Configure autosummary in conf.py

doc/source/conf.py

@@ -95,6 +95,7 @@
 extensions = [
     "sphinx.ext.napoleon",
     "sphinx.ext.autodoc",
+    "sphinx.ext.autosummary",
     "sphinx.ext.mathjax",
     "sphinx.ext.viewcode",
     "sphinx.ext.graphviz",
@@ -108,6 +109,42 @@
     "nbsphinx",
 ]
 
+# Generate .rst files
+autosummary_generate = True
+
+# Document ONLY the objects from __all__ (present in __init__ files).
+# It will be done recursively starting from flwr.__init__
+# Starting point is controlled in the index.rst file.
+autosummary_ignore_module_all = False
+
+# Each class and function docs start with the path to it
+# Make the flwr_datasets.federated_dataset.FederatedDataset appear as FederatedDataset
+# The full name is still at the top of the page
+add_module_names = False
+
+def find_test_modules(package_path):
+    """Go through the python files and exclude every *_test.py file."""
+    full_path_modules = []
+    for root, dirs, files in os.walk(package_path):
+        for file in files:
+            if file.endswith('_test.py'):
+                # Construct the module path relative to the package directory
+                full_path = os.path.join(root, file)
+                relative_path = os.path.relpath(full_path, package_path)
+                # Convert file path to dotted module path
+                module_path = os.path.splitext(relative_path)[0].replace(os.sep, '.')
+                full_path_modules.append(module_path)
+    modules = []
+    for full_path_module in full_path_modules:
+        parts = full_path_module.split('.')
+        for i in range(len(parts)):
+            modules.append('.'.join(parts[i:]))
+    return modules
+
+# Stop from documenting the *_test.py files.
+# That's the only way to do that in autosummary (make the modules as mock_imports).
+autodoc_mock_imports = find_test_modules(os.path.abspath("../../src/py/flwr"))
+
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ["_templates"]
 
@@ -173,7 +210,8 @@
     "evaluation": "explanation-federated-evaluation.html",
     "differential-privacy-wrappers": "explanation-differential-privacy.html",
     # Restructuring: references
-    "apiref-flwr": "ref-api-flwr.html",
+    "apiref-flwr": "ref-api/flwr.html",
+    "ref-api-flwr": "ref-api/flwr.html",
     "apiref-cli": "ref-api-cli.html",
     "examples": "ref-example-projects.html",
     "telemetry": "ref-telemetry.html",