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ElasticConfig

Interface for unified elastic config handling across plugin version v0 and v1. This interface should always be aligned with the ElasticConfig defined in flyteidl.

Methods​

GetMinReplicas()​

@classmethod
def GetMinReplicas() - > int32

Fetches the minimum number of replicas for the elastic configuration. Callers use this to determine the lower bound for scaling.

Returns​

TypeDescription
int32The minimum number of replicas as an integer.

GetMaxReplicas()​

@classmethod
def GetMaxReplicas() - > int32

Fetches the maximum number of replicas for the elastic configuration. Callers use this to determine the upper bound for scaling.

Returns​

TypeDescription
int32The maximum number of replicas as an integer.

GetNprocPerNode()​

@classmethod
def GetNprocPerNode() - > int32

Fetches the number of processes per node for the elastic configuration. Callers use this to configure the parallelism on each node.

Returns​

TypeDescription
int32The number of processes per node as an integer.

GetMaxRestarts()​

@classmethod
def GetMaxRestarts() - > int32

Fetches the maximum number of restarts allowed for the elastic configuration. Callers use this to set fault tolerance limits.

Returns​

TypeDescription
int32The maximum number of restarts as an integer.

GetRdzvBackend()​

@classmethod
def GetRdzvBackend() - > string

Fetches the rendezvous backend string for the elastic configuration. Callers use this to identify the backend used for coordination.

Returns​

TypeDescription
stringThe rendezvous backend as a string.