

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
UpperCAmelCase_							:					int		 =   '''src/diffusers'''
UpperCAmelCase_							:					List[Any]		 =   '''.'''


# This is to make sure the diffusers module imported is the one in the repo.
UpperCAmelCase_							:					str		 =   importlib.util.spec_from_file_location(
    '''diffusers''',
    os.path.join(DIFFUSERS_PATH, '''__init__.py'''),
    submodule_search_locations=[DIFFUSERS_PATH],
)
UpperCAmelCase_							:					int		 =   spec.loader.load_module()
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Union[str, Any]			,a__    :   str       )					->				Dict:
	return line.startswith(a__       ) or len(a__       ) <= 1 or re.search(r"""^\s*\)(\s*->.*:|:)\s*$"""			,a__       ) is not None
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Tuple       )					->				Union[str, Any]:
	__A :			int		    =			object_name.split("""."""       )
	__A :			List[str]		    =			0

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

	with open(os.path.join(a__			,f"""{module}.py"""       )			,"""r"""			,encoding="""utf-8"""			,newline="""\n"""       ) as f:
		__A :			int		    =			f.readlines()

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

	__A :			Dict		    =			lines[start_index:line_index]
	return "".join(a__       )


UpperCAmelCase_							:					Tuple		 =   re.compile(r'''^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)''')
UpperCAmelCase_							:					List[Any]		 =   re.compile(r'''^\s*(\S+)->(\S+)(\s+.*|$)''')
UpperCAmelCase_							:					Tuple		 =   re.compile(r'''<FILL\s+[^>]*>''')
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Optional[Any]       )					->				List[Any]:
	__A :			Optional[int]		    =			code.split("""\n"""       )
	__A :			Optional[int]		    =			0
	while idx < len(a__       ) and len(lines[idx]       ) == 0:
		idx += 1
	if idx < len(a__       ):
		return re.search(r"""^(\s*)\S"""			,lines[idx]       ).groups()[0]
	return ""
def 							__SCREAMING_SNAKE_CASE     (   a__    :   List[Any]       )					->				Dict:
	__A :			str		    =			len(get_indent(a__       )       ) > 0
	if has_indent:
		__A :			List[Any]		    =			f"""class Bla:\n{code}"""
	__A :			Optional[int]		    =			black.Mode(target_versions={black.TargetVersion.PYaa}			,line_length=119			,preview=a__       )
	__A :			int		    =			black.format_str(a__			,mode=a__       )
	__A    ,				__A :			Optional[int]		    =			style_docstrings_in_code(a__       )
	return result[len("""class Bla:\n"""       ) :] if has_indent else result
def 							__SCREAMING_SNAKE_CASE     (   a__    :   str			,a__    :   str=False       )					->				Tuple:
	with open(a__			,"""r"""			,encoding="""utf-8"""			,newline="""\n"""       ) as f:
		__A :			int		    =			f.readlines()
	__A :			str		    =			[]
	__A :			Union[str, Any]		    =			0
	# Not a for loop cause `lines` is going to change (if `overwrite=True`).
	while line_index < len(a__       ):
		__A :			str		    =			_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 :			List[str]		    =			search.groups()
		__A :			Any		    =			find_code_in_diffusers(a__       )
		__A :			Dict		    =			get_indent(a__       )

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

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

		__A :			int		    =			lines[start_index:line_index]
		__A :			Optional[Any]		    =			"""""".join(a__       )

		# Remove any nested `Copied from` comments to avoid circular copies
		__A :			Dict		    =			[line for line in theoretical_code.split("""\n"""       ) if _re_copy_warning.search(a__       ) is None]
		__A :			Dict		    =			"""\n""".join(a__       )

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

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

	if overwrite and len(a__       ) > 0:
		# Warn the user a file has been modified.
		print(f"""Detected changes, rewriting {filename}."""       )
		with open(a__			,"""w"""			,encoding="""utf-8"""			,newline="""\n"""       ) as f:
			f.writelines(a__       )
	return diffs
def 							__SCREAMING_SNAKE_CASE     (   a__    :   bool = False       )					->				Tuple:
	__A :			Any		    =			glob.glob(os.path.join(a__			,"""**/*.py"""       )			,recursive=a__       )
	__A :			Optional[Any]		    =			[]
	for filename in all_files:
		__A :			Dict		    =			is_copy_consistent(a__			,a__       )
		diffs += [f"""- {filename}: copy does not match {d[0]} at line {d[1]}""" for d in new_diffs]
	if not overwrite and len(a__       ) > 0:
		__A :			Any		    =			"""\n""".join(a__       )
		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__":
			UpperCAmelCase_							:					List[Any]		 =   argparse.ArgumentParser()
			parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
			UpperCAmelCase_							:					Optional[Any]		 =   parser.parse_args()

			check_copies(args.fix_and_overwrite)








from collections.abc import Sequence
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Sequence[float]			,a__    :   float       )					->				float:
	return sum(c * (x**i) for i, c in enumerate(a__       )       )
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Sequence[float]			,a__    :   float       )					->				float:
	__A :			Any		    =			0.0
	for coeff in reversed(a__       ):
		__A :			List[str]		    =			result * x + coeff
	return result


if __name__ == "__main__":
			UpperCAmelCase_							:					List[str]		 =   (0.0, 0.0, 5.0, 9.3, 7.0)
			UpperCAmelCase_							:					str		 =   10.0
			print(evaluate_poly(poly, x))
			print(horner(poly, x))





