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import cx_Oracle | |
import pickle | |
import numpy as np | |
from itertools import chain | |
from PIL import Image, ImageDraw, ImageFont | |
from exceptions import IOError | |
import shutil | |
import os | |
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# Query to find the subtractions with more than 5x the | |
# median number of detections per subtraction passing an ML cut of 0.5 | |
query = 'SELECT DISTINCT test.IMAGE_NAME_DIFF, SNOBS.nite, passing_det_count FROM '\ | |
'(SELECT IMAGE_NAME_DIFF, COUNT(CASE WHEN a.ml_score >= 0.5 THEN 1 END) passing_det_count '\ | |
'FROM SNOBS o JOIN SNAUTOSCAN a ON o.snobjid = a.snobjid '\ | |
'WHERE a.ml_version = 2 GROUP BY '\ | |
'IMAGE_NAME_DIFF) test JOIN SNOBS ON '\ | |
'test.IMAGE_NAME_DIFF = SNOBS.IMAGE_NAME_DIFF where passing_det_count >= 55' |
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import cx_Oracle | |
username = 'your_username' | |
password = 'your_password' | |
dsn = 'leovip148.ncsa.uiuc.edu/destest' | |
db = cx_Oracle.connect(username, password, dsn) | |
cursor = db.cursor() | |
cursor.execute('begin fixSynonyms(\'\',\'SNY1REPROC\'); end;') # this points you to the right | |
# tablespace |
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[('http://dessne.cosmology.illinois.edu/SNWG/web/display/examineCand.php?SNId=1098152', | |
'z=0.129', | |
'numepochs=17', | |
'numepochs_ml=0'), | |
('http://dessne.cosmology.illinois.edu/SNWG/web/display/examineCand.php?SNId=1098305', | |
'z=0.129', | |
'numepochs=17', | |
'numepochs_ml=0'), | |
('http://dessne.cosmology.illinois.edu/SNWG/web/display/examineCand.php?SNId=1052550', | |
'z=0.216', |
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[('http://dessne.cosmology.illinois.edu/SNWG/web/display/examineCand.php?SNId=1098152', | |
'z=0.129', | |
'numepochs=17', | |
'numepochs_ml=0'), | |
('http://dessne.cosmology.illinois.edu/SNWG/web/display/examineCand.php?SNId=1098305', | |
'z=0.129', | |
'numepochs=17', | |
'numepochs_ml=0'), | |
('http://dessne.cosmology.illinois.edu/SNWG/web/display/examineCand.php?SNId=1052550', | |
'z=0.216', |
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# Z, Eff | |
[(0.014285714285714285, 1.0), | |
(0.042857142857142858, nan), | |
(0.071428571428571425, nan), | |
(0.10000000000000001, 0.86082474226804129), | |
(0.12857142857142856, 0.93023255813953487), | |
(0.15714285714285714, 0.95454545454545459), | |
(0.18571428571428572, 0.95608108108108103), | |
(0.21428571428571427, 0.96601941747572817), |
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 321, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ |
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### CS70 Worksheet 4A Problem 2.4" | |
] | |
}, | |
{ |
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Starting python tests... | |
============================================================================================================= test session starts ============================================================================================================= | |
platform linux2 -- Python 2.7.14, pytest-3.4.0, py-1.5.2, pluggy-0.6.0 | |
rootdir: /global/scratch/dagoldst/GalSim-1.5.1/tests, inifile: | |
plugins: xdist-1.22.1, timeout-1.2.1, forked-0.2 | |
timeout: 60.0s method: signal | |
gw0 I / gw1 I / gw2 I / gw3 I / gw4 I / gw5 I / gw6 I / gw7 I / gw8 I / gw9 I / gw10 I / gw11 I / gw12 I / gw13 I / gw14 I / gw15 I / gw16 I / gw17 I / gw18 I / gw19 I | |
gw0 [527] / gw1 [527] / gw2 [527] / gw3 [527] / gw4 [527] / gw5 [527] / gw6 [527] / gw7 [527] / gw8 [527] / gw9 [527] / gw10 [527] / gw11 [527] / gw12 [527] / gw13 [527] / gw14 [527] / gw15 [527] / gw16 [527] / gw17 [527] / gw18 [527] / gw19 [527] | |
scheduling tests via LoadScheduling |
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