def test_shouldThereBeMoreThanOneApplicableQCreturnTheStricterOne():
goal = Pragmatic(Decomposition.AND, "Root")
task = Task("T1")
context = Context("C1")
anotherContext = Context("C2")
fullContext = []
qc = QualityConstraint(context, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
stricter = QualityConstraint(
anotherContext, CommonMetrics.SECONDS, 10, Comparison.LESS_OR_EQUAL_TO)
goal.addDependency(task)
goal.addApplicableContext(context)
goal.interp.addQualityConstraint(qc)
goal.interp.addQualityConstraint(stricter)
assert stricter == qc.stricterQC(stricter)
fullContext.append(context)
assert qc in goal.interp.getQualityConstraints(fullContext)
fullContext.append(anotherContext)
assert stricter in \
goal.interp.getQualityConstraints(fullContext)
def test_shouldComplainAboutDifferentMetrics():
lessStrictQC = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
moreStrictQC = QualityConstraint(Context("C2"), CommonMetrics.METERS, 10,
Comparison.LESS_THAN)
lessStrictQC.stricterQC(moreStrictQC)
def test_shouldIncludeNonApplicableContexts():
goal = Pragmatic(False, "Root")
task = Task("T1")
context = Context("C1")
wrongContext = Context("C2")
current = []
qc = QualityConstraint(context, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
task.addApplicableContext(context)
task.setProvidedQuality(context, CommonMetrics.SECONDS, 13)
goal.addDependency(task)
goal.addNonapplicableContext(wrongContext)
goal.interp.addQualityConstraint(qc)
interp = Interpretation()
interp.addQualityConstraint(qc)
current.append(wrongContext)
assert PragmaticPlanning().isAchievable(goal, current, interp) is None
current.append(context)
assert PragmaticPlanning().isAchievable(goal, current, interp) is None
current.remove(wrongContext)
assert PragmaticPlanning().isAchievable(goal, current, interp)
assert PragmaticPlanning().isAchievable(goal, current, interp).getTasks()
assert 1 == len(goal.isAchievable(current, interp).getTasks())
def test_ApplicableDeps():
goal = Pragmatic(Decomposition.AND, "Root")
task = Task("T1")
context = Context("C1")
wrongContext = Context("C2")
qc = QualityConstraint(context, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
task.addApplicableContext(context)
task.setProvidedQuality(context, CommonMetrics.SECONDS, 13)
goal.addDependency(task)
goal.addApplicableContext(context)
goal.interp.addQualityConstraint(qc)
interp = Interpretation()
interp.addQualityConstraint(qc)
current = []
current.append(wrongContext)
assert PragmaticPlanning().isAchievable(goal, current, interp) is None
current.append(context)
assert len(goal.isAchievable(current, interp).getTasks()) == 1
def test_shouldBeUnachievable():
root = Goal(Decomposition.AND, "root")
context1 = Context("c1")
context2 = Context("c2")
current = []
current.append(context1)
task1 = Task("T1")
task2 = Task("T2")
task1.addApplicableContext(context2)
task2.addApplicableContext(context2)
root.addDependency(task1)
root.addDependency(task2)
deps = []
deps.append(task1)
deps.append(task2)
plan = PragmaticPlanning().isAchievable(root, current, None)
assert plan is None
def test_shouldSelectStricterConstraint():
lessStrictQC = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
moreStrictQC = QualityConstraint(Context("C2"), CommonMetrics.SECONDS, 10,
Comparison.LESS_THAN)
assert moreStrictQC is lessStrictQC.stricterQC(moreStrictQC)
assert moreStrictQC is moreStrictQC.stricterQC(lessStrictQC)
def test_shouldAddSeveralContextsAtOnce():
context1 = Context("C1")
context2 = Context("C2")
task = Task("T1")
assert task.applicableContext is None
task.addApplicableContext([context1, context2])
assert 2 == len(task.applicableContext)
def test_aNonApplicableRootGoalIsNotAchievable():
goal = Goal(Decomposition.AND, "G1")
current = Context("C1")
fullContext = []
qc = QualityConstraint(current, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
goal.addApplicableContext(Context("C2"))
interp = Interpretation()
interp.addQualityConstraint(qc)
assert PragmaticPlanning().isAchievable(goal, fullContext, interp) is None
def test_aGoalOrDecomposedWithTwoTasksMayNotBeAchievable():
goal = Goal(Decomposition.OR, "Root")
task1 = Task("T1")
task2 = Task("T2")
current = Context("C1")
fullContext = []
fullContext.append(current)
qc = QualityConstraint(current, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
task1.addApplicableContext(current)
task1.setProvidedQuality(current, CommonMetrics.SECONDS, 16)
task2.addApplicableContext(current)
task2.setProvidedQuality(current, CommonMetrics.SECONDS, 17)
goal.addDependency(task1)
goal.addDependency(task2)
goal.addApplicableContext(current)
interp = Interpretation()
interp.addQualityConstraint(qc)
plan = PragmaticPlanning().isAchievable(goal, fullContext, interp)
assert goal.decomposition is Decomposition.OR
assert plan is None
def test_getApplicableQC():
goal = Pragmatic(Decomposition.AND, "Root")
task = Task("T1")
context = Context("C1")
anotherContext = Context("C2")
fullContext = []
qc = QualityConstraint(context, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
stricter = QualityConstraint(
anotherContext, CommonMetrics.SECONDS, 10, Comparison.LESS_OR_EQUAL_TO)
task.setProvidedQuality(context, CommonMetrics.SECONDS, 13)
goal.addDependency(task)
goal.addApplicableContext(context)
goal.interp.addQualityConstraint(qc)
goal.interp.addQualityConstraint(stricter)
fullContext.append(context)
assert stricter not in goal.interp.getQualityConstraints(
fullContext)
plan = PragmaticPlanning().isAchievable(goal, fullContext, goal.interp)
assert len(plan.getTasks()) == 1
fullContext.append(anotherContext)
assert qc in goal.interp.getQualityConstraints(
fullContext)
assert stricter in goal.interp.getQualityConstraints(
fullContext)
assert PragmaticPlanning().isAchievable(goal, fullContext, goal.interp) is None
fullContext.remove(context)
assert qc not in goal.interp.getQualityConstraints(
fullContext)
assert stricter in goal.interp.getQualityConstraints(
fullContext)
def test_context_gen():
c1 = Context("c1")
c2 = Context("c2")
generator = ContextGenerator([c1, c2])
generatorIter = iter(generator)
assert [] == next(generatorIter)
lastContext = None
numberOfContexts = 0
for context in generatorIter:
lastContext = context
numberOfContexts = numberOfContexts + 1
assert lastContext == [c1, c2]
assert numberOfContexts == 4
def text_shouldProvideMetricForBaseline():
task = Task("t1")
current = Context("C1")
fullContext = []
fullContext.append(current)
task.setProvidedQuality(None, MpersMetrics.METERS, 30.0)
assert 30.0 == PragmaticPlanning().myProvidedQuality(
task, MpersMetrics.METERS, fullContext)
def test_shouldBeNotApplicable():
goal = Goal(Decomposition.AND, "G1")
task = Task("T1")
delegation = Delegation("D1")
context = Context("C1")
task.addApplicableContext(context)
goal.addApplicableContext(context)
delegation.addApplicableContext(context)
wrongContext = Context("C2")
fullContext = []
fullContext.append(wrongContext)
assert False is PragmaticPlanning().isApplicable(goal, fullContext)
assert False is PragmaticPlanning().isApplicable(task, fullContext)
assert False is PragmaticPlanning().isApplicable(delegation, fullContext)
def test_OnlyBaselineDefined():
task = Task("T1")
baseline = Context(None)
fullContext = []
fullContext.append(baseline)
task.setProvidedQuality(baseline, MpersMetrics.METERS, 50.0)
assert 50.0 == PragmaticPlanning().myProvidedQuality(
task, MpersMetrics.METERS, fullContext)
def test_shouldProvideCorrectValueForMetric():
task = Task("T1")
currentContext = Context("C1")
fullContext = []
fullContext.append(currentContext)
task.setProvidedQuality(currentContext, MpersMetrics.METERS, 30)
assert 30 == PragmaticPlanning().myProvidedQuality(task,
MpersMetrics.METERS,
fullContext)
def metricNotFound():
task = Task("T1")
currentContext = Context("C1")
fullContext = []
fullContext.append(currentContext)
task.setProvidedQuality(currentContext, MpersMetrics.METERS, 30.0)
result = PragmaticPlanning().myProvidedQuality(task, MpersMetrics.SECONDS,
fullContext)
assert result is None
def test_shouldGetDifferentQualityConstraintsForDifferentContexts():
aContext = Context("c1")
anotherContext = Context("c2")
aQC = QualityConstraint(aContext, CommonMetrics.METERS, 30,
Comparison.LESS_OR_EQUAL_TO)
anotherQC = QualityConstraint(anotherContext, CommonMetrics.METERS, 60,
Comparison.LESS_OR_EQUAL_TO)
goal = Pragmatic(Decomposition.AND, "G1")
goal.interp.addQualityConstraint(aQC)
goal.interp.addQualityConstraint(anotherQC)
fullContext = []
fullContext.append(aContext)
assert aQC in goal.interp.getQualityConstraints(fullContext)
anotherFullContext = []
anotherFullContext.append(anotherContext)
assert anotherQC in goal.interp.getQualityConstraints(anotherFullContext)
def test_shouldProvideSpecificContextMetric():
task = Task("T2")
currentContext = Context("C1")
baseline = None
fullContext = []
fullContext.append(currentContext)
fullContext.append(baseline)
task.setProvidedQuality(currentContext, MpersMetrics.METERS, 50)
task.setProvidedQuality(baseline, MpersMetrics.METERS, 30)
assert 50 == PragmaticPlanning().myProvidedQuality(task,
MpersMetrics.METERS,
fullContext)
def test_shouldGetBaselineQC():
goal = Pragmatic(Decomposition.AND, "Root")
context = Context("C1")
qc = QualityConstraint(context, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
baselineQC = QualityConstraint(
None, CommonMetrics.SECONDS, 10, Comparison.LESS_OR_EQUAL_TO)
goal.addApplicableContext(context)
goal.interp.addQualityConstraint(qc)
goal.interp.addQualityConstraint(baselineQC)
assert baselineQC in goal.interp.getQualityConstraints([None])
def aTaskMayNotBeAchievable():
task = Task("T1")
current = Context("C1")
fullContext = []
fullContext.append(current)
qc = QualityConstraint(current, CommonMetrics.SECONDS, 15, Comparison.LESS_OR_EQUAL_TO)
task.addApplicableContext(current)
task.setProvidedQuality(current, CommonMetrics.SECONDS, 16)
interp = Interpretation()
interp.addQualityConstraint(qc)
assert PragmaticPlanning().isAchievable(task, fullContext, interp) is None
def test_aTaskShouldBeAchievable():
task = Task("T1")
currentContext = Context("C1")
fullContext = []
fullContext.append(currentContext)
qc = QualityConstraint(
currentContext, CommonMetrics.SECONDS, 15, Comparison.LESS_OR_EQUAL_TO)
task.addApplicableContext(currentContext)
task.setProvidedQuality(currentContext, CommonMetrics.SECONDS, 12)
interp = Interpretation()
interp.addQualityConstraint(qc)
assert task in PragmaticPlanning().isAchievableTask(task,
fullContext, interp).getTasks()
def test_shouldBeAchievable():
root = Goal(Decomposition.AND, "root")
context = Context("c1")
current = []
current.append(context)
task1 = Task("t1")
task2 = Task("t2")
task1.addApplicableContext(context)
root.addDependency(task1)
root.addDependency(task2)
plan = PragmaticPlanning().isAchievable(root, current, None)
assert plan
assert task2 in plan.getTasks()
def test_aGoalWithATaskMayBeAchievable():
goal = Goal(Decomposition.AND, "Root")
task = Task("T1")
current = Context("C1")
fullContext = []
fullContext.append(current)
qc = QualityConstraint(current, CommonMetrics.SECONDS,
15, Comparison.LESS_OR_EQUAL_TO)
interp = Interpretation()
interp.addQualityConstraint(qc)
task.addApplicableContext(current)
task.setProvidedQuality(current, CommonMetrics.SECONDS, 13)
goal.addDependency(task)
goal.addApplicableContext(current)
plan = PragmaticPlanning().isAchievable(goal, fullContext, interp)
assert len(plan.getTasks()) == 1
def test_shouldGetApplicableDependencies():
root = Goal(Decomposition.AND, "root")
context = Context("c1")
current = []
current.append(context)
task = Task("t1")
goal = Goal(Decomposition.AND, "g1")
delegation = Delegation("D1")
task.addApplicableContext(context)
root.addDependency(task)
root.addDependency(goal)
root.addDependency(delegation)
deps = []
deps.append(task)
assert 1 == len(deps)
assert task in deps
def test_shouldGetCorrectContexts():
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
Context("C1") is qc.getApplicableContext()
def shouldAbideByQcIfMetricIsNotAffected():
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
assert True is qc.abidesByQC(15, CommonMetrics.METERS)
class MpersContexts():
# Contexts
c1 = Context("c1")
c2 = Context("c2")
c3 = Context("c3")
c4 = Context("c4")
c5 = Context("c5")
c6 = Context("c6")
c7 = Context("c7")
c8 = Context("c8")
c9 = Context("c9")
c10 = Context("c10")
c11 = Context("c11")
c12 = Context("c12")
def shouldCorrectlyCompareMetrics():
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
assert True is qc.abidesByQC(14, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_OR_EQUAL_TO)
assert True is qc.abidesByQC(14, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_OR_EQUAL_TO)
assert True is qc.abidesByQC(15, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.EQUAL_TO)
assert True is qc.abidesByQC(15, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.GREATER_OR_EQUAL_TO)
assert True is qc.abidesByQC(15, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.GREATER_OR_EQUAL_TO)
assert True is qc.abidesByQC(16, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.GREATER_THAN)
assert True is qc.abidesByQC(16, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
assert False is qc.abidesByQC(16, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_OR_EQUAL_TO)
assert False is qc.abidesByQC(16, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.EQUAL_TO)
assert False is qc.abidesByQC(16, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.GREATER_OR_EQUAL_TO)
assert False is qc.abidesByQC(14, CommonMetrics.SECONDS)
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.GREATER_THAN)
assert False is qc.abidesByQC(14, CommonMetrics.SECONDS)
from goald.quality.common.model.decomposition import Decomposition
from goald.quality.common.model.task import Task
from goald.quality.common.model.metric import Metric
from goald.quality.common.model.quality_constraint import QualityConstraint
from goald.quality.common.model.comparison import Comparison
from goald.quality.common.model.interpretation import Interpretation
from tests.utils.assert_util import assertPlan
from tests.test_data.mpers_metric import MpersMetrics
from tests.test_data.mpers_model import MpersModel
from goald.quality.planning.pragmatic.pragmatic import Pragmatic
from goald.quality.planning.optimized_planning import Planning
import pytest
# Contexts
c1 = Context("c1")
c2 = Context("c2")
c3 = Context("c3")
c4 = Context("c4")
task1 = Task("task1")
task2 = Task("task2")
task3 = Task("task3")
task4 = Task("task4")
task2.addApplicableContext(c2)
task1.setProvidedQuality(None, MpersMetrics.SECONDS, 80)
task2.setProvidedQuality(None, MpersMetrics.SECONDS, 60)
task3.setProvidedQuality(None, MpersMetrics.SECONDS, 100)
task4.setProvidedQuality(None, MpersMetrics.SECONDS, 200)
def test_shouldBeBetterThan():
qc = QualityConstraint(Context("C1"), CommonMetrics.SECONDS, 15,
Comparison.LESS_THAN)
assert True is qc.abidesByQC(13, CommonMetrics.SECONDS)
assert False is qc.abidesByQC(16, CommonMetrics.SECONDS)