




import argparse
import os
import re


lowercase__				:     int 		=						"src/diffusers"

# Pattern that looks at the indentation in a line.
lowercase__				:     int 		=						re.compile(R"^(\s*)\S")
# Pattern that matches `"key":" and puts `key` in group 0.
lowercase__				:     Union[str, Any] 		=						re.compile(R"^\s*\"([^\"]+)\":")
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
lowercase__				:     Tuple 		=						re.compile(R"^\s*_import_structure\[\"([^\"]+)\"\]")
# Pattern that matches `"key",` and puts `key` in group 0.
lowercase__				:     Optional[int] 		=						re.compile(R"^\s*\"([^\"]+)\",\s*$")
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
lowercase__				:     Any 		=						re.compile(R"\[([^\]]+)\]")


def 						lowerCamelCase__    (		_A							):







	'''simple docstring'''





	snake_case_		    =     _re_indent.search(A__							)
	return "" if search is None else search.groups()[0]


def 						lowerCamelCase__    (		_A     ,	_A=""     ,	_A=None     ,	_A=None							):







	'''simple docstring'''





	snake_case_		    =     0
	snake_case_		    =     code.split("\n"							)
	if start_prompt is not None:
		while not lines[index].startswith(A__							):
			index += 1
		snake_case_		    =     ["\n".join(lines[:index]							)]
	else:
		snake_case_		    =     []

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

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

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

	return blocks


def 						lowerCamelCase__    (		_A							):







	'''simple docstring'''





	def _inner(_A							):
		return key(A__							).lower().replace("_"     ,	""							)

	return _inner


def 						lowerCamelCase__    (		_A     ,	_A=None							):







	'''simple docstring'''





	def noop(_A							):
		return x

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

	snake_case_		    =     ignore_underscore(A__							)
	return sorted(A__     ,	key=A__							) + sorted(A__     ,	key=A__							) + sorted(A__     ,	key=A__							)


def 						lowerCamelCase__    (		_A							):







	'''simple docstring'''





	def _replace(_A							):
		snake_case_		    =     match.groups()[0]
		if "," not in imports:
			return f"[{imports}]"
		snake_case_		    =     [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:
			snake_case_		    =     keys[:-1]
		return "[" + ", ".join([f"\"{k}\"" for k in sort_objects(A__							)]							) + "]"

	snake_case_		    =     import_statement.split("\n"							)
	if len(A__							) > 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.
		snake_case_		    =     2 if lines[1].strip() == "[" else 1
		snake_case_		    =     [(i, _re_strip_line.search(A__							).groups()[0]) for i, line in enumerate(lines[idx:-idx]							)]
		snake_case_		    =     sort_objects(A__     ,	key=lambda _A							: x[1]							)
		snake_case_		    =     [lines[x[0] + idx] for x in sorted_indices]
		return "\n".join(lines[:idx] + sorted_lines + lines[-idx:]							)
	elif len(A__							) == 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:
			snake_case_		    =     _re_bracket_content.sub(_replace     ,	lines[1]							)
		else:
			snake_case_		    =     [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:
				snake_case_		    =     keys[:-1]
			snake_case_		    =     get_indent(lines[1]							) + ", ".join([f"\"{k}\"" for k in sort_objects(A__							)]							)
		return "\n".join(A__							)
	else:
		# Finally we have to deal with imports fitting on one line
		snake_case_		    =     _re_bracket_content.sub(_replace     ,	A__							)
		return import_statement


def 						lowerCamelCase__    (		_A     ,	_A=True							):







	'''simple docstring'''





	with open(A__     ,	"r"							) as f:
		snake_case_		    =     f.read()

	if "_import_structure" not in code:
		return

	# Blocks of indent level 0
	snake_case_		    =     split_code_in_indented_blocks(
	    A__     ,	start_prompt="_import_structure = {"     ,	end_prompt="if TYPE_CHECKING:"							)

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

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

		# Ignore beginning and last line: they don't contain anything.
		snake_case_		    =     "\n".join(block_lines[line_idx:-1]							)
		snake_case_		    =     get_indent(block_lines[1]							)
		# Slit the internal block into blocks of indent level 1.
		snake_case_		    =     split_code_in_indented_blocks(A__     ,	indent_level=A__							)
		# We have two categories of import key: list or _import_structure[key].append/extend
		snake_case_		    =     _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.
		snake_case_		    =     [(pattern.search(A__							).groups()[0] if pattern.search(A__							) is not None else None) for b in internal_blocks]
		# We only sort the lines with a key.
		snake_case_		    =     [(i, key) for i, key in enumerate(A__							) if key is not None]
		snake_case_		    =     [x[0] for x in sorted(A__     ,	key=lambda _A							: x[1]							)]

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

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

	if code != "\n".join(A__							):
		if check_only:
			return True
		else:
			print(f"Overwriting {file}."							)
			with open(A__     ,	"w"							) as f:
				f.write("\n".join(A__							)							)


def 						lowerCamelCase__    (		_A=True							):







	'''simple docstring'''





	snake_case_		    =     []
	for root, _, files in os.walk(A__							):
		if "__init__.py" in files:
			snake_case_		    =     sort_imports(os.path.join(A__     ,	"__init__.py"							)     ,	check_only=A__							)
			if result:
				snake_case_		    =     [os.path.join(A__     ,	"__init__.py"							)]
	if len(A__							) > 0:
		raise ValueError(f"Would overwrite {len(A__							)} files, run `make style`."							)


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

		sort_imports_in_all_inits(check_only=args.check_only)








"""simple docstring"""
def 				snake_case      (   A__	,A__						):
			# "extended trapezoidal rule"
			# int(f) = dx/2 * (f1 + 2f2 + ... + fn)
			UpperCAmelCase_     : Dict			     =					(boundary[1] - boundary[0]) / steps
			UpperCAmelCase_     : Optional[int]			     =					boundary[0]
			UpperCAmelCase_     : str			     =					boundary[1]
			UpperCAmelCase_     : Tuple			     =					make_points(A__	,A__	,A__						)
			UpperCAmelCase_     : List[str]			     =					0.0
			y += (h / 2.0) * f(A__						)
			for i in x_i:
						# print(i)
						y += h * f(A__						)
			y += (h / 2.0) * f(A__						)
			return y

def 				snake_case      (   A__	,A__	,A__						):
			UpperCAmelCase_     : Union[str, Any]			     =					a + h
			while x < (b - h):
						yield x
						UpperCAmelCase_     : Optional[Any]			     =					x + h

def 				snake_case      (   A__						):  # enter your function here
			UpperCAmelCase_     : Dict			     =					(x - 0) * (x - 0)
			return y

def 				snake_case      (   ):
			UpperCAmelCase_     : Dict			     =					0.0  # Lower bound of integration
			UpperCAmelCase_     : Optional[int]			     =					1.0  # Upper bound of integration
			UpperCAmelCase_     : Dict			     =					10.0  # define number of steps or resolution
			UpperCAmelCase_     : List[Any]			     =					[a, b]  # define boundary of integration
			UpperCAmelCase_     : Union[str, Any]			     =					method_a(A__	,A__						)
			print(F"""y = {y}"""						)


if __name__ == "__main__":
			main()



