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.github/workflows/ci.yml

@@ -31,8 +31,8 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip wheel setuptools
-        pip install flake8 isort>=5.0 mypy nbstripout nbformat
-    - name: Lint with flake8
+        pip install flake8 black isort>=5.0 mypy nbstripout nbformat
+    - name: Lint
       run: |
         make lint
   docs:

Makefile

@@ -19,6 +19,7 @@ tutorial: FORCE
 
 lint: FORCE
 	flake8
+	black --check .
 	isort --check .
 	python scripts/update_headers.py --check
 	mypy pyro
@@ -29,6 +30,7 @@ license: FORCE
 	python scripts/update_headers.py
 
 format: license FORCE
+	black .
 	isort .
 
 version: FORCE

docs/source/conf.py

@@ -26,7 +26,7 @@
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 #
-sys.path.insert(0, os.path.abspath('../..'))
+sys.path.insert(0, os.path.abspath("../.."))
 
 # -- General configuration ------------------------------------------------
 
@@ -38,15 +38,15 @@
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
 extensions = [
-    'sphinx.ext.intersphinx',  #
-    'sphinx.ext.todo',  #
-    'sphinx.ext.mathjax',  #
-    'sphinx.ext.ifconfig',  #
-    'sphinx.ext.viewcode',  #
-    'sphinx.ext.githubpages',  #
-    'sphinx.ext.graphviz',  #
-    'sphinx.ext.autodoc',
-    'sphinx.ext.doctest',
+    "sphinx.ext.intersphinx",  #
+    "sphinx.ext.todo",  #
+    "sphinx.ext.mathjax",  #
+    "sphinx.ext.ifconfig",  #
+    "sphinx.ext.viewcode",  #
+    "sphinx.ext.githubpages",  #
+    "sphinx.ext.graphviz",  #
+    "sphinx.ext.autodoc",
+    "sphinx.ext.doctest",
 ]
 
 # Disable documentation inheritance so as to avoid inheriting
@@ -56,31 +56,32 @@
 autodoc_inherit_docstrings = False
 
 # Add any paths that contain templates here, relative to this directory.
-templates_path = ['_templates']
+templates_path = ["_templates"]
 
 # The suffix(es) of source filenames.
 # You can specify multiple suffix as a list of string:
 #
 # source_suffix = ['.rst', '.md']
-source_suffix = '.rst'
+source_suffix = ".rst"
 
 # The master toctree document.
-master_doc = 'index'
+master_doc = "index"
 
 # General information about the project.
-project = u'Pyro'
-copyright = u'2017-2018, Uber Technologies, Inc'
-author = u'Uber AI Labs'
+project = u"Pyro"
+copyright = u"2017-2018, Uber Technologies, Inc"
+author = u"Uber AI Labs"
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
 # built documents.
 
-version = ''
+version = ""
 
-if 'READTHEDOCS' not in os.environ:
+if "READTHEDOCS" not in os.environ:
     # if developing locally, use pyro.__version__ as version
     from pyro import __version__  # noqaE402
+
     version = __version__
 
 # release version
@@ -99,7 +100,7 @@
 exclude_patterns = []
 
 # The name of the Pygments (syntax highlighting) style to use.
-pygments_style = 'sphinx'
+pygments_style = "sphinx"
 
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = True
@@ -110,10 +111,10 @@
 # -- Options for HTML output ----------------------------------------------
 
 # logo
-html_logo = '_static/img/pyro_logo_wide.png'
+html_logo = "_static/img/pyro_logo_wide.png"
 
 # logo
-html_favicon = '_static/img/favicon/favicon.ico'
+html_favicon = "_static/img/favicon/favicon.ico"
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
@@ -126,36 +127,33 @@
 # documentation.
 
 html_theme_options = {
-    'navigation_depth': 3,
-    'logo_only': True,
+    "navigation_depth": 3,
+    "logo_only": True,
 }
 
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
-html_static_path = ['_static']
-html_style = 'css/pyro.css'
+html_static_path = ["_static"]
+html_style = "css/pyro.css"
 
 # -- Options for HTMLHelp output ------------------------------------------
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = 'Pyrodoc'
+htmlhelp_basename = "Pyrodoc"
 
 # -- Options for LaTeX output ---------------------------------------------
 
 latex_elements = {
     # The paper size ('letterpaper' or 'a4paper').
     #
     # 'papersize': 'letterpaper',
-
     # The font size ('10pt', '11pt' or '12pt').
     #
     # 'pointsize': '10pt',
-
     # Additional stuff for the LaTeX preamble.
     #
     # 'preamble': '',
-
     # Latex figure (float) alignment
     #
     # 'figure_align': 'htbp',
@@ -165,34 +163,41 @@
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
 latex_documents = [
-    (master_doc, 'Pyro.tex', u'Pyro Documentation', u'Uber AI Labs', 'manual'),
+    (master_doc, "Pyro.tex", u"Pyro Documentation", u"Uber AI Labs", "manual"),
 ]
 
 # -- Options for manual page output ---------------------------------------
 
 # One entry per manual page. List of tuples
 # (source start file, name, description, authors, manual section).
-man_pages = [(master_doc, 'pyro', u'Pyro Documentation', [author], 1)]
+man_pages = [(master_doc, "pyro", u"Pyro Documentation", [author], 1)]
 
 # -- Options for Texinfo output -------------------------------------------
 
 # Grouping the document tree into Texinfo files. List of tuples
 # (source start file, target name, title, author,
 #  dir menu entry, description, category)
 texinfo_documents = [
-    (master_doc, 'Pyro', u'Pyro Documentation', author, 'Pyro',
-     'Deep Universal Probabilistic Programming.', 'Miscellaneous'),
+    (
+        master_doc,
+        "Pyro",
+        u"Pyro Documentation",
+        author,
+        "Pyro",
+        "Deep Universal Probabilistic Programming.",
+        "Miscellaneous",
+    ),
 ]
 
 # Example configuration for intersphinx: refer to the Python standard library.
 intersphinx_mapping = {
-    'python': ('https://docs.python.org/3/', None),
-    'torch': ('https://pytorch.org/docs/master/', None),
-    'funsor': ('http://funsor.pyro.ai/en/stable/', None),
-    'opt_einsum': ('https://optimized-einsum.readthedocs.io/en/stable/', None),
-    'scipy': ('https://docs.scipy.org/doc/scipy/reference/', None),
-    'Bio': ('https://biopython.readthedocs.io/en/latest/', None),
-    'horovod': ('https://horovod.readthedocs.io/en/stable/', None),
+    "python": ("https://docs.python.org/3/", None),
+    "torch": ("https://pytorch.org/docs/master/", None),
+    "funsor": ("http://funsor.pyro.ai/en/stable/", None),
+    "opt_einsum": ("https://optimized-einsum.readthedocs.io/en/stable/", None),
+    "scipy": ("https://docs.scipy.org/doc/scipy/reference/", None),
+    "Bio": ("https://biopython.readthedocs.io/en/latest/", None),
+    "horovod": ("https://horovod.readthedocs.io/en/stable/", None),
 }
 
 # document class constructors (__init__ methods):
@@ -205,13 +210,17 @@ def skip(app, what, name, obj, skip, options):
 
 
 def setup(app):
-    app.add_css_file('css/pyro.css')
+    app.add_css_file("css/pyro.css")
+
+
 #     app.connect("autodoc-skip-member", skip)
 
 
 # @jpchen's hack to get rtd builder to install latest pytorch
 # See similar line in the install section of .travis.yml
-if 'READTHEDOCS' in os.environ:
-    os.system('pip install numpy')
-    os.system('pip install torch==1.9.0+cpu torchvision==0.10.0+cpu '
-              '-f https://download.pytorch.org/whl/torch_stable.html')
+if "READTHEDOCS" in os.environ:
+    os.system("pip install numpy")
+    os.system(
+        "pip install torch==1.9.0+cpu torchvision==0.10.0+cpu "
+        "-f https://download.pytorch.org/whl/torch_stable.html"
+    )