"""simple docstring"""







from typing import List, Union

from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCamelCase_							:							List[Any]				 =		logging.get_logger(__name__)

UpperCamelCase_							:							int				 =		{
    '''allenai/led-base-16384''': '''https://huggingface.co/allenai/led-base-16384/resolve/main/config.json''',
    # See all LED models at https://huggingface.co/models?filter=led
}


class       _lowercase		( lowerCamelCase_	):
				lowerCamelCase__							=							'''led'''
				lowerCamelCase__							=							{
				    '''num_attention_heads''': '''encoder_attention_heads''',
				    '''hidden_size''': '''d_model''',
				    '''attention_probs_dropout_prob''': '''attention_dropout''',
				    '''initializer_range''': '''init_std''',
				}

				def __init__(  self							:     str							,     _lowercase							:     Tuple=5_0_2_6_5							,     _lowercase							:     str=1_6_3_8_4							,     _lowercase							:     List[Any]=1_0_2_4							,     _lowercase							:     Optional[Any]=1_2							,     _lowercase							:     Dict=4_0_9_6							,     _lowercase							:     List[Any]=1_6							,     _lowercase							:     List[str]=1_2							,     _lowercase							:     List[Any]=4_0_9_6							,     _lowercase							:     Dict=1_6							,     _lowercase							:     Optional[Any]=0.0							,     _lowercase							:     Any=0.0							,     _lowercase							:     int=True							,     _lowercase							:     Any=True							,     _lowercase							:     str="gelu"							,     _lowercase							:     Union[str, Any]=1_0_2_4							,     _lowercase							:     Optional[Any]=0.1							,     _lowercase							:     Optional[Any]=0.0							,     _lowercase							:     Tuple=0.0							,     _lowercase							:     Union[str, Any]=0.02							,     _lowercase							:     Tuple=2							,     _lowercase							:     Optional[Any]=0.0							,     _lowercase							:     List[Any]=1							,     _lowercase							:     int=0							,     _lowercase							:     Optional[int]=2							,     _lowercase							:     Optional[int] = 5_1_2							,     **_lowercase							:     Union[str, Any]							,     ):


										'''simple docstring'''
										UpperCAmelCase__       						=		vocab_size
										UpperCAmelCase__       						=		max_encoder_position_embeddings
										UpperCAmelCase__       						=		max_decoder_position_embeddings
										UpperCAmelCase__       						=		d_model
										UpperCAmelCase__       						=		encoder_ffn_dim
										UpperCAmelCase__       						=		encoder_layers
										UpperCAmelCase__       						=		encoder_attention_heads
										UpperCAmelCase__       						=		decoder_ffn_dim
										UpperCAmelCase__       						=		decoder_layers
										UpperCAmelCase__       						=		decoder_attention_heads
										UpperCAmelCase__       						=		dropout
										UpperCAmelCase__       						=		attention_dropout
										UpperCAmelCase__       						=		activation_dropout
										UpperCAmelCase__       						=		activation_function
										UpperCAmelCase__       						=		init_std
										UpperCAmelCase__       						=		encoder_layerdrop
										UpperCAmelCase__       						=		decoder_layerdrop
										UpperCAmelCase__       						=		classifier_dropout
										UpperCAmelCase__       						=		use_cache
										UpperCAmelCase__       						=		encoder_layers
										UpperCAmelCase__       						=		attention_window

										super().__init__(
										    pad_token_id=snake_case_							,     bos_token_id=snake_case_							,     eos_token_id=snake_case_							,     is_encoder_decoder=snake_case_							,     decoder_start_token_id=snake_case_							,     **snake_case_							,     )


'''simple docstring'''


import io
import json
import subprocess


snake_case__	:     Any      =    [
    ['''en''', '''ru'''],
    ['''ru''', '''en'''],
    ['''en''', '''de'''],
    ['''de''', '''en'''],
]

snake_case__	:     Tuple      =    8


def    _lowerCamelCase       ( lowerCamelCase_   :				Tuple      ,	lowerCamelCase_   :				Union[str, Any]  ):



     """simple docstring"""





     UpperCAmelCase_				:  List[Any]  = {}
     for src, tgt in pairs:
          UpperCAmelCase_				:  str  = F'''{src}-{tgt}'''
          UpperCAmelCase_				:  List[str]  = F'''sacrebleu -t wmt19 -l {pair} --echo src'''.split()
          UpperCAmelCase_				:  Any  = subprocess.run(lowerCamelCase_      ,	stdout=subprocess.PIPE  ).stdout.decode('utf-8'  ).splitlines()
          UpperCAmelCase_				:  Any  = F'''sacrebleu -t wmt19 -l {pair} --echo ref'''.split()
          UpperCAmelCase_				:  List[str]  = subprocess.run(lowerCamelCase_      ,	stdout=subprocess.PIPE  ).stdout.decode('utf-8'  ).splitlines()
          UpperCAmelCase_				:  str  = {'src': src_lines[:n_objs], 'tgt': tgt_lines[:n_objs]}
     return text


snake_case__	:     Union[str, Any]      =    get_all_data(pairs, n_objs)
snake_case__	:     Dict      =    '''./fsmt_val_data.json'''
with io.open(filename, '''w''', encoding='''utf-8''') as f:
 snake_case__	:     List[str]      =    json.dump(text, f, indent=2, ensure_ascii=False)






