sdsl-lite
ctrie-java
sdsl-lite | ctrie-java | |
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5 | 1 | |
2,174 | 1 | |
- | - | |
0.0 | 10.0 | |
11 months ago | almost 4 years ago | |
C++ | Java | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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sdsl-lite
- SDSL – Succinct Data Structure Library
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Ask HN: What are some 'cool' but obscure data structures you know about?
Succinct Data Structures [0] [1]. It encompass many different underlying data structure types but the overarching idea is that you want small data size while still keeping "big O" run time.
In other words, data structures that effectively reach a 'practical' entropy lower bound while still keeping asymptotic run time.
[0] https://en.wikipedia.org/wiki/Succinct_data_structure
[1] https://github.com/simongog/sdsl-lite
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SDSL-RS: A Rust interface for the C++ Succinct Data Structure Library.
The book mentioned in another comment is probably the best way to go. But FYI, documentation for some data structures include references. An SDSL-lite example can be found here. And its equivalent in SDSL-RS can be found here.
ctrie-java
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Ask HN: What are some 'cool' but obscure data structures you know about?
Concurrent tries with non-blocking snapshots [0]
Say that you have a dataset that needs to be ordered, easily searchable, but is also updated quite frequently. Fast accesses are a pain if you decide to use traditional read-write locks.
Ctries are entirely lock-free, thus there is no waiting for your read operations when an update is happening, i.e. you run lookups on snapshots while updates happen.
They are also a lot of fun to implement, especially if you aren't familiar with lock-free algorithms! I did learn a lot doing it myself [1]
[0] http://aleksandar-prokopec.com/resources/docs/ctries-snapsho...
[1] https://github.com/mabeledo/ctrie-java
What are some alternatives?
plurid-data-structures-typescript - Utility Data Structures Implemented in TypeScript
PSI - Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters
sdsl-lite - Succinct Data Structure Library 3.0
minisketch - Minisketch: an optimized library for BCH-based set reconciliation
CPython - The Python programming language
dictomaton - Finite state dictionaries in Java
Folly - An open-source C++ library developed and used at Facebook.
gring - Golang circular linked list with array backend
RoaringBitmap - A better compressed bitset in Java: used by Apache Spark, Netflix Atlas, Apache Pinot, Tablesaw, and many others
pyroscope - Continuous Profiling Platform. Debug performance issues down to a single line of code [Moved to: https://github.com/grafana/pyroscope]
us - An alternative interface to Sia