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[Data] Arguments for specifying ray_remote_args are not consistent among the APIs #40673

@raulchen

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@raulchen

For example, to specify num_cpus, now we use map(num_cpus=1) for the map API, but use read_image(ray_remote_args={"num_cpus": 1}) for the read APIs.

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    P1Issue that should be fixed within a few weeksdataRay Data-related issues

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