






'''simple docstring'''



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
lowerCamelCase	 =       'src/diffusers'
lowerCamelCase	 =       '.'


# This is to make sure the diffusers module imported is the one in the repo.
lowerCamelCase	 =       importlib.util.spec_from_file_location(
    """diffusers""",
    os.path.join(DIFFUSERS_PATH, """__init__.py"""),
    submodule_search_locations=[DIFFUSERS_PATH],
)
lowerCamelCase	 =       spec.loader.load_module()



def   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							return line.startswith(UpperCamelCase__					) or len(UpperCamelCase__					) <= 1 or re.search(r'^\s*\)(\s*->.*:|:)\s*$'  ,   UpperCamelCase__					) is not None



def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__lowercase       	=object_name.split('.'					)
							__lowercase       	=0

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

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

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

							__lowercase       	=lines[start_index:line_index]
							return "".join(UpperCamelCase__					)


lowerCamelCase	 =       re.compile(R"""^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)""")
lowerCamelCase	 =       re.compile(R"""^\s*(\S+)->(\S+)(\s+.*|$)""")
lowerCamelCase	 =       re.compile(R"""<FILL\s+[^>]*>""")



def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__lowercase       	=code.split('\n'					)
							__lowercase       	=0
							while idx < len(UpperCamelCase__					) and len(lines[idx]					) == 0:
														idx += 1
							if idx < len(UpperCamelCase__					):
														return re.search(r'^(\s*)\S'  ,   lines[idx]					).groups()[0]
							return ""



def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__lowercase       	=len(get_indent(UpperCamelCase__					)					) > 0
							if has_indent:
														__lowercase       	=f"""class Bla:\n{code}"""
							__lowercase       	=black.Mode(target_versions={black.TargetVersion.PYaa}  ,   line_length=119  ,   preview=UpperCamelCase__					)
							__lowercase       	=black.format_str(UpperCamelCase__  ,   mode=UpperCamelCase__					)
							__lowercase       	=style_docstrings_in_code(UpperCamelCase__					)
							return result[len('class Bla:\n'					) :] if has_indent else result



def   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase=False					):



							"""simple docstring"""



							with open(UpperCamelCase__  ,   'r'  ,   encoding='utf-8'  ,   newline='\n'					) as f:
														__lowercase       	=f.readlines()
							__lowercase       	=[]
							__lowercase       	=0
							# Not a for loop cause `lines` is going to change (if `overwrite=True`).
							while line_index < len(UpperCamelCase__					):
														__lowercase       	=_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.
														__lowercase       	=search.groups()
														__lowercase       	=find_code_in_diffusers(UpperCamelCase__					)
														__lowercase       	=get_indent(UpperCamelCase__					)

														__lowercase       	=line_index + 1 if indent == theoretical_indent else line_index + 2
														__lowercase       	=theoretical_indent
														__lowercase       	=start_index

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

														__lowercase       	=lines[start_index:line_index]
														__lowercase       	="""""".join(UpperCamelCase__					)

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

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

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

							if overwrite and len(UpperCamelCase__					) > 0:
														# Warn the user a file has been modified.
														print(f"""Detected changes, rewriting {filename}."""					)
														with open(UpperCamelCase__  ,   'w'  ,   encoding='utf-8'  ,   newline='\n'					) as f:
																					f.writelines(UpperCamelCase__					)
							return diffs



def   _A       (   _lowerCAmelCase = False					):



							"""simple docstring"""



							__lowercase       	=glob.glob(os.path.join(UpperCamelCase__  ,   '**/*.py'					)  ,   recursive=UpperCamelCase__					)
							__lowercase       	=[]
							for filename in all_files:
														__lowercase       	=is_copy_consistent(UpperCamelCase__  ,   UpperCamelCase__					)
														diffs += [f"""- {filename}: copy does not match {d[0]} at line {d[1]}""" for d in new_diffs]
							if not overwrite and len(UpperCamelCase__					) > 0:
														__lowercase       	="""\n""".join(UpperCamelCase__					)
														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__":
		lowerCamelCase	 =       argparse.ArgumentParser()
		parser.add_argument("""--fix_and_overwrite""", action="""store_true""", help="""Whether to fix inconsistencies.""")
		lowerCamelCase	 =       parser.parse_args()

		check_copies(args.fix_and_overwrite)








'''simple docstring'''



from decimal import Decimal, getcontext
from math import ceil, factorial



def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							if not isinstance(_lowerCAmelCase  ,   _lowerCAmelCase					):
														raise TypeError('Undefined for non-integers'					)
							elif precision < 1:
														raise ValueError('Undefined for non-natural numbers'					)

							__lowercase       	=precision
							__lowercase       	=ceil(precision / 14					)
							__lowercase       	=426_880 * Decimal(10_005					).sqrt()
							__lowercase       	=1
							__lowercase       	=13_591_409
							__lowercase       	=Decimal(_lowerCAmelCase					)
							for k in range(1  ,   _lowerCAmelCase					):
														__lowercase       	=factorial(6 * k					) // (factorial(3 * k					) * factorial(_lowerCAmelCase					) ** 3)
														linear_term += 545_140_134
														exponential_term *= -262_537_412_640_768_000
														partial_sum += Decimal(multinomial_term * linear_term					) / exponential_term
							return str(constant_term / partial_sum					)[:-1]


if __name__ == "__main__":
		lowerCamelCase	 =       50
		print(f"The first {n} digits of pi is: {pi(n)}")



