"""
Efficient video data loading
============================

.. warning::
   This tutorial is a **stub**. The example in this folder is complete and runnable -- see the
   README and run the command below -- but the narrated walkthrough has not been written yet.
   Tracking issue: the tutorial is marked ``draft: true`` in ``metadata.yml``.

Load, sample and augment video datasets with VideoFrameDataset. Sparse temporal sampling keeps memory flat regardless of clip length, and the loader plugs straight into torch DataLoader.

To run the full example now::

    python main.py
"""

# %%
# Setup
# -----
# Placeholder so the gallery builds. Replace this file using
# ``source/_shared/templates/plot.py.template``.

print("See main.py in this folder for the runnable example.")