gitignore file by default), the system database is (which you'll remember is included in your project's. The shape of a SQLite database stored inside the project at. Meltano stores various types of metadata in a project-specific Since meltano install is a step in its build process. Your project-specific Docker image will already contain all of your project's plugins Thus, it is strongly recommended that you automatically run meltano install on your To install (or update) all plugins specified in your meltano.yml project file. gitignore fileīy default, you'll need to explicitly run meltano installīefore any other meltano commands whenever you clone or pull an existing Meltano project from version control, However, since this directory is included in your project's. Whenever you add a new plugin to a Meltano project, it will be Since it's built from the meltano/meltano base image. Your project-specific Docker image will already contain a Meltano installation Production environment whenever your Meltano project is updated to ensure you're always If you add meltano (or meltano=) to your project's requirements.txtįile, you can choose to automatically run pip install -r requirements.txt on your Use pip to install the meltano package from PyPI. Just like on your local machine, the most straightforward way to install Meltano Your project-specific Docker image will already contain all of your project files. Some kind of mechanism to pull the latest changes from the repository.Ī simpler (temporary?) approach would be to manually connect to the productionĮnvironment and pull the repository, right now while you're setting this up,Īnd/or later whenever changes are made. Production environment and either directly push the project files, or trigger New changes are pushed to your repository's default branch, that will connect with the In general, we recommend setting up a CI/CD pipeline to run automatically whenever Once your Meltano project is in version control, getting it to your production All other filesĪre recommended to be checked into the repository and shared between all usersĪnd environments that may use the project. gitignore file to ensure thatĮnvironment-specific and potentially sensitive configuration stored inside the With getting it off of your local machine, and onto a (self-)hosted Git repositoryīy default, your Meltano project comes with a. Text-based files, you can treat it like any other software development projectĪnd benefit from DataOps best practices such as version control, code review,Īnd continuous integration and deployment (CI/CD).Īs such, getting your Meltano project onto the production environment starts Since a Meltano project is just a directory on your filesystem containing Your Meltano project Off of your local machine. In the mean time, consider running your Meltano pipelines using a managed Airflow service like Astronomer, Google Cloud Composer, or Amazon MWAA. Sign up to receive more information and reduce your self-management burden. Meltano Cloud is currently in Public Beta and will enter General Availability in Q3 2023. Would you rather not be responsible for deploying your Meltano project and managing it in production? You can skip steps 1 through 3 and refer primarily to the "Containerized Meltano project" subsections on this page. If you're containerizing your Meltano project, how to manage your environment-specific and sensitive configuration, and finally.where to store your pipeline state and other metadata,.how to install your Meltano project's plugins,.how to get your Meltano project onto the production environment,.It'll be time to repeat this trick in production! Run some pipelines on your local machine,
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