[Multi-GPU Polars] New frontends accept RMM config - #22052
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Allow `SPMDEngine`, `DaskEngine`, and `RayEngine` to accept a `MemoryResourceConfig` via `engine_options["memory_resource_config"]`. This enables declarative RMM memory resource configuration, for example through `StreamingOptions`, instead of requiring users to manually call `rmm.mr.set_current_device_resource()` before constructing an engine. Authors: - Mads R. B. Kristensen (https://github.com/madsbk) Approvers: - Bradley Dice (https://github.com/bdice) URL: NVIDIA#22052
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Allow
SPMDEngine,DaskEngine, andRayEngineto accept aMemoryResourceConfigviaengine_options["memory_resource_config"].This enables declarative RMM memory resource configuration, for example through
StreamingOptions, instead of requiring users to manually callrmm.mr.set_current_device_resource()before constructing an engine.