def test_awe_1_to_many_default():
"""
As previous test, but with defaults
"""
ont = Ontology()
lexmap = LexicalMapEngine(
config={
'cardinality_weights': [{
'cardinality': 'm1',
'weights': [1.0, -1.0, -2.0, 0.0]
}]
})
ont.add_node('X:1', 'foo 1')
ont.add_node('Y:1a', 'foo 1a')
ont.add_synonym(Synonym('Y:1a', val='foo 1', pred='hasRelatedSynonym'))
ont.add_node('Y:1b', 'foo 1b')
ont.add_synonym(Synonym('Y:1b', val='foo 1', pred='hasExactSynonym'))
lexmap.index_ontology(ont)
xg = lexmap.get_xref_graph()
df = lexmap.as_dataframe(xg)
print(df.to_csv(sep="\t"))
P = lexmap.weighted_axioms('X:1', 'Y:1a', xg)
logging.info('P={}'.format(P))
assert P[0] < P[1]
assert P[1] > P[2]
def test_awe_scope_map():
"""
Text axiom weight estimation, syn scopes
"""
ont = Ontology()
assert ont.nodes() == []
lexmap = LexicalMapEngine()
ont.add_node('X:1', 'x1')
ont.add_node('Y:1', 'y1')
ont.add_node('Z:1', 'z1')
ont.add_synonym(Synonym('X:1', val='related', pred='hasRelatedSynonym'))
ont.add_synonym(Synonym('Y:1', val='related', pred='hasRelatedSynonym'))
ont.add_synonym(Synonym('Y:1', val='exact', pred='hasExactSynonym'))
ont.add_synonym(Synonym('Z:1', val='exact', pred='hasExactSynonym'))
lexmap.index_ontology(ont)
xg = lexmap.get_xref_graph()
df = lexmap.as_dataframe(xg)
print(df.to_csv(sep="\t"))
P_XY = lexmap.weighted_axioms('X:1', 'Y:1', xg)
P_YZ = lexmap.weighted_axioms('Y:1', 'Z:1', xg)
logging.info('P_XY={} P_XZ={}'.format(P_XY, P_YZ))
assert P_XY[2] > P_XY[0]
assert P_XY[2] > P_XY[1]
assert P_XY[2] > P_XY[3]
assert P_XY[2] < P_YZ[2]
def test_awe_1_to_many_flat():
"""
Text axiom weight estimation, for a 1-to-many situation, where the many are not inter-related
"""
ont = Ontology()
lexmap = LexicalMapEngine(
config={
'cardinality_weights': [{
'prefix1': 'X',
'prefix2': 'Y',
'cardinality': '1m',
'weights': [-1.0, 1.0, -2.0, 0.0]
}]
})
ont.add_node('X:1', 'foo 1')
ont.add_node('Y:1a', 'foo 1a')
ont.add_synonym(Synonym('Y:1a', val='foo 1', pred='hasRelatedSynonym'))
ont.add_node('Y:1b', 'foo 1b')
ont.add_synonym(Synonym('Y:1b', val='foo 1', pred='hasExactSynonym'))
lexmap.index_ontology(ont)
xg = lexmap.get_xref_graph()
df = lexmap.as_dataframe(xg)
print(df.to_csv(sep="\t"))
P = lexmap.weighted_axioms('X:1', 'Y:1a', xg)
logging.info('P={}'.format(P))
assert P[0] < P[1]
assert P[1] > P[2]
def test_mutable():
"""
Test mutability of ontology class
"""
ont = Ontology()
ont.add_node('TEST:1', 'foo bar')
ont.add_node('TEST:2', 'bar foo')
ont.add_node('TEST:3', 'foo bar')
ont.add_node('TEST:4', 'wiz')
syn = Synonym('TEST:4', val='bar foo', pred='hasExactSynonym')
ont.add_synonym(syn)
w = GraphRenderer.create('obo')
w.write(ont)
for n in ont.nodes():
meta = ont._meta(n)
print('{} -> {}'.format(n, meta))
assert ont.label('TEST:1') == 'foo bar'
assert ont.synonyms('TEST:1') == []
assert ont.synonyms('TEST:4')[0].val == 'bar foo'
