Maintain previous opinionated list, add new section of full module reference

Author: mollyheamazon

docs/api/full_reference.rst

@@ -0,0 +1,32 @@
+Full Module Reference
+=====================
+
+Complete auto-generated API reference for all public modules in SageMaker Python SDK V3.
+
+
+.. autosummary::
+   :toctree: generated/
+   :recursive:
+
+   sagemaker.core
+
+
+.. autosummary::
+   :toctree: generated/
+   :recursive:
+
+   sagemaker.train
+
+
+.. autosummary::
+   :toctree: generated/
+   :recursive:
+
+   sagemaker.serve
+
+
+.. autosummary::
+   :toctree: generated/
+   :recursive:
+
+   sagemaker.mlops

docs/api/sagemaker_core.rst

@@ -3,8 +3,60 @@ SageMaker Core
 
 Core SageMaker resources and utilities for managing AWS SageMaker services.
 
-.. autosummary::
-   :toctree: generated/
-   :recursive:
+.. currentmodule:: sagemaker.core
+
+Core Resources
+--------------
+
+.. automodule:: sagemaker.core.resources
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Session Management
+------------------
+
+.. automodule:: sagemaker.core.session_settings
+   :members:
+   :undoc-members:
+
+Configuration
+-------------
+
+.. automodule:: sagemaker.core.config_schema
+   :members:
+   :undoc-members:
+
+Processing
+----------
+
+.. automodule:: sagemaker.core.processing
+   :members:
+   :undoc-members:
+
+Transformers
+------------
+
+.. automodule:: sagemaker.core.transformer
+   :members:
+   :undoc-members:
+
+Utilities
+---------
+
+.. automodule:: sagemaker.core.common_utils
+   :members:
+   :undoc-members:
+
+.. automodule:: sagemaker.core.image_uris
+   :members:
+   :undoc-members:
+
+Exceptions
+----------
+
+.. automodule:: sagemaker.core.exceptions
+   :members:
+   :undoc-members:
+
 
-   sagemaker.core

docs/api/sagemaker_mlops.rst

@@ -3,8 +3,39 @@ SageMaker MLOps
 
 MLOps capabilities including pipelines, workflows, and model management.
 
-.. autosummary::
-   :toctree: generated/
-   :recursive:
+.. currentmodule:: sagemaker.mlops
+
+Pipeline Management
+-------------------
+
+.. automodule:: sagemaker.mlops
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Workflow Management
+-------------------
+
+.. automodule:: sagemaker.mlops.workflow
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Local Development
+-----------------
+
+.. automodule:: sagemaker.mlops.local
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+
+Feature Store
+-------------
+
+.. automodule:: sagemaker.mlops.feature_store
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 
-   sagemaker.mlops

docs/api/sagemaker_serve.rst

@@ -3,8 +3,14 @@ SageMaker Serve
 
 Model serving and inference capabilities for deploying and managing ML models.
 
-.. autosummary::
-   :toctree: generated/
-   :recursive:
+.. currentmodule:: sagemaker.serve
+
+Model Deployment
+----------------
+
+.. automodule:: sagemaker.serve
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 
-   sagemaker.serve

docs/api/sagemaker_train.rst

@@ -1,10 +1,32 @@
 SageMaker Train
 ===============
 
-Training capabilities including model training, fine-tuning, hyperparameter tuning, and distributed training.
+Training capabilities including model training, hyperparameter tuning, and distributed training.
+
+.. currentmodule:: sagemaker.train
+
+Model Training
+--------------
+
+.. automodule:: sagemaker.train
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Distributed Training
+--------------------
+
+.. automodule:: sagemaker.train.distributed
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Model Evaluation
+----------------
+
+.. automodule:: sagemaker.train.evaluate
+   :members:
+   :undoc-members:
+   :show-inheritance:
 
-.. autosummary::
-   :toctree: generated/
-   :recursive:
 
-   sagemaker.train

docs/conf.py

@@ -37,9 +37,10 @@
 
 # Suppress specific warnings
 suppress_warnings = [
-    'myst.header',  # Suppress header level warnings from notebooks
-    'toc.not_readable',  # Suppress toctree warnings for symlinked files
-    'ref.python',  # Suppress "more than one target found" for duplicate class names across modules
+    'myst.header',       # header level warnings from notebooks
+    'toc.not_readable',  # toctree warnings for symlinked files
+    'ref.python',        # "more than one target found" for duplicate class names
+    'autosummary',       # autosummary import failures for internal modules
 ]
 
 html_theme = 'sphinx_book_theme'
@@ -92,13 +93,18 @@
     '*/model_server*',
     '*/detector*',
     '*/validations*',
+    '*/image_retriever*',
 ]
 
 # Modules that fail to import due to runtime dependencies or side effects
 autodoc_mock_imports = [
     'triton_python_backend_utils',
+    'sagemaker.serve.model_server.in_process_model_server.app',
+    'sagemaker.serve.model_server.multi_model_server.inference',
+    'sagemaker.serve.model_server.tensorflow_serving.inference',
+    'sagemaker.serve.model_server.torchserve.inference',
+    'sagemaker.serve.model_server.torchserve.xgboost_inference',
+    'sagemaker.serve.model_server.triton.model',
 ]
 
-# Don't mock imports - let them fail gracefully and show what's available
-autodoc_mock_imports = []
 suppress_warnings = ['autodoc.import_error']

docs/index.rst

@@ -36,3 +36,10 @@ SageMaker Python SDK V3
    :hidden:
 
    api/index
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Full Module Reference
+   :hidden:
+
+   api/full_reference