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parametrize node id type about graph-anns HOT 2 CLOSED

crclark avatar crclark commented on August 28, 2024
parametrize node id type

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Comments (2)

crclark avatar crclark commented on August 28, 2024

We would need to work around lumol-org/soa-derive#35, so I will delay this work for now.

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crclark avatar crclark commented on August 28, 2024

It actually makes more sense to shard the data structure rather than allow for huge graphs, because using bigger node id types has a significant impact on memory usage -- the data structure internally is mostly storing many elements of the type of the node id, so doubling its size has a massive impact on memory usage. Real-world usage would want to shard well before the billions-scale that a 32 bit id allows, anyway.

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