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()

```

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",

{"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"}]}