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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "id": "0", |
| 6 | + "metadata": {}, |
| 7 | + "source": [ |
| 8 | + "# SciPy 2025\n", |
| 9 | + "\n", |
| 10 | + "## Welcome to the Xarray SciPy 2025 Tutorial! \n", |
| 11 | + "\n", |
| 12 | + "<img src=\"https://images.squarespace-cdn.com/content/v1/6743676bb9f2e109f0ddba96/055e9b3f-965f-42c7-b496-2ba3870e216e/Logo_color-black.png?format=1500w\" align=\"right\" width=\"20%\">\n", |
| 13 | + "\n", |
| 14 | + "**Xarray**: *Friendly, Interactive, and Scalable Scientific Data Analysis*\n", |
| 15 | + "\n", |
| 16 | + "July 8, 13:30–17:30 (US/Pacific), Tacoma Convention Center Room 315\n", |
| 17 | + "\n", |
| 18 | + "This *4-hour* workshop will explore content from [the Xarray tutorial](https://tutorial.xarray.dev), which contains a comprehensive collection of hands-on tutorial Jupyter Notebooks. We will review a curated set of examples that will prepare you for increasingly complex real-world data analysis tasks!\n", |
| 19 | + "\n", |
| 20 | + ":::{admonition} Learning Goals\n", |
| 21 | + "- Understand xarray’s core data structures\n", |
| 22 | + "- Understand how to map typical xarray computations and workflows over hierarchical data\n", |
| 23 | + "- Understand how common storage formats correspond to the DataTree model\n", |
| 24 | + "- Open a public Zarr store in the cloud and manipulate the contents\n", |
| 25 | + ":::" |
| 26 | + ] |
| 27 | + }, |
| 28 | + { |
| 29 | + "cell_type": "markdown", |
| 30 | + "id": "8b2a99f3", |
| 31 | + "metadata": {}, |
| 32 | + "source": [ |
| 33 | + "## Schedule \n", |
| 34 | + "\n", |
| 35 | + "*Times in US/Pacific Timezone (Tacoma, WA)\n", |
| 36 | + "\n", |
| 37 | + "Use the links to navigate to the right notebooks.\n", |
| 38 | + "\n", |
| 39 | + "| Topic | Time | Notebook Links | \n", |
| 40 | + "| :- | - | - | \n", |
| 41 | + "| Introduction and Setup | 1:30 (10 min) | | \n", |
| 42 | + "| The Xarray Data Model | 1:40 (50 min) | [Data structures](../../fundamentals/01_data_structures.md) | \n", |
| 43 | + "| *10 minute Break* \n", |
| 44 | + "| Computational Patterns | 2:30 (50 min) | [Computational Patterns](../../intermediate/01-high-level-computation-patterns.ipynb) <br> | \n", |
| 45 | + "| *10 minute Break* | \n", |
| 46 | + "| Storage formats | 3:30 (50 min) | [Storage formats](../../intermediate/storage_formats.ipynb) | \n", |
| 47 | + "| *10 minute Break* | \n", |
| 48 | + "| Zarr & the cloud | 4:30 (50 min) | [Intro to Zarr](../../intermediate/intro-to-zarr.ipynb) |\n", |
| 49 | + "| | End 5:30 | |" |
| 50 | + ] |
| 51 | + }, |
| 52 | + { |
| 53 | + "cell_type": "markdown", |
| 54 | + "id": "566c2093", |
| 55 | + "metadata": {}, |
| 56 | + "source": [ |
| 57 | + "### Tutorial Setup\n", |
| 58 | + "\n", |
| 59 | + "We recommend using a preconfigured GitHub Codespace for this tutorial. This section describes how to access and manage a GitHub Codespace.\n", |
| 60 | + "\n", |
| 61 | + ":::{note}\n", |
| 62 | + "If you prefer to work on your own computer, refer to instructions in the [Getting Started Section](../../overview/get-started.md)\n", |
| 63 | + ":::\n", |
| 64 | + "\n", |
| 65 | + "This tutorial is available to run within [Github Codespaces](https://github.com/features/codespaces) - \"a development environment that's hosted in the cloud\".\n", |
| 66 | + "\n", |
| 67 | + "[](https://github.com/codespaces/new/xarray-contrib/xarray-tutorial/tree/main?devcontainer_path=.devcontainer%2Fscipy2024%2Fdevcontainer.json)\n", |
| 68 | + "\n", |
| 69 | + "☝️ Click the button above to go to options window to launch a Github Codespace.\n", |
| 70 | + "\n", |
| 71 | + "GitHub currently gives every user [120 vCPU-hours per month for free](https://docs.github.com/en/billing/managing-billing-for-github-codespaces/about-billing-for-github-codespaces#monthly-included-storage-and-core-hours-for-personal-accounts), beyond that you must pay. **So be sure to explicitly stop your Codespace when you are done by going to this page (https://github.com/codespaces).**\n", |
| 72 | + "\n", |
| 73 | + "Once your Codespace is launched, the following happens:\n", |
| 74 | + "\n", |
| 75 | + "- [Visual Studio Code](https://code.visualstudio.com/) Interface will open up within your browser.\n", |
| 76 | + "- A built in terminal will open and it will execute `jupyter lab` automatically.\n", |
| 77 | + "- Once you see a url to click within the terminal, simply `cmd + click` the given url.\n", |
| 78 | + "- This will open up another tab in your browser, leading to a [Jupyter Lab](https://jupyterlab.readthedocs.io/en/latest/) Interface.\n", |
| 79 | + "\n", |
| 80 | + ":::{warning}\n", |
| 81 | + "Consider Codespaces as ephemeral environments. You may lose your connection and any edits you make.\n", |
| 82 | + ":::" |
| 83 | + ] |
| 84 | + } |
| 85 | + ], |
| 86 | + "metadata": { |
| 87 | + "language_info": { |
| 88 | + "codemirror_mode": { |
| 89 | + "name": "ipython", |
| 90 | + "version": 3 |
| 91 | + }, |
| 92 | + "file_extension": ".py", |
| 93 | + "mimetype": "text/x-python", |
| 94 | + "name": "python", |
| 95 | + "nbconvert_exporter": "python", |
| 96 | + "pygments_lexer": "ipython3" |
| 97 | + } |
| 98 | + }, |
| 99 | + "nbformat": 4, |
| 100 | + "nbformat_minor": 5 |
| 101 | +} |
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