


import argparse
import os
import re


lowerCAmelCase__      		= 'src/transformers'

# Pattern that looks at the indentation in a line.
lowerCAmelCase__      		= re.compile(R'^(\s*)\S')
# Pattern that matches `"key":" and puts `key` in group 0.
lowerCAmelCase__      		= re.compile(R'^\s*"([^"]+)":')
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
lowerCAmelCase__      		= re.compile(R'^\s*_import_structure\["([^"]+)"\]')
# Pattern that matches `"key",` and puts `key` in group 0.
lowerCAmelCase__      		= re.compile(R'^\s*"([^"]+)",\s*$')
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
lowerCAmelCase__      		= re.compile(R'\[([^\]]+)\]')
def 							_UpperCAmelCase				(UpperCamelCase__     :  Union[str, Any]						):
       _A      :       List[Any]				    = _re_indent.search(UpperCamelCase__						)
       return "" if search is None else search.groups()[0]
def 							_UpperCAmelCase				(UpperCamelCase__     :  Tuple				,							UpperCamelCase__     :  Optional[int]=""				,							UpperCamelCase__     :  Optional[Any]=None				,							UpperCamelCase__     :  int=None						):
       _A      :       List[str]				    = 0
       _A      :       Union[str, Any]				    = code.split("\n"						)
       if start_prompt is not None:
              while not lines[index].startswith(UpperCamelCase__						):
                     index += 1
              _A      :       Tuple				    = ["\n".join(lines[:index]						)]
       else:
              _A      :       List[str]				    = []

       # We split into blocks until we get to the `end_prompt` (or the end of the block).
       _A      :       int				    = [lines[index]]
       index += 1
       while index < len(UpperCamelCase__						) and (end_prompt is None or not lines[index].startswith(UpperCamelCase__						)):
              if len(lines[index]						) > 0 and get_indent(lines[index]						) == indent_level:
                     if len(UpperCamelCase__						) > 0 and get_indent(current_block[-1]						).startswith(indent_level + " "						):
                            current_block.append(lines[index]						)
                            blocks.append("\n".join(UpperCamelCase__						)						)
                            if index < len(UpperCamelCase__						) - 1:
                                   _A      :       Dict				    = [lines[index + 1]]
                                   index += 1
                            else:
                                   _A      :       Optional[Any]				    = []
                     else:
                            blocks.append("\n".join(UpperCamelCase__						)						)
                            _A      :       List[Any]				    = [lines[index]]
              else:
                     current_block.append(lines[index]						)
              index += 1

       # Adds current block if it's nonempty.
       if len(UpperCamelCase__						) > 0:
              blocks.append("\n".join(UpperCamelCase__						)						)

       # Add final block after end_prompt if provided.
       if end_prompt is not None and index < len(UpperCamelCase__						):
              blocks.append("\n".join(lines[index:]						)						)

       return blocks
def 							_UpperCAmelCase				(UpperCamelCase__     :  Any						):

       def _inner(UpperCamelCase__     :  str						):
              return key(UpperCamelCase__						).lower().replace("_"				,							""						)

       return _inner
def 							_UpperCAmelCase				(UpperCamelCase__     :  Union[str, Any]				,							UpperCamelCase__     :  Optional[Any]=None						):

       # If no key is provided, we use a noop.
       def noop(UpperCamelCase__     :  Optional[Any]						):
              return x

       if key is None:
              _A      :       Tuple				    = noop
       # Constants are all uppercase, they go first.
       _A      :       Optional[int]				    = [obj for obj in objects if key(UpperCamelCase__						).isupper()]
       # Classes are not all uppercase but start with a capital, they go second.
       _A      :       List[Any]				    = [obj for obj in objects if key(UpperCamelCase__						)[0].isupper() and not key(UpperCamelCase__						).isupper()]
       # Functions begin with a lowercase, they go last.
       _A      :       List[str]				    = [obj for obj in objects if not key(UpperCamelCase__						)[0].isupper()]

       _A      :       List[str]				    = ignore_underscore(UpperCamelCase__						)
       return sorted(UpperCamelCase__				,							key=UpperCamelCase__						) + sorted(UpperCamelCase__				,							key=UpperCamelCase__						) + sorted(UpperCamelCase__				,							key=UpperCamelCase__						)
def 							_UpperCAmelCase				(UpperCamelCase__     :  List[Any]						):

       # This inner function sort imports between [ ].
       def _replace(UpperCamelCase__     :  int						):
              _A      :       Any				    = match.groups()[0]
              if "," not in imports:
                     return f"[{imports}]"
              _A      :       Tuple				    = [part.strip().replace("\""				,							""						) for part in imports.split(","						)]
              # We will have a final empty element if the line finished with a comma.
              if len(keys[-1]						) == 0:
                     _A      :       str				    = keys[:-1]
              return "[" + ", ".join([f"\"{k}\"" for k in sort_objects(UpperCamelCase__						)]						) + "]"

       _A      :       Optional[int]				    = import_statement.split("\n"						)
       if len(UpperCamelCase__						) > 3:
              # Here we have to sort internal imports that are on several lines (one per name):
              # key: [
              #     "object1",
              #     "object2",
              #     ...
              # ]

              # We may have to ignore one or two lines on each side.
              _A      :       List[str]				    = 2 if lines[1].strip() == "[" else 1
              _A      :       Union[str, Any]				    = [(i, _re_strip_line.search(UpperCamelCase__						).groups()[0]) for i, line in enumerate(lines[idx:-idx]						)]
              _A      :       str				    = sort_objects(UpperCamelCase__				,							key=lambda UpperCamelCase__						: x[1]						)
              _A      :       Optional[Any]				    = [lines[x[0] + idx] for x in sorted_indices]
              return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]						)
       elif len(UpperCamelCase__						) == 3:
              # Here we have to sort internal imports that are on one separate line:
              # key: [
              #     "object1", "object2", ...
              # ]
              if _re_bracket_content.search(lines[1]						) is not None:
                     _A      :       List[str]				    = _re_bracket_content.sub(_replace				,							lines[1]						)
              else:
                     _A      :       Tuple				    = [part.strip().replace("\""				,							""						) for part in lines[1].split(","						)]
                     # We will have a final empty element if the line finished with a comma.
                     if len(keys[-1]						) == 0:
                            _A      :       str				    = keys[:-1]
                     _A      :       Any				    = get_indent(lines[1]						) + ", ".join([f"\"{k}\"" for k in sort_objects(UpperCamelCase__						)]						)
              return "\n".join(UpperCamelCase__						)
       else:
              # Finally we have to deal with imports fitting on one line
              _A      :       Dict				    = _re_bracket_content.sub(_replace				,							UpperCamelCase__						)
              return import_statement
def 							_UpperCAmelCase				(UpperCamelCase__     :  Any				,							UpperCamelCase__     :  int=True						):
       with open(UpperCamelCase__				,							encoding="utf-8"						) as f:
              _A      :       Dict				    = f.read()

       if "_import_structure" not in code:
              return

       # Blocks of indent level 0
       _A      :       Any				    = split_code_in_indented_blocks(
           UpperCamelCase__				,							start_prompt="_import_structure = {"				,							end_prompt="if TYPE_CHECKING:"						)

       # We ignore block 0 (everything untils start_prompt) and the last block (everything after end_prompt).
       for block_idx in range(1				,							len(UpperCamelCase__						) - 1						):
              # Check if the block contains some `_import_structure`s thingy to sort.
              _A      :       Dict				    = main_blocks[block_idx]
              _A      :       List[str]				    = block.split("\n"						)

              # Get to the start of the imports.
              _A      :       List[str]				    = 0
              while line_idx < len(UpperCamelCase__						) and "_import_structure" not in block_lines[line_idx]:
                     # Skip dummy import blocks
                     if "import dummy" in block_lines[line_idx]:
                            _A      :       Optional[Any]				    = len(UpperCamelCase__						)
                     else:
                            line_idx += 1
              if line_idx >= len(UpperCamelCase__						):
                     continue

              # Ignore beginning and last line: they don't contain anything.
              _A      :       Union[str, Any]				    = "\n".join(block_lines[line_idx:-1]						)
              _A      :       Optional[Any]				    = get_indent(block_lines[1]						)
              # Slit the internal block into blocks of indent level 1.
              _A      :       Tuple				    = split_code_in_indented_blocks(UpperCamelCase__				,							indent_level=UpperCamelCase__						)
              # We have two categories of import key: list or _import_structure[key].append/extend
              _A      :       Optional[int]				    = _re_direct_key if "_import_structure = {" in block_lines[0] else _re_indirect_key
              # Grab the keys, but there is a trap: some lines are empty or just comments.
              _A      :       str				    = [(pattern.search(UpperCamelCase__						).groups()[0] if pattern.search(UpperCamelCase__						) is not None else None) for b in internal_blocks]
              # We only sort the lines with a key.
              _A      :       int				    = [(i, key) for i, key in enumerate(UpperCamelCase__						) if key is not None]
              _A      :       List[Any]				    = [x[0] for x in sorted(UpperCamelCase__				,							key=lambda UpperCamelCase__						: x[1]						)]

              # We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
              _A      :       str				    = 0
              _A      :       List[str]				    = []
              for i in range(len(UpperCamelCase__						)						):
                     if keys[i] is None:
                            reorderded_blocks.append(internal_blocks[i]						)
                     else:
                            _A      :       List[str]				    = sort_objects_in_import(internal_blocks[sorted_indices[count]]						)
                            reorderded_blocks.append(UpperCamelCase__						)
                            count += 1

        # And we put our main block back together with its first and last line.
              _A      :       Optional[Any]				    = "\n".join(block_lines[:line_idx] + reorderded_blocks + [block_lines[-1]]						)

       if code != "\n".join(UpperCamelCase__						):
              if check_only:
                     return True
              else:
                     print(f"Overwriting {file}."						)
                     with open(UpperCamelCase__				,							"w"				,							encoding="utf-8"						) as f:
                            f.write("\n".join(UpperCamelCase__						)						)
def 							_UpperCAmelCase				(UpperCamelCase__     :  Optional[int]=True						):
       _A      :       Any				    = []
       for root, _, files in os.walk(UpperCamelCase__						):
              if "__init__.py" in files:
                     _A      :       int				    = sort_imports(os.path.join(UpperCamelCase__				,							"__init__.py"						)				,							check_only=UpperCamelCase__						)
                     if result:
                            _A      :       List[Any]				    = [os.path.join(UpperCamelCase__				,							"__init__.py"						)]
       if len(UpperCamelCase__						) > 0:
              raise ValueError(f"Would overwrite {len(UpperCamelCase__						)} files, run `make style`."						)


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

    sort_imports_in_all_inits(check_only=args.check_only)




def 							_UpperCAmelCase				(UpperCamelCase__     :  Optional[Any]				,							UpperCamelCase__     :  Union[str, Any]						):
       # "extended trapezoidal rule"
       # int(f) = dx/2 * (f1 + 2f2 + ... + fn)
       _A      :       int				    = (boundary[1] - boundary[0]) / steps
       _A      :       Any				    = boundary[0]
       _A      :       List[Any]				    = boundary[1]
       _A      :       str				    = make_points(UpperCamelCase__				,							UpperCamelCase__				,							UpperCamelCase__						)
       _A      :       str				    = 0.0
       y += (h / 2.0) * f(UpperCamelCase__						)
       for i in x_i:
              # print(i)
              y += h * f(UpperCamelCase__						)
       y += (h / 2.0) * f(UpperCamelCase__						)
       return y
def 							_UpperCAmelCase				(UpperCamelCase__     :  List[str]				,							UpperCamelCase__     :  Optional[int]				,							UpperCamelCase__     :  Any						):
       _A      :       Optional[int]				    = a + h
       while x < (b - h):
              yield x
              _A      :       Dict				    = x + h
def 							_UpperCAmelCase				(UpperCamelCase__     :  Optional[int]						):  # enter your function here
       _A      :       Any				    = (x - 0) * (x - 0)
       return y
def 							_UpperCAmelCase				():
       _A      :       Optional[Any]				    = 0.0  # Lower bound of integration
       _A      :       Optional[int]				    = 1.0  # Upper bound of integration
       _A      :       List[Any]				    = 10.0  # define number of steps or resolution
       _A      :       Any				    = [a, b]  # define boundary of integration
       _A      :       Tuple				    = method_a(UpperCamelCase__				,							UpperCamelCase__						)
       print(f"y = {y}"						)


if __name__ == "__main__":
    main()
