Mercurial > code > home > repos > homeauto
view service/mqtt_to_rdf/inference_test.py @ 1589:5c1055be3c36
WIP more debugging, working towards bnode-matching support
author | drewp@bigasterisk.com |
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date | Thu, 02 Sep 2021 13:39:27 -0700 |
parents | 0757fafbfdab |
children | 327202020892 |
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""" also see https://github.com/w3c/N3/tree/master/tests/N3Tests """ import unittest from rdflib import ConjunctiveGraph, Namespace, Graph from rdflib.parser import StringInputSource from inference import Inference ROOM = Namespace('http://projects.bigasterisk.com/room/') def N3(txt: str): g = ConjunctiveGraph() prefix = """ @prefix : <http://example.com/> . @prefix room: <http://projects.bigasterisk.com/room/> . @prefix math: <http://www.w3.org/2000/10/swap/math#> . """ g.parse(StringInputSource((prefix + txt).encode('utf8')), format='n3') return g def makeInferenceWithRules(n3): inf = Inference() inf.setRules(N3(n3)) return inf class WithGraphEqual(unittest.TestCase): def assertGraphEqual(self, g: Graph, expected: Graph): stmts1 = list(g.triples((None, None, None))) stmts2 = list(expected.triples((None, None, None))) self.assertCountEqual(stmts1, stmts2) class TestInferenceWithoutVars(WithGraphEqual): def testEmitNothing(self): inf = makeInferenceWithRules("") implied = inf.infer(N3(":a :b :c .")) self.assertEqual(len(implied), 0) def testSimple(self): inf = makeInferenceWithRules("{ :a :b :c . } => { :a :b :new . } .") implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(":a :b :new .")) def testTwoRounds(self): inf = makeInferenceWithRules(""" { :a :b :c . } => { :a :b :new1 . } . { :a :b :new1 . } => { :a :b :new2 . } . """) implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(":a :b :new1, :new2 .")) class TestInferenceWithVars(WithGraphEqual): def testVarInSubject(self): inf = makeInferenceWithRules("{ ?x :b :c . } => { :new :stmt ?x } .") implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(":new :stmt :a .")) def testVarInObject(self): inf = makeInferenceWithRules("{ :a :b ?x . } => { :new :stmt ?x } .") implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(":new :stmt :c .")) def testVarMatchesTwice(self): inf = makeInferenceWithRules("{ :a :b ?x . } => { :new :stmt ?x } .") implied = inf.infer(N3(":a :b :c, :d .")) self.assertGraphEqual(implied, N3(":new :stmt :c, :d .")) def testTwoRulesApplyIndependently(self): inf = makeInferenceWithRules(""" { :a :b ?x . } => { :new :stmt ?x . } . { :d :e ?y . } => { :new :stmt2 ?y . } . """) implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(""" :new :stmt :c . """)) implied = inf.infer(N3(":a :b :c . :d :e :f .")) self.assertGraphEqual(implied, N3(""" :new :stmt :c . :new :stmt2 :f . """)) def testOneRuleActivatesAnother(self): inf = makeInferenceWithRules(""" { :a :b ?x . } => { :new :stmt ?x . } . { ?y :stmt ?z . } => { :new :stmt2 ?y . } . """) implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(""" :new :stmt :c . :new :stmt2 :new . """)) def testVarLinksTwoStatements(self): inf = makeInferenceWithRules("{ :a :b ?x . :d :e ?x } => { :new :stmt ?x } .") implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3("")) implied = inf.infer(N3(":a :b :c . :d :e :f .")) self.assertGraphEqual(implied, N3("")) implied = inf.infer(N3(":a :b :c . :d :e :c .")) self.assertGraphEqual(implied, N3(":new :stmt :c .")) def testRuleMatchesStaticStatement(self): inf = makeInferenceWithRules("{ :a :b ?x . :a :b :c . } => { :new :stmt ?x } .") implied = inf.infer(N3(":a :b :c .")) self.assertGraphEqual(implied, N3(":new :stmt :c .")) class TestBnodeMatching(WithGraphEqual): def test1(self): inf = makeInferenceWithRules("{ [ :a :b ] . } => { :new :stmt :here } .") implied = inf.infer(N3("[ :a :b ] .")) self.assertGraphEqual(implied, N3(":new :stmt :here .")) class TestInferenceWithMathFunctions(WithGraphEqual): def testBoolFilter(self): inf = makeInferenceWithRules("{ :a :b ?x . ?x math:greaterThan 5 } => { :new :stmt ?x } .") self.assertGraphEqual(inf.infer(N3(":a :b 3 .")), N3("")) self.assertGraphEqual(inf.infer(N3(":a :b 5 .")), N3("")) self.assertGraphEqual(inf.infer(N3(":a :b 6 .")), N3(":new :stmt 6 .")) # def testStatementGeneratingRule(self): # inf = makeInferenceWithRules("{ :a :b ?x . (?x 1) math:sum ?y } => { :new :stmt ?y } .") # self.assertGraphEqual(inf.infer(N3(":a :b 3 .")), N3(":new :stmt 4 .")) class TestInferenceWithCustomFunctions(WithGraphEqual): def testAsFarenheit(self): inf = makeInferenceWithRules("{ :a :b ?x . ?x room:asFarenheit ?f } => { :new :stmt ?f } .") self.assertGraphEqual(inf.infer(N3(":a :b 12 .")), N3(":new :stmt 53.6 ."))