Set up the spaceflights project¶
This section shows how to create a new project with kedro new using the Kedro spaceflights starter) and install project dependencies (with pip install -r requirements.txt).
Create a new project¶
Navigate to the folder you want to store the project. Type the following to generate the project from the Kedro spaceflights starter. The project will be populated with a complete set of working example code:
uvx kedro new --starter spaceflights-pandas --name spaceflights
After Kedro has created the project, navigate to the project root directory:
cd spaceflights
Next, to create a virtual environment and install the dependencies, run
uv sync
Finally, verify that your installation is correct:
uv run kedro info
See the documentation for more information and alternative methods to set up Kedro.
Tip
We recommend that you use the same version of Kedro that was most recently used to test this tutorial (0.19.0). To check the version installed, type kedro -V in your terminal window.
Optional: logging and configuration¶
You might want to set up logging at this stage of the workflow, but we do not use it in this tutorial.
You may also want to store credentials such as usernames and passwords if they are needed for specific data sources used by the project.
To do this, add them to conf/local/credentials.yml (some examples are included in that file for illustration).
Configuration best practice to avoid leaking confidential data¶
- Do not commit data to version control.
- Do not commit notebook output cells (data can easily sneak into notebooks when you don't delete output cells).
- Do not commit credentials in
conf/. Use only theconf/local/folder for sensitive information like access credentials.
You can find additional information in the documentation on configuration.