com.eignex.kumulant/stat/sketch/MinHashResult

MinHashResult

@Serializable

@SerialName(value = "MinHashResult")

data class MinHashResult(val numHashes: Int, val seed: Long, val signatures: LongArray, val totalSeen: Long) : HasObservationCount(source)

MinHash signature snapshot. signatures is the per-hash running minimum of splitmix64(value xor splitmix64(seed + i)) over all updates; merging two snapshots takes element-wise min and requires identical numHashes and seed.

Constructors

MinHashResult

constructor(numHashes: Int, seed: Long, signatures: LongArray, totalSeen: Long)(source)

Properties

numHashes

val numHashes: Int(source)

Number of independent hash functions in the signature.

seed

val seed: Long(source)

PRNG seed used to derive the per-hash salts; must match for merge / jaccard.

signatures

val signatures: LongArray(source)

Per-hash running minimums; element-wise min produces a valid merge.

totalSeen

val totalSeen: Long(source)

Number of update(value) calls absorbed; informational.

totalWeights

open override val totalWeights: Double(source)

Cumulative weight of observations folded into this result.

isEmpty

open val isEmpty: Boolean

True when no observation has been folded in, so every other field is a placeholder.

Functions

equals

open operator override fun equals(other: Any?): Boolean(source)

hashCode

open override fun hashCode(): Int(source)

toString

open override fun toString(): String(source)

jaccard

fun MinHashResult.jaccard(other: MinHashResult): Double

Estimated Jaccard similarity between the two underlying sets - the fraction of slots where signatures agree. Requires matching numHashes and seed.