



'''simple docstring'''





from typing import List, Union

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


_UpperCamelCase							       =		logging.get_logger(__name__)

_UpperCamelCase							       =		{
    '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       lowerCamelCase_					(       SCREAMING_SNAKE_CASE_  ):
  """simple docstring"""




  a_							      ="""led"""
  a_							      ={
      """num_attention_heads""": """encoder_attention_heads""",
      """hidden_size""": """d_model""",
      """attention_probs_dropout_prob""": """attention_dropout""",
      """initializer_range""": """init_std""",
  }




  def __init__(				self   :			str    ,			_a   :			Union[str, Any]=5_0265    ,			_a   :			Any=1_6384    ,			_a   :			List[Any]=1024    ,			_a   :			List[Any]=12    ,			_a   :			Any=4096    ,			_a   :			int=16    ,			_a   :			int=12    ,			_a   :			Optional[int]=4096    ,			_a   :			Tuple=16    ,			_a   :			Optional[Any]=0.0    ,			_a   :			Tuple=0.0    ,			_a   :			List[Any]=True    ,			_a   :			Optional[Any]=True    ,			_a   :			Any="gelu"    ,			_a   :			List[Any]=1024    ,			_a   :			List[str]=0.1    ,			_a   :			Dict=0.0    ,			_a   :			Tuple=0.0    ,			_a   :			Any=0.02    ,			_a   :			Optional[int]=2    ,			_a   :			Optional[int]=0.0    ,			_a   :			int=1    ,			_a   :			List[Any]=0    ,			_a   :			str=2    ,			_a   :			Union[List[int], int] = 512    ,			**_a   :			Optional[int]    ,			)      ->      Tuple:
    __lowerCamelCase : Optional[int]					 =				vocab_size
    __lowerCamelCase : List[str]					 =				max_encoder_position_embeddings
    __lowerCamelCase : Any					 =				max_decoder_position_embeddings
    __lowerCamelCase : Optional[Any]					 =				d_model
    __lowerCamelCase : str					 =				encoder_ffn_dim
    __lowerCamelCase : List[Any]					 =				encoder_layers
    __lowerCamelCase : Union[str, Any]					 =				encoder_attention_heads
    __lowerCamelCase : Optional[Any]					 =				decoder_ffn_dim
    __lowerCamelCase : Union[str, Any]					 =				decoder_layers
    __lowerCamelCase : Optional[Any]					 =				decoder_attention_heads
    __lowerCamelCase : Optional[Any]					 =				dropout
    __lowerCamelCase : List[Any]					 =				attention_dropout
    __lowerCamelCase : Optional[int]					 =				activation_dropout
    __lowerCamelCase : Optional[int]					 =				activation_function
    __lowerCamelCase : Union[str, Any]					 =				init_std
    __lowerCamelCase : str					 =				encoder_layerdrop
    __lowerCamelCase : Tuple					 =				decoder_layerdrop
    __lowerCamelCase : Dict					 =				classifier_dropout
    __lowerCamelCase : Any					 =				use_cache
    __lowerCamelCase : Union[str, Any]					 =				encoder_layers
    __lowerCamelCase : Any					 =				attention_window

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











'''simple docstring'''





import json
import os
import subprocess
import sys
import warnings
from argparse import ArgumentParser
from contextlib import AbstractContextManager
from typing import Dict, List, Optional

import requests

from ..utils import logging
from . import BaseTransformersCLICommand


_UpperCamelCase							       =		logging.get_logger(__name__)  # pylint: disable=invalid-name


_UpperCamelCase							       =		'lfs-multipart-upload'






class       lowerCamelCase_					(       SCREAMING_SNAKE_CASE_  ):
  """simple docstring"""




  @staticmethod
  def 		_lowercase  (				_a   :			ArgumentParser     )      ->      List[Any]:
    __lowerCamelCase : Union[str, Any]					 =				parser.add_parser(
        'lfs-enable-largefiles'    ,			help=(
            'Deprecated: use `huggingface-cli` instead. Configure your repository to enable upload of files > 5GB.'
        )    ,			)
    enable_parser.add_argument('path'    ,			type=_a    ,			help='Local path to repository you want to configure.'     )
    enable_parser.set_defaults(func=lambda _a     : LfsEnableCommand(_a     )     )

    __lowerCamelCase : Any					 =				parser.add_parser(
        _a    ,			help=(
            'Deprecated: use `huggingface-cli` instead. '
            'Command will get called by git-lfs, do not call it directly.'
        )    ,			)
    upload_parser.set_defaults(func=lambda _a     : LfsUploadCommand(_a     )     )






class       lowerCamelCase_					:
  """simple docstring"""




  def __init__(				self   :			Union[str, Any]    ,			_a   :			Any     )      ->      Tuple:
    __lowerCamelCase : int					 =				args




  def 		_lowercase  (				self   :			Union[str, Any]     )      ->      List[str]:
    warnings.warn(
        'Managing repositories through transformers-cli is deprecated. Please use `huggingface-cli` instead.'     )
    __lowerCamelCase : str					 =				os.path.abspath(self.args.path     )
    if not os.path.isdir(_a     ):
      print('This does not look like a valid git repo.'     )
      exit(1     )
    subprocess.run(
        'git config lfs.customtransfer.multipart.path transformers-cli'.split()    ,			check=_a    ,			cwd=_a     )
    subprocess.run(
        f'git config lfs.customtransfer.multipart.args {LFS_MULTIPART_UPLOAD_COMMAND}'.split()    ,			check=_a    ,			cwd=_a    ,			)
    print('Local repo set up for largefiles'     )




def  a_  (							_lowerCAmelCase )   ->   List[str]:
  __lowerCamelCase : int					 =				json.dumps(_lowerCAmelCase ) + '\n'
  sys.stdout.write(_lowerCAmelCase )
  sys.stdout.flush()

def  a_  (							)   ->   Optional[Dict]:
  __lowerCamelCase : str					 =				json.loads(sys.stdin.readline().strip() )

  if "terminate" in (msg.get('type' ), msg.get('event' )):
    # terminate message received
    return None

  if msg.get('event' ) not in ("download", "upload"):
    logger.critical('Received unexpected message' )
    sys.exit(1 )

  return msg






class       lowerCamelCase_					(       SCREAMING_SNAKE_CASE_  ):
  """simple docstring"""




  def __init__(				self   :			int    ,			_a   :			str    ,			_a   :			int    ,			_a   :			int     )      ->      Optional[Any]:
    __lowerCamelCase : Any					 =				filepath
    __lowerCamelCase : Dict					 =				seek_from
    __lowerCamelCase : Dict					 =				read_limit
    __lowerCamelCase : Tuple					 =				0




  def __enter__(				self   :			int     )      ->      int:
    __lowerCamelCase : Tuple					 =				open(self.filepath    ,			'rb'     )
    self.f.seek(self.seek_from     )
    return self




  def __len__(				self   :			Optional[int]     )      ->      Any:
    __lowerCamelCase : int					 =				os.fstat(self.f.fileno()     ).st_size
    return min(self.read_limit    ,			total_length - self.seek_from     )




  def 		_lowercase  (				self   :			Tuple    ,			_a   :			Optional[int]=-1     )      ->      Optional[int]:
    if self.n_seen >= self.read_limit:
      return b""
    __lowerCamelCase : Union[str, Any]					 =				self.read_limit - self.n_seen
    __lowerCamelCase : Tuple					 =				self.f.read(remaining_amount if n < 0 else min(_a    ,			_a     )     )
    self.n_seen += len(_a     )
    return data




  def __iter__(				self   :			int     )      ->      List[str]:
    yield self.read(n=4 * 1024 * 1024     )




  def __exit__(				self   :			List[str]    ,			*_a   :			int     )      ->      Optional[Any]:
    self.f.close()






class       lowerCamelCase_					:
  """simple docstring"""




  def __init__(				self   :			Optional[Any]    ,			_a   :			List[Any]     )      ->      Union[str, Any]:
    __lowerCamelCase : int					 =				args




  def 		_lowercase  (				self   :			Union[str, Any]     )      ->      Tuple:
    # Immediately after invoking a custom transfer process, git-lfs
    # sends initiation data to the process over stdin.
    # This tells the process useful information about the configuration.
    __lowerCamelCase : List[str]					 =				json.loads(sys.stdin.readline().strip()     )
    if not (init_msg.get('event'     ) == "init" and init_msg.get('operation'     ) == "upload"):
      write_msg({'error': {'code': 32, 'message': 'Wrong lfs init operation'}}     )
      sys.exit(1     )

    # The transfer process should use the information it needs from the
    # initiation structure, and also perform any one-off setup tasks it
    # needs to do. It should then respond on stdout with a simple empty
    # confirmation structure, as follows:
    write_msg({}     )

    # After the initiation exchange, git-lfs will send any number of
    # transfer requests to the stdin of the transfer process, in a serial sequence.
    while True:
      __lowerCamelCase : Any					 =				read_msg()
      if msg is None:
        # When all transfers have been processed, git-lfs will send
        # a terminate event to the stdin of the transfer process.
        # On receiving this message the transfer process should
        # clean up and terminate. No response is expected.
        sys.exit(0     )

      __lowerCamelCase : Tuple					 =				msg['oid']
      __lowerCamelCase : Dict					 =				msg['path']
      __lowerCamelCase : Any					 =				msg['action']['href']
      __lowerCamelCase : List[Any]					 =				msg['action']['header']
      __lowerCamelCase : List[str]					 =				int(header.pop('chunk_size'     )     )
      __lowerCamelCase : List[str]					 =				list(header.values()     )

      __lowerCamelCase : Any					 =				[]
      for i, presigned_url in enumerate(_a     ):
        with FileSlice(_a    ,			seek_from=i * chunk_size    ,			read_limit=_a     ) as data:
          __lowerCamelCase : Union[str, Any]					 =				requests.put(_a    ,			data=_a     )
          r.raise_for_status()
          parts.append(
              {
                  'etag': r.headers.get('etag'     ),
                  'partNumber': i + 1,
              }     )
          # In order to support progress reporting while data is uploading / downloading,
          # the transfer process should post messages to stdout
          write_msg(
              {
                  'event': 'progress',
                  'oid': oid,
                  'bytesSoFar': (i + 1) * chunk_size,
                  'bytesSinceLast': chunk_size,
              }     )
          # Not precise but that's ok.

      __lowerCamelCase : Tuple					 =				requests.post(
          _a    ,			json={
              'oid': oid,
              'parts': parts,
          }    ,			)
      r.raise_for_status()

      write_msg({'event': 'complete', 'oid': oid}     )






