





import argparse
import os
import re


_lowerCamelCase :    int  							= '''src/transformers/models/auto'''


# re pattern that matches mapping introductions:
#    SUPER_MODEL_MAPPING_NAMES = OrderedDict or SUPER_MODEL_MAPPING = OrderedDict
_lowerCamelCase :    Union[str, Any]  							= re.compile(r'''[A-Z_]+_MAPPING(\s+|_[A-Z_]+\s+)=\s+OrderedDict''')
# re pattern that matches identifiers in mappings
_lowerCamelCase :    List[Any]  							= re.compile(r'''\s*\(\s*\"(\S[^\"]+)\"''')




def _a (  SCREAMING_SNAKE_CASE__      :  Optional[int]			,				SCREAMING_SNAKE_CASE__      :  Union[str, Any] = False       )	->    Any:

							'''simple docstring'''






							with open(_lowerCAmelCase			,				"r"			,				encoding="utf-8"       ) as f:
														SCREAMING_SNAKE_CASE__       :      Optional[Any]     =						f.read()

							SCREAMING_SNAKE_CASE__       :      List[str]     =						content.split("\n"       )
							SCREAMING_SNAKE_CASE__       :      Optional[int]     =						[]
							SCREAMING_SNAKE_CASE__       :      int     =						0
							while line_idx < len(_lowerCAmelCase       ):
														if _re_intro_mapping.search(lines[line_idx]       ) is not None:
																					SCREAMING_SNAKE_CASE__       :      str     =						len(re.search(R"^(\s*)\S"			,				lines[line_idx]       ).groups()[0]       ) + 8
																					# Start of a new mapping!
																					while not lines[line_idx].startswith(" " * indent + "("       ):
																												new_lines.append(lines[line_idx]       )
																												line_idx += 1

																					SCREAMING_SNAKE_CASE__       :      Any     =						[]
																					while lines[line_idx].strip() != "]":
																												# Blocks either fit in one line or not
																												if lines[line_idx].strip() == "(":
																																			SCREAMING_SNAKE_CASE__       :      Any     =						line_idx
																																			while not lines[line_idx].startswith(" " * indent + ")"       ):
																																										line_idx += 1
																																			blocks.append("\n".join(lines[start_idx : line_idx + 1]       )       )
																												else:
																																			blocks.append(lines[line_idx]       )
																												line_idx += 1

																					# Sort blocks by their identifiers
																					SCREAMING_SNAKE_CASE__       :      Optional[int]     =						sorted(_lowerCAmelCase			,				key=lambda SCREAMING_SNAKE_CASE__       : _re_identifier.search(_lowerCAmelCase       ).groups()[0]       )
																					new_lines += blocks
														else:
																					new_lines.append(lines[line_idx]       )
																					line_idx += 1

							if overwrite:
														with open(_lowerCAmelCase			,				"w"			,				encoding="utf-8"       ) as f:
																					f.write("\n".join(_lowerCAmelCase       )       )
							elif "\n".join(_lowerCAmelCase       ) != content:
														return True




def _a (  SCREAMING_SNAKE_CASE__      :  Optional[int] = False       )	->    List[str]:

							'''simple docstring'''






							SCREAMING_SNAKE_CASE__       :      Union[str, Any]     =						[os.path.join(_lowerCAmelCase			,				_lowerCAmelCase       ) for f in os.listdir(_lowerCAmelCase       ) if f.endswith(".py"       )]
							SCREAMING_SNAKE_CASE__       :      str     =						[sort_auto_mapping(_lowerCAmelCase			,				overwrite=_lowerCAmelCase       ) for fname in fnames]

							if not overwrite and any(_lowerCAmelCase       ):
														SCREAMING_SNAKE_CASE__       :      List[str]     =						[f for f, d in zip(_lowerCAmelCase			,				_lowerCAmelCase       ) if d]
														raise ValueError(
														    f'''The following files have auto mappings that need sorting: {", ".join(_lowerCAmelCase       )}. Run `make style` to fix'''
														    " this."       )


if __name__ == "__main__":
		_lowerCamelCase :    str  							= argparse.ArgumentParser()
		parser.add_argument('''--check_only''', action='''store_true''', help='''Whether to only check or fix style.''')
		_lowerCamelCase :    Dict  							= parser.parse_args()

		sort_all_auto_mappings(not args.check_only)













from __future__ import annotations

import math
from collections import Counter
from string import ascii_lowercase




def _a (  SCREAMING_SNAKE_CASE__      :  str       )	->    None:

							'''simple docstring'''






							SCREAMING_SNAKE_CASE__   ,SCREAMING_SNAKE_CASE__       :      Dict     =						analyze_text(SCREAMING_SNAKE_CASE__       )
							SCREAMING_SNAKE_CASE__       :      Tuple     =						list(" " + ascii_lowercase       )
							# what is our total sum of probabilities.
							SCREAMING_SNAKE_CASE__       :      str     =						sum(single_char_strings.values()       )

							# one length string
							SCREAMING_SNAKE_CASE__       :      str     =						0
							# for each alpha we go in our dict and if it is in it we calculate entropy
							for ch in my_alphas:
														if ch in single_char_strings:
																					SCREAMING_SNAKE_CASE__       :      Optional[int]     =						single_char_strings[ch]
																					SCREAMING_SNAKE_CASE__       :      Any     =						my_str / all_sum
																					my_fir_sum += prob * math.loga(SCREAMING_SNAKE_CASE__       )  # entropy formula.

    # print entropy
							print(f'''{round(-1 * my_fir_sum       ):.1f}'''       )

							# two len string
							SCREAMING_SNAKE_CASE__       :      Union[str, Any]     =						sum(two_char_strings.values()       )
							SCREAMING_SNAKE_CASE__       :      int     =						0
							# for each alpha (two in size) calculate entropy.
							for cha in my_alphas:
														for cha in my_alphas:
																					SCREAMING_SNAKE_CASE__       :      List[str]     =						cha + cha
																					if sequence in two_char_strings:
																												SCREAMING_SNAKE_CASE__       :      Optional[Any]     =						two_char_strings[sequence]
																												SCREAMING_SNAKE_CASE__       :      Tuple     =						int(SCREAMING_SNAKE_CASE__       ) / all_sum
																												my_sec_sum += prob * math.loga(SCREAMING_SNAKE_CASE__       )

    # print second entropy
							print(f'''{round(-1 * my_sec_sum       ):.1f}'''       )

							# print the difference between them
							print(f'''{round((-1 * my_sec_sum) - (-1 * my_fir_sum)       ):.1f}'''       )




def _a (  SCREAMING_SNAKE_CASE__      :  str       )	->    tuple[dict, dict]:

							'''simple docstring'''






							SCREAMING_SNAKE_CASE__       :      str     =						Counter()  # type: ignore
							SCREAMING_SNAKE_CASE__       :      Dict     =						Counter()  # type: ignore
							single_char_strings[text[-1]] += 1

							# first case when we have space at start.
							two_char_strings[" " + text[0]] += 1
							for i in range(0			,				len(SCREAMING_SNAKE_CASE__       ) - 1       ):
														single_char_strings[text[i]] += 1
														two_char_strings[text[i : i + 2]] += 1
							return single_char_strings, two_char_strings




def _a (  )	->    str:

							'''simple docstring'''






							import doctest

							doctest.testmod()
							# text = (
							#     "Had repulsive dashwoods suspicion sincerity but advantage now him. Remark "
							#     "easily garret nor nay. Civil those mrs enjoy shy fat merry. You greatest "
							#     "jointure saw horrible. He private he on be imagine suppose. Fertile "
							#     "beloved evident through no service elderly is. Blind there if every no so "
							#     "at. Own neglected you preferred way sincerity delivered his attempted. To "
							#     "of message cottage windows do besides against uncivil.  Delightful "
							#     "unreserved impossible few estimating men favourable see entreaties. She "
							#     "propriety immediate was improving. He or entrance humoured likewise "
							#     "moderate. Much nor game son say feel. Fat make met can must form into "
							#     "gate. Me we offending prevailed discovery. "
							# )

							# calculate_prob(text)


if __name__ == "__main__":
		main()






