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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 

# (https://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 <https://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, \ 

MemoryMetricTask 

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.connections.taskName = DummyTask._DefaultName 

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

config.metric = "verify.DummyTime" 

return config 

 

def setUp(self): 

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 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 testGetOutputMetricName(self): 

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

Name(self.config.metric)) 

 

 

class MemoryMetricTestSuite(MetadataMetricTestCase): 

@classmethod 

def makeTask(cls): 

return MemoryMetricTask(config=cls._standardConfig()) 

 

@staticmethod 

def _standardConfig(): 

config = MemoryMetricTask.ConfigClass() 

config.connections.taskName = DummyTask._DefaultName 

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

config.metric = "verify.DummyMemory" 

return config 

 

def setUp(self): 

super().setUp() 

self.config = self._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.byte) 

 

def testNoMetric(self): 

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

task = MemoryMetricTask(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 testRunDifferentMethod(self): 

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

task = MemoryMetricTask(config=self.config) 

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

meas = result.measurement 

self.assertIsNone(meas) 

 

def testBadlyTypedKeys(self): 

metadata = self.scienceTask.getFullMetadata() 

endKeys = [key 

for key in metadata.paramNames(topLevelOnly=False) 

if "EndMaxResidentSetSize" in key] 

for key in endKeys: 

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

 

task = MemoryMetricTask(config=self.config) 

with self.assertRaises(MetricComputationError): 

task.run(metadata) 

 

def testGetInputDatasetTypes(self): 

types = MemoryMetricTask.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 testGetOutputMetricName(self): 

self.assertEqual(MemoryMetricTask.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() 

 

 

235 ↛ 236line 235 didn't jump to line 236, because the condition on line 235 was never trueif __name__ == "__main__": 

lsst.utils.tests.init() 

unittest.main()