def generate_random(self, generated_randgens=None):
if generated_randgens is None:
generated_randgens = dict()
if self.randgen is not None and self.randgen in generated_randgens:
if generated_randgens[self.randgen]:
pass # Must be generated
else:
return Example() # Cannot be generated
elif self.randgen is not None:
if randint(0, 99) >= self.percentgen:
# Don't generated this randgen
generated_randgens[self.randgen] = False
return Example()
else:
# Generate this randgen
generated_randgens[self.randgen] = True
# Generate the string according to the parameters of the object
generated_str = self.words
if self.casegen:
generated_str = randomly_change_case(generated_str)
if self.leading_space and may_get_leading_space(generated_str):
generated_str = ' ' + generated_str
return Example(generated_str)
def generate_all(self):
self.check_casegen()
generated_examples = []
if self.randgen is not None:
generated_examples.append(Example())
intents = self.parser.get_definition(self.name, UnitType.intent) \
.generate_all(self.variation_name, self.arg_value)
generated_examples.extend(intents)
if self.leading_space:
for (i, ex) in enumerate(generated_examples):
if may_get_leading_space(ex.text):
generated_examples[i].text = ' ' + ex.text
if self.casegen:
tmp_buffer = []
for ex in generated_examples:
if may_change_leading_case(ex.text):
tmp_buffer.append(Example(with_leading_lower(ex.text), ex.entities))
tmp_buffer.append(Example(with_leading_upper(ex.text), ex.entities))
else:
tmp_buffer.append(ex)
generated_examples = tmp_buffer
return generated_examples
def generate_random(self, generated_randgens=None):
if generated_randgens is None:
generated_randgens = dict()
self.check_casegen()
# Manage randgen
if self.randgen is not None and self.randgen in generated_randgens:
if generated_randgens[self.randgen]:
pass # Must be generated
else:
return Example() # Cannot be generated
elif self.randgen is not None:
if randint(0, 99) >= self.percentgen:
# Don't generated this randgen
if self.randgen != "":
generated_randgens[self.randgen] = False
return Example()
elif self.randgen != "":
# Generate this randgen
generated_randgens[self.randgen] = True
generated_example = self.parser.get_definition(self.name, UnitType.intent) \
.generate_random(self.variation_name, self.arg_value)
if self.casegen:
generated_example.text = \
randomly_change_case(generated_example.text)
if self.leading_space and may_get_leading_space(generated_example.text):
generated_example.text = ' ' + generated_example.text
return generated_example
def generate_random(self, generated_randgens=None):
if generated_randgens is None:
generated_randgens = dict()
self.check_casegen()
# Manage randgen
if self.randgen:
return Example()
if len(self.choices) <= 0:
return Example()
choice = choose(self.choices)
generated_example = Example()
for token in choice:
generated_token = token.generate_random(generated_randgens)
generated_example.text += generated_token.text
generated_example.entities.extend(generated_token.entities)
if self.casegen:
generated_example.text = randomly_change_case(
generated_example.text)
if self.leading_space and may_get_leading_space(
generated_example.text):
generated_example.text = ' ' + generated_example.text
return generated_example
def generate_all(self):
generated_examples = []
if self.randgen is not None:
generated_examples.append("")
if self.casegen:
generated_examples.append(with_leading_lower(self.words))
generated_examples.append(with_leading_upper(self.words))
else:
generated_examples.append(self.words)
if self.leading_space:
for (i, ex) in enumerate(generated_examples):
if may_get_leading_space(ex):
generated_examples[i] = ' ' + ex
result = [Example(ex) for ex in generated_examples]
return result
def generate_all(self):
self.check_casegen()
generated_examples = []
if self.randgen:
generated_examples.append(Example())
for choice in self.choices:
current_examples = []
for token in choice:
current_token_all_generations = token.generate_all()
if len(current_examples) <= 0:
current_examples = [
gen for gen in current_token_all_generations
]
else:
current_examples = [
Example(partial_example.text + gen.text,
partial_example.entities + gen.entities)
for partial_example in current_examples
for gen in current_token_all_generations
]
generated_examples.extend(current_examples)
if self.leading_space:
for (i, ex) in enumerate(generated_examples):
if may_get_leading_space(ex.text):
generated_examples[i].text = ' ' + ex.text
if self.casegen:
tmp_buffer = []
for ex in generated_examples:
tmp_buffer.append(
Example(with_leading_lower(ex.text), ex.entities))
tmp_buffer.append(
Example(with_leading_upper(ex.text), ex.entities))
return generated_examples
def test_may(self):
strings = ["word", "Capitalized", "several words", "UPPER CASE"]
for s in strings:
assert may_get_leading_space(s)
def test_may_not(self):
strings = [" !", " 42", " \t(test)", " ~[alias]", " // comment", " "]
for s in strings:
assert not may_get_leading_space(s)
def test_empty(self):
assert not may_get_leading_space("")