Selecting source and uid based on some criteria


In [1]:
import sys
sys.path.append('../src/')

from ALMAQueryCal import *

In [2]:
q = queryCal()

Select calibrator with Flux > 0.1 Jy

Calibrator list here is downloaded (2017-06-23) from ALMA calibrator source catalogue (https://almascience.eso.org/sc/)


In [3]:
fileCal = "alma_sourcecat_searchresults.csv"
listCal = q.readCal(fileCal, fluxrange=[0.1, 9999999999])

In [4]:
print "Number of selected sources: ", len(listCal)


Number of selected sources:  1685

We can found 1685 objects with F>0.1Jy* from ALMA Calibrator source catalogue

*from the first Band found in the list, usually B3

Query all information about the projects that use these objects as calibrator

using astroquery


In [6]:
data    = q.queryAlma(listCal, public = True, savedb=True, dbname='calibrators_gt_0.1Jy.db')


WARNING:  J1820-1111  query success, but no data!
WARNING:  J1753-1843  query success, but no data!
WARNING:  J1713-3418  query success, but no data!
WARNING:  J0113-3551  query success, but no data!
WARNING:  J0058+0620  query success, but no data!
WARNING:  J0049+0237  query success, but no data!
WARNING:  J0022+0608  query success, but no data!
WARNING:  J1826-2924  query FAIL! [No response from server]
WARNING:  J1816-3052  query FAIL! [No response from server]
WARNING:  J2057-0719  query success, but no data!
WARNING:  J1956+2820  query success, but no data!
WARNING:  J1952+2526  query success, but no data!
WARNING:  J2358-1020  query success, but no data!
WARNING:  J1907+0127  query success, but no data!
WARNING:  J1535-4730  query success, but no data!
WARNING:  J1353+1435  query success, but no data!
WARNING:  J1254+1141  query success, but no data!
WARNING:  J1224+0330  query success, but no data!
WARNING:  J1116+0829  query success, but no data!
WARNING:  J1032-5917  query success, but no data!
WARNING:  J0853+0654  query success, but no data!
WARNING:  J2123+0535  query success, but no data!
WARNING:  J1820-2528  query success, but no data!
WARNING:  J1743-1658  query success, but no data!
WARNING:  J1555-4150  query success, but no data!
WARNING:  J1419+3821  query success, but no data!
WARNING:  J0424-3756  query success, but no data!
WARNING:  J1822+1600  query success, but no data!
WARNING:  J1742-1517  query success, but no data!
WARNING:  J0930+0034  query success, but no data!
WARNING:  J0922-0529  query success, but no data!
WARNING:  J0846-2607  query success, but no data!
WARNING:  J0816-2421  query success, but no data!
WARNING:  J0830+2410  query success, but no data!
WARNING:  J0916+3854  query success, but no data!
WARNING:  J0440+1437  query success, but no data!
WARNING:  J0340-0254  query success, but no data!
WARNING:  J2336-5236  query success, but no data!
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WARNING:  J2308-4557  query success, but no data!
WARNING:  J2300+1655  query success, but no data!
WARNING:  J2230-1325  query success, but no data!
WARNING:  J2228-0753  query success, but no data!
WARNING:  J2226+0052  query success, but no data!
WARNING:  J2208-6325  query success, but no data!
WARNING:  J2203-6130  query success, but no data!
WARNING:  J2134-6513  query success, but no data!
WARNING:  J2035-6846  query success, but no data!
WARNING:  J2017-6824  query success, but no data!
WARNING:  J1805-3805  query success, but no data!
WARNING:  J1037+0424  query success, but no data!
WARNING:  J0925+0019  query success, but no data!
WARNING:  J0918-0628  query success, but no data!
WARNING:  J0847-0703  query success, but no data!
WARNING:  J0833+0350  query success, but no data!
WARNING:  J0202-0559  query success, but no data!
WARNING:  J0115-3049  query success, but no data!
WARNING:  J0519+2744  query success, but no data!
WARNING:  J0442-0017  query success, but no data!
WARNING:  J0440-4333  query success, but no data!
WARNING:  J0439+3045  query success, but no data!
WARNING:  J0432-5109  query success, but no data!
WARNING:  J0428-5005  query success, but no data!
WARNING:  J0428-3756  query success, but no data!
WARNING:  J0115-2804  query success, but no data!
WARNING:  J0103-6439  query success, but no data!
WARNING:  J1246-0730  query success, but no data!
WARNING:  J0451-4653  query success, but no data!
WARNING:  J0406-3826  query success, but no data!
WARNING:  J1227-4436  query success, but no data!
WARNING:  J0451-4428  query success, but no data!
WARNING:  J2141-6411  query success, but no data!
WARNING:  J2121-6111  query success, but no data!
WARNING:  J1408-2900  query success, but no data!
WARNING:  J1333+2725  query success, but no data!
WARNING:  J1312-0424  query success, but no data!
WARNING:  J1135-0428  query success, but no data!
WARNING:  J0058-5659  query success, but no data!
WARNING:  J0019+2602  query success, but no data!
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WARNING:  J1409-2657  query success, but no data!
WARNING:  J1349-3056  query success, but no data!
WARNING:  J1304-0346  query success, but no data!
WARNING:  J1136-0330  query success, but no data!
WARNING:  J1133+0040  query success, but no data!
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WARNING:  J1733-7935  query success, but no data!
WARNING:  J1728+1215  query success, but no data!
WARNING:  J1703-6212  query success, but no data!
WARNING:  J1650-2943  query success, but no data!
WARNING:  J1305-3132  query success, but no data!
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WARNING:  J1301-3226  query success, but no data!
WARNING:  J0126-2222  query success, but no data!
WARNING:  J0121+0422  query success, but no data!
WARNING:  J0118-2141  query success, but no data!
WARNING:  J0205+3212  query success, but no data!
WARNING:  J0013+4051  query success, but no data!
WARNING:  J0424+0036  query success, but no data!
WARNING:  J0313+4120  query success, but no data!
WARNING:  J2335-0131  query success, but no data!
WARNING:  J2328-4035  query success, but no data!
WARNING:  J2320+0513  query success, but no data!
WARNING:  J1507-1652  query success, but no data!
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WARNING:  J2203+3145  query success, but no data!
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WARNING:  J2157+3127  query success, but no data!
WARNING:  J2000-1748  query success, but no data!
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WARNING:  J2015+3710  query success, but no data!
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WARNING:  J2156-0037  query success, but no data!
WARNING:  J2019-5201  query success, but no data!
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WARNING:  J1708+0035  query success, but no data!
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WARNING:  J1418-3509  query success, but no data!
WARNING:  J1354-1041  query success, but no data!
WARNING:  J1147-0724  query success, but no data!
WARNING:  J1131-0500  query success, but no data!
WARNING:  J2349-4932  query success, but no data!
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WARNING:  J0403+2600  query success, but no data!
WARNING:  J0357+2319  query success, but no data!
WARNING:  J1221+2813  query success, but no data!
WARNING:  J1730+0024  query success, but no data!
WARNING:  J1723-6500  query success, but no data!
WARNING:  J1722+1013  query success, but no data!
WARNING:  J1719+1745  query success, but no data!
WARNING:  J1717-5155  query success, but no data!
WARNING:  J1617-7717  query success, but no data!
WARNING:  J1522-2730  query success, but no data!
WARNING:  J1419-0838  query success, but no data!
WARNING:  J1707+1331  query success, but no data!
WARNING:  J0552+3754  query success, but no data!
WARNING:  J0536-3401  query success, but no data!
WARNING:  J1028+0255  query success, but no data!
WARNING:  J1006-5018  query success, but no data!
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WARNING:  J1102-4404  query success, but no data!
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WARNING:  J2050-2628  query success, but no data!
WARNING:  J2042-2255  query success, but no data!
WARNING:  J2015-1252  query success, but no data!
WARNING:  J2012-1646  query success, but no data!
WARNING:  J2000-1325  query success, but no data!
WARNING:  J1954-1123  query success, but no data!
WARNING:  J0329+2756  query success, but no data!
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WARNING:  J2013-2448  query success, but no data!
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WARNING:  J2039+2152  query success, but no data!
WARNING:  J2033+2146  query success, but no data!
WARNING:  J0852-5755  query success, but no data!
WARNING:  J0851-5228  query success, but no data!
WARNING:  J0849-3541  query success, but no data!
WARNING:  J0853-3824  query success, but no data!
WARNING:  J0849-5905  query success, but no data!
WARNING:  J0846-3424  query success, but no data!
WARNING:  J0845-5555  query success, but no data!
WARNING:  J0844-3742  query success, but no data!
WARNING:  J0823-4501  query success, but no data!
WARNING:  J0824-1527  query success, but no data!
WARNING:  J2212+0646  query success, but no data!
WARNING:  J2152+1734  query success, but no data!
WARNING:  J2147+0929  query success, but no data!
WARNING:  J2130+1643  query success, but no data!
WARNING:  J2157+1014  query success, but no data!
WARNING:  J2151+0709  query success, but no data!
WARNING:  J2149+0756  query success, but no data!
WARNING:  J2145+1115  query success, but no data!
WARNING:  J2130+0502  query success, but no data!
WARNING:  J2036-2830  query success, but no data!
WARNING:  J2123+1007  query success, but no data!
WARNING:  J2120+0533  query success, but no data!
WARNING:  J2117+0503  query success, but no data!
WARNING:  J2052+1619  query success, but no data!
WARNING:  J2050+0407  query success, but no data!
WARNING:  J2049+1003  query success, but no data!
WARNING:  J2034+1154  query success, but no data!
WARNING:  J2031+1219  query success, but no data!
WARNING:  J2025+0316  query success, but no data!
WARNING:  J2125+0441  query success, but no data!
WARNING:  J2108+1430  query success, but no data!
WARNING:  J2023-0123  query success, but no data!
WARNING:  J1951-0509  query success, but no data!
WARNING:  J1945-0153  query success, but no data!
WARNING:  J1920-0236  query success, but no data!
WARNING:  J2055-1234  query success, but no data!
WARNING:  J2023-0855  query success, but no data!
WARNING:  J2018-0509  query success, but no data!
WARNING:  J1947-0103  query success, but no data!
WARNING:  J1431-2903  query success, but no data!
WARNING:  J1552-2425  query success, but no data!
WARNING:  J0252+1718  query success, but no data!
WARNING:  J0258+0541  query success, but no data!
WARNING:  J0256+1334  query success, but no data!
WARNING:  J0249+0619  query success, but no data!
WARNING:  J0242+1742  query success, but no data!
WARNING:  J0240+1848  query success, but no data!
WARNING:  J0040+0125  query success, but no data!
WARNING:  J0037+1109  query success, but no data!
WARNING:  J0029+0554  query success, but no data!
WARNING:  J0028+2000  query success, but no data!
WARNING:  J0039+1411  query success, but no data!
WARNING:  J0841-3136  query success, but no data!
WARNING:  J0825-3218  query success, but no data!
WARNING:  J0837-3409  query success, but no data!
WARNING:  J0806-2652  query success, but no data!
WARNING:  J0800-2302  query success, but no data!
WARNING:  J0755-4239  query success, but no data!
WARNING:  J0850-1213  query success, but no data!
WARNING:  J0839-1214  query success, but no data!
WARNING:  J0836-2233  query success, but no data!
WARNING:  J0814-2253  query success, but no data!
WARNING:  J0209+1352  query success, but no data!
WARNING:  J0213+1820  query success, but no data!
WARNING:  J0205+1444  query success, but no data!
WARNING:  J0203+1134  query success, but no data!
WARNING:  J0158+1307  query success, but no data!
WARNING:  J1517-0710  query success, but no data!
WARNING:  J1510-0843  query success, but no data!
WARNING:  J1509-0735  query success, but no data!
WARNING:  J0743-3803  query success, but no data!
WARNING:  J0729-3639  query success, but no data!
WARNING:  J0725-2640  query success, but no data!
WARNING:  J0731-2341  query success, but no data!
WARNING:  J0722-3038  query success, but no data!
WARNING:  J1306-2147  query success, but no data!
WARNING:  J1325-1117  query success, but no data!
WARNING:  J1319-1239  query success, but no data!
WARNING:  J1336-1852  query success, but no data!
WARNING:  J1332-1402  query success, but no data!
WARNING:  J1251-3518  query success, but no data!
WARNING:  J1324-3235  query success, but no data!
WARNING:  J1323-3038  query success, but no data!
WARNING:  J1316-3025  query success, but no data!
WARNING:  J1252-3319  query success, but no data!
WARNING:  J1139-1350  query success, but no data!
WARNING:  J1120-1243  query success, but no data!
WARNING:  J1123-6417  query success, but no data!
WARNING:  J1051-6518  query success, but no data!
WARNING:  J1019-6047  query success, but no data!
WARNING:  J1107-6820  query success, but no data!
WARNING:  J1023-6646  query success, but no data!
WARNING:  J1002-7008  query success, but no data!
WARNING:  J1259-2310  query success, but no data!
WARNING:  J1349-1110  query success, but no data!
WARNING:  J1336-1529  query success, but no data!
WARNING:  J1401-0916  query success, but no data!
WARNING:  J1416-1705  query success, but no data!
WARNING:  J1350-1634  query success, but no data!
WARNING:  J1335-0511  query success, but no data!
WARNING:  J1400-1858  query success, but no data!
WARNING:  J1317-1345  query success, but no data!
WARNING:  J0013+1910  query success, but no data!
WARNING:  J0010+1724  query success, but no data!
WARNING:  J0005+3820  query success, but no data!
WARNING:  J0011+0823  query success, but no data!
WARNING:  J0009+0628  query success, but no data!
WARNING:  J0004+2019  query success, but no data!
WARNING:  J1321+2216  query success, but no data!
WARNING:  J1300+1417  query success, but no data!
WARNING:  J1300+14  query success, but no data!
WARNING:  J1231+0418  query success, but no data!
WARNING:  J1230+2518  query success, but no data!
WARNING:  J1150+2417  query success, but no data!
WARNING:  J1220+3808  query success, but no data!
WARNING:  J1207+2754  query success, but no data!
WARNING:  J1206+3941  query success, but no data!
WARNING:  J1158+2450  query success, but no data!
WARNING:  J1149+2824  query success, but no data!
WARNING:  J1147+2635  query success, but no data!
WARNING:  J1147+3501  query success, but no data!
WARNING:  J1136+3407  query success, but no data!
WARNING:  J0651-2101  query success, but no data!
WARNING:  J0650-1637  query success, but no data!
WARNING:  J0620-2515  query success, but no data!
WARNING:  J0653-1929  query success, but no data!
WARNING:  J0647-1605  query success, but no data!
WARNING:  J0643-1335  query success, but no data!
WARNING:  J1518-2731  query success, but no data!
WARNING:  J1445-2445  query success, but no data!
WARNING:  J1556-3302  query success, but no data!
WARNING:  J1509-2905  query success, but no data!
WARNING:  J1500-2358  query success, but no data!
WARNING:  J2024+2736  query success, but no data!
WARNING:  J1953+3537  query success, but no data!
WARNING:  J2024+1718  query success, but no data!
WARNING:  J2016+3600  query success, but no data!
WARNING:  J2016+1632  query success, but no data!
WARNING:  J2015+3410  query success, but no data!
WARNING:  J2007+3722  query success, but no data!
WARNING:  J2003+3034  query success, but no data!
WARNING:  J2002+1501  query success, but no data!
WARNING:  J1957+3338  query success, but no data!
WARNING:  J1421-4820  query success, but no data!
WARNING:  J1407-4302  query success, but no data!
WARNING:  J1438-3122  query success, but no data!
WARNING:  J1431-4501  query success, but no data!
WARNING:  J1513-4221  query success, but no data!
WARNING:  J1504-4248  query success, but no data!
WARNING:  J1402-2822  query success, but no data!
WARNING:  J1457-4248  query success, but no data!
WARNING:  J1309-3948  query success, but no data!
WARNING:  J1452-1319  query success, but no data!
WARNING:  J1532-1319  query success, but no data!
WARNING:  J1513-1012  query success, but no data!
WARNING:  J1454-2505  query success, but no data!
WARNING:  J1532-2716  query success, but no data!
WARNING:  J1445-1614  query success, but no data!
WARNING:  J1551-1755  query success, but no data!
WARNING:  J1517-2618  query success, but no data!
WARNING:  J1513-3234  query success, but no data!
WARNING:  J1524-3012  query success, but no data!
WARNING:  J1422-2308  query success, but no data!
WARNING:  J1448-1620  query success, but no data!
WARNING:  J1344-1723  query success, but no data!
WARNING:  J1332-1256  query success, but no data!
WARNING:  J1333-1950  query success, but no data!
WARNING:  J1324-1049  query success, but no data!
WARNING:  J1258-1800  query success, but no data!
WARNING:  J1406-0707  query success, but no data!
WARNING:  J1254-2000  query success, but no data!
WARNING:  J1319-1217  query success, but no data!
WARNING:  J1343-1747  query success, but no data!
WARNING:  J1406-0848  query success, but no data!
WARNING:  J1354-0206  query success, but no data!
WARNING:  J0456-3136  query success, but no data!
WARNING:  J0612-3138  query success, but no data!
WARNING:  J0510-3142  query success, but no data!
WARNING:  J0513-2159  query success, but no data!
WARNING:  J0439-3017  query success, but no data!
WARNING:  J0441-3300  query success, but no data!
WARNING:  J0542-2658  query success, but no data!
WARNING:  J0441-2952  query success, but no data!
WARNING:  J0533-3427  query success, but no data!
WARNING:  J0453-3949  query success, but no data!
WARNING:  J0532-3848  query success, but no data!
WARNING:  J0544-2241  query success, but no data!
WARNING:  J0442-2825  query success, but no data!
WARNING:  J0530-2503  query success, but no data!
WARNING:  J0449-3911  query success, but no data!
WARNING:  J0616-3456  query success, but no data!
WARNING:  J0534-3747  query success, but no data!
WARNING:  J0620-2827  query success, but no data!
WARNING:  J0453+0128  query success, but no data!
WARNING:  J0445+0715  query success, but no data!
WARNING:  J0406+0637  query success, but no data!
WARNING:  J0334+0800  query success, but no data!
WARNING:  J0511+0110  query success, but no data!
WARNING:  J0503+0203  query success, but no data!
WARNING:  J0459+0229  query success, but no data!
WARNING:  J0456+0400  query success, but no data!
WARNING:  J0412+0010  query success, but no data!
WARNING:  J0409+0640  query success, but no data!
WARNING:  J0409+1217  query success, but no data!
WARNING:  J0400+0550  query success, but no data!
WARNING:  J1130+3815  query success, but no data!
WARNING:  J1104+3812  query success, but no data!
WARNING:  J1043+2408  query success, but no data!
WARNING:  J1023+3948  query success, but no data!
WARNING:  J1130+3031  query success, but no data!
WARNING:  J1125+2610  query success, but no data!
WARNING:  J1106+2812  query success, but no data!
WARNING:  J1103+3014  query success, but no data!
WARNING:  J1102+2757  query success, but no data!
WARNING:  J1013+3445  query success, but no data!
WARNING:  J1006+3454  query success, but no data!
WARNING:  J0149+1857  query success, but no data!
WARNING:  J0119+0829  query success, but no data!
WARNING:  J0059+0006  query success, but no data!
WARNING:  J0113+1324  query success, but no data!
WARNING:  J0107+1312  query success, but no data!
WARNING:  J0103+1526  query success, but no data!
WARNING:  J0101+1639  query success, but no data!
WARNING:  J0156+3914  query success, but no data!
WARNING:  J0155+2230  query success, but no data!
WARNING:  J0152+3716  query success, but no data!
WARNING:  J0151+2744  query success, but no data!
WARNING:  J0957-1350  query success, but no data!
WARNING:  J0941-1335  query success, but no data!
WARNING:  J0933-1139  query success, but no data!
WARNING:  J0923-2135  query success, but no data!
WARNING:  J0921-2618  query success, but no data!
WARNING:  J0920-2956  query success, but no data!
WARNING:  J0939-1731  query success, but no data!
WARNING:  J0931-1013  query success, but no data!
WARNING:  J0919-1847  query success, but no data!
WARNING:  J0919-1539  query success, but no data!
WARNING:  J0917-2131  query success, but no data!
WARNING:  J0631+2020  query success, but no data!
WARNING:  J0613+2604  query success, but no data!
WARNING:  J0613+1708  query success, but no data!
WARNING:  J0603+2159  query success, but no data!
WARNING:  J0559+2353  query success, but no data!
WARNING:  J0555+3948  query success, but no data!
WARNING:  J0644+3914  query success, but no data!
WARNING:  J0642+3509  query success, but no data!
WARNING:  J0630+1738  query success, but no data!
WARNING:  J0624+3856  query success, but no data!
WARNING:  J0622+3326  query success, but no data!
WARNING:  J0613+1306  query success, but no data!
WARNING:  J0604+1055  query success, but no data!
WARNING:  J0559+3749  query success, but no data!
WARNING:  J0558+3418  query success, but no data!
WARNING:  J1159-2148  query success, but no data!
WARNING:  J1159-2142  query success, but no data!
WARNING:  J1150-1930  query success, but no data!
WARNING:  J1145-2250  query success, but no data!
WARNING:  J0631-1410  query success, but no data!
WARNING:  J0630-1323  query success, but no data!
WARNING:  J0610-1847  query success, but no data!
WARNING:  J0559-1817  query success, but no data!
WARNING:  J0558-1317  query success, but no data!
WARNING:  J0621-1402  query success, but no data!
WARNING:  J0618-1418  query success, but no data!
WARNING:  J0603-1716  query success, but no data!
WARNING:  J0601-2004  query success, but no data!
WARNING:  J0557-2214  query success, but no data!
WARNING:  J0539-1550  query success, but no data!
WARNING:  J1059+2057  query success, but no data!
WARNING:  J1045+1735  query success, but no data!
WARNING:  J1130+0846  query success, but no data!
WARNING:  J1125+2005  query success, but no data!
WARNING:  J1122+1805  query success, but no data!
WARNING:  J1120+0704  query success, but no data!
WARNING:  J1113+1442  query success, but no data!
WARNING:  J1051+2119  query success, but no data!
WARNING:  J1051+2027  query success, but no data!
WARNING:  J1041+2101  query success, but no data!
WARNING:  J1011-2847  query success, but no data!
WARNING:  J0958-2655  query success, but no data!
WARNING:  J0928-3049  query success, but no data!
WARNING:  J1001-3058  query success, but no data!
WARNING:  J1113-2300  query success, but no data!
WARNING:  J0940-2829  query success, but no data!
WARNING:  J0952-3006  query success, but no data!
WARNING:  J1039-1541  query success, but no data!
WARNING:  J1104-2431  query success, but no data!
WARNING:  J0932-3405  query success, but no data!
WARNING:  J0958-3612  query success, but no data!
WARNING:  J1029-1852  query success, but no data!
WARNING:  J0539+1433  query success, but no data!
WARNING:  J0527+0331  query success, but no data!
WARNING:  J0552+1913  query success, but no data!
WARNING:  J0518+3306  query success, but no data!
WARNING:  J0518+2054  query success, but no data!
WARNING:  J0517+0648  query success, but no data!
WARNING:  J0512+1517  query success, but no data!
WARNING:  J0511+1357  query success, but no data!
WARNING:  J0151+2517  query success, but no data!
WARNING:  J0148+3854  query success, but no data!
WARNING:  J0129+2338  query success, but no data!
WARNING:  J0126+2559  query success, but no data!
WARNING:  J0123+2615  query success, but no data!
WARNING:  J0122+2954  query success, but no data!
WARNING:  J0122+2502  query success, but no data!
WARNING:  J0119+3210  query success, but no data!
WARNING:  J0112+2244  query success, but no data!
WARNING:  J0057+3021  query success, but no data!
WARNING:  J0047+2435  query success, but no data!
WARNING:  J0046+2456  query success, but no data!
WARNING:  J0025+3919  query success, but no data!
WARNING:  J0750+1823  query success, but no data!
WARNING:  J0746+2734  query success, but no data!
WARNING:  J0745-0044  query success, but no data!
WARNING:  J0825+1332  query success, but no data!
WARNING:  J0807+1352  query success, but no data!
WARNING:  J0803+0421  query success, but no data!
WARNING:  J0802+1809  query success, but no data!
WARNING:  J0745+1011  query success, but no data!
WARNING:  J0743+1714  query success, but no data!
WARNING:  J1016+2037  query success, but no data!
WARNING:  J1014+2301  query success, but no data!
WARNING:  J1013+2449  query success, but no data!
WARNING:  J0958+3224  query success, but no data!
WARNING:  J0954+1743  query success, but no data!
WARNING:  J0954+2639  query success, but no data!
WARNING:  J0952+3512  query success, but no data!
WARNING:  J0949+1752  query success, but no data!
WARNING:  J0941+2728  query success, but no data!
WARNING:  J0940+2603  query success, but no data!
WARNING:  J0931+1414  query success, but no data!
WARNING:  J1209+1810  query success, but no data!
WARNING:  J1207+1211  query success, but no data!
WARNING:  J1148+1840  query success, but no data!
WARNING:  J1218-0119  query success, but no data!
WARNING:  J1148-0404  query success, but no data!
WARNING:  J1215-0628  query success, but no data!
WARNING:  J1150-0640  query success, but no data!
WARNING:  J1217-0029  query success, but no data!
WARNING:  J1152-0841  query success, but no data!
WARNING:  J1202-0528  query success, but no data!
WARNING:  J2241+0953  query success, but no data!
WARNING:  J2238+1242  query success, but no data!
WARNING:  J2219+1806  query success, but no data!
WARNING:  J2214+0711  query success, but no data!
WARNING:  J2203+1725  query success, but no data!
WARNING:  J2304+0620  query success, but no data!
WARNING:  J2301+0609  query success, but no data!
WARNING:  J2257+0243  query success, but no data!
WARNING:  J2249+1136  query success, but no data!
WARNING:  J2247+0310  query success, but no data!
WARNING:  J2229+0114  query success, but no data!
WARNING:  J2207+1652  query success, but no data!
WARNING:  J2200+2137  query success, but no data!
WARNING:  J2155+2250  query success, but no data!
WARNING:  J1726+0639  query success, but no data!
WARNING:  J1719+0658  query success, but no data!
WARNING:  J1652+0618  query success, but no data!
WARNING:  J1707+1846  query success, but no data!
WARNING:  J1700+0522  query success, but no data!
WARNING:  J1658+0515  query success, but no data!
WARNING:  J1656+1826  query success, but no data!
WARNING:  J1539+0430  query success, but no data!
WARNING:  J1546+0026  query success, but no data!
WARNING:  J1544+0407  query success, but no data!
WARNING:  J1525+1107  query success, but no data!
WARNING:  J1524+1521  query success, but no data!
WARNING:  J1521+0420  query success, but no data!
WARNING:  J1510-0543  query success, but no data!
WARNING:  J1024+1912  query success, but no data!
WARNING:  J1015+1227  query success, but no data!
WARNING:  J1007+1356  query success, but no data!
WARNING:  J1001+1015  query success, but no data!
WARNING:  J0930+3503  query success, but no data!
WARNING:  J0923+3849  query success, but no data!
WARNING:  J0912+2205  query success, but no data!
WARNING:  J0908+1609  query success, but no data!
WARNING:  J0852+2833  query success, but no data!
WARNING:  J0509+3528  query success, but no data!
WARNING:  J0501+1356  query success, but no data!
WARNING:  J0448+1127  query success, but no data!
WARNING:  J0444+1042  query success, but no data!
WARNING:  J0412+1856  query success, but no data!
WARNING:  J0824+3916  query success, but no data!
WARNING:  J0823+2223  query success, but no data!
WARNING:  J0836+2728  query success, but no data!
WARNING:  J0825+2704  query success, but no data!
WARNING:  J0824+2438  query success, but no data!
WARNING:  J0823+2928  query success, but no data!
WARNING:  J0815+3635  query success, but no data!
WARNING:  J0752+3730  query success, but no data!
WARNING:  J0751+3313  query success, but no data!
WARNING:  J1443+2501  query success, but no data!
WARNING:  J1434+1952  query success, but no data!
WARNING:  J1436+2321  query success, but no data!
WARNING:  J1430+1043  query success, but no data!
WARNING:  J1420+1703  query success, but no data!
WARNING:  J0004-1148  query success, but no data!
WARNING:  J2348-0425  query success, but no data!
WARNING:  J0035-0835  query success, but no data!
WARNING:  J0030-0211  query success, but no data!
WARNING:  J0010-0433  query success, but no data!
WARNING:  J0001-0746  query success, but no data!
WARNING:  J1352-2745  query success, but no data!
WARNING:  J0747-1237  query success, but no data!
WARNING:  J0746-1555  query success, but no data!
WARNING:  J0724-0715  query success, but no data!
WARNING:  J0738-0626  query success, but no data!
WARNING:  J0737-1534  query success, but no data!
WARNING:  J0724-0624  query success, but no data!
WARNING:  J0705-1324  query success, but no data!
WARNING:  J0702-1015  query success, but no data!
WARNING:  J0954-4108  query success, but no data!
WARNING:  J1138-4653  query success, but no data!
WARNING:  J0522-6107  query success, but no data!
WARNING:  J0434-4211  query success, but no data!
WARNING:  J0525-5725  query success, but no data!
WARNING:  J0504-1512  query success, but no data!
WARNING:  J0525-2010  query success, but no data!
WARNING:  J0521-1737  query success, but no data!
WARNING:  J0516-1603  query success, but no data!
WARNING:  J1757-4149  query success, but no data!
WARNING:  J0835-5953  query success, but no data!
WARNING:  J0251-8226  query success, but no data!
WARNING:  J1036-5047  query success, but no data!
WARNING:  J1032-1400  query success, but no data!
WARNING:  J1022-1037  query success, but no data!
WARNING:  J0416-1851  query success, but no data!
WARNING:  J0448-2109  query success, but no data!
WARNING:  J0430-2254  query success, but no data!
WARNING:  J0406-2355  query success, but no data!
WARNING:  J0352-2514  query success, but no data!
WARNING:  J2145-3357  query success, but no data!
WARNING:  J2144-3312  query success, but no data!
WARNING:  J2138-2439  query success, but no data!
WARNING:  J1118-4634  query success, but no data!
WARNING:  J1048-4639  query success, but no data!
WARNING:  J0958-4110  query success, but no data!
WARNING:  J1225-4936  query success, but no data!
WARNING:  J1207-4734  query success, but no data!
WARNING:  J1221-4559  query success, but no data!
WARNING:  J1014-4508  query success, but no data!
WARNING:  J1041-4740  query success, but no data!
WARNING:  J0111-1317  query success, but no data!
WARNING:  J2148-1723  query success, but no data!
WARNING:  J2153-1136  query success, but no data!
WARNING:  J2129-1821  query success, but no data!
WARNING:  J0207-3857  query success, but no data!
WARNING:  J0155-4048  query success, but no data!
WARNING:  J0136-4044  query success, but no data!
WARNING:  J0118-4102  query success, but no data!
WARNING:  J1243-2943  query success, but no data!
WARNING:  J1136-7415  query success, but no data!
WARNING:  J0730-0241  query success, but no data!
WARNING:  J0223-5347  query success, but no data!
WARNING:  J0158-5810  query success, but no data!
WARNING:  J0157-4614  query success, but no data!
WARNING:  J0154-5107  query success, but no data!
WARNING:  J0456-4041  query success, but no data!
WARNING:  J0524-5658  query success, but no data!
WARNING:  J0348-1610  query success, but no data!
WARNING:  J2255-0844  query success, but no data!
WARNING:  J2247-1237  query success, but no data!
WARNING:  J0604-4225  query success, but no data!
WARNING:  J0646-3903  query success, but no data!
WARNING:  J0623-4413  query success, but no data!
WARNING:  J0625-5438  query success, but no data!
WARNING:  J0631-4154  query success, but no data!
WARNING:  J0627-3529  query success, but no data!
WARNING:  J2202-8338  query success, but no data!
WARNING:  J0116-7905  query success, but no data!
WARNING:  J0102-8012  query success, but no data!
WARNING:  J0054-7534  query success, but no data!
WARNING:  J0047-7530  query success, but no data!
WARNING:  J2146-7755  query success, but no data!
WARNING:  J2356-6820  query success, but no data!
WARNING:  J2303-6807  query success, but no data!
WARNING:  J2217-7044  query success, but no data!
WARNING:  J2136-6335  query success, but no data!
WARNING:  J2106-6547  query success, but no data!
WARNING:  J2105-7825  query success, but no data!
WARNING:  J2052-6523  query success, but no data!
WARNING:  J2027-7007  query success, but no data!
WARNING:  J2007-7730  query success, but no data!
WARNING:  J2004-6347  query success, but no data!
WARNING:  J1941-6211  query success, but no data!
WARNING:  J1940-6527  query success, but no data!
WARNING:  J1939-6342  query success, but no data!
WARNING:  J0112-0328  query success, but no data!
WARNING:  J0123-0348  query success, but no data!
WARNING:  J0108-0037  query success, but no data!
WARNING:  J0106-0315  query success, but no data!
WARNING:  J1624-3213  query success, but no data!
WARNING:  J1331-0341  query success, but no data!
WARNING:  J1251-1717  query success, but no data!
WARNING:  J1248-0632  query success, but no data!
WARNING:  J1238-1959  query success, but no data!
WARNING:  J1232-1015  query success, but no data!
WARNING:  J1308-0950  query success, but no data!
WARNING:  J1239-1023  query success, but no data!
WARNING:  J1621-4003  query success, but no data!
WARNING:  J1322-6532  query success, but no data!
WARNING:  J1244-5213  query success, but no data!
WARNING:  J1114-0816  query success, but no data!
WARNING:  J1121-0553  query success, but no data!
WARNING:  J1110-1145  query success, but no data!
WARNING:  J1047-1308  query success, but no data!
WARNING:  J1031-0423  query success, but no data!
WARNING:  J1121-0711  query success, but no data!
WARNING:  J1114-0247  query success, but no data!
WARNING:  J1118-1232  query success, but no data!
WARNING:  J0945-0153  query success, but no data!
WARNING:  J0938-0708  query success, but no data!
WARNING:  J0933-0819  query success, but no data!
WARNING:  J0928-0409  query success, but no data!
WARNING:  J0847-0520  query success, but no data!
WARNING:  J2214-4008  query success, but no data!
WARNING:  J0002-2153  query success, but no data!
WARNING:  J2354-1513  query success, but no data!
WARNING:  J0015-1812  query success, but no data!
WARNING:  J1941-7605  query success, but no data!
WARNING:  J1912-8010  query success, but no data!
WARNING:  J1910-7417  query success, but no data!
WARNING:  J1806-8042  query success, but no data!
WARNING:  J1726-7259  query success, but no data!
WARNING:  J1723-7713  query success, but no data!
WARNING:  J1644-7715  query success, but no data!
WARNING:  J1556-7914  query success, but no data!
WARNING:  J1433-8341  query success, but no data!
WARNING:  J1424-7241  query success, but no data!
WARNING:  J1423-7829  query success, but no data!
WARNING:  J1354-7353  query success, but no data!
WARNING:  J0628-6712  query success, but no data!
WARNING:  J0705-6500  query success, but no data!
WARNING:  J0803-7025  query success, but no data!
WARNING:  J0723-8247  query success, but no data!
WARNING:  J0558-7459  query success, but no data!
WARNING:  J0642-6150  query success, but no data!
WARNING:  J0921-8209  query success, but no data!
WARNING:  J0620-6107  query success, but no data!
WARNING:  J0716-6240  query success, but no data!
WARNING:  J0610-6058  query success, but no data!
WARNING:  J0505-7914  query success, but no data!
WARNING:  J0833-7305  query success, but no data!
WARNING:  J0253-7513  query success, but no data!
WARNING:  J0628-6248  query success, but no data!
WARNING:  J0332-7249  query success, but no data!
WARNING:  J0719-6218  query success, but no data!
WARNING:  J0744-6919  query success, but no data!
WARNING:  J0855-7149  query success, but no data!
WARNING:  J0734-7711  query success, but no data!
WARNING:  J0541-7332  query success, but no data!
WARNING:  J1152-8344  query success, but no data!
WARNING:  J0229-7847  query success, but no data!
WARNING:  J2139-4235  query success, but no data!
WARNING:  J2211-4850  query success, but no data!
WARNING:  J2056-3857  query success, but no data!
WARNING:  J2119-4545  query success, but no data!
WARNING:  J2130-4515  query success, but no data!
WARNING:  J2124-4948  query success, but no data!
WARNING:  J2135-5006  query success, but no data!
WARNING:  J2007-4434  query success, but no data!
WARNING:  J2000-4214  query success, but no data!
WARNING:  J1959-4246  query success, but no data!
WARNING:  J2006-5011  query success, but no data!
WARNING:  J2141-3729  query success, but no data!
WARNING:  J2027-4726  query success, but no data!
WARNING:  J2147-3601  query success, but no data!
WARNING:  J2049-4020  query success, but no data!
WARNING:  J1932-4536  query success, but no data!
WARNING:  J2121-3703  query success, but no data!
WARNING:  J1901-5139  query success, but no data!
WARNING:  J1849-4314  query success, but no data!
WARNING:  J1841-5544  query success, but no data!
WARNING:  J1830-4441  query success, but no data!
WARNING:  J1829-5705  query success, but no data!
WARNING:  J1825-5230  query success, but no data!
WARNING:  J1819-5521  query success, but no data!
WARNING:  J1758-4821  query success, but no data!
WARNING:  J1753-5015  query success, but no data!
WARNING:  J1923-6320  query success, but no data!
WARNING:  J1815-7001  query success, but no data!
WARNING:  J0743-4434  query success, but no data!
WARNING:  J0726-4728  query success, but no data!
WARNING:  J0719-3928  query success, but no data!
WARNING:  J2343-5626  query success, but no data!
WARNING:  J0011-4105  query success, but no data!
WARNING:  J2348-6049  query success, but no data!
WARNING:  J2302-4533  query success, but no data!
WARNING:  J0025-4803  query success, but no data!
WARNING:  J2254-5926  query success, but no data!
WARNING:  J2327-4510  query success, but no data!
WARNING:  J0102-5637  query success, but no data!
WARNING:  J2303-5406  query success, but no data!
WARNING:  J2357-4838  query success, but no data!
WARNING:  J2243-6250  query success, but no data!
WARNING:  J0119-5357  query success, but no data!
WARNING:  J2231-6231  query success, but no data!
WARNING:  J2325-4800  query success, but no data!
WARNING:  J2347-4946  query success, but no data!
WARNING:  J2330-4539  query success, but no data!
WARNING:  J2351-4259  query success, but no data!
WARNING:  J2332-4118  query success, but no data!
WARNING:  J0109-6049  query success, but no data!
WARNING:  J2314-4455  query success, but no data!
WARNING:  J2358-4555  query success, but no data!
WARNING:  J2246-5607  query success, but no data!
WARNING:  J1859-2509  query success, but no data!
WARNING:  J1831-2714  query success, but no data!
WARNING:  J1848-2718  query success, but no data!
WARNING:  J1916-1519  query success, but no data!
WARNING:  J1925-3401  query success, but no data!
WARNING:  J1911-2102  query success, but no data!
WARNING:  J1938-1749  query success, but no data!
WARNING:  J1845-2852  query success, but no data!
WARNING:  J1935-1602  query success, but no data!
WARNING:  J1925-2219  query success, but no data!
WARNING:  J1918-4111  query success, but no data!
WARNING:  J1932-2928  query success, but no data!
WARNING:  J1912-1504  query success, but no data!
WARNING:  J1949-1957  query success, but no data!
WARNING:  J2005-3723  query success, but no data!
WARNING:  J2217-1902  query success, but no data!
WARNING:  J2256-2735  query success, but no data!
WARNING:  J2237-3921  query success, but no data!
WARNING:  J2353-3037  query success, but no data!
WARNING:  J2309-3059  query success, but no data!
WARNING:  J2330-3724  query success, but no data!
WARNING:  J2214-3835  query success, but no data!
WARNING:  J2324-3714  query success, but no data!
WARNING:  J2331-3811  query success, but no data!
WARNING:  J2250-2806  query success, but no data!
WARNING:  J2202-2335  query success, but no data!
WARNING:  J2314-3138  query success, but no data!
WARNING:  J2303-1841  query success, but no data!
WARNING:  J2213-2529  query success, but no data!
WARNING:  J2136-0643  query success, but no data!
WARNING:  J2142-0437  query success, but no data!
WARNING:  J2218-0335  query success, but no data!
WARNING:  J0533-8324  query success, but no data!
WARNING:  J0408-0122  query success, but no data!
WARNING:  J0453-1233  query success, but no data!
WARNING:  J0434-1442  query success, but no data!
WARNING:  J0431-0406  query success, but no data!
WARNING:  J0417-0250  query success, but no data!
WARNING:  J0408-0529  query success, but no data!
WARNING:  J0449-0057  query success, but no data!
WARNING:  J0357-0751  query success, but no data!
WARNING:  J0351-1153  query success, but no data!
WARNING:  J0405-1308  query success, but no data!
WARNING:  J1512-6553  query success, but no data!
WARNING:  J1659-5247  query success, but no data!
WARNING:  J1749-6258  query success, but no data!
WARNING:  J1616-7108  query success, but no data!
WARNING:  J1743-6626  query success, but no data!
WARNING:  J1717-5702  query success, but no data!
WARNING:  J1704-5751  query success, but no data!
WARNING:  J1755-5536  query success, but no data!
WARNING:  J1737-5921  query success, but no data!
WARNING:  J1701-5703  query success, but no data!
WARNING:  J1721-6154  query success, but no data!
WARNING:  J1533-6837  query success, but no data!
WARNING:  J1736-5951  query success, but no data!
WARNING:  J1548-6401  query success, but no data!
WARNING:  J1628-6152  query success, but no data!
WARNING:  J1735-6215  query success, but no data!
WARNING:  J1617-5914  query success, but no data!
WARNING:  J1558-6432  query success, but no data!
WARNING:  J1747-5310  query success, but no data!
WARNING:  J1600-5811  query success, but no data!
WARNING:  J1546-6837  query success, but no data!
WARNING:  J1624-6809  query success, but no data!
WARNING:  J1454-4012  query success, but no data!
WARNING:  J0407-3303  query success, but no data!
WARNING:  J1438-2204  query success, but no data!
WARNING:  J1432-1801  query success, but no data!
WARNING:  J1419-5154  query success, but no data!
WARNING:  J1351-1449  query success, but no data!
WARNING:  J0920+4441  query success, but no data!
WARNING:  J0725+1425  query success, but no data!
WARNING:  J0539-2839  query success, but no data!
WARNING:  J0245-4459  query success, but no data!
WARNING:  J0415+4452  query success, but no data!
WARNING:  J0312+0133  query success, but no data!
WARNING:  J0245+2405  query success, but no data!
WARNING:  J2256-2011  query success, but no data!
WARNING:  J0049-5738  query success, but no data!
WARNING:  J0004-4736  query success, but no data!
WARNING:  J1326+3154  query success, but no data!
WARNING:  J1317+3425  query success, but no data!
WARNING:  J1801+4404  query success, but no data!
WARNING:  J2126-4605  query success, but no data!
WARNING:  J2109-4110  query success, but no data!
WARNING:  J1701-5621  query success, but no data!
WARNING:  J1445-1629  query success, but no data!
WARNING:  J1357-1527  query success, but no data!
WARNING:  J1035-2011  query success, but no data!
WARNING:  J0414+3418  query success, but no data!
WARNING:  J2212+2759  query success, but no data!
WARNING:  J0006+2422  query success, but no data!
WARNING:  J0001+1914  query success, but no data!
WARNING:  J2334-5251  query success, but no data!
WARNING:  J2230-3942  query success, but no data!
WARNING:  J0044-8422  query success, but no data!
WARNING:  J0930-8533  query success, but no data!
WARNING:  J0232+2628  query success, but no data!
WARNING:  J0025-2602  query success, but no data!
WARNING:  J0201-6638  query success, but no data!
WARNING:  J0653+3705  query success, but no data!
WARNING:  J0702+2644  query success, but no data!
WARNING:  J1543-0757  query success, but no data!
WARNING:  J1554-2704  query success, but no data!
WARNING:  J1310+3233  query success, but no data!
WARNING:  J1617+0246  query success, but no data!
WARNING:  J0216-3247  query FAIL! [No response from server]
WARNING:  J1924+1540  query FAIL! [No response from server]
WARNING:  J2211-1328  query success, but no data!
WARNING:  J0229-5403  query success, but no data!
WARNING:  J1350+3034  query success, but no data!
WARNING:  J1439-1531  query success, but no data!
WARNING:  J1154-3505  query success, but no data!
WARNING:  J1146-3328  query success, but no data!
WARNING:  J1001-4438  query success, but no data!
WARNING:  J1557-0001  query success, but no data!
WARNING:  J1433-1548  query success, but no data!
WARNING:  J1825-0737  query success, but no data!
WARNING:  J1807-2506  query success, but no data!
WARNING:  J0240-2309  query success, but no data!
WARNING:  J1931+2243  query success, but no data!
WARNING:  J1930+1532  query success, but no data!
WARNING:  J1945-3111  query success, but no data!
WARNING:  J2142-2444  query success, but no data!
WARNING:  J1807-6413  query success, but no data!
WARNING:  J1755-2232  query success, but no data!
WARNING:  J1426+3625  query success, but no data!
WARNING:  J2202+4216  query success, but no data!
WARNING:  J1902+3159  query success, but no data!
WARNING:  J1848+3244  query success, but no data!
WARNING:  J0102+5824  query success, but no data!

result of the query 'data' is in the form of Pandas DataFrame, but we save it in sql database also.

Note: Many of them only listed in calibrator list, but not observed/shown in any public data yet.

Selection criteria

*We already choose the calibrator with F>0.1Jy + only Public data

Select sources with other criteria:

  • ignore freq res (for imaging)
  • ignore polarization product
  • excludeCycle0 data
  • only accept data from 12m array (or 12m7m)
  • minimum integration time per band is 1h for B3, B6, and B7 (after filtering all above)

In [7]:
report = q.selectDeepfield_fromsql("calibrators_gt_0.1Jy.db", maxFreqRes=999999999, array='12m', \
        excludeCycle0=True, selectPol=False, minTimeBand={3:0., 6:1800., 7:1800.}, verbose=True, silent=True)


Number of accepted source:  50

write the report in a file


In [8]:
q.writeReport(report, "report4.txt", silent=True)


#################################
### Total Number of Sources : 50 


In [ ]: