Update prerequisites

.gitpod.yml

@@ -0,0 +1,10 @@
+tsks:
+  - init: pip install -r spaceflights-completed/src/requirements.txt
+    command: |
+      cd spaceflights-jupyter 
+      jupyter lab --ip='*' --NotebookApp.token='' --NotebookApp.password=''
+    name: jupyter
+
+ports:
+  - port: 8888
+    onOpen: ignore

README.md

@@ -1,5 +1,7 @@
 # Kedro Training
 
+[![Gitpod ready-to-code](https://img.shields.io/badge/Gitpod-ready--to--code-blue?logo=gitpod)](https://gitpod.io/#https://github.com/AntonyMilneQB/kedro-training)
+
 This repository contains training materials that will teach you how to use [Kedro](https://github.com/quantumblacklabs/kedro/). This content is based on the standard [spaceflights tutorial described in the Kedro documentation](https://kedro.readthedocs.io/en/stable/03_tutorial/01_spaceflights_tutorial.html). 
 
 The training documentation was most recently updated against Kedro 0.17.0 in February 2021.

spaceflights-completed/.coveragerc

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+[report]
+fail_under=0
+show_missing=True
+exclude_lines =
+    pragma: no cover
+    raise NotImplementedError

spaceflights-completed/.gitignore

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+##########################
+# KEDRO PROJECT
+
+# ignore all local configuration
+conf/local/**
+!conf/local/.gitkeep
+
+# ignore potentially sensitive credentials files
+conf/**/*credentials*
+
+# ignore everything in the following folders
+data/**
+logs/**
+
+# except their sub-folders
+!data/**/
+!logs/**/
+
+# also keep all .gitkeep files
+!.gitkeep
+
+# keep also the example dataset
+!data/01_raw/*
+
+
+##########################
+# Common files
+
+# IntelliJ
+.idea/
+*.iml
+out/
+.idea_modules/
+
+### macOS
+*.DS_Store
+.AppleDouble
+.LSOverride
+.Trashes
+
+# Vim
+*~
+.*.swo
+.*.swp
+
+# emacs
+*~
+\#*\#
+/.emacs.desktop
+/.emacs.desktop.lock
+*.elc
+
+# JIRA plugin
+atlassian-ide-plugin.xml
+
+# C extensions
+*.so
+
+### Python template
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+.static_storage/
+.media/
+local_settings.py
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+.ipython/profile_default/history.sqlite
+.ipython/profile_default/startup/README
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/

spaceflights-completed/.ipython/profile_default/startup/00-kedro-init.py

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+import logging.config
+import sys
+from pathlib import Path
+from typing import Any, Dict
+
+from IPython.core.magic import needs_local_scope, register_line_magic
+
+# Find the project root (./../../../)
+from kedro.framework.startup import _get_project_metadata
+
+startup_error = None
+project_path = Path(__file__).parents[3].resolve()
+
+
+@register_line_magic
+def reload_kedro(path, line=None, env: str = None, extra_params: Dict[str, Any] = None):
+    """Line magic which reloads all Kedro default variables."""
+    global startup_error
+    global context
+    global catalog
+    global session
+
+    try:
+        import kedro.config.default_logger
+        from kedro.framework.hooks import get_hook_manager
+        from kedro.framework.project import configure_project
+        from kedro.framework.session import KedroSession
+        from kedro.framework.session.session import _activate_session
+        from kedro.framework.cli.jupyter import collect_line_magic
+    except ImportError:
+        logging.error(
+            "Kedro appears not to be installed in your current environment "
+            "or your current IPython session was not started in a valid Kedro project."
+        )
+        raise
+
+    try:
+        path = path or project_path
+
+        # clear hook manager
+        hook_manager = get_hook_manager()
+        name_plugin_pairs = hook_manager.list_name_plugin()
+        for name, plugin in name_plugin_pairs:
+            hook_manager.unregister(name=name, plugin=plugin)
+
+        # remove cached user modules
+        metadata = _get_project_metadata(path)
+        to_remove = [
+            mod for mod in sys.modules if mod.startswith(metadata.package_name)
+        ]
+        # `del` is used instead of `reload()` because: If the new version of a module does not
+        # define a name that was defined by the old version, the old definition remains.
+        for module in to_remove:
+            del sys.modules[module]
+
+        configure_project(metadata.package_name)
+        session = KedroSession.create(
+            metadata.package_name, path, env=env, extra_params=extra_params
+        )
+        _activate_session(session, force=True)
+        logging.debug("Loading the context from %s", str(path))
+        context = session.load_context()
+        catalog = context.catalog
+
+        logging.info("** Kedro project %s", str(metadata.project_name))
+        logging.info("Defined global variable `context`, `session` and `catalog`")
+
+        for line_magic in collect_line_magic():
+            register_line_magic(needs_local_scope(line_magic))
+            logging.info("Registered line magic `%s`", line_magic.__name__)
+    except Exception as err:
+        startup_error = err
+        logging.exception(
+            "Kedro's ipython session startup script failed:\n%s", str(err)
+        )
+        raise err
+
+
+reload_kedro(project_path)

spaceflights-completed/.isort.cfg

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+[settings]
+multi_line_output=3
+include_trailing_comma=True
+force_grid_wrap=0
+use_parentheses=True
+line_length=88
+known_third_party=kedro

spaceflights-completed/README.md

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+# spaceflights
+
+## Overview
+
+This is your new Kedro project, which was generated using `Kedro 0.17.2`, with the completed version of the [spaceflights tutorial](https://kedro.readthedocs.io/en/stable/03_tutorial/01_spaceflights_tutorial.html) and the data necessary to run the project.
+
+Take a look at the [Kedro documentation](https://kedro.readthedocs.io) to get started.
+
+## Rules and guidelines
+
+In order to get the best out of the template:
+
+* Don't remove any lines from the `.gitignore` file we provide
+* Make sure your results can be reproduced by following a [data engineering convention](https://kedro.readthedocs.io/en/stable/11_faq/01_faq.html#what-is-data-engineering-convention)
+* Don't commit data to your repository
+* Don't commit any credentials or your local configuration to your repository. Keep all your credentials and local configuration in `conf/local/`
+
+## How to install dependencies
+
+Declare any dependencies in `src/requirements.txt` for `pip` installation and `src/environment.yml` for `conda` installation.
+
+To install them, run:
+
+```
+kedro install
+```
+
+## How to run Kedro
+
+You can run your Kedro project with:
+
+```
+kedro run
+```
+
+## How to test your Kedro project
+
+Have a look at the file `src/tests/test_run.py` for instructions on how to write your tests. You can run your tests as follows:
+
+```
+kedro test
+```
+
+To configure the coverage threshold, look at the `.coveragerc` file.
+
+
+## Project dependencies
+
+To generate or update the dependency requirements for your project:
+
+```
+kedro build-reqs
+```
+
+This will copy the contents of `src/requirements.txt` into a new file `src/requirements.in` which will be used as the source for [`pip-compile`](https://github.com/jazzband/pip-tools#example-usage-for-pip-compile). You can see the output of the resolution by opening `src/requirements.txt`.
+
+After this, if you'd like to update your project requirements, please update `src/requirements.in` and re-run `kedro build-reqs`.
+
+[Further information about project dependencies](https://kedro.readthedocs.io/en/stable/04_kedro_project_setup/01_dependencies.html#project-specific-dependencies)
+
+## How to work with Kedro and notebooks
+
+> Note: Using `kedro jupyter` or `kedro ipython` to run your notebook provides these variables in scope: `context`, `catalog`, and `startup_error`.
+
+### Jupyter
+To use Jupyter notebooks in your Kedro project, you need to install Jupyter:
+
+```
+pip install jupyter
+```
+
+After installing Jupyter, you can start a local notebook server:
+
+```
+kedro jupyter notebook
+```
+
+### JupyterLab
+To use JupyterLab, you need to install it:
+
+```
+pip install jupyterlab
+```
+
+You can also start JupyterLab:
+
+```
+kedro jupyter lab
+```
+
+### IPython
+And if you want to run an IPython session:
+
+```
+kedro ipython
+```
+
+### How to convert notebook cells to nodes in a Kedro project
+You can move notebook code over into a Kedro project structure using a mixture of [cell tagging](https://jupyter-notebook.readthedocs.io/en/stable/changelog.html#cell-tags) and Kedro CLI commands.
+
+By adding the `node` tag to a cell and running the command below, the cell's source code will be copied over to a Python file within `src/<package_name>/nodes/`:
+
+```
+kedro jupyter convert <filepath_to_my_notebook>
+```
+> *Note:* The name of the Python file matches the name of the original notebook.
+
+Alternatively, you may want to transform all your notebooks in one go. Run the following command to convert all notebook files found in the project root directory and under any of its sub-folders:
+
+```
+kedro jupyter convert --all
+```
+
+### How to ignore notebook output cells in `git`
+To automatically strip out all output cell contents before committing to `git`, you can run `kedro activate-nbstripout`. This will add a hook in `.git/config` which will run `nbstripout` before anything is committed to `git`.
+
+> *Note:* Your output cells will be retained locally.
+
+## Package your Kedro project
+
+[Further information about building project documentation and packaging your project](https://kedro.readthedocs.io/en/stable/03_tutorial/05_package_a_project.html)