| import gzip |
| from collections import defaultdict |
| from spellchecker import SpellChecker |
| import json |
| from tqdm import tqdm |
|
|
| config = [ |
| {'title': 'English', 'lang': 'en', 'out': 'out/en.tsv'}, |
| {'title': 'Spanish', 'lang': 'es', 'out': 'out/es.tsv'}, |
| {'title': 'French', 'lang': 'fr', 'out': 'out/fr.tsv'}, |
| {'title': 'German', 'lang': 'de', 'out': 'out/de.tsv'}, |
| {'title': 'Russian', 'lang': 'ru', 'out': 'out/ru.tsv'} |
| ] |
|
|
|
|
| def get_file_dict(file_path, language): |
| spell = SpellChecker(language=language) |
| count_dict = defaultdict(int) |
| with gzip.open(file_path, mode="rt") as f: |
| file_content = f.readlines() |
|
|
| for line in tqdm(file_content): |
| parts = [el for el in line.split('\t')] |
| word = parts[0].split("_")[0] |
|
|
| if word in spell.known([word]): |
| count_dict[word] += int(parts[2]) |
|
|
| return count_dict |
|
|
|
|
| def url_to_path(url): |
| parts = url.rsplit('/', 1) |
| return 'data/' + parts[-1] |
|
|
|
|
| def get_paths(title): |
| with open('raw/dict.jsonl', 'r') as f: |
| items = [json.loads(line) for line in f] |
|
|
| links = [ |
| link['url'] |
| for item in items if item['title'] == title |
| for section in item['sections'] if section['name'] == '1-grams' |
| for link in section['links'] if link['name'].isalpha() and len(link['name']) == 1 |
| ] |
|
|
| return list(map(url_to_path, links)) |
|
|
|
|
| for single_set in config: |
| set_dict = defaultdict(int) |
|
|
| paths = get_paths(single_set['title']) |
|
|
| print(paths) |
|
|
| |
|
|
| for path in tqdm(paths): |
| new_dict = get_file_dict(path, single_set['lang']) |
| set_dict.update(new_dict) |
|
|
| with open(single_set['out'], "a") as f: |
| for key, value in set_dict.items(): |
| line = f"{key}\t{value}\n" |
| f.write(line) |
|
|
| |
|
|
|
|
| |
|
|
