IssueID #1835: moved pipeline1 components into package
This commit is contained in:
parent
d88809be8d
commit
5f25682036
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@ -1,15 +1,40 @@
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#!/usr/bin/python
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# -*- coding: utf-8 -*-
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import os
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import lxml.etree as lxml
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from flask import Flask, jsonify, make_response, request
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from flask_httpauth import HTTPBasicAuth
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import structure_assignment.pipeline as pipeline
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app = Flask(__name__)
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api_prefix = os.environ['API_PREFIX']
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resource_directory = os.environ['API_RESOURCE_DIR']
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tmp_directory = os.environ['API_TMP']
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@app.route(api_prefix + '/test/<string:string>', methods=['GET'])
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def test(string):
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results = {'input':string}
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string_file_name = '/tmp/string.txt'
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parse_file_name = '/tmp/parse.xml'
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with open(string_file_name, 'w') as string_file:
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string_file.write(string + '\n')
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try:
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pipeline.initialise(temp_dir=tmp_directory, resource_dir=resource_directory)
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pipeline.import_string_file(string_file_name)
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pipeline.do_tokenise()
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pipeline.do_tweak_conllu()
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pipeline.do_parse()
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pipeline.do_translate_jos()
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pipeline.do_conllu_to_tei()
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pipeline.export_parsed_file(parse_file_name)
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tei = lxml.parse(parse_file_name).getroot()
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message = lxml.tostring(tei, encoding='UTF-8', pretty_print=True).decode()
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ok = True
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except Exception as e:
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message = str(e)
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ok = False
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results = {'ok':ok, 'message':message}
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return jsonify(results)
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37
package/structure_assignment/constants.py
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37
package/structure_assignment/constants.py
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@ -0,0 +1,37 @@
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# scripts
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TEI_SPLIT_SCRIPT_NAME = 'split_tei.py'
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CONLLU_TWEAK_SCRIPT_NAME = 'tweak_conllu.py'
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TRANSLATION_SCRIPT_NAME = 'translate_jos.py'
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CONLLU_TEI_SCRIPT_NAME = 'conllu_to_xml.py'
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MWE_EXTRACTION_SCRIPT_NAME = 'wani.py'
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STRUCTURE_SINGLE_ASSIGNMENT_SCRIPT_NAME = 'assign_single_structures.py'
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STRUCTURE_ASSIGNMENT_SCRIPT_NAME = 'assign_structures.py'
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STRUCTURE_CREATION_SCRIPT_NAME = 'create_structures.py'
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STRUCTURE_CREATION_SCRIPT_NAME = 'create_structures.py'
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TEI_DICTIONARY_SCRIPT_NAME = 'tei_to_dictionary.py'
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DICTIONARY_MERGE_SCRIPT_NAME = 'merge_dictionaries.py'
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# resources
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TRANSLATION_FILE_NAME = '../resources/dict.xml'
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STRUCTURE_SCHEMA_FILE_NAME = '../resources/structures.xsd'
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DICTIONARY_SCHEMA_FILE_NAME = '../resources/monolingual_dictionaries.xsd'
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# temporary outputs
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STRING_LIST_FILE_NAME = 'strings.txt'
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OBELIKS_RAW_FILE_NAME = 'obeliks_raw.conllu'
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OBELIKS_TWEAKED_FILE_NAME = 'obeliks_tweaked.conllu'
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CLASSLA_OUTPUT_FILE_NAME = 'classla_raw.conllu'
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CLASSLA_TRANSLATED_FILE_NAME = 'classla_translated.conllu'
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TEI_INIT_FILE_NAME = 'tei_initial.xml'
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TEI_SINGLE_FILE_NAME = 'tei_single.xml'
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TEI_SINGLE_STRUCTURE_FILE_NAME = 'tei_single_with_ids.xml'
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TEI_MULTIPLE_FILE_NAME = 'tei_multiple.xml'
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TEI_MULTIPLE_STRUCTURE_1_FILE_NAME = 'tei_multiple_with_ids1.xml'
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TEI_MULTIPLE_STRUCTURE_2_FILE_NAME = 'tei_multiple_with_ids2.xml'
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MWE_CSV_1_FILE_NAME = 'mwes1.csv'
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MWE_CSV_2_FILE_NAME = 'mwes2.csv'
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STRUCTURE_OLD_FILE_NAME = 'structures_old.xml'
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STRUCTURE_NEW_FILE_NAME = 'structures_new.xml'
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DICTIONARY_SINGLE_FILE_NAME = 'dictionary_single.xml'
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DICTIONARY_MULTIPLE_FILE_NAME = 'dictionary_multiple.xml'
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DICTIONARY_FILE_NAME = 'dictionary.xml'
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74
package/structure_assignment/pipeline.py
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74
package/structure_assignment/pipeline.py
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import codecs
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import shutil
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import os
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import obeliks
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import classla
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from classla import Document
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from classla.models.common.conll import CoNLLFile
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from structure_assignment.constants import *
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from structure_assignment.tweak_conllu import tweak as tweak_conllu
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from nova_slovnica.translate_jos import translate as translate_jos
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from nova_slovnica.conllu_to_xml import convert_file as conllu_to_tei
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NLP_CONFIG_MAP = {
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'treebank': 'sl_ssj_jos',
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'processors': 'tokenize,pos,lemma,depparse',
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'tokenize_pretokenized': True,
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'models_dir': None
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}
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XML_ID_PREFIX = 's'
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resource_directory = None
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tmp_directory = None
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def __get_tmp_file_name(file_name):
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return tmp_directory + '/' + file_name
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def initialise(**argument_map):
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global tmp_directory, resource_directory
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tmp_directory = argument_map['temp_dir']
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resource_directory = argument_map['resource_dir']
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shutil.rmtree(tmp_directory, True)
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os.makedirs(tmp_directory, exist_ok=True)
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def import_string_file(file_name):
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shutil.copyfile(file_name, __get_tmp_file_name(STRING_LIST_FILE_NAME))
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def do_tokenise():
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input_file_name = __get_tmp_file_name(STRING_LIST_FILE_NAME)
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output_file_name = __get_tmp_file_name(OBELIKS_RAW_FILE_NAME)
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obeliks.run(in_file=input_file_name, out_file=output_file_name, conllu=True)
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def do_tweak_conllu():
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input_file_name = __get_tmp_file_name(OBELIKS_RAW_FILE_NAME)
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output_file_name = __get_tmp_file_name(OBELIKS_TWEAKED_FILE_NAME)
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tweak_conllu(input_file_name, output_file_name)
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def do_parse():
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input_file_name = __get_tmp_file_name(OBELIKS_TWEAKED_FILE_NAME)
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output_file_name = __get_tmp_file_name(CLASSLA_OUTPUT_FILE_NAME)
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doc = Document(text=None)
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conll_file = CoNLLFile(filename=input_file_name)
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doc.conll_file = conll_file
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NLP_CONFIG_MAP['models_dir'] = resource_directory + '/classla'
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nlp = classla.Pipeline('sl', **NLP_CONFIG_MAP)
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result = nlp(doc)
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result.conll_file.write_conll(output_file_name)
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def do_translate_jos():
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input_file_name = __get_tmp_file_name(CLASSLA_OUTPUT_FILE_NAME)
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dictionary_file_name = resource_directory + '/dict.xml'
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output_file_name = __get_tmp_file_name(CLASSLA_TRANSLATED_FILE_NAME)
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translate_jos(input_file_name, dictionary_file_name, output_file_name)
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def do_conllu_to_tei():
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input_file_name = __get_tmp_file_name(CLASSLA_TRANSLATED_FILE_NAME)
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output_file_name = __get_tmp_file_name(TEI_INIT_FILE_NAME)
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conllu_to_tei(input_file_name, output_file_name)
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def export_parsed_file(file_name):
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shutil.copyfile(__get_tmp_file_name(TEI_INIT_FILE_NAME), file_name)
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54
package/structure_assignment/tweak_conllu.py
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54
package/structure_assignment/tweak_conllu.py
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import argparse
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import codecs
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import re
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def write(output_file, line):
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output_file.write(line + '\n')
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def write_paragraph(output_file, output_map):
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if (output_map is not None):
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write(output_file, output_map['paragraph'])
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write(output_file, output_map['sentence'])
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write(output_file, '# text = ' + ' '.join(output_map['texts']))
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for (index, token_line) in enumerate(output_map['tokens'], start=1):
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write(output_file, '\t'.join([str(index)] + token_line.split('\t')[1:]))
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write(output_file, '')
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def tweak(input_file_name, output_file_name):
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output_file = codecs.open(output_file_name, 'w')
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input_file = codecs.open(input_file_name, 'r')
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output_map = None
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for line in input_file:
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if (line[0].isdigit()):
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output_map['tokens'].append(line.strip())
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else:
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match = re.search('^# (.+?) = (.+)$', line)
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if (match):
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(name, value) = match.groups()
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if (name == 'newpar id'):
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write_paragraph(output_file, output_map)
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paragraph_line = re.sub('^(# newpar id = )(\d+)$', r'\1p\2', line.strip())
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output_map = {'paragraph': paragraph_line, 'sentence':None, 'texts':[], 'tokens':[]}
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elif (name == 'sent_id'):
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if (value.endswith('.1')):
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output_map['sentence'] = re.sub('^(# sent_id = )(\d+\.1)$', r'\1s\2', line.strip())
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elif (name == 'text'):
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output_map['texts'].append(value)
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write_paragraph(output_file, output_map)
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input_file.close()
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output_file.close()
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if (__name__ == '__main__'):
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arg_parser = argparse.ArgumentParser(description='Fix invalid XML ids.')
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arg_parser.add_argument('-infile', type=str, help='Input file')
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arg_parser.add_argument('-outfile', type=str, help='Output file')
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arguments = arg_parser.parse_args()
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input_file_name = arguments.infile
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output_file_name = arguments.outfile
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tweak(input_file_name, output_file_name)
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# temporary directory
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TMP_DIRECTORY = '../tmp/structure_assignment'
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# scripts
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TEI_SPLIT_SCRIPT_NAME = 'split_tei.py'
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CONLLU_TWEAK_SCRIPT_NAME = 'tweak_conllu.py'
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TRANSLATION_SCRIPT_NAME = 'translate_jos.py'
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CONLLU_TEI_SCRIPT_NAME = 'conllu_to_xml.py'
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MWE_EXTRACTION_SCRIPT_NAME = 'wani.py'
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STRUCTURE_SINGLE_ASSIGNMENT_SCRIPT_NAME = 'assign_single_structures.py'
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STRUCTURE_ASSIGNMENT_SCRIPT_NAME = 'assign_structures.py'
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STRUCTURE_CREATION_SCRIPT_NAME = 'create_structures.py'
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STRUCTURE_CREATION_SCRIPT_NAME = 'create_structures.py'
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TEI_DICTIONARY_SCRIPT_NAME = 'tei_to_dictionary.py'
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DICTIONARY_MERGE_SCRIPT_NAME = 'merge_dictionaries.py'
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# resources
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TRANSLATION_FILE_NAME = '../resources/dict.xml'
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CLASSLA_MODELS_DIRECTORY = '../resources/classla'
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STRUCTURE_SCHEMA_FILE_NAME = '../resources/structures.xsd'
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DICTIONARY_SCHEMA_FILE_NAME = '../resources/monolingual_dictionaries.xsd'
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# temporary outputs
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STRING_LIST_FILE_NAME = TMP_DIRECTORY + '/strings.txt'
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OBELIKS_RAW_FILE_NAME = TMP_DIRECTORY + '/obeliks_raw.conllu'
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OBELIKS_TWEAKED_FILE_NAME = TMP_DIRECTORY + '/obeliks_tweaked.conllu'
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CLASSLA_OUTPUT_FILE_NAME = TMP_DIRECTORY + '/classla_raw.conllu'
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CLASSLA_TRANSLATED_FILE_NAME = TMP_DIRECTORY + '/classla_translated.conllu'
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TEI_INIT_FILE_NAME = TMP_DIRECTORY + '/tei_initial.xml'
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TEI_SINGLE_FILE_NAME = TMP_DIRECTORY + '/tei_single.xml'
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TEI_SINGLE_STRUCTURE_FILE_NAME = TMP_DIRECTORY + '/tei_single_with_ids.xml'
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TEI_MULTIPLE_FILE_NAME = TMP_DIRECTORY + '/tei_multiple.xml'
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TEI_MULTIPLE_STRUCTURE_1_FILE_NAME = TMP_DIRECTORY + '/tei_multiple_with_ids1.xml'
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TEI_MULTIPLE_STRUCTURE_2_FILE_NAME = TMP_DIRECTORY + '/tei_multiple_with_ids2.xml'
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MWE_CSV_1_FILE_NAME = TMP_DIRECTORY + '/mwes1.csv'
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MWE_CSV_2_FILE_NAME = TMP_DIRECTORY + '/mwes2.csv'
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STRUCTURE_OLD_FILE_NAME = TMP_DIRECTORY + '/structures_old.xml'
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STRUCTURE_NEW_FILE_NAME = TMP_DIRECTORY + '/structures_new.xml'
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DICTIONARY_SINGLE_FILE_NAME = TMP_DIRECTORY + '/dictionary_single.xml'
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DICTIONARY_MULTIPLE_FILE_NAME = TMP_DIRECTORY + '/dictionary_multiple.xml'
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DICTIONARY_FILE_NAME = TMP_DIRECTORY + '/dictionary.xml'
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import argparse
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import os
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import shutil
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import codecs
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import classla
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from classla import Document
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from classla.models.common.conll import CoNLLFile
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from constants import *
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import structure_assignment.pipeline as pipeline
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arg_parser = argparse.ArgumentParser(description='Parse Slovene strings and convert to TEI.')
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arg_parser.add_argument('-inlist', type=str, help='Input list file')
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@ -16,55 +13,15 @@ arguments = arg_parser.parse_args()
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input_file_name = arguments.inlist
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output_file_name = arguments.outtei
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NLP_CONFIG_MAP = {
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'treebank': 'sl_ssj_jos',
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'processors': 'tokenize,pos,lemma,depparse',
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'tokenize_pretokenized': True,
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'models_dir': CLASSLA_MODELS_DIRECTORY
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}
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XML_ID_PREFIX = 's'
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def run_pipeline(input_file_name, output_file_name):
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shutil.rmtree(TMP_DIRECTORY, True)
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os.makedirs(TMP_DIRECTORY, exist_ok=True)
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shutil.copyfile(input_file_name, STRING_LIST_FILE_NAME)
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run_obeliks(STRING_LIST_FILE_NAME, OBELIKS_RAW_FILE_NAME)
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tweak_conllu(OBELIKS_RAW_FILE_NAME, OBELIKS_TWEAKED_FILE_NAME)
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run_classla(OBELIKS_TWEAKED_FILE_NAME, CLASSLA_OUTPUT_FILE_NAME)
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run_jos_translation(CLASSLA_OUTPUT_FILE_NAME, CLASSLA_TRANSLATED_FILE_NAME)
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run_tei_conversion(CLASSLA_TRANSLATED_FILE_NAME, TEI_INIT_FILE_NAME)
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shutil.copyfile(TEI_INIT_FILE_NAME, output_file_name)
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pipeline.initialise(temp_dir='/tmp/structure_assignment_pipeline1', resource_dir='../resources')
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pipeline.import_string_file(input_file_name)
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pipeline.do_tokenise()
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pipeline.do_tweak_conllu()
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pipeline.do_parse()
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pipeline.do_translate_jos()
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pipeline.do_conllu_to_tei()
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pipeline.export_parsed_file(output_file_name)
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def run_obeliks(list_file_name, conllu_file_name):
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print('Running obeliks ...')
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obeliks_command = ' '.join(['obeliks', '-c', '-if', list_file_name, '-o', conllu_file_name])
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os.system(obeliks_command)
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def tweak_conllu(input_file_name, output_file_name):
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print('Tweaking conllu results ...')
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tweak_command = ' '.join(['python', CONLLU_TWEAK_SCRIPT_NAME, '-infile', input_file_name, '-outfile', output_file_name])
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os.system(tweak_command)
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def run_classla(obeliks_file_name, classla_file_name):
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print('Running classla ...')
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doc = Document(text=None)
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conll_file = CoNLLFile(filename=obeliks_file_name)
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doc.conll_file = conll_file
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nlp = classla.Pipeline('sl', **NLP_CONFIG_MAP)
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result = nlp(doc)
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result.conll_file.write_conll(classla_file_name)
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def run_jos_translation(input_file_name, output_file_name):
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print('Translating JOS ...')
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translate_command = ' '.join(['python', TRANSLATION_SCRIPT_NAME, '-infile', input_file_name, '-dict', TRANSLATION_FILE_NAME, '-outfile', output_file_name])
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print(translate_command)
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os.system(translate_command)
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def run_tei_conversion(classla_file_name, tei_file_name):
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print('Converting to tei ...')
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convert_command = ' '.join(['python', CONLLU_TEI_SCRIPT_NAME, '-o', tei_file_name, classla_file_name])
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print(convert_command)
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os.system(convert_command)
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run_pipeline(input_file_name, output_file_name)
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if (__name__ == '__main__'):
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run_pipeline(input_file_name, output_file_name)
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@ -1,47 +0,0 @@
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import argparse
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import codecs
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import re
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arg_parser = argparse.ArgumentParser(description='Fix invalid XML ids.')
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arg_parser.add_argument('-infile', type=str, help='Input file')
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arg_parser.add_argument('-outfile', type=str, help='Output file')
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arguments = arg_parser.parse_args()
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input_file_name = arguments.infile
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output_file_name = arguments.outfile
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output_file = codecs.open(output_file_name, 'w')
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input_file = codecs.open(input_file_name, 'r')
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def write(output_file, line):
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output_file.write(line + '\n')
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def write_paragraph(output_file, output_map):
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if (output_map is not None):
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write(output_file, output_map['paragraph'])
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write(output_file, output_map['sentence'])
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write(output_file, '# text = ' + ' '.join(output_map['texts']))
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for (index, token_line) in enumerate(output_map['tokens'], start=1):
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write(output_file, '\t'.join([str(index)] + token_line.split('\t')[1:]))
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write(output_file, '')
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output_map = None
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for line in input_file:
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if (line[0].isdigit()):
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output_map['tokens'].append(line.strip())
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else:
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match = re.search('^# (.+?) = (.+)$', line)
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if (match):
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(name, value) = match.groups()
|
||||
if (name == 'newpar id'):
|
||||
write_paragraph(output_file, output_map)
|
||||
paragraph_line = re.sub('^(# newpar id = )(\d+)$', r'\1p\2', line.strip())
|
||||
output_map = {'paragraph': paragraph_line, 'sentence':None, 'texts':[], 'tokens':[]}
|
||||
elif (name == 'sent_id'):
|
||||
if (value.endswith('.1')):
|
||||
output_map['sentence'] = re.sub('^(# sent_id = )(\d+\.1)$', r'\1s\2', line.strip())
|
||||
elif (name == 'text'):
|
||||
output_map['texts'].append(value)
|
||||
write_paragraph(output_file, output_map)
|
||||
|
||||
input_file.close()
|
||||
output_file.close()
|
||||
Loading…
Reference in New Issue
Block a user