Source code for dateparser.languages.validation

# -*- coding: utf-8 -*-
import regex as re
import six
from dateparser.utils import get_logger


[docs]class LanguageValidator(object): logger = None VALID_KEYS = ['name', 'skip', 'pertain', 'simplifications', 'no_word_spacing', 'ago', 'monday', 'tuesday', 'wednesday', 'thursday', 'friday', 'saturday', 'sunday', 'january', 'february', 'march', 'april', 'may', 'june', 'july', 'august', 'september', 'october', 'november', 'december', 'year', 'month', 'week', 'day', 'hour', 'minute', 'second'] @classmethod
[docs] def get_logger(cls): if cls.logger is None: cls.logger = get_logger() return cls.logger
@classmethod
[docs] def validate_info(cls, language_id, info): result = True result &= cls._validate_type(language_id, info) if not result: return False result &= cls._validate_name(language_id, info) result &= cls._validate_word_spacing(language_id, info) result &= cls._validate_skip_list(language_id, info) result &= cls._validate_pertain_list(language_id, info) result &= cls._validate_weekdays(language_id, info) result &= cls._validate_months(language_id, info) result &= cls._validate_units(language_id, info) result &= cls._validate_other_words(language_id, info) result &= cls._validate_simplifications(language_id, info) result &= cls._validate_extra_keys(language_id, info) return result
@classmethod def _validate_type(cls, language_id, info): result = True if not isinstance(info, dict): cls.get_logger().error( "Language '%(id)s' info expected to be dict, but have got %(type)s", {'id': language_id, 'type': type(info).__name__}) result = False return result @classmethod def _validate_name(cls, language_id, info): result = True if 'name' not in info or not isinstance(info['name'], six.string_types) or not info['name']: cls.get_logger().error("Language '%(id)s' does not have a name", {'id': language_id}) result = False return result @classmethod def _validate_word_spacing(cls, language_id, info): if 'no_word_spacing' not in info: return True # Optional key result = True value = info['no_word_spacing'] if value not in [True, False]: cls.get_logger().error( "Invalid 'no_word_spacing' value %(value)r for '%(id)s' language: " "expected boolean", {'value': value, 'id': language_id}) result = False return result @classmethod def _validate_skip_list(cls, language_id, info): if 'skip' not in info: return True # Optional key result = True skip_tokens_list = info['skip'] if isinstance(skip_tokens_list, list): for token in skip_tokens_list: if not isinstance(token, six.string_types) or not token: cls.get_logger().error( "Invalid 'skip' token %(token)r for '%(id)s' language: " "expected not empty string", {'token': token, 'id': language_id}) result = False else: cls.get_logger().error( "Invalid 'skip' list for '%(id)s' language: " "expected list type but have got %(type)s", {'id': language_id, 'type': type(skip_tokens_list).__name__}) result = False return result @classmethod def _validate_pertain_list(cls, language_id, info): if 'pertain' not in info: return True # Optional key result = True pertain_tokens_list = info['skip'] if isinstance(pertain_tokens_list, list): for token in pertain_tokens_list: if not isinstance(token, six.string_types) or not token: cls.get_logger().error( "Invalid 'pertain' token %(token)r for '%(id)s' language: " "expected not empty string", {'token': token, 'id': language_id}) result = False else: cls.get_logger().error( "Invalid 'pertain' list for '%(id)s' language: " "expected list type but have got %(type)s", {'id': language_id, 'type': type(pertain_tokens_list).__name__}) result = False return result @classmethod def _validate_weekdays(cls, language_id, info): result = True for weekday in 'monday', 'tuesday', 'wednesday', 'thursday', 'friday', 'saturday', 'sunday': if weekday not in info or not info[weekday]: cls.get_logger().error( "No translations for '%(weekday)s' provided for '%(id)s' language", {'weekday': weekday, 'id': language_id}) result = False continue translations_list = info[weekday] if isinstance(translations_list, list): for token in translations_list: if not isinstance(token, six.string_types) or not token: cls.get_logger().error( "Invalid '%(weekday)s' translation %(token)r for '%(id)s' language: " "expected not empty string", {'weekday': weekday, 'token': token, 'id': language_id}) result = False else: cls.get_logger().error( "Invalid '%(weekday)s' translations list for '%(id)s' language: " "expected list type but have got %(type)s", {'weekday': weekday, 'id': language_id, 'type': type(translations_list).__name__}) result = False return result @classmethod def _validate_months(cls, language_id, info): result = True for month in ('january', 'february', 'march', 'april', 'may', 'june', 'july', 'august', 'september', 'october', 'november', 'december'): if month not in info or not info[month]: cls.get_logger().error( "No translations for '%(month)s' provided for '%(id)s' language", {'month': month, 'id': language_id}) result = False continue translations_list = info[month] if isinstance(translations_list, list): for token in translations_list: if not isinstance(token, six.string_types) or not token: cls.get_logger().error( "Invalid '%(month)s' translation %(token)r for '%(id)s' language: " "expected not empty string", {'month': month, 'token': token, 'id': language_id}) result = False else: cls.get_logger().error( "Invalid '%(month)s' translations list for '%(id)s' language: " "expected list type but have got %(type)s", {'month': month, 'id': language_id, 'type': type(translations_list).__name__}) result = False return result @classmethod def _validate_units(cls, language_id, info): result = True for unit in 'year', 'month', 'week', 'day', 'hour', 'minute', 'second': if unit not in info or not info[unit]: cls.get_logger().error( "No translations for '%(unit)s' provided for '%(id)s' language", {'unit': unit, 'id': language_id}) result = False continue translations_list = info[unit] if isinstance(translations_list, list): for token in translations_list: if not isinstance(token, six.string_types) or not token: cls.get_logger().error( "Invalid '%(unit)s' translation %(token)r for '%(id)s' language: " "expected not empty string", {'unit': unit, 'token': token, 'id': language_id}) result = False else: cls.get_logger().error( "Invalid '%(unit)s' translations list for '%(id)s' language: " "expected list type but have got %(type)s", {'unit': unit, 'id': language_id, 'type': type(translations_list).__name__}) result = False return result @classmethod def _validate_other_words(cls, language_id, info): result = True for word in 'ago', : if word not in info or not info[word]: cls.get_logger().error( "No translations for '%(word)s' provided for '%(id)s' language", {'word': word, 'id': language_id}) result = False continue translations_list = info[word] if isinstance(translations_list, list): for token in translations_list: if not isinstance(token, six.string_types) or not token: cls.get_logger().error( "Invalid '%(word)s' translation %(token)r for '%(id)s' language: " "expected not empty string", {'word': word, 'token': token, 'id': language_id}) result = False else: cls.get_logger().error( "Invalid '%(word)s' translations list for '%(id)s' language: " "expected list type but have got %(type)s", {'word': word, 'id': language_id, 'type': type(translations_list).__name__}) result = False return result @classmethod def _validate_simplifications(cls, language_id, info): if 'simplifications' not in info: return True # Optional key result = True simplifications_list = info['simplifications'] if isinstance(simplifications_list, list): for simplification in simplifications_list: if not isinstance(simplification, dict) or len(simplification) != 1: cls.get_logger().error( "Invalid simplification %(simplification)r for '%(id)s' language: " "eash simplification suppose to be one-to-one mapping", {'simplification': simplification, 'id': language_id}) result = False continue key, value = list(simplification.items())[0] if not isinstance(key, six.string_types) or not isinstance(value, (six.string_types, int)): cls.get_logger().error( "Invalid simplification %(simplification)r for '%(id)s' language: " "each simplification suppose to be string-to-string-or-int mapping", {'simplification': simplification, 'id': language_id}) result = False continue compiled_key = re.compile(key) value = six.text_type(value) replacements = re.findall(r'\\(\d+)', value) replacements.extend(re.findall(r'\\g<(.+?)>', value)) groups = [] for group in replacements: if group.isdigit(): groups.append(int(group)) elif group in compiled_key.groupindex: groups.append(compiled_key.groupindex[group]) else: cls.get_logger().error( "Invalid simplification %(simplification)r for '%(id)s' language: " "unknown group %(group)s", {'simplification': simplification, 'id': language_id, 'group': group}) result = False used_groups = set(map(int, groups)) expected_groups = set(range(0, compiled_key.groups + 1)) extra_groups = used_groups - expected_groups not_used_groups = expected_groups - used_groups not_used_groups -= {0} # Entire substring is not required to be used if extra_groups: cls.get_logger().error( "Invalid simplification %(simplification)r for '%(id)s' language: " "unknown groups %(groups)s", {'simplification': simplification, 'id': language_id, 'groups': ", ".join(map(six.text_type, sorted(extra_groups)))}) result = False if not_used_groups: cls.get_logger().error( "Invalid simplification %(simplification)r for '%(id)s' language: " "groups %(groups)s were not used", {'simplification': simplification, 'id': language_id, 'groups': ", ".join(map(six.text_type, sorted(not_used_groups)))}) result = False else: cls.get_logger().error( "Invalid 'simplifications' list for '%(id)s' language: " "expected list type but have got %(type)s", {'id': language_id, 'type': type(simplifications_list).__name__}) result = False return result @classmethod def _validate_extra_keys(cls, language_id, info): result = True extra_keys = set(info.keys()) - set(cls.VALID_KEYS) if extra_keys: cls.get_logger().error( "Extra keys found for '%(id)s' language: %(keys)s", {'id': language_id, 'keys': ", ".join(map(repr, extra_keys))}) result = False return result