def set_value_from_selection(self, doc: Document, value: str):
if self.field_type == FieldType.FIELD_TYPE_CONCRETE_STRING:
doc.__setattr__(self.field, value)
elif self.field_type == FieldType.FIELD_TYPE_CONCRETE_FLOAT:
try:
doc.__setattr__(self.field, float(value))
except ValueError:
nums = list(extractors.find_numbers(value)) if value else None
doc.__setattr__(self.field, nums[0] if nums else None)
elif self.field_type == FieldType.FIELD_TYPE_CONCRETE_INTEGER:
try:
doc.__setattr__(self.field, int(value))
except ValueError:
nums = list(extractors.find_numbers(value)) if value else None
doc.__setattr__(self.field, nums[0] if nums else None)
elif self.field_type == FieldType.FIELD_TYPE_CONCRETE_DATE:
d = dateparser.parse(value) if value else None
if d:
doc.__setattr__(self.field, d)
else:
dates = list(get_dates(value)) if value else None
doc.__setattr__(self.field, dates[0] if dates else None)
return doc.__getattribute__(self.field)
select=r'shall\s+(?:end).*\d.*',
process_selected=lambda sentence, match: get_dates(match),
fill_fields=lambda sentence, dates:
{'expiration_date': dates[0]}),
FieldDetector(
select=r'expiration\s+date.*\d.*',
process_selected=lambda sentence, match: get_dates(match),
fill_fields=lambda sentence, dates:
{'expiration_date': dates[0]}),
]),
FieldConfig(
LeaseDocument, 'area_size_sq_ft', 'Area Size (sq. ft.)',
FieldType.FIELD_TYPE_CONCRETE_FLOAT, [
FieldDetector(
select=r'(?:premises|property)(.*?)\s+square\s+(?:foot|feet)',
process_selected=lambda sentence, match: find_numbers(match),
fill_fields=lambda sentence, numbers:
{'area_square_feet__list': list(numbers)[-1]}),
FieldDetector(
select=r'(?:premises|property)(.*?)\s+acres?',
process_selected=lambda sentence, match: find_numbers(match),
fill_fields=lambda sentence, numbers:
{'area_square_feet__list': 43560 * list(numbers)[-1]}),
FieldDetector(
select=r'(.*?)\s+square\s+(?:foot|feet).+(?:premises|property)',
process_selected=lambda sentence, match: find_numbers(match),
fill_fields=lambda sentence, numbers:
{'area_square_feet__list': list(numbers)[-1]}),
FieldDetector(
select=r'(.*?)\s+acres?.+(?:premises|property)',
process_selected=lambda sentence, match: find_numbers(match),
