In [1]:
from marvin import config
config.setRelease('MPL-4')
INFO: No release version set. Setting default to MPL-6
In [2]:
from marvin.tools.query import Query, Results, doQuery
# make a query
myquery = 'nsa.sersic_logmass > 10.3 AND nsa.z < 0.1'
q = Query(searchfilter=myquery)
# run a query
r = q.run()
WARNING: class Character not Formable
WARNING: class Plate not Formable
WARNING: class ArrayOps not Formable
WARNING: generator 'extractWithoutOrder' raised StopIteration
Your parsed filter is:
and_(nsa.sersic_logmass>10.3, nsa.z<0.1)
WARNING: unclosed <socket.socket fd=84, family=AddressFamily.AF_INET,
type=SocketKind.SOCK_STREAM, proto=0, laddr=('127.0.0.1', 51829)>
Let's look at the Marvin Results object. We can see how many results were returned with r.count and r.totalcount
In [3]:
print(r)
print('Total count', r.totalcount)
print('Page count', r.count)
Marvin Results(query=nsa.sersic_logmass > 10.3 AND nsa.z < 0.1, totalcount=552, count=552, mode=local)
Total count 552
Page count 552
Queries returning more than 1000 results are paginated into chunks of 100. For anything less than 1000, the query will return everything. Totalcount shows the total result count, and count shows the returned count in just that page.
The results from your query are stored in the .results attribute, as a list of NamedTuples. These are like regular tuples except they have names (like dictionary key names)
In [4]:
r.results
Out[4]:
<ResultSet(set=1.0/1, index=0:552, count_in_set=552, total=552)>
[ResultRow(mangaid='1-24476', plate=7990, plateifu='7990-12705', ifu_name='12705', z=0.0295157, sersic_logmass=10.5031026188081),
ResultRow(mangaid='1-634825', plate=7990, plateifu='7990-1901', ifu_name='1901', z=0.0300175, sersic_logmass=10.6645498427122),
ResultRow(mangaid='1-634828', plate=7990, plateifu='7990-1902', ifu_name='1902', z=0.0300503, sersic_logmass=10.4151637276635),
ResultRow(mangaid='1-25819', plate=7991, plateifu='7991-3701', ifu_name='3701', z=0.0724629, sersic_logmass=10.7596398978847),
ResultRow(mangaid='1-595093', plate=7991, plateifu='7991-12703', ifu_name='12703', z=0.0300075, sersic_logmass=10.5318134503835),
ResultRow(mangaid='1-24145', plate=7991, plateifu='7991-12702', ifu_name='12702', z=0.032202, sersic_logmass=11.091086338152),
ResultRow(mangaid='1-25554', plate=7990, plateifu='7990-12704', ifu_name='12704', z=0.0268193, sersic_logmass=10.41140755685),
ResultRow(mangaid='1-24018', plate=7991, plateifu='7991-6101', ifu_name='6101', z=0.0328402, sersic_logmass=10.5006946854743),
ResultRow(mangaid='1-22970', plate=7992, plateifu='7992-3703', ifu_name='3703', z=0.0564263, sersic_logmass=10.6701985235325),
ResultRow(mangaid='1-22298', plate=7992, plateifu='7992-12702', ifu_name='12702', z=0.0614774, sersic_logmass=10.6032158466282),
ResultRow(mangaid='1-94063', plate=8484, plateifu='8484-3704', ifu_name='3704', z=0.0303942, sersic_logmass=10.3587569421743),
ResultRow(mangaid='1-634055', plate=8484, plateifu='8484-9102', ifu_name='9102', z=0.0570462, sersic_logmass=10.894383638966),
ResultRow(mangaid='1-94139', plate=8484, plateifu='8484-12704', ifu_name='12704', z=0.0583254, sersic_logmass=10.4348753566979),
ResultRow(mangaid='1-574355', plate=8484, plateifu='8484-12703', ifu_name='12703', z=0.0307814, sersic_logmass=10.910557708355),
ResultRow(mangaid='1-94027', plate=8484, plateifu='8484-3702', ifu_name='3702', z=0.0326858, sersic_logmass=10.365162141823),
ResultRow(mangaid='1-94168', plate=8484, plateifu='8484-6102', ifu_name='6102', z=0.032716, sersic_logmass=10.7325360885783),
ResultRow(mangaid='1-94228', plate=8483, plateifu='8483-1902', ifu_name='1902', z=0.0494351, sersic_logmass=10.3974481088507),
ResultRow(mangaid='1-93706', plate=8483, plateifu='8483-3702', ifu_name='3702', z=0.0330797, sersic_logmass=10.4210211866627),
ResultRow(mangaid='1-542312', plate=8483, plateifu='8483-3703', ifu_name='3703', z=0.0478982, sersic_logmass=10.8399692575882),
ResultRow(mangaid='1-633943', plate=8483, plateifu='8483-6102', ifu_name='6102', z=0.0574231, sersic_logmass=11.0704147076379),
ResultRow(mangaid='1-542318', plate=8483, plateifu='8483-12703', ifu_name='12703', z=0.0582143, sersic_logmass=10.5606346242803),
ResultRow(mangaid='1-93640', plate=8482, plateifu='8482-12703', ifu_name='12703', z=0.049627, sersic_logmass=10.8306739796055),
ResultRow(mangaid='1-93612', plate=8482, plateifu='8482-3704', ifu_name='3704', z=0.0323949, sersic_logmass=10.6553852975614),
ResultRow(mangaid='1-542327', plate=8482, plateifu='8482-3703', ifu_name='3703', z=0.0565856, sersic_logmass=11.0082849810254),
ResultRow(mangaid='1-542358', plate=8482, plateifu='8482-3702', ifu_name='3702', z=0.0403355, sersic_logmass=10.6492170184387),
ResultRow(mangaid='1-542370', plate=8482, plateifu='8482-6104', ifu_name='6104', z=0.0559899, sersic_logmass=10.6098589601602),
ResultRow(mangaid='1-542351', plate=8482, plateifu='8482-12702', ifu_name='12702', z=0.056681, sersic_logmass=10.9389642991569),
ResultRow(mangaid='1-542375', plate=8482, plateifu='8482-12701', ifu_name='12701', z=0.0574135, sersic_logmass=11.2217167040219),
ResultRow(mangaid='1-93908', plate=8555, plateifu='8555-6104', ifu_name='6104', z=0.0471758, sersic_logmass=10.8791911040452),
ResultRow(mangaid='1-93858', plate=8555, plateifu='8555-3703', ifu_name='3703', z=0.0470599, sersic_logmass=10.3242021754385),
ResultRow(mangaid='1-134964', plate=8555, plateifu='8555-3701', ifu_name='3701', z=0.0462348, sersic_logmass=10.7188287397371),
ResultRow(mangaid='1-134954', plate=8555, plateifu='8555-12705', ifu_name='12705', z=0.0315232, sersic_logmass=10.3317693332067),
ResultRow(mangaid='1-134924', plate=8555, plateifu='8555-9101', ifu_name='9101', z=0.0319997, sersic_logmass=10.9243309847087),
ResultRow(mangaid='1-93215', plate=8484, plateifu='8484-12702', ifu_name='12702', z=0.0568394, sersic_logmass=10.5418873838496),
ResultRow(mangaid='1-93288', plate=8548, plateifu='8548-12705', ifu_name='12705', z=0.0533752, sersic_logmass=10.4166754491668),
ResultRow(mangaid='1-569034', plate=8548, plateifu='8548-12701', ifu_name='12701', z=0.0579873, sersic_logmass=10.4179713010904),
ResultRow(mangaid='1-134848', plate=8555, plateifu='8555-12703', ifu_name='12703', z=0.0584495, sersic_logmass=10.4375428760259),
ResultRow(mangaid='1-210323', plate=8555, plateifu='8555-6101', ifu_name='6101', z=0.0651127, sersic_logmass=11.2765835733839),
ResultRow(mangaid='1-633832', plate=8555, plateifu='8555-12702', ifu_name='12702', z=0.0548359, sersic_logmass=10.4247412029302),
ResultRow(mangaid='1-134634', plate=8549, plateifu='8549-3704', ifu_name='3704', z=0.0523251, sersic_logmass=10.3727297818926),
ResultRow(mangaid='1-209712', plate=8549, plateifu='8549-6101', ifu_name='6101', z=0.0597674, sersic_logmass=11.0236680308155),
ResultRow(mangaid='1-134597', plate=8549, plateifu='8549-12705', ifu_name='12705', z=0.0441938, sersic_logmass=10.8055742538404),
ResultRow(mangaid='1-93378', plate=8483, plateifu='8483-9101', ifu_name='9101', z=0.0488676, sersic_logmass=10.4016055758796),
ResultRow(mangaid='1-93233', plate=8548, plateifu='8548-6101', ifu_name='6101', z=0.0579378, sersic_logmass=10.5821690814225),
ResultRow(mangaid='1-92547', plate=8482, plateifu='8482-1902', ifu_name='1902', z=0.0578113, sersic_logmass=10.4976206497813),
ResultRow(mangaid='1-92832', plate=8482, plateifu='8482-6102', ifu_name='6102', z=0.0578285, sersic_logmass=10.9763972122653),
ResultRow(mangaid='1-92771', plate=8482, plateifu='8482-6101', ifu_name='6101', z=0.0852786, sersic_logmass=10.9557368040626),
ResultRow(mangaid='1-92774', plate=8482, plateifu='8482-3701', ifu_name='3701', z=0.0551706, sersic_logmass=10.454123484772),
ResultRow(mangaid='1-542414', plate=8482, plateifu='8482-6103', ifu_name='6103', z=0.0600545, sersic_logmass=11.0460852591774),
ResultRow(mangaid='1-92744', plate=8482, plateifu='8482-9102', ifu_name='9102', z=0.0580427, sersic_logmass=10.4873264818548),
ResultRow(mangaid='1-92537', plate=8548, plateifu='8548-3703', ifu_name='3703', z=0.093673, sersic_logmass=11.149502389698),
ResultRow(mangaid='1-92635', plate=8548, plateifu='8548-3701', ifu_name='3701', z=0.0940972, sersic_logmass=10.999846232535),
ResultRow(mangaid='1-92615', plate=8548, plateifu='8548-9101', ifu_name='9101', z=0.0975538, sersic_logmass=11.0664004759556),
ResultRow(mangaid='1-92626', plate=8482, plateifu='8482-9101', ifu_name='9101', z=0.043419, sersic_logmass=10.8810095520212),
ResultRow(mangaid='1-134209', plate=8549, plateifu='8549-9101', ifu_name='9101', z=0.0545042, sersic_logmass=11.0279975075625),
ResultRow(mangaid='1-134239', plate=8549, plateifu='8549-3703', ifu_name='3703', z=0.0571086, sersic_logmass=10.6237226201595),
ResultRow(mangaid='1-210017', plate=8549, plateifu='8549-12702', ifu_name='12702', z=0.0433422, sersic_logmass=10.807938017849),
ResultRow(mangaid='1-209980', plate=8549, plateifu='8549-12701', ifu_name='12701', z=0.0420468, sersic_logmass=10.5968971499071),
ResultRow(mangaid='1-594386', plate=8482, plateifu='8482-1901', ifu_name='1901', z=0.0415421, sersic_logmass=10.9642379385084),
ResultRow(mangaid='1-542392', plate=8482, plateifu='8482-12705', ifu_name='12705', z=0.0416814, sersic_logmass=10.7418131770233),
ResultRow(mangaid='1-92866', plate=8482, plateifu='8482-12704', ifu_name='12704', z=0.0602584, sersic_logmass=11.1852105706761),
ResultRow(mangaid='1-91760', plate=8481, plateifu='8481-12704', ifu_name='12704', z=0.0660105, sersic_logmass=10.5269863591806),
ResultRow(mangaid='1-91582', plate=8481, plateifu='8481-3702', ifu_name='3702', z=0.0469388, sersic_logmass=11.2359347766003),
ResultRow(mangaid='1-91577', plate=8481, plateifu='8481-1901', ifu_name='1901', z=0.0457518, sersic_logmass=11.0566457211955),
ResultRow(mangaid='1-90849', plate=8481, plateifu='8481-12703', ifu_name='12703', z=0.0661473, sersic_logmass=10.6977688233814),
ResultRow(mangaid='1-91652', plate=8481, plateifu='8481-6101', ifu_name='6101', z=0.0647106, sersic_logmass=10.7321821908001),
ResultRow(mangaid='1-91339', plate=8481, plateifu='8481-1902', ifu_name='1902', z=0.0650662, sersic_logmass=10.6603255933112),
ResultRow(mangaid='1-633356', plate=8481, plateifu='8481-6103', ifu_name='6103', z=0.0467487, sersic_logmass=10.6760110025456),
ResultRow(mangaid='1-90807', plate=8481, plateifu='8481-12701', ifu_name='12701', z=0.0668922, sersic_logmass=10.7965535198771),
ResultRow(mangaid='1-90779', plate=8481, plateifu='8481-9101', ifu_name='9101', z=0.0664669, sersic_logmass=10.6659757100268),
ResultRow(mangaid='1-23023', plate=7992, plateifu='7992-1902', ifu_name='1902', z=0.0270671, sersic_logmass=10.3056673004898),
ResultRow(mangaid='1-22286', plate=7992, plateifu='7992-12704', ifu_name='12704', z=0.0999542, sersic_logmass=11.2310794677512),
ResultRow(mangaid='1-634238', plate=7992, plateifu='7992-12701', ifu_name='12701', z=0.0602218, sersic_logmass=11.025436953247),
ResultRow(mangaid='1-22414', plate=7992, plateifu='7992-6103', ifu_name='6103', z=0.0922721, sersic_logmass=10.8744621029497),
ResultRow(mangaid='1-633591', plate=8313, plateifu='8313-3704', ifu_name='3704', z=0.0719477, sersic_logmass=10.789634995582),
ResultRow(mangaid='1-633587', plate=8313, plateifu='8313-3701', ifu_name='3701', z=0.0728683, sersic_logmass=10.8211295026091),
ResultRow(mangaid='1-569216', plate=8313, plateifu='8313-12704', ifu_name='12704', z=0.0340357, sersic_logmass=10.7529253747956),
ResultRow(mangaid='1-248289', plate=8313, plateifu='8313-6102', ifu_name='6102', z=0.0341391, sersic_logmass=10.6003574814565),
ResultRow(mangaid='1-248389', plate=8313, plateifu='8313-6101', ifu_name='6101', z=0.0348484, sersic_logmass=10.5365193038053),
ResultRow(mangaid='1-248348', plate=8313, plateifu='8313-12703', ifu_name='12703', z=0.0355431, sersic_logmass=10.4799379105335),
ResultRow(mangaid='1-247980', plate=8313, plateifu='8313-9101', ifu_name='9101', z=0.0387147, sersic_logmass=10.5936260573884),
ResultRow(mangaid='1-248328', plate=8313, plateifu='8313-3702', ifu_name='3702', z=0.0605869, sersic_logmass=11.0694016676515),
ResultRow(mangaid='1-248357', plate=8313, plateifu='8313-9102', ifu_name='9102', z=0.0332509, sersic_logmass=10.5249747957163),
ResultRow(mangaid='1-247977', plate=8313, plateifu='8313-12701', ifu_name='12701', z=0.0354683, sersic_logmass=10.3078574430016),
ResultRow(mangaid='1-569072', plate=8486, plateifu='8486-12705', ifu_name='12705', z=0.0606136, sersic_logmass=10.5129870697366),
ResultRow(mangaid='1-209428', plate=8486, plateifu='8486-6101', ifu_name='6101', z=0.0588702, sersic_logmass=10.4593351812344),
ResultRow(mangaid='1-209537', plate=8486, plateifu='8486-12701', ifu_name='12701', z=0.0381753, sersic_logmass=11.1757987356106),
ResultRow(mangaid='1-247628', plate=8551, plateifu='8551-3703', ifu_name='3703', z=0.0365581, sersic_logmass=10.5877345307468),
ResultRow(mangaid='1-576431', plate=8551, plateifu='8551-3702', ifu_name='3702', z=0.0754431, sersic_logmass=11.066773037085),
ResultRow(mangaid='1-247845', plate=8551, plateifu='8551-3704', ifu_name='3704', z=0.0729879, sersic_logmass=10.8352941365202),
ResultRow(mangaid='1-247382', plate=8551, plateifu='8551-12705', ifu_name='12705', z=0.0296351, sersic_logmass=10.3038631914955),
ResultRow(mangaid='1-247417', plate=8551, plateifu='8551-12704', ifu_name='12704', z=0.029372, sersic_logmass=10.3032587123036),
ResultRow(mangaid='1-247449', plate=8551, plateifu='8551-1901', ifu_name='1901', z=0.0294578, sersic_logmass=10.4048627826008),
ResultRow(mangaid='1-247395', plate=8551, plateifu='8551-6103', ifu_name='6103', z=0.0720804, sersic_logmass=10.9434183345663),
ResultRow(mangaid='1-247456', plate=8551, plateifu='8551-12702', ifu_name='12702', z=0.0705054, sersic_logmass=10.9037664164602),
ResultRow(mangaid='1-198859', plate=8551, plateifu='8551-6102', ifu_name='6102', z=0.0704915, sersic_logmass=10.8555488344718),
ResultRow(mangaid='1-569130', plate=8551, plateifu='8551-12701', ifu_name='12701', z=0.0642517, sersic_logmass=10.572892503571),
ResultRow(mangaid='1-322802', plate=8315, plateifu='8315-12703', ifu_name='12703', z=0.0780127, sersic_logmass=10.8688071948645),
ResultRow(mangaid='1-322784', plate=8315, plateifu='8315-9101', ifu_name='9101', z=0.0625553, sersic_logmass=10.5899853258806),
ResultRow(mangaid='1-322768', plate=8315, plateifu='8315-6103', ifu_name='6103', z=0.082225, sersic_logmass=11.1557337055339),
ResultRow(mangaid='1-198600', plate=8552, plateifu='8552-6104', ifu_name='6104', z=0.0635715, sersic_logmass=11.0663445642102),
ResultRow(mangaid='1-322035', plate=8552, plateifu='8552-12704', ifu_name='12704', z=0.0677792, sersic_logmass=10.3060581350562),
ResultRow(mangaid='1-322028', plate=8552, plateifu='8552-12703', ifu_name='12703', z=0.0787419, sersic_logmass=10.8480517226797),
ResultRow(mangaid='1-322020', plate=8552, plateifu='8552-9101', ifu_name='9101', z=0.066094, sersic_logmass=10.7493992588396),
ResultRow(mangaid='1-321739', plate=8552, plateifu='8552-12701', ifu_name='12701', z=0.0283402, sersic_logmass=10.3696795995598),
ResultRow(mangaid='1-209109', plate=8485, plateifu='8485-3703', ifu_name='3703', z=0.0345131, sersic_logmass=10.7342347993805),
ResultRow(mangaid='1-633196', plate=8485, plateifu='8485-12703', ifu_name='12703', z=0.0380864, sersic_logmass=10.9253750132201),
ResultRow(mangaid='1-209296', plate=8485, plateifu='8485-6104', ifu_name='6104', z=0.0657696, sersic_logmass=10.7465088736674),
ResultRow(mangaid='1-209199', plate=8485, plateifu='8485-9102', ifu_name='9102', z=0.0261956, sersic_logmass=10.3163960390752),
ResultRow(mangaid='1-209266', plate=8485, plateifu='8485-9101', ifu_name='9101', z=0.0743081, sersic_logmass=11.2790323742341),
ResultRow(mangaid='1-320584', plate=8326, plateifu='8326-6104', ifu_name='6104', z=0.071057, sersic_logmass=11.2137939176525),
ResultRow(mangaid='1-320655', plate=8326, plateifu='8326-3703', ifu_name='3703', z=0.0719628, sersic_logmass=10.7369571371652),
ResultRow(mangaid='1-321074', plate=8326, plateifu='8326-6101', ifu_name='6101', z=0.0695267, sersic_logmass=10.7260079500889),
ResultRow(mangaid='1-321069', plate=8326, plateifu='8326-3702', ifu_name='3702', z=0.0726445, sersic_logmass=11.1644034213762),
ResultRow(mangaid='1-320664', plate=8326, plateifu='8326-6103', ifu_name='6103', z=0.0522185, sersic_logmass=10.3830447971018),
ResultRow(mangaid='1-235611', plate=8326, plateifu='8326-9102', ifu_name='9102', z=0.0717639, sersic_logmass=10.9516245246549),
ResultRow(mangaid='1-235576', plate=8326, plateifu='8326-6102', ifu_name='6102', z=0.0703766, sersic_logmass=10.7574203243082),
ResultRow(mangaid='1-320681', plate=8326, plateifu='8326-1901', ifu_name='1901', z=0.0278739, sersic_logmass=10.3061482777214),
ResultRow(mangaid='1-235398', plate=8326, plateifu='8326-12701', ifu_name='12701', z=0.0280844, sersic_logmass=10.3245499477026),
ResultRow(mangaid='1-235398', plate=8325, plateifu='8325-12703', ifu_name='12703', z=0.0280844, sersic_logmass=10.3245499477026),
ResultRow(mangaid='1-266039', plate=8329, plateifu='8329-12701', ifu_name='12701', z=0.0350445, sersic_logmass=10.6719185589513),
ResultRow(mangaid='1-569225', plate=8329, plateifu='8329-3701', ifu_name='3701', z=0.0893362, sersic_logmass=11.1960738884875),
ResultRow(mangaid='1-252070', plate=8335, plateifu='8335-6104', ifu_name='6104', z=0.0823715, sersic_logmass=10.9411833518125),
ResultRow(mangaid='1-251739', plate=8335, plateifu='8335-6103', ifu_name='6103', z=0.0821963, sersic_logmass=11.337680844696),
ResultRow(mangaid='1-251762', plate=8335, plateifu='8335-12701', ifu_name='12701', z=0.0633211, sersic_logmass=10.5670216583343),
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ResultRow(mangaid='1-594520', plate=8601, plateifu='8601-3702', ifu_name='3702', z=0.0290501, sersic_logmass=10.505848359174),
ResultRow(mangaid='1-135030', plate=8603, plateifu='8603-12704', ifu_name='12704', z=0.0273289, sersic_logmass=10.5902643228515),
ResultRow(mangaid='1-135134', plate=8603, plateifu='8603-9101', ifu_name='9101', z=0.030343, sersic_logmass=10.5057778940001),
ResultRow(mangaid='1-135568', plate=8601, plateifu='8601-12701', ifu_name='12701', z=0.0938565, sersic_logmass=10.7583395177752),
ResultRow(mangaid='1-95092', plate=8588, plateifu='8588-3702', ifu_name='3702', z=0.0301764, sersic_logmass=10.5988353560184),
ResultRow(mangaid='1-135641', plate=8588, plateifu='8588-12704', ifu_name='12704', z=0.030363, sersic_logmass=10.4296941549183),
ResultRow(mangaid='1-95120', plate=8601, plateifu='8601-9102', ifu_name='9102', z=0.0336364, sersic_logmass=10.9680484367799),
ResultRow(mangaid='1-95112', plate=8588, plateifu='8588-12703', ifu_name='12703', z=0.0327634, sersic_logmass=10.4185929331793),
ResultRow(mangaid='1-546912', plate=8606, plateifu='8606-6104', ifu_name='6104', z=0.0875442, sersic_logmass=10.9459198789612),
ResultRow(mangaid='1-24092', plate=7991, plateifu='7991-1901', ifu_name='1901', z=0.0926206, sersic_logmass=10.4295471929271),
ResultRow(mangaid='12-84674', plate=7443, plateifu='7443-12702', ifu_name='12702', z=0.0575241, sersic_logmass=10.4127796408203),
ResultRow(mangaid='12-84677', plate=7443, plateifu='7443-6104', ifu_name='6104', z=0.075096, sersic_logmass=10.9892481977171),
ResultRow(mangaid='12-84679', plate=7443, plateifu='7443-9102', ifu_name='9102', z=0.091575, sersic_logmass=11.1357558064234),
ResultRow(mangaid='12-84660', plate=7443, plateifu='7443-9101', ifu_name='9101', z=0.0404705, sersic_logmass=10.3195286918737),
ResultRow(mangaid='1-575771', plate=8332, plateifu='8332-1902', ifu_name='1902', z=0.00814191, sersic_logmass=10.3988632053962),
ResultRow(mangaid='1-377986', plate=8133, plateifu='8133-1901', ifu_name='1901', z=0.0791705, sersic_logmass=10.4901678460308),
ResultRow(mangaid='1-113651', plate=7815, plateifu='7815-3704', ifu_name='3704', z=0.0708847, sersic_logmass=10.5960723268912),
ResultRow(mangaid='1-113418', plate=7815, plateifu='7815-12704', ifu_name='12704', z=0.0430806, sersic_logmass=10.5287676268852),
ResultRow(mangaid='1-114306', plate=7975, plateifu='7975-9101', ifu_name='9101', z=0.0636505, sersic_logmass=10.5306990418449),
ResultRow(mangaid='1-596678', plate=7977, plateifu='7977-12705', ifu_name='12705', z=0.0269487, sersic_logmass=10.7178152437075),
ResultRow(mangaid='1-113403', plate=7815, plateifu='7815-12703', ifu_name='12703', z=0.0715126, sersic_logmass=10.5001101761456),
ResultRow(mangaid='1-113585', plate=7815, plateifu='7815-3703', ifu_name='3703', z=0.070276, sersic_logmass=10.9574176308644),
ResultRow(mangaid='1-114532', plate=7975, plateifu='7975-3703', ifu_name='3703', z=0.0902261, sersic_logmass=10.893856597624),
ResultRow(mangaid='1-115128', plate=7977, plateifu='7977-1902', ifu_name='1902', z=0.0358116, sersic_logmass=10.3551065529545),
ResultRow(mangaid='12-129446', plate=7495, plateifu='7495-3701', ifu_name='3701', z=0.0670065, sersic_logmass=10.7003064415358),
ResultRow(mangaid='12-192120', plate=7495, plateifu='7495-12701', ifu_name='12701', z=0.0612091, sersic_logmass=10.3311437483716),
ResultRow(mangaid='12-129601', plate=7495, plateifu='7495-3704', ifu_name='3704', z=0.030404, sersic_logmass=10.3244141644558),
ResultRow(mangaid='12-129629', plate=7495, plateifu='7495-12705', ifu_name='12705', z=0.0762428, sersic_logmass=10.6488126124513),
ResultRow(mangaid='12-129618', plate=7495, plateifu='7495-12704', ifu_name='12704', z=0.0289385, sersic_logmass=10.4707088372899),
ResultRow(mangaid='1-283711', plate=8317, plateifu='8317-1901', ifu_name='1901', z=0.094444, sersic_logmass=12.4115877218585),
ResultRow(mangaid='1-178550', plate=7962, plateifu='7962-9102', ifu_name='9102', z=0.0471246, sersic_logmass=10.3675422735206),
ResultRow(mangaid='12-193481', plate=7443, plateifu='7443-12703', ifu_name='12703', z=0.0402719, sersic_logmass=10.505186620371),
ResultRow(mangaid='12-84627', plate=7443, plateifu='7443-12705', ifu_name='12705', z=0.0644735, sersic_logmass=10.3539508346797)]
You can access specific values of the results through tuple indexing or via the named attribute, but this is not recommended in general.
In [9]:
res = r.results[0]
print('single row', res)
print('mangaid', res[0])
print('mangaid', res.mangaid)
# what are the columns
print('columns', r.columns)
print(res.sersic_logmass)
single row ResultRow(mangaid='1-24476', plate=7990, plateifu='7990-12705', ifu_name='12705', z=0.0295157, sersic_logmass=10.5031026188081)
mangaid 1-24476
mangaid 1-24476
columns Columns
But be careful Names using the full table.parameter syntax cannot be accessed via the named attribute. This syntax is returned when two parameters with non-unique names are returned, like ifu.name and bintype.name. Instead we recommend using the Marvin Results getListOf and getDictOf methods.
In [10]:
# if you want a retrieve a list of a single parameter, use getListOf
mangaid = r.getListOf('mangaid')
print(mangaid)
['1-24476', '1-634825', '1-634828', '1-25819', '1-595093', '1-24145', '1-25554', '1-24018', '1-22970', '1-22298', '1-94063', '1-634055', '1-94139', '1-574355', '1-94027', '1-94168', '1-94228', '1-93706', '1-542312', '1-633943', '1-542318', '1-93640', '1-93612', '1-542327', '1-542358', '1-542370', '1-542351', '1-542375', '1-93908', '1-93858', '1-134964', '1-134954', '1-134924', '1-93215', '1-93288', '1-569034', '1-134848', '1-210323', '1-633832', '1-134634', '1-209712', '1-134597', '1-93378', '1-93233', '1-92547', '1-92832', '1-92771', '1-92774', '1-542414', '1-92744', '1-92537', '1-92635', '1-92615', '1-92626', '1-134209', '1-134239', '1-210017', '1-209980', '1-594386', '1-542392', '1-92866', '1-91760', '1-91582', '1-91577', '1-90849', '1-91652', '1-91339', '1-633356', '1-90807', '1-90779', '1-23023', '1-22286', '1-634238', '1-22414', '1-633591', '1-633587', '1-569216', '1-248289', '1-248389', '1-248348', '1-247980', '1-248328', '1-248357', '1-247977', '1-569072', '1-209428', '1-209537', '1-247628', '1-576431', '1-247845', '1-247382', '1-247417', '1-247449', '1-247395', '1-247456', '1-198859', '1-569130', '1-322802', '1-322784', '1-322768', '1-198600', '1-322035', '1-322028', '1-322020', '1-321739', '1-209109', '1-633196', '1-209296', '1-209199', '1-209266', '1-320584', '1-320655', '1-321074', '1-321069', '1-320664', '1-235611', '1-235576', '1-320681', '1-235398', '1-235398', '1-266039', '1-569225', '1-252070', '1-251739', '1-251762', '1-251775', '1-265980', '1-251279', '1-575778', '1-320328', '1-320337', '1-235186', '1-235301', '1-235306', '1-234980', '1-234629', '1-234341', '1-234632', '1-234618', '1-234362', '1-575733', '1-285144', '1-234408', '1-234270', '1-234272', '1-285136', '1-285066', '1-285052', '1-285095', '1-285004', '1-576537', '1-286274', '1-286307', '1-251119', '1-251115', '1-250940', '1-284523', '1-284485', '1-284291', '1-259650', '1-259893', '1-284349', '1-259108', '1-233721', '1-283246', '1-259250', '1-620993', '1-259079', '1-259050', '1-575668', '1-282762', '1-575826', '1-258774', '1-258607', '1-258455', '1-575847', '1-281439', '1-47342', '1-575838', '1-258477', '1-258118', '1-258380', '1-47248', '1-46825', '1-564264', '1-605419', '1-46562', '1-378276', '1-548076', '1-378164', '1-378123', '1-339218', '1-339163', '1-339166', '1-339132', '1-548136', '1-44219', '1-378039', '1-377990', '1-378148', '1-338934', '1-377679', '1-377781', '1-377787', '1-548036', '1-339041', '1-339092', '1-339057', '1-339028', '1-339042', '1-338771', '1-338796', '1-44216', '1-44163', '1-43733', '1-43724', '1-338851', '1-338721', '1-43723', '1-43718', '1-43773', '1-43687', '1-156137', '1-585632', '1-257813', '1-277539', '1-277516', '1-278081', '1-277997', '1-277552', '1-278015', '1-278057', '1-277290', '1-256819', '1-575898', '1-256301', '1-148046', '1-148068', '1-148127', '1-172962', '1-172936', '1-147863', '1-147602', '1-147522', '1-172948', '1-608874', '1-167380', '1-277453', '1-587908', '1-256185', '1-256131', '1-276563', '1-275340', '1-274663', '1-274658', '1-558442', '1-255248', '1-47862', '1-47890', '1-47120', '1-47618', '1-73651', '1-585593', '1-155926', '1-605863', '1-155975', '1-156062', '1-156011', '1-567187', '1-155541', '1-567155', '1-155440', '1-155456', '1-137908', '1-137801', '1-137801', '1-44100', '1-604937', '1-44526', '1-43783', '1-44487', '1-44479', '1-44418', '1-44436', '1-138034', '1-137845', '1-137845', '1-585513', '1-137853', '1-137853', '1-137844', '1-558926', '1-137799', '1-558248', '1-217304', '1-167044', '1-166932', '1-166947', '1-166919', '1-166930', '1-166739', '1-137528', '1-217050', '1-217022', '1-217018', '1-216805', '1-216973', '1-216976', '1-216540', '1-216779', '1-113208', '1-635503', '1-635503', '1-113672', '1-113647', '1-114121', '1-114128', '1-114129', '1-114171', '1-114145', '1-550578', '1-114465', '1-114454', '1-114955', '1-562254', '1-114980', '1-114998', '1-113712', '1-113587', '1-114325', '1-114502', '1-596598', '1-114928', '1-115162', '1-562158', '1-38101', '1-604017', '1-109394', '1-583411', '1-38017', '1-38008', '1-37995', '1-38347', '1-38167', '1-604053', '1-38217', '1-38428', '1-604761', '1-338090', '1-43012', '1-43099', '1-43506', '1-377626', '1-338152', '1-338220', '1-338060', '1-377176', '1-338305', '1-43241', '1-43512', '1-377221', '1-377378', '1-548004', '1-548033', '1-338389', '1-377125', '1-548025', '1-377508', '1-338633', '1-43933', '1-44015', '1-487130', '1-487099', '1-487185', '1-487432', '1-274570', '1-255308', '1-587938', '1-587938', '1-587938', '1-611836', '1-256104', '1-256104', '1-256104', '1-278485', '1-278485', '1-278485', '1-277858', '1-277858', '1-277858', '1-558910', '1-558910', '1-558910', '1-256456', '1-256456', '1-256456', '1-256048', '1-256048', '1-256048', '1-256465', '1-256009', '1-256287', '1-256506', '1-256293', '1-256283', '1-256574', '1-281037', '1-258007', '1-257623', '1-257999', '1-257854', '1-519746', '1-519720', '1-519738', '1-592049', '1-532459', '1-419427', '1-419301', '1-419533', '1-401919', '1-401052', '1-419504', '1-258685', '1-258876', '1-259136', '1-259185', '1-259117', '1-259142', '1-402487', '1-402422', '1-418197', '1-259537', '1-559041', '1-402609', '1-285729', '1-285728', '1-260458', '1-260446', '1-260541', '1-260744', '1-559049', '1-260809', '1-323055', '1-236745', '1-560834', '1-560832', '1-560826', '1-633211', '1-322671', '1-322787', '1-248233', '1-176546', '1-178233', '1-178541', '1-178533', '1-178586', '1-561020', '1-547159', '1-634538', '1-547135', '1-546834', '1-594483', '1-135468', '1-136120', '1-136248', '1-95658', '1-634274', '1-95657', '1-95585', '1-594602', '1-135794', '1-135810', '1-135371', '1-135372', '1-94971', '1-94977', '1-95842', '1-95982', '1-95843', '1-564483', '1-94934', '1-96075', '1-594755', '1-96151', '1-210881', '1-210866', '1-210863', '1-248869', '1-210923', '1-210962', '1-211227', '1-210736', '1-210774', '1-210773', '1-210731', '1-210785', '1-210784', '1-211006', '1-569166', '1-594505', '1-210754', '1-594493', '1-211082', '1-211100', '1-211017', '1-211017', '1-211079', '1-211084', '1-211103', '1-135502', '1-594528', '1-135503', '1-135517', '1-210972', '1-211063', '1-211059', '1-135157', '1-135129', '1-135055', '1-594520', '1-135030', '1-135134', '1-135568', '1-95092', '1-135641', '1-95120', '1-95112', '1-546912', '1-24092', '12-84674', '12-84677', '12-84679', '12-84660', '1-575771', '1-377986', '1-113651', '1-113418', '1-114306', '1-596678', '1-113403', '1-113585', '1-114532', '1-115128', '12-129446', '12-192120', '12-129601', '12-129629', '12-129618', '1-283711', '1-178550', '12-193481', '12-84627']
To see what columns are available, use r.columns and r.coltoparam
In [12]:
# these are the column names in the results
print('columns', r.columns)
columns Columns
if you want to retrieve the results as a list of dictionaries or dictionary of lists, use getDictOf
In [13]:
# by default, getDictOf returns a list of dictionaries, that you can iterate over
mylist = r.getDictOf()
print(mylist)
print('mangaid', mylist[0]['cube.mangaid'], mylist[1]['cube.mangaid'])
[{'z': 0.0295157, 'ifu_name': '12705', 'mangaid': '1-24476', 'plateifu': '7990-12705', 'sersic_logmass': 10.5031026188081, 'plate': 7990}, {'z': 0.0300175, 'ifu_name': '1901', 'mangaid': '1-634825', 'plateifu': '7990-1901', 'sersic_logmass': 10.6645498427122, 'plate': 7990}, {'z': 0.0300503, 'ifu_name': '1902', 'mangaid': '1-634828', 'plateifu': '7990-1902', 'sersic_logmass': 10.4151637276635, 'plate': 7990}, {'z': 0.0724629, 'ifu_name': '3701', 'mangaid': '1-25819', 'plateifu': '7991-3701', 'sersic_logmass': 10.7596398978847, 'plate': 7991}, {'z': 0.0300075, 'ifu_name': '12703', 'mangaid': '1-595093', 'plateifu': '7991-12703', 'sersic_logmass': 10.5318134503835, 'plate': 7991}, {'z': 0.032202, 'ifu_name': '12702', 'mangaid': '1-24145', 'plateifu': '7991-12702', 'sersic_logmass': 11.091086338152, 'plate': 7991}, {'z': 0.0268193, 'ifu_name': '12704', 'mangaid': '1-25554', 'plateifu': '7990-12704', 'sersic_logmass': 10.41140755685, 'plate': 7990}, {'z': 0.0328402, 'ifu_name': '6101', 'mangaid': '1-24018', 'plateifu': '7991-6101', 'sersic_logmass': 10.5006946854743, 'plate': 7991}, {'z': 0.0564263, 'ifu_name': '3703', 'mangaid': '1-22970', 'plateifu': '7992-3703', 'sersic_logmass': 10.6701985235325, 'plate': 7992}, {'z': 0.0614774, 'ifu_name': '12702', 'mangaid': '1-22298', 'plateifu': '7992-12702', 'sersic_logmass': 10.6032158466282, 'plate': 7992}, {'z': 0.0303942, 'ifu_name': '3704', 'mangaid': '1-94063', 'plateifu': '8484-3704', 'sersic_logmass': 10.3587569421743, 'plate': 8484}, {'z': 0.0570462, 'ifu_name': '9102', 'mangaid': '1-634055', 'plateifu': '8484-9102', 'sersic_logmass': 10.894383638966, 'plate': 8484}, {'z': 0.0583254, 'ifu_name': '12704', 'mangaid': '1-94139', 'plateifu': '8484-12704', 'sersic_logmass': 10.4348753566979, 'plate': 8484}, {'z': 0.0307814, 'ifu_name': '12703', 'mangaid': '1-574355', 'plateifu': '8484-12703', 'sersic_logmass': 10.910557708355, 'plate': 8484}, {'z': 0.0326858, 'ifu_name': '3702', 'mangaid': '1-94027', 'plateifu': 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'ifu_name': '3702', 'mangaid': '1-136248', 'plateifu': '8606-3702', 'sersic_logmass': 10.3553997925158, 'plate': 8606}, {'z': 0.0648389, 'ifu_name': '3704', 'mangaid': '1-95658', 'plateifu': '8612-3704', 'sersic_logmass': 10.7838342866321, 'plate': 8612}, {'z': 0.0625867, 'ifu_name': '9101', 'mangaid': '1-634274', 'plateifu': '8606-9101', 'sersic_logmass': 11.2269477169634, 'plate': 8606}, {'z': 0.0627991, 'ifu_name': '6103', 'mangaid': '1-95657', 'plateifu': '8606-6103', 'sersic_logmass': 10.6859548040332, 'plate': 8606}, {'z': 0.0633343, 'ifu_name': '12701', 'mangaid': '1-95585', 'plateifu': '8606-12701', 'sersic_logmass': 11.1989456045184, 'plate': 8606}, {'z': 0.0309035, 'ifu_name': '12701', 'mangaid': '1-594602', 'plateifu': '8588-12701', 'sersic_logmass': 10.3318724984889, 'plate': 8588}, {'z': 0.0304343, 'ifu_name': '1902', 'mangaid': '1-135794', 'plateifu': '8588-1902', 'sersic_logmass': 10.418743648503, 'plate': 8588}, {'z': 0.0297241, 'ifu_name': '12705', 'mangaid': '1-135810', 'plateifu': '8601-12705', 'sersic_logmass': 10.365467392854, 'plate': 8601}, {'z': 0.0352359, 'ifu_name': '9101', 'mangaid': '1-135371', 'plateifu': '8588-9101', 'sersic_logmass': 10.3582166659959, 'plate': 8588}, {'z': 0.0300793, 'ifu_name': '6102', 'mangaid': '1-135372', 'plateifu': '8588-6102', 'sersic_logmass': 10.8852294414283, 'plate': 8588}, {'z': 0.0615035, 'ifu_name': '6103', 'mangaid': '1-94971', 'plateifu': '8612-6103', 'sersic_logmass': 11.1107546435473, 'plate': 8612}, {'z': 0.0290337, 'ifu_name': '3701', 'mangaid': '1-94977', 'plateifu': '8612-3701', 'sersic_logmass': 10.3068473210014, 'plate': 8612}, {'z': 0.0357928, 'ifu_name': '12705', 'mangaid': '1-95842', 'plateifu': '8612-12705', 'sersic_logmass': 10.5660790661143, 'plate': 8612}, {'z': 0.0336007, 'ifu_name': '6101', 'mangaid': '1-95982', 'plateifu': '8612-6101', 'sersic_logmass': 10.5910701748688, 'plate': 8612}, {'z': 0.0355774, 'ifu_name': '6104', 'mangaid': '1-95843', 'plateifu': '8612-6104', 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'plate': 8312}, {'z': 0.0300181, 'ifu_name': '6102', 'mangaid': '1-210863', 'plateifu': '8604-6102', 'sersic_logmass': 10.6030988830353, 'plate': 8604}, {'z': 0.0316402, 'ifu_name': '6103', 'mangaid': '1-248869', 'plateifu': '8604-6103', 'sersic_logmass': 10.636368524191, 'plate': 8604}, {'z': 0.0320253, 'ifu_name': '12702', 'mangaid': '1-210923', 'plateifu': '8312-12702', 'sersic_logmass': 10.322165521612, 'plate': 8312}, {'z': 0.0290289, 'ifu_name': '12701', 'mangaid': '1-210962', 'plateifu': '8550-12701', 'sersic_logmass': 10.8905540255701, 'plate': 8550}, {'z': 0.0276667, 'ifu_name': '12702', 'mangaid': '1-211227', 'plateifu': '8603-12702', 'sersic_logmass': 10.4855212642774, 'plate': 8603}, {'z': 0.0353186, 'ifu_name': '12702', 'mangaid': '1-210736', 'plateifu': '8604-12702', 'sersic_logmass': 10.3473222077055, 'plate': 8604}, {'z': 0.029007, 'ifu_name': '9102', 'mangaid': '1-210774', 'plateifu': '8312-9102', 'sersic_logmass': 10.7667258130464, 'plate': 8312}, {'z': 0.0319436, 'ifu_name': '1902', 'mangaid': '1-210773', 'plateifu': '8603-1902', 'sersic_logmass': 10.5826325748986, 'plate': 8603}, {'z': 0.0281234, 'ifu_name': '3701', 'mangaid': '1-210731', 'plateifu': '8603-3701', 'sersic_logmass': 10.380433760618, 'plate': 8603}, {'z': 0.0337628, 'ifu_name': '9101', 'mangaid': '1-210785', 'plateifu': '8312-9101', 'sersic_logmass': 10.7654927155684, 'plate': 8312}, {'z': 0.0291509, 'ifu_name': '6104', 'mangaid': '1-210784', 'plateifu': '8604-6104', 'sersic_logmass': 10.4458407437245, 'plate': 8604}, {'z': 0.0261375, 'ifu_name': '3701', 'mangaid': '1-211006', 'plateifu': '8312-3701', 'sersic_logmass': 10.3154896281205, 'plate': 8312}, {'z': 0.0271759, 'ifu_name': '12705', 'mangaid': '1-569166', 'plateifu': '8604-12705', 'sersic_logmass': 10.6916401430735, 'plate': 8604}, {'z': 0.0277531, 'ifu_name': '9101', 'mangaid': '1-594505', 'plateifu': '8604-9101', 'sersic_logmass': 10.5208685281909, 'plate': 8604}, {'z': 0.0251772, 'ifu_name': '3704', 'mangaid': '1-210754', 'plateifu': '8312-3704', 'sersic_logmass': 10.3191643779143, 'plate': 8312}, {'z': 0.0311758, 'ifu_name': '6101', 'mangaid': '1-594493', 'plateifu': '8603-6101', 'sersic_logmass': 11.2228412803683, 'plate': 8603}, {'z': 0.0303604, 'ifu_name': '12702', 'mangaid': '1-211082', 'plateifu': '8550-12702', 'sersic_logmass': 10.6223560005775, 'plate': 8550}, {'z': 0.0309313, 'ifu_name': '1901', 'mangaid': '1-211100', 'plateifu': '8601-1901', 'sersic_logmass': 10.4421394122554, 'plate': 8601}, {'z': 0.0358501, 'ifu_name': '12703', 'mangaid': '1-211017', 'plateifu': '8312-12703', 'sersic_logmass': 10.4080855597504, 'plate': 8312}, {'z': 0.0358501, 'ifu_name': '9102', 'mangaid': '1-211017', 'plateifu': '8550-9102', 'sersic_logmass': 10.4080855597504, 'plate': 8550}, {'z': 0.0304269, 'ifu_name': '1901', 'mangaid': '1-211079', 'plateifu': '8604-1901', 'sersic_logmass': 10.3500928854581, 'plate': 8604}, {'z': 0.0293613, 'ifu_name': '1902', 'mangaid': '1-211084', 'plateifu': '8312-1902', 'sersic_logmass': 10.3095386153124, 'plate': 8312}, {'z': 0.0245559, 'ifu_name': '6103', 'mangaid': '1-211103', 'plateifu': '8550-6103', 'sersic_logmass': 10.3042815163518, 'plate': 8550}, {'z': 0.0305383, 'ifu_name': '12703', 'mangaid': '1-135502', 'plateifu': '8604-12703', 'sersic_logmass': 10.750916270366, 'plate': 8604}, {'z': 0.0281495, 'ifu_name': '6101', 'mangaid': '1-594528', 'plateifu': '8601-6101', 'sersic_logmass': 10.5256705179678, 'plate': 8601}, {'z': 0.0296457, 'ifu_name': '3703', 'mangaid': '1-135503', 'plateifu': '8604-3703', 'sersic_logmass': 10.4613979701173, 'plate': 8604}, {'z': 0.0317611, 'ifu_name': '6101', 'mangaid': '1-135517', 'plateifu': '8588-6101', 'sersic_logmass': 10.5580962877858, 'plate': 8588}, {'z': 0.0325493, 'ifu_name': '6102', 'mangaid': '1-210972', 'plateifu': '8312-6102', 'sersic_logmass': 10.3470293209064, 'plate': 8312}, {'z': 0.0331055, 'ifu_name': '12704', 'mangaid': '1-211063', 'plateifu': '8550-12704', 'sersic_logmass': 10.6390998349543, 'plate': 8550}, {'z': 0.033678, 'ifu_name': '3703', 'mangaid': '1-211059', 'plateifu': '8603-3703', 'sersic_logmass': 10.5269347313642, 'plate': 8603}, {'z': 0.0323713, 'ifu_name': '3702', 'mangaid': '1-135157', 'plateifu': '8603-3702', 'sersic_logmass': 10.3894690984532, 'plate': 8603}, {'z': 0.0327969, 'ifu_name': '12705', 'mangaid': '1-135129', 'plateifu': '8603-12705', 'sersic_logmass': 10.5637527311216, 'plate': 8603}, {'z': 0.0300581, 'ifu_name': '6104', 'mangaid': '1-135055', 'plateifu': '8601-6104', 'sersic_logmass': 10.8779446507252, 'plate': 8601}, {'z': 0.0290501, 'ifu_name': '3702', 'mangaid': '1-594520', 'plateifu': '8601-3702', 'sersic_logmass': 10.505848359174, 'plate': 8601}, {'z': 0.0273289, 'ifu_name': '12704', 'mangaid': '1-135030', 'plateifu': '8603-12704', 'sersic_logmass': 10.5902643228515, 'plate': 8603}, {'z': 0.030343, 'ifu_name': '9101', 'mangaid': '1-135134', 'plateifu': '8603-9101', 'sersic_logmass': 10.5057778940001, 'plate': 8603}, {'z': 0.0938565, 'ifu_name': '12701', 'mangaid': '1-135568', 'plateifu': '8601-12701', 'sersic_logmass': 10.7583395177752, 'plate': 8601}, {'z': 0.0301764, 'ifu_name': '3702', 'mangaid': '1-95092', 'plateifu': '8588-3702', 'sersic_logmass': 10.5988353560184, 'plate': 8588}, {'z': 0.030363, 'ifu_name': '12704', 'mangaid': '1-135641', 'plateifu': '8588-12704', 'sersic_logmass': 10.4296941549183, 'plate': 8588}, {'z': 0.0336364, 'ifu_name': '9102', 'mangaid': '1-95120', 'plateifu': '8601-9102', 'sersic_logmass': 10.9680484367799, 'plate': 8601}, {'z': 0.0327634, 'ifu_name': '12703', 'mangaid': '1-95112', 'plateifu': '8588-12703', 'sersic_logmass': 10.4185929331793, 'plate': 8588}, {'z': 0.0875442, 'ifu_name': '6104', 'mangaid': '1-546912', 'plateifu': '8606-6104', 'sersic_logmass': 10.9459198789612, 'plate': 8606}, {'z': 0.0926206, 'ifu_name': '1901', 'mangaid': '1-24092', 'plateifu': '7991-1901', 'sersic_logmass': 10.4295471929271, 'plate': 7991}, {'z': 0.0575241, 'ifu_name': '12702', 'mangaid': '12-84674', 'plateifu': '7443-12702', 'sersic_logmass': 10.4127796408203, 'plate': 7443}, {'z': 0.075096, 'ifu_name': '6104', 'mangaid': '12-84677', 'plateifu': '7443-6104', 'sersic_logmass': 10.9892481977171, 'plate': 7443}, {'z': 0.091575, 'ifu_name': '9102', 'mangaid': '12-84679', 'plateifu': '7443-9102', 'sersic_logmass': 11.1357558064234, 'plate': 7443}, {'z': 0.0404705, 'ifu_name': '9101', 'mangaid': '12-84660', 'plateifu': '7443-9101', 'sersic_logmass': 10.3195286918737, 'plate': 7443}, {'z': 0.00814191, 'ifu_name': '1902', 'mangaid': '1-575771', 'plateifu': '8332-1902', 'sersic_logmass': 10.3988632053962, 'plate': 8332}, {'z': 0.0791705, 'ifu_name': '1901', 'mangaid': '1-377986', 'plateifu': '8133-1901', 'sersic_logmass': 10.4901678460308, 'plate': 8133}, {'z': 0.0708847, 'ifu_name': '3704', 'mangaid': '1-113651', 'plateifu': '7815-3704', 'sersic_logmass': 10.5960723268912, 'plate': 7815}, {'z': 0.0430806, 'ifu_name': '12704', 'mangaid': '1-113418', 'plateifu': '7815-12704', 'sersic_logmass': 10.5287676268852, 'plate': 7815}, {'z': 0.0636505, 'ifu_name': '9101', 'mangaid': '1-114306', 'plateifu': '7975-9101', 'sersic_logmass': 10.5306990418449, 'plate': 7975}, {'z': 0.0269487, 'ifu_name': '12705', 'mangaid': '1-596678', 'plateifu': '7977-12705', 'sersic_logmass': 10.7178152437075, 'plate': 7977}, {'z': 0.0715126, 'ifu_name': '12703', 'mangaid': '1-113403', 'plateifu': '7815-12703', 'sersic_logmass': 10.5001101761456, 'plate': 7815}, {'z': 0.070276, 'ifu_name': '3703', 'mangaid': '1-113585', 'plateifu': '7815-3703', 'sersic_logmass': 10.9574176308644, 'plate': 7815}, {'z': 0.0902261, 'ifu_name': '3703', 'mangaid': '1-114532', 'plateifu': '7975-3703', 'sersic_logmass': 10.893856597624, 'plate': 7975}, {'z': 0.0358116, 'ifu_name': '1902', 'mangaid': '1-115128', 'plateifu': '7977-1902', 'sersic_logmass': 10.3551065529545, 'plate': 7977}, {'z': 0.0670065, 'ifu_name': '3701', 'mangaid': '12-129446', 'plateifu': '7495-3701', 'sersic_logmass': 10.7003064415358, 'plate': 7495}, {'z': 0.0612091, 'ifu_name': '12701', 'mangaid': '12-192120', 'plateifu': '7495-12701', 'sersic_logmass': 10.3311437483716, 'plate': 7495}, {'z': 0.030404, 'ifu_name': '3704', 'mangaid': '12-129601', 'plateifu': '7495-3704', 'sersic_logmass': 10.3244141644558, 'plate': 7495}, {'z': 0.0762428, 'ifu_name': '12705', 'mangaid': '12-129629', 'plateifu': '7495-12705', 'sersic_logmass': 10.6488126124513, 'plate': 7495}, {'z': 0.0289385, 'ifu_name': '12704', 'mangaid': '12-129618', 'plateifu': '7495-12704', 'sersic_logmass': 10.4707088372899, 'plate': 7495}, {'z': 0.094444, 'ifu_name': '1901', 'mangaid': '1-283711', 'plateifu': '8317-1901', 'sersic_logmass': 12.4115877218585, 'plate': 8317}, {'z': 0.0471246, 'ifu_name': '9102', 'mangaid': '1-178550', 'plateifu': '7962-9102', 'sersic_logmass': 10.3675422735206, 'plate': 7962}, {'z': 0.0402719, 'ifu_name': '12703', 'mangaid': '12-193481', 'plateifu': '7443-12703', 'sersic_logmass': 10.505186620371, 'plate': 7443}, {'z': 0.0644735, 'ifu_name': '12705', 'mangaid': '12-84627', 'plateifu': '7443-12705', 'sersic_logmass': 10.3539508346797, 'plate': 7443}]
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
<ipython-input-13-027b0cdeb11a> in <module>()
2 mylist = r.getDictOf()
3 print(mylist)
----> 4 print('mangaid', mylist[0]['cube.mangaid'], mylist[1]['cube.mangaid'])
KeyError: 'cube.mangaid'
you can change the format returned using the format_type keyword. format_type='dictlist' returns a dictionary of lists getDictOf returns a list of dictionaries
In [14]:
mydict = r.getDictOf(format_type='dictlist')
print(mydict)
print('keys', mydict.keys())
print('mangaid', mydict['cube.mangaid'])
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7962, 7443, 7443]}
keys dict_keys(['z', 'ifu_name', 'mangaid', 'plateifu', 'sersic_logmass', 'plate'])
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
<ipython-input-14-0bf92100254f> in <module>()
2 print(mydict)
3 print('keys', mydict.keys())
----> 4 print('mangaid', mydict['cube.mangaid'])
KeyError: 'cube.mangaid'
In [15]:
# get the next set of results
r.getNext()
WARNING: You have all the results. Cannot go forward
Out[15]:
<ResultSet(set=1.0/1, index=0:552, count_in_set=552, total=552)>
[ResultRow(mangaid='1-24476', plate=7990, plateifu='7990-12705', ifu_name='12705', z=0.0295157, sersic_logmass=10.5031026188081),
ResultRow(mangaid='1-634825', plate=7990, plateifu='7990-1901', ifu_name='1901', z=0.0300175, sersic_logmass=10.6645498427122),
ResultRow(mangaid='1-634828', plate=7990, plateifu='7990-1902', ifu_name='1902', z=0.0300503, sersic_logmass=10.4151637276635),
ResultRow(mangaid='1-25819', plate=7991, plateifu='7991-3701', ifu_name='3701', z=0.0724629, sersic_logmass=10.7596398978847),
ResultRow(mangaid='1-595093', plate=7991, plateifu='7991-12703', ifu_name='12703', z=0.0300075, sersic_logmass=10.5318134503835),
ResultRow(mangaid='1-24145', plate=7991, plateifu='7991-12702', ifu_name='12702', z=0.032202, sersic_logmass=11.091086338152),
ResultRow(mangaid='1-25554', plate=7990, plateifu='7990-12704', ifu_name='12704', z=0.0268193, sersic_logmass=10.41140755685),
ResultRow(mangaid='1-24018', plate=7991, plateifu='7991-6101', ifu_name='6101', z=0.0328402, sersic_logmass=10.5006946854743),
ResultRow(mangaid='1-22970', plate=7992, plateifu='7992-3703', ifu_name='3703', z=0.0564263, sersic_logmass=10.6701985235325),
ResultRow(mangaid='1-22298', plate=7992, plateifu='7992-12702', ifu_name='12702', z=0.0614774, sersic_logmass=10.6032158466282),
ResultRow(mangaid='1-94063', plate=8484, plateifu='8484-3704', ifu_name='3704', z=0.0303942, sersic_logmass=10.3587569421743),
ResultRow(mangaid='1-634055', plate=8484, plateifu='8484-9102', ifu_name='9102', z=0.0570462, sersic_logmass=10.894383638966),
ResultRow(mangaid='1-94139', plate=8484, plateifu='8484-12704', ifu_name='12704', z=0.0583254, sersic_logmass=10.4348753566979),
ResultRow(mangaid='1-574355', plate=8484, plateifu='8484-12703', ifu_name='12703', z=0.0307814, sersic_logmass=10.910557708355),
ResultRow(mangaid='1-94027', plate=8484, plateifu='8484-3702', ifu_name='3702', z=0.0326858, sersic_logmass=10.365162141823),
ResultRow(mangaid='1-94168', plate=8484, plateifu='8484-6102', ifu_name='6102', z=0.032716, sersic_logmass=10.7325360885783),
ResultRow(mangaid='1-94228', plate=8483, plateifu='8483-1902', ifu_name='1902', z=0.0494351, sersic_logmass=10.3974481088507),
ResultRow(mangaid='1-93706', plate=8483, plateifu='8483-3702', ifu_name='3702', z=0.0330797, sersic_logmass=10.4210211866627),
ResultRow(mangaid='1-542312', plate=8483, plateifu='8483-3703', ifu_name='3703', z=0.0478982, sersic_logmass=10.8399692575882),
ResultRow(mangaid='1-633943', plate=8483, plateifu='8483-6102', ifu_name='6102', z=0.0574231, sersic_logmass=11.0704147076379),
ResultRow(mangaid='1-542318', plate=8483, plateifu='8483-12703', ifu_name='12703', z=0.0582143, sersic_logmass=10.5606346242803),
ResultRow(mangaid='1-93640', plate=8482, plateifu='8482-12703', ifu_name='12703', z=0.049627, sersic_logmass=10.8306739796055),
ResultRow(mangaid='1-93612', plate=8482, plateifu='8482-3704', ifu_name='3704', z=0.0323949, sersic_logmass=10.6553852975614),
ResultRow(mangaid='1-542327', plate=8482, plateifu='8482-3703', ifu_name='3703', z=0.0565856, sersic_logmass=11.0082849810254),
ResultRow(mangaid='1-542358', plate=8482, plateifu='8482-3702', ifu_name='3702', z=0.0403355, sersic_logmass=10.6492170184387),
ResultRow(mangaid='1-542370', plate=8482, plateifu='8482-6104', ifu_name='6104', z=0.0559899, sersic_logmass=10.6098589601602),
ResultRow(mangaid='1-542351', plate=8482, plateifu='8482-12702', ifu_name='12702', z=0.056681, sersic_logmass=10.9389642991569),
ResultRow(mangaid='1-542375', plate=8482, plateifu='8482-12701', ifu_name='12701', z=0.0574135, sersic_logmass=11.2217167040219),
ResultRow(mangaid='1-93908', plate=8555, plateifu='8555-6104', ifu_name='6104', z=0.0471758, sersic_logmass=10.8791911040452),
ResultRow(mangaid='1-93858', plate=8555, plateifu='8555-3703', ifu_name='3703', z=0.0470599, sersic_logmass=10.3242021754385),
ResultRow(mangaid='1-134964', plate=8555, plateifu='8555-3701', ifu_name='3701', z=0.0462348, sersic_logmass=10.7188287397371),
ResultRow(mangaid='1-134954', plate=8555, plateifu='8555-12705', ifu_name='12705', z=0.0315232, sersic_logmass=10.3317693332067),
ResultRow(mangaid='1-134924', plate=8555, plateifu='8555-9101', ifu_name='9101', z=0.0319997, sersic_logmass=10.9243309847087),
ResultRow(mangaid='1-93215', plate=8484, plateifu='8484-12702', ifu_name='12702', z=0.0568394, sersic_logmass=10.5418873838496),
ResultRow(mangaid='1-93288', plate=8548, plateifu='8548-12705', ifu_name='12705', z=0.0533752, sersic_logmass=10.4166754491668),
ResultRow(mangaid='1-569034', plate=8548, plateifu='8548-12701', ifu_name='12701', z=0.0579873, sersic_logmass=10.4179713010904),
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ResultRow(mangaid='1-559041', plate=8330, plateifu='8330-6103', ifu_name='6103', z=0.0269759, sersic_logmass=10.3617429416499),
ResultRow(mangaid='1-402609', plate=8330, plateifu='8330-3703', ifu_name='3703', z=0.061366, sersic_logmass=10.6231334630917),
ResultRow(mangaid='1-285729', plate=8330, plateifu='8330-3702', ifu_name='3702', z=0.054177, sersic_logmass=10.9492226002187),
ResultRow(mangaid='1-285728', plate=8330, plateifu='8330-9101', ifu_name='9101', z=0.0348771, sersic_logmass=10.3161129888152),
ResultRow(mangaid='1-260458', plate=8447, plateifu='8447-9101', ifu_name='9101', z=0.0618963, sersic_logmass=10.684632648833),
ResultRow(mangaid='1-260446', plate=8447, plateifu='8447-6101', ifu_name='6101', z=0.0752861, sersic_logmass=11.0470021305185),
ResultRow(mangaid='1-260541', plate=8447, plateifu='8447-6103', ifu_name='6103', z=0.075388, sersic_logmass=11.2962548294388),
ResultRow(mangaid='1-260744', plate=8447, plateifu='8447-1902', ifu_name='1902', z=0.0615566, sersic_logmass=10.717896743104),
ResultRow(mangaid='1-559049', plate=8447, plateifu='8447-9102', ifu_name='9102', z=0.0961083, sersic_logmass=11.1607415675807),
ResultRow(mangaid='1-260809', plate=8447, plateifu='8447-12704', ifu_name='12704', z=0.0569119, sersic_logmass=11.1755495008354),
ResultRow(mangaid='1-323055', plate=8315, plateifu='8315-3704', ifu_name='3704', z=0.0328705, sersic_logmass=10.3258910959863),
ResultRow(mangaid='1-236745', plate=8315, plateifu='8315-12702', ifu_name='12702', z=0.0648788, sersic_logmass=11.2012960503219),
ResultRow(mangaid='1-560834', plate=8315, plateifu='8315-12701', ifu_name='12701', z=0.0640306, sersic_logmass=10.7175498488879),
ResultRow(mangaid='1-560832', plate=8315, plateifu='8315-6102', ifu_name='6102', z=0.0640888, sersic_logmass=10.7018208900981),
ResultRow(mangaid='1-560826', plate=8315, plateifu='8315-3703', ifu_name='3703', z=0.0759358, sersic_logmass=11.1821977363759),
ResultRow(mangaid='1-633211', plate=8315, plateifu='8315-6104', ifu_name='6104', z=0.0638318, sersic_logmass=11.0640721943734),
ResultRow(mangaid='1-322671', plate=8315, plateifu='8315-3702', ifu_name='3702', z=0.0637475, sersic_logmass=10.6873157746457),
ResultRow(mangaid='1-322787', plate=8315, plateifu='8315-12705', ifu_name='12705', z=0.0634711, sersic_logmass=10.4688212504066),
ResultRow(mangaid='1-248233', plate=8313, plateifu='8313-12705', ifu_name='12705', z=0.0315371, sersic_logmass=10.747983239904),
ResultRow(mangaid='1-176546', plate=8606, plateifu='8606-12705', ifu_name='12705', z=0.0566621, sersic_logmass=10.4348945028113),
ResultRow(mangaid='1-178233', plate=7962, plateifu='7962-6102', ifu_name='6102', z=0.0434744, sersic_logmass=11.4211875284352),
ResultRow(mangaid='1-178541', plate=7962, plateifu='7962-3703', ifu_name='3703', z=0.0825072, sersic_logmass=10.8675423191312),
ResultRow(mangaid='1-178533', plate=7962, plateifu='7962-6103', ifu_name='6103', z=0.095552, sersic_logmass=11.3117220822481),
ResultRow(mangaid='1-178586', plate=7962, plateifu='7962-12703', ifu_name='12703', z=0.0477401, sersic_logmass=10.8981127896238),
ResultRow(mangaid='1-561020', plate=7957, plateifu='7957-6101', ifu_name='6101', z=0.0311029, sersic_logmass=10.7360720547768),
ResultRow(mangaid='1-547159', plate=7957, plateifu='7957-12705', ifu_name='12705', z=0.0736188, sersic_logmass=10.68106748483),
ResultRow(mangaid='1-634538', plate=7957, plateifu='7957-3701', ifu_name='3701', z=0.0362875, sersic_logmass=10.7299767119189),
ResultRow(mangaid='1-547135', plate=7957, plateifu='7957-1902', ifu_name='1902', z=0.0312375, sersic_logmass=10.3343994609475),
ResultRow(mangaid='1-546834', plate=7957, plateifu='7957-6103', ifu_name='6103', z=0.0278009, sersic_logmass=10.7138197092999),
ResultRow(mangaid='1-594483', plate=8550, plateifu='8550-6101', ifu_name='6101', z=0.0309815, sersic_logmass=10.7386228207147),
ResultRow(mangaid='1-135468', plate=8550, plateifu='8550-12705', ifu_name='12705', z=0.029986, sersic_logmass=11.0483369076008),
ResultRow(mangaid='1-136120', plate=8606, plateifu='8606-3701', ifu_name='3701', z=0.0573351, sersic_logmass=10.8621618027235),
ResultRow(mangaid='1-136248', plate=8606, plateifu='8606-3702', ifu_name='3702', z=0.0235624, sersic_logmass=10.3553997925158),
ResultRow(mangaid='1-95658', plate=8612, plateifu='8612-3704', ifu_name='3704', z=0.0648389, sersic_logmass=10.7838342866321),
ResultRow(mangaid='1-634274', plate=8606, plateifu='8606-9101', ifu_name='9101', z=0.0625867, sersic_logmass=11.2269477169634),
ResultRow(mangaid='1-95657', plate=8606, plateifu='8606-6103', ifu_name='6103', z=0.0627991, sersic_logmass=10.6859548040332),
ResultRow(mangaid='1-95585', plate=8606, plateifu='8606-12701', ifu_name='12701', z=0.0633343, sersic_logmass=11.1989456045184),
ResultRow(mangaid='1-594602', plate=8588, plateifu='8588-12701', ifu_name='12701', z=0.0309035, sersic_logmass=10.3318724984889),
ResultRow(mangaid='1-135794', plate=8588, plateifu='8588-1902', ifu_name='1902', z=0.0304343, sersic_logmass=10.418743648503),
ResultRow(mangaid='1-135810', plate=8601, plateifu='8601-12705', ifu_name='12705', z=0.0297241, sersic_logmass=10.365467392854),
ResultRow(mangaid='1-135371', plate=8588, plateifu='8588-9101', ifu_name='9101', z=0.0352359, sersic_logmass=10.3582166659959),
ResultRow(mangaid='1-135372', plate=8588, plateifu='8588-6102', ifu_name='6102', z=0.0300793, sersic_logmass=10.8852294414283),
ResultRow(mangaid='1-94971', plate=8612, plateifu='8612-6103', ifu_name='6103', z=0.0615035, sersic_logmass=11.1107546435473),
ResultRow(mangaid='1-94977', plate=8612, plateifu='8612-3701', ifu_name='3701', z=0.0290337, sersic_logmass=10.3068473210014),
ResultRow(mangaid='1-95842', plate=8612, plateifu='8612-12705', ifu_name='12705', z=0.0357928, sersic_logmass=10.5660790661143),
ResultRow(mangaid='1-95982', plate=8612, plateifu='8612-6101', ifu_name='6101', z=0.0336007, sersic_logmass=10.5910701748688),
ResultRow(mangaid='1-95843', plate=8612, plateifu='8612-6104', ifu_name='6104', z=0.0355774, sersic_logmass=10.6171199129945),
ResultRow(mangaid='1-564483', plate=8612, plateifu='8612-6102', ifu_name='6102', z=0.0617588, sersic_logmass=10.6188677730055),
ResultRow(mangaid='1-94934', plate=8612, plateifu='8612-3703', ifu_name='3703', z=0.0697293, sersic_logmass=10.7294053675633),
ResultRow(mangaid='1-96075', plate=8612, plateifu='8612-12702', ifu_name='12702', z=0.0631152, sersic_logmass=10.8650974572126),
ResultRow(mangaid='1-594755', plate=8612, plateifu='8612-1901', ifu_name='1901', z=0.0349309, sersic_logmass=11.3226884928434),
ResultRow(mangaid='1-96151', plate=8612, plateifu='8612-12704', ifu_name='12704', z=0.0343116, sersic_logmass=10.4456851395058),
ResultRow(mangaid='1-210881', plate=8604, plateifu='8604-12701', ifu_name='12701', z=0.0350385, sersic_logmass=11.0563063317906),
ResultRow(mangaid='1-210866', plate=8312, plateifu='8312-12701', ifu_name='12701', z=0.0293829, sersic_logmass=10.6948928785615),
ResultRow(mangaid='1-210863', plate=8604, plateifu='8604-6102', ifu_name='6102', z=0.0300181, sersic_logmass=10.6030988830353),
ResultRow(mangaid='1-248869', plate=8604, plateifu='8604-6103', ifu_name='6103', z=0.0316402, sersic_logmass=10.636368524191),
ResultRow(mangaid='1-210923', plate=8312, plateifu='8312-12702', ifu_name='12702', z=0.0320253, sersic_logmass=10.322165521612),
ResultRow(mangaid='1-210962', plate=8550, plateifu='8550-12701', ifu_name='12701', z=0.0290289, sersic_logmass=10.8905540255701),
ResultRow(mangaid='1-211227', plate=8603, plateifu='8603-12702', ifu_name='12702', z=0.0276667, sersic_logmass=10.4855212642774),
ResultRow(mangaid='1-210736', plate=8604, plateifu='8604-12702', ifu_name='12702', z=0.0353186, sersic_logmass=10.3473222077055),
ResultRow(mangaid='1-210774', plate=8312, plateifu='8312-9102', ifu_name='9102', z=0.029007, sersic_logmass=10.7667258130464),
ResultRow(mangaid='1-210773', plate=8603, plateifu='8603-1902', ifu_name='1902', z=0.0319436, sersic_logmass=10.5826325748986),
ResultRow(mangaid='1-210731', plate=8603, plateifu='8603-3701', ifu_name='3701', z=0.0281234, sersic_logmass=10.380433760618),
ResultRow(mangaid='1-210785', plate=8312, plateifu='8312-9101', ifu_name='9101', z=0.0337628, sersic_logmass=10.7654927155684),
ResultRow(mangaid='1-210784', plate=8604, plateifu='8604-6104', ifu_name='6104', z=0.0291509, sersic_logmass=10.4458407437245),
ResultRow(mangaid='1-211006', plate=8312, plateifu='8312-3701', ifu_name='3701', z=0.0261375, sersic_logmass=10.3154896281205),
ResultRow(mangaid='1-569166', plate=8604, plateifu='8604-12705', ifu_name='12705', z=0.0271759, sersic_logmass=10.6916401430735),
ResultRow(mangaid='1-594505', plate=8604, plateifu='8604-9101', ifu_name='9101', z=0.0277531, sersic_logmass=10.5208685281909),
ResultRow(mangaid='1-210754', plate=8312, plateifu='8312-3704', ifu_name='3704', z=0.0251772, sersic_logmass=10.3191643779143),
ResultRow(mangaid='1-594493', plate=8603, plateifu='8603-6101', ifu_name='6101', z=0.0311758, sersic_logmass=11.2228412803683),
ResultRow(mangaid='1-211082', plate=8550, plateifu='8550-12702', ifu_name='12702', z=0.0303604, sersic_logmass=10.6223560005775),
ResultRow(mangaid='1-211100', plate=8601, plateifu='8601-1901', ifu_name='1901', z=0.0309313, sersic_logmass=10.4421394122554),
ResultRow(mangaid='1-211017', plate=8312, plateifu='8312-12703', ifu_name='12703', z=0.0358501, sersic_logmass=10.4080855597504),
ResultRow(mangaid='1-211017', plate=8550, plateifu='8550-9102', ifu_name='9102', z=0.0358501, sersic_logmass=10.4080855597504),
ResultRow(mangaid='1-211079', plate=8604, plateifu='8604-1901', ifu_name='1901', z=0.0304269, sersic_logmass=10.3500928854581),
ResultRow(mangaid='1-211084', plate=8312, plateifu='8312-1902', ifu_name='1902', z=0.0293613, sersic_logmass=10.3095386153124),
ResultRow(mangaid='1-211103', plate=8550, plateifu='8550-6103', ifu_name='6103', z=0.0245559, sersic_logmass=10.3042815163518),
ResultRow(mangaid='1-135502', plate=8604, plateifu='8604-12703', ifu_name='12703', z=0.0305383, sersic_logmass=10.750916270366),
ResultRow(mangaid='1-594528', plate=8601, plateifu='8601-6101', ifu_name='6101', z=0.0281495, sersic_logmass=10.5256705179678),
ResultRow(mangaid='1-135503', plate=8604, plateifu='8604-3703', ifu_name='3703', z=0.0296457, sersic_logmass=10.4613979701173),
ResultRow(mangaid='1-135517', plate=8588, plateifu='8588-6101', ifu_name='6101', z=0.0317611, sersic_logmass=10.5580962877858),
ResultRow(mangaid='1-210972', plate=8312, plateifu='8312-6102', ifu_name='6102', z=0.0325493, sersic_logmass=10.3470293209064),
ResultRow(mangaid='1-211063', plate=8550, plateifu='8550-12704', ifu_name='12704', z=0.0331055, sersic_logmass=10.6390998349543),
ResultRow(mangaid='1-211059', plate=8603, plateifu='8603-3703', ifu_name='3703', z=0.033678, sersic_logmass=10.5269347313642),
ResultRow(mangaid='1-135157', plate=8603, plateifu='8603-3702', ifu_name='3702', z=0.0323713, sersic_logmass=10.3894690984532),
ResultRow(mangaid='1-135129', plate=8603, plateifu='8603-12705', ifu_name='12705', z=0.0327969, sersic_logmass=10.5637527311216),
ResultRow(mangaid='1-135055', plate=8601, plateifu='8601-6104', ifu_name='6104', z=0.0300581, sersic_logmass=10.8779446507252),
ResultRow(mangaid='1-594520', plate=8601, plateifu='8601-3702', ifu_name='3702', z=0.0290501, sersic_logmass=10.505848359174),
ResultRow(mangaid='1-135030', plate=8603, plateifu='8603-12704', ifu_name='12704', z=0.0273289, sersic_logmass=10.5902643228515),
ResultRow(mangaid='1-135134', plate=8603, plateifu='8603-9101', ifu_name='9101', z=0.030343, sersic_logmass=10.5057778940001),
ResultRow(mangaid='1-135568', plate=8601, plateifu='8601-12701', ifu_name='12701', z=0.0938565, sersic_logmass=10.7583395177752),
ResultRow(mangaid='1-95092', plate=8588, plateifu='8588-3702', ifu_name='3702', z=0.0301764, sersic_logmass=10.5988353560184),
ResultRow(mangaid='1-135641', plate=8588, plateifu='8588-12704', ifu_name='12704', z=0.030363, sersic_logmass=10.4296941549183),
ResultRow(mangaid='1-95120', plate=8601, plateifu='8601-9102', ifu_name='9102', z=0.0336364, sersic_logmass=10.9680484367799),
ResultRow(mangaid='1-95112', plate=8588, plateifu='8588-12703', ifu_name='12703', z=0.0327634, sersic_logmass=10.4185929331793),
ResultRow(mangaid='1-546912', plate=8606, plateifu='8606-6104', ifu_name='6104', z=0.0875442, sersic_logmass=10.9459198789612),
ResultRow(mangaid='1-24092', plate=7991, plateifu='7991-1901', ifu_name='1901', z=0.0926206, sersic_logmass=10.4295471929271),
ResultRow(mangaid='12-84674', plate=7443, plateifu='7443-12702', ifu_name='12702', z=0.0575241, sersic_logmass=10.4127796408203),
ResultRow(mangaid='12-84677', plate=7443, plateifu='7443-6104', ifu_name='6104', z=0.075096, sersic_logmass=10.9892481977171),
ResultRow(mangaid='12-84679', plate=7443, plateifu='7443-9102', ifu_name='9102', z=0.091575, sersic_logmass=11.1357558064234),
ResultRow(mangaid='12-84660', plate=7443, plateifu='7443-9101', ifu_name='9101', z=0.0404705, sersic_logmass=10.3195286918737),
ResultRow(mangaid='1-575771', plate=8332, plateifu='8332-1902', ifu_name='1902', z=0.00814191, sersic_logmass=10.3988632053962),
ResultRow(mangaid='1-377986', plate=8133, plateifu='8133-1901', ifu_name='1901', z=0.0791705, sersic_logmass=10.4901678460308),
ResultRow(mangaid='1-113651', plate=7815, plateifu='7815-3704', ifu_name='3704', z=0.0708847, sersic_logmass=10.5960723268912),
ResultRow(mangaid='1-113418', plate=7815, plateifu='7815-12704', ifu_name='12704', z=0.0430806, sersic_logmass=10.5287676268852),
ResultRow(mangaid='1-114306', plate=7975, plateifu='7975-9101', ifu_name='9101', z=0.0636505, sersic_logmass=10.5306990418449),
ResultRow(mangaid='1-596678', plate=7977, plateifu='7977-12705', ifu_name='12705', z=0.0269487, sersic_logmass=10.7178152437075),
ResultRow(mangaid='1-113403', plate=7815, plateifu='7815-12703', ifu_name='12703', z=0.0715126, sersic_logmass=10.5001101761456),
ResultRow(mangaid='1-113585', plate=7815, plateifu='7815-3703', ifu_name='3703', z=0.070276, sersic_logmass=10.9574176308644),
ResultRow(mangaid='1-114532', plate=7975, plateifu='7975-3703', ifu_name='3703', z=0.0902261, sersic_logmass=10.893856597624),
ResultRow(mangaid='1-115128', plate=7977, plateifu='7977-1902', ifu_name='1902', z=0.0358116, sersic_logmass=10.3551065529545),
ResultRow(mangaid='12-129446', plate=7495, plateifu='7495-3701', ifu_name='3701', z=0.0670065, sersic_logmass=10.7003064415358),
ResultRow(mangaid='12-192120', plate=7495, plateifu='7495-12701', ifu_name='12701', z=0.0612091, sersic_logmass=10.3311437483716),
ResultRow(mangaid='12-129601', plate=7495, plateifu='7495-3704', ifu_name='3704', z=0.030404, sersic_logmass=10.3244141644558),
ResultRow(mangaid='12-129629', plate=7495, plateifu='7495-12705', ifu_name='12705', z=0.0762428, sersic_logmass=10.6488126124513),
ResultRow(mangaid='12-129618', plate=7495, plateifu='7495-12704', ifu_name='12704', z=0.0289385, sersic_logmass=10.4707088372899),
ResultRow(mangaid='1-283711', plate=8317, plateifu='8317-1901', ifu_name='1901', z=0.094444, sersic_logmass=12.4115877218585),
ResultRow(mangaid='1-178550', plate=7962, plateifu='7962-9102', ifu_name='9102', z=0.0471246, sersic_logmass=10.3675422735206),
ResultRow(mangaid='12-193481', plate=7443, plateifu='7443-12703', ifu_name='12703', z=0.0402719, sersic_logmass=10.505186620371),
ResultRow(mangaid='12-84627', plate=7443, plateifu='7443-12705', ifu_name='12705', z=0.0644735, sersic_logmass=10.3539508346797)]
In [16]:
# get only the next 10 results
r.getNext(chunk=10)
WARNING: You have all the results. Cannot go forward
Out[16]:
<ResultSet(set=1.0/1, index=0:552, count_in_set=552, total=552)>
[ResultRow(mangaid='1-24476', plate=7990, plateifu='7990-12705', ifu_name='12705', z=0.0295157, sersic_logmass=10.5031026188081),
ResultRow(mangaid='1-634825', plate=7990, plateifu='7990-1901', ifu_name='1901', z=0.0300175, sersic_logmass=10.6645498427122),
ResultRow(mangaid='1-634828', plate=7990, plateifu='7990-1902', ifu_name='1902', z=0.0300503, sersic_logmass=10.4151637276635),
ResultRow(mangaid='1-25819', plate=7991, plateifu='7991-3701', ifu_name='3701', z=0.0724629, sersic_logmass=10.7596398978847),
ResultRow(mangaid='1-595093', plate=7991, plateifu='7991-12703', ifu_name='12703', z=0.0300075, sersic_logmass=10.5318134503835),
ResultRow(mangaid='1-24145', plate=7991, plateifu='7991-12702', ifu_name='12702', z=0.032202, sersic_logmass=11.091086338152),
ResultRow(mangaid='1-25554', plate=7990, plateifu='7990-12704', ifu_name='12704', z=0.0268193, sersic_logmass=10.41140755685),
ResultRow(mangaid='1-24018', plate=7991, plateifu='7991-6101', ifu_name='6101', z=0.0328402, sersic_logmass=10.5006946854743),
ResultRow(mangaid='1-22970', plate=7992, plateifu='7992-3703', ifu_name='3703', z=0.0564263, sersic_logmass=10.6701985235325),
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ResultRow(mangaid='1-114306', plate=7975, plateifu='7975-9101', ifu_name='9101', z=0.0636505, sersic_logmass=10.5306990418449),
ResultRow(mangaid='1-596678', plate=7977, plateifu='7977-12705', ifu_name='12705', z=0.0269487, sersic_logmass=10.7178152437075),
ResultRow(mangaid='1-113403', plate=7815, plateifu='7815-12703', ifu_name='12703', z=0.0715126, sersic_logmass=10.5001101761456),
ResultRow(mangaid='1-113585', plate=7815, plateifu='7815-3703', ifu_name='3703', z=0.070276, sersic_logmass=10.9574176308644),
ResultRow(mangaid='1-114532', plate=7975, plateifu='7975-3703', ifu_name='3703', z=0.0902261, sersic_logmass=10.893856597624),
ResultRow(mangaid='1-115128', plate=7977, plateifu='7977-1902', ifu_name='1902', z=0.0358116, sersic_logmass=10.3551065529545),
ResultRow(mangaid='12-129446', plate=7495, plateifu='7495-3701', ifu_name='3701', z=0.0670065, sersic_logmass=10.7003064415358),
ResultRow(mangaid='12-192120', plate=7495, plateifu='7495-12701', ifu_name='12701', z=0.0612091, sersic_logmass=10.3311437483716),
ResultRow(mangaid='12-129601', plate=7495, plateifu='7495-3704', ifu_name='3704', z=0.030404, sersic_logmass=10.3244141644558),
ResultRow(mangaid='12-129629', plate=7495, plateifu='7495-12705', ifu_name='12705', z=0.0762428, sersic_logmass=10.6488126124513),
ResultRow(mangaid='12-129618', plate=7495, plateifu='7495-12704', ifu_name='12704', z=0.0289385, sersic_logmass=10.4707088372899),
ResultRow(mangaid='1-283711', plate=8317, plateifu='8317-1901', ifu_name='1901', z=0.094444, sersic_logmass=12.4115877218585),
ResultRow(mangaid='1-178550', plate=7962, plateifu='7962-9102', ifu_name='9102', z=0.0471246, sersic_logmass=10.3675422735206),
ResultRow(mangaid='12-193481', plate=7443, plateifu='7443-12703', ifu_name='12703', z=0.0402719, sersic_logmass=10.505186620371),
ResultRow(mangaid='12-84627', plate=7443, plateifu='7443-12705', ifu_name='12705', z=0.0644735, sersic_logmass=10.3539508346797)]
In [17]:
# get the previous 20 results
r.getPrevious(chunk=20)
WARNING: You have all the results. Cannot go back
Out[17]:
<ResultSet(set=1.0/1, index=0:552, count_in_set=552, total=552)>
[ResultRow(mangaid='1-24476', plate=7990, plateifu='7990-12705', ifu_name='12705', z=0.0295157, sersic_logmass=10.5031026188081),
ResultRow(mangaid='1-634825', plate=7990, plateifu='7990-1901', ifu_name='1901', z=0.0300175, sersic_logmass=10.6645498427122),
ResultRow(mangaid='1-634828', plate=7990, plateifu='7990-1902', ifu_name='1902', z=0.0300503, sersic_logmass=10.4151637276635),
ResultRow(mangaid='1-25819', plate=7991, plateifu='7991-3701', ifu_name='3701', z=0.0724629, sersic_logmass=10.7596398978847),
ResultRow(mangaid='1-595093', plate=7991, plateifu='7991-12703', ifu_name='12703', z=0.0300075, sersic_logmass=10.5318134503835),
ResultRow(mangaid='1-24145', plate=7991, plateifu='7991-12702', ifu_name='12702', z=0.032202, sersic_logmass=11.091086338152),
ResultRow(mangaid='1-25554', plate=7990, plateifu='7990-12704', ifu_name='12704', z=0.0268193, sersic_logmass=10.41140755685),
ResultRow(mangaid='1-24018', plate=7991, plateifu='7991-6101', ifu_name='6101', z=0.0328402, sersic_logmass=10.5006946854743),
ResultRow(mangaid='1-22970', plate=7992, plateifu='7992-3703', ifu_name='3703', z=0.0564263, sersic_logmass=10.6701985235325),
ResultRow(mangaid='1-22298', plate=7992, plateifu='7992-12702', ifu_name='12702', z=0.0614774, sersic_logmass=10.6032158466282),
ResultRow(mangaid='1-94063', plate=8484, plateifu='8484-3704', ifu_name='3704', z=0.0303942, sersic_logmass=10.3587569421743),
ResultRow(mangaid='1-634055', plate=8484, plateifu='8484-9102', ifu_name='9102', z=0.0570462, sersic_logmass=10.894383638966),
ResultRow(mangaid='1-94139', plate=8484, plateifu='8484-12704', ifu_name='12704', z=0.0583254, sersic_logmass=10.4348753566979),
ResultRow(mangaid='1-574355', plate=8484, plateifu='8484-12703', ifu_name='12703', z=0.0307814, sersic_logmass=10.910557708355),
ResultRow(mangaid='1-94027', plate=8484, plateifu='8484-3702', ifu_name='3702', z=0.0326858, sersic_logmass=10.365162141823),
ResultRow(mangaid='1-94168', plate=8484, plateifu='8484-6102', ifu_name='6102', z=0.032716, sersic_logmass=10.7325360885783),
ResultRow(mangaid='1-94228', plate=8483, plateifu='8483-1902', ifu_name='1902', z=0.0494351, sersic_logmass=10.3974481088507),
ResultRow(mangaid='1-93706', plate=8483, plateifu='8483-3702', ifu_name='3702', z=0.0330797, sersic_logmass=10.4210211866627),
ResultRow(mangaid='1-542312', plate=8483, plateifu='8483-3703', ifu_name='3703', z=0.0478982, sersic_logmass=10.8399692575882),
ResultRow(mangaid='1-633943', plate=8483, plateifu='8483-6102', ifu_name='6102', z=0.0574231, sersic_logmass=11.0704147076379),
ResultRow(mangaid='1-542318', plate=8483, plateifu='8483-12703', ifu_name='12703', z=0.0582143, sersic_logmass=10.5606346242803),
ResultRow(mangaid='1-93640', plate=8482, plateifu='8482-12703', ifu_name='12703', z=0.049627, sersic_logmass=10.8306739796055),
ResultRow(mangaid='1-93612', plate=8482, plateifu='8482-3704', ifu_name='3704', z=0.0323949, sersic_logmass=10.6553852975614),
ResultRow(mangaid='1-542327', plate=8482, plateifu='8482-3703', ifu_name='3703', z=0.0565856, sersic_logmass=11.0082849810254),
ResultRow(mangaid='1-542358', plate=8482, plateifu='8482-3702', ifu_name='3702', z=0.0403355, sersic_logmass=10.6492170184387),
ResultRow(mangaid='1-542370', plate=8482, plateifu='8482-6104', ifu_name='6104', z=0.0559899, sersic_logmass=10.6098589601602),
ResultRow(mangaid='1-542351', plate=8482, plateifu='8482-12702', ifu_name='12702', z=0.056681, sersic_logmass=10.9389642991569),
ResultRow(mangaid='1-542375', plate=8482, plateifu='8482-12701', ifu_name='12701', z=0.0574135, sersic_logmass=11.2217167040219),
ResultRow(mangaid='1-93908', plate=8555, plateifu='8555-6104', ifu_name='6104', z=0.0471758, sersic_logmass=10.8791911040452),
ResultRow(mangaid='1-93858', plate=8555, plateifu='8555-3703', ifu_name='3703', z=0.0470599, sersic_logmass=10.3242021754385),
ResultRow(mangaid='1-134964', plate=8555, plateifu='8555-3701', ifu_name='3701', z=0.0462348, sersic_logmass=10.7188287397371),
ResultRow(mangaid='1-134954', plate=8555, plateifu='8555-12705', ifu_name='12705', z=0.0315232, sersic_logmass=10.3317693332067),
ResultRow(mangaid='1-134924', plate=8555, plateifu='8555-9101', ifu_name='9101', z=0.0319997, sersic_logmass=10.9243309847087),
ResultRow(mangaid='1-93215', plate=8484, plateifu='8484-12702', ifu_name='12702', z=0.0568394, sersic_logmass=10.5418873838496),
ResultRow(mangaid='1-93288', plate=8548, plateifu='8548-12705', ifu_name='12705', z=0.0533752, sersic_logmass=10.4166754491668),
ResultRow(mangaid='1-569034', plate=8548, plateifu='8548-12701', ifu_name='12701', z=0.0579873, sersic_logmass=10.4179713010904),
ResultRow(mangaid='1-134848', plate=8555, plateifu='8555-12703', ifu_name='12703', z=0.0584495, sersic_logmass=10.4375428760259),
ResultRow(mangaid='1-210323', plate=8555, plateifu='8555-6101', ifu_name='6101', z=0.0651127, sersic_logmass=11.2765835733839),
ResultRow(mangaid='1-633832', plate=8555, plateifu='8555-12702', ifu_name='12702', z=0.0548359, sersic_logmass=10.4247412029302),
ResultRow(mangaid='1-134634', plate=8549, plateifu='8549-3704', ifu_name='3704', z=0.0523251, sersic_logmass=10.3727297818926),
ResultRow(mangaid='1-209712', plate=8549, plateifu='8549-6101', ifu_name='6101', z=0.0597674, sersic_logmass=11.0236680308155),
ResultRow(mangaid='1-134597', plate=8549, plateifu='8549-12705', ifu_name='12705', z=0.0441938, sersic_logmass=10.8055742538404),
ResultRow(mangaid='1-93378', plate=8483, plateifu='8483-9101', ifu_name='9101', z=0.0488676, sersic_logmass=10.4016055758796),
ResultRow(mangaid='1-93233', plate=8548, plateifu='8548-6101', ifu_name='6101', z=0.0579378, sersic_logmass=10.5821690814225),
ResultRow(mangaid='1-92547', plate=8482, plateifu='8482-1902', ifu_name='1902', z=0.0578113, sersic_logmass=10.4976206497813),
ResultRow(mangaid='1-92832', plate=8482, plateifu='8482-6102', ifu_name='6102', z=0.0578285, sersic_logmass=10.9763972122653),
ResultRow(mangaid='1-92771', plate=8482, plateifu='8482-6101', ifu_name='6101', z=0.0852786, sersic_logmass=10.9557368040626),
ResultRow(mangaid='1-92774', plate=8482, plateifu='8482-3701', ifu_name='3701', z=0.0551706, sersic_logmass=10.454123484772),
ResultRow(mangaid='1-542414', plate=8482, plateifu='8482-6103', ifu_name='6103', z=0.0600545, sersic_logmass=11.0460852591774),
ResultRow(mangaid='1-92744', plate=8482, plateifu='8482-9102', ifu_name='9102', z=0.0580427, sersic_logmass=10.4873264818548),
ResultRow(mangaid='1-92537', plate=8548, plateifu='8548-3703', ifu_name='3703', z=0.093673, sersic_logmass=11.149502389698),
ResultRow(mangaid='1-92635', plate=8548, plateifu='8548-3701', ifu_name='3701', z=0.0940972, sersic_logmass=10.999846232535),
ResultRow(mangaid='1-92615', plate=8548, plateifu='8548-9101', ifu_name='9101', z=0.0975538, sersic_logmass=11.0664004759556),
ResultRow(mangaid='1-92626', plate=8482, plateifu='8482-9101', ifu_name='9101', z=0.043419, sersic_logmass=10.8810095520212),
ResultRow(mangaid='1-134209', plate=8549, plateifu='8549-9101', ifu_name='9101', z=0.0545042, sersic_logmass=11.0279975075625),
ResultRow(mangaid='1-134239', plate=8549, plateifu='8549-3703', ifu_name='3703', z=0.0571086, sersic_logmass=10.6237226201595),
ResultRow(mangaid='1-210017', plate=8549, plateifu='8549-12702', ifu_name='12702', z=0.0433422, sersic_logmass=10.807938017849),
ResultRow(mangaid='1-209980', plate=8549, plateifu='8549-12701', ifu_name='12701', z=0.0420468, sersic_logmass=10.5968971499071),
ResultRow(mangaid='1-594386', plate=8482, plateifu='8482-1901', ifu_name='1901', z=0.0415421, sersic_logmass=10.9642379385084),
ResultRow(mangaid='1-542392', plate=8482, plateifu='8482-12705', ifu_name='12705', z=0.0416814, sersic_logmass=10.7418131770233),
ResultRow(mangaid='1-92866', plate=8482, plateifu='8482-12704', ifu_name='12704', z=0.0602584, sersic_logmass=11.1852105706761),
ResultRow(mangaid='1-91760', plate=8481, plateifu='8481-12704', ifu_name='12704', z=0.0660105, sersic_logmass=10.5269863591806),
ResultRow(mangaid='1-91582', plate=8481, plateifu='8481-3702', ifu_name='3702', z=0.0469388, sersic_logmass=11.2359347766003),
ResultRow(mangaid='1-91577', plate=8481, plateifu='8481-1901', ifu_name='1901', z=0.0457518, sersic_logmass=11.0566457211955),
ResultRow(mangaid='1-90849', plate=8481, plateifu='8481-12703', ifu_name='12703', z=0.0661473, sersic_logmass=10.6977688233814),
ResultRow(mangaid='1-91652', plate=8481, plateifu='8481-6101', ifu_name='6101', z=0.0647106, sersic_logmass=10.7321821908001),
ResultRow(mangaid='1-91339', plate=8481, plateifu='8481-1902', ifu_name='1902', z=0.0650662, sersic_logmass=10.6603255933112),
ResultRow(mangaid='1-633356', plate=8481, plateifu='8481-6103', ifu_name='6103', z=0.0467487, sersic_logmass=10.6760110025456),
ResultRow(mangaid='1-90807', plate=8481, plateifu='8481-12701', ifu_name='12701', z=0.0668922, sersic_logmass=10.7965535198771),
ResultRow(mangaid='1-90779', plate=8481, plateifu='8481-9101', ifu_name='9101', z=0.0664669, sersic_logmass=10.6659757100268),
ResultRow(mangaid='1-23023', plate=7992, plateifu='7992-1902', ifu_name='1902', z=0.0270671, sersic_logmass=10.3056673004898),
ResultRow(mangaid='1-22286', plate=7992, plateifu='7992-12704', ifu_name='12704', z=0.0999542, sersic_logmass=11.2310794677512),
ResultRow(mangaid='1-634238', plate=7992, plateifu='7992-12701', ifu_name='12701', z=0.0602218, sersic_logmass=11.025436953247),
ResultRow(mangaid='1-22414', plate=7992, plateifu='7992-6103', ifu_name='6103', z=0.0922721, sersic_logmass=10.8744621029497),
ResultRow(mangaid='1-633591', plate=8313, plateifu='8313-3704', ifu_name='3704', z=0.0719477, sersic_logmass=10.789634995582),
ResultRow(mangaid='1-633587', plate=8313, plateifu='8313-3701', ifu_name='3701', z=0.0728683, sersic_logmass=10.8211295026091),
ResultRow(mangaid='1-569216', plate=8313, plateifu='8313-12704', ifu_name='12704', z=0.0340357, sersic_logmass=10.7529253747956),
ResultRow(mangaid='1-248289', plate=8313, plateifu='8313-6102', ifu_name='6102', z=0.0341391, sersic_logmass=10.6003574814565),
ResultRow(mangaid='1-248389', plate=8313, plateifu='8313-6101', ifu_name='6101', z=0.0348484, sersic_logmass=10.5365193038053),
ResultRow(mangaid='1-248348', plate=8313, plateifu='8313-12703', ifu_name='12703', z=0.0355431, sersic_logmass=10.4799379105335),
ResultRow(mangaid='1-247980', plate=8313, plateifu='8313-9101', ifu_name='9101', z=0.0387147, sersic_logmass=10.5936260573884),
ResultRow(mangaid='1-248328', plate=8313, plateifu='8313-3702', ifu_name='3702', z=0.0605869, sersic_logmass=11.0694016676515),
ResultRow(mangaid='1-248357', plate=8313, plateifu='8313-9102', ifu_name='9102', z=0.0332509, sersic_logmass=10.5249747957163),
ResultRow(mangaid='1-247977', plate=8313, plateifu='8313-12701', ifu_name='12701', z=0.0354683, sersic_logmass=10.3078574430016),
ResultRow(mangaid='1-569072', plate=8486, plateifu='8486-12705', ifu_name='12705', z=0.0606136, sersic_logmass=10.5129870697366),
ResultRow(mangaid='1-209428', plate=8486, plateifu='8486-6101', ifu_name='6101', z=0.0588702, sersic_logmass=10.4593351812344),
ResultRow(mangaid='1-209537', plate=8486, plateifu='8486-12701', ifu_name='12701', z=0.0381753, sersic_logmass=11.1757987356106),
ResultRow(mangaid='1-247628', plate=8551, plateifu='8551-3703', ifu_name='3703', z=0.0365581, sersic_logmass=10.5877345307468),
ResultRow(mangaid='1-576431', plate=8551, plateifu='8551-3702', ifu_name='3702', z=0.0754431, sersic_logmass=11.066773037085),
ResultRow(mangaid='1-247845', plate=8551, plateifu='8551-3704', ifu_name='3704', z=0.0729879, sersic_logmass=10.8352941365202),
ResultRow(mangaid='1-247382', plate=8551, plateifu='8551-12705', ifu_name='12705', z=0.0296351, sersic_logmass=10.3038631914955),
ResultRow(mangaid='1-247417', plate=8551, plateifu='8551-12704', ifu_name='12704', z=0.029372, sersic_logmass=10.3032587123036),
ResultRow(mangaid='1-247449', plate=8551, plateifu='8551-1901', ifu_name='1901', z=0.0294578, sersic_logmass=10.4048627826008),
ResultRow(mangaid='1-247395', plate=8551, plateifu='8551-6103', ifu_name='6103', z=0.0720804, sersic_logmass=10.9434183345663),
ResultRow(mangaid='1-247456', plate=8551, plateifu='8551-12702', ifu_name='12702', z=0.0705054, sersic_logmass=10.9037664164602),
ResultRow(mangaid='1-198859', plate=8551, plateifu='8551-6102', ifu_name='6102', z=0.0704915, sersic_logmass=10.8555488344718),
ResultRow(mangaid='1-569130', plate=8551, plateifu='8551-12701', ifu_name='12701', z=0.0642517, sersic_logmass=10.572892503571),
ResultRow(mangaid='1-322802', plate=8315, plateifu='8315-12703', ifu_name='12703', z=0.0780127, sersic_logmass=10.8688071948645),
ResultRow(mangaid='1-322784', plate=8315, plateifu='8315-9101', ifu_name='9101', z=0.0625553, sersic_logmass=10.5899853258806),
ResultRow(mangaid='1-322768', plate=8315, plateifu='8315-6103', ifu_name='6103', z=0.082225, sersic_logmass=11.1557337055339),
ResultRow(mangaid='1-198600', plate=8552, plateifu='8552-6104', ifu_name='6104', z=0.0635715, sersic_logmass=11.0663445642102),
ResultRow(mangaid='1-322035', plate=8552, plateifu='8552-12704', ifu_name='12704', z=0.0677792, sersic_logmass=10.3060581350562),
ResultRow(mangaid='1-322028', plate=8552, plateifu='8552-12703', ifu_name='12703', z=0.0787419, sersic_logmass=10.8480517226797),
ResultRow(mangaid='1-322020', plate=8552, plateifu='8552-9101', ifu_name='9101', z=0.066094, sersic_logmass=10.7493992588396),
ResultRow(mangaid='1-321739', plate=8552, plateifu='8552-12701', ifu_name='12701', z=0.0283402, sersic_logmass=10.3696795995598),
ResultRow(mangaid='1-209109', plate=8485, plateifu='8485-3703', ifu_name='3703', z=0.0345131, sersic_logmass=10.7342347993805),
ResultRow(mangaid='1-633196', plate=8485, plateifu='8485-12703', ifu_name='12703', z=0.0380864, sersic_logmass=10.9253750132201),
ResultRow(mangaid='1-209296', plate=8485, plateifu='8485-6104', ifu_name='6104', z=0.0657696, sersic_logmass=10.7465088736674),
ResultRow(mangaid='1-209199', plate=8485, plateifu='8485-9102', ifu_name='9102', z=0.0261956, sersic_logmass=10.3163960390752),
ResultRow(mangaid='1-209266', plate=8485, plateifu='8485-9101', ifu_name='9101', z=0.0743081, sersic_logmass=11.2790323742341),
ResultRow(mangaid='1-320584', plate=8326, plateifu='8326-6104', ifu_name='6104', z=0.071057, sersic_logmass=11.2137939176525),
ResultRow(mangaid='1-320655', plate=8326, plateifu='8326-3703', ifu_name='3703', z=0.0719628, sersic_logmass=10.7369571371652),
ResultRow(mangaid='1-321074', plate=8326, plateifu='8326-6101', ifu_name='6101', z=0.0695267, sersic_logmass=10.7260079500889),
ResultRow(mangaid='1-321069', plate=8326, plateifu='8326-3702', ifu_name='3702', z=0.0726445, sersic_logmass=11.1644034213762),
ResultRow(mangaid='1-320664', plate=8326, plateifu='8326-6103', ifu_name='6103', z=0.0522185, sersic_logmass=10.3830447971018),
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ResultRow(mangaid='1-135503', plate=8604, plateifu='8604-3703', ifu_name='3703', z=0.0296457, sersic_logmass=10.4613979701173),
ResultRow(mangaid='1-135517', plate=8588, plateifu='8588-6101', ifu_name='6101', z=0.0317611, sersic_logmass=10.5580962877858),
ResultRow(mangaid='1-210972', plate=8312, plateifu='8312-6102', ifu_name='6102', z=0.0325493, sersic_logmass=10.3470293209064),
ResultRow(mangaid='1-211063', plate=8550, plateifu='8550-12704', ifu_name='12704', z=0.0331055, sersic_logmass=10.6390998349543),
ResultRow(mangaid='1-211059', plate=8603, plateifu='8603-3703', ifu_name='3703', z=0.033678, sersic_logmass=10.5269347313642),
ResultRow(mangaid='1-135157', plate=8603, plateifu='8603-3702', ifu_name='3702', z=0.0323713, sersic_logmass=10.3894690984532),
ResultRow(mangaid='1-135129', plate=8603, plateifu='8603-12705', ifu_name='12705', z=0.0327969, sersic_logmass=10.5637527311216),
ResultRow(mangaid='1-135055', plate=8601, plateifu='8601-6104', ifu_name='6104', z=0.0300581, sersic_logmass=10.8779446507252),
ResultRow(mangaid='1-594520', plate=8601, plateifu='8601-3702', ifu_name='3702', z=0.0290501, sersic_logmass=10.505848359174),
ResultRow(mangaid='1-135030', plate=8603, plateifu='8603-12704', ifu_name='12704', z=0.0273289, sersic_logmass=10.5902643228515),
ResultRow(mangaid='1-135134', plate=8603, plateifu='8603-9101', ifu_name='9101', z=0.030343, sersic_logmass=10.5057778940001),
ResultRow(mangaid='1-135568', plate=8601, plateifu='8601-12701', ifu_name='12701', z=0.0938565, sersic_logmass=10.7583395177752),
ResultRow(mangaid='1-95092', plate=8588, plateifu='8588-3702', ifu_name='3702', z=0.0301764, sersic_logmass=10.5988353560184),
ResultRow(mangaid='1-135641', plate=8588, plateifu='8588-12704', ifu_name='12704', z=0.030363, sersic_logmass=10.4296941549183),
ResultRow(mangaid='1-95120', plate=8601, plateifu='8601-9102', ifu_name='9102', z=0.0336364, sersic_logmass=10.9680484367799),
ResultRow(mangaid='1-95112', plate=8588, plateifu='8588-12703', ifu_name='12703', z=0.0327634, sersic_logmass=10.4185929331793),
ResultRow(mangaid='1-546912', plate=8606, plateifu='8606-6104', ifu_name='6104', z=0.0875442, sersic_logmass=10.9459198789612),
ResultRow(mangaid='1-24092', plate=7991, plateifu='7991-1901', ifu_name='1901', z=0.0926206, sersic_logmass=10.4295471929271),
ResultRow(mangaid='12-84674', plate=7443, plateifu='7443-12702', ifu_name='12702', z=0.0575241, sersic_logmass=10.4127796408203),
ResultRow(mangaid='12-84677', plate=7443, plateifu='7443-6104', ifu_name='6104', z=0.075096, sersic_logmass=10.9892481977171),
ResultRow(mangaid='12-84679', plate=7443, plateifu='7443-9102', ifu_name='9102', z=0.091575, sersic_logmass=11.1357558064234),
ResultRow(mangaid='12-84660', plate=7443, plateifu='7443-9101', ifu_name='9101', z=0.0404705, sersic_logmass=10.3195286918737),
ResultRow(mangaid='1-575771', plate=8332, plateifu='8332-1902', ifu_name='1902', z=0.00814191, sersic_logmass=10.3988632053962),
ResultRow(mangaid='1-377986', plate=8133, plateifu='8133-1901', ifu_name='1901', z=0.0791705, sersic_logmass=10.4901678460308),
ResultRow(mangaid='1-113651', plate=7815, plateifu='7815-3704', ifu_name='3704', z=0.0708847, sersic_logmass=10.5960723268912),
ResultRow(mangaid='1-113418', plate=7815, plateifu='7815-12704', ifu_name='12704', z=0.0430806, sersic_logmass=10.5287676268852),
ResultRow(mangaid='1-114306', plate=7975, plateifu='7975-9101', ifu_name='9101', z=0.0636505, sersic_logmass=10.5306990418449),
ResultRow(mangaid='1-596678', plate=7977, plateifu='7977-12705', ifu_name='12705', z=0.0269487, sersic_logmass=10.7178152437075),
ResultRow(mangaid='1-113403', plate=7815, plateifu='7815-12703', ifu_name='12703', z=0.0715126, sersic_logmass=10.5001101761456),
ResultRow(mangaid='1-113585', plate=7815, plateifu='7815-3703', ifu_name='3703', z=0.070276, sersic_logmass=10.9574176308644),
ResultRow(mangaid='1-114532', plate=7975, plateifu='7975-3703', ifu_name='3703', z=0.0902261, sersic_logmass=10.893856597624),
ResultRow(mangaid='1-115128', plate=7977, plateifu='7977-1902', ifu_name='1902', z=0.0358116, sersic_logmass=10.3551065529545),
ResultRow(mangaid='12-129446', plate=7495, plateifu='7495-3701', ifu_name='3701', z=0.0670065, sersic_logmass=10.7003064415358),
ResultRow(mangaid='12-192120', plate=7495, plateifu='7495-12701', ifu_name='12701', z=0.0612091, sersic_logmass=10.3311437483716),
ResultRow(mangaid='12-129601', plate=7495, plateifu='7495-3704', ifu_name='3704', z=0.030404, sersic_logmass=10.3244141644558),
ResultRow(mangaid='12-129629', plate=7495, plateifu='7495-12705', ifu_name='12705', z=0.0762428, sersic_logmass=10.6488126124513),
ResultRow(mangaid='12-129618', plate=7495, plateifu='7495-12704', ifu_name='12704', z=0.0289385, sersic_logmass=10.4707088372899),
ResultRow(mangaid='1-283711', plate=8317, plateifu='8317-1901', ifu_name='1901', z=0.094444, sersic_logmass=12.4115877218585),
ResultRow(mangaid='1-178550', plate=7962, plateifu='7962-9102', ifu_name='9102', z=0.0471246, sersic_logmass=10.3675422735206),
ResultRow(mangaid='12-193481', plate=7443, plateifu='7443-12703', ifu_name='12703', z=0.0402719, sersic_logmass=10.505186620371),
ResultRow(mangaid='12-84627', plate=7443, plateifu='7443-12705', ifu_name='12705', z=0.0644735, sersic_logmass=10.3539508346797)]
In [18]:
# get a subset of results giving the starting index and number limit
# total results
print('total', r.totalcount)
# let's get a subset of 10 rows starting at 300
r.getSubset(300, limit=10)
total 552
WARNING: unclosed <socket.socket fd=94, family=AddressFamily.AF_INET,
type=SocketKind.SOCK_STREAM, proto=0, laddr=('127.0.0.1', 54544)>
WARNING: generator 'extractWithoutOrder' raised StopIteration
Out[18]:
<ResultSet(set=31.0/56, index=300:310, count_in_set=10, total=552)>
[ResultRow(mangaid='1-323055', plate=8315, plateifu='8315-3704', ifu_name='3704', z=0.0328705, sersic_logmass=10.3258910959863),
ResultRow(mangaid='1-338060', plate=8131, plateifu='8131-6102', ifu_name='6102', z=0.0495282, sersic_logmass=11.0934006704047),
ResultRow(mangaid='1-338090', plate=8131, plateifu='8131-3701', ifu_name='3701', z=0.0806724, sersic_logmass=12.060916820615),
ResultRow(mangaid='1-338152', plate=8135, plateifu='8135-9101', ifu_name='9101', z=0.0870194, sersic_logmass=11.1145209138251),
ResultRow(mangaid='1-338220', plate=8135, plateifu='8135-6103', ifu_name='6103', z=0.0488063, sersic_logmass=10.739563642652),
ResultRow(mangaid='1-338305', plate=8131, plateifu='8131-12702', ifu_name='12702', z=0.0734901, sersic_logmass=11.2333033095088),
ResultRow(mangaid='1-338389', plate=8131, plateifu='8131-1901', ifu_name='1901', z=0.0723719, sersic_logmass=11.2546858114454),
ResultRow(mangaid='1-338633', plate=8132, plateifu='8132-3704', ifu_name='3704', z=0.0270996, sersic_logmass=10.3998501718348),
ResultRow(mangaid='1-338721', plate=8137, plateifu='8137-6102', ifu_name='6102', z=0.035771, sersic_logmass=11.001123368573),
ResultRow(mangaid='1-338771', plate=8141, plateifu='8141-12701', ifu_name='12701', z=0.0312315, sersic_logmass=10.3120164768373)]
In [19]:
# let's sort by redshift. Default is in ascending order
r.sort('z')
# or in descending order
r.sort('nsa.z', order='desc')
WARNING: generator 'extractWithoutOrder' raised StopIteration
Out[19]:
<ResultSet(set=1.0/6, index=0:100, count_in_set=100, total=552)>
[ResultRow(mangaid='1-22286', plate=7992, plateifu='7992-12704', ifu_name='12704', z=0.0999542, sersic_logmass=11.2310794677512),
ResultRow(mangaid='1-278485', plate=8451, plateifu='8451-3704', ifu_name='3704', z=0.0990534, sersic_logmass=10.982941609873),
ResultRow(mangaid='1-278485', plate=8256, plateifu='8256-3704', ifu_name='3704', z=0.0990534, sersic_logmass=10.982941609873),
ResultRow(mangaid='1-278485', plate=8274, plateifu='8274-3704', ifu_name='3704', z=0.0990534, sersic_logmass=10.982941609873),
ResultRow(mangaid='1-558442', plate=8253, plateifu='8253-12702', ifu_name='12702', z=0.0987413, sersic_logmass=11.2146902289308),
ResultRow(mangaid='1-92615', plate=8548, plateifu='8548-9101', ifu_name='9101', z=0.0975538, sersic_logmass=11.0664004759556),
ResultRow(mangaid='1-419427', plate=8554, plateifu='8554-12701', ifu_name='12701', z=0.0965271, sersic_logmass=10.8879760638715),
ResultRow(mangaid='1-216779', plate=8440, plateifu='8440-9101', ifu_name='9101', z=0.0964459, sersic_logmass=11.2308472676895),
ResultRow(mangaid='1-256301', plate=8258, plateifu='8258-9102', ifu_name='9102', z=0.0961407, sersic_logmass=12.8522847612299),
ResultRow(mangaid='1-559049', plate=8447, plateifu='8447-9102', ifu_name='9102', z=0.0961083, sersic_logmass=11.1607415675807),
ResultRow(mangaid='1-43241', plate=8135, plateifu='8135-3701', ifu_name='3701', z=0.0955928, sersic_logmass=11.0130100648097),
ResultRow(mangaid='1-178533', plate=7962, plateifu='7962-6103', ifu_name='6103', z=0.095552, sersic_logmass=11.3117220822481),
ResultRow(mangaid='1-250940', plate=8332, plateifu='8332-6101', ifu_name='6101', z=0.0947188, sersic_logmass=10.9401906418647),
ResultRow(mangaid='1-43506', plate=8135, plateifu='8135-12704', ifu_name='12704', z=0.0944878, sersic_logmass=11.0587106521997),
ResultRow(mangaid='1-283711', plate=8317, plateifu='8317-1901', ifu_name='1901', z=0.094444, sersic_logmass=12.4115877218585),
ResultRow(mangaid='1-92635', plate=8548, plateifu='8548-3701', ifu_name='3701', z=0.0940972, sersic_logmass=10.999846232535),
ResultRow(mangaid='1-135568', plate=8601, plateifu='8601-12701', ifu_name='12701', z=0.0938565, sersic_logmass=10.7583395177752),
ResultRow(mangaid='1-92537', plate=8548, plateifu='8548-3703', ifu_name='3703', z=0.093673, sersic_logmass=11.149502389698),
ResultRow(mangaid='1-251115', plate=8332, plateifu='8332-12702', ifu_name='12702', z=0.092931, sersic_logmass=10.9555472912915),
ResultRow(mangaid='1-24092', plate=7991, plateifu='7991-1901', ifu_name='1901', z=0.0926206, sersic_logmass=10.4295471929271),
ResultRow(mangaid='1-114955', plate=7977, plateifu='7977-12701', ifu_name='12701', z=0.0922799, sersic_logmass=10.71343425757),
ResultRow(mangaid='1-22414', plate=7992, plateifu='7992-6103', ifu_name='6103', z=0.0922721, sersic_logmass=10.8744621029497),
ResultRow(mangaid='12-84679', plate=7443, plateifu='7443-9102', ifu_name='9102', z=0.091575, sersic_logmass=11.1357558064234),
ResultRow(mangaid='1-562254', plate=7977, plateifu='7977-6101', ifu_name='6101', z=0.090846, sersic_logmass=10.931721723585),
ResultRow(mangaid='1-487185', plate=8448, plateifu='8448-12701', ifu_name='12701', z=0.0908424, sersic_logmass=10.9780905433563),
ResultRow(mangaid='1-156011', plate=8252, plateifu='8252-3702', ifu_name='3702', z=0.0905527, sersic_logmass=10.9326086997084),
ResultRow(mangaid='1-285144', plate=8319, plateifu='8319-6101', ifu_name='6101', z=0.0905146, sersic_logmass=10.9006909533429),
ResultRow(mangaid='1-286307', plate=8332, plateifu='8332-12703', ifu_name='12703', z=0.0903507, sersic_logmass=10.8916528453692),
ResultRow(mangaid='1-575733', plate=8319, plateifu='8319-9102', ifu_name='9102', z=0.09023, sersic_logmass=11.2586013693471),
ResultRow(mangaid='1-114532', plate=7975, plateifu='7975-3703', ifu_name='3703', z=0.0902261, sersic_logmass=10.893856597624),
ResultRow(mangaid='1-569225', plate=8329, plateifu='8329-3701', ifu_name='3701', z=0.0893362, sersic_logmass=11.1960738884875),
ResultRow(mangaid='1-419504', plate=8554, plateifu='8554-12703', ifu_name='12703', z=0.0889054, sersic_logmass=10.9780978515508),
ResultRow(mangaid='1-114454', plate=7975, plateifu='7975-12704', ifu_name='12704', z=0.0888606, sersic_logmass=10.8672788794279),
ResultRow(mangaid='1-47618', plate=8244, plateifu='8244-1901', ifu_name='1901', z=0.0887979, sersic_logmass=11.1882674035027),
ResultRow(mangaid='1-114171', plate=7975, plateifu='7975-3702', ifu_name='3702', z=0.0881405, sersic_logmass=11.2545239086857),
ResultRow(mangaid='1-114121', plate=7975, plateifu='7975-12701', ifu_name='12701', z=0.0879313, sersic_logmass=10.9408953312292),
ResultRow(mangaid='1-274570', plate=8253, plateifu='8253-6102', ifu_name='6102', z=0.0877491, sersic_logmass=10.9168506861161),
ResultRow(mangaid='1-255308', plate=8253, plateifu='8253-12705', ifu_name='12705', z=0.0877147, sersic_logmass=11.0270314164079),
ResultRow(mangaid='1-546912', plate=8606, plateifu='8606-6104', ifu_name='6104', z=0.0875442, sersic_logmass=10.9459198789612),
ResultRow(mangaid='1-137528', plate=8440, plateifu='8440-6103', ifu_name='6103', z=0.0874946, sersic_logmass=11.2825360157147),
ResultRow(mangaid='1-377508', plate=8132, plateifu='8132-6104', ifu_name='6104', z=0.0871271, sersic_logmass=10.8953556838542),
ResultRow(mangaid='1-338152', plate=8135, plateifu='8135-9101', ifu_name='9101', z=0.0870194, sersic_logmass=11.1145209138251),
ResultRow(mangaid='1-43099', plate=8135, plateifu='8135-6102', ifu_name='6102', z=0.0868532, sersic_logmass=11.2007465612826),
ResultRow(mangaid='1-558248', plate=8250, plateifu='8250-12701', ifu_name='12701', z=0.0865915, sersic_logmass=10.9704361438651),
ResultRow(mangaid='1-258685', plate=8261, plateifu='8261-3704', ifu_name='3704', z=0.0861471, sersic_logmass=11.107501663273),
ResultRow(mangaid='1-92771', plate=8482, plateifu='8482-6101', ifu_name='6101', z=0.0852786, sersic_logmass=10.9557368040626),
ResultRow(mangaid='1-338851', plate=8137, plateifu='8137-6101', ifu_name='6101', z=0.0843037, sersic_logmass=11.1862583057724),
ResultRow(mangaid='1-419533', plate=8554, plateifu='8554-3702', ifu_name='3702', z=0.0830419, sersic_logmass=11.1831787034748),
ResultRow(mangaid='1-178541', plate=7962, plateifu='7962-3703', ifu_name='3703', z=0.0825072, sersic_logmass=10.8675423191312),
ResultRow(mangaid='1-252070', plate=8335, plateifu='8335-6104', ifu_name='6104', z=0.0823715, sersic_logmass=10.9411833518125),
ResultRow(mangaid='1-322768', plate=8315, plateifu='8315-6103', ifu_name='6103', z=0.082225, sersic_logmass=11.1557337055339),
ResultRow(mangaid='1-251739', plate=8335, plateifu='8335-6103', ifu_name='6103', z=0.0821963, sersic_logmass=11.337680844696),
ResultRow(mangaid='1-251775', plate=8335, plateifu='8335-9101', ifu_name='9101', z=0.0815924, sersic_logmass=11.2615649850503),
ResultRow(mangaid='1-548076', plate=8134, plateifu='8134-12704', ifu_name='12704', z=0.0810436, sersic_logmass=10.8276780810389),
ResultRow(mangaid='1-113712', plate=7815, plateifu='7815-6104', ifu_name='6104', z=0.0806967, sersic_logmass=10.4923692082279),
ResultRow(mangaid='1-338090', plate=8131, plateifu='8131-3701', ifu_name='3701', z=0.0806724, sersic_logmass=12.060916820615),
ResultRow(mangaid='1-155541', plate=8249, plateifu='8249-9102', ifu_name='9102', z=0.0802487, sersic_logmass=10.8256973859357),
ResultRow(mangaid='1-114502', plate=7975, plateifu='7975-6103', ifu_name='6103', z=0.0798058, sersic_logmass=10.9377670634311),
ResultRow(mangaid='1-277516', plate=8257, plateifu='8257-3702', ifu_name='3702', z=0.0795165, sersic_logmass=11.1497639489346),
ResultRow(mangaid='1-377986', plate=8133, plateifu='8133-1901', ifu_name='1901', z=0.0791705, sersic_logmass=10.4901678460308),
ResultRow(mangaid='1-43687', plate=8140, plateifu='8140-9102', ifu_name='9102', z=0.079101, sersic_logmass=10.9034833881332),
ResultRow(mangaid='1-114465', plate=7975, plateifu='7975-6104', ifu_name='6104', z=0.0788547, sersic_logmass=10.7344733862161),
ResultRow(mangaid='1-322028', plate=8552, plateifu='8552-12703', ifu_name='12703', z=0.0787419, sersic_logmass=10.8480517226797),
ResultRow(mangaid='1-322802', plate=8315, plateifu='8315-12703', ifu_name='12703', z=0.0780127, sersic_logmass=10.8688071948645),
ResultRow(mangaid='1-114128', plate=7975, plateifu='7975-6101', ifu_name='6101', z=0.077875, sersic_logmass=10.8580472874045),
ResultRow(mangaid='1-114129', plate=7975, plateifu='7975-12702', ifu_name='12702', z=0.0774097, sersic_logmass=10.3451462300802),
ResultRow(mangaid='1-487099', plate=8448, plateifu='8448-9102', ifu_name='9102', z=0.0773131, sersic_logmass=10.8553986025332),
ResultRow(mangaid='1-378039', plate=8134, plateifu='8134-1901', ifu_name='1901', z=0.0766511, sersic_logmass=10.6353349352501),
ResultRow(mangaid='1-550578', plate=7975, plateifu='7975-3704', ifu_name='3704', z=0.0766043, sersic_logmass=11.1936031720795),
ResultRow(mangaid='1-43933', plate=8140, plateifu='8140-3704', ifu_name='3704', z=0.076464, sersic_logmass=10.807530969223),
ResultRow(mangaid='12-129629', plate=7495, plateifu='7495-12705', ifu_name='12705', z=0.0762428, sersic_logmass=10.6488126124513),
ResultRow(mangaid='1-560826', plate=8315, plateifu='8315-3703', ifu_name='3703', z=0.0759358, sersic_logmass=11.1821977363759),
ResultRow(mangaid='1-256048', plate=8451, plateifu='8451-6102', ifu_name='6102', z=0.0757031, sersic_logmass=11.0956922828398),
ResultRow(mangaid='1-256048', plate=8256, plateifu='8256-6103', ifu_name='6103', z=0.0757031, sersic_logmass=11.0956922828398),
ResultRow(mangaid='1-256048', plate=8274, plateifu='8274-6103', ifu_name='6103', z=0.0757031, sersic_logmass=11.0956922828398),
ResultRow(mangaid='1-339218', plate=8134, plateifu='8134-6101', ifu_name='6101', z=0.0755978, sersic_logmass=10.788426466236),
ResultRow(mangaid='1-576431', plate=8551, plateifu='8551-3702', ifu_name='3702', z=0.0754431, sersic_logmass=11.066773037085),
ResultRow(mangaid='1-260541', plate=8447, plateifu='8447-6103', ifu_name='6103', z=0.075388, sersic_logmass=11.2962548294388),
ResultRow(mangaid='1-260446', plate=8447, plateifu='8447-6101', ifu_name='6101', z=0.0752861, sersic_logmass=11.0470021305185),
ResultRow(mangaid='1-256287', plate=8258, plateifu='8258-6103', ifu_name='6103', z=0.0752122, sersic_logmass=11.1729763572706),
ResultRow(mangaid='12-84677', plate=7443, plateifu='7443-6104', ifu_name='6104', z=0.075096, sersic_logmass=10.9892481977171),
ResultRow(mangaid='1-44015', plate=8143, plateifu='8143-12701', ifu_name='12701', z=0.0748876, sersic_logmass=11.2139372395306),
ResultRow(mangaid='1-209266', plate=8485, plateifu='8485-9101', ifu_name='9101', z=0.0743081, sersic_logmass=11.2790323742341),
ResultRow(mangaid='1-167044', plate=8459, plateifu='8459-6104', ifu_name='6104', z=0.0741969, sersic_logmass=10.8600096157206),
ResultRow(mangaid='1-259185', plate=8317, plateifu='8317-12701', ifu_name='12701', z=0.074142, sersic_logmass=11.2857327915271),
ResultRow(mangaid='1-115162', plate=7977, plateifu='7977-12703', ifu_name='12703', z=0.0738627, sersic_logmass=10.8200332281356),
ResultRow(mangaid='1-113647', plate=8618, plateifu='8618-6104', ifu_name='6104', z=0.0738563, sersic_logmass=10.8621677678481),
ResultRow(mangaid='1-487432', plate=8448, plateifu='8448-12703', ifu_name='12703', z=0.0738389, sersic_logmass=10.7196544011984),
ResultRow(mangaid='1-547159', plate=7957, plateifu='7957-12705', ifu_name='12705', z=0.0736188, sersic_logmass=10.68106748483),
ResultRow(mangaid='1-338305', plate=8131, plateifu='8131-12702', ifu_name='12702', z=0.0734901, sersic_logmass=11.2333033095088),
ResultRow(mangaid='1-247845', plate=8551, plateifu='8551-3704', ifu_name='3704', z=0.0729879, sersic_logmass=10.8352941365202),
ResultRow(mangaid='1-633587', plate=8313, plateifu='8313-3701', ifu_name='3701', z=0.0728683, sersic_logmass=10.8211295026091),
ResultRow(mangaid='1-281037', plate=8259, plateifu='8259-6103', ifu_name='6103', z=0.0727027, sersic_logmass=11.0041364367614),
ResultRow(mangaid='1-321069', plate=8326, plateifu='8326-3702', ifu_name='3702', z=0.0726445, sersic_logmass=11.1644034213762),
ResultRow(mangaid='1-25819', plate=7991, plateifu='7991-3701', ifu_name='3701', z=0.0724629, sersic_logmass=10.7596398978847),
ResultRow(mangaid='1-166932', plate=8459, plateifu='8459-3701', ifu_name='3701', z=0.0724488, sersic_logmass=10.8569674150227),
ResultRow(mangaid='1-259136', plate=8317, plateifu='8317-12702', ifu_name='12702', z=0.0724285, sersic_logmass=10.8257213895504),
ResultRow(mangaid='1-338389', plate=8131, plateifu='8131-1901', ifu_name='1901', z=0.0723719, sersic_logmass=11.2546858114454),
ResultRow(mangaid='1-166919', plate=8459, plateifu='8459-3702', ifu_name='3702', z=0.0722105, sersic_logmass=10.8639411407116),
ResultRow(mangaid='1-286274', plate=8332, plateifu='8332-6104', ifu_name='6104', z=0.0721069, sersic_logmass=10.7908584483781)]
Once you have a set of results, you may want to work with them using Marvin Tools. You can easily convert to Marvin Tools using the method r.convertToTool. This method lets you convert to Marvin Cubes, Spaxels, Maps, RSS, or ModelCube objects. Note: You must have the necessary parameters to initialize a particular Marvin object.
In [21]:
# See some results
r.results[0:3]
# Let's convert our results to Marvin Cube objects
r.columns
r.convertToTool('cube')
# Your new objects are stored as a list in your results called objects
r.objects
Converting results to Marvin Cube objects
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-21-bd2bce83d07b> in <module>()
4 # Let's convert our results to Marvin Cube objects
5 r.columns
----> 6 r.convertToTool('cube', limit=1)
7
8 # Your new objects are stored as a list in your results called objects
~/Work/github_projects/Marvin/python/marvin/tools/results.py in convertToTool(self, tooltype, **kwargs)
1426 print('Converting results to Marvin {0} objects'.format(tooltype.title()))
1427 if tooltype == 'cube':
-> 1428 self.objects = [Cube(plateifu=res.plateifu, mode=mode) for res in self.results[0:limit]]
1429 elif tooltype == 'maps':
1430
~/Work/github_projects/Marvin/python/marvin/tools/results.py in <listcomp>(.0)
1426 print('Converting results to Marvin {0} objects'.format(tooltype.title()))
1427 if tooltype == 'cube':
-> 1428 self.objects = [Cube(plateifu=res.plateifu, mode=mode) for res in self.results[0:limit]]
1429 elif tooltype == 'maps':
1430
~/Work/github_projects/Marvin/python/marvin/tools/spaxel.py in spaxel_factory(cls, *args, **kwargs)
70
71 if cls is not SpaxelBase:
---> 72 return type.__call__(cls, *args, **kwargs)
73
74 cube = kwargs.pop('cube', None)
~/Work/github_projects/Marvin/python/marvin/tools/cube.py in __init__(self, input, filename, mangaid, plateifu, mode, data, release, drpall, download, nsa_source)
86 self._load_cube_from_file(data=self.data)
87 elif self.data_origin == 'db':
---> 88 self._load_cube_from_db(data=self.data)
89 elif self.data_origin == 'api':
90 self._load_cube_from_api()
~/Work/github_projects/Marvin/python/marvin/tools/cube.py in _load_cube_from_db(self, data)
233
234 self._wavelength = np.array(self.data.wavelength.wavelength)
--> 235 self._shape = self.data.shape.shape
236
237 def _load_cube_from_api(self):
AttributeError: 'NoneType' object has no attribute 'shape'
In [ ]:
# We strongly recommend saving to a Marvin pickle file (.mpf), so that you can restore the Results object later
r.save('results.mpf')
restored = Results.restore('results.mpf')
In [ ]:
# Saving to CSV, JSON, xlsx, txt, or FITS
df = r.toDataFrame()
df.to_csv('results.csv')
df.to_json('results.json')
df.to_excel('results.xlsx')
table = r.toTable()
table.write('results.txt')
r.toFits('results.fits')
In [ ]:
Content source: albireox/marvin
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