, 30.379652)\n (299.398764, 30.3637784, 14.564000129699707, 30.363778)\n (299.402758, 30.2942548, 13.501999855041504, 30.294255)\n (299.402964, 30.2105992, 15.086000442504883, 30.210599)\n (299.405768, 30.382207, 14.835000038146973, 30.382207)\n (299.406338, 30.3153695, 13.90999984741211, 30.315369)\n (299.407348, 30.362792, 13.880000114440918, 30.362792)],\n mask = [(False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)],\n fill_value = (1e+20, 1e+20, 1.0000000200408773e+20, 1e+20),\n dtype = [('_RAJ2000', '<f8'), ('DEJ2000', '<f8'), ('Vmag', '<f4'), ('_DEJ2000', '<f8')])"
}
],
"prompt_number": 19
},
{
"cell_type": "markdown",
"source": "**Region may also be specified using coordinates and using a box rather than a radius**\n\nNote if only a height or width are specified, the box is treated as a square rather than a rectangle\nIf none of height/width or radius are specified, an exception is raised"
},
{
"cell_type": "code",
"collapsed": false,
"input": "result = v.query_region(coord.ICRSCoordinates(ra=299.590, dec=35.201, unit=(u.deg, u.deg)),\n width=\"5d0m0s\", height=\"3d0m0s\",\n catalog=[\"NOMAD\", \"UCAC\"]\n )",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: W27: /tmp/tmpQdK9em:36:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpQdK9em:37:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]"
}
],
"prompt_number": 20
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "< TableList with 2 tables:\n\t'I/289/out' with 50 rows\n\t'I/322A/out' with 50 rows\n>"
}
],
"prompt_number": 22
},
{
"cell_type": "markdown",
"source": "**A particular constraint or keyword may be removed at any time:**"
},
{
"cell_type": "code",
"collapsed": false,
"input": "del v.column_filters",
"language": "python",
"outputs": [],
"prompt_number": 24
},
{
"cell_type": "code",
"collapsed": false,
"input": "result = v.query_object(\"HD 226868\", catalog=[\"NOMAD\", \"UCAC\"])",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "WARNING: W27: /tmp/tmpKpnN6e:34:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]\nWARNING: W27: /tmp/tmpKpnN6e:35:2: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.exceptions]"
}
],
"prompt_number": 25
},
{
"cell_type": "code",
"collapsed": false,
"input": "print result",
"language": "python",
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "< TableList with 3 tables:\n\t'I/297/out' with 50 rows\n\t'I/289/out' with 18 rows\n\t'I/322A/out' with 28 rows\n>"
}
],
"prompt_number": 26
},
{
"cell_type": "markdown",
"source": "**Now the Vmag constraint no longer applies**"
},
{
"cell_type": "code",
"collapsed": false,
"input": "result['I/322A/out']",
"language": "python",
"outputs": [
{
"html": "<table><tr><th>_RAJ2000</th><th>DEJ2000</th><th>Vmag</th><th>_DEJ2000</th></tr><tr><td>299.560073</td><td>35.1847709</td><td>nan</td><td>35.184771</td></tr><tr><td>299.572419</td><td>35.1942342</td><td>15.986</td><td>35.194234</td></tr><tr><td>299.579956</td><td>35.1965673</td><td>nan</td><td>35.196567</td></tr><tr><td>299.580291</td><td>35.1768889</td><td>13.274</td><td>35.176889</td></tr><tr><td>299.582553</td><td>35.1801528</td><td>nan</td><td>35.180153</td></tr><tr><td>299.582571</td><td>35.1852253</td><td>14.863</td><td>35.185225</td></tr><tr><td>299.594172</td><td>35.1799948</td><td>14.690</td><td>35.179995</td></tr><tr><td>299.601402</td><td>35.1981078</td><td>14.644</td><td>35.198108</td></tr><tr><td>299.606413</td><td>35.1871734</td><td>nan</td><td>35.187173</td></tr><tr><td>299.606698</td><td>35.1920009</td><td>nan</td><td>35.192001</td></tr><tr><td>299.608171</td><td>35.1994889</td><td>nan</td><td>35.199489</td></tr><tr><td>...</td><td>...</td><td>...</td><td>...</td></tr><tr><td>299.590162</td><td>35.2168664</td><td>9.992</td><td>35.216866</td></tr><tr><td>299.590315</td><td>35.2016062</td><td>8.996</td><td>35.201606</td></tr><tr><td>299.590446</td><td>35.2153614</td><td>nan</td><td>35.215361</td></tr><tr><td>299.592838</td><td>35.2291506</td><td>nan</td><td>35.229151</td></tr><tr><td>299.597615</td><td>35.2271000</td><td>nan</td><td>35.227100</td></tr><tr><td>299.597652</td><td>35.2342487</td><td>nan</td><td>35.234249</td></tr><tr><td>299.601081</td><td>35.2333378</td><td>13.170</td><td>35.233338</td></tr><tr><td>299.615751</td><td>35.2229892</td><td>nan</td><td>35.222989</td></tr><tr><td>299.617995</td><td>35.2058637</td><td>13.946</td><td>35.205864</td></tr><tr><td>299.620861</td><td>35.2124506</td><td>nan</td><td>35.212451</td></tr><tr><td>299.623687</td><td>35.2105187</td><td>nan</td><td>35.210519</td></tr></table>",
"output_type": "pyout",
"prompt_number": 27,
"text": "<Table rows=28 names=('_RAJ2000','DEJ2000','Vmag','_DEJ2000')>\nmasked_array(data = [(299.560073, 35.1847709, --, 35.184771)\n (299.572419, 35.1942342, 15.986000061035156, 35.194234)\n (299.579956, 35.1965673, --, 35.196567)\n (299.580291, 35.1768889, 13.27400016784668, 35.176889)\n (299.582553, 35.1801528, --, 35.180153)\n (299.582571, 35.1852253, 14.86299991607666, 35.185225)\n (299.594172, 35.1799948, 14.6899995803833, 35.179995)\n (299.601402, 35.1981078, 14.644000053405762, 35.198108)\n (299.606413, 35.1871734, --, 35.187173)\n (299.606698, 35.1920009, --, 35.192001)\n (299.608171, 35.1994889, --, 35.199489)\n (299.612142, 35.1839075, --, 35.183908)\n (299.617669, 35.1869987, 14.394000053405762, 35.186999)\n (299.561498, 35.2016928, 15.687000274658203, 35.201693)\n (299.570217, 35.2256634, 14.878000259399414, 35.225663)\n (299.587434, 35.2032023, --, 35.203202)\n (299.589158, 35.2301031, --, 35.230103)\n (299.590162, 35.2168664, 9.991999626159668, 35.216866)\n (299.590315, 35.2016062, 8.996000289916992, 35.201606)\n (299.590446, 35.2153614, --, 35.215361)\n (299.592838, 35.2291506, --, 35.229151) (299.597615, 35.2271, --, 35.2271)\n (299.597652, 35.2342487, --, 35.234249)\n (299.601081, 35.2333378, 13.170000076293945, 35.233338)\n (299.615751, 35.2229892, --, 35.222989)\n (299.617995, 35.2058637, 13.946000099182129, 35.205864)\n (299.620861, 35.2124506, --, 35.212451)\n (299.623687, 35.2105187, --, 35.210519)],\n mask = [(False, False, True, False) (False, False, False, False)\n (False, False, True, False) (False, False, False, False)\n (False, False, True, False) (False, False, False, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, True, False) (False, False, True, False)\n (False, False, True, False) (False, False, True, False)\n (False, False, False, False) (False, False, False, False)\n (False, False, False, False) (False, False, True, False)\n (False, False, True, False) (False, False, False, False)\n (False, False, False, False) (False, False, True, False)\n (False, False, True, False) (False, False, True, False)\n (False, False, True, False) (False, False, False, False)\n (False, False, True, False) (False, False, False, False)\n (False, False, True, False) (False, False, True, False)],\n fill_value = (1e+20, 1e+20, 1.0000000200408773e+20, 1e+20),\n dtype = [('_RAJ2000', '<f8'), ('DEJ2000', '<f8'), ('Vmag', '<f4'), ('_DEJ2000', '<f8')])"
}
],
"prompt_number": 27
}
]
}
]
}
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