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Add entriesTail method to RBTree #325

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jzxchiang1
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Inspired by Java's TreeMap#tailMap method but this one automatically gives you an iterator.

The use case is cursor pagination through a long list.

I've been trying to implement cursor pagination in the IC. Think a long list of items that a client needs to fetch, e.g. comments on a post, stories on a feed, etc. The client should fetch a small number of items at a time, say 20, in order to minimize server load as well as meet IC message requirements (<2 MB for requests, I think).

Offset pagination is one option, but it's not really viable at all for real-time, dynamic data. If items get removed or added while the user is scrolling through a partial list, it can result in skipped or duplicate data rendered on the client. At least there isn't really a performance hit on the IC, since it can be implemented with array indexing thanks to orthogonal persistence.

As a result, cursor pagination is generally preferred. In web2 land, this is generally done with a SQL query WHERE id > ... LIMIT .... This requires id be sorted in some database index. On the IC, the only data structure that can emulate a sorted map like this is RBTree.

So in this PR, I add a new method to the RBTree.RBTree class that allows a user to pass in some cursor (i.e. x) to continue iterating where they left off, crucially in ~O(log n) time.

@jzxchiang1
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@matthewhammer might be a good candidate to review, given that he wrote the RBTree.mo code. If someone could approve the workflow run (for tests), that would also be great. Thanks!

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Can you please run it again?

@ggreif
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ggreif commented Jan 4, 2022

My (minor) concern is that having such a method will add the need to implement similar methods for other container also. Not necessarily a bad thing, but a library designer should make a statement about this.

case (#greater) {
trees := ?(#tr(r), ts);
next()
};
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nit: semicolons before closing braces are redundant.

@ggreif ggreif changed the title Add entriesTail method to RBTree Add entriesTail method to RBTree Jan 4, 2022
@ggreif ggreif changed the title Add entriesTail method to RBTree Add entriesTail method to RBTree Jan 4, 2022
@jzxchiang1
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My (minor) concern is that having such a method will add the need to implement similar methods for other container also. Not necessarily a bad thing, but a library designer should make a statement about this.

Fair enough, but I think this method is somewhat unique to RBTree, since it's the only ordered container available in motoko-base right now.

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ghost commented Jun 17, 2022

Dear @jzxchiang1,

In order to potentially merge your code in this open-source repository and therefore proceed with your contribution, we need to have your approval on DFINITY's CLA1.

If you decide to agree with it, please visit this issue and read the instructions there.

— The DFINITY Foundation

Footnotes

  1. Contributor License Agreement

@ggreif ggreif force-pushed the master branch 2 times, most recently from d52aecd to 08507fc Compare October 21, 2022 12:22
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4 participants