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Skypilot Kubernetes

Initialization of the Skypilot Kubernetes integration for ZenML.

The Skypilot integration sub-module powers an alternative to the local orchestrator for a remote orchestration of ZenML pipelines on VMs.

SkypilotKubernetesIntegration

Bases: Integration

Definition of Skypilot Kubernetes Integration for ZenML.

Source code in src/zenml/integrations/skypilot_kubernetes/__init__.py 
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class SkypilotKubernetesIntegration(Integration):
    """Definition of Skypilot Kubernetes Integration for ZenML."""

    NAME = SKYPILOT_KUBERNETES
    # all 0.6.x versions of skypilot[kubernetes] are compatible
    REQUIREMENTS = ["skypilot[kubernetes]~=0.6.1"]
    APT_PACKAGES = ["openssh-client", "rsync"]

    @classmethod
    def flavors(cls) -> List[Type[Flavor]]:
        """Declare the stack component flavors for the Skypilot Kubernetes integration.

        Returns:
            List of stack component flavors for this integration.
        """
        from zenml.integrations.skypilot_kubernetes.flavors import (
            SkypilotKubernetesOrchestratorFlavor,
        )

        return [SkypilotKubernetesOrchestratorFlavor]

flavors() classmethod

Declare the stack component flavors for the Skypilot Kubernetes integration.

Returns:

Type Description
List[Type[Flavor]]

List of stack component flavors for this integration.
Source code in src/zenml/integrations/skypilot_kubernetes/__init__.py 
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@classmethod
def flavors(cls) -> List[Type[Flavor]]:
    """Declare the stack component flavors for the Skypilot Kubernetes integration.

    Returns:
        List of stack component flavors for this integration.
    """
    from zenml.integrations.skypilot_kubernetes.flavors import (
        SkypilotKubernetesOrchestratorFlavor,
    )

    return [SkypilotKubernetesOrchestratorFlavor]