def test_vector_space_wrapper_filter():
wrap = VectorSpaceWrapper(frame=TEST_FRAME)
wrap.load()
ok_('/c/pl/kombinacja' in wrap.similar_terms('/c/en/nordic_combined', filter='/c/pl',
limit=1).index)
ok_('/c/en/present' in wrap.similar_terms('/c/en/gift', filter='/c/en/present', limit=1).index)
def test_similar_terms_filter():
vectors = VectorSpaceWrapper(frame=TEST_FRAME)
vectors.load()
ok_('/c/pl/kombinacja' in vectors.similar_terms(
'/c/en/nordic_combined', filter='/c/pl', limit=1).index)
ok_('/c/en/present' in vectors.similar_terms(
'/c/en/gift', filter='/c/en/present', limit=1).index)
def test_similar_terms_filter(multi_ling_frame):
vectors = VectorSpaceWrapper(frame=multi_ling_frame)
vectors.load()
assert ('/c/pl/kombinacja'
in vectors.similar_terms('/c/en/nordic_combined',
filter='/c/pl',
limit=1).index)
assert ('/c/en/present' in vectors.similar_terms('/c/en/gift',
filter='/c/en/present',
limit=1).index)
def test_similar_terms():
"""
Check if VectorSpaceWrapper's index is sorted and its elements are concepts.
"""
vectors = VectorSpaceWrapper(frame=TEST_FRAME)
vectors.load()
ok_('/c/en/figure skating' in vectors.similar_terms('/c/en/figure skating',
limit=3).index)
ok_('/c/en/figure skater' in vectors.similar_terms('/c/en/figure skating',
limit=3).index)
ok_('/c/en/figure' in vectors.similar_terms('/c/en/figure skating',
limit=3).index)
def test_similar_terms(simple_frame):
"""
Check if VectorSpaceWrapper's index is sorted and its elements are concepts.
"""
vectors = VectorSpaceWrapper(frame=simple_frame)
vectors.load()
assert ('/c/en/figure skating'
in vectors.similar_terms('/c/en/figure skating', limit=3).index)
assert ('/c/en/figure skater'
in vectors.similar_terms('/c/en/figure skating', limit=3).index)
assert ('/c/en/figure' in vectors.similar_terms('/c/en/figure skating',
limit=3).index)
def test_similar_terms_filter():
vectors = VectorSpaceWrapper(frame=TEST_FRAME)
vectors.load()
ok_(
'/c/pl/kombinacja'
in vectors.similar_terms('/c/en/nordic_combined', filter='/c/pl', limit=1).index
)
ok_(
'/c/en/present'
in vectors.similar_terms('/c/en/gift', filter='/c/en/present', limit=1).index
)
def test_similar_terms():
"""
Check if VectorSpaceWrapper's index is sorted and its elements are concepts.
"""
vectors = VectorSpaceWrapper(frame=TEST_FRAME)
vectors.load()
ok_(
'/c/en/figure skating'
in vectors.similar_terms('/c/en/figure skating', limit=3).index
)
ok_(
'/c/en/figure skater'
in vectors.similar_terms('/c/en/figure skating', limit=3).index
)
ok_('/c/en/figure' in vectors.similar_terms('/c/en/figure skating', limit=3).index)
def test_missing_language():
vectors = VectorSpaceWrapper(frame=TEST_FRAME)
vectors.load()
# The frame contains no Esperanto, of course, so the out-of-vocabulary
# mechanism will fail. We should simply get no results, not crash.
similarity = vectors.similar_terms('/c/eo/ekzemplo')
eq_(len(similarity), 0)
def test_missing_language():
vectors = VectorSpaceWrapper(frame=TEST_FRAME)
vectors.load()
# The frame contains no Esperanto, of course, so the out-of-vocabulary
# mechanism will fail. We should simply get no results, not crash.
similarity = vectors.similar_terms('/c/eo/ekzemplo')
eq_(len(similarity), 0)
def test_vector_space_wrapper():
"""
Check if VectorSpaceWrapper's index is sorted and its elements are concepts.
"""
wrap = VectorSpaceWrapper(frame=TEST_FRAME)
wrap.load()
ok_(all(is_term(label) for label in wrap.frame.index))
ok_(wrap.frame.index.is_monotonic_increasing)
# test there are no transformations to raw terms other than adding the english tag
ok_('/c/en/figure skater' in wrap.frame.index) # no underscore
ok_('/c/en/Island' in wrap.frame.index) # no case folding
# test index_prefix_range
ok_(wrap.index_prefix_range('/c/en/figure') == (3, 6))
ok_(wrap.index_prefix_range('/c/en/skating') == (0, 0))
# test_similar_terms
ok_('/c/en/figure skating' in wrap.similar_terms('/c/en/figure skating', limit=3).index)
ok_('/c/en/figure skater' in wrap.similar_terms('/c/en/figure skating', limit=3).index)
ok_('/c/en/figure' in wrap.similar_terms('/c/en/figure skating', limit=3).index)