How to apply custom shard selection algorithm in Elasticsearch?

I came across some papers where custom shard selection algorithms like ReDDE, Sushi, and Rank-S are applied instead of default ones. One of them is here. How can we apply a custom shard selection algorithm in Elasticsearch instead of the default one? Should we modify their open-source code?

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