Redmine #1835: Replaced 2 pipeline scripts with 1 multi-purpose script
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import argparse
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from structure_assignment.pipeline import Pipeline, create_nlp
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def run_pipeline(nlp, input_file_name, output_file_name):
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pipeline = Pipeline(nlp)
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pipeline.import_file(input_file_name, 'strings-list')
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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_file(output_file_name, 'tei-initial')
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pipeline.cleanup()
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if (__name__ == '__main__'):
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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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arg_parser.add_argument('-outtei', type=str, help='Output TEI file')
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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 = create_nlp('../resources')
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run_pipeline(input_file_name, output_file_name)
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import argparse
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import os
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import shutil
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import lxml.etree as lxml
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from constants import *
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arg_parser = argparse.ArgumentParser(description='Assign parsed Slovene strings to structures and generate lexicon.')
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arg_parser.add_argument('-intei', type=str, required=True, help='Parsed and manually edited TEI file')
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arg_parser.add_argument('-instructures', type=str, required=True, help='Input structure file')
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arg_parser.add_argument('-outlexicon', type=str, required=True, help='Output lexicon file')
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arg_parser.add_argument('-outstructures', type=str, required=True, help='Output structure file')
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arguments = arg_parser.parse_args()
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input_tei_file_name = arguments.intei
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input_structure_file_name = arguments.instructures
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output_lexicon_file_name = arguments.outlexicon
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output_structure_file_name = arguments.outstructures
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def run_pipeline(input_tei_file_name, input_structure_file_name, output_lexicon_file_name, output_structure_file_name):
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# setup and split
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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_tei_file_name, TEI_INIT_FILE_NAME)
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shutil.copyfile(input_structure_file_name, STRUCTURE_OLD_FILE_NAME)
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split_tei_input(TEI_INIT_FILE_NAME, TEI_SINGLE_FILE_NAME, TEI_MULTIPLE_FILE_NAME)
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# single-token units
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run_structure_single_assignment(TEI_SINGLE_FILE_NAME, STRUCTURE_OLD_FILE_NAME, TEI_SINGLE_STRUCTURE_FILE_NAME)
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run_dictionary_conversion(TEI_SINGLE_STRUCTURE_FILE_NAME, DICTIONARY_SINGLE_FILE_NAME)
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# multiple-token units
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run_mwe_extraction(STRUCTURE_OLD_FILE_NAME, TEI_MULTIPLE_FILE_NAME, MWE_CSV_1_FILE_NAME)
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run_structure_multiple_assignment(TEI_MULTIPLE_FILE_NAME, MWE_CSV_1_FILE_NAME, TEI_MULTIPLE_STRUCTURE_1_FILE_NAME)
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run_structure_creation(STRUCTURE_OLD_FILE_NAME, TEI_MULTIPLE_STRUCTURE_1_FILE_NAME, STRUCTURE_NEW_FILE_NAME)
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validate_structures(STRUCTURE_NEW_FILE_NAME)
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run_mwe_extraction(STRUCTURE_NEW_FILE_NAME, TEI_MULTIPLE_FILE_NAME, MWE_CSV_2_FILE_NAME)
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run_structure_multiple_assignment(TEI_MULTIPLE_FILE_NAME, MWE_CSV_2_FILE_NAME, TEI_MULTIPLE_STRUCTURE_2_FILE_NAME)
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run_dictionary_conversion(TEI_MULTIPLE_STRUCTURE_2_FILE_NAME, DICTIONARY_MULTIPLE_FILE_NAME)
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# merge and finish
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merge_dictionaries(DICTIONARY_SINGLE_FILE_NAME, DICTIONARY_MULTIPLE_FILE_NAME, DICTIONARY_FILE_NAME)
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validate_dictionary(DICTIONARY_FILE_NAME)
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shutil.copyfile(DICTIONARY_FILE_NAME, output_lexicon_file_name)
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shutil.copyfile(STRUCTURE_NEW_FILE_NAME, output_structure_file_name)
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def split_tei_input(input_file_name, single_file_name, multiple_file_name):
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print('Splitting TEI input file ...')
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split_command = ' '.join(['python', TEI_SPLIT_SCRIPT_NAME, '-infile', input_file_name, '-single', single_file_name, '-multiple', multiple_file_name])
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os.system(split_command)
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def run_mwe_extraction(structure_file_name, tei_file_name, mwe_csv_file_name):
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print('Extracting MWEs from tei ...')
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extraction_command = ' '.join(['python', MWE_EXTRACTION_SCRIPT_NAME, structure_file_name, tei_file_name, '--all', mwe_csv_file_name, '--skip-id-check', '--fixed-restriction-order', '--new-tei'])
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print(extraction_command)
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os.system(extraction_command)
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def validate_structures(structure_file_name):
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print('Validating updated structure specifications ...')
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xml_schema = lxml.XMLSchema(lxml.parse(STRUCTURE_SCHEMA_FILE_NAME))
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xml_tree = lxml.parse(structure_file_name)
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xml_schema.assertValid(xml_tree)
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def run_structure_single_assignment(input_file_name, structure_file_name, output_file_name):
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print('Assigning structure ids ...')
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assignment_command = ' '.join(['python', STRUCTURE_SINGLE_ASSIGNMENT_SCRIPT_NAME, '-infile', input_file_name, '-structures', structure_file_name, '-outfile', output_file_name])
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os.system(assignment_command)
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def run_structure_multiple_assignment(tei_file_name, mwe_csv_file_name, output_file_name):
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print('Assigning structure ids ...')
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assignment_command = ' '.join(['python', STRUCTURE_ASSIGNMENT_SCRIPT_NAME, tei_file_name, mwe_csv_file_name, output_file_name])
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os.system(assignment_command)
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def run_structure_creation(input_file_name, tei_file_name, output_file_name):
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print('Creating missing structures ...')
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creation_command = ' '.join(['python', STRUCTURE_CREATION_SCRIPT_NAME, '-infile', input_file_name, '-tei', tei_file_name, '-outfile', output_file_name])
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os.system(creation_command)
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def run_dictionary_conversion(tei_file_name, xml_file_name):
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print('Converting to dictionary xml format ...')
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convert_command = ' '.join(['python', TEI_DICTIONARY_SCRIPT_NAME, '-infile', tei_file_name, '-outfile', xml_file_name])
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os.system(convert_command)
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def merge_dictionaries(single_file_name, multiple_file_name, output_file_name):
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print('Merging dictionary files ...')
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merge_command = ' '.join(['python', DICTIONARY_MERGE_SCRIPT_NAME, '-single', single_file_name, '-multiple', multiple_file_name, '-outfile', output_file_name])
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os.system(merge_command)
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def validate_dictionary(dictionary_file_name):
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print('Validating output dictionary file ...')
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xml_schema = lxml.XMLSchema(lxml.parse(DICTIONARY_SCHEMA_FILE_NAME))
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xml_tree = lxml.parse(dictionary_file_name)
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xml_schema.assertValid(xml_tree)
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run_pipeline(input_tei_file_name, input_structure_file_name, output_lexicon_file_name, output_structure_file_name)
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88
scripts/process.py
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88
scripts/process.py
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import argparse
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from structure_assignment.pipeline import Pipeline, create_nlp
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resource_directory = '../resources'
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def run_all(input_file_name, output_file_name, nlp, structure_file_name):
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tmp_file_name = '/tmp/tmp.xml' # TODO: do better than this
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string_to_parse(input_file_name, tmp_file_name, nlp)
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parse_to_dictionary(tmp_file_name, output_file_name, structure_file_name)
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validate_structures(structure_file_name)
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validate_dictionary(output_file_name)
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def strings_to_dictionary(input_file_name, output_file_name, nlp, structure_file_name):
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tmp_file_name = '/tmp/tmp.xml' # TODO: do better than this
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string_to_parse(input_file_name, tmp_file_name, nlp)
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parse_to_dictionary(tmp_file_name, output_file_name, structure_file_name)
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def strings_to_parse(input_file_name, output_file_name, nlp):
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pipeline = Pipeline(nlp, resource_directory)
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pipeline.import_file(input_file_name, 'strings-list')
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pipeline.do_tokenise()
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pipeline.do_tweak_conllu()
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pipeline.export_file(output_file_name, 'obeliks-tweaked')
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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_file(output_file_name, 'tei-initial')
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pipeline.cleanup()
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def parse_to_dictionary(input_file_name, output_file_name, structure_file_name):
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pipeline = Pipeline(None, resource_directory)
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pipeline.import_file(input_file_name, 'tei-initial')
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pipeline.do_split_tei()
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pipeline.do_assign_single()
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pipeline.do_tei_to_dictionary_single()
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pipeline.do_find_structure_units_first()
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pipeline.do_assign_multiple_first()
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pipeline.do_create_structures()
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pipeline.do_find_structure_units_second()
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pipeline.do_assign_multiple_second()
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pipeline.do_tei_to_dictionary_multiple()
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pipeline.do_merge_dictionaries()
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pipeline.export_file(output_file_name, 'dictionary')
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pipeline.export_file(structure_file_name, 'structures-new')
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pipeline.cleanup()
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def validate_structures(input_file_name):
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pipeline = Pipeline(None, resource_directory)
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pipeline.import_file(input_file_name, 'structures-new')
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pipeline.do_validate_structures()
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pipeline.cleanup()
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def validate_dictionary(input_file_name):
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pipeline = Pipeline(None, resource_directory)
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pipeline.import_file(input_file_name, 'dictionary')
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pipeline.do_validate_dictionary()
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pipeline.cleanup()
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if (__name__ == '__main__'):
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arg_parser = argparse.ArgumentParser(description='Run part or all of structure pipeline.')
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arg_parser.add_argument('-part', type=str, help='Part name')
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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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arg_parser.add_argument('-structures', type=str, help='Updated structure file')
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arguments = arg_parser.parse_args()
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part_name = arguments.part
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input_file_name = arguments.infile
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output_file_name = arguments.outfile
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structure_file_name = arguments.structures
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if (part_name == 'strings_to_parse'):
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nlp = create_nlp(resource_directory)
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strings_to_parse(input_file_name, output_file_name, nlp)
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elif (part_name == 'strings_to_dictionary'):
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nlp = create_nlp(resource_directory)
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strings_to_dictionary(input_file_name, output_file_name, nlp, structure_file_name)
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elif (part_name == 'parse_to_dictionary'):
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parse_to_dictionary(input_file_name, output_file_name, structure_file_name)
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elif (part_name == 'validate_structures'):
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validate_structures(input_file_name)
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elif (part_name == 'validate_dictionary'):
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validate_dictionary(input_file_name)
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elif (part_name == 'all'):
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run_all(input_file_name)
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