prompt: We are currently solving the following issue within our repository. Here is the issue text:
  --- BEGIN ISSUE ---
  Support Python 3.11
  Python 3.11 provides major performance improvement that I would like to take advantage of when using the HoloViz ecosystem.
  
  Panel and HoloViews already support python 3.11 according to Pypi.
  
  Please support python 3.11. Thanks.
  
  --- END ISSUE ---
  
  Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
  --- BEGIN FILES ---
  Path: `setup.py`
  Content:
  ```
  1 import json
  2 import os
  3 import sys
  4 import shutil
  5 
  6 from setuptools import setup, find_packages
  7 
  8 import pyct.build
  9 
  10 def get_setup_version(reponame):
  11     """
  12     Helper to get the current version from either git describe or the
  13     .version file (if available).
  14     """
  15     basepath = os.path.split(__file__)[0]
  16     version_file_path = os.path.join(basepath, reponame, '.version')
  17     try:
  18         from param import version
  19     except:
  20         version = None
  21     if version is not None:
  22         return version.Version.setup_version(basepath, reponame, archive_commit="$Format:%h$")
  23     else:
  24         print("WARNING: param>=1.6.0 unavailable. If you are installing a package, this warning can safely be ignored. If you are creating a package or otherwise operating in a git repository, you should install param>=1.6.0.")
  25         return json.load(open(version_file_path))['version_string']
  26 
  27 
  28 ########## dependencies ##########
  29 
  30 install_requires = [
  31     'bokeh >=1.0.0',
  32     'colorcet >=2',
  33     'holoviews >=1.11.0',
  34     'pandas',
  35     'numpy>=1.15',
  36     'packaging',
  37     'panel >=0.11.0',
  38 ]
  39 
  40 _examples = [
  41     'geoviews >=1.6.0',
  42     'numba >=0.51.0',
  43     'geopandas',
  44     'xarray >=0.18.2',
  45     'networkx >=2.6.3',
  46     'streamz >=0.3.0',
  47     'intake >=0.6.5',
  48     'intake-parquet >=0.2.3',
  49     'intake-xarray >=0.5.0',
  50     'dask >=2021.3.0',
  51     'datashader >=0.6.5',
  52     'notebook >=5.4',
  53     'rasterio',
  54     'cartopy',
  55     'pyproj',
  56     's3fs >=2022.1.0',
  57     'scipy >=1.5.3',
  58     'pillow >=8.2.0',
  59     'selenium >=3.141.0',
  60     'spatialpandas >=0.4.3',
  61     'scikit-image >=0.17.2',
  62     'python-snappy >=0.6.0',
  63     'pooch >=1.6.0',
  64     'fiona',
  65     'rioxarray',
  66     # Extra dependency of cartopy on Python 3.6 only
  67     'pyepsg',
  68     'matplotlib',
  69     'plotly',
  70     'pygraphviz',
  71     'ipykernel <6.18.0'  # temporary
  72 ]
  73 
  74 extras_require = {
  75     'tests': [
  76         'codecov',
  77         'flake8',
  78         'parameterized',
  79         'pytest',
  80         'pytest-cov',
  81         'nbsmoke >=0.2.0',
  82         'numpy >=1.7',
  83         'matplotlib',
  84         'plotly',
  85         'xarray',
  86         'pooch',
  87         'scipy',
  88         'ipywidgets',
  89         'pre-commit',
  90     ],
  91     'examples': _examples,
  92     'doc': _examples + [
  93         'nbsite >=0.7.2rc2',
  94         'pydata-sphinx-theme <0.10',
  95         'sphinx-copybutton',
  96         'sphinx-design',
  97     ]
  98 }
  99 
  100 # until pyproject.toml/equivalent is widely supported (setup_requires
  101 # doesn't work well with pip)
  102 extras_require['build'] = [
  103     'param >=1.7.0',
  104     'pyct >=0.4.4',
  105     'setuptools >=30.3.0' # should make this pip now
  106 ]
  107 
  108 extras_require['all'] = sorted(set(sum(extras_require.values(), [])))
  109 
  110 ########## metadata for setuptools ##########
  111 
  112 setup_args = dict(
  113     name='hvplot',
  114     version=get_setup_version("hvplot"),
  115     description='A high-level plotting API for the PyData ecosystem built on HoloViews.',
  116     long_description=open("README.md", mode="r", encoding="utf-8").read(),
  117     long_description_content_type="text/markdown",
  118     author= "Philipp Rudiger",
  119     author_email= "developers@pyviz.org",
  120     maintainer="HoloViz developers",
  121     maintainer_email="developers@pyviz.org",
  122     packages=find_packages(),
  123     include_package_data=True,
  124     platforms=['Windows', 'Mac OS X', 'Linux'],
  125     license='BSD',
  126     url='https://hvplot.pyviz.org',
  127     classifiers = [
  128         "License :: OSI Approved :: BSD License",
  129         "Development Status :: 5 - Production/Stable",
  130         "Programming Language :: Python :: 3.6",
  131         "Programming Language :: Python :: 3.7",
  132         "Programming Language :: Python :: 3.8",
  133         "Programming Language :: Python :: 3.9",
  134         "Programming Language :: Python :: 3.10",
  135         "Operating System :: OS Independent",
  136         "Intended Audience :: Science/Research",
  137         "Intended Audience :: Developers",
  138         "Natural Language :: English",
  139         "Topic :: Scientific/Engineering",
  140         "Topic :: Software Development :: Libraries"],
  141     python_requires=">=3.6",
  142     install_requires=install_requires,
  143     extras_require=extras_require,
  144     tests_require=extras_require['tests'],
  145     entry_points={
  146         'console_scripts': [],
  147         'pandas_plotting_backends': [
  148             'holoviews = hvplot:plotting',
  149         ],
  150     },
  151 )
  152 
  153 
  154 if __name__ == '__main__':
  155     example_path = os.path.join(os.path.dirname(os.path.abspath(__file__)),
  156                                 'hvplot','examples')
  157 
  158     if 'develop' not in sys.argv and 'egg_info' not in sys.argv:
  159         pyct.build.examples(example_path, __file__, force=True)
  160 
  161     setup(**setup_args)
  162 
  163     if os.path.isdir(example_path):
  164         shutil.rmtree(example_path)
  165
  ```
  --- END FILES ---
  
  Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.
  
  Here is an example:
  
  ```diff
  diff --git a/examples/server_async.py b/examples/server_async.py
  --- a/examples/server_async.py
  +++ b/examples/server_async.py
  @@ -313,4 +313,4 @@
   
   
   if __name__ == "__main__":
  -    asyncio.run(run_async_server("."), debug=True)
  +    asyncio.run(run_async_server(), debug=True)
  diff --git a/examples/server_sync.py b/examples/server_sync.py
  --- a/examples/server_sync.py
  +++ b/examples/server_sync.py
  @@ -313,5 +313,5 @@
   
   
   if __name__ == "__main__":
  -    server = run_sync_server(".")
  +    server = run_sync_server()
       server.shutdown()
  
  ```
  
golden_diff: diff --git a/setup.py b/setup.py
  --- a/setup.py
  +++ b/setup.py
  @@ -38,8 +38,7 @@
   ]
   
   _examples = [
  -    'geoviews >=1.6.0',
  -    'numba >=0.51.0',
  +    'geoviews >=1.9.0',
       'geopandas',
       'xarray >=0.18.2',
       'networkx >=2.6.3',
  @@ -48,7 +47,6 @@
       'intake-parquet >=0.2.3',
       'intake-xarray >=0.5.0',
       'dask >=2021.3.0',
  -    'datashader >=0.6.5',
       'notebook >=5.4',
       'rasterio',
       'cartopy',
  @@ -57,7 +55,6 @@
       'scipy >=1.5.3',
       'pillow >=8.2.0',
       'selenium >=3.141.0',
  -    'spatialpandas >=0.4.3',
       'scikit-image >=0.17.2',
       'python-snappy >=0.6.0',
       'pooch >=1.6.0',
  @@ -71,6 +68,14 @@
       'ipykernel <6.18.0'  # temporary
   ]
   
  +# Packages not working on python 3.11 because of numba
  +if sys.version_info < (3, 11):
  +    _examples += [
  +        'numba >=0.51.0',
  +        'datashader >=0.6.5',
  +        'spatialpandas >=0.4.3',
  +    ]
  +
   extras_require = {
       'tests': [
           'codecov',
  @@ -132,6 +137,7 @@
           "Programming Language :: Python :: 3.8",
           "Programming Language :: Python :: 3.9",
           "Programming Language :: Python :: 3.10",
  +        "Programming Language :: Python :: 3.11",
           "Operating System :: OS Independent",
           "Intended Audience :: Science/Research",
           "Intended Audience :: Developers",
  
verification_info: {"golden_diff": "diff --git a/setup.py b/setup.py\n--- a/setup.py\n+++ b/setup.py\n@@ -38,8 +38,7 @@\n ]\n \n _examples = [\n-    'geoviews >=1.6.0',\n-    'numba >=0.51.0',\n+    'geoviews >=1.9.0',\n     'geopandas',\n     'xarray >=0.18.2',\n     'networkx >=2.6.3',\n@@ -48,7 +47,6 @@\n     'intake-parquet >=0.2.3',\n     'intake-xarray >=0.5.0',\n     'dask >=2021.3.0',\n-    'datashader >=0.6.5',\n     'notebook >=5.4',\n     'rasterio',\n     'cartopy',\n@@ -57,7 +55,6 @@\n     'scipy >=1.5.3',\n     'pillow >=8.2.0',\n     'selenium >=3.141.0',\n-    'spatialpandas >=0.4.3',\n     'scikit-image >=0.17.2',\n     'python-snappy >=0.6.0',\n     'pooch >=1.6.0',\n@@ -71,6 +68,14 @@\n     'ipykernel <6.18.0'  # temporary\n ]\n \n+# Packages not working on python 3.11 because of numba\n+if sys.version_info < (3, 11):\n+    _examples += [\n+        'numba >=0.51.0',\n+        'datashader >=0.6.5',\n+        'spatialpandas >=0.4.3',\n+    ]\n+\n extras_require = {\n     'tests': [\n         'codecov',\n@@ -132,6 +137,7 @@\n         \"Programming Language :: Python :: 3.8\",\n         \"Programming Language :: Python :: 3.9\",\n         \"Programming Language :: Python :: 3.10\",\n+        \"Programming Language :: Python :: 3.11\",\n         \"Operating System :: OS Independent\",\n         \"Intended Audience :: Science/Research\",\n         \"Intended Audience :: Developers\",\n", "issue": "Support Python 3.11\nPython 3.11 provides major performance improvement that I would like to take advantage of when using the HoloViz ecosystem.\r\n\r\nPanel and HoloViews already support python 3.11 according to Pypi.\r\n\r\nPlease support python 3.11. Thanks.\n", "before_files": [{"content": "import json\nimport os\nimport sys\nimport shutil\n\nfrom setuptools import setup, find_packages\n\nimport pyct.build\n\ndef get_setup_version(reponame):\n    \"\"\"\n    Helper to get the current version from either git describe or the\n    .version file (if available).\n    \"\"\"\n    basepath = os.path.split(__file__)[0]\n    version_file_path = os.path.join(basepath, reponame, '.version')\n    try:\n        from param import version\n    except:\n        version = None\n    if version is not None:\n        return version.Version.setup_version(basepath, reponame, archive_commit=\"$Format:%h$\")\n    else:\n        print(\"WARNING: param>=1.6.0 unavailable. If you are installing a package, this warning can safely be ignored. If you are creating a package or otherwise operating in a git repository, you should install param>=1.6.0.\")\n        return json.load(open(version_file_path))['version_string']\n\n\n########## dependencies ##########\n\ninstall_requires = [\n    'bokeh >=1.0.0',\n    'colorcet >=2',\n    'holoviews >=1.11.0',\n    'pandas',\n    'numpy>=1.15',\n    'packaging',\n    'panel >=0.11.0',\n]\n\n_examples = [\n    'geoviews >=1.6.0',\n    'numba >=0.51.0',\n    'geopandas',\n    'xarray >=0.18.2',\n    'networkx >=2.6.3',\n    'streamz >=0.3.0',\n    'intake >=0.6.5',\n    'intake-parquet >=0.2.3',\n    'intake-xarray >=0.5.0',\n    'dask >=2021.3.0',\n    'datashader >=0.6.5',\n    'notebook >=5.4',\n    'rasterio',\n    'cartopy',\n    'pyproj',\n    's3fs >=2022.1.0',\n    'scipy >=1.5.3',\n    'pillow >=8.2.0',\n    'selenium >=3.141.0',\n    'spatialpandas >=0.4.3',\n    'scikit-image >=0.17.2',\n    'python-snappy >=0.6.0',\n    'pooch >=1.6.0',\n    'fiona',\n    'rioxarray',\n    # Extra dependency of cartopy on Python 3.6 only\n    'pyepsg',\n    'matplotlib',\n    'plotly',\n    'pygraphviz',\n    'ipykernel <6.18.0'  # temporary\n]\n\nextras_require = {\n    'tests': [\n        'codecov',\n        'flake8',\n        'parameterized',\n        'pytest',\n        'pytest-cov',\n        'nbsmoke >=0.2.0',\n        'numpy >=1.7',\n        'matplotlib',\n        'plotly',\n        'xarray',\n        'pooch',\n        'scipy',\n        'ipywidgets',\n        'pre-commit',\n    ],\n    'examples': _examples,\n    'doc': _examples + [\n        'nbsite >=0.7.2rc2',\n        'pydata-sphinx-theme <0.10',\n        'sphinx-copybutton',\n        'sphinx-design',\n    ]\n}\n\n# until pyproject.toml/equivalent is widely supported (setup_requires\n# doesn't work well with pip)\nextras_require['build'] = [\n    'param >=1.7.0',\n    'pyct >=0.4.4',\n    'setuptools >=30.3.0' # should make this pip now\n]\n\nextras_require['all'] = sorted(set(sum(extras_require.values(), [])))\n\n########## metadata for setuptools ##########\n\nsetup_args = dict(\n    name='hvplot',\n    version=get_setup_version(\"hvplot\"),\n    description='A high-level plotting API for the PyData ecosystem built on HoloViews.',\n    long_description=open(\"README.md\", mode=\"r\", encoding=\"utf-8\").read(),\n    long_description_content_type=\"text/markdown\",\n    author= \"Philipp Rudiger\",\n    author_email= \"developers@pyviz.org\",\n    maintainer=\"HoloViz developers\",\n    maintainer_email=\"developers@pyviz.org\",\n    packages=find_packages(),\n    include_package_data=True,\n    platforms=['Windows', 'Mac OS X', 'Linux'],\n    license='BSD',\n    url='https://hvplot.pyviz.org',\n    classifiers = [\n        \"License :: OSI Approved :: BSD License\",\n        \"Development Status :: 5 - Production/Stable\",\n        \"Programming Language :: Python :: 3.6\",\n        \"Programming Language :: Python :: 3.7\",\n        \"Programming Language :: Python :: 3.8\",\n        \"Programming Language :: Python :: 3.9\",\n        \"Programming Language :: Python :: 3.10\",\n        \"Operating System :: OS Independent\",\n        \"Intended Audience :: Science/Research\",\n        \"Intended Audience :: Developers\",\n        \"Natural Language :: English\",\n        \"Topic :: Scientific/Engineering\",\n        \"Topic :: Software Development :: Libraries\"],\n    python_requires=\">=3.6\",\n    install_requires=install_requires,\n    extras_require=extras_require,\n    tests_require=extras_require['tests'],\n    entry_points={\n        'console_scripts': [],\n        'pandas_plotting_backends': [\n            'holoviews = hvplot:plotting',\n        ],\n    },\n)\n\n\nif __name__ == '__main__':\n    example_path = os.path.join(os.path.dirname(os.path.abspath(__file__)),\n                                'hvplot','examples')\n\n    if 'develop' not in sys.argv and 'egg_info' not in sys.argv:\n        pyct.build.examples(example_path, __file__, force=True)\n\n    setup(**setup_args)\n\n    if os.path.isdir(example_path):\n        shutil.rmtree(example_path)\n", "path": "setup.py"}], "after_files": [{"content": "import json\nimport os\nimport sys\nimport shutil\n\nfrom setuptools import setup, find_packages\n\nimport pyct.build\n\ndef get_setup_version(reponame):\n    \"\"\"\n    Helper to get the current version from either git describe or the\n    .version file (if available).\n    \"\"\"\n    basepath = os.path.split(__file__)[0]\n    version_file_path = os.path.join(basepath, reponame, '.version')\n    try:\n        from param import version\n    except:\n        version = None\n    if version is not None:\n        return version.Version.setup_version(basepath, reponame, archive_commit=\"$Format:%h$\")\n    else:\n        print(\"WARNING: param>=1.6.0 unavailable. If you are installing a package, this warning can safely be ignored. If you are creating a package or otherwise operating in a git repository, you should install param>=1.6.0.\")\n        return json.load(open(version_file_path))['version_string']\n\n\n########## dependencies ##########\n\ninstall_requires = [\n    'bokeh >=1.0.0',\n    'colorcet >=2',\n    'holoviews >=1.11.0',\n    'pandas',\n    'numpy>=1.15',\n    'packaging',\n    'panel >=0.11.0',\n]\n\n_examples = [\n    'geoviews >=1.9.0',\n    'geopandas',\n    'xarray >=0.18.2',\n    'networkx >=2.6.3',\n    'streamz >=0.3.0',\n    'intake >=0.6.5',\n    'intake-parquet >=0.2.3',\n    'intake-xarray >=0.5.0',\n    'dask >=2021.3.0',\n    'notebook >=5.4',\n    'rasterio',\n    'cartopy',\n    'pyproj',\n    's3fs >=2022.1.0',\n    'scipy >=1.5.3',\n    'pillow >=8.2.0',\n    'selenium >=3.141.0',\n    'scikit-image >=0.17.2',\n    'python-snappy >=0.6.0',\n    'pooch >=1.6.0',\n    'fiona',\n    'rioxarray',\n    # Extra dependency of cartopy on Python 3.6 only\n    'pyepsg',\n    'matplotlib',\n    'plotly',\n    'pygraphviz',\n    'ipykernel <6.18.0'  # temporary\n]\n\n# Packages not working on python 3.11 because of numba\nif sys.version_info < (3, 11):\n    _examples += [\n        'numba >=0.51.0',\n        'datashader >=0.6.5',\n        'spatialpandas >=0.4.3',\n    ]\n\nextras_require = {\n    'tests': [\n        'codecov',\n        'flake8',\n        'parameterized',\n        'pytest',\n        'pytest-cov',\n        'nbsmoke >=0.2.0',\n        'numpy >=1.7',\n        'matplotlib',\n        'plotly',\n        'xarray',\n        'pooch',\n        'scipy',\n        'ipywidgets',\n        'pre-commit',\n    ],\n    'examples': _examples,\n    'doc': _examples + [\n        'nbsite >=0.7.2rc2',\n        'pydata-sphinx-theme <0.10',\n        'sphinx-copybutton',\n        'sphinx-design',\n    ]\n}\n\n# until pyproject.toml/equivalent is widely supported (setup_requires\n# doesn't work well with pip)\nextras_require['build'] = [\n    'param >=1.7.0',\n    'pyct >=0.4.4',\n    'setuptools >=30.3.0' # should make this pip now\n]\n\nextras_require['all'] = sorted(set(sum(extras_require.values(), [])))\n\n########## metadata for setuptools ##########\n\nsetup_args = dict(\n    name='hvplot',\n    version=get_setup_version(\"hvplot\"),\n    description='A high-level plotting API for the PyData ecosystem built on HoloViews.',\n    long_description=open(\"README.md\", mode=\"r\", encoding=\"utf-8\").read(),\n    long_description_content_type=\"text/markdown\",\n    author= \"Philipp Rudiger\",\n    author_email= \"developers@pyviz.org\",\n    maintainer=\"HoloViz developers\",\n    maintainer_email=\"developers@pyviz.org\",\n    packages=find_packages(),\n    include_package_data=True,\n    platforms=['Windows', 'Mac OS X', 'Linux'],\n    license='BSD',\n    url='https://hvplot.pyviz.org',\n    classifiers = [\n        \"License :: OSI Approved :: BSD License\",\n        \"Development Status :: 5 - Production/Stable\",\n        \"Programming Language :: Python :: 3.6\",\n        \"Programming Language :: Python :: 3.7\",\n        \"Programming Language :: Python :: 3.8\",\n        \"Programming Language :: Python :: 3.9\",\n        \"Programming Language :: Python :: 3.10\",\n        \"Programming Language :: Python :: 3.11\",\n        \"Operating System :: OS Independent\",\n        \"Intended Audience :: Science/Research\",\n        \"Intended Audience :: Developers\",\n        \"Natural Language :: English\",\n        \"Topic :: Scientific/Engineering\",\n        \"Topic :: Software Development :: Libraries\"],\n    python_requires=\">=3.6\",\n    install_requires=install_requires,\n    extras_require=extras_require,\n    tests_require=extras_require['tests'],\n    entry_points={\n        'console_scripts': [],\n        'pandas_plotting_backends': [\n            'holoviews = hvplot:plotting',\n        ],\n    },\n)\n\n\nif __name__ == '__main__':\n    example_path = os.path.join(os.path.dirname(os.path.abspath(__file__)),\n                                'hvplot','examples')\n\n    if 'develop' not in sys.argv and 'egg_info' not in sys.argv:\n        pyct.build.examples(example_path, __file__, force=True)\n\n    setup(**setup_args)\n\n    if os.path.isdir(example_path):\n        shutil.rmtree(example_path)\n", "path": "setup.py"}]}