conf.py

# -*- coding: utf-8 -*-
#
# Configuration file for the Sphinx documentation builder.
#
# This file does only contain a selection of the most common options. For a
# full list see the documentation:
# https://www.sphinx-doc.org/en/master/config

# -- Path setup --------------------------------------------------------------

# If extensions (or modules to document with autodoc) are in another directory,
# 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.

# import m2r
import builtins
import glob
import os
import shutil
import sys

import pt_lightning_sphinx_theme

PATH_HERE = os.path.abspath(os.path.dirname(__file__))
PATH_ROOT = os.path.join(PATH_HERE, '..', '..')
sys.path.insert(0, os.path.abspath(PATH_ROOT))

FOLDER_GENERATED = 'generated'
SPHINX_MOCK_REQUIREMENTS = int(os.environ.get('SPHINX_MOCK_REQUIREMENTS', True))
if SPHINX_MOCK_REQUIREMENTS:
    builtins.__LIGHTNING_SETUP__ = True

import pytorch_lightning  # noqa: E402

# -- Project documents -------------------------------------------------------

# # export the documentation
# with open('intro.rst', 'w') as fp:
#     intro = pytorch_lightning.__doc__.replace(os.linesep + ' ', '')
#     fp.write(m2r.convert(intro))
#     # fp.write(pytorch_lightning.__doc__)

# # export the READme
# with open(os.path.join(PATH_ROOT, 'README.md'), 'r') as fp:
#     readme = fp.read()
# # replace all paths to relative
# for ndir in (os.path.basename(p) for p in glob.glob(os.path.join(PATH_ROOT, '*'))
#              if os.path.isdir(p)):
#     readme = readme.replace('](%s/' % ndir, '](%s/%s/' % (PATH_ROOT, ndir))
# with open('readme.md', 'w') as fp:
#     fp.write(readme)


def _transform_changelog(path_in: str, path_out: str) -> None:
    with open(path_in, 'r') as fp:
        chlog_lines = fp.readlines()
    # enrich short subsub-titles to be unique
    chlog_ver = ''
    for i, ln in enumerate(chlog_lines):
        if ln.startswith('## '):
            chlog_ver = ln[2:].split('-')[0].strip()
        elif ln.startswith('### '):
            ln = ln.replace('###', f'### {chlog_ver} -')
            chlog_lines[i] = ln
    with open(path_out, 'w') as fp:
        fp.writelines(chlog_lines)


os.makedirs(os.path.join(PATH_HERE, FOLDER_GENERATED), exist_ok=True)
# copy all documents from GH templates like contribution guide
for md in glob.glob(os.path.join(PATH_ROOT, '.github', '*.md')):
    shutil.copy(md, os.path.join(PATH_HERE, FOLDER_GENERATED, os.path.basename(md)))
# copy also the changelog
_transform_changelog(
    os.path.join(PATH_ROOT, 'CHANGELOG.md'),
    os.path.join(PATH_HERE, FOLDER_GENERATED, 'CHANGELOG.md'),
)

# -- Project information -----------------------------------------------------

project = 'PyTorch Lightning'
copyright = pytorch_lightning.__copyright__
author = pytorch_lightning.__author__

# The short X.Y version
version = pytorch_lightning.__version__
# The full version, including alpha/beta/rc tags
release = pytorch_lightning.__version__

# -- General configuration ---------------------------------------------------

# If your documentation needs a minimal Sphinx version, state it here.

needs_sphinx = '3.4'

# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
# ones.
extensions = [
    'sphinx.ext.autodoc',
    # 'sphinxcontrib.mockautodoc',  # raises error: directive 'automodule' is already registered ...
    # 'sphinxcontrib.fulltoc',  # breaks pytorch-theme with unexpected kw argument 'titles_only'
    'sphinx.ext.doctest',
    'sphinx.ext.intersphinx',
    'sphinx.ext.todo',
    'sphinx.ext.coverage',
    'sphinx.ext.viewcode',
    'sphinx.ext.autosummary',
    'sphinx.ext.napoleon',
    'sphinx.ext.imgmath',
    'recommonmark',
    'sphinx.ext.autosectionlabel',
    # 'm2r',
    # 'nbsphinx',  # it seems some sphinx issue
    'sphinx_autodoc_typehints',
    'sphinx_copybutton',
    'sphinx_paramlinks',
    'sphinx_togglebutton',
]

# Add any paths that contain templates here, relative to this directory.
templates_path = ['_templates']

# https://berkeley-stat159-f17.github.io/stat159-f17/lectures/14-sphinx..html#conf.py-(cont.)
# https://stackoverflow.com/questions/38526888/embed-ipython-notebook-in-sphinx-document
# I execute the notebooks manually in advance. If notebooks test the code,
# they should be run at build time.
nbsphinx_execute = 'never'
nbsphinx_allow_errors = True
nbsphinx_requirejs_path = ''

# The suffix(es) of source filenames.
# You can specify multiple suffix as a list of string:
#
# source_suffix = ['.rst', '.md']
# source_suffix = ['.rst', '.md', '.ipynb']
source_suffix = {
    '.rst': 'restructuredtext',
    '.txt': 'markdown',
    '.md': 'markdown',
    '.ipynb': 'nbsphinx',
}

# The master toctree document.
master_doc = 'index'

# The language for content autogenerated by Sphinx. Refer to documentation
# for a list of supported languages.
#
# This is also used if you do content translation via gettext catalogs.
# Usually you set "language" from the command line for these cases.
language = None

# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# This pattern also affects html_static_path and html_extra_path.
exclude_patterns = [
    f'{FOLDER_GENERATED}/PULL_REQUEST_TEMPLATE.md',
]

# The name of the Pygments (syntax highlighting) style to use.
pygments_style = None

# -- Options for HTML output -------------------------------------------------

# The theme to use for HTML and HTML Help pages.  See the documentation for
# a list of builtin themes.
# https://www.sphinx-doc.org/en/master/usage/theming.html#builtin-themes
# html_theme = 'bizstyle'
# https://sphinx-themes.org
html_theme = 'pt_lightning_sphinx_theme'
html_theme_path = [pt_lightning_sphinx_theme.get_html_theme_path()]

# Theme options are theme-specific and customize the look and feel of a theme
# further.  For a list of options available for each theme, see the
# documentation.

html_theme_options = {
    'pytorch_project': pytorch_lightning.__homepage__,
    'canonical_url': pytorch_lightning.__homepage__,
    'collapse_navigation': False,
    'display_version': True,
    'logo_only': False,
}

html_logo = '_static/images/logo.svg'

html_favicon = '_static/images/icon.svg'

# 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 = ['_templates', '_static']

# Custom sidebar templates, must be a dictionary that maps document names
# to template names.
#
# The default sidebars (for documents that don't match any pattern) are
# defined by theme itself.  Builtin themes are using these templates by
# default: ``['localtoc.html', 'relations.html', 'sourcelink.html',
# 'searchbox.html']``.
#
# html_sidebars = {}

# -- Options for HTMLHelp output ---------------------------------------------

# Output file base name for HTML help builder.
htmlhelp_basename = project + '-doc'

# -- 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',
}

# Grouping the document tree into LaTeX files. List of tuples
# (source start file, target name, title,
#  author, documentclass [howto, manual, or own class]).
latex_documents = [
    (master_doc, project + '.tex', project + ' Documentation', author, '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, project, project + ' 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,
        project,
        project + ' Documentation',
        author,
        project,
        'One line description of project.',
        'Miscellaneous',
    ),
]

# -- Options for Epub output -------------------------------------------------

# Bibliographic Dublin Core info.
epub_title = project

# The unique identifier of the text. This can be a ISBN number
# or the project homepage.
#
# epub_identifier = ''

# A unique identification for the text.
#
# epub_uid = ''

# A list of files that should not be packed into the epub file.
epub_exclude_files = ['search.html']

# -- Extension configuration -------------------------------------------------

# -- Options for intersphinx extension ---------------------------------------

intersphinx_mapping = {
    'python': ('https://docs.python.org/3', None),
    'torch': ('https://pytorch.org/docs/stable/', None),
    'numpy': ('https://numpy.org/doc/stable/', None),
    'PIL': ('https://pillow.readthedocs.io/en/stable/', None),
}

# -- Options for todo extension ----------------------------------------------

# If true, `todo` and `todoList` produce output, else they produce nothing.
todo_include_todos = True


def setup(app):
    # this is for hiding doctest decoration,
    # see: https://z4r.github.io/python/2011/12/02/hides-the-prompts-and-output/
    app.add_js_file('copybutton.js')
    app.add_css_file('main.css')


# copy all notebooks to local folder
# path_nbs = os.path.join(PATH_HERE, 'notebooks')
# if not os.path.isdir(path_nbs):
#     os.mkdir(path_nbs)
# for path_ipynb in glob.glob(os.path.join(PATH_ROOT, 'notebooks', '*.ipynb')):
#     path_ipynb2 = os.path.join(path_nbs, os.path.basename(path_ipynb))
#     shutil.copy(path_ipynb, path_ipynb2)


# Ignoring Third-party packages
# https://stackoverflow.com/questions/15889621/sphinx-how-to-exclude-imports-in-automodule
def package_list_from_file(file):
    """List up package name (not containing version and extras) from a package list file
    """
    mocked_packages = []
    with open(file, 'r') as fp:
        for ln in fp.readlines():
            # Example: `tqdm>=4.41.0` => `tqdm`
            # `[` is for package with extras
            found = [ln.index(ch) for ch in list(',=<>#[') if ch in ln]
            pkg = ln[:min(found)] if found else ln
            if pkg.rstrip():
                mocked_packages.append(pkg.rstrip())
    return mocked_packages


# define mapping from PyPI names to python imports
PACKAGE_MAPPING = {
    'Pillow': 'PIL',
    'opencv-python': 'cv2',
    'PyYAML': 'yaml',
    'comet-ml': 'comet_ml',
    'neptune-client': 'neptune',
    'hydra-core': 'hydra',
}
MOCK_PACKAGES = []
if SPHINX_MOCK_REQUIREMENTS:
    # mock also base packages when we are on RTD since we don't install them there
    MOCK_PACKAGES += package_list_from_file(os.path.join(PATH_ROOT, 'requirements.txt'))
    MOCK_PACKAGES += package_list_from_file(os.path.join(PATH_ROOT, 'requirements', 'extra.txt'))
    MOCK_PACKAGES += package_list_from_file(os.path.join(PATH_ROOT, 'requirements', 'loggers.txt'))
MOCK_PACKAGES = [PACKAGE_MAPPING.get(pkg, pkg) for pkg in MOCK_PACKAGES]

autodoc_mock_imports = MOCK_PACKAGES

autosummary_generate = True

autodoc_member_order = 'groupwise'

autoclass_content = 'both'

autodoc_default_options = {
    'members': True,
    'methods': True,
    'special-members': '__call__',
    'exclude-members': '_abc_impl',
    'show-inheritance': True,
}

# Sphinx will add “permalinks” for each heading and description environment as paragraph signs that
#  become visible when the mouse hovers over them.
# This value determines the text for the permalink; it defaults to "¶". Set it to None or the empty
#  string to disable permalinks.
# https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_add_permalinks
html_add_permalinks = "¶"

# True to prefix each section label with the name of the document it is in, followed by a colon.
#  For example, index:Introduction for a section called Introduction that appears in document index.rst.
#  Useful for avoiding ambiguity when the same section heading appears in different documents.
# https://www.sphinx-doc.org/en/master/usage/extensions/autosectionlabel.html
autosectionlabel_prefix_document = True

# only run doctests marked with a ".. doctest::" directive
doctest_test_doctest_blocks = ''
doctest_global_setup = """
import importlib
import os
from typing import Optional
import torch
from torch import nn
import pytorch_lightning as pl
from pytorch_lightning import LightningDataModule, LightningModule, Trainer
from pytorch_lightning.utilities import (
    _NATIVE_AMP_AVAILABLE,
    _APEX_AVAILABLE,
    _XLA_AVAILABLE,
    _TPU_AVAILABLE,
    _TORCHVISION_AVAILABLE,
    _module_available,
)
TORCHVISION_AVAILABLE = _module_available("torchvision")
"""
coverage_skip_undoc_in_source = True