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# 

# This file is part of verify. 

# 

# Developed for the LSST Data Management System. 

# This product includes software developed by the LSST Project 

# (http://www.lsst.org). 

# See the COPYRIGHT file at the top-level directory of this distribution 

# for details of code ownership. 

# 

# This program is free software: you can redistribute it and/or modify 

# it under the terms of the GNU General Public License as published by 

# the Free Software Foundation, either version 3 of the License, or 

# (at your option) any later version. 

# 

# This program is distributed in the hope that it will be useful, 

# but WITHOUT ANY WARRANTY; without even the implied warranty of 

# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 

# GNU General Public License for more details. 

# 

# You should have received a copy of the GNU General Public License 

# along with this program. If not, see <http://www.gnu.org/licenses/>. 

# 

 

import time 

import unittest 

 

import astropy.units as u 

from astropy.tests.helper import assert_quantity_allclose 

 

import lsst.utils.tests 

from lsst.pex.config import Config 

from lsst.pipe.base import Task, timeMethod 

 

from lsst.verify import Measurement, Name 

from lsst.verify.gen2tasks.testUtils import MetricTaskTestCase 

from lsst.verify.tasks import MetricComputationError, TimingMetricTask 

from lsst.verify.tasks.testUtils import MetadataMetricTestCase 

 

 

class DummyTask(Task): 

ConfigClass = Config 

_DefaultName = "NotARealTask" 

taskLength = 0.1 

 

@timeMethod 

def run(self): 

time.sleep(self.taskLength) 

 

 

class TimingMetricTestSuite(MetadataMetricTestCase): 

@classmethod 

def makeTask(cls): 

return TimingMetricTask(config=cls._standardConfig()) 

 

@staticmethod 

def _standardConfig(): 

config = TimingMetricTask.ConfigClass() 

config.metadata.name = DummyTask._DefaultName + "_metadata" 

config.target = DummyTask._DefaultName + ".run" 

config.metric = "verify.DummyTime" 

return config 

 

def setUp(self): 

"""Create a dummy instance of `FringeTask` so that test cases can 

run and measure it. 

""" 

super().setUp() 

self.config = TimingMetricTestSuite._standardConfig() 

 

self.scienceTask = DummyTask() 

self.scienceTask.run() 

 

def testValid(self): 

result = self.task.run([self.scienceTask.getFullMetadata()]) 

meas = result.measurement 

 

self.assertIsInstance(meas, Measurement) 

self.assertEqual(meas.metric_name, Name(metric=self.config.metric)) 

self.assertGreater(meas.quantity, 0.0 * u.second) 

self.assertLess(meas.quantity, 2 * DummyTask.taskLength * u.second) 

 

def testNoMetric(self): 

self.config.metric = "foo.bar.FooBarTime" 

task = TimingMetricTask(config=self.config) 

with self.assertRaises(TypeError): 

task.run([self.scienceTask.getFullMetadata()]) 

 

def testMissingData(self): 

result = self.task.run([None]) 

meas = result.measurement 

self.assertIsNone(meas) 

 

def testNoDataExpected(self): 

result = self.task.run([]) 

meas = result.measurement 

self.assertIsNone(meas) 

 

def testRunDifferentMethod(self): 

self.config.target = DummyTask._DefaultName + ".runDataRef" 

task = TimingMetricTask(config=self.config) 

result = task.run([self.scienceTask.getFullMetadata()]) 

meas = result.measurement 

self.assertIsNone(meas) 

 

def testNonsenseKeys(self): 

metadata = self.scienceTask.getFullMetadata() 

startKeys = [key 

for key in metadata.paramNames(topLevelOnly=False) 

if "StartCpuTime" in key] 

for key in startKeys: 

metadata.remove(key) 

 

task = TimingMetricTask(config=self.config) 

with self.assertRaises(MetricComputationError): 

task.run([metadata]) 

 

def testBadlyTypedKeys(self): 

metadata = self.scienceTask.getFullMetadata() 

endKeys = [key 

for key in metadata.paramNames(topLevelOnly=False) 

if "EndCpuTime" in key] 

for key in endKeys: 

metadata.set(key, str(metadata.getAsDouble(key))) 

 

task = TimingMetricTask(config=self.config) 

with self.assertRaises(MetricComputationError): 

task.run([metadata]) 

 

def testGetInputDatasetTypes(self): 

types = TimingMetricTask.getInputDatasetTypes(self.config) 

self.assertSetEqual(set(types.keys()), {"metadata"}) 

expected = DummyTask._DefaultName + "_metadata" 

self.assertEqual(types["metadata"], expected) 

 

def testFineGrainedMetric(self): 

metadata = self.scienceTask.getFullMetadata() 

inputData = {"metadata": [metadata]} 

inputDataIds = {"metadata": [{"visit": 42, "ccd": 1}]} 

outputDataId = {"measurement": {"visit": 42, "ccd": 1}} 

measDirect = self.task.run([metadata]).measurement 

measIndirect = self.task.adaptArgsAndRun( 

inputData, inputDataIds, outputDataId).measurement 

 

assert_quantity_allclose(measIndirect.quantity, measDirect.quantity) 

 

def testCoarseGrainedMetric(self): 

metadata = self.scienceTask.getFullMetadata() 

nCcds = 3 

inputData = {"metadata": [metadata] * nCcds} 

inputDataIds = {"metadata": [{"visit": 42, "ccd": x} 

for x in range(nCcds)]} 

outputDataId = {"measurement": {"visit": 42}} 

measDirect = self.task.run([metadata]).measurement 

measMany = self.task.adaptArgsAndRun( 

inputData, inputDataIds, outputDataId).measurement 

 

assert_quantity_allclose(measMany.quantity, 

nCcds * measDirect.quantity) 

 

def testGetOutputMetricName(self): 

self.assertEqual(TimingMetricTask.getOutputMetricName(self.config), 

Name(self.config.metric)) 

 

 

# Hack around unittest's hacky test setup system 

del MetricTaskTestCase 

del MetadataMetricTestCase 

 

 

class MemoryTester(lsst.utils.tests.MemoryTestCase): 

pass 

 

 

def setup_module(module): 

lsst.utils.tests.init() 

 

 

178 ↛ 179line 178 didn't jump to line 179, because the condition on line 178 was never trueif __name__ == "__main__": 

lsst.utils.tests.init() 

unittest.main()