pod_spec_from_resources

Constructs a Kubernetes V1PodSpec object containing a single container with specified resource requests and limits. It maps internal resource definitions for CPU, memory, GPU, and ephemeral storage to their corresponding Kubernetes resource keys.

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 containing a single container with specified resource requests and limits. This function simplifies the mapping of internal resource definitions to Kubernetes-compatible resource keys, including specialized GPU resource keys.

Parameters

Name	Type	Description
primary_container_name	`str` = _PRIMARY_CONTAINER_DEFAULT_NAME	The name to assign to the primary container within the Pod specification.
requests	`Optional[Resources]` = null	The resource quantities requested for the container, such as CPU, memory, and GPU.
limits	`Optional[Resources]` = null	The maximum resource limits allowed for the container; if omitted, it defaults to the values provided in requests.
k8s_gpu_resource_key	`str` = "nvidia.com/gpu"	The specific Kubernetes resource key used to identify GPU resources, allowing for different hardware providers.

Returns

Type	Description
`V1PodSpec`	A Kubernetes Pod specification containing one container configured with the mapped resource requirements.

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