
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
lowercase__          ='src/diffusers'
lowercase__          ='.'


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




def        __UpperCamelCase					(    lowerCAmelCase__							:    Any  ,       lowerCAmelCase__							:    List[str]  ):
 return line.startswith(lowerCAmelCase__  ) or len(lowerCAmelCase__  ) <= 1 or re.search(R'''^\s*\)(\s*->.*:|:)\s*$'''  ,       lowerCAmelCase__  ) is not None




def        __UpperCamelCase					(    lowerCAmelCase__							:    List[Any]  ):
 __a			:  str		    =  object_name.split('''.'''  )
 __a			:  Optional[int]		    =  0

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

 with open(os.path.join(lowerCAmelCase__  ,       f"{module}.py"  )  ,       '''r'''  ,       encoding='''utf-8'''  ,       newline='''\n'''  ) as f:
  __a			:  Dict		    =  f.readlines()

 # Now let's find the class / func in the code!
 __a			:  str		    =  ''''''
 __a			:  Optional[int]		    =  0
 for name in parts[i + 1 :]:
  while (
      line_index < len(lowerCAmelCase__  ) 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(lowerCAmelCase__  ):
  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).
 __a			:  List[str]		    =  line_index
 while line_index < len(lowerCAmelCase__  ) and _should_continue(lines[line_index]  ,       lowerCAmelCase__  ):
  line_index += 1
 # Clean up empty lines at the end (if any).
 while len(lines[line_index - 1]  ) <= 1:
  line_index -= 1

 __a			:  Optional[Any]		    =  lines[start_index:line_index]
 return "".join(lowerCAmelCase__  )


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




def        __UpperCamelCase					(    lowerCAmelCase__							:    Union[str, Any]  ):
 __a			:  Union[str, Any]		    =  code.split('''\n'''  )
 __a			:  List[Any]		    =  0
 while idx < len(lowerCAmelCase__  ) and len(lines[idx]  ) == 0:
  idx += 1
 if idx < len(lowerCAmelCase__  ):
  return re.search(R'''^(\s*)\S'''  ,       lines[idx]  ).groups()[0]
 return ""




def        __UpperCamelCase					(    lowerCAmelCase__							:    str  ):
 __a			:  List[Any]		    =  len(get_indent(lowerCAmelCase__  )  ) > 0
 if has_indent:
  __a			:  List[str]		    =  f"class Bla:\n{code}"
 __a			:  Optional[Any]		    =  black.Mode(target_versions={black.TargetVersion.PYaa}  ,       line_length=1_1_9  ,       preview=lowerCAmelCase__  )
 __a			:  Optional[Any]		    =  black.format_str(lowerCAmelCase__  ,       mode=lowerCAmelCase__  )
 __a    ,	__a			:  Optional[Any]		    =  style_docstrings_in_code(lowerCAmelCase__  )
 return result[len('''class Bla:\n'''  ) :] if has_indent else result




def        __UpperCamelCase					(    lowerCAmelCase__							:    Dict  ,       lowerCAmelCase__							:    List[Any]=False  ):
 with open(lowerCAmelCase__  ,       '''r'''  ,       encoding='''utf-8'''  ,       newline='''\n'''  ) as f:
  __a			:  str		    =  f.readlines()
 __a			:  Dict		    =  []
 __a			:  int		    =  0
 # Not a for loop cause `lines` is going to change (if `overwrite=True`).
 while line_index < len(lowerCAmelCase__  ):
  __a			:  Optional[Any]		    =  _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.
  __a    ,	__a    ,	__a			:  Optional[int]		    =  search.groups()
  __a			:  List[Any]		    =  find_code_in_diffusers(lowerCAmelCase__  )
  __a			:  int		    =  get_indent(lowerCAmelCase__  )

  __a			:  Optional[Any]		    =  line_index + 1 if indent == theoretical_indent else line_index + 2
  __a			:  List[Any]		    =  theoretical_indent
  __a			:  Tuple		    =  start_index

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

  __a			:  Any		    =  lines[start_index:line_index]
  __a			:  str		    =  ''''''.join(lowerCAmelCase__  )

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

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

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

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




def        __UpperCamelCase					(    lowerCAmelCase__							:    bool = False  ):
 __a			:  Optional[int]		    =  glob.glob(os.path.join(lowerCAmelCase__  ,       '''**/*.py'''  )  ,       recursive=lowerCAmelCase__  )
 __a			:  List[Any]		    =  []
 for filename in all_files:
  __a			:  Union[str, Any]		    =  is_copy_consistent(lowerCAmelCase__  ,       lowerCAmelCase__  )
  diffs += [f"- {filename}: copy does not match {d[0]} at line {d[1]}" for d in new_diffs]
 if not overwrite and len(lowerCAmelCase__  ) > 0:
  __a			:  Tuple		    =  '''\n'''.join(lowerCAmelCase__  )
  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__":
      lowercase__          =argparse.ArgumentParser()
      parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
      lowercase__          =parser.parse_args()

      check_copies(args.fix_and_overwrite)


from __future__ import annotations

# This is the precision for this function which can be altered.
# It is recommended for users to keep this number greater than or equal to 10.
lowercase__          =10




def        __UpperCamelCase					(    lowerCAmelCase__							:    int  ,       lowerCAmelCase__							:    int  ,       lowerCAmelCase__							:    list[int]  ,       lowerCAmelCase__							:    int  ):
 for i in range(lowerCAmelCase__  ,       lowerCAmelCase__  ):
  if array[i] == target:
   return i
 return -1




def        __UpperCamelCase					(    lowerCAmelCase__							:    list[int]  ,       lowerCAmelCase__							:    int  ):
 __a			:  List[Any]		    =  0
 __a			:  Union[str, Any]		    =  len(lowerCAmelCase__  )
 while left <= right:
  if right - left < precision:
   return lin_search(lowerCAmelCase__  ,       lowerCAmelCase__  ,       lowerCAmelCase__  ,       lowerCAmelCase__  )

  __a			:  str		    =  (left + right) // 3 + 1
  __a			:  List[Any]		    =  2 * (left + right) // 3 + 1

  if array[one_third] == target:
   return one_third
  elif array[two_third] == target:
   return two_third

  elif target < array[one_third]:
   __a			:  List[str]		    =  one_third - 1
  elif array[two_third] < target:
   __a			:  List[str]		    =  two_third + 1

  else:
   __a			:  Dict		    =  one_third + 1
   __a			:  Any		    =  two_third - 1
 else:
  return -1




def        __UpperCamelCase					(    lowerCAmelCase__							:    int  ,       lowerCAmelCase__							:    int  ,       lowerCAmelCase__							:    list[int]  ,       lowerCAmelCase__							:    int  ):
 if left < right:
  if right - left < precision:
   return lin_search(lowerCAmelCase__  ,       lowerCAmelCase__  ,       lowerCAmelCase__  ,       lowerCAmelCase__  )
  __a			:  Union[str, Any]		    =  (left + right) // 3 + 1
  __a			:  Optional[Any]		    =  2 * (left + right) // 3 + 1

  if array[one_third] == target:
   return one_third
  elif array[two_third] == target:
   return two_third

  elif target < array[one_third]:
   return rec_ternary_search(lowerCAmelCase__  ,       one_third - 1  ,       lowerCAmelCase__  ,       lowerCAmelCase__  )
  elif array[two_third] < target:
   return rec_ternary_search(two_third + 1  ,       lowerCAmelCase__  ,       lowerCAmelCase__  ,       lowerCAmelCase__  )
  else:
   return rec_ternary_search(one_third + 1  ,       two_third - 1  ,       lowerCAmelCase__  ,       lowerCAmelCase__  )
 else:
  return -1


if __name__ == "__main__":
      import doctest

      doctest.testmod()

      lowercase__          =input('Enter numbers separated by comma:\n').strip()
      lowercase__          =[int(item.strip()) for item in user_input.split(',')]
      assert collection == sorted(collection), F"List must be ordered.\n{collection}."
      lowercase__          =int(input('Enter the number to be found in the list:\n').strip())
      lowercase__          =ite_ternary_search(collection, target)
      lowercase__          =rec_ternary_search(0, len(collection) - 1, collection, target)
      if resulta != -1:
            print(F"""Iterative search: {target} found at positions: {resulta}""")
            print(F"""Recursive search: {target} found at positions: {resulta}""")
      else:
            print('Not found')
