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DM-25010: Make Alert serialization optional in diaPipe. #82

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Jun 2, 2020
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22 changes: 15 additions & 7 deletions python/lsst/ap/association/diaPipe.py
Original file line number Diff line number Diff line change
Expand Up @@ -122,6 +122,12 @@ class DiaPipelineConfig(pipeBase.PipelineTaskConfig,
target=PackageAlertsTask,
doc="Subtask for packaging Ap data into alerts.",
)
doPackageAlerts = pexConfig.Field(
dtype=bool,
default=False,
doc="Package Dia-data into serialized alerts for distribution and "
"write them to disk.",
)

def setDefaults(self):
self.apdb.dia_object_index = "baseline"
Expand Down Expand Up @@ -158,7 +164,8 @@ def __init__(self, initInputs=None, **kwargs):
self.makeSubtask("diaCatalogLoader")
self.makeSubtask("associator")
self.makeSubtask("diaForcedSource")
self.makeSubtask("alertPackager")
if self.config.doPackageAlerts:
self.makeSubtask("alertPackager")

def runQuantum(self, butlerQC, inputRefs, outputRefs):
inputs = butlerQC.get(inputRefs)
Expand Down Expand Up @@ -231,11 +238,12 @@ def run(self, diaSourceCat, diffIm, exposure, ccdExposureIdBits):
assocResults.updatedDiaObjects,
exposure.getInfo().getVisitInfo().getDate().toPython())
self.apdb.storeDiaForcedSources(diaForcedSources)
self.alertPackager.run(assocResults.diaSources,
assocResults.diaObjects,
loaderResult.diaSources,
diffIm,
None,
ccdExposureIdBits)
if self.config.doPackageAlerts:
self.alertPackager.run(assocResults.diaSources,
assocResults.diaObjects,
loaderResult.diaSources,
diffIm,
None,
ccdExposureIdBits)

return pipeBase.Struct(apdb_marker=self.config.apdb.value)
92 changes: 39 additions & 53 deletions tests/test_diaPipe.py
Original file line number Diff line number Diff line change
Expand Up @@ -19,24 +19,22 @@
# 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 contextlib
import os
import unittest

import lsst.afw.image as afwImage
import lsst.afw.table as afwTable
import lsst.pipe.base as pipeBase
from lsst.utils import getPackageDir
import lsst.utils.tests
from unittest.mock import patch, Mock
from unittest.mock import patch, Mock, DEFAULT

from lsst.ap.association import DiaPipelineTask


class TestDiaPipelineTask(unittest.TestCase):

@classmethod
def _makeDefaultConfig(cls):
def _makeDefaultConfig(cls, doPackageAlerts=False):
config = DiaPipelineTask.ConfigClass()
config.apdb.db_url = "sqlite://"
config.apdb.isolation_level = "READ_UNCOMMITTED"
Expand All @@ -48,49 +46,10 @@ def _makeDefaultConfig(cls):
getPackageDir("ap_association"),
"tests",
"test-flag-map.yaml")
config.doPackageAlerts = doPackageAlerts
return config

@contextlib.contextmanager
def mockPatchSubtasks(self, task):
"""Make mocks for all the ap_pipe subtasks.

This is needed because the task itself cannot be a mock.
The task's subtasks do not exist until the task is created, so
this allows us to mock them instead.

Parameters
----------
task : `lsst.ap.association.DiaPipelineTask`
The task whose subtasks will be mocked.

Yields
------
subtasks : `lsst.pipe.base.Struct`
All mocks created by this context manager, including:

``diaCatalogLoader``
``dpddifier``
``associator``
``forcedSource``
a mock for the corresponding subtask. Mocks do not return any
particular value, but have mocked methods that can be queried
for calls by ApPipeTask
"""
with patch.object(task, "diaCatalogLoader") as mockDiaCatLoader, \
patch.object(task, "diaSourceDpddifier") as mockDpddifier, \
patch.object(task, "associator") as mockAssociator, \
patch.object(task, "diaForcedSource") as mockForcedSource, \
patch.object(task, "apdb") as mockApdb, \
patch.object(task, "alertPackager") as mockAlertPackager:
yield pipeBase.Struct(diaCatalogLoader=mockDiaCatLoader,
dpddifier=mockDpddifier,
associator=mockAssociator,
diaForcedSource=mockForcedSource,
apdb=mockApdb,
alertPackager=mockAlertPackager)

def setUp(self):
self.config = self._makeDefaultConfig()
self.srcSchema = afwTable.SourceTable.makeMinimalSchema()
self.srcSchema.addField("base_PixelFlags_flag", type="Flag")
self.srcSchema.addField("base_PixelFlags_flag_offimage", type="Flag")
Expand All @@ -101,23 +60,50 @@ def tearDown(self):
def testRunQuantum(self):
pass

def testRun(self):
def testRunWithAlerts(self):
"""Test running while creating and packaging alerts.
"""
self._testRun(True)

def testRunWithoutAlerts(self):
"""Test running without creating and packaging alerts.
"""
self._testRun(False)

def _testRun(self, doPackageAlerts=False):
"""Test the normal workflow of each ap_pipe step.
"""
config = self._makeDefaultConfig(doPackageAlerts=doPackageAlerts)
task = DiaPipelineTask(
config=self.config,
config=config,
initInputs={"diaSourceSchema": self.srcSchema})
diffIm = Mock(spec=afwImage.Exposure)
diffIm = Mock(spec=afwImage.ExposureF)
exposure = Mock(spec=afwImage.ExposureF)
diaSrc = Mock(sepc=afwTable.SourceCatalog)
ccdExposureIdBits = 32
with self.mockPatchSubtasks(task) as subtasks:

# Each of these subtasks should be called once during diaPipe
# execution. We use mocks here to check they are being executed
# appropriately.
subtasksToMock = [
"diaCatalogLoader",
"diaSourceDpddifier",
"associator",
"diaForcedSource",
]
if doPackageAlerts:
subtasksToMock.append("alertPackager")
else:
self.assertFalse(hasattr(task, "alertPackager"))

# apdb isn't a subtask, but still needs to be mocked out for correct
# execution in the test environment.
with patch.multiple(
task, **{task: DEFAULT for task in subtasksToMock + ["apdb"]}
):
result = task.run(diaSrc, diffIm, exposure, ccdExposureIdBits)
subtasks.dpddifier.run.assert_called_once()
subtasks.dpddifier.run.assert_called_once()
subtasks.associator.run.assert_called_once()
subtasks.diaForcedSource.run.assert_called_once()
subtasks.alertPackager.run.assert_called_once()
for subtaskName in subtasksToMock:
getattr(task, subtaskName).run.assert_called_once()
self.assertEqual(result.apdb_marker.db_url, "sqlite://")
self.assertEqual(result.apdb_marker.isolation_level,
"READ_UNCOMMITTED")
Expand Down