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Skaha

A lightweight python interface to the CANFAR Science Platform.

Example

from skaha.session import Session

session = Session()
session_id = session.create(
    name="test",
    image="images.canfar.net/skaha/base-notebook:latest",
    cores=2,
    ram=8,
    gpu=1,
    kind="headless",
    cmd="env",
    env={"KEY": "VALUE"},
    replicas=3,
)

What's New

New in v1.6+

🚀 Asynchronous Sessions

Skaha now supports asynchronous sessions using the AsyncSession class while maintaining 1-to-1 compatibility with the Session class.

from skaha.session import AsyncSession

asession = AsyncSession()
response = await asession.create(
    name="test",
    image="images.canfar.net/skaha/base-notebook:latest",
    cores=2,
    ram=8,
    gpu=1,
    kind="headless",
    cmd="env",
    env={"KEY": "VALUE"},
    replicas=3,
)

🗄️ Backend Upgrades

  • 📡 Skaha now uses the httpx library for making HTTP requests instead of requests. This adds asynchronous support and also to circumvent the requests dependence on urllib3 which was causing SSL issues on MacOS. See this issue for more details.
  • 🔑 Skaha now supports tokens for authentication. As a result, the constraints for providing a valid certificate filepath have been relaxed and are only enforced when the certificate is used for authentication.
  • 🏎️💨 Added loglevel and concurrency support to manage the new explosion in functionality!s

🧾 Logs to stdout

The [Session|AsyncSession].logs method now prints colored output to stdout instead of returning them as a string with verbose=True flag.

from skaha.session import AsyncSession

asession = AsyncSession()
await asession.logs(ids=["some-uuid"], verbose=True)

🪰 Firefly Support

Skaha now supports launching firefly session on the CANFAR Science Platform. 

session.create(
    name="firefly",
    image="images.canfar.net/skaha/firefly:latest",
)

New in v1.4+

🔐 Private Images

Starting October 2024, to create a session with a private container image from the CANFAR Harbor Registry, you will need to provide your harbor username and the CLI Secret through a ContainerRegistry object. 

from skaha.models import ContainerRegistry
from skaha.session import Session

registry = ContainerRegistry(username="username", secret="sUp3rS3cr3t")
session = Session(registry=registry)

Alernatively, if you have environment variables, SKAHA_REGISTRY_USERNAME and SKAHA_REGISTRY_SECRET, you can create a ContainerRegistry object without providing the username and secret.

from skaha.models import ContainerRegistry

registry = ContainerRegistry()

💣 Destroy Sessions

from skaha.session import Session

session = Session()
session.destroy_with(prefix="test", kind="headless", status="Running")
session.destroy_with(prefix="test", kind="headless", status="Pending")

Get Started Go to GitHub Changelog