

import importlib
import inspect
import json
import os
import re
import shutil
import sys
from pathlib import Path
from typing import Dict, Optional, Union
from urllib import request

from huggingface_hub import HfFolder, cached_download, hf_hub_download, model_info
from packaging import version

from .. import __version__
from . import DIFFUSERS_DYNAMIC_MODULE_NAME, HF_MODULES_CACHE, logging


UpperCAmelCase_							:					Tuple		 =   (
    '''https://raw.githubusercontent.com/huggingface/diffusers/{revision}/examples/community/{pipeline}.py'''
)


UpperCAmelCase_							:					Optional[Any]		 =   logging.get_logger(__name__)  # pylint: disable=invalid-name
def 							__SCREAMING_SNAKE_CASE     (   )					->				Union[str, Any]:
	__A :			int		    =			"""https://pypi.org/pypi/diffusers/json"""
	__A :			List[str]		    =			json.loads(request.urlopen(a__       ).read()       )["""releases"""].keys()
	return sorted(a__			,key=lambda a__       : version.Version(a__       )       )
def 							__SCREAMING_SNAKE_CASE     (   )					->				Tuple:
	# This function has already been executed if HF_MODULES_CACHE already is in the Python path.
	if HF_MODULES_CACHE in sys.path:
		return

	sys.path.append(a__       )
	os.makedirs(a__			,exist_ok=a__       )
	__A :			str		    =			Path(a__       ) / """__init__.py"""
	if not init_path.exists():
		init_path.touch()
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Union[str, os.PathLike]       )					->				List[Any]:
	init_hf_modules()
	__A :			Union[str, Any]		    =			Path(a__       ) / name
	# If the parent module does not exist yet, recursively create it.
	if not dynamic_module_path.parent.exists():
		create_dynamic_module(dynamic_module_path.parent       )
	os.makedirs(a__			,exist_ok=a__       )
	__A :			Optional[Any]		    =			dynamic_module_path / """__init__.py"""
	if not init_path.exists():
		init_path.touch()
def 							__SCREAMING_SNAKE_CASE     (   a__    :   List[Any]       )					->				Optional[int]:
	with open(a__			,"""r"""			,encoding="""utf-8"""       ) as f:
		__A :			Optional[int]		    =			f.read()

	# Imports of the form `import .xxx`
	__A :			str		    =			re.findall("""^\s*import\s+\.(\S+)\s*$"""			,a__			,flags=re.MULTILINE       )
	# Imports of the form `from .xxx import yyy`
	relative_imports += re.findall("""^\s*from\s+\.(\S+)\s+import"""			,a__			,flags=re.MULTILINE       )
	# Unique-ify
	return list(set(a__       )       )
def 							__SCREAMING_SNAKE_CASE     (   a__    :   List[Any]       )					->				Union[str, Any]:
	__A :			List[str]		    =			False
	__A :			Any		    =			[module_file]
	__A :			Any		    =			[]

	# Let's recurse through all relative imports
	while not no_change:
		__A :			Dict		    =			[]
		for f in files_to_check:
			new_imports.extend(get_relative_imports(a__       )       )

		__A :			Optional[Any]		    =			Path(a__       ).parent
		__A :			Tuple		    =			[str(module_path / m       ) for m in new_imports]
		__A :			int		    =			[f for f in new_import_files if f not in all_relative_imports]
		__A :			int		    =			[f"""{f}.py""" for f in new_import_files]

		__A :			Tuple		    =			len(a__       ) == 0
		all_relative_imports.extend(a__       )

	return all_relative_imports
def 							__SCREAMING_SNAKE_CASE     (   a__    :   str       )					->				Optional[Any]:
	with open(a__			,"""r"""			,encoding="""utf-8"""       ) as f:
		__A :			Dict		    =			f.read()

	# Imports of the form `import xxx`
	__A :			Tuple		    =			re.findall("""^\s*import\s+(\S+)\s*$"""			,a__			,flags=re.MULTILINE       )
	# Imports of the form `from xxx import yyy`
	imports += re.findall("""^\s*from\s+(\S+)\s+import"""			,a__			,flags=re.MULTILINE       )
	# Only keep the top-level module
	__A :			Tuple		    =			[imp.split("""."""       )[0] for imp in imports if not imp.startswith("""."""       )]

	# Unique-ify and test we got them all
	__A :			Any		    =			list(set(a__       )       )
	__A :			Optional[int]		    =			[]
	for imp in imports:
		try:
			importlib.import_module(a__       )
		except ImportError:
			missing_packages.append(a__       )

	if len(a__       ) > 0:
		raise ImportError(
		    """This modeling file requires the following packages that were not found in your environment: """
		    f"""{", ".join(a__       )}. Run `pip install {" ".join(a__       )}`"""       )

	return get_relative_imports(a__       )
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Optional[Any]			,a__    :   str       )					->				Optional[int]:
	__A :			Dict		    =			module_path.replace(os.path.sep			,"""."""       )
	__A :			Tuple		    =			importlib.import_module(a__       )

	if class_name is None:
		return find_pipeline_class(a__       )
	return getattr(a__			,a__       )
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Optional[Any]       )					->				Union[str, Any]:
	from ..pipelines import DiffusionPipeline

	__A :			Any		    =			dict(inspect.getmembers(a__			,inspect.isclass       )       )

	__A :			Dict		    =			None
	for cls_name, cls in cls_members.items():
		if (
		    cls_name != DiffusionPipeline.__name__
		    and issubclass(cls			,a__       )
		    and cls.__module__.split("""."""       )[0] != "diffusers"
		):
			if pipeline_class is not None:
				raise ValueError(
				    f"""Multiple classes that inherit from {DiffusionPipeline.__name__} have been found:"""
				    f""" {pipeline_class.__name__}, and {cls_name}. Please make sure to define only one in"""
				    f""" {loaded_module}."""       )
			__A :			Optional[Any]		    =			cls

	return pipeline_class
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Union[str, os.PathLike]			,a__    :   str			,a__    :   Optional[Union[str, os.PathLike]] = None			,a__    :   bool = False			,a__    :   bool = False			,a__    :   Optional[Dict[str, str]] = None			,a__    :   Optional[Union[bool, str]] = None			,a__    :   Optional[str] = None			,a__    :   bool = False			,)					->				Union[str, Any]:
	__A :			Any		    =			str(a__       )

	__A :			Optional[Any]		    =			os.path.join(a__			,a__       )

	if os.path.isfile(a__       ):
		__A :			Any		    =			module_file_or_url
		__A :			int		    =			"""local"""
	elif pretrained_model_name_or_path.count("""/"""       ) == 0:
		__A :			Tuple		    =			get_diffusers_versions()
		# cut ".dev0"
		__A :			str		    =			"""v""" + """.""".join(__version__.split("""."""       )[:3]       )

		# retrieve github version that matches
		if revision is None:
			__A :			Optional[Any]		    =			latest_version if latest_version[1:] in available_versions else """main"""
			logger.info(f"""Defaulting to latest_version: {revision}."""       )
		elif revision in available_versions:
			__A :			Any		    =			f"""v{revision}"""
		elif revision == "main":
			__A :			Dict		    =			revision
		else:
			raise ValueError(
			    f"""`custom_revision`: {revision} does not exist. Please make sure to choose one of"""
			    f""" {", ".join(available_versions + ["main"]       )}."""       )

		# community pipeline on GitHub
		__A :			Union[str, Any]		    =			COMMUNITY_PIPELINES_URL.format(revision=a__			,pipeline=a__       )
		try:
			__A :			Optional[Any]		    =			cached_download(
			    a__			,cache_dir=a__			,force_download=a__			,proxies=a__			,resume_download=a__			,local_files_only=a__			,use_auth_token=a__			,)
			__A :			Dict		    =			"""git"""
			__A :			str		    =			pretrained_model_name_or_path + """.py"""
		except EnvironmentError:
			logger.error(f"""Could not locate the {module_file} inside {pretrained_model_name_or_path}."""       )
			raise
	else:
		try:
			# Load from URL or cache if already cached
			__A :			List[str]		    =			hf_hub_download(
			    a__			,a__			,cache_dir=a__			,force_download=a__			,proxies=a__			,resume_download=a__			,local_files_only=a__			,use_auth_token=a__			,)
			__A :			Tuple		    =			os.path.join("""local"""			,"""--""".join(pretrained_model_name_or_path.split("""/"""       )       )       )
		except EnvironmentError:
			logger.error(f"""Could not locate the {module_file} inside {pretrained_model_name_or_path}."""       )
			raise

    # Check we have all the requirements in our environment
	__A :			Tuple		    =			check_imports(a__       )

	# Now we move the module inside our cached dynamic modules.
	__A :			str		    =			DIFFUSERS_DYNAMIC_MODULE_NAME + os.path.sep + submodule
	create_dynamic_module(a__       )
	__A :			List[Any]		    =			Path(a__       ) / full_submodule
	if submodule == "local" or submodule == "git":
		# We always copy local files (we could hash the file to see if there was a change, and give them the name of
		# that hash, to only copy when there is a modification but it seems overkill for now).
		# The only reason we do the copy is to avoid putting too many folders in sys.path.
		shutil.copy(a__			,submodule_path / module_file       )
		for module_needed in modules_needed:
			__A :			int		    =			f"""{module_needed}.py"""
			shutil.copy(os.path.join(a__			,a__       )			,submodule_path / module_needed       )
	else:
		# Get the commit hash
		# TODO: we will get this info in the etag soon, so retrieve it from there and not here.
		if isinstance(a__			,a__       ):
			__A :			List[Any]		    =			use_auth_token
		elif use_auth_token is True:
			__A :			Any		    =			HfFolder.get_token()
		else:
			__A :			Dict		    =			None

		__A :			Union[str, Any]		    =			model_info(a__			,revision=a__			,token=a__       ).sha

		# The module file will end up being placed in a subfolder with the git hash of the repo. This way we get the
		# benefit of versioning.
		__A :			Union[str, Any]		    =			submodule_path / commit_hash
		__A :			Union[str, Any]		    =			full_submodule + os.path.sep + commit_hash
		create_dynamic_module(a__       )

		if not (submodule_path / module_file).exists():
			shutil.copy(a__			,submodule_path / module_file       )
		# Make sure we also have every file with relative
		for module_needed in modules_needed:
			if not (submodule_path / module_needed).exists():
				get_cached_module_file(
				    a__			,f"""{module_needed}.py"""			,cache_dir=a__			,force_download=a__			,resume_download=a__			,proxies=a__			,use_auth_token=a__			,revision=a__			,local_files_only=a__			,)
	return os.path.join(a__			,a__       )







def 							__SCREAMING_SNAKE_CASE     (   a__    :   Union[str, os.PathLike]			,a__    :   str			,a__    :   Optional[str] = None			,a__    :   Optional[Union[str, os.PathLike]] = None			,a__    :   bool = False			,a__    :   bool = False			,a__    :   Optional[Dict[str, str]] = None			,a__    :   Optional[Union[bool, str]] = None			,a__    :   Optional[str] = None			,a__    :   bool = False			,**a__    :   Optional[Any]			,)					->				List[Any]:
	__A :			Optional[int]		    =			get_cached_module_file(
	    a__			,a__			,cache_dir=a__			,force_download=a__			,resume_download=a__			,proxies=a__			,use_auth_token=a__			,revision=a__			,local_files_only=a__			,)
	return get_class_in_module(a__			,final_module.replace(""".py"""			,""""""       )       )












from __future__ import annotations

from fractions import Fraction
from math import gcd, sqrt





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE				)							-> bool:




    """simple docstring"""




    _A     =							int(number**0.5				)
    return number == sq * sq





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)							-> tuple[int, int]:




    """simple docstring"""




    _A     =							x_num * y_den * z_den + y_num * x_den * z_den + z_num * x_den * y_den
    _A     =							x_den * y_den * z_den
    _A     =							gcd(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
    top //= hcf
    bottom //= hcf
    return top, bottom





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE = 35				)							-> int:




    """simple docstring"""




    _A     =							set()
    _A     =							42
    _A     =							Fraction(0				)
    _A     =							42

    for x_num in range(1							,     order + 1				):
        for x_den in range(x_num + 1							,     order + 1				):
            for y_num in range(1							,     order + 1				):
                for y_den in range(y_num + 1							,     order + 1				):
                    # n=1
                    _A     =							x_num * y_den + x_den * y_num
                    _A     =							x_den * y_den
                    _A     =							gcd(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                    z_num //= hcf
                    z_den //= hcf
                    if 0 < z_num < z_den <= order:
                        _A     =							add_three(
                            _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                        unique_s.add(_SCREAMING_SNAKE_CASE				)

                    # n=2
                    _A     =							(
                        x_num * x_num * y_den * y_den + x_den * x_den * y_num * y_num
                    )
                    _A     =							x_den * x_den * y_den * y_den
                    if is_sq(_SCREAMING_SNAKE_CASE				) and is_sq(_SCREAMING_SNAKE_CASE				):
                        _A     =							int(sqrt(_SCREAMING_SNAKE_CASE				)				)
                        _A     =							int(sqrt(_SCREAMING_SNAKE_CASE				)				)
                        _A     =							gcd(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                        z_num //= hcf
                        z_den //= hcf
                        if 0 < z_num < z_den <= order:
                            _A     =							add_three(
                                _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                            unique_s.add(_SCREAMING_SNAKE_CASE				)

                    # n=-1
                    _A     =							x_num * y_num
                    _A     =							x_den * y_num + x_num * y_den
                    _A     =							gcd(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                    z_num //= hcf
                    z_den //= hcf
                    if 0 < z_num < z_den <= order:
                        _A     =							add_three(
                            _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                        unique_s.add(_SCREAMING_SNAKE_CASE				)

                    # n=2
                    _A     =							x_num * x_num * y_num * y_num
                    _A     =							(
                        x_den * x_den * y_num * y_num + x_num * x_num * y_den * y_den
                    )
                    if is_sq(_SCREAMING_SNAKE_CASE				) and is_sq(_SCREAMING_SNAKE_CASE				):
                        _A     =							int(sqrt(_SCREAMING_SNAKE_CASE				)				)
                        _A     =							int(sqrt(_SCREAMING_SNAKE_CASE				)				)
                        _A     =							gcd(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                        z_num //= hcf
                        z_den //= hcf
                        if 0 < z_num < z_den <= order:
                            _A     =							add_three(
                                _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)
                            unique_s.add(_SCREAMING_SNAKE_CASE				)

    for num, den in unique_s:
        total += Fraction(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)

    return total.denominator + total.numerator


if __name__ == "__main__":
 print(f"{solution() = }")





