ToReplicaSpecWithOverrides

Converts a kfDistributedReplicaSpec into a kubeflowv1.ReplicaSpec, applying overrides for resources, image, command, and restart policy. It also handles master replica specific configurations and resource sanitization.

def ToReplicaSpecWithOverrides(
    ctx: context.Context,
    taskCtx: pluginsCore.TaskExecutionContext,
    rs: kfDistributedReplicaSpec,
    primaryContainerName: string,
    isMaster: bool
) - > *kubeflowv1.ReplicaSpec, error

Converts a distributed replica specification into a Kubeflow ReplicaSpec, applying overrides for resources, image, and command. This function handles both common replica specifications and individual replica specifications, ensuring that resource requirements are sanitized and master replicas are correctly configured.

Parameters

Name	Type	Description
ctx	context.Context	The context for the operation, used for cancellation and deadlines.
taskCtx	pluginsCore.TaskExecutionContext	The task execution context, providing access to task metadata and resources for applying overrides.
rs	kfDistributedReplicaSpec	The distributed replica specification containing details like replicas, image, resources, and restart policy.
primaryContainerName	string	The name of the primary container within the replica spec to which overrides will be applied.
isMaster	bool	A boolean indicating whether this replica is the master. If true, the replica count will be forced to 1.

Returns

Type	Description
*kubeflowv1.ReplicaSpec, error	A Kubeflow ReplicaSpec with applied overrides or an error if conversion fails.