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Skypilot Aws

Initialization of the Skypilot AWS integration for ZenML.

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

SkypilotAWSIntegration

Bases: Integration

Definition of Skypilot AWS Integration for ZenML.

Source code in src/zenml/integrations/skypilot_aws/__init__.py 
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class SkypilotAWSIntegration(Integration):
    """Definition of Skypilot AWS Integration for ZenML."""

    NAME = SKYPILOT_AWS
    # all 0.6.x versions of skypilot[aws] are compatible
    REQUIREMENTS = ["skypilot[aws]~=0.6.0"]
    APT_PACKAGES = ["openssh-client", "rsync"]

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

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

        return [SkypilotAWSOrchestratorFlavor]

flavors() classmethod

Declare the stack component flavors for the Skypilot AWS integration.

Returns:

Type Description
List[Type[Flavor]]

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

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

    return [SkypilotAWSOrchestratorFlavor]