Coverage for tests/test_loadDiaCatalogs.py: 24%
108 statements
« prev ^ index » next coverage.py v7.2.7, created at 2023-06-06 03:44 -0700
1# This file is part of ap_association.
2#
3# Developed for the LSST Data Management System.
4# This product includes software developed by the LSST Project
5# (https://www.lsst.org).
6# See the COPYRIGHT file at the top-level directory of this distribution
7# for details of code ownership.
8#
9# This program is free software: you can redistribute it and/or modify
10# it under the terms of the GNU General Public License as published by
11# the Free Software Foundation, either version 3 of the License, or
12# (at your option) any later version.
13#
14# This program is distributed in the hope that it will be useful,
15# but WITHOUT ANY WARRANTY; without even the implied warranty of
16# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
17# GNU General Public License for more details.
18#
19# You should have received a copy of the GNU General Public License
20# along with this program. If not, see <https://www.gnu.org/licenses/>.
22import os
23import numpy as np
24import tempfile
25import unittest
26import yaml
28from lsst.afw.cameraGeom.testUtils import DetectorWrapper
29import lsst.afw.geom as afwGeom
30import lsst.afw.image as afwImage
31from lsst.ap.association import LoadDiaCatalogsTask, LoadDiaCatalogsConfig
32import lsst.daf.base as dafBase
33from lsst.dax.apdb import ApdbSql, ApdbSqlConfig, ApdbTables
34from lsst.utils import getPackageDir
35import lsst.utils.tests
36import utils_tests
39def _data_file_name(basename, module_name):
40 """Return path name of a data file.
42 Parameters
43 ----------
44 basename : `str`
45 Name of the file to add to the path string.
46 module_name : `str`
47 Name of lsst stack package environment variable.
49 Returns
50 -------
51 data_file_path : `str`
52 Full path of the file to load from the "data" directory in a given
53 repository.
54 """
55 return os.path.join(getPackageDir(module_name), "data", basename)
58def makeExposure(flipX=False, flipY=False):
59 """Create an exposure and flip the x or y (or both) coordinates.
61 Returns bounding boxes that are right or left handed around the bounding
62 polygon.
64 Parameters
65 ----------
66 flipX : `bool`
67 Flip the x coordinate in the WCS.
68 flipY : `bool`
69 Flip the y coordinate in the WCS.
71 Returns
72 -------
73 exposure : `lsst.afw.image.Exposure`
74 Exposure with a valid bounding box and wcs.
75 """
76 metadata = dafBase.PropertySet()
78 metadata.set("SIMPLE", "T")
79 metadata.set("BITPIX", -32)
80 metadata.set("NAXIS", 2)
81 metadata.set("NAXIS1", 1024)
82 metadata.set("NAXIS2", 1153)
83 metadata.set("RADECSYS", 'FK5')
84 metadata.set("EQUINOX", 2000.)
86 metadata.setDouble("CRVAL1", 215.604025685476)
87 metadata.setDouble("CRVAL2", 53.1595451514076)
88 metadata.setDouble("CRPIX1", 1109.99981456774)
89 metadata.setDouble("CRPIX2", 560.018167811613)
90 metadata.set("CTYPE1", 'RA---SIN')
91 metadata.set("CTYPE2", 'DEC--SIN')
93 xFlip = 1
94 if flipX:
95 xFlip = -1
96 yFlip = 1
97 if flipY:
98 yFlip = -1
99 metadata.setDouble("CD1_1", xFlip * 5.10808596133527E-05)
100 metadata.setDouble("CD1_2", yFlip * 1.85579539217196E-07)
101 metadata.setDouble("CD2_2", yFlip * -5.10281493481982E-05)
102 metadata.setDouble("CD2_1", xFlip * -8.27440751733828E-07)
104 wcs = afwGeom.makeSkyWcs(metadata)
105 exposure = afwImage.makeExposure(
106 afwImage.makeMaskedImageFromArrays(np.ones((1024, 1153))), wcs)
107 detector = DetectorWrapper(id=23, bbox=exposure.getBBox()).detector
108 visit = afwImage.VisitInfo(
109 exposureId=1234,
110 exposureTime=200.,
111 date=dafBase.DateTime("2014-05-13T17:00:00.000000000",
112 dafBase.DateTime.Timescale.TAI))
113 exposure.info.id = 1234
114 exposure.setDetector(detector)
115 exposure.info.setVisitInfo(visit)
116 exposure.setFilter(afwImage.FilterLabel(band='g'))
118 return exposure
121class TestLoadDiaCatalogs(unittest.TestCase):
123 def setUp(self):
124 np.random.seed(1234)
126 self.db_file_fd, self.db_file = tempfile.mkstemp(
127 dir=os.path.dirname(__file__))
129 self.apdbConfig = ApdbSqlConfig()
130 self.apdbConfig.db_url = "sqlite:///" + self.db_file
131 self.apdbConfig.dia_object_index = "baseline"
132 self.apdbConfig.dia_object_columns = []
134 self.apdb = ApdbSql(config=self.apdbConfig)
135 self.apdb.makeSchema()
137 self.exposure = makeExposure(False, False)
139 self.diaObjects = utils_tests.makeDiaObjects(20, self.exposure)
140 self.diaSources = utils_tests.makeDiaSources(
141 100,
142 self.diaObjects["diaObjectId"].to_numpy(),
143 self.exposure)
144 self.diaForcedSources = utils_tests.makeDiaForcedSources(
145 200,
146 self.diaObjects["diaObjectId"].to_numpy(),
147 self.exposure)
149 self.dateTime = self.exposure.visitInfo.date
150 self.apdb.store(self.dateTime,
151 self.diaObjects,
152 self.diaSources,
153 self.diaForcedSources)
155 # These columns are not in the DPDD, yet do appear in DiaSource.yaml.
156 # We don't need to check them against the default APDB schema.
157 self.ignoreColumns = ["band", "bboxSize", "isDipole"]
159 def tearDown(self):
160 os.close(self.db_file_fd)
161 os.remove(self.db_file)
163 def testRun(self):
164 """Test the full run method for the loader.
165 """
166 diaLoader = LoadDiaCatalogsTask()
167 result = diaLoader.run(self.exposure, self.apdb)
169 self.assertEqual(len(result.diaObjects), len(self.diaObjects))
170 self.assertEqual(len(result.diaSources), len(self.diaSources))
171 self.assertEqual(len(result.diaForcedSources),
172 len(self.diaForcedSources))
174 def testLoadDiaObjects(self):
175 """Test that the correct number of diaObjects are loaded.
176 """
177 diaLoader = LoadDiaCatalogsTask()
178 region = diaLoader._getRegion(self.exposure)
179 diaObjects = diaLoader.loadDiaObjects(region,
180 self.apdb)
181 self.assertEqual(len(diaObjects), len(self.diaObjects))
183 def testLoadDiaForcedSources(self):
184 """Test that the correct number of diaForcedSources are loaded.
185 """
186 diaLoader = LoadDiaCatalogsTask()
187 region = diaLoader._getRegion(self.exposure)
188 diaForcedSources = diaLoader.loadDiaForcedSources(
189 self.diaObjects,
190 region,
191 self.dateTime,
192 self.apdb)
193 self.assertEqual(len(diaForcedSources), len(self.diaForcedSources))
195 def testLoadDiaSources(self):
196 """Test that the correct number of diaSources are loaded.
198 Also check that they can be properly loaded both by location and
199 ``diaObjectId``.
200 """
201 diaConfig = LoadDiaCatalogsConfig()
202 diaLoader = LoadDiaCatalogsTask(config=diaConfig)
204 region = diaLoader._getRegion(self.exposure)
205 diaSources = diaLoader.loadDiaSources(self.diaObjects,
206 region,
207 self.dateTime,
208 self.apdb)
209 self.assertEqual(len(diaSources), len(self.diaSources))
211 def test_apdbSchema(self):
212 """Test that the default DiaSource schema from dax_apdb agrees with the
213 column names defined here in ap_association/data/DiaSource.yaml.
214 """
215 tableDef = self.apdb.tableDef(ApdbTables.DiaSource)
216 apdbSchemaColumns = [column.name for column in tableDef.columns]
218 functorFile = _data_file_name("DiaSource.yaml", "ap_association")
219 with open(functorFile) as yaml_stream:
220 diaSourceFunctor = yaml.safe_load_all(yaml_stream)
221 for functor in diaSourceFunctor:
222 diaSourceColumns = [column for column in list(functor['funcs'].keys())
223 if column not in self.ignoreColumns]
224 self.assertLess(set(diaSourceColumns), set(apdbSchemaColumns))
227class MemoryTester(lsst.utils.tests.MemoryTestCase):
228 pass
231def setup_module(module):
232 lsst.utils.tests.init()
235if __name__ == "__main__": 235 ↛ 236line 235 didn't jump to line 236, because the condition on line 235 was never true
236 lsst.utils.tests.init()
237 unittest.main()