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feat(impression): introduce entity relation and impression model
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package work.slhaf.partner.core.cognition.impression
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import java.util.*
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import java.util.concurrent.ConcurrentHashMap
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import java.util.concurrent.locks.ReentrantLock
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import kotlin.concurrent.withLock
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class Entity @JvmOverloads constructor(
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val uuid: String = UUID.randomUUID().toString(),
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private val relations: MutableMap<String, MutableMap<String, Double>> = mutableMapOf(),
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private val impressions: MutableMap<String, ImpressionData> = mutableMapOf()
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) {
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private val impressionLock = ReentrantLock()
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private val relationLock = ReentrantLock()
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@JvmOverloads
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fun updateRelation(
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target: String,
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relation: String,
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strength: Double = 1.0
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) = relationLock.withLock {
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relations.computeIfAbsent(target) { mutableMapOf() }[relation] = strength
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}
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@JvmOverloads
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fun updateImpression(
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impression: String,
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newImpression: String? = null,
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strength: Double = 1.0
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): ImpressionData = impressionLock.withLock {
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if (newImpression == null) {
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impressions.computeIfAbsent(impression) { ImpressionData(strength) }
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.also { it.confidence = strength }
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} else {
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impressions.remove(impression)
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ImpressionData(strength).also {
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impressions[newImpression] = it
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}
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}
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}
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fun removeImpression(impression: String) = impressionLock.withLock {
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impressions.remove(impression)
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}
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@JvmOverloads
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fun removeRelation(
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target: String,
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relation: String? = null
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) = relationLock.withLock {
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if (relation == null) {
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relations.remove(target)
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} else {
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relations[target]?.remove(relation)
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if (relations[target].isNullOrEmpty()) {
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relations.remove(target)
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}
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}
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}
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fun showRelations(): Set<RelationView> = relationLock.withLock {
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relations.map {
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RelationView(
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it.key,
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it.value.toMap()
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)
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}.toSet()
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}
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fun showImpressions(embeddingModel: String): Set<ImpressionView> = impressionLock.withLock {
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impressions.map {
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ImpressionView(
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it.key,
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it.value.confidence,
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it.value.getVector(embeddingModel)
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)
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}.toSet()
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}
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data class ImpressionData(
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var confidence: Double
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) {
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private val vectors: ConcurrentHashMap<String, DoubleArray> = ConcurrentHashMap()
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fun updateVector(
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embeddingModel: String,
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vector: DoubleArray
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) {
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vectors[embeddingModel] = vector
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}
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fun getVector(embeddingModel: String): DoubleArray? {
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return vectors[embeddingModel]?.copyOf()
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}
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}
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data class RelationView(
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val target: String,
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val relations: Map<String, Double>
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)
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@Suppress("ArrayInDataClass")
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data class ImpressionView(
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val impression: String,
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val confidence: Double,
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val vector: DoubleArray?
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)
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}
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