

'''simple docstring'''







import argparse
import os
import re

import packaging.version


__lowerCamelCase		       =    """examples/"""
__lowerCamelCase		       =    {
    """examples""": (re.compile(r'''^check_min_version\(\"[^\"]+\"\)\s*$''', re.MULTILINE), """check_min_version(\"VERSION\")\n"""),
    """init""": (re.compile(r'''^__version__\s+=\s+\"([^\"]+)\"\s*$''', re.MULTILINE), """__version__ = \"VERSION\"\n"""),
    """setup""": (re.compile(r'''^(\s*)version\s*=\s*\"[^\"]+\",''', re.MULTILINE), R"""\1version=\"VERSION\","""),
    """doc""": (re.compile(r'''^(\s*)release\s*=\s*\"[^\"]+\"$''', re.MULTILINE), """release = \"VERSION\"\n"""),
}
__lowerCamelCase		       =    {
    """init""": """src/diffusers/__init__.py""",
    """setup""": """setup.py""",
}
__lowerCamelCase		       =    """README.md"""
def       UpperCAmelCase__    (      UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__				)			->			str:
       with open(UpperCAmelCase__,       """r""",       encoding="""utf-8""",       newline="""\n"""				) as f:
              A_						=      f.read()
       A_					,			A_						=      REPLACE_PATTERNS[pattern]
       A_						=      replace.replace("""VERSION""",       UpperCAmelCase__				)
       A_						=      re_pattern.sub(UpperCAmelCase__,       UpperCAmelCase__				)
       with open(UpperCAmelCase__,       """w""",       encoding="""utf-8""",       newline="""\n"""				) as f:
              f.write(UpperCAmelCase__				)
def       UpperCAmelCase__    (      UpperCAmelCase__				)			->			List[str]:
       for folder, directories, fnames in os.walk(UpperCAmelCase__				):
              # Removing some of the folders with non-actively maintained examples from the walk
              if "research_projects" in directories:
                     directories.remove("""research_projects"""				)
              if "legacy" in directories:
                     directories.remove("""legacy"""				)
              for fname in fnames:
                     if fname.endswith(""".py"""				):
                            update_version_in_file(os.path.join(UpperCAmelCase__,       UpperCAmelCase__				),       UpperCAmelCase__,       pattern="""examples"""				)
def       UpperCAmelCase__    (      UpperCAmelCase__,       UpperCAmelCase__=False				)			->			Optional[Any]:
       for pattern, fname in REPLACE_FILES.items():
              update_version_in_file(UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__				)
       if not patch:
              update_version_in_examples(UpperCAmelCase__				)
def       UpperCAmelCase__    (      )			->			List[Any]:
       A_						=      """🤗 Transformers currently provides the following architectures"""
       A_						=      """1. Want to contribute a new model?"""
       with open(UpperCAmelCase__,       """r""",       encoding="""utf-8""",       newline="""\n"""				) as f:
              A_						=      f.readlines()

       # Find the start of the list.
       A_						=      0
       while not lines[start_index].startswith(_start_prompt				):
              start_index += 1
       start_index += 1

       A_						=      start_index
       # Update the lines in the model list.
       while not lines[index].startswith(_end_prompt				):
              if lines[index].startswith("""1."""				):
                     A_						=      lines[index].replace(
                         """https://huggingface.co/docs/diffusers/main/model_doc""",       """https://huggingface.co/docs/diffusers/model_doc""",       )
              index += 1

       with open(UpperCAmelCase__,       """w""",       encoding="""utf-8""",       newline="""\n"""				) as f:
              f.writelines(UpperCAmelCase__				)
def       UpperCAmelCase__    (      )			->			List[str]:
       with open(REPLACE_FILES["""init"""],       """r"""				) as f:
              A_						=      f.read()
       A_						=      REPLACE_PATTERNS["""init"""][0].search(UpperCAmelCase__				).groups()[0]
       return packaging.version.parse(UpperCAmelCase__				)
def       UpperCAmelCase__    (      UpperCAmelCase__=False				)			->			Tuple:
       A_						=      get_version()
       if patch and default_version.is_devrelease:
              raise ValueError("""Can't create a patch version from the dev branch, checkout a released version!"""				)
       if default_version.is_devrelease:
              A_						=      default_version.base_version
       elif patch:
              A_						=      F'''{default_version.major}.{default_version.minor}.{default_version.micro + 1}'''
       else:
              A_						=      F'''{default_version.major}.{default_version.minor + 1}.0'''

       # Now let's ask nicely if that's the right one.
       A_						=      input(F'''Which version are you releasing? [{default_version}]'''				)
       if len(UpperCAmelCase__				) == 0:
              A_						=      default_version

       print(F'''Updating version to {version}.'''				)
       global_version_update(UpperCAmelCase__,       patch=UpperCAmelCase__				)
def       UpperCAmelCase__    (      )			->			Tuple:
       A_						=      get_version()
       A_						=      F'''{current_version.major}.{current_version.minor + 1}.0.dev0'''
       A_						=      current_version.base_version

       # Check with the user we got that right.
       A_						=      input(F'''Which version are we developing now? [{dev_version}]'''				)
       if len(UpperCAmelCase__				) == 0:
              A_						=      dev_version

       print(F'''Updating version to {version}.'''				)
       global_version_update(UpperCAmelCase__				)


#    print("Cleaning main README, don't forget to run `make fix-copies`.")
#    clean_main_ref_in_model_list()


if __name__ == "__main__":
      __lowerCamelCase		       =    argparse.ArgumentParser()
      parser.add_argument('''--post_release''', action='''store_true''', help='''Whether this is pre or post release.''')
      parser.add_argument('''--patch''', action='''store_true''', help='''Whether or not this is a patch release.''')
      __lowerCamelCase		       =    parser.parse_args()
      if not args.post_release:
            pre_release_work(patch=args.patch)
      elif args.patch:
            print('''Nothing to do after a patch :-)''')
      else:
            post_release_work()



'''simple docstring'''







from queue import PriorityQueue
from typing import Any

import numpy as np
def       UpperCAmelCase__    (      UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       )			->			float | int:
       for nxt, d in graph[v]:
              if nxt in visited_forward:
                     continue
              A_						=      cst_fwd.get(UpperCAmelCase__,       np.inf				)
              A_						=      cst_fwd[v] + d
              if new_cost_f < old_cost_f:
                     queue.put((new_cost_f, nxt)				)
                     A_						=      new_cost_f
                     A_						=      v
              if nxt in visited_backward:
                     if cst_fwd[v] + d + cst_bwd[nxt] < shortest_distance:
                            A_						=      cst_fwd[v] + d + cst_bwd[nxt]
       return shortest_distance
def       UpperCAmelCase__    (      UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__				)			->			int:
       A_						=      -1

       A_						=      set()
       A_						=      set()
       A_						=      {source: 0}
       A_						=      {destination: 0}
       A_						=      {source: None}
       A_						=      {destination: None}
       A_						=      PriorityQueue()
       A_						=      PriorityQueue()

       A_						=      np.inf

       queue_forward.put((0, source)				)
       queue_backward.put((0, destination)				)

       if source == destination:
              return 0

       while not queue_forward.empty() and not queue_backward.empty():
              A_					,			A_						=      queue_forward.get()
              visited_forward.add(UpperCAmelCase__				)

              A_					,			A_						=      queue_backward.get()
              visited_backward.add(UpperCAmelCase__				)

              A_						=      pass_and_relaxation(
                  UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       )

              A_						=      pass_and_relaxation(
                  UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       UpperCAmelCase__,       )

              if cst_fwd[v_fwd] + cst_bwd[v_bwd] >= shortest_distance:
                     break

       if shortest_distance != np.inf:
              A_						=      shortest_distance
       return shortest_path_distance


__lowerCamelCase		       =    {
    '''B''': [['''C''', 1]],
    '''C''': [['''D''', 1]],
    '''D''': [['''F''', 1]],
    '''E''': [['''B''', 1], ['''G''', 2]],
    '''F''': [],
    '''G''': [['''F''', 1]],
}
__lowerCamelCase		       =    {
    '''B''': [['''E''', 1]],
    '''C''': [['''B''', 1]],
    '''D''': [['''C''', 1]],
    '''F''': [['''D''', 1], ['''G''', 1]],
    '''E''': [[None, np.inf]],
    '''G''': [['''E''', 2]],
}

if __name__ == "__main__":
      import doctest

      doctest.testmod()
