def test_grammar(service_name):
print('Testing grammar for service \'{0}\'...'.format(service_name))
try:
grammar = get_grammar_for_service(service_name)
except ValueError as e:
print 'Error: {}'.format(e.args[0])
return
all_examples = parse_examples()
ex_total = 0
counter_ex_total = 0
hits = 0
misses = 0
for key, examples in all_examples.iteritems():
if key == service_name:
ex_total += len(examples)
for example in examples:
parse_tree = parse(example, grammar)
if parse_tree:
# pprint(parse_tree)
# print example
hits += 1
else:
print '>', example
else:
counter_ex_total += len(examples)
for counterexample in examples:
if parse(counterexample, grammar):
misses += 1
print 'X', counterexample
print('Success:\t\t{0}/{1}'.format(hits, ex_total))
print('False Positives:\t{0}/{1}'.format(misses, counter_ex_total))
def main():
examples = parse_examples()
services = {s: Heuristic(s) for s in get_all_service_names()}
step_size = float(FIRST_STEP_SIZE)
services_to_step = climbing(examples, services, int(step_size))
counter = 0
while len(services_to_step):
if step_size != 1.0:
step_size -= 0.5
counter += 1
sys.stdout.flush()
services_to_step = climbing(examples, services, int(step_size))
# Write to file after so many steps, that way we don't lose
# progress if we end early.
if counter == STEPS_BETWEEN_WRITES or not len(services_to_step):
counter = 0
for name, heuristic in services.iteritems():
fname = path.realpath(
path.join(
path.dirname(__file__),
'climbed_values',
name + '_climbed_values.txt'))
heuristic.write_to_file(fname)
print "Success! You did it! Hills have been climbed!"
def generate_summary(self, intent, object_, result):
data = {
'name': object_['name'].title(),
'title': object_['title'].title(),
'verb_phrase': verb_phrase_from_role(object_['role']),
'result': result
}
SUMMARY_TEMPLATES = {
('CREDITS', 'BOOLEAN_OF'): '{result}.',
('CREDITS', 'COUNT_OF'): '{name} {verb_phrase} {result} movies.',
('CREDITS', 'MOVIES_OF'): '{result}.',
('CREDITS', 'PEOPLE_OF'): '{result}.',
('MOVIES', 'YEAR_OF'): '{title} was in the year {result}.'
}
if intent in SUMMARY_TEMPLATES:
return SUMMARY_TEMPLATES[intent].format(**data)
if __name__ == "__main__":
from pal.test import parse_examples
examples = parse_examples()
i = 0
for example in examples['movie']:
if i > 10:
pass
i += 1
print example
print MovieService().go({'query': example})['summary']
print
def __init__(self):
self.examples = parse_examples()
super(HeuristicTestCase, self).__init__()
def __init__(self):
self.examples = parse_examples()
super(HeuristicTestCase, self).__init__()
data = {
'name': object_['name'].title(),
'title': object_['title'].title(),
'verb_phrase': verb_phrase_from_role(object_['role']),
'result': result
}
SUMMARY_TEMPLATES = {
('CREDITS', 'BOOLEAN_OF'): '{result}.',
('CREDITS', 'COUNT_OF'): '{name} {verb_phrase} {result} movies.',
('CREDITS', 'MOVIES_OF'): '{result}.',
('CREDITS', 'PEOPLE_OF'): '{result}.',
('MOVIES', 'YEAR_OF'): '{title} was in the year {result}.'
}
if intent in SUMMARY_TEMPLATES:
return SUMMARY_TEMPLATES[intent].format(**data)
if __name__ == "__main__":
from pal.test import parse_examples
examples = parse_examples()
i = 0
for example in examples['movie']:
if i > 10:
pass
i += 1
print example
print MovieService().go({
'query': example
})['summary']
print