docs update

.github/workflows/docs.yml

@@ -13,10 +13,10 @@ jobs:
     name: "Docs"
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           fetch-depth: 0
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: "3.10"
       - name: Install dependencies

.github/workflows/tests.yml

@@ -34,11 +34,7 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          python -m pip install -e ".[dev]"
-          python -m pip install xgboost
-          python -m pip install spacy
-          python -m pip install torch
-          python -m pip install statsmodels
+          python -m pip install -e ".[dev, all_models]"
       - name: Run Tests
         run: |
           pytest -m 'not rsc_test and not docker' --cov --cov-report xml
@@ -159,7 +155,7 @@ jobs:
     name: "Release to pypi"
     runs-on: ubuntu-latest
     if: github.event_name == 'release'
-    needs: [test-no-extras, tests, test-rsconnect]
+    needs: [test-no-extras, tests, test-connect]
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v4

LICENSE

@@ -1,6 +1,6 @@
 The MIT License (MIT)
 
-Copyright (c) 2021 vetiver authors
+Copyright (c) 2024 vetiver authors
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

Makefile

@@ -12,16 +12,13 @@ endif
 help:
 	@echo "clean - remove all build, test, coverage and Python artifacts"
 	@echo "clean-build - remove build artifacts"
-	@echo "clean-pyc - remove Python file artifacts"
 	@echo "clean-test - remove test and coverage artifacts"
 	@echo "lint - check style with flake8"
 	@echo "test - run tests quickly with the default Python"
 	@echo "test-rsc - run tests for rsconnect"
 	@echo "coverage - check code coverage quickly with the default Python"
 	@echo "docs - generate HTML documentation, including API docs"
 	@echo "release - package and upload a release"
-	@echo "dist - package"
-	@echo "install - install the package to the active Python's site-packages"
 	@echo "dev - generate Connect API keys"
 	@echo "dev-start - start up development Connect in Docker"
 	@echo "dev-stop - stop Connect dev container"
@@ -35,12 +32,6 @@ clean-build:
 	find . -name '*.egg-info' -exec rm -fr {} +
 	find . -name '*.egg' -exec rm -f {} +
 
-clean-pyc:
-	find . -name '*.pyc' -exec rm -f {} +
-	find . -name '*.pyo' -exec rm -f {} +
-	find . -name '*~' -exec rm -f {} +
-	find . -name '__pycache__' -exec rm -fr {} +
-
 clean-test:
 	rm -f .coverage
 	rm -f coverage.xml
@@ -69,15 +60,6 @@ docs doc documentation:
 release: dist
 	twine upload dist/*
 
-dist: clean
-	python setup.py sdist
-
-install: clean
-	python setup.py install
-
-develop: clean-pyc
-	python setup.py develop
-
 dev: vetiver/tests/rsconnect_api_keys.json
 
 dev-start:

docs/_quarto.yml

@@ -50,8 +50,11 @@ quartodoc:
   package: vetiver
   renderer:
     style: markdown
+    table_style: description-list
+    show_signature_annotations: true
     display_name: relative
   sidebar: "_sidebar.yml"
+  # css: _styles-quartodoc.css
   sections:
     - title: Version
       desc: ""
@@ -72,7 +75,7 @@ quartodoc:
         - predict
         - write_app
         - prepare_docker
-        - write_docker
+        - write_docker.write_docker
         - deploy_rsconnect
 
     - title: Monitor
@@ -109,3 +112,5 @@ format:
   html:
     theme:
       - flatly
+    css:
+      - _styles-quartodoc.css

docs/_styles-quartodoc.css

@@ -0,0 +1,22 @@
+/*
+This file generated automatically by quartodoc version 0.7.7.dev17+g4739a4e.
+Modifications may be overwritten by quartodoc build. If you want to
+customize styles, create a new .css file to avoid losing changes.
+*/
+
+
+/* styles for parameter tables, etc.. ----
+*/
+
+.doc-section dt code {
+    background: none;
+}
+
+.doc-section dt {
+    background-color: #f8e4d8;
+    display: block;
+}
+
+.doc-section dl dd {
+    margin-left: 3rem;
+}

docs/index.qmd

@@ -21,7 +21,7 @@ You can use vetiver with:
 -   [statsmodels](https://www.statsmodels.org/stable/index.html)
 -   [xgboost](https://xgboost.readthedocs.io/en/stable/)
 -   [spacy](https://spacy.io/)
--   or utilize [custom handlers](https://rstudio.github.io/vetiver-python/stable/custom_code.html) to support your own models!
+-   or utilize [custom handlers](https://rstudio.github.io/vetiver-python/stable/advancedusage/custom_handler.html) to support your own models!
 
 ## Installation
 
@@ -50,7 +50,7 @@ model = mock.get_mock_model().fit(X, y)
 v = VetiverModel(model, model_name='mock_model', prototype_data=X)
 ```
 
-You can **version** and **share** your `VetiverModel()` by choosing a [pins](https://rstudio.github.io/pins-python/) "board" for it, including a local folder, RStudio Connect, Amazon S3, and more.
+You can **version** and **share** your `VetiverModel()` by choosing a [pins](https://rstudio.github.io/pins-python/) "board" for it, including a local folder, [Connect](https://posit.co/products/enterprise/connect/), Amazon S3, and more.
 
 ```python
 from pins import board_temp
@@ -73,6 +73,6 @@ To start a server using this object, use `app.run(port = 8080)` or your port of
 
 This project is released with a [Contributor Code of Conduct](https://www.contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.
 
-- For questions and discussions about deploying models, statistical modeling, and machine learning, please [post on RStudio Community](https://community.rstudio.com/new-topic?category_id=15&tags=vetiver,question).
+- For questions and discussions about deploying models, statistical modeling, and machine learning, please [post on Posit Community](https://forum.posit.co/new-topic?category_id=15&tags=vetiver,question).
 
 - If you think you have encountered a bug, please [submit an issue](https://github.com/rstudio/vetiver-python/issues).

pyproject.toml

@@ -66,12 +66,14 @@ dev = [
     "vetiver[docs]"
 ]
 docs = [
-    "quartodoc"
+    "quartodoc",
+    # quarto render dependencies
+    "jupyter"
 ]
 statsmodels = ["statsmodels"]
 torch = ["torch"]
 xgboost = ["xgboost"]
-spacy = ["spacy"]
+spacy = ["spacy; python_version < '3.13'"]
 typecheck = [
     "pyright",
     "pandas-stubs"

vetiver/handlers/base.py

@@ -37,12 +37,13 @@ def create_handler(model, prototype_data):
 
     Examples
     --------
-    >>> import vetiver
-    >>> X, y = vetiver.mock.get_mock_data()
-    >>> model = vetiver.mock.get_mock_model()
-    >>> handler = vetiver.create_handler(model, X)
-    >>> handler.describe()
-    'A scikit-learn DummyRegressor model'
+    ```{python}
+    import vetiver
+    X, y = vetiver.mock.get_mock_data()
+    model = vetiver.mock.get_mock_model()
+    handler = vetiver.create_handler(model, X)
+    handler.describe()
+    ```
     """
 
     raise InvalidModelError(
@@ -56,7 +57,10 @@ def create_handler(model, prototype_data):
 
 
 class BaseHandler:
-    """Base handler class for creating VetiverModel of different type.
+    """Base handler class for creating VetiverModel of different types of model.
+
+    Handlers are used in Vetiver to as a unified interface for different types of models.
+    They are used to generate predictions and create metadata about a trained model.
 
     Parameters
     ----------