def test_syntax_path():
string = "Line AB is perpendicular to CD."
tokens = string_to_tokens(string)
k = 5
syntax = create_syntax(tokens, k)
from_token = tokens[0]
to_token = tokens[5]
paths = get_syntax_paths(syntax, from_token, to_token)
print([len(path) for path in paths.values()])
syntax.syntax_trees[0].display_graph()
def test_syntax_path():
string = "Line AB is perpendicular to CD."
tokens = string_to_tokens(string)
k = 5
syntax = create_syntax(tokens, k)
from_token = tokens[0]
to_token = tokens[5]
paths = get_syntax_paths(syntax, from_token, to_token)
print([len(path) for path in paths.values()])
syntax.syntax_trees[0].display_graph()
def test_get_grounded_syntax_paths():
string = "Circle O has a radius of 5."
tokens = string_to_tokens(string)
syntax = create_syntax(tokens, 1)
grounded_syntax = get_grounded_syntax(syntax, ontology_semantics, geowordnet, 0.99)
circle = grounded_syntax.grounded_tokens[(0, 'circle')]
radius = grounded_syntax.grounded_tokens[(4, 'radiusOf')]
grounded_syntax_paths = get_grounded_syntax_paths(grounded_syntax, circle, radius)
ontology_paths = get_ontology_paths(grounded_syntax.basic_ontology, radius.ground.arg_types[0], circle.ground)
print(ontology_paths)
print(get_grounded_syntax_path_cost(grounded_syntax_paths[0]))
print(get_ontology_path_cost(ontology_paths[0]))
pprint(grounded_syntax_paths)
pprint(ontology_paths)
grounded_syntax.display_graphs()
def test_get_grounded_syntax_paths():
string = "Circle O has a radius of 5."
tokens = string_to_tokens(string)
syntax = create_syntax(tokens, 1)
grounded_syntax = get_grounded_syntax(syntax, ontology_semantics,
geowordnet, 0.99)
circle = grounded_syntax.grounded_tokens[(0, 'circle')]
radius = grounded_syntax.grounded_tokens[(4, 'radiusOf')]
grounded_syntax_paths = get_grounded_syntax_paths(grounded_syntax, circle,
radius)
ontology_paths = get_ontology_paths(grounded_syntax.basic_ontology,
radius.ground.arg_types[0],
circle.ground)
print(ontology_paths)
print(get_grounded_syntax_path_cost(grounded_syntax_paths[0]))
print(get_ontology_path_cost(ontology_paths[0]))
pprint(grounded_syntax_paths)
pprint(ontology_paths)
grounded_syntax.display_graphs()
def test_trees():
root_path = "/Users/minjoon/Desktop/questions2"
if not os.path.exists(root_path):
os.mkdir(root_path)
k = 300
numbers = [26, 28]
questions = geoserver_interface.download_questions(numbers)
for pk, question in questions.iteritems():
folder_name = get_number_string(pk, 4)
question_path = os.path.join(root_path, folder_name)
if not os.path.exists(question_path):
os.mkdir(question_path)
lexical_parses = get_lexical_parses(question.text)
for idx, lexical_parse in enumerate(lexical_parses):
sentence_folder_name = get_number_string(idx, 2)
sentence_path = os.path.join(question_path, sentence_folder_name)
if not os.path.exists(sentence_path):
os.mkdir(sentence_path)
syntax = create_syntax(lexical_parse.tokens, k)
syntax.save_graphs(sentence_path)
print(pk, idx)
def test_trees():
root_path = "/Users/minjoon/Desktop/questions2"
if not os.path.exists(root_path):
os.mkdir(root_path)
k = 300
numbers = [26, 28]
questions = geoserver_interface.download_questions(numbers)
for pk, question in questions.iteritems():
folder_name = get_number_string(pk, 4)
question_path = os.path.join(root_path, folder_name)
if not os.path.exists(question_path):
os.mkdir(question_path)
lexical_parses = get_lexical_parses(question.text)
for idx, lexical_parse in enumerate(lexical_parses):
sentence_folder_name = get_number_string(idx, 2)
sentence_path = os.path.join(question_path, sentence_folder_name)
if not os.path.exists(sentence_path):
os.mkdir(sentence_path)
syntax = create_syntax(lexical_parse.tokens, k)
syntax.save_graphs(sentence_path)
print(pk, idx)
def test_get_semantic_trees():
string = "Circle O has a radius of 5."
tokens = string_to_tokens(string)
print("Tokens initalized.")
syntax = create_syntax(tokens, 10)
syntax.display_graphs()
print("Syntax initialized.")
threshold = 0.99
grounded_syntax = get_grounded_syntax(syntax, ontology_semantics, geowordnet, threshold)
print("Grounded syntax initialized.")
semantic_forest = get_semantic_forest(grounded_syntax, 3, 3)
print("Forest initialized.")
truth = grounded_syntax.basic_ontology.types['truth']
qnumber = grounded_syntax.basic_ontology.types['uNumber']
semantic_trees = get_semantic_trees(semantic_forest, truth)
grounded_syntax.display_graphs()
semantic_forest.display_graph()
print(len(semantic_trees))
for semantic_tree in semantic_trees.values():
print(get_semantic_tree_cost(semantic_tree))
print(semantic_tree.formula)
semantic_tree.display_graph()
def test_get_semantic_trees():
string = "Circle O has a radius of 5."
tokens = string_to_tokens(string)
print("Tokens initalized.")
syntax = create_syntax(tokens, 10)
syntax.display_graphs()
print("Syntax initialized.")
threshold = 0.99
grounded_syntax = get_grounded_syntax(syntax, ontology_semantics,
geowordnet, threshold)
print("Grounded syntax initialized.")
semantic_forest = get_semantic_forest(grounded_syntax, 3, 3)
print("Forest initialized.")
truth = grounded_syntax.basic_ontology.types['truth']
qnumber = grounded_syntax.basic_ontology.types['uNumber']
semantic_trees = get_semantic_trees(semantic_forest, truth)
grounded_syntax.display_graphs()
semantic_forest.display_graph()
print(len(semantic_trees))
for semantic_tree in semantic_trees.values():
print(get_semantic_tree_cost(semantic_tree))
print(semantic_tree.formula)
semantic_tree.display_graph()
def test_create_syntax():
string = "Line AB is perpendicular to CD."
tokens = string_to_tokens(string)
k = 5
syntax = create_syntax(tokens, k)
syntax.display_graphs()
def test_create_syntax():
string = "Line AB is perpendicular to CD."
tokens = string_to_tokens(string)
k = 5
syntax = create_syntax(tokens, k)
syntax.display_graphs()