[Data] Elevate num_cpus/gpus and memory as top-level params in most APIs #54708
Description
Description
Right now some APIs (like map/map_batches) allow you to specify num_cpus/gpus/etc, while some others (like read_*) require you to specify ray_remote_args={"num_cpus": ...}.
Instead we'd promote some routine configs like num_cpus/gpus/memory to be top-level params in all of Ray Data APIs
Related to #40673
Use case
No response