


import argparse
import glob
import importlib.util
import os
import re

import black
from doc_builder.style_doc import style_docstrings_in_code


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_copies.py
lowerCamelCase											=       'src/diffusers'
lowerCamelCase											=       '.'


# This is to make sure the diffusers module imported is the one in the repo.
lowerCamelCase											=       importlib.util.spec_from_file_location(
    'diffusers',
    os.path.join(DIFFUSERS_PATH, '__init__.py'),
    submodule_search_locations=[DIFFUSERS_PATH],
)
lowerCamelCase											=       spec.loader.load_module()




def 	a_      (    SCREAMING_SNAKE_CASE__					:      Any		,			SCREAMING_SNAKE_CASE__					:      List[Any]     ):
       '''simple docstring'''





       return line.startswith(SCREAMING_SNAKE_CASE__     ) or len(SCREAMING_SNAKE_CASE__     ) <= 1 or re.search(r'^\s*\)(\s*->.*:|:)\s*$'		,			SCREAMING_SNAKE_CASE__     ) is not None




def 	a_      (    SCREAMING_SNAKE_CASE__					:      Tuple     ):
       '''simple docstring'''





       _lowerCamelCase       :		Dict		=object_name.split('.'     )
       _lowerCamelCase       :		Tuple		=0

       # First let's find the module where our object lives.
       _lowerCamelCase       :		Union[str, Any]		=parts[i]
       while i < len(SCREAMING_SNAKE_CASE__     ) and not os.path.isfile(os.path.join(SCREAMING_SNAKE_CASE__		,			F'''{module}.py'''     )     ):
              i += 1
              if i < len(SCREAMING_SNAKE_CASE__     ):
                     _lowerCamelCase       :		Dict		=os.path.join(SCREAMING_SNAKE_CASE__		,			parts[i]     )
       if i >= len(SCREAMING_SNAKE_CASE__     ):
              raise ValueError(F'''`object_name` should begin with the name of a module of diffusers but got {object_name}.'''     )

       with open(os.path.join(SCREAMING_SNAKE_CASE__		,			F'''{module}.py'''     )		,			'r'		,			encoding='utf-8'		,			newline='\n'     ) as f:
              _lowerCamelCase       :		List[Any]		=f.readlines()

       # Now let's find the class / func in the code!
       _lowerCamelCase       :		Tuple		=''
       _lowerCamelCase       :		List[Any]		=0
       for name in parts[i + 1 :]:
              while (
                  line_index < len(SCREAMING_SNAKE_CASE__     ) and re.search(rF'''^{indent}(class|def)\s+{name}(\(|\:)'''		,			lines[line_index]     ) is None
              ):
                     line_index += 1
              indent += "    "
              line_index += 1

       if line_index >= len(SCREAMING_SNAKE_CASE__     ):
              raise ValueError(F''' {object_name} does not match any function or class in {module}.'''     )

       # We found the beginning of the class / func, now let's find the end (when the indent diminishes).
       _lowerCamelCase       :		Optional[Any]		=line_index
       while line_index < len(SCREAMING_SNAKE_CASE__     ) and _should_continue(lines[line_index]		,			SCREAMING_SNAKE_CASE__     ):
              line_index += 1
       # Clean up empty lines at the end (if any).
       while len(lines[line_index - 1]     ) <= 1:
              line_index -= 1

       _lowerCamelCase       :		str		=lines[start_index:line_index]
       return "".join(SCREAMING_SNAKE_CASE__     )


lowerCamelCase											=       re.compile(R'^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)')
lowerCamelCase											=       re.compile(R'^\s*(\S+)->(\S+)(\s+.*|$)')
lowerCamelCase											=       re.compile(R'<FILL\s+[^>]*>')




def 	a_      (    SCREAMING_SNAKE_CASE__					:      Any     ):
       '''simple docstring'''





       _lowerCamelCase       :		Any		=code.split('\n'     )
       _lowerCamelCase       :		Optional[Any]		=0
       while idx < len(SCREAMING_SNAKE_CASE__     ) and len(lines[idx]     ) == 0:
              idx += 1
       if idx < len(SCREAMING_SNAKE_CASE__     ):
              return re.search(r'^(\s*)\S'		,			lines[idx]     ).groups()[0]
       return ""




def 	a_      (    SCREAMING_SNAKE_CASE__					:      List[str]     ):
       '''simple docstring'''





       _lowerCamelCase       :		Optional[Any]		=len(get_indent(SCREAMING_SNAKE_CASE__     )     ) > 0
       if has_indent:
              _lowerCamelCase       :		Optional[int]		=F'''class Bla:\n{code}'''
       _lowerCamelCase       :		Any		=black.Mode(target_versions={black.TargetVersion.PYaa}		,			line_length=119		,			preview=SCREAMING_SNAKE_CASE__     )
       _lowerCamelCase       :		str		=black.format_str(SCREAMING_SNAKE_CASE__		,			mode=SCREAMING_SNAKE_CASE__     )
       _lowerCamelCase	,     _lowerCamelCase       :		List[str]		=style_docstrings_in_code(SCREAMING_SNAKE_CASE__     )
       return result[len('class Bla:\n'     ) :] if has_indent else result




def 	a_      (    SCREAMING_SNAKE_CASE__					:      List[Any]		,			SCREAMING_SNAKE_CASE__					:      Any=False     ):
       '''simple docstring'''





       with open(SCREAMING_SNAKE_CASE__		,			'r'		,			encoding='utf-8'		,			newline='\n'     ) as f:
              _lowerCamelCase       :		Union[str, Any]		=f.readlines()
       _lowerCamelCase       :		Union[str, Any]		=[]
       _lowerCamelCase       :		List[str]		=0
       # Not a for loop cause `lines` is going to change (if `overwrite=True`).
       while line_index < len(SCREAMING_SNAKE_CASE__     ):
              _lowerCamelCase       :		Tuple		=_re_copy_warning.search(lines[line_index]     )
              if search is None:
                     line_index += 1
                     continue

              # There is some copied code here, let's retrieve the original.
              _lowerCamelCase	,     _lowerCamelCase	,     _lowerCamelCase       :		Tuple		=search.groups()
              _lowerCamelCase       :		Union[str, Any]		=find_code_in_diffusers(SCREAMING_SNAKE_CASE__     )
              _lowerCamelCase       :		Tuple		=get_indent(SCREAMING_SNAKE_CASE__     )

              _lowerCamelCase       :		Union[str, Any]		=line_index + 1 if indent == theoretical_indent else line_index + 2
              _lowerCamelCase       :		Union[str, Any]		=theoretical_indent
              _lowerCamelCase       :		Dict		=start_index

              # Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
              _lowerCamelCase       :		Optional[Any]		=True
              while line_index < len(SCREAMING_SNAKE_CASE__     ) and should_continue:
                     line_index += 1
                     if line_index >= len(SCREAMING_SNAKE_CASE__     ):
                            break
                     _lowerCamelCase       :		Tuple		=lines[line_index]
                     _lowerCamelCase       :		List[str]		=_should_continue(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     ) and re.search(F'''^{indent}# End copy'''		,			SCREAMING_SNAKE_CASE__     ) is None
              # Clean up empty lines at the end (if any).
              while len(lines[line_index - 1]     ) <= 1:
                     line_index -= 1

              _lowerCamelCase       :		Optional[Any]		=lines[start_index:line_index]
              _lowerCamelCase       :		Optional[int]		=''.join(SCREAMING_SNAKE_CASE__     )

              # Remove any nested `Copied from` comments to avoid circular copies
              _lowerCamelCase       :		int		=[line for line in theoretical_code.split('\n'     ) if _re_copy_warning.search(SCREAMING_SNAKE_CASE__     ) is None]
              _lowerCamelCase       :		List[Any]		='\n'.join(SCREAMING_SNAKE_CASE__     )

              # Before comparing, use the `replace_pattern` on the original code.
              if len(SCREAMING_SNAKE_CASE__     ) > 0:
                     _lowerCamelCase       :		Any		=replace_pattern.replace('with'		,			''     ).split(','     )
                     _lowerCamelCase       :		Any		=[_re_replace_pattern.search(SCREAMING_SNAKE_CASE__     ) for p in patterns]
                     for pattern in patterns:
                            if pattern is None:
                                   continue
                            _lowerCamelCase	,     _lowerCamelCase	,     _lowerCamelCase       :		Tuple		=pattern.groups()
                            _lowerCamelCase       :		Optional[int]		=re.sub(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     )
                            if option.strip() == "all-casing":
                                   _lowerCamelCase       :		str		=re.sub(obja.lower()		,			obja.lower()		,			SCREAMING_SNAKE_CASE__     )
                                   _lowerCamelCase       :		int		=re.sub(obja.upper()		,			obja.upper()		,			SCREAMING_SNAKE_CASE__     )

            # Blackify after replacement. To be able to do that, we need the header (class or function definition)
            # from the previous line
                     _lowerCamelCase       :		Optional[Any]		=blackify(lines[start_index - 1] + theoretical_code     )
                     _lowerCamelCase       :		Union[str, Any]		=theoretical_code[len(lines[start_index - 1]     ) :]

              # Test for a diff and act accordingly.
              if observed_code != theoretical_code:
                     diffs.append([object_name, start_index]     )
                     if overwrite:
                            _lowerCamelCase       :		Optional[Any]		=lines[:start_index] + [theoretical_code] + lines[line_index:]
                            _lowerCamelCase       :		Optional[Any]		=start_index + 1

       if overwrite and len(SCREAMING_SNAKE_CASE__     ) > 0:
              # Warn the user a file has been modified.
              print(F'''Detected changes, rewriting {filename}.'''     )
              with open(SCREAMING_SNAKE_CASE__		,			'w'		,			encoding='utf-8'		,			newline='\n'     ) as f:
                     f.writelines(SCREAMING_SNAKE_CASE__     )
       return diffs




def 	a_      (    SCREAMING_SNAKE_CASE__					:      bool = False     ):
       '''simple docstring'''





       _lowerCamelCase       :		Optional[int]		=glob.glob(os.path.join(SCREAMING_SNAKE_CASE__		,			'**/*.py'     )		,			recursive=SCREAMING_SNAKE_CASE__     )
       _lowerCamelCase       :		List[Any]		=[]
       for filename in all_files:
              _lowerCamelCase       :		List[str]		=is_copy_consistent(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     )
              diffs += [F'''- {filename}: copy does not match {d[0]} at line {d[1]}''' for d in new_diffs]
       if not overwrite and len(SCREAMING_SNAKE_CASE__     ) > 0:
              _lowerCamelCase       :		Optional[Any]		='\n'.join(SCREAMING_SNAKE_CASE__     )
              raise Exception(
                  'Found the following copy inconsistencies:\n'
                  + diff
                  + '\nRun `make fix-copies` or `python utils/check_copies.py --fix_and_overwrite` to fix them.'     )


if __name__ == "__main__":
 lowerCamelCase											=       argparse.ArgumentParser()
 parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
 lowerCamelCase											=       parser.parse_args()

 check_copies(args.fix_and_overwrite)






from collections.abc import Generator
from math import sin




def 	a_      (    SCREAMING_SNAKE_CASE__					:      bytes     ):
       '''simple docstring'''





       if len(SCREAMING_SNAKE_CASE__     ) != 32:
              raise ValueError('Input must be of length 32'     )

       _lowerCamelCase       :		Any		=b''
       for i in [3, 2, 1, 0]:
              little_endian += string_aa[8 * i : 8 * i + 8]
       return little_endian




def 	a_      (    SCREAMING_SNAKE_CASE__					:      int     ):
       '''simple docstring'''





       if i < 0:
              raise ValueError('Input must be non-negative'     )

       _lowerCamelCase       :		Optional[int]		=format(SCREAMING_SNAKE_CASE__		,			'08x'     )[-8:]
       _lowerCamelCase       :		List[Any]		=b''
       for i in [3, 2, 1, 0]:
              little_endian_hex += hex_rep[2 * i : 2 * i + 2].encode('utf-8'     )
       return little_endian_hex




def 	a_      (    SCREAMING_SNAKE_CASE__					:      bytes     ):
       '''simple docstring'''





       _lowerCamelCase       :		Dict		=b''
       for char in message:
              bit_string += format(SCREAMING_SNAKE_CASE__		,			'08b'     ).encode('utf-8'     )
       _lowerCamelCase       :		Dict		=format(len(SCREAMING_SNAKE_CASE__     )		,			'064b'     ).encode('utf-8'     )

       # Pad bit_string to a multiple of 512 chars
       bit_string += b"1"
       while len(SCREAMING_SNAKE_CASE__     ) % 512 != 448:
              bit_string += b"0"
       bit_string += to_little_endian(start_len[32:]     ) + to_little_endian(start_len[:32]     )

       return bit_string




def 	a_      (    SCREAMING_SNAKE_CASE__					:      bytes     ):
       '''simple docstring'''





       if len(SCREAMING_SNAKE_CASE__     ) % 512 != 0:
              raise ValueError('Input must have length that\'s a multiple of 512'     )

       for pos in range(0		,			len(SCREAMING_SNAKE_CASE__     )		,			512     ):
              _lowerCamelCase       :		str		=bit_string[pos : pos + 512]
              _lowerCamelCase       :		Tuple		=[]
              for i in range(0		,			512		,			32     ):
                     block_words.append(int(to_little_endian(block[i : i + 32]     )		,			2     )     )
              yield block_words




def 	a_      (    SCREAMING_SNAKE_CASE__					:      int     ):
       '''simple docstring'''





       if i < 0:
              raise ValueError('Input must be non-negative'     )

       _lowerCamelCase       :		List[str]		=format(SCREAMING_SNAKE_CASE__		,			'032b'     )
       _lowerCamelCase       :		List[str]		=''
       for c in i_str:
              new_str += "1" if c == "0" else "0"
       return int(SCREAMING_SNAKE_CASE__		,			2     )




def 	a_      (    SCREAMING_SNAKE_CASE__					:      int		,			SCREAMING_SNAKE_CASE__					:      int     ):
       '''simple docstring'''





       return (a + b) % 2**32




def 	a_      (    SCREAMING_SNAKE_CASE__					:      int		,			SCREAMING_SNAKE_CASE__					:      int     ):
       '''simple docstring'''





       if i < 0:
              raise ValueError('Input must be non-negative'     )
       if shift < 0:
              raise ValueError('Shift must be non-negative'     )
       return ((i << shift) ^ (i >> (32 - shift))) % 2**32




def 	a_      (    SCREAMING_SNAKE_CASE__					:      bytes     ):
       '''simple docstring'''





       _lowerCamelCase       :		int		=preprocess(SCREAMING_SNAKE_CASE__     )

       _lowerCamelCase       :		Dict		=[int(2**32 * abs(sin(i + 1     )     )     ) for i in range(64     )]

       # Starting states
       _lowerCamelCase       :		str		=0X67_45_23_01
       _lowerCamelCase       :		Union[str, Any]		=0Xef_cd_ab_89
       _lowerCamelCase       :		List[str]		=0X98_ba_dc_fe
       _lowerCamelCase       :		int		=0X10_32_54_76

       _lowerCamelCase       :		Optional[int]		=[
           7,
           12,
           17,
           22,
           7,
           12,
           17,
           22,
           7,
           12,
           17,
           22,
           7,
           12,
           17,
           22,
           5,
           9,
           14,
           20,
           5,
           9,
           14,
           20,
           5,
           9,
           14,
           20,
           5,
           9,
           14,
           20,
           4,
           11,
           16,
           23,
           4,
           11,
           16,
           23,
           4,
           11,
           16,
           23,
           4,
           11,
           16,
           23,
           6,
           10,
           15,
           21,
           6,
           10,
           15,
           21,
           6,
           10,
           15,
           21,
           6,
           10,
           15,
           21,
       ]

       # Process bit string in chunks, each with 16 32-char words
       for block_words in get_block_words(SCREAMING_SNAKE_CASE__     ):
              _lowerCamelCase       :		Union[str, Any]		=aa
              _lowerCamelCase       :		List[Any]		=ba
              _lowerCamelCase       :		Dict		=ca
              _lowerCamelCase       :		List[Any]		=da

              # Hash current chunk
              for i in range(64     ):
                     if i <= 15:
                            # f = (b & c) | (not_32(b) & d)     # Alternate definition for f
                            _lowerCamelCase       :		Optional[Any]		=d ^ (b & (c ^ d))
                            _lowerCamelCase       :		Dict		=i
                     elif i <= 31:
                            # f = (d & b) | (not_32(d) & c)     # Alternate definition for f
                            _lowerCamelCase       :		Optional[int]		=c ^ (d & (b ^ c))
                            _lowerCamelCase       :		List[str]		=(5 * i + 1) % 16
                     elif i <= 47:
                            _lowerCamelCase       :		str		=b ^ c ^ d
                            _lowerCamelCase       :		int		=(3 * i + 5) % 16
                     else:
                            _lowerCamelCase       :		Optional[Any]		=c ^ (b | not_aa(SCREAMING_SNAKE_CASE__     ))
                            _lowerCamelCase       :		Dict		=(7 * i) % 16
                     _lowerCamelCase       :		Any		=(f + a + added_consts[i] + block_words[g]) % 2**32
                     _lowerCamelCase       :		str		=d
                     _lowerCamelCase       :		Any		=c
                     _lowerCamelCase       :		Union[str, Any]		=b
                     _lowerCamelCase       :		Dict		=sum_aa(SCREAMING_SNAKE_CASE__		,			left_rotate_aa(SCREAMING_SNAKE_CASE__		,			shift_amounts[i]     )     )

              # Add hashed chunk to running total
              _lowerCamelCase       :		Optional[Any]		=sum_aa(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     )
              _lowerCamelCase       :		List[str]		=sum_aa(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     )
              _lowerCamelCase       :		Optional[int]		=sum_aa(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     )
              _lowerCamelCase       :		List[str]		=sum_aa(SCREAMING_SNAKE_CASE__		,			SCREAMING_SNAKE_CASE__     )

       _lowerCamelCase       :		List[Any]		=reformat_hex(SCREAMING_SNAKE_CASE__     ) + reformat_hex(SCREAMING_SNAKE_CASE__     ) + reformat_hex(SCREAMING_SNAKE_CASE__     ) + reformat_hex(SCREAMING_SNAKE_CASE__     )
       return digest


if __name__ == "__main__":
 import doctest

 doctest.testmod()


