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UsearchIndex.swift
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167 lines (146 loc) · 4.84 KB
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import Foundation
import ObjectiveCExceptionHandling
import USearch
public typealias USearchLabel = USearch.USearchLabel
public typealias USearchScalar = USearch.USearchScalar
public typealias USearchMetric = USearch.USearchMetric
/// It provides a simplified interface for `USearch.USearchIndex`.
public actor USearchIndex {
let index: USearch.USearchIndex
enum State {
case initialized
case loaded
case viewing
}
var state: State = .initialized
public init(
metric: USearchMetric,
dimensions: UInt32,
connectivity: UInt32,
quantization: USearchScalar
) {
index = USearch.USearchIndex.make(
metric: metric,
dimensions: dimensions,
connectivity: connectivity,
quantization: quantization
)
state = .initialized
}
enum Error: Swift.Error, LocalizedError {
case indexNotFound
case alreadyLoaded
case mutationNotAllowedInViewingIndex
case invalidVectorSize
case exception(Swift.Error)
var errorDescription: String? {
switch self {
case .indexNotFound:
return "Can not find the index file."
case .alreadyLoaded:
return "Index already loaded."
case .mutationNotAllowedInViewingIndex:
return "Mutation not allowed in viewing index."
case .invalidVectorSize:
return "Invalid vector size."
case .exception(let error):
return error.localizedDescription
}
}
}
public func load(path: String) throws {
guard state != .loaded else { throw Error.alreadyLoaded }
guard FileManager.default.fileExists(atPath: path) else {
throw Error.indexNotFound
}
do {
try ObjcExceptionHandler.catchException {
self.index.load(path: path)
}
} catch {
throw Error.exception(error)
}
state = .loaded
}
public func view(path: String) throws {
guard state != .loaded else { throw Error.alreadyLoaded }
guard FileManager.default.fileExists(atPath: path) else {
throw Error.indexNotFound
}
do {
try ObjcExceptionHandler.catchException {
self.index.view(path: path)
}
} catch {
throw Error.exception(error)
}
state = .viewing
}
public func save(path: String) throws {
if !FileManager.default.fileExists(atPath: path) {
FileManager.default.createFile(atPath: path, contents: nil, attributes: nil)
}
do {
try ObjcExceptionHandler.catchException {
self.index.save(path: path)
}
} catch {
throw Error.exception(error)
}
}
public func clear() throws {
guard state != .viewing else { throw Error.mutationNotAllowedInViewingIndex }
do {
try ObjcExceptionHandler.catchException {
self.index.clear()
}
} catch {
throw Error.exception(error)
}
}
public func add(label: USearchLabel, vector: [Float]) throws {
guard state != .viewing else { throw Error.mutationNotAllowedInViewingIndex }
guard vector.count == index.dimensions else {
throw Error.invalidVectorSize
}
if index.count + 1 >= index.capacity {
index.reserve(UInt32(index.count + 1))
}
do {
try ObjcExceptionHandler.catchException {
self.index.add(label: label, vector: vector[...])
}
} catch {
throw Error.exception(error)
}
}
public func set(items: [(label: USearchLabel, vector: [Float])]) throws {
guard state != .viewing else { throw Error.mutationNotAllowedInViewingIndex }
try clear()
index.reserve(UInt32(items.count))
do {
try ObjcExceptionHandler.catchException {
for item in items {
self.index.add(label: item.label, vector: item.vector[...])
}
}
} catch {
throw Error.exception(error)
}
}
public func search(
vector: [Float],
count: Int
) throws -> [(label: USearchLabel, distance: Float)] {
guard vector.count == index.dimensions else { throw Error.invalidVectorSize }
do {
var result: ([USearch.USearchIndex.Label], [Float]) = ([], [])
try ObjcExceptionHandler.catchException {
result = self.index.search(vector: vector[...], count: count)
}
return zip(result.0, result.1).map { ($0, $1) }
} catch {
throw Error.exception(error)
}
}
}