


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_   :				Union[str, Any]						      ='src/diffusers'
UpperCAmelCase_   :				List[Any]						      ='.'


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







def  SCREAMING_SNAKE_CASE_		(    __A				:    str						,					__A				:    Union[str, Any]       )			->	Dict:

       """simple docstring"""

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







def  SCREAMING_SNAKE_CASE_		(    __A				:    Optional[Any]       )			->	str:

       """simple docstring"""

       a_      :	int							=						object_name.split('.'       )
       a_      :	Dict							=						0

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

       with open(os.path.join(__lowerCAmelCase						,					F"""{module}.py"""       )						,					'r'						,					encoding='utf-8'						,					newline='\n'       ) as f:
              a_      :	Union[str, Any]							=						f.readlines()

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

       a_      :	Optional[Any]							=						lines[start_index:line_index]
       return "".join(__lowerCAmelCase       )


UpperCAmelCase_   :				Dict						      =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[int]       )			->	List[str]:

       """simple docstring"""

       a_      :	str							=						code.split('\n'       )
       a_      :	Union[str, Any]							=						0
       while idx < len(__lowerCAmelCase       ) and len(lines[idx]       ) == 0:
              idx += 1
       if idx < len(__lowerCAmelCase       ):
              return re.search(R'^(\s*)\S'						,					lines[idx]       ).groups()[0]
       return ""







def  SCREAMING_SNAKE_CASE_		(    __A				:    Dict       )			->	Tuple:

       """simple docstring"""

       a_      :	Optional[Any]							=						len(get_indent(__lowerCAmelCase       )       ) > 0
       if has_indent:
              a_      :	int							=						F"""class Bla:\n{code}"""
       a_      :	Optional[Any]							=						black.Mode(target_versions={black.TargetVersion.PYaa}						,					line_length=1_19						,					preview=__lowerCAmelCase       )
       a_      :	List[Any]							=						black.format_str(__lowerCAmelCase						,					mode=__lowerCAmelCase       )
       a_      :	List[Any]							=						style_docstrings_in_code(__lowerCAmelCase       )
       return result[len('class Bla:\n'       ) :] if has_indent else result







def  SCREAMING_SNAKE_CASE_		(    __A				:    Dict						,					__A				:    List[str]=False       )			->	Dict:

       """simple docstring"""

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

              a_      :	str							=						line_index + 1 if indent == theoretical_indent else line_index + 2
              a_      :	Dict							=						theoretical_indent
              a_      :	Tuple							=						start_index

              # Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
              a_      :	Union[str, Any]							=						True
              while line_index < len(__lowerCAmelCase       ) and should_continue:
                     line_index += 1
                     if line_index >= len(__lowerCAmelCase       ):
                            break
                     a_      :	Optional[Any]							=						lines[line_index]
                     a_      :	Tuple							=						_should_continue(__lowerCAmelCase						,					__lowerCAmelCase       ) and re.search(F"""^{indent}# End copy"""						,					__lowerCAmelCase       ) 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_      :	Tuple							=						"".join(__lowerCAmelCase       )

              # Remove any nested `Copied from` comments to avoid circular copies
              a_      :	List[str]							=						[line for line in theoretical_code.split('\n'       ) if _re_copy_warning.search(__lowerCAmelCase       ) is None]
              a_      :	Union[str, Any]							=						"\n".join(__lowerCAmelCase       )

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

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

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







def  SCREAMING_SNAKE_CASE_		(    __A				:    List[str] = False       )			->	str:

       """simple docstring"""

       a_      :	str							=						glob.glob(os.path.join(__lowerCAmelCase						,					'**/*.py'       )						,					recursive=__lowerCAmelCase       )
       a_      :	Optional[Any]							=						[]
       for filename in all_files:
              a_      :	Optional[int]							=						is_copy_consistent(__lowerCAmelCase						,					__lowerCAmelCase       )
              diffs += [F"""- {filename}: copy does not match {d[0]} at line {d[1]}""" for d in new_diffs]
       if not overwrite and len(__lowerCAmelCase       ) > 0:
              a_      :	int							=						"\n".join(__lowerCAmelCase       )
              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_   :				Dict						      =argparse.ArgumentParser()
   parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
   UpperCAmelCase_   :				List[str]						      =parser.parse_args()

   check_copies(args.fix_and_overwrite)






# This code is adapted from OpenAI's release
# https://github.com/openai/human-eval/blob/master/human_eval/execution.py

import contextlib
import faulthandler
import io
import multiprocessing
import os
import platform
import signal
import tempfile







def  SCREAMING_SNAKE_CASE_		(    __A				:    List[Any]						,					__A				:    List[Any]						,					__A				:    List[Any]						,					__A				:    Optional[int]       )			->	Dict:

       """simple docstring"""

       a_      :	Optional[Any]							=						multiprocessing.Manager()
       a_      :	Tuple							=						manager.list()

       a_      :	Optional[int]							=						multiprocessing.Process(target=__A						,					args=(check_program, result, timeout)       )
       p.start()
       p.join(timeout=timeout + 1       )
       if p.is_alive():
              p.kill()

       if not result:
              result.append('timed out'       )

       return {
           "task_id": task_id,
           "passed": result[0] == "passed",
           "result": result[0],
           "completion_id": completion_id,
       }







def  SCREAMING_SNAKE_CASE_		(    __A				:    Tuple						,					__A				:    Optional[Any]						,					__A				:    Optional[Any]       )			->	Dict:

       """simple docstring"""

       with create_tempdir():
              # These system calls are needed when cleaning up tempdir.
              import os
              import shutil

              a_      :	Any							=						shutil.rmtree
              a_      :	List[str]							=						os.rmdir
              a_      :	List[Any]							=						os.chdir

              # Disable functionalities that can make destructive changes to the test.
              reliability_guard()

              # Run program.
              try:
                     a_      :	Any							=						{}
                     with swallow_io():
                            with time_limit(__A       ):
                                   exec(__A						,					__A       )
                     result.append('passed'       )
              except TimeoutException:
                     result.append('timed out'       )
              except BaseException as e:
                     result.append(F"""failed: {e}"""       )

              # Needed for cleaning up.
              a_      :	Tuple							=						rmtree
              a_      :	Any							=						rmdir
              a_      :	Optional[int]							=						chdir







@contextlib.contextmanager
def  SCREAMING_SNAKE_CASE_		(    __A				:    List[str]       )			->	str:

       """simple docstring"""

       def signal_handler(__A				:    List[str]						,					__A				:    Dict       ):
              raise TimeoutException('Timed out!'       )

       signal.setitimer(signal.ITIMER_REAL						,					__A       )
       signal.signal(signal.SIGALRM						,					__A       )
       try:
              yield
       finally:
              signal.setitimer(signal.ITIMER_REAL						,					0       )







@contextlib.contextmanager
def  SCREAMING_SNAKE_CASE_		(    )			->	Dict:

       """simple docstring"""

       a_      :	int							=						WriteOnlyStringIO()
       with contextlib.redirect_stdout(__A       ):
              with contextlib.redirect_stderr(__A       ):
                     with redirect_stdin(__A       ):
                            yield







@contextlib.contextmanager
def  SCREAMING_SNAKE_CASE_		(    )			->	Optional[int]:

       """simple docstring"""

       with tempfile.TemporaryDirectory() as dirname:
              with chdir(__A       ):
                     yield dirname
class 				SCREAMING_SNAKE_CASE__						(       lowercase__    ):
      pass
class 				SCREAMING_SNAKE_CASE__						(       io.StringIO    ):
      def  SCREAMING_SNAKE_CASE							( self       : List[Any]  ,							*SCREAMING_SNAKE_CASE__       : List[str]  ,							**SCREAMING_SNAKE_CASE__       : List[Any]  )	->    int:
             raise OSError
      def  SCREAMING_SNAKE_CASE							( self       : Tuple  ,							*SCREAMING_SNAKE_CASE__       : Tuple  ,							**SCREAMING_SNAKE_CASE__       : Dict  )	->    List[str]:
             raise OSError
      def  SCREAMING_SNAKE_CASE							( self       : int  ,							*SCREAMING_SNAKE_CASE__       : Dict  ,							**SCREAMING_SNAKE_CASE__       : List[Any]  )	->    Optional[Any]:
             raise OSError

      def  SCREAMING_SNAKE_CASE							( self       : Any  ,							*SCREAMING_SNAKE_CASE__       : Union[str, Any]  ,							**SCREAMING_SNAKE_CASE__       : List[Any]  )	->    List[Any]:
             return False
class 				SCREAMING_SNAKE_CASE__						(       contextlib._RedirectStream    ):  # type: ignore
      snake_case__       :  Optional[int]       =		'''stdin'''







@contextlib.contextmanager
def  SCREAMING_SNAKE_CASE_		(    __A				:    Tuple       )			->	Union[str, Any]:

       """simple docstring"""

       if root == ".":
              yield
              return
       a_      :	str							=						os.getcwd()
       os.chdir(__A       )
       try:
              yield
       except BaseException as exc:
              raise exc
       finally:
              os.chdir(__A       )







def  SCREAMING_SNAKE_CASE_		(    __A				:    Dict=None       )			->	Dict:

       """simple docstring"""

       if maximum_memory_bytes is not None:
              import resource

              resource.setrlimit(resource.RLIMIT_AS						,					(maximum_memory_bytes, maximum_memory_bytes)       )
              resource.setrlimit(resource.RLIMIT_DATA						,					(maximum_memory_bytes, maximum_memory_bytes)       )
              if not platform.uname().system == "Darwin":
                     resource.setrlimit(resource.RLIMIT_STACK						,					(maximum_memory_bytes, maximum_memory_bytes)       )

       faulthandler.disable()

       import builtins

       a_      :	str							=						None
       a_      :	str							=						None

       import os

       a_      :	Optional[int]							=						'1'

       a_      :	Any							=						None
       a_      :	int							=						None
       a_      :	int							=						None
       a_      :	Tuple							=						None
       a_      :	Dict							=						None
       a_      :	Any							=						None
       a_      :	Dict							=						None
       a_      :	Dict							=						None
       a_      :	List[str]							=						None
       a_      :	Optional[Any]							=						None
       a_      :	Tuple							=						None
       a_      :	Union[str, Any]							=						None
       a_      :	Dict							=						None
       a_      :	Dict							=						None
       a_      :	int							=						None
       a_      :	str							=						None
       a_      :	Union[str, Any]							=						None
       a_      :	str							=						None
       a_      :	Optional[int]							=						None
       a_      :	List[Any]							=						None
       a_      :	Union[str, Any]							=						None
       a_      :	Dict							=						None
       a_      :	Tuple							=						None
       a_      :	List[str]							=						None
       a_      :	str							=						None
       a_      :	str							=						None
       a_      :	str							=						None

       import shutil

       a_      :	Dict							=						None
       a_      :	Tuple							=						None
       a_      :	str							=						None

       import subprocess

       a_      :	str							=						None  # type: ignore

       a_      :	List[Any]							=						None

       import sys

       a_      :	Optional[int]							=						None
       a_      :	int							=						None
       a_      :	Any							=						None
       a_      :	str							=						None
       a_      :	str							=						None


