hyperloglogplus: Approximate cardinality estimation using constant space
HyperLogLog++ with MinHash for efficient cardinality and intersection estimation using constant space.
See original AdRoll paper for details: http://tech.adroll.com/media/hllminhash.pdf
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| Versions [RSS] | 0.1.0.0 |
|---|---|
| Dependencies | base (>=4.7 && <5), bits (>=0.2 && <1), containers (>=0.5 && <0.6), murmur-hash (>=0.1 && <0.2), semigroups (>=0.18 && <1), vector (>=0.11 && <0.12) [details] |
| License | BSD-3-Clause |
| Copyright | Copyright: (c) 2016 Eugene Zhulenev |
| Author | Eugene Zhulenev |
| Maintainer | eugene.zhulenev@gmail.com |
| Category | Haskell |
| Home page | https://github.com/ezhulenev/hyperloglogplus#readme |
| Source repo | head: git clone https://github.com/ezhulenev/hyperloglogplus |
| Uploaded | by ezhulenev at 2016-07-05T18:48:26Z |
| Distributions | |
| Reverse Dependencies | 1 direct, 0 indirect [details] |
| Downloads | 921 total (3 in the last 30 days) |
| Rating | 2.0 (votes: 1) [estimated by Bayesian average] |
| Your Rating | |
| Status | Docs available [build log] Last success reported on 2016-07-05 [all 1 reports] |
Readme for hyperloglogplus-0.1.0.0
[back to package description]HyperLogLogPlus
Haskell implementation of HyperLogLog++ with MinHash for efficient cardinality and intersection estimation using constant space.
See original AdRoll paper for details: HyperLogLog and MinHash
-- Example:
:set -XDataKinds
:load Data.HyperLogLogPlus
type HLL = HyperLogLogPlus 12 8192
mempty :: HLL
size (foldr insert mempty [1 .. 75000] :: HLL)
size $ (foldr insert mempty [1 .. 5000] :: HLL) <> (foldr insert mempty [3000 .. 10000] :: HLL)
intersection $ [ (foldr insert mempty [1 .. 15000] :: HLL)
, (foldr insert mempty [12000 .. 20000] :: HLL) ]
Testing
stack test