def __init__(self, entity_name, language=ENGLISH_LANG):
"""Initializes a NumberDetector object
Args:
entity_name: A string by which the detected numbers would be replaced with on calling detect_entity()
language (str, optional): language code of number text, defaults to 'en'
"""
# assigning values to superclass attributes
self._supported_languages = self.get_supported_languages()
super(NumberDetector, self).__init__(language)
self.entity_name = entity_name
self.text = ''
self.tagged_text = ''
self.processed_text = ''
self.number = []
self.original_number_text = []
self.tag = '__' + self.entity_name + '__'
self.min_digit = 1
self.max_digit = 6
self.language = language
try:
number_detector_module = importlib.import_module(
'ner_v2.detectors.numeral.number.{0}.number_detection'.format(
self.language))
self.language_number_detector = number_detector_module.NumberDetector(
entity_name=self.entity_name)
except ImportError:
standard_number_regex = importlib.import_module(
'ner_v2.detectors.numeral.number.standard_number_detector')
self.language_number_detector = standard_number_regex.NumberDetector(
entity_name=self.entity_name,
data_directory_path=get_lang_data_path(
detector_path=os.path.abspath(__file__),
lang_code=self.language))
def __init__(self,
entity_name,
timezone='UTC',
range_enabled=False,
form_check=False,
language=ENGLISH_LANG):
"""Initializes a TimeDetector object with given entity_name and timezone
Args:
entity_name (str): A string by which the detected time stamp substrings would be replaced with on calling
detect_entity()
timezone (str): timezone identifier string that is used to create a pytz timezone object
default is UTC
range_enabled (bool): whether time range needs to be detected
form_check (bool): Optional, boolean set to False, used when passed text is a form type message
language (str): ISO 639 code for language of entities to be detected by the instance of this
class
"""
# assigning values to superclass attributes
self._supported_languages = self.get_supported_languages()
super(TimeDetector, self).__init__(language=language)
self.entity_name = entity_name
self.text = ''
self.departure_flag = False
self.return_flag = False
self.tagged_text = ''
self.processed_text = ''
self.time = []
self.original_time_text = []
self.form_check = form_check
self.tag = '__' + entity_name + '__'
self.bot_message = None
self.timezone = timezone or 'UTC'
self.range_enabled = range_enabled
self.language = language
try:
time_detector_module = importlib.import_module(
'ner_v2.detectors.temporal.time.{0}.time_detection'.format(
self.language))
self.language_time_detector = time_detector_module.TimeDetector(
entity_name=self.entity_name,
timezone=self.timezone,
range_enabled=range_enabled,
form_check=form_check)
except ImportError:
standard_time_regex = importlib.import_module(
'ner_v2.detectors.temporal.time.standard_time_regex')
self.language_time_detector = standard_time_regex.TimeDetector(
entity_name=self.entity_name,
data_directory_path=get_lang_data_path(
detector_path=os.path.abspath(__file__),
lang_code=self.language),
timezone=self.timezone,
range_enabled=range_enabled,
form_check=form_check)
def __init__(self,
entity_name,
language=ENGLISH_LANG,
timezone='UTC',
past_date_referenced=False):
"""Initializes a DateDetector object with given entity_name and pytz timezone object
Args:
entity_name: A string by which the detected date entity substrings would be replaced with on calling
detect_entity()
timezone (Optional, str): timezone identifier string that is used to create a pytz timezone object
default is UTC
past_date_referenced (bool): to know if past or future date is referenced for date text like 'kal', 'parso'
"""
self.text = ''
self.tagged_text = ''
self.processed_text = ''
self.date = []
self.original_date_text = []
self.entity_name = entity_name
self.tag = '__' + entity_name + '__'
try:
self.timezone = pytz.timezone(timezone)
except Exception as e:
ner_logger.debug('Timezone error: %s ' % e)
self.timezone = pytz.timezone('UTC')
ner_logger.debug('Default timezone passed as "UTC"')
self.now_date = datetime.datetime.now(tz=self.timezone)
self.bot_message = None
self.language = language
try:
date_detector_module = importlib.import_module(
'ner_v2.detectors.temporal.date.{0}.date_detection'.format(
self.language))
self.language_date_detector = date_detector_module.DateDetector(
entity_name=self.entity_name,
past_date_referenced=past_date_referenced,
timezone=self.timezone)
except ImportError:
standard_date_regex = importlib.import_module(
'ner_v2.detectors.temporal.date.standard_date_regex')
self.language_date_detector = standard_date_regex.DateDetector(
entity_name=self.entity_name,
data_directory_path=get_lang_data_path(
detector_path=os.path.abspath(__file__),
lang_code=self.language),
timezone=self.timezone,
past_date_referenced=past_date_referenced)
def __init__(self,
entity_name='number_range',
language=ENGLISH_LANG,
unit_type=None):
"""Initializes a NumberDetector object
Args:
entity_name(str): A string by which the detected numbers would be replaced with on calling detect_entity()
language (str, optional): language code of number text, defaults to 'en'
unit_type (str, optional): number unit types like weight, currency, temperature, used to detect number with
specific unit type only. If None, it will detect all number ranges irrespective
of units. You can see all unit types supported inside number detection
language data with filename unit.csv.
"""
# assigning values to superclass attributes
self._supported_languages = self.get_supported_languages()
super(NumberRangeDetector, self).__init__(language)
self.entity_name = entity_name
self.text = ''
self.tag = '__' + self.entity_name + '__'
self.language = language
self.unit_type = unit_type
try:
number_range_detector_module = importlib.import_module(
'ner_v2.detectors.numeral.number_range.{0}.number_range_detection'
.format(self.language))
self.language_number_range_detector = \
number_range_detector_module.NumberRangeDetector(entity_name=self.entity_name,
language=self.language,
unit_type=self.unit_type)
except ImportError:
standard_number_range_regex = importlib.import_module(
'ner_v2.detectors.numeral.number_range.standard_number_range_detector'
)
self.language_number_range_detector = standard_number_range_regex.NumberRangeDetector(
entity_name=self.entity_name,
language=language,
unit_type=self.unit_type,
data_directory_path=get_lang_data_path(
detector_path=os.path.abspath(__file__),
lang_code=self.language))
def __init__(self, entity_name='time', timezone=None, language=ENGLISH_LANG):
"""Initializes a TimeDetector object with given entity_name and timezone
Args:
entity_name(str): A string by which the detected time stamp substrings would be replaced with on calling
detect_entity()
timezone(str): timezone identifier string that is used to create a pytz timezone object
default is UTC
language(str): ISO 639 code for language of entities to be detected by the instance of this class
"""
# assigning values to superclass attributes
self._supported_languages = self.get_supported_languages()
super(TimeDetector, self).__init__(language=language)
self.entity_name = entity_name
self.text = ''
self.tagged_text = ''
self.processed_text = ''
self.time = []
self.original_time_text = []
self.tag = '__' + entity_name + '__'
if timezone:
self.timezone = get_timezone(timezone)
else:
self.timezone = None
self.language = language
try:
time_detector_module = importlib.import_module(
'ner_v2.detectors.temporal.time.{0}.time_detection'.format(self.language))
self.language_time_detector = time_detector_module.TimeDetector(entity_name=self.entity_name,
timezone=self.timezone)
except ImportError:
standard_time_regex = importlib.import_module(
'ner_v2.detectors.temporal.time.standard_time_regex'
)
self.language_time_detector = standard_time_regex.TimeDetector(
entity_name=self.entity_name,
data_directory_path=get_lang_data_path(detector_path=os.path.abspath(__file__),
lang_code=self.language),
timezone=self.timezone,
)
def __init__(self, entity_name, language=ENGLISH_LANG, unit_type=None, detect_without_unit=False):
"""Initializes a NumberDetector object
Args:
entity_name: A string by which the detected numbers would be replaced with on calling detect_entity()
language (str, optional): language code of number text, defaults to 'en'
unit_type (str): number unit types like weight, currency, temperature, used to detect number with
specific unit type.
"""
# assigning values to superclass attributes
self._supported_languages = self.get_supported_languages()
super(NumberDetector, self).__init__(language)
self.entity_name = entity_name
self.text = ''
self.tagged_text = ''
self.processed_text = ''
self.number = []
self.original_number_text = []
self.tag = '__' + self.entity_name + '__'
self.min_digit = 1
self.max_digit = 6
self.language = language
self.unit_type = unit_type
self.detect_without_unit = detect_without_unit
self.punctuations_to_filter = re.compile(f'[{COMMON_NON_NUMERIC_PUNCTUATIONS}]')
try:
number_detector_module = importlib.import_module(
'ner_v2.detectors.numeral.number.{0}.number_detection'.format(self.language))
self.language_number_detector = number_detector_module.NumberDetector(entity_name=self.entity_name,
unit_type=self.unit_type)
except ImportError:
standard_number_regex = importlib.import_module(
'ner_v2.detectors.numeral.number.standard_number_detector'
)
self.language_number_detector = standard_number_regex.NumberDetector(
entity_name=self.entity_name,
unit_type=self.unit_type,
data_directory_path=get_lang_data_path(detector_path=os.path.abspath(__file__),
lang_code=self.language)
)
