Packages defined

A Quilt data package is a tree of serialized data wrapped in a software module. You can think of a package as a miniature, virtualized filesystem accessible to a variety of languages and platforms.

Each Quilt package has a unique handle of the form USER_NAME/PACKAGE_NAME.

Packages are stored in a server-side registry. The registry controls permissions and stores package meta-data, such as the revision history. Each package has a web landing page for documentation, like this: like this one for uciml/iris.

The data in a package are tracked in a hash tree. The tophash for the tree is the hash of all hashes of all data in the package. The combination of a package handle and tophash is a package instance. Package instances are immutable.

Leaf nodes in the package tree are called fragments or objects. Installed fragments are de-duplicated and kept in a local object store.

Package lifecycle

Quilt's core commands are build, push, and install. To use a data package you import it.

  • build creates a package

  • push stores a package in a server-side registry

    • Packages are registered against a Flask/MySQL endpoint that controls permissions and keeps track of where data lives in blob storage (S3 for the Free tier).
  • install downloads a package

    • After a permissions check the client receives a signed URL to download the package from blob storage.
    • Packages are installed in the current directory in folder named quilt_modules
  • import exposes your package to code

    • Quilt data packages are wrapped in a Python module so that users can import data like code: from import PACKAGE_NAME.
    • Data import is lazy to minimize I/O. Data are only loaded from disk if and when the user references the data directly.
    • Quilt looks for packages in the current directory followed by all ancestors, in ascending order.


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