import lxml.etree as lxml import re import sys from conversion_utils.utils import xpath_find, get_xml_id LEXEME_FEATURE_MAP = {'noun':{1,2}, 'verb':{1,2}, 'adjective':{1}, 'adverb':{1}, 'pronoun':{1,2,6,7,8}, 'numeral':{1,2}, 'preposition':{1}, 'conjunction':{1}, 'particle':set(), 'interjection':set(), 'abbreviation':set(), 'residual':{1}, 'punctuation':set()} LEVEL_EXCEPTIONS = {('pronoun', 2, 'čezme'), ('zaimek', 2, 'čezme'), ('pronoun', 2, 'medme'), ('zaimek', 2, 'medme'), ('pronoun', 2, 'nadme'), ('zaimek', 2, 'nadme'), ('pronoun', 2, 'name'), ('zaimek', 2, 'name'), ('pronoun', 2, 'obme'), ('zaimek', 2, 'obme'), ('pronoun', 2, 'podme'), ('zaimek', 2, 'podme'), ('pronoun', 2, 'pome'), ('zaimek', 2, 'pome'), ('pronoun', 2, 'predme'), ('zaimek', 2, 'predme'), ('pronoun', 2, 'skozme'), ('zaimek', 2, 'skozme'), ('pronoun', 2, 'vame'), ('zaimek', 2, 'vame'), ('pronoun', 2, 'zame'), ('zaimek', 2, 'zame'), ('pronoun', 3, 'tadva'), ('zaimek', 3, 'tadva'), ('pronoun', 4, 'tadva'), ('zaimek', 4, 'tadva'), ('pronoun', 5, 'čezme'), ('zaimek', 5, 'čezme'), ('pronoun', 5, 'medme'), ('zaimek', 5, 'medme'), ('pronoun', 5, 'nadme'), ('zaimek', 5, 'nadme'), ('pronoun', 5, 'name'), ('zaimek', 5, 'name'), ('pronoun', 5, 'obme'), ('zaimek', 5, 'obme'), ('pronoun', 5, 'podme'), ('zaimek', 5, 'podme'), ('pronoun', 5, 'pome'), ('zaimek', 5, 'pome'), ('pronoun', 5, 'predme'), ('zaimek', 5, 'predme'), ('pronoun', 5, 'skozme'), ('zaimek', 5, 'skozme'), ('pronoun', 5, 'vame'), ('zaimek', 5, 'vame'), ('pronoun', 5, 'zame'), ('zaimek', 5, 'zame'), ('pronoun', 7, 'njegov'), ('zaimek', 7, 'njegov'), ('pronoun', 8, 'jaz'), ('zaimek', 8, 'jaz'), ('pronoun', 8, 'on'), ('zaimek', 8, 'on'), ('pronoun', 8, 'se'), ('zaimek', 8, 'se'), ('pronoun', 8, 'ti'), ('zaimek', 8, 'ti')} class Specifications: def __init__(self, *categories): self.categories = list(categories) def add_category(self, category): self.categories.append(category) def find_category_by_char(self, char, language): return next((category for category in self.categories if category.char_pair.get(language) == char), None) def find_category_by_name(self, name, language): return next((category for category in self.categories if category.string_pair.get(language) == name), None) def __str__(self): return 'categories:{categories}'.format(categories=self.categories) class Pair: def __init__(self, en, sl): self.en = en self.sl = sl def get(self, language): return getattr(self, language) def __str__(self): return 'en:{en}, sl:{sl}'.format(en=self.en, sl=self.sl) class Category: def __init__(self, string_pair, char_pair, *features): self.string_pair = string_pair self.char_pair = char_pair self.features = list(features) def add_feature(self, feature): self.features.append(feature) def find_feature_by_position(self, position): return next((feature for feature in self.features if feature.position == position), None) def find_feature_by_name(self, name, language): return next((feature for feature in self.features if feature.string_pair.get(language) == name), None) def __str__(self): return 'strings:{strings}, chars:{chars}, features:{features}'.\ format(strings=self.string_pair, chars=self.char_pair, features=self.features) class Feature: def __init__(self, string_pair, position, lexeme_level_flag, *values): self.string_pair = string_pair self.position = position self.lexeme_level_flag = lexeme_level_flag self.values = list(values) def add_value(self, value): self.values.append(value) def find_value_by_char(self, char, language): return next((value for value in self.values if value.char_pair.get(language) == char), None) def find_value_by_name(self, name, language): return next((value for value in self.values if value.string_pair.get(language) == name), None) def __str__(self): return 'strings:{strings}, position:{position}, level:{level}, values:{values}'.\ format(strings=self.string_pair, position=self.position, level='level' if self.lexeme_level_flag else 'form', values=self.values) class Value: def __init__(self, string_pair, char_pair): self.char_pair = char_pair self.string_pair = string_pair def __str__(self): return 'chars:{chars}, strings:{strings}'.\ format(chars=self.char_pair, strings=self.strings_pair) class SpecificationsBuilder: def build(self, file_name): root = lxml.parse(file_name).getroot() specifications = Specifications() div_elements = xpath_find(root, 'tei:div') for div_element in div_elements: if (re.match(r'^msd\..-sl', get_xml_id(div_element))): category_element = xpath_find(div_element, 'tei:table/tei:row[@role="type"]')[0] category_string_pair = self.get_cell_pair(category_element, 'value') category_char_pair = self.get_cell_pair(category_element, 'code') category = Category(category_string_pair, category_char_pair) specifications.add_category(category) feature_elements = xpath_find(div_element, 'tei:table/tei:row[@role="attribute"]') for feature_element in feature_elements: feature_string_pair = self.get_cell_pair(feature_element, 'name') feature_position = int(self.get_cell(feature_element, 'position')) lexeme_level_flag = feature_position in LEXEME_FEATURE_MAP[category_string_pair.get('en')] feature = Feature(feature_string_pair, feature_position, lexeme_level_flag) category.add_feature(feature) value_elements = xpath_find(feature_element, 'tei:cell[@role="values"]/tei:table/tei:row[@role="value"]') for value_element in value_elements: value_char_pair = self.get_cell_pair(value_element, 'name') value_string_pair = self.get_cell_pair(value_element, 'code') value = Value(value_char_pair, value_string_pair) feature.add_value(value) return specifications def get_cell(self, row, role, language=None): language_condition = ' and @xml:lang="' + language + '"' if language is not None else '' expression = 'tei:cell[@role="' + role + '"' + language_condition + ']' text = xpath_find(row, expression)[0].text.lower() if (text == 'adposition'): text = 'preposition' return text def get_cell_pair(self, row, role): return Pair(self.get_cell(row, role, 'en'), self.get_cell(row, role, 'sl')) class Properties: def __init__(self, category, lexeme_feature_map, form_feature_map, language): self.category = category self.lexeme_feature_map = lexeme_feature_map self.form_feature_map = form_feature_map self.language = language def __str__(self): return 'language={language}, category={category}, lexeme features={lexeme_features}, form_features={form_features}'.\ format(language=self.language, category=self.category, lexeme_features=str(self.lexeme_feature_map), form_features=str(self.form_feature_map)) class Msd: def __init__(self, code, language): self.code = code self.language = language def __str__(self): return 'code={code}, language={language}'.format(code=self.code, language=self.language) class MsdToProperties: def __init__(self, specifications): self.specifications = specifications def convert(self, msd, lemma, properties_language): category_char = msd.code[0].lower() value_chars = msd.code[1:] category = self.specifications.find_category_by_char(category_char, msd.language) category_name = category.string_pair.get(properties_language) feature_value_list = [] lexeme_feature_map = {} form_feature_map = {} for (index, value_char) in enumerate(value_chars, start=1): if (value_char != '-'): feature = category.find_feature_by_position(index) value = feature.find_value_by_char(value_char, msd.language) feature_name = feature.string_pair.get(properties_language) feature_value = value.string_pair.get(properties_language) level_exception_flag = (category_name, feature.position, lemma) in LEVEL_EXCEPTIONS lexeme_level_flag = feature.lexeme_level_flag if not level_exception_flag else not feature.lexeme_level_flag feature_value_list.append((feature, value)) if (lexeme_level_flag): lexeme_feature_map[feature_name] = feature_value else: form_feature_map[feature_name] = feature_value return Properties(category_name, lexeme_feature_map, form_feature_map, properties_language) class PropertiesToMsd: def __init__(self, specifications): self.specifications = specifications def convert(self, properties, msd_language): category = self.specifications.find_category_by_name(properties.category, properties.language) category_char = category.char_pair.get(msd_language).upper() feature_map = properties.lexeme_feature_map.copy() feature_map.update(properties.form_feature_map.copy()) position_map = {} for (name, value) in feature_map.items(): feature = category.find_feature_by_name(name, properties.language) value = feature.find_value_by_name(value, properties.language) position_map[feature.position] = value.char_pair.get(msd_language) msd_code = category_char i = 0 for position in sorted(position_map.keys()): i += 1 while (i < position): msd_code += '-' i += 1 msd_code += position_map[position] return Msd(msd_code, msd_language)