"""simple docstring"""



import argparse
import os
import re


_UpperCamelCase								=		"src/diffusers"

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

def  _A(		lowerCAmelCase							):
							A__       :     int								=			_re_indent.search(lowerCAmelCase							)
							return "" if search is None else search.groups()[0]

def  _A(		lowerCAmelCase			,  lowerCAmelCase=""			,  lowerCAmelCase=None			,  lowerCAmelCase=None							):
							A__       :     str								=			0
							A__       :     List[str]								=			code.split("""\n"""							)
							if start_prompt is not None:
														while not lines[index].startswith(lowerCAmelCase							):
																					index += 1
														A__       :     Optional[int]								=			["""\n""".join(lines[:index]							)]
							else:
														A__       :     Optional[Any]								=			[]

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

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

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

							return blocks

def  _A(		lowerCAmelCase							):

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

							return _inner

def  _A(		lowerCAmelCase			,  lowerCAmelCase=None							):

							# If no key is provided, we use a noop.
							def noop(lowerCAmelCase							):
														return x

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

							A__       :     Optional[Any]								=			ignore_underscore(lowerCAmelCase							)
							return sorted(lowerCAmelCase			,  key=lowerCAmelCase							) + sorted(lowerCAmelCase			,  key=lowerCAmelCase							) + sorted(lowerCAmelCase			,  key=lowerCAmelCase							)

def  _A(		lowerCAmelCase							):

							# This inner function sort imports between [ ].
							def _replace(lowerCAmelCase							):
														A__       :     List[Any]								=			match.groups()[0]
														if "," not in imports:
																					return F'''[{imports}]'''
														A__       :     Optional[int]								=			[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__       :     Union[str, Any]								=			keys[:-1]
														return "[" + ", ".join([F'''"{k}"''' for k in sort_objects(lowerCAmelCase							)]							) + "]"

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

def  _A(		lowerCAmelCase			,  lowerCAmelCase=True							):
							with open(lowerCAmelCase			,  """r"""							) as f:
														A__       :     List[str]								=			f.read()

							if "_import_structure" not in code:
														return

							# Blocks of indent level 0
							A__       :     Optional[int]								=			split_code_in_indented_blocks(
							    lowerCAmelCase			,  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(lowerCAmelCase							) - 1							):
														# Check if the block contains some `_import_structure`s thingy to sort.
														A__       :     List[str]								=			main_blocks[block_idx]
														A__       :     Tuple								=			block.split("""\n"""							)

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

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

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

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

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

def  _A(		lowerCAmelCase=True							):
							A__       :     Any								=			[]
							for root, _, files in os.walk(lowerCAmelCase							):
														if "__init__.py" in files:
																					A__       :     Union[str, Any]								=			sort_imports(os.path.join(lowerCAmelCase			,  """__init__.py"""							)			,  check_only=lowerCAmelCase							)
																					if result:
																												A__       :     Any								=			[os.path.join(lowerCAmelCase			,  """__init__.py"""							)]
							if len(lowerCAmelCase							) > 0:
														raise ValueError(F'''Would overwrite {len(lowerCAmelCase							)} files, run `make style`.'''							)


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

				sort_imports_in_all_inits(check_only=args.check_only)






"""simple docstring"""



from collections.abc import Sequence

def  _A(		lowerCAmelCase			,  lowerCAmelCase							):
							return sum(c * (x**i) for i, c in enumerate(lowerCAmelCase							)							)

def  _A(		lowerCAmelCase			,  lowerCAmelCase							):
							A__       :     str								=			0.0
							for coeff in reversed(lowerCAmelCase							):
														A__       :     Optional[int]								=			result * x + coeff
							return result


if __name__ == "__main__":
				_UpperCamelCase								=		(0.0, 0.0, 5.0, 9.3, 7.0)
				_UpperCamelCase								=		10.0
				print(evaluate_poly(poly, x))
				print(horner(poly, x))





