import os import requests from glob import glob import time from datasets import Dataset langs = [ "asm", "awa", # "bal", "ben", "bho", # "bod", "brx", # "div", "guj", # "hif", "hin", "kan", "kha", "kok", # "lah", "mai", "mal", "mar", "mni", "nep", # "nst", "ori", "pan", "pli", # "rhg", "san", "sat", # "sin", "snd", "tam", "tel", "urd", ] HF_REPO = "sarvamai/tatoeba-indic" BASE_URL = "https://object.pouta.csc.fi/Tatoeba-Challenge-v2023-09-26/{direction}.tar" for lang in langs: direction = f"eng-{lang}" url1 = BASE_URL.format(direction=direction) # Check if the file exists response = requests.head(url1) if response.status_code == 200: print(f"File exists: {url1}") download_url = url1 else: direction = f"{lang}-eng" url2 = BASE_URL.format(direction=direction) response = requests.head(url2) if response.status_code == 200: print(f"File exists: {url2}") download_url = url2 else: raise ValueError(f"File does not exist: {url1} or {url2}") file_name = download_url.split("/")[-1] if not os.path.exists(file_name): # Download the file os.system(f"wget {download_url}") # Extract the file os.system(f"tar -xvf {file_name}") src_lang, tgt_lang = direction.split("-") sets = ["test", "dev"] for split in sets: src_files = glob(f"data/release/**/{direction}/{split}.src") if not src_files: print(f"No {split} src files found for {direction}") continue tgt_files = glob(f"data/release/**/{direction}/{split}.trg") src_lines, tgt_lines = [], [] for src_line in open(src_files[0]): src_lines.append(src_line.strip()) for tgt_line in open(tgt_files[0]): tgt_lines.append(tgt_line.strip()) assert len(src_lines) == len(tgt_lines), f"Lengths of {split} src and tgt files are not equal for {direction}" if src_lang != "eng": # Swap src and tgt src_lines, tgt_lines = tgt_lines, src_lines dataset = Dataset.from_dict({"src": src_lines, "tgt": tgt_lines}) dataset.push_to_hub(HF_REPO, lang, split=split, commit_message=f"Add {split} split for {lang} language"); time.sleep(2)