"""simple docstring"""


import argparse
import os
import re

import packaging.version


UpperCAmelCase__     						=  """examples/"""
UpperCAmelCase__     						=  {
    """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"""),
}
UpperCAmelCase__     						=  {
    """init""": """src/diffusers/__init__.py""",
    """setup""": """setup.py""",
}
UpperCAmelCase__     						=  """README.md"""






def 			__UpperCAmelCase    (	lowercase      ,lowercase      ,lowercase						):







  """simple docstring"""
  with open(lowercase      ,"""r"""      ,encoding="""utf-8"""      ,newline="""\n"""						) as f:
    _UpperCAmelCase         =					f.read()
  _UpperCAmelCase       , _UpperCAmelCase         =					REPLACE_PATTERNS[pattern]
  _UpperCAmelCase         =					replace.replace("""VERSION"""      ,lowercase						)
  _UpperCAmelCase         =					re_pattern.sub(lowercase      ,lowercase						)
  with open(lowercase      ,"""w"""      ,encoding="""utf-8"""      ,newline="""\n"""						) as f:
    f.write(lowercase						)






def 			__UpperCAmelCase    (	lowercase						):







  """simple docstring"""
  for folder, directories, fnames in os.walk(lowercase						):
    # 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(lowercase      ,lowercase						)      ,lowercase      ,pattern="""examples"""						)






def 			__UpperCAmelCase    (	lowercase      ,lowercase=False						):







  """simple docstring"""
  for pattern, fname in REPLACE_FILES.items():
    update_version_in_file(lowercase      ,lowercase      ,lowercase						)
  if not patch:
    update_version_in_examples(lowercase						)






def 			__UpperCAmelCase    (	):







  """simple docstring"""
  _UpperCAmelCase         =					"""🤗 Transformers currently provides the following architectures"""
  _UpperCAmelCase         =					"""1. Want to contribute a new model?"""
  with open(lowercase      ,"""r"""      ,encoding="""utf-8"""      ,newline="""\n"""						) as f:
    _UpperCAmelCase         =					f.readlines()

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

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

  with open(lowercase      ,"""w"""      ,encoding="""utf-8"""      ,newline="""\n"""						) as f:
    f.writelines(lowercase						)






def 			__UpperCAmelCase    (	):







  """simple docstring"""
  with open(REPLACE_FILES["""init"""]      ,"""r"""						) as f:
    _UpperCAmelCase         =					f.read()
  _UpperCAmelCase         =					REPLACE_PATTERNS["""init"""][0].search(lowercase						).groups()[0]
  return packaging.version.parse(lowercase						)






def 			__UpperCAmelCase    (	lowercase=False						):







  """simple docstring"""
  _UpperCAmelCase         =					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:
    _UpperCAmelCase         =					default_version.base_version
  elif patch:
    _UpperCAmelCase         =					f'''{default_version.major}.{default_version.minor}.{default_version.micro + 1}'''
  else:
    _UpperCAmelCase         =					f'''{default_version.major}.{default_version.minor + 1}.0'''

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

  print(f'''Updating version to {version}.'''						)
  global_version_update(lowercase      ,patch=lowercase						)






def 			__UpperCAmelCase    (	):







  """simple docstring"""
  _UpperCAmelCase         =					get_version()
  _UpperCAmelCase         =					f'''{current_version.major}.{current_version.minor + 1}.0.dev0'''
  _UpperCAmelCase         =					current_version.base_version

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

  print(f'''Updating version to {version}.'''						)
  global_version_update(lowercase						)


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


if __name__ == "__main__":
    UpperCAmelCase__     						=  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.""")
    UpperCAmelCase__     						=  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"""


UpperCAmelCase__     						=  [
    [0, 1_6, 1_3, 0, 0, 0],
    [0, 0, 1_0, 1_2, 0, 0],
    [0, 4, 0, 0, 1_4, 0],
    [0, 0, 9, 0, 0, 2_0],
    [0, 0, 0, 7, 0, 4],
    [0, 0, 0, 0, 0, 0],
]






def 			__UpperCAmelCase    (	lowercase      ,lowercase      ,lowercase      ,lowercase						):







  """simple docstring"""
  # Return True if there is node that has not iterated.
  _UpperCAmelCase         =					[False] * len(lowercase						)
  _UpperCAmelCase         =					[s]
  _UpperCAmelCase         =					True

  while queue:
    _UpperCAmelCase         =					queue.pop(0						)
    for ind in range(len(graph[u]						)						):
      if visited[ind] is False and graph[u][ind] > 0:
        queue.append(lowercase						)
        _UpperCAmelCase         =					True
        _UpperCAmelCase         =					u

  return visited[t]






def 			__UpperCAmelCase    (	lowercase      ,lowercase      ,lowercase						):







  """simple docstring"""
  _UpperCAmelCase         =					[-1] * (len(lowercase						))
  _UpperCAmelCase         =					0
  _UpperCAmelCase         =					[]
  _UpperCAmelCase         =					[i[:] for i in graph]  # Record original cut, copy.
  while bfs(lowercase      ,lowercase      ,lowercase      ,lowercase						):
    _UpperCAmelCase         =					float("""Inf"""						)
    _UpperCAmelCase         =					sink

    while s != source:
      # Find the minimum value in select path
      _UpperCAmelCase         =					min(lowercase      ,graph[parent[s]][s]						)
      _UpperCAmelCase         =					parent[s]

    max_flow += path_flow
    _UpperCAmelCase         =					sink

    while v != source:
      _UpperCAmelCase         =					parent[v]
      graph[u][v] -= path_flow
      graph[v][u] += path_flow
      _UpperCAmelCase         =					parent[v]

  for i in range(len(lowercase						)						):
    for j in range(len(graph[0]						)						):
      if graph[i][j] == 0 and temp[i][j] > 0:
        res.append((i, j)						)

  return res


if __name__ == "__main__":
    print(mincut(test_graph, source=0, sink=5))
