Datasets:
Tasks:
Summarization
Multilinguality:
multilingual
Language Creators:
crowdsourced
Annotations Creators:
crowdsourced
Source Datasets:
original
ArXiv:
Tags:
License:
| import itertools | |
| import logging | |
| import os | |
| import pickle | |
| import shutil | |
| from glob import glob | |
| from os.path import join as pjoin | |
| _URLs = { | |
| "arabic": "https://drive.google.com/uc?export=download&id=1__EjA6oZsgXQpggPm-h54jZu3kP6Y6zu", | |
| "chinese": "https://drive.google.com/uc?export=download&id=1TuWH7uwu6V90QWmZn25qhou1rm97Egmn", | |
| "czech": "https://drive.google.com/uc?export=download&id=1GcUN6mytEcOMBBOvjJOQzBmEkc-LdgQg", | |
| "dutch": "https://drive.google.com/uc?export=download&id=1-w-0uqaC6hnRn1F_3XqJEvi09zlcTIhX", | |
| "english": "https://drive.google.com/uc?export=download&id=11wMGqNVSwwk6zUnDaJEgm3qT71kAHeff", | |
| "french": "https://drive.google.com/uc?export=download&id=1Uit4Og1pk-br_0UJIO5sdhApyhTuHzqo", | |
| "german": "https://drive.google.com/uc?export=download&id=1meSNZHxd_0TZLKCRCYGN-Ke3IA5c1qOE", | |
| "hindi": "https://drive.google.com/uc?export=download&id=1ZyFGufe4puX3vjGPbp4xg9Hca3Gwq22g", | |
| "indonesian": "https://drive.google.com/uc?export=download&id=1PGa8j1_IqxiGTc3SU6NMB38sAzxCPS34", | |
| "italian": "https://drive.google.com/uc?export=download&id=1okwGJiOZmTpNRNgJLCnjFF4Q0H1z4l6_", | |
| "japanese": "https://drive.google.com/uc?export=download&id=1Z2ty5hU0tIGRZRDlFQZLO7b5vijRfvo0", | |
| "korean": "https://drive.google.com/uc?export=download&id=1cqu_YAgvlyVSzzjcUyP1Cz7q0k8Pw7vN", | |
| "portuguese": "https://drive.google.com/uc?export=download&id=1GTHUJxxmjLmG2lnF9dwRgIDRFZaOY3-F", | |
| "russian": "https://drive.google.com/uc?export=download&id=1fUR3MqJ8jTMka6owA0S-Fe6aHmiophc_", | |
| "spanish": "https://drive.google.com/uc?export=download&id=1KtMDsoYNukGP89PLujQTGVgt37cOARs5", | |
| "thai": "https://drive.google.com/uc?export=download&id=1QsV8C5EPJrQl37mwva_5-IJOrCaOi2tH", | |
| "turkish": "https://drive.google.com/uc?export=download&id=1M1M5yIOyjKWGprc3LUeVVwxgKXxgpqxm", | |
| "vietnamese": "https://drive.google.com/uc?export=download&id=17FGi8KI9N9SuGe7elM8qU8_3fx4sfgTr", | |
| } | |
| def sanitize_url(url): | |
| """Convert the url into correct format""" | |
| url = url.replace("https://drive.google.com/", "") | |
| url = url.replace("?", "%3F") | |
| url = url.replace("=", "%3D") | |
| url = url.replace("&", "%26") | |
| return url | |
| def create(): | |
| """Creates the dummy pickle file with a subset of data""" | |
| # 1. Download the google drive folder : https://drive.google.com/drive/folders/1PFvXUOsW_KSEzFm5ixB8J8BDB8zRRfHW | |
| # and specify the decompressed folder location | |
| downloaded_data_path = "/Users/katnoria/Downloads/WikiLingua" | |
| files = glob(f"{downloaded_data_path}/*.pkl") | |
| base_path = "/Users/katnoria/dev/projects/workspaces/python/datasets" | |
| for key in _URLs.keys(): | |
| # data = load_dataset('./datasets/wiki_lingua', key) | |
| logging.info(f"Finding {key}.pkl") | |
| filepath = [name for name in files if name.endswith(f"{key}.pkl")][0] | |
| with open(filepath, "rb") as f: | |
| data = pickle.load(f) | |
| data_subset = dict(itertools.islice(data.items(), 3)) | |
| fname = sanitize_url(_URLs[key]) | |
| dirname = pjoin(base_path, f"datasets/wiki_lingua/dummy/{key}/1.1.0/dummy_data") | |
| if not os.path.exists(dirname): | |
| logging.info(f"created folder {dirname}") | |
| os.makedirs(dirname) | |
| fname = pjoin(dirname, fname) | |
| logging.info(f"creating for {key}:{fname}") | |
| with open(fname, "wb") as f: | |
| pickle.dump(data_subset, f) | |
| logging.info("SUCCESS") | |
| def zip(): | |
| """Zip the file""" | |
| base_path = "/Users/katnoria/dev/projects/workspaces/python/datasets" | |
| for key in _URLs.keys(): | |
| # dirname = pjoin(base_path, f"datasets/wiki_lingua/dummy/{key}/1.1.0/dummy_data") | |
| dirname = pjoin(base_path, f"datasets/wiki_lingua/dummy/{key}/1.1.0") | |
| logging.info(f"Zipping {dirname}") | |
| shutil.make_archive(f"{dirname}/dummy_data", "zip", dirname, "dummy_data") | |
| shutil.rmtree(f"{dirname}/dummy_data") | |
| logging.info(f"Deleted folder {dirname}/dummy_data") | |
| # Utility script to create the dummy data and zip the contents | |
| # 1. Create data | |
| create() | |
| # 2. Zip contents | |
| zip() | |