2020-08-04 22:51:56 -04:00

199 lines
7.1 KiB
Kotlin

package exh.smartsearch
import eu.kanade.tachiyomi.data.database.DatabaseHelper
import eu.kanade.tachiyomi.data.database.models.Manga
import eu.kanade.tachiyomi.source.CatalogueSource
import eu.kanade.tachiyomi.source.model.FilterList
import eu.kanade.tachiyomi.source.model.SManga
import exh.util.await
import info.debatty.java.stringsimilarity.NormalizedLevenshtein
import kotlin.coroutines.CoroutineContext
import kotlinx.coroutines.CoroutineScope
import kotlinx.coroutines.Dispatchers
import kotlinx.coroutines.Job
import kotlinx.coroutines.async
import kotlinx.coroutines.supervisorScope
import rx.schedulers.Schedulers
import uy.kohesive.injekt.injectLazy
class SmartSearchEngine(
parentContext: CoroutineContext,
private val extraSearchParams: String? = null
) : CoroutineScope {
override val coroutineContext: CoroutineContext = parentContext + Job() + Dispatchers.Default
private val db: DatabaseHelper by injectLazy()
private val normalizedLevenshtein = NormalizedLevenshtein()
suspend fun smartSearch(source: CatalogueSource, title: String): SManga? {
val cleanedTitle = cleanSmartSearchTitle(title)
val queries = getSmartSearchQueries(cleanedTitle)
val eligibleManga = supervisorScope {
queries.map { query ->
async(Dispatchers.Default) {
val builtQuery = if (extraSearchParams != null) {
"$query ${extraSearchParams.trim()}"
} else query
val searchResults = source.fetchSearchManga(1, builtQuery, FilterList())
.toSingle().await(Schedulers.io())
searchResults.mangas.map {
val cleanedMangaTitle = cleanSmartSearchTitle(it.originalTitle)
val normalizedDistance = normalizedLevenshtein.similarity(cleanedTitle, cleanedMangaTitle)
SearchEntry(it, normalizedDistance)
}.filter { (_, normalizedDistance) ->
normalizedDistance >= MIN_SMART_ELIGIBLE_THRESHOLD
}
}
}.flatMap { it.await() }
}
return eligibleManga.maxBy { it.dist }?.manga
}
suspend fun normalSearch(source: CatalogueSource, title: String): SManga? {
val eligibleManga = supervisorScope {
val searchQuery = if (extraSearchParams != null) {
"$title ${extraSearchParams.trim()}"
} else title
val searchResults = source.fetchSearchManga(1, searchQuery, FilterList()).toSingle().await(Schedulers.io())
if (searchResults.mangas.size == 1) {
return@supervisorScope listOf(SearchEntry(searchResults.mangas.first(), 0.0))
}
searchResults.mangas.map {
val normalizedDistance = normalizedLevenshtein.similarity(title, it.originalTitle)
SearchEntry(it, normalizedDistance)
}.filter { (_, normalizedDistance) ->
normalizedDistance >= MIN_NORMAL_ELIGIBLE_THRESHOLD
}
}
return eligibleManga.maxBy { it.dist }?.manga
}
private fun getSmartSearchQueries(cleanedTitle: String): List<String> {
val splitCleanedTitle = cleanedTitle.split(" ")
val splitSortedByLargest = splitCleanedTitle.sortedByDescending { it.length }
if (splitCleanedTitle.isEmpty()) {
return emptyList()
}
// Search cleaned title
// Search two largest words
// Search largest word
// Search first two words
// Search first word
val searchQueries = listOf(
listOf(cleanedTitle),
splitSortedByLargest.take(2),
splitSortedByLargest.take(1),
splitCleanedTitle.take(2),
splitCleanedTitle.take(1)
)
return searchQueries.map {
it.joinToString(" ").trim()
}.distinct()
}
private fun cleanSmartSearchTitle(title: String): String {
val preTitle = title.toLowerCase()
// Remove text in brackets
var cleanedTitle = removeTextInBrackets(preTitle, true)
if (cleanedTitle.length <= 5) { // Title is suspiciously short, try parsing it backwards
cleanedTitle = removeTextInBrackets(preTitle, false)
}
// Strip non-special characters
cleanedTitle = cleanedTitle.replace(titleRegex, " ")
// Strip splitters and consecutive spaces
cleanedTitle = cleanedTitle.trim().replace(" - ", " ").replace(consecutiveSpacesRegex, " ").trim()
return cleanedTitle
}
private fun removeTextInBrackets(text: String, readForward: Boolean): String {
val bracketPairs = listOf(
'(' to ')',
'[' to ']',
'<' to '>',
'{' to '}'
)
var openingBracketPairs = bracketPairs.mapIndexed { index, (opening, _) ->
opening to index
}.toMap()
var closingBracketPairs = bracketPairs.mapIndexed { index, (_, closing) ->
closing to index
}.toMap()
// Reverse pairs if reading backwards
if (!readForward) {
val tmp = openingBracketPairs
openingBracketPairs = closingBracketPairs
closingBracketPairs = tmp
}
val depthPairs = bracketPairs.map { 0 }.toMutableList()
val result = StringBuilder()
for (c in if (readForward) text else text.reversed()) {
val openingBracketDepthIndex = openingBracketPairs[c]
if (openingBracketDepthIndex != null) {
depthPairs[openingBracketDepthIndex]++
} else {
val closingBracketDepthIndex = closingBracketPairs[c]
if (closingBracketDepthIndex != null) {
depthPairs[closingBracketDepthIndex]--
} else {
if (depthPairs.all { it <= 0 }) {
result.append(c)
} else {
// In brackets, do not append to result
}
}
}
}
return result.toString()
}
/**
* Returns a manga from the database for the given manga from network. It creates a new entry
* if the manga is not yet in the database.
*
* @param sManga the manga from the source.
* @return a manga from the database.
*/
suspend fun networkToLocalManga(sManga: SManga, sourceId: Long): Manga {
var localManga = db.getManga(sManga.url, sourceId).executeAsBlocking()
if (localManga == null) {
val newManga = Manga.create(sManga.url, sManga.title, sourceId)
newManga.copyFrom(sManga)
val result = db.insertManga(newManga).executeAsBlocking()
newManga.id = result.insertedId()
localManga = newManga
}
return localManga
}
companion object {
const val MIN_SMART_ELIGIBLE_THRESHOLD = 0.4
const val MIN_NORMAL_ELIGIBLE_THRESHOLD = 0.4
private val titleRegex = Regex("[^a-zA-Z0-9- ]")
private val consecutiveSpacesRegex = Regex(" +")
}
}
data class SearchEntry(val manga: SManga, val dist: Double)