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GALI PREM SAGAR 4b9a35ed7b Change cudf docs theme to pydata theme (#8746)
Fixes: #7098

This PR changes our docs theme to pydata theme: https://github.com/pydata/pydata-sphinx-theme, rest of the additional changes include:

- [x] Revamps cudf docs theme to use pydata theme, and made changes to generate separate html pages for each API **thus docs are not going to take ~30s to load anymore, you should see the doc page for each API load almost instantly**.
- [x] Replaced `sphinx_rtd_theme` usages with `pydata-sphinx-theme`.
- [x] Removed `copybutton` being used in code samples, `pydata-sphinx-theme` has this support inbuilt.
- [x] Introduced rapids color scheme 🟪  css styling into `pydata-sphinx-theme`.
- [x] Removed some dead-code related to `markdown` in docs. - We no longer use markdown in docs.
- [x] Moved all Class-related docstrings into `Class` declarations rather than in their `__init__` methods, to make the docstrings be uniform for `autoclass_content` to work correctly.
- [x] Removed the rapids css which is now not needed: `"https://docs.rapids.ai/assets/css/custom.css"`
- [x] Fixed reference errors in multipe places in docstrings; for ex: replaced `cudf.core.series.Series.factorize` with `cudf.Series.factorize`.
- [x] Make top-level import of `StringIndex` possible, previously we cannot do `cudf.StringIndex`, this PR enables it.
- [x] Enable top-level imports for `pivot` & `unstack`: `cudf.pivot` & `cudf.unstack`.

For reviewing purposes, a demo live url to docs is here: https://6111734dedccb71ae0db66dc--docs-rapids-ai.netlify.app/api/cudf/stable/

Authors:
  - GALI PREM SAGAR (https://github.com/galipremsagar)

Approvers:
  - Keith Kraus (https://github.com/kkraus14)
  - Michael Wang (https://github.com/isVoid)
  - Vukasin Milovanovic (https://github.com/vuule)
  - Benjamin Zaitlen (https://github.com/quasiben)
  - AJ Schmidt (https://github.com/ajschmidt8)

URL: https://github.com/rapidsai/cudf/pull/8746
2021-08-10 16:43:51 +00:00

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## Common
__pycache__
*.py[cod]
*$py.class
*.a
*.o
*.so
*.dylib
.cache
.vscode
*.swp
*.pytest_cache
DartConfiguration.tcl
.DS_Store
*.manifest
*.spec
.nfs*
.clangd
## Python build directories & artifacts
dask-worker-space/
dist/
cudf.egg-info/
python/build
python/*/build
python/cudf/cudf-coverage.xml
python/cudf/*/_lib/**/*\.cpp
python/cudf/*/_lib/**/*.h
python/cudf/*/_lib/.nfs*
python/cudf/*/_cuda/*\.cpp
python/cudf/*.ipynb
python/cudf/.ipynb_checkpoints
python/*/record.txt
python/cudf_kafka/*/_lib/**/*\.cpp
python/cudf_kafka/*/_lib/**/*.h
python/custreamz/*/_lib/**/*\.cpp
python/custreamz/*/_lib/**/*.h
.Python
env/
develop-eggs/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
*.egg-info/
.installed.cfg
*.egg
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
junit-cudf.xml
*.cover
.hypothesis/
test-results
## Patching
*.diff
*.orig
*.rej
## C++ build directories & artifacts
CMakeFiles/
Debug
build/
cpp/build/
cpp/include/cudf/ipc_generated/*.h
cpp/thirdparty/googletest/
## Eclipse IDE
.project
.cproject
.settings
## IntelliJ IDE
.idea/
.idea_modules/
*.iml
*.ipr
*.iws
## Doxygen
cpp/doxygen/html
#Java
target
# Translations
*.mo
*.pot
# Django stuff:
*.log
local_settings.py
# Flask stuff:
instance/
.webassets-cache
# Scrapy stuff:
.scrapy
# Sphinx documentation
docs/_build/
# PyBuilder
target/
# Jupyter Notebook
.ipynb_checkpoints
# pyenv
.python-version
# celery beat schedule file
celerybeat-schedule
# SageMath parsed files
*.sage.py
# dotenv
.env
# virtualenv
.venv
venv/
ENV/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
## VSCode IDE
.vscode
# Dask
dask-worker-space/
# protobuf
**/*_pb2.py
# Sphinx docs & build artifacts
docs/cudf/source/api_docs/generated/*
docs/cudf/source/api_docs/api/*