
from arguments import TokenizerTrainingArguments
from datasets import load_dataset
from tqdm import tqdm

from transformers import AutoTokenizer, HfArgumentParser
from transformers.models.gpta.tokenization_gpta import bytes_to_unicode


def 		UpperCAmelCase    (			a_=1_0		)	->			List[Any]:







				"""simple docstring"""



				for _ in tqdm(range(0	,     args.n_examples	,     a_		)		):
								yield [next(a_		)[args.text_column] for _ in range(a_		)]


# Configuration
SCREAMING_SNAKE_CASE							:Dict											=       HfArgumentParser(TokenizerTrainingArguments)
SCREAMING_SNAKE_CASE							:int											=       parser.parse_args()

# Base tokenizer
SCREAMING_SNAKE_CASE							:Optional[Any]											=       AutoTokenizer.from_pretrained(args.base_tokenizer)
SCREAMING_SNAKE_CASE							:str											=       list(bytes_to_unicode().values())

# Load dataset
SCREAMING_SNAKE_CASE							:List[Any]											=       load_dataset(args.dataset_name, split='train', streaming=True)
SCREAMING_SNAKE_CASE							:Dict											=       iter(dataset)


# Training and saving
SCREAMING_SNAKE_CASE							:List[Any]											=       tokenizer.train_new_from_iterator(
    batch_iterator(), vocab_size=args.vocab_size, initial_alphabet=base_vocab
)
new_tokenizer.save_pretrained(args.tokenizer_name, push_to_hub=args.push_to_hub)


from datetime import date

import requests

SCREAMING_SNAKE_CASE							:str											=       'https://api.carbonintensity.org.uk/intensity'


def 		UpperCAmelCase    (			)	->			str:







				"""simple docstring"""



				__A         =				requests.get(a_		).json()["data"][0]
				return last_half_hour["intensity"]["actual"]


def 		UpperCAmelCase    (			a_	,     a_		)	->			list:







				"""simple docstring"""



				return requests.get(F'''{BASE_URL}/{start}/{end}'''		).json()["data"]


if __name__ == "__main__":
					for entry in fetch_from_to(start=date(2020, 10, 1), end=date(2020, 10, 3)):
										print('from {from} to {to}: {intensity[actual]}'.format(**entry))
					print(f'''{fetch_last_half_hour() = }''')
