As explained in "Uploading a Package", packages are managed using registries. There is a one local registry on your machine, and potentially many remote registries elsewhere "in the world". Use
list_packages to see the packages available on a registry:
$ python>>> import quilt3>>> quilt3.list_packages() # list local packagesPACKAGE TOPHASH CREATED SIZEnamespace/packagename:latest cac145b9c3dc just now 2.4 GBothernamespace/packagename:latest 95a134c80z48 14 days ago 2.4 GB>>> quilt3.list_packages("s3://my-bucket") # list remote packagesPACKAGE TOPHASH CREATED SIZEuser1/seattle-weather:latest cac145b9c3dc 1 hour ago 2.4 GBuser2/new-york-ballgames:latest 95a134c80z48 6 days ago 2.4 GB
To make a remote package and all of its data available locally,
import quilt3p = quilt3.Package.install("username/packagename","s3://your-bucket",)
Note that unless this registry is public, you will need to be logged into a user who has read access to this registry in order to install from it:
import quilt3quilt3.config('https://your-catalog-homepage/') # only need to run this oncequilt3.login() # follow the instructions to finish login
Installing a package downloads all of the data and populates an entry for the package in your local registry.
You can omit
registry if you configure a default remote registry (this will persists between sessions):
quilt3.config(default_remote_registry='s3://your-bucket')# this now 'just works'quilt3.Package.install("username/packagename")
Data files that you download are written to a folder in your local registry by default. You can specify an alternative destination using
Finally, you can install a specific version of a package by specifying the corresponding top hash:
An alternative to
browse downloads a package manifest without also downloading the data in the package.
import quilt3# load a package manifest from a remote registryp = quilt3.Package.browse("username/packagename", "s3://your-bucket")# load a package manifest from the default remote registryp = quilt3.Package.browse("username/packagename")# load a package manifest from the local registryp = quilt3.Package.browse("username/packagename", "local")
browse is advantageous when you don't want to download everything in a package at once. For example if you just want to look at a package's metadata.
You can import a local package from within Python:
from quilt3.data.username import packagename
This allows you to manage your data and code dependencies all in one place in your Python scripts or Jupyter notebooks.