Skip to content

Skypilot Azure

Initialization of the Skypilot Azure integration for ZenML.

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

SkypilotAzureIntegration

Bases: Integration

Definition of Skypilot (Azure) Integration for ZenML.

Source code in src/zenml/integrations/skypilot_azure/__init__.py 
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
class SkypilotAzureIntegration(Integration):
    """Definition of Skypilot (Azure) Integration for ZenML."""

    NAME = SKYPILOT_AZURE
    REQUIREMENTS = ["skypilot[azure]>=0.6.1"]
    APT_PACKAGES = ["openssh-client", "rsync"]

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

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

        return [SkypilotAzureOrchestratorFlavor]

flavors() classmethod

Declare the stack component flavors for the Skypilot Azure integration.

Returns:

Type Description
List[Type[Flavor]]

List of stack component flavors for this integration.
Source code in src/zenml/integrations/skypilot_azure/__init__.py 
37
38
39
40
41
42
43
44
45
46
47
48
@classmethod
def flavors(cls) -> List[Type[Flavor]]:
    """Declare the stack component flavors for the Skypilot Azure integration.

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

    return [SkypilotAzureOrchestratorFlavor]