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


lowerCAmelCase__  	=      logging.get_logger(__name__)

lowerCAmelCase__  	=      {
    "google/reformer-crime-and-punishment": (
        "https://huggingface.co/google/reformer-crime-and-punishment/resolve/main/config.json"
    ),
    "google/reformer-enwik8": "https://huggingface.co/google/reformer-enwik8/resolve/main/config.json",
}
class 	_a  (							lowerCamelCase_					):



	"""simple docstring"""



	__SCREAMING_SNAKE_CASE              =					'reformer'
	__SCREAMING_SNAKE_CASE              =					['past_buckets_states']
	__SCREAMING_SNAKE_CASE              =					{}


	def __init__(   self       ,  lowerCAmelCase_=64       ,  lowerCAmelCase_=["local", "lsh", "local", "lsh", "local", "lsh"]       ,  lowerCAmelCase_=1.0       ,  lowerCAmelCase_=True       ,  lowerCAmelCase_=[64, 64]       ,  lowerCAmelCase_=[64, 192]       ,  lowerCAmelCase_=0       ,  lowerCAmelCase_=2       ,  lowerCAmelCase_=512       ,  lowerCAmelCase_=None       ,  lowerCAmelCase_="relu"       ,  lowerCAmelCase_=0.0_5       ,  lowerCAmelCase_=256       ,  lowerCAmelCase_=0.0_2       ,  lowerCAmelCase_=False       ,  lowerCAmelCase_=1e-12       ,  lowerCAmelCase_=1       ,  lowerCAmelCase_=0       ,  lowerCAmelCase_=0.0_5       ,  lowerCAmelCase_=64       ,  lowerCAmelCase_=64       ,  lowerCAmelCase_=0.0       ,  lowerCAmelCase_=1       ,  lowerCAmelCase_=0       ,  lowerCAmelCase_=4096       ,  lowerCAmelCase_=12       ,  lowerCAmelCase_=None       ,  lowerCAmelCase_=1       ,  lowerCAmelCase_=0       ,  lowerCAmelCase_=320       ,  lowerCAmelCase_=False       ,  lowerCAmelCase_=True       ,  lowerCAmelCase_=None       ,  **lowerCAmelCase_       ,  ):
		_lowercase   =hash_seed
		_lowercase   =vocab_size
		_lowercase   =attention_head_size
		_lowercase   =hidden_size
		_lowercase   =num_attention_heads
		_lowercase   =num_hashes
		_lowercase   =len(lowerCAmelCase_       )
		_lowercase   =tuple(lowerCAmelCase_       ) if isinstance(lowerCAmelCase_       ,  lowerCAmelCase_       ) else num_buckets
		_lowercase   =lsh_attn_chunk_length
		_lowercase   =local_attn_chunk_length
		_lowercase   =lsh_num_chunks_after
		_lowercase   =lsh_num_chunks_before
		_lowercase   =local_num_chunks_after
		_lowercase   =local_num_chunks_before
		_lowercase   =hidden_act
		_lowercase   =feed_forward_size
		_lowercase   =hidden_dropout_prob
		_lowercase   =lsh_attention_probs_dropout_prob
		_lowercase   =local_attention_probs_dropout_prob
		_lowercase   =max_position_embeddings
		_lowercase   =initializer_range
		_lowercase   =layer_norm_eps
		_lowercase   =axial_pos_embds
		_lowercase   =tuple(lowerCAmelCase_       )
		_lowercase   =tuple(lowerCAmelCase_       )
		_lowercase   =axial_norm_std
		_lowercase   =chunk_size_lm_head
		_lowercase   =attn_layers
		_lowercase   =use_cache
		_lowercase   =classifier_dropout
		super().__init__(
		    pad_token_id=lowerCAmelCase_       ,  eos_token_id=lowerCAmelCase_       ,  is_decoder=lowerCAmelCase_       ,  tie_word_embeddings=lowerCAmelCase_       ,  **lowerCAmelCase_       ,  )










'''simple docstring'''





from __future__ import annotations

import sys




class      UpperCamelCase       :



  def __init__(			self		,     __lowerCAmelCase		,     __lowerCAmelCase ):







      '''simple docstring'''


      _a				:							str							       =      letter
      _a				:							int							       =      freq
      _a				:							dict[str, str]							       =      {}



  def __repr__(			self ):







      '''simple docstring'''


      return f'''{self.letter}:{self.freq}'''






class      UpperCamelCase       :



  def __init__(			self		,     __lowerCAmelCase		,     __lowerCAmelCase		,     __lowerCAmelCase ):







      '''simple docstring'''


      _a				:							int							       =      freq
      _a				:							Letter | TreeNode							       =      left
      _a				:							Letter | TreeNode							       =      right






def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							dict[str, int]							       =      {}
    with open(UpperCAmelCase_						) as f:
        while True:
            _a				:							Any							       =      f.read(1						)
            if not c:
                break
            _a				:							Optional[Any]							       =      chars[c] + 1 if c in chars else 1
    return sorted((Letter(UpperCAmelCase_   ,	UpperCAmelCase_						) for c, f in chars.items())   ,	key=lambda UpperCAmelCase_						: x.freq						)





def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							list[Letter | TreeNode]							       =      letters  # type: ignore
    while len(UpperCAmelCase_						) > 1:
        _a				:							List[Any]							       =      response.pop(0						)
        _a				:							List[str]							       =      response.pop(0						)
        _a				:							Dict							       =      left.freq + right.freq
        _a				:							Any							       =      TreeNode(UpperCAmelCase_   ,	UpperCAmelCase_   ,	UpperCAmelCase_						)
        response.append(UpperCAmelCase_						)
        response.sort(key=lambda UpperCAmelCase_						: x.freq						)
    return response[0]





def UpperCAmelCase    (       UpperCAmelCase_   ,	UpperCAmelCase_						):
    if isinstance(UpperCAmelCase_   ,	UpperCAmelCase_						):
        _a				:							int							       =      bitstring
        return [root]
    _a				:							TreeNode							       =      root  # type: ignore
    _a				:							Optional[Any]							       =      []
    letters += traverse_tree(treenode.left   ,	bitstring + """0"""						)
    letters += traverse_tree(treenode.right   ,	bitstring + """1"""						)
    return letters





def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							Optional[Any]							       =      parse_file(UpperCAmelCase_						)
    _a				:							Tuple							       =      build_tree(UpperCAmelCase_						)
    _a				:							Union[str, Any]							       =      {
        k: v for letter in traverse_tree(UpperCAmelCase_   ,	""""""						) for k, v in letter.bitstring.items()
    }
    print(F'''Huffman Coding  of {file_path}: '''						)
    with open(UpperCAmelCase_						) as f:
        while True:
            _a				:							Any							       =      f.read(1						)
            if not c:
                break
            print(letters[c]   ,	end=""" """						)
    print()


if __name__ == "__main__":
  # pass the file path to the huffman function
  huffman(sys.argv[1])


