[Python] Configure Sphinx docs (#2496)

## Changes
Configure Sphinx docs for Python code.

There is a lot of customization for Sphinx output to make complex type
signatures readable:
- Type dicts are not documented, because they exactly follow dataclass
schema
- Variables are excluded from type signatures

After that, when the rest of the code is ready, we can automatically
publish docs into gh-pages.

## Tests
Adds CI check

.github/workflows/python_push.yml

@@ -35,7 +35,7 @@ jobs:
       - name: Install uv
         uses: astral-sh/setup-uv@f94ec6bedd8674c4426838e6b50417d36b6ab231 # v5.3.1
         with:
-          python-version: ${{ matrix.python-version }}
+          python-version: ${{ matrix.pyVersion }}
           version: "0.6.5"
 
       - name: Run tests
@@ -54,8 +54,24 @@ jobs:
         uses: astral-sh/setup-uv@f94ec6bedd8674c4426838e6b50417d36b6ab231 # v5.3.1
         with:
           version: "0.6.5"
-          checksum: "8fc9895719a1291ecd193cb86f9282ff3649cef797d29eacc74c4f573aab1e2f"
 
       - name: Run lint
         working-directory: experimental/python
         run: make lint
+
+  python_docs:
+    name: docs
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository and submodules
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@f94ec6bedd8674c4426838e6b50417d36b6ab231 # v5.3.1
+        with:
+          version: "0.6.5"
+
+      - name: Run docs
+        working-directory: experimental/python
+        run: make docs

experimental/python/.gitignore

@@ -6,7 +6,7 @@ __pycache__/
 *$py.class
 
 # Sphinx
-_output
+docs/_output
 docs/_build/
 
 # Distribution / packaging

experimental/python/Makefile

@@ -4,6 +4,10 @@ fmt:
 	uv run ruff check --fix $(sources) || true
 	uv run ruff format
 
+docs:
+	# Python 3.12+ is needed for get_overloads
+	uv run --python 3.12 sphinx-build docs docs/_output --fail-on-warning --show-traceback --nitpicky --fresh-env --keep-going
+
 lint:
 	# check if lock matches the project metadata
 	uv lock --check 
@@ -18,3 +22,5 @@ test:
 build:
 	rm -rf build dist
 	uv build .
+
+.PHONY: fmt docs lint test build

experimental/python/docs/conf.py

@@ -0,0 +1,76 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+import sys
+import os
+
+sys.path.append(os.path.abspath(".."))
+sys.path.append(os.path.abspath("ext"))
+
+
+project = "databricks-bundles"
+copyright = "2024, Databricks"
+author = "Gleb Kanterov"
+release = "beta"
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = [
+    "autodoc_databricks_bundles",
+    "sphinx.ext.autodoc",
+    "sphinx.ext.autosummary",
+    "sphinx.ext.intersphinx",
+]
+
+autodoc_typehints = "signature"
+
+templates_path = ["_templates"]
+exclude_patterns = ["_build", "Thumbs.db", ".DS_Store", "__generated__"]
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = "alabaster"
+html_static_path = ["images"]
+html_theme_options = {
+    "logo": "databricks-logo.svg",
+    "github_user": "databricks",
+    "github_repo": "databricks-bundles",
+    "description": "databricks-bundles: Python support for Databricks Asset Bundles",
+    "fixed_sidebar": "true",
+    "logo_text_align": "center",
+    "github_button": "true",
+    "show_related": "true",
+    "sidebar_collapse": "true",
+}
+
+python_maximum_signature_line_length = 20
+
+add_module_names = False
+python_use_unqualified_type_names = True
+
+# we include all classes by hand, because not everything is documented
+autosummary_generate = False
+
+autodoc_default_options = {
+    "members": True,
+    "member-order": "bysource",
+    "undoc-members": True,
+}
+
+autoclass_content = "class"
+
+toc_object_entries = False
+
+intersphinx_mapping = {
+    "python": ("https://docs.python.org/3.10", None),
+}

experimental/python/docs/databricks.bundles.core.rst

@@ -0,0 +1,41 @@
+Core
+===============================
+
+.. currentmodule:: databricks.bundles.core
+
+**Package:** ``databricks.bundles.core``
+
+.. comment:
+    We don't use automodule to manually order the classes,
+    and ensure that every class is documented well before
+    adding it to the documentation.
+
+Classes
+-----------
+
+.. autoclass:: databricks.bundles.core.Resources
+.. autoclass:: databricks.bundles.core.Resource
+.. autoclass:: databricks.bundles.core.ResourceMutator
+.. autoclass:: databricks.bundles.core.Bundle
+.. autoclass:: databricks.bundles.core.Variable
+.. autoclass:: databricks.bundles.core.Diagnostics
+.. autoclass:: databricks.bundles.core.Diagnostic
+.. autoclass:: databricks.bundles.core.Location
+.. autoclass:: databricks.bundles.core.Severity
+
+.. class:: T
+
+    :class:`~typing.TypeVar` for variable value
+
+Methods
+-----------
+
+.. automethod:: databricks.bundles.core.load_resources_from_current_package_module
+.. automethod:: databricks.bundles.core.load_resources_from_module
+.. automethod:: databricks.bundles.core.load_resources_from_modules
+.. automethod:: databricks.bundles.core.load_resources_from_package_module
+
+Decorators
+-----------
+.. autodecorator:: databricks.bundles.core.job_mutator
+.. autodecorator:: databricks.bundles.core.variables

experimental/python/docs/databricks.bundles.jobs.rst

@@ -0,0 +1,11 @@
+Jobs
+===============================
+
+.. currentmodule:: databricks.bundles.jobs
+
+**Package:** ``databricks.bundles.jobs``
+
+Classes
+---------------
+
+.. automodule:: databricks.bundles.jobs

experimental/python/docs/ext/autodoc_databricks_bundles.py

@@ -0,0 +1,325 @@
+import inspect
+import re
+import typing
+from dataclasses import is_dataclass, fields
+from inspect import Signature
+from types import NoneType, UnionType
+from typing import get_origin, Union, get_args
+
+import sphinx.util.inspect as sphinx_inspect
+from sphinx.addnodes import pending_xref
+
+from sphinx.application import Sphinx
+from sphinx.util.inspect import stringify_signature
+from sphinx.util.typing import ExtensionMetadata
+
+from databricks.bundles.core._transform import _unwrap_variable, _unwrap_optional
+
+
+def get_arg_name(arg):
+    if hasattr(arg, "__forward_arg__"):
+        return arg.__forward_arg__
+
+    return arg.__name__
+
+
+def simplify_union_type(args: tuple, unwrap_variable):
+    names = [get_arg_name(arg) for arg in args]
+
+    if len(args) == 2 and NoneType not in args:
+        if names[0] == names[1] + "Dict":
+            return args[1]
+
+    if len(args) == 2 and NoneType not in args:
+        if names[0] == "Literal":
+            return args[1]
+
+    if len(args) == 3 and args[2] == NoneType:
+        if names[0] == names[1] + "Dict":
+            return args[1] | None
+
+    is_optional = NoneType in args
+
+    for arg in args:
+        if nested := _unwrap_optional(arg):
+            if is_optional:
+                return simplify_type(nested, unwrap_variable=unwrap_variable) | None
+            else:
+                return simplify_type(nested, unwrap_variable=unwrap_variable)
+
+        if unwrap_variable:
+            if nested := _unwrap_variable(arg):
+                if is_optional:
+                    return simplify_type(nested, unwrap_variable=unwrap_variable) | None
+                else:
+                    return simplify_type(nested, unwrap_variable=unwrap_variable)
+
+    return Union[args]
+
+
+def simplify_type(type, unwrap_variable=True):
+    """
+    Simplifies type signatures.
+
+    Rules:
+    - simplify_type(list[T])    -> list[simplify_type(T)]
+    - simplify_type(dict[T, U]) -> dict[simplify_type(T), simplify_type(U)]
+    - simplify_type(A | B)      -> simplify_type(A) | simplify_type(B)
+    - simplify_type(VariableOrOptional[T]) -> simplify_type(T) | None
+    - simplify_type(Variable[T])           -> simplify_type(T)
+    - simplify_type(XxxParam)              -> Xxx
+    """
+
+    origin = get_origin(type)
+
+    if origin == list:
+        arg = simplify_type(get_args(type)[0], unwrap_variable=unwrap_variable)
+        arg = _unwrap_optional(arg) or arg
+
+        return list[arg]
+    elif origin == dict:
+        arg0 = simplify_type(get_args(type)[0], unwrap_variable=unwrap_variable)
+        arg1 = simplify_type(get_args(type)[1], unwrap_variable=unwrap_variable)
+
+        arg0 = _unwrap_optional(arg0) or arg0
+        arg1 = _unwrap_optional(arg1) or arg1
+
+        return dict[arg0, arg1]
+    elif origin in [Union, UnionType]:
+        return simplify_union_type(get_args(type), unwrap_variable=unwrap_variable)
+    else:
+        return type
+
+
+def is_inherited(cls, field_name):
+    for base in inspect.getmro(cls)[1:]:
+        if hasattr(base, "__annotations__") and field_name in base.__annotations__:
+            return True
+
+    return False
+
+
+def stringify_annotation(annotation, mode: str = "fully-qualified-except-typing"):
+    import sphinx.util.typing
+
+    return sphinx.util.typing.stringify_annotation(annotation, mode)
+
+
+def resolve_forward_ref(obj, sig):
+    # resolve forward references, because some types are recursive
+
+    import databricks.bundles.core
+    import databricks.bundles.jobs._models.task
+    import typing_extensions
+
+    hints = typing.get_type_hints(
+        obj,
+        localns={
+            "Self": typing_extensions.Self,
+            "TaskParam": databricks.bundles.jobs._models.task.TaskParam,
+            "VariableOr": databricks.bundles.core.VariableOr,
+        },
+    )
+
+    return sig.replace(
+        parameters=[
+            param.replace(annotation=hints[name])
+            for name, param in sig.parameters.items()
+        ]
+    )
+
+
+def process_signature(app, what, name, obj, options, signature, return_annotation):
+    if what in ("class"):
+        annotations = app.env.temp_data.setdefault("annotations", {})
+        annotation = annotations.setdefault(name, {})
+
+        if is_dataclass(obj):
+            for field in fields(obj):
+                field_type = obj.__annotations__.get(field.name, field.type)
+                field_type = simplify_type(field_type)
+
+                if is_inherited(obj, field.name):
+                    if field.name in annotation:
+                        del annotation[field.name]
+
+                    if field.name in obj.__annotations__:
+                        del obj.__annotations__[field.name]
+                else:
+                    annotation[field.name] = stringify_annotation(
+                        field_type, mode="smart"
+                    )
+                    obj.__annotations__[field.name] = field_type
+
+        return "", ""
+
+    if what in ("decorator", "method", "function"):
+        sig = sphinx_inspect.signature(obj)
+
+        # do not simplify variables in core signatures because they matter
+        if name.startswith("databricks.bundles.core."):
+            # return signature, return_annotation
+            sig = simplify_sig(sig, unwrap_variable=False)
+        elif name.startswith("databricks.bundles.jobs.") and name.endswith(".as_dict"):
+            sig = simplify_as_dict_sig(sig)
+        elif name.startswith("databricks.bundles.jobs.") and name.endswith(
+            ".from_dict"
+        ):
+            sig = simplify_from_dict_sig(sig)
+        # this is the only recursive type we have, resolution is
+        elif name == "databricks.bundles.jobs.ForEachTask.create":
+            sig = resolve_forward_ref(obj, sig)
+            sig = simplify_sig(sig, unwrap_variable=True)
+        else:
+            sig = simplify_sig(sig, unwrap_variable=True)
+
+        signature = stringify_signature(sig, show_return_annotation=False)
+        return_annotation = stringify_annotation(sig.return_annotation, mode="smart")
+
+        return signature, return_annotation
+
+
+def simplify_as_dict_sig(sig: Signature):
+    """
+    Simplifies the signature of `as_dict` methods.
+
+    We don't output type dict types because they are not documented separately,
+    as they exactly match dataclass fields.
+
+    Input:
+
+        class Foo:
+            def as_dict(self) -> FooDict: ...
+
+    Output:
+
+        class Foo:
+            def as_dict(self) -> dict
+    """
+
+    return sig.replace(return_annotation=dict)
+
+
+def simplify_from_dict_sig(sig: Signature):
+    """
+    Simplifies from_dict signature similar to as_dict.
+
+    Input:
+        class Foo:
+
+            def from_dict(self) -> FooDict: ...
+
+    Output:
+        class Foo:
+
+            def from_dict(self) -> dict: ...
+
+    """
+
+    return sig.replace(
+        parameters=[param.replace(annotation=dict) for param in sig.parameters.values()]
+    )
+
+
+def process_docstring(app, what, name, obj, options, lines):
+    for i in range(len(lines)):
+        line = lines[i]
+
+        lines[i] = re.sub(
+            # turn markdown links into reST links
+            r"\[([^\]]+)\]\((https?://[^\)]+)\)",
+            r"`\1 <\2>`_",
+            line,
+        )
+
+
+def simplify_sig(sig, unwrap_variable: bool) -> inspect.Signature:
+    parameters = [
+        param.replace(
+            annotation=simplify_type(param.annotation, unwrap_variable=unwrap_variable)
+        )
+        if param.annotation is not param.empty
+        else param
+        for name, param in sig.parameters.items()
+    ]
+
+    parameters = [
+        param.replace(default=inspect.Parameter.empty)
+        if param.default is None
+        else param
+        for param in parameters
+    ]
+
+    parameters = [param for param in parameters if param.name != "self"]
+
+    return sig.replace(parameters=parameters)
+
+
+rewrite_aliases = {
+    "databricks.bundles.core._bundle._T": "databricks.bundles.core.T",
+    "databricks.bundles.core._variable._T": "databricks.bundles.core.T",
+    "databricks.bundles.core._diagnostics._T": "databricks.bundles.core.T",
+    "databricks.bundles.core._resource_mutator._T": "databricks.bundles.core.T",
+    # use dataclasses instead of typed dicts used in databricks.bundles.core
+    "JobParam": "databricks.bundles.jobs.Job",
+}
+
+
+def resolve_internal_aliases(app, doctree):
+    """
+    Applies rewrites for type aliases that are not correctly
+    handled by Sphinx and cause broken links.
+    """
+
+    pending_xrefs = doctree.traverse(condition=pending_xref)
+
+    for node in pending_xrefs:
+        alias = node.get("reftarget", None)
+
+        if rewrite := rewrite_aliases.get(alias):
+            node["reftarget"] = rewrite
+
+
+def disable_sphinx_overloads():
+    # See  https://github.com/sphinx-doc/sphinx/issues/10351
+    from sphinx.pycode import parser
+
+    def add_overload_entry(self, func):
+        pass
+
+    parser.VariableCommentPicker.add_overload_entry = add_overload_entry
+
+
+def skip_member(app, what, name, obj, skip, options):
+    # skip databricks.bundles.<resource>._module.FooDict classes
+    # because we already document Foo dataclass that is equivalent.
+    if what == "module" and name.endswith("Dict") and "._models." in obj.__module__:
+        print(what, name, obj, app)
+        return True
+
+    return skip
+
+
+def setup(app: Sphinx) -> ExtensionMetadata:
+    import databricks.bundles.jobs
+    import databricks.bundles.core
+
+    # disable support for overloads, because Sphinx doesn't handle them well
+    disable_sphinx_overloads()
+
+    # instead, select the first overload manually
+    databricks.bundles.core.job_mutator = typing.get_overloads(
+        databricks.bundles.core.job_mutator
+    )[0]
+
+    app.setup_extension("sphinx.ext.autodoc")
+
+    app.connect("autodoc-process-signature", process_signature)
+    app.connect("autodoc-process-docstring", process_docstring)
+    app.connect("autodoc-skip-member", skip_member)
+    app.connect("doctree-read", resolve_internal_aliases)
+
+    return {
+        "version": "1",
+        "parallel_read_safe": True,
+    }

experimental/python/docs/images/databricks-logo.svg

@@ -0,0 +1,82 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 24.0.2, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 712.8 113" style="enable-background:new 0 0 712.8 113;" xml:space="preserve">
+<style type="text/css">
+	.st0{fill:#F2F2F2;}
+	.st1{fill:none;stroke:#808080;stroke-width:0.5;stroke-miterlimit:10;}
+	.st2{fill:#EE3D2C;}
+	.st3{fill:none;stroke:#EE3D2C;stroke-miterlimit:10;}
+	.st4{fill:none;stroke:#221F1F;stroke-miterlimit:10;}
+	.st5{fill:#FFFFFF;}
+	.st6{fill:none;stroke:#000000;stroke-miterlimit:10;}
+</style>
+<g id="Alternative_Print_Lock-up">
+</g>
+<g id="Small_Scale_Lock-up">
+	<g>
+		<g>
+			<g>
+				<g>
+					<g>
+						<g>
+							<g>
+								<g>
+								</g>
+							</g>
+						</g>
+					</g>
+				</g>
+			</g>
+		</g>
+	</g>
+</g>
+<g id="Primary_Logo_Lock-up">
+	<g>
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experimental/python/docs/index.rst

@@ -0,0 +1,13 @@
+databricks-bundles (Beta)
+--------------------------------
+
+`databricks-bundles` package implements Python support for Databricks Asset Bundles.
+
+See `What is Python support for Databricks Asset Bundles? (TBD) <#>`_.
+
+
+.. toctree::
+   :maxdepth: 7
+
+   databricks.bundles.core
+   databricks.bundles.jobs

experimental/python/pyproject.toml

@@ -20,6 +20,7 @@ dev-dependencies = [
   "pytest-cov==5.0.0",
   "pytest==8.3.3",
   "ruff==0.6.8",
+  "sphinx==8.0.2",
   "typing_extensions==4.12.2",
 ]
 
@@ -39,6 +40,7 @@ testpaths = [
 exclude = [
     "**/__pycache__",
     ".venv",
+    "docs",
 ]
 
 reportMissingImports = true

experimental/python/uv.lock

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