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) } } }