This repository contains the documentation and jupyter notebooks used for delivering tutorial to BiDS'23.
The content of this repository (folder tutorial) is rendered as an online document using Jupyter Book. You can access it here.
The programmes for each workshop are given below for your information. Each workshop is held separately.
| Time | Activity |
|---|---|
| 09:00 | π Welcome (5 minutes) |
| 09:05 | Introduction and Motivation (15 minutes) |
| 09:20 | Β Overview of the Pangeo ecosystem (20 minutes) |
| Β 09:40 | Β Understanding Xarray to avoid common pitfalls (30 minutes) |
| Β 10:10 | Β Interactive Visualization with Hvplot (15 minutes) |
| 10:30 | Break (30 minutes) |
| Time | Activity |
|---|---|
| 11:00 | π Introduction and motivation (5 minutes) |
| 11:05 | Getting started with OpenEO (10 minutes) |
| 11:15 | Accessing and processing data with OpenEO (30 minutes) |
| 11:45 | Integrate custom code into your workflow using User Defined Functions (30 minutes) |
| 12:15 | Q&A session - feedbacks (15 minutes) |
| 12:30 | π½οΈ Lunch |
Please note that this workshop assumes some prior knowledge of Pangeo and OpenEO. If you are not familiar with any of these technologies, we suggest to check the content of the two other workshops (taught in the morning).
| Time | Activity |
|---|---|
| 14:00 | π Introduction and motivation (5 minutes) |
| 14:05 | Data discoverability and searchability (25 minutes) |
| An overview of STAC and the different available sources | |
| 14:30 | Data and pre-processing general knowledge (60 minutes) |
| Introduction to chunking with netCDF, ZARR and Kerchunk | |
| Parallelization with Dask | |
| 15:30 | βοΈ Break |
| 16:00 | Different data exploitation approaches (60 minutes) |
| How to exploit data with OpenEO: snow coverage example | |
| How to exploit data on Pangeo: pure Xarray version | |
| 17:00 | How to go beyond (45 minutes) |
| Custom algorithms: UDF (OpenEO) and ufunc (Xarray) | |
| Scaling with OpenEO (how it works underneath) | |
| 17:40 | Wrap-up and feedback survey (15 minutes) |
These timelines are purely approximative and given for indication purpose only. We will adjust depending on the audience. There will be additional breaks (5 minutes) regularly and time for questions during the workshops.
Thanks goes to these wonderful people (emoji key):
This project follows the all-contributors specification. Contributions of any kind welcome!