Tutorials

Use the tutorials when you want to learn Rasteret by following a notebook workflow end to end.

If you want the canonical task guide instead of a walkthrough, use the How-To Guides.

Recommended sequence:

Quickstart -> Using Rasteret with TorchGeo -> Build from Parquet and Arrow Tables -> Work with Collection Tables -> Custom Datasets with Rasteret

Tutorial	What it walks through
Quickstart	The first collection build and the basic read paths
Using Rasteret with TorchGeo	Use a Rasteret collection inside a TorchGeo workflow
Build from Parquet and Arrow Tables	A notebook walkthrough of build_from_table() with real Parquet data
Work with Collection Tables	Table-first filtering before raster reads
Custom Datasets with Rasteret	Advanced dataset registration, band mapping, URL rewriting, and cloud access

Benchmark notebook:

• TorchGeo Benchmark: Rasteret vs Native Rasterio: benchmark evidence for the Benchmarks page.

Useful pairing:

• Quickstart pairs well with Getting Started
• Build from Parquet and Arrow Tables pairs well with Build from Parquet and Arrow Tables

Some notebooks use live STAC queries and cloud reads. To execute one locally:

uv run python -m nbconvert --execute docs/tutorials/01_quickstart.ipynb