Coverage for tests/test_fgcmcal_hsc.py : 24%

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1# See COPYRIGHT file at the top of the source tree.
2#
3# This file is part of fgcmcal.
4#
5# Developed for the LSST Data Management System.
6# This product includes software developed by the LSST Project
7# (https://www.lsst.org).
8# See the COPYRIGHT file at the top-level directory of this distribution
9# for details of code ownership.
10#
11# This program is free software: you can redistribute it and/or modify
12# it under the terms of the GNU General Public License as published by
13# the Free Software Foundation, either version 3 of the License, or
14# (at your option) any later version.
15#
16# This program is distributed in the hope that it will be useful,
17# but WITHOUT ANY WARRANTY; without even the implied warranty of
18# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
19# GNU General Public License for more details.
20#
21# You should have received a copy of the GNU General Public License
22# along with this program. If not, see <https://www.gnu.org/licenses/>.
23"""Test the fgcmcal code with testdata_jointcal/hsc.
25Run test suite on fgcmcal using Gen3 HSC data from testdata_jointcal.
26"""
27import unittest
28import os
29import tempfile
30import numpy as np
32import matplotlib
33matplotlib.use("Agg")
35import lsst.utils # noqa: E402
36import lsst.pipe.tasks # noqa: E402
38import fgcmcalTestBase # noqa: E402
41ROOT = os.path.abspath(os.path.dirname(__file__))
44class FgcmcalTestHSC(fgcmcalTestBase.FgcmcalTestBase, lsst.utils.tests.TestCase):
45 @classmethod
46 def setUpClass(cls):
47 try:
48 cls.dataDir = lsst.utils.getPackageDir('testdata_jointcal')
49 except LookupError:
50 raise unittest.SkipTest("testdata_jointcal not setup")
51 try:
52 lsst.utils.getPackageDir('obs_subaru')
53 except LookupError:
54 raise unittest.SkipTest("obs_subaru not setup")
56 cls.testDir = tempfile.mkdtemp(dir=ROOT, prefix="TestFgcm-")
58 cls._importRepository('lsst.obs.subaru.HyperSuprimeCam',
59 os.path.join(cls.dataDir, 'hsc'),
60 os.path.join(cls.dataDir, 'hsc', 'exports.yaml'))
62 def test_fgcmcalPipeline(self):
63 # Set numpy seed for stability
64 np.random.seed(seed=1000)
66 instName = 'HSC'
67 testName = 'testfgcmcalpipe'
69 nBand = 3
70 i0Std = np.array([0.08294534, 0.07877351, 0.06464688])
71 i10Std = np.array([-0.000091981, -0.00061516, -0.00063434])
72 i0Recon = np.array([0.07322632, 0.0689530429, 0.05600673])
73 i10Recon = np.array([-5.89816122, -7.01847144, 3.62675740])
75 self._testFgcmMakeLut(instName, testName,
76 nBand, i0Std, i0Recon, i10Std, i10Recon)
78 visits = [34648, 34690, 34714, 34674, 34670, 36140, 35892, 36192, 36260, 36236]
80 nStar = 305
81 nObs = 3789
83 self._testFgcmBuildStarsTable(instName, testName,
84 "physical_filter IN ('HSC-G', 'HSC-R', 'HSC-I')",
85 visits, nStar, nObs)
87 nZp = 1120
88 nGoodZp = 27
89 nOkZp = 27
90 nBadZp = 1093
91 nStdStars = 235
92 nPlots = 35
94 self._testFgcmFitCycle(instName, testName,
95 0, nZp, nGoodZp, nOkZp, nBadZp, nStdStars, nPlots, skipChecks=True)
96 self._testFgcmFitCycle(instName, testName,
97 1, nZp, nGoodZp, nOkZp, nBadZp, nStdStars, nPlots, skipChecks=True)
99 # We need to create an extra config file to turn on "sub-ccd gray" for testing.
100 extraConfigFile = os.path.join(self.testDir, "cycle03_patch_config.py")
101 with open(extraConfigFile, "w") as f:
102 f.write("config.isFinalCycle = True\n")
103 f.write("config.ccdGraySubCcdDict = {'g': True, 'r': True, 'i': True}\n")
105 self._testFgcmFitCycle(instName, testName,
106 2, nZp, nGoodZp, nOkZp, nBadZp, nStdStars, nPlots,
107 extraConfig=extraConfigFile)
109 zpOffsets = np.array([-0.0008161436999216676,
110 0.006149172317236662])
112 self._testFgcmOutputProducts(instName, testName,
113 zpOffsets, 36236, 87, 'i', 1)
115 def test_fgcmcalMultipleFitPipeline(self):
116 # Set numpy seed for stability
117 np.random.seed(seed=1000)
119 instName = 'HSC'
120 testName = 'testfgcmcalmultiple'
122 nBand = 3
123 i0Std = np.array([0.08294534, 0.07877351, 0.06464688])
124 i10Std = np.array([-0.000091981, -0.00061516, -0.00063434])
125 i0Recon = np.array([0.07322632, 0.0689530429, 0.05600673])
126 i10Recon = np.array([-5.89816122, -7.01847144, 3.62675740])
128 self._testFgcmMakeLut(instName, testName,
129 nBand, i0Std, i0Recon, i10Std, i10Recon)
131 visits = [34648, 34690, 34714, 34674, 34670, 36140, 35892, 36192, 36260, 36236]
133 # These are slightly different from above due to the configuration change
134 # mid-way in the separate fits.
135 zpOffsets = np.array([-0.0007102462113834918,
136 0.005907602142542601])
138 self._testFgcmMultiFit(instName, testName,
139 "physical_filter IN ('HSC-G', 'HSC-R', 'HSC-I')",
140 visits, zpOffsets)
142 def test_fgcmcalTractPipeline(self):
143 # Set numpy seed for stability
144 np.random.seed(seed=1000)
146 instName = 'HSC'
147 testName = 'testfgcmcaltract'
149 nBand = 3
150 i0Std = np.array([0.08294534, 0.07877351, 0.06464688])
151 i10Std = np.array([-0.000091981, -0.00061516, -0.00063434])
152 i0Recon = np.array([0.07322632, 0.0689530429, 0.05600673])
153 i10Recon = np.array([-5.89816122, -7.01847144, 3.62675740])
155 self._testFgcmMakeLut(instName, testName,
156 nBand, i0Std, i0Recon, i10Std, i10Recon)
158 rawRepeatability = np.array([0.0,
159 0.004436014222072738,
160 0.00451764656339253])
161 filterNCalibMap = {'HSC-R': 14,
162 'HSC-I': 15}
164 visits = [34648, 34690, 34714, 34674, 34670, 36140, 35892, 36192, 36260, 36236]
165 tract = 9697
167 self._testFgcmCalibrateTract(instName, testName,
168 visits, tract, 'hsc_rings_v1',
169 rawRepeatability, filterNCalibMap)
172class TestMemory(lsst.utils.tests.MemoryTestCase):
173 pass
176def setup_module(module):
177 lsst.utils.tests.init()
180if __name__ == "__main__": 180 ↛ 181line 180 didn't jump to line 181, because the condition on line 180 was never true
181 lsst.utils.tests.init()
182 unittest.main()