pyspark.resource.TaskResourceRequests

class pyspark.resource.TaskResourceRequests(_jvm: Optional[py4j.java_gateway.JVMView] = None, _requests: Optional[Dict[str, pyspark.resource.requests.TaskResourceRequest]] = None)

A set of task resource requests. This is used in conjunction with the pyspark.resource.ResourceProfileBuilder to programmatically specify the resources needed for an RDD that will be applied at the stage level.

New in version 3.1.0.

See also

pyspark.resource.ResourceProfile

Notes

This API is evolving.

Methods

cpus(amount)	Specify number of cpus per Task.
resource(resourceName, amount)	Amount of a particular custom resource(GPU, FPGA, etc) to use.

Attributes

requests

Returns

pyspark.resource.TaskResourceRequest Errors