pod_spec_from_resources

Constructs a Kubernetes V1PodSpec object from specified resource requests and limits. It maps generic resource definitions (CPU, memory, GPU, ephemeral storage) to Kubernetes-specific resource requirements for a primary container.

def pod_spec_from_resources(
    primary_container_name: str = _PRIMARY_CONTAINER_DEFAULT_NAME,
    requests: Optional[Resources] = None,
    limits: Optional[Resources] = None,
    k8s_gpu_resource_key: str = "nvidia.com/gpu"
) - > V1PodSpec

Constructs a Kubernetes V1PodSpec object from the provided resource requests and limits. This function is used to define the resource requirements for a primary container within a pod.

Parameters

Name	Type	Description
primary_container_name	`str` = _PRIMARY_CONTAINER_DEFAULT_NAME	The name to assign to the primary container within the V1PodSpec. This name identifies the main application container.
requests	`Optional[Resources]` = None	The resource requests for the primary container. These values specify the minimum resources guaranteed to the container.
limits	`Optional[Resources]` = None	The resource limits for the primary container. These values specify the maximum resources the container can consume.
k8s_gpu_resource_key	`str` = "nvidia.com/gpu"	The Kubernetes resource key used to identify GPU resources. This allows for custom GPU resource naming in Kubernetes clusters.

Returns

Type	Description
`V1PodSpec`	A Kubernetes V1PodSpec object configured with the specified resource requests and limits for a single primary container.

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