




"""simple docstring"""



import math
import sys







def   _SCREAMING_SNAKE_CASE       (							lowercase_						)						->		str:
 A__	=    ""
 try:
  with open(lowercase_      ,			"rb"						) as binary_file:
   A__	=    binary_file.read()
  for dat in data:
   A__	=    f"""{dat:08b}"""
   result += curr_byte
  return result
 except OSError:
  print("File not accessible"						)
  sys.exit()







def   _SCREAMING_SNAKE_CASE       (							lowercase_						)						->		str:
 A__	=    {"0": "0", "1": "1"}
 A__,				A__	=    "", ""
 A__	=    len(lowercase_						)

 for i in range(len(lowercase_						)						):
  curr_string += data_bits[i]
  if curr_string not in lexicon:
   continue

  A__	=    lexicon[curr_string]
  result += last_match_id
  A__	=    last_match_id + "0"

  if math.loga(lowercase_						).is_integer():
   A__	=    {}
   for curr_key in list(lowercase_						):
    A__	=    lexicon.pop(lowercase_						)
   A__	=    new_lex

  A__	=    last_match_id + "1"
  index += 1
  A__	=    ""
 return result







def   _SCREAMING_SNAKE_CASE       (							lowercase_      ,			lowercase_						)						->		None:
 A__	=    8
 try:
  with open(lowercase_      ,			"wb"						) as opened_file:
   A__	=    [
       to_write[i : i + byte_length]
       for i in range(0      ,			len(lowercase_						)      ,			lowercase_						)
   ]

   if len(result_byte_array[-1]						) % byte_length == 0:
    result_byte_array.append("10000000"						)
   else:
    result_byte_array[-1] += "1" + "0" * (
        byte_length - len(result_byte_array[-1]						) - 1
    )

   for elem in result_byte_array[:-1]:
    opened_file.write(int(lowercase_      ,			2						).to_bytes(1      ,			byteorder="big"						)						)
 except OSError:
  print("File not accessible"						)
  sys.exit()







def   _SCREAMING_SNAKE_CASE       (							lowercase_						)						->		str:
 A__	=    0
 for letter in data_bits:
  if letter == "1":
   break
  counter += 1

 A__	=    data_bits[counter:]
 A__	=    data_bits[counter + 1 :]
 return data_bits







def   _SCREAMING_SNAKE_CASE       (							lowercase_      ,			lowercase_						)						->		None:
 A__	=    read_file_binary(lowercase_						)
 A__	=    remove_prefix(lowercase_						)
 A__	=    decompress_data(lowercase_						)
 write_file_binary(lowercase_      ,			lowercase_						)


if __name__ == "__main__":
      compress(sys.argv[1], sys.argv[2])











"""simple docstring"""



import re

from flax.core.frozen_dict import freeze
from flax.traverse_util import flatten_dict, unflatten_dict
from jax.experimental import PartitionSpec as P


# Sentinels
SCREAMING_SNAKE_CASE    =	object()

# For specifying empty leaf dict `{}`
SCREAMING_SNAKE_CASE    =	object()







def   _SCREAMING_SNAKE_CASE       (							lowercase_      ,			lowercase_						)						->		List[Any]:
 A__	=    tuple((re.compile(x + "$"						) for x in qs)						)
 for i in range(len(lowercase_						) - len(lowercase_						) + 1						):
  A__	=    [x.match(lowercase_						) for x, y in zip(lowercase_      ,			ks[i:]						)]
  if matches and all(lowercase_						):
   return True
 return False







def   _SCREAMING_SNAKE_CASE       (							lowercase_						)						->		Optional[int]:
 def replace(lowercase_      ,			lowercase_						):
  for rule, replacement in rules:
   if _match(lowercase_      ,			lowercase_						):
    return replacement
  return val

 return replace







def   _SCREAMING_SNAKE_CASE       (							)						->		List[str]:
 return [
     # embeddings
     (("transformer", "wpe", "embedding"), P("mp"      ,			lowercase_						)),
     (("transformer", "wte", "embedding"), P("mp"      ,			lowercase_						)),
     # atention
     (("attention", "(q_proj|k_proj|v_proj)", "kernel"), P(lowercase_      ,			"mp"						)),
     (("attention", "out_proj", "kernel"), P("mp"      ,			lowercase_						)),
     (("attention", "out_proj", "bias"), None),
     # mlp
     (("mlp", "c_fc", "kernel"), P(lowercase_      ,			"mp"						)),
     (("mlp", "c_fc", "bias"), P("mp"						)),
     (("mlp", "c_proj", "kernel"), P("mp"      ,			lowercase_						)),
     (("mlp", "c_proj", "bias"), None),
     # layer norms
     ((r"ln_\d+", "bias"), None),
     ((r"\d+", r"ln_\d+", "scale"), None),
     (("ln_f", "bias"), None),
     (("ln_f", "scale"), None),
 ]







def   _SCREAMING_SNAKE_CASE       (							lowercase_						)						->		int:
 A__	=    _get_partition_rules()
 A__	=    _replacement_rules(lowercase_						)
 A__	=    {k: _unmatched for k in flatten_dict(lowercase_						)}
 A__	=    {k: replace(lowercase_      ,			lowercase_						) for k, v in initd.items()}
 assert _unmatched not in result.values(), "Incomplete partition spec."
 return freeze(unflatten_dict(lowercase_						)						)





