prompt: We are currently solving the following issue within our repository. Here is the issue text:
  --- BEGIN ISSUE ---
  Modify documentation generation code to use napoleon
  Napoleon https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html allows for us to use google style documentation with sphinx. This issue enables #1784 
  
  --- END ISSUE ---
  
  Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
  --- BEGIN FILES ---
  Path: `docs/conf.py`
  Content:
  ```
  1 #!/usr/bin/env python3
  2 # -*- coding: utf-8 -*-
  3 #
  4 # PySyft documentation build configuration file, created by
  5 # sphinx-quickstart on Sat Jun  2 20:20:03 2018.
  6 #
  7 # This file is execfile()d with the current directory set to its
  8 # containing dir.
  9 #
  10 # Note that not all possible configuration values are present in this
  11 # autogenerated file.
  12 #
  13 # All configuration values have a default; values that are commented out
  14 # serve to show the default.
  15 
  16 # If extensions (or modules to document with autodoc) are in another directory,
  17 # add these directories to sys.path here. If the directory is relative to the
  18 # documentation root, use os.path.abspath to make it absolute, like shown here.
  19 
  20 #
  21 import os
  22 import sys
  23 
  24 sys.path.insert(0, os.path.abspath("../.."))
  25 
  26 
  27 # -- General configuration ------------------------------------------------
  28 
  29 # If your documentation needs a minimal Sphinx version, state it here.
  30 #
  31 # needs_sphinx = '1.0'
  32 
  33 # Add any Sphinx extension module names here, as strings. They can be
  34 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
  35 # ones.
  36 extensions = [
  37     "sphinx.ext.autodoc",
  38     "sphinx.ext.todo",
  39     "sphinx.ext.coverage",
  40     "sphinx.ext.mathjax",
  41     "sphinx.ext.viewcode",
  42     "sphinx.ext.githubpages",
  43     "sphinx.ext.autosummary",
  44 ]
  45 
  46 # Add any paths that contain templates here, relative to this directory.
  47 templates_path = ["_templates"]
  48 
  49 # The suffix(es) of source filenames.
  50 # You can specify multiple suffix as a list of string:
  51 #
  52 # source_suffix = ['.rst', '.md']
  53 source_suffix = ".rst"
  54 
  55 # The master toctree document.
  56 master_doc = "index"
  57 
  58 # General information about the project.
  59 project = "PySyft"
  60 copyright = "2018, OpenMined Contributors"
  61 author = "Andrew Trask"
  62 
  63 # The version info for the project you're documenting, acts as replacement for
  64 # |version| and |release|, also used in various other places throughout the
  65 # built documents.
  66 #
  67 # The short X.Y version.
  68 version = "0.1"
  69 # The full version, including alpha/beta/rc tags.
  70 release = "0.1"
  71 
  72 # The language for content autogenerated by Sphinx. Refer to documentation
  73 # for a list of supported languages.
  74 #
  75 # This is also used if you do content translation via gettext catalogs.
  76 # Usually you set "language" from the command line for these cases.
  77 language = "python"
  78 
  79 # List of patterns, relative to source directory, that match files and
  80 # directories to ignore when looking for source files.
  81 # This patterns also effect to html_static_path and html_extra_path
  82 exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
  83 
  84 # The name of the Pygments (syntax highlighting) style to use.
  85 pygments_style = "sphinx"
  86 
  87 # If true, `todo` and `todoList` produce output, else they produce nothing.
  88 todo_include_todos = True
  89 
  90 autosummary_generate = True
  91 
  92 
  93 # -- Options for HTML output ----------------------------------------------
  94 
  95 # The theme to use for HTML and HTML Help pages.  See the documentation for
  96 # a list of builtin themes.
  97 #
  98 html_theme = "sphinx_rtd_theme"
  99 html_logo = "_static/img/logo.png"
  100 
  101 # Theme options are theme-specific and customize the look and feel of a theme
  102 # further.  For a list of options available for each theme, see the
  103 # documentation.
  104 #
  105 # html_theme_options = {}
  106 
  107 # Add any paths that contain custom static files (such as style sheets) here,
  108 # relative to this directory. They are copied after the builtin static files,
  109 # so a file named "default.css" will overwrite the builtin "default.css".
  110 html_static_path = ["_static"]
  111 
  112 
  113 # -- Options for HTMLHelp output ------------------------------------------
  114 
  115 # Output file base name for HTML help builder.
  116 htmlhelp_basename = "PySyftdoc"
  117 
  118 html_context = {"css_files": ["_static/css/PySyft_docs.css"]}
  119 
  120 favicon = "_static/img/logo.png"
  121 
  122 
  123 # -- Options for LaTeX output ---------------------------------------------
  124 
  125 latex_elements = {
  126     # The paper size ('letterpaper' or 'a4paper').
  127     #
  128     # 'papersize': 'letterpaper',
  129     # The font size ('10pt', '11pt' or '12pt').
  130     #
  131     # 'pointsize': '10pt',
  132     # Additional stuff for the LaTeX preamble.
  133     #
  134     # 'preamble': '',
  135     # Latex figure (float) alignment
  136     #
  137     # 'figure_align': 'htbp',
  138 }
  139 
  140 # Grouping the document tree into LaTeX files. List of tuples
  141 # (source start file, target name, title,
  142 #  author, documentclass [howto, manual, or own class]).
  143 latex_documents = [(master_doc, "PySyft.tex", "PySyft Documentation", "Andrew Trask", "manual")]
  144 
  145 
  146 # -- Options for manual page output ---------------------------------------
  147 
  148 # One entry per manual page. List of tuples
  149 # (source start file, name, description, authors, manual section).
  150 man_pages = [(master_doc, "pysyft", "PySyft Documentation", [author], 1)]
  151 
  152 
  153 # -- Options for Texinfo output -------------------------------------------
  154 
  155 # Grouping the document tree into Texinfo files. List of tuples
  156 # (source start file, target name, title, author,
  157 #  dir menu entry, description, category)
  158 texinfo_documents = [
  159     (
  160         master_doc,
  161         "PySyft",
  162         "PySyft Documentation",
  163         author,
  164         "PySyft",
  165         "One line description of project.",
  166         "Miscellaneous",
  167     )
  168 ]
  169
  ```
  --- 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/docs/conf.py b/docs/conf.py
  --- a/docs/conf.py
  +++ b/docs/conf.py
  @@ -35,12 +35,13 @@
   # ones.
   extensions = [
       "sphinx.ext.autodoc",
  -    "sphinx.ext.todo",
  +    "sphinx.ext.autosummary",
       "sphinx.ext.coverage",
  +    "sphinx.ext.githubpages",
       "sphinx.ext.mathjax",
  +    "sphinx.ext.napoleon",
  +    "sphinx.ext.todo",
       "sphinx.ext.viewcode",
  -    "sphinx.ext.githubpages",
  -    "sphinx.ext.autosummary",
   ]
   
   # Add any paths that contain templates here, relative to this directory.
  
verification_info: {"golden_diff": "diff --git a/docs/conf.py b/docs/conf.py\n--- a/docs/conf.py\n+++ b/docs/conf.py\n@@ -35,12 +35,13 @@\n # ones.\n extensions = [\n     \"sphinx.ext.autodoc\",\n-    \"sphinx.ext.todo\",\n+    \"sphinx.ext.autosummary\",\n     \"sphinx.ext.coverage\",\n+    \"sphinx.ext.githubpages\",\n     \"sphinx.ext.mathjax\",\n+    \"sphinx.ext.napoleon\",\n+    \"sphinx.ext.todo\",\n     \"sphinx.ext.viewcode\",\n-    \"sphinx.ext.githubpages\",\n-    \"sphinx.ext.autosummary\",\n ]\n \n # Add any paths that contain templates here, relative to this directory.\n", "issue": "Modify documentation generation code to use napoleon\nNapoleon https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html allows for us to use google style documentation with sphinx. This issue enables #1784 \n", "before_files": [{"content": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#\n# PySyft documentation build configuration file, created by\n# sphinx-quickstart on Sat Jun  2 20:20:03 2018.\n#\n# This file is execfile()d with the current directory set to its\n# containing dir.\n#\n# Note that not all possible configuration values are present in this\n# autogenerated file.\n#\n# All configuration values have a default; values that are commented out\n# serve to show the default.\n\n# If extensions (or modules to document with autodoc) are in another directory,\n# add these directories to sys.path here. If the directory is relative to the\n# documentation root, use os.path.abspath to make it absolute, like shown here.\n\n#\nimport os\nimport sys\n\nsys.path.insert(0, os.path.abspath(\"../..\"))\n\n\n# -- General configuration ------------------------------------------------\n\n# If your documentation needs a minimal Sphinx version, state it here.\n#\n# needs_sphinx = '1.0'\n\n# Add any Sphinx extension module names here, as strings. They can be\n# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom\n# ones.\nextensions = [\n    \"sphinx.ext.autodoc\",\n    \"sphinx.ext.todo\",\n    \"sphinx.ext.coverage\",\n    \"sphinx.ext.mathjax\",\n    \"sphinx.ext.viewcode\",\n    \"sphinx.ext.githubpages\",\n    \"sphinx.ext.autosummary\",\n]\n\n# Add any paths that contain templates here, relative to this directory.\ntemplates_path = [\"_templates\"]\n\n# The suffix(es) of source filenames.\n# You can specify multiple suffix as a list of string:\n#\n# source_suffix = ['.rst', '.md']\nsource_suffix = \".rst\"\n\n# The master toctree document.\nmaster_doc = \"index\"\n\n# General information about the project.\nproject = \"PySyft\"\ncopyright = \"2018, OpenMined Contributors\"\nauthor = \"Andrew Trask\"\n\n# The version info for the project you're documenting, acts as replacement for\n# |version| and |release|, also used in various other places throughout the\n# built documents.\n#\n# The short X.Y version.\nversion = \"0.1\"\n# The full version, including alpha/beta/rc tags.\nrelease = \"0.1\"\n\n# The language for content autogenerated by Sphinx. Refer to documentation\n# for a list of supported languages.\n#\n# This is also used if you do content translation via gettext catalogs.\n# Usually you set \"language\" from the command line for these cases.\nlanguage = \"python\"\n\n# List of patterns, relative to source directory, that match files and\n# directories to ignore when looking for source files.\n# This patterns also effect to html_static_path and html_extra_path\nexclude_patterns = [\"_build\", \"Thumbs.db\", \".DS_Store\"]\n\n# The name of the Pygments (syntax highlighting) style to use.\npygments_style = \"sphinx\"\n\n# If true, `todo` and `todoList` produce output, else they produce nothing.\ntodo_include_todos = True\n\nautosummary_generate = True\n\n\n# -- Options for HTML output ----------------------------------------------\n\n# The theme to use for HTML and HTML Help pages.  See the documentation for\n# a list of builtin themes.\n#\nhtml_theme = \"sphinx_rtd_theme\"\nhtml_logo = \"_static/img/logo.png\"\n\n# Theme options are theme-specific and customize the look and feel of a theme\n# further.  For a list of options available for each theme, see the\n# documentation.\n#\n# html_theme_options = {}\n\n# Add any paths that contain custom static files (such as style sheets) here,\n# relative to this directory. They are copied after the builtin static files,\n# so a file named \"default.css\" will overwrite the builtin \"default.css\".\nhtml_static_path = [\"_static\"]\n\n\n# -- Options for HTMLHelp output ------------------------------------------\n\n# Output file base name for HTML help builder.\nhtmlhelp_basename = \"PySyftdoc\"\n\nhtml_context = {\"css_files\": [\"_static/css/PySyft_docs.css\"]}\n\nfavicon = \"_static/img/logo.png\"\n\n\n# -- Options for LaTeX output ---------------------------------------------\n\nlatex_elements = {\n    # The paper size ('letterpaper' or 'a4paper').\n    #\n    # 'papersize': 'letterpaper',\n    # The font size ('10pt', '11pt' or '12pt').\n    #\n    # 'pointsize': '10pt',\n    # Additional stuff for the LaTeX preamble.\n    #\n    # 'preamble': '',\n    # Latex figure (float) alignment\n    #\n    # 'figure_align': 'htbp',\n}\n\n# Grouping the document tree into LaTeX files. List of tuples\n# (source start file, target name, title,\n#  author, documentclass [howto, manual, or own class]).\nlatex_documents = [(master_doc, \"PySyft.tex\", \"PySyft Documentation\", \"Andrew Trask\", \"manual\")]\n\n\n# -- Options for manual page output ---------------------------------------\n\n# One entry per manual page. List of tuples\n# (source start file, name, description, authors, manual section).\nman_pages = [(master_doc, \"pysyft\", \"PySyft Documentation\", [author], 1)]\n\n\n# -- Options for Texinfo output -------------------------------------------\n\n# Grouping the document tree into Texinfo files. List of tuples\n# (source start file, target name, title, author,\n#  dir menu entry, description, category)\ntexinfo_documents = [\n    (\n        master_doc,\n        \"PySyft\",\n        \"PySyft Documentation\",\n        author,\n        \"PySyft\",\n        \"One line description of project.\",\n        \"Miscellaneous\",\n    )\n]\n", "path": "docs/conf.py"}], "after_files": [{"content": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#\n# PySyft documentation build configuration file, created by\n# sphinx-quickstart on Sat Jun  2 20:20:03 2018.\n#\n# This file is execfile()d with the current directory set to its\n# containing dir.\n#\n# Note that not all possible configuration values are present in this\n# autogenerated file.\n#\n# All configuration values have a default; values that are commented out\n# serve to show the default.\n\n# If extensions (or modules to document with autodoc) are in another directory,\n# add these directories to sys.path here. If the directory is relative to the\n# documentation root, use os.path.abspath to make it absolute, like shown here.\n\n#\nimport os\nimport sys\n\nsys.path.insert(0, os.path.abspath(\"../..\"))\n\n\n# -- General configuration ------------------------------------------------\n\n# If your documentation needs a minimal Sphinx version, state it here.\n#\n# needs_sphinx = '1.0'\n\n# Add any Sphinx extension module names here, as strings. They can be\n# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom\n# ones.\nextensions = [\n    \"sphinx.ext.autodoc\",\n    \"sphinx.ext.autosummary\",\n    \"sphinx.ext.coverage\",\n    \"sphinx.ext.githubpages\",\n    \"sphinx.ext.mathjax\",\n    \"sphinx.ext.napoleon\",\n    \"sphinx.ext.todo\",\n    \"sphinx.ext.viewcode\",\n]\n\n# Add any paths that contain templates here, relative to this directory.\ntemplates_path = [\"_templates\"]\n\n# The suffix(es) of source filenames.\n# You can specify multiple suffix as a list of string:\n#\n# source_suffix = ['.rst', '.md']\nsource_suffix = \".rst\"\n\n# The master toctree document.\nmaster_doc = \"index\"\n\n# General information about the project.\nproject = \"PySyft\"\ncopyright = \"2018, OpenMined Contributors\"\nauthor = \"Andrew Trask\"\n\n# The version info for the project you're documenting, acts as replacement for\n# |version| and |release|, also used in various other places throughout the\n# built documents.\n#\n# The short X.Y version.\nversion = \"0.1\"\n# The full version, including alpha/beta/rc tags.\nrelease = \"0.1\"\n\n# The language for content autogenerated by Sphinx. Refer to documentation\n# for a list of supported languages.\n#\n# This is also used if you do content translation via gettext catalogs.\n# Usually you set \"language\" from the command line for these cases.\nlanguage = \"python\"\n\n# List of patterns, relative to source directory, that match files and\n# directories to ignore when looking for source files.\n# This patterns also effect to html_static_path and html_extra_path\nexclude_patterns = [\"_build\", \"Thumbs.db\", \".DS_Store\"]\n\n# The name of the Pygments (syntax highlighting) style to use.\npygments_style = \"sphinx\"\n\n# If true, `todo` and `todoList` produce output, else they produce nothing.\ntodo_include_todos = True\n\nautosummary_generate = True\n\n\n# -- Options for HTML output ----------------------------------------------\n\n# The theme to use for HTML and HTML Help pages.  See the documentation for\n# a list of builtin themes.\n#\nhtml_theme = \"sphinx_rtd_theme\"\nhtml_logo = \"_static/img/logo.png\"\n\n# Theme options are theme-specific and customize the look and feel of a theme\n# further.  For a list of options available for each theme, see the\n# documentation.\n#\n# html_theme_options = {}\n\n# Add any paths that contain custom static files (such as style sheets) here,\n# relative to this directory. They are copied after the builtin static files,\n# so a file named \"default.css\" will overwrite the builtin \"default.css\".\nhtml_static_path = [\"_static\"]\n\n\n# -- Options for HTMLHelp output ------------------------------------------\n\n# Output file base name for HTML help builder.\nhtmlhelp_basename = \"PySyftdoc\"\n\nhtml_context = {\"css_files\": [\"_static/css/PySyft_docs.css\"]}\n\nfavicon = \"_static/img/logo.png\"\n\n\n# -- Options for LaTeX output ---------------------------------------------\n\nlatex_elements = {\n    # The paper size ('letterpaper' or 'a4paper').\n    #\n    # 'papersize': 'letterpaper',\n    # The font size ('10pt', '11pt' or '12pt').\n    #\n    # 'pointsize': '10pt',\n    # Additional stuff for the LaTeX preamble.\n    #\n    # 'preamble': '',\n    # Latex figure (float) alignment\n    #\n    # 'figure_align': 'htbp',\n}\n\n# Grouping the document tree into LaTeX files. List of tuples\n# (source start file, target name, title,\n#  author, documentclass [howto, manual, or own class]).\nlatex_documents = [(master_doc, \"PySyft.tex\", \"PySyft Documentation\", \"Andrew Trask\", \"manual\")]\n\n\n# -- Options for manual page output ---------------------------------------\n\n# One entry per manual page. List of tuples\n# (source start file, name, description, authors, manual section).\nman_pages = [(master_doc, \"pysyft\", \"PySyft Documentation\", [author], 1)]\n\n\n# -- Options for Texinfo output -------------------------------------------\n\n# Grouping the document tree into Texinfo files. List of tuples\n# (source start file, target name, title, author,\n#  dir menu entry, description, category)\ntexinfo_documents = [\n    (\n        master_doc,\n        \"PySyft\",\n        \"PySyft Documentation\",\n        author,\n        \"PySyft\",\n        \"One line description of project.\",\n        \"Miscellaneous\",\n    )\n]\n", "path": "docs/conf.py"}]}