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import Foundation
public enum ImportEngineError: LocalizedError, Sendable {
case sourceNotFound(String)
case unsupportedSource(path: String, expected: String)
case unreadableSource(path: String, reason: String)
case invalidFormat(path: String, reason: String)
public var errorDescription: String? {
switch self {
case let .sourceNotFound(path):
"Die Importquelle wurde nicht gefunden: \(path)"
case let .unsupportedSource(path, expected):
"Die Importquelle \(path) passt nicht zum erwarteten Format (\(expected))."
case let .unreadableSource(path, reason):
"Die Importquelle \(path) konnte nicht gelesen werden: \(reason)"
case let .invalidFormat(path, reason):
"Die Importquelle \(path) hat ein ungültiges Format: \(reason)"
}
}
}
struct ImportParseResult: Sendable {
let candidates: [ImportCandidate]
let statistics: ImportStatistics
}
protocol ImportParser: Sendable {
func parse(sourceURL: URL, dedupIndex: DedupIndex) throws -> ImportParseResult
}
struct ImportAccumulator {
private(set) var candidates: [ImportCandidate] = []
private(set) var statistics = ImportStatistics()
private let minimumLength: Int
private let maximumLength: Int
private let dedupIndex: DedupIndex
private let fallbackPromptedAt: String
private var previewHashes: Set<String> = []
init(minimumLength: Int, maximumLength: Int, dedupIndex: DedupIndex) {
self.minimumLength = minimumLength
self.maximumLength = maximumLength
self.dedupIndex = dedupIndex
fallbackPromptedAt = ImportTimestamp.now()
}
mutating func accept(
_ rawContent: String,
sourcePrefix: String,
tags: String?,
model: String? = nil,
promptedAt: String? = nil
) {
statistics.scanned += 1
let content = ImportText.trimmed(rawContent)
let length = ImportText.pythonCharacterCount(content)
guard length >= minimumLength else {
statistics.skippedShort += 1
return
}
guard length <= maximumLength else {
statistics.skippedLong += 1
return
}
let hash = ImportText.contentHash(content)
guard !dedupIndex.contains(hash), !previewHashes.contains(hash) else {
statistics.skippedDuplicate += 1
return
}
previewHashes.insert(hash)
candidates.append(ImportCandidate(
title: ImportText.title(for: content),
content: content,
source: "\(sourcePrefix):\(hash)",
tags: tags,
model: model,
promptedAt: promptedAt ?? fallbackPromptedAt
))
statistics.imported += 1
}
mutating func skipAgent() {
statistics.scanned += 1
statistics.skippedAgent += 1
}
mutating func skipSystem() {
statistics.scanned += 1
statistics.skippedSystem += 1
}
mutating func skipMalformed(scanned: Bool = false) {
if scanned {
statistics.scanned += 1
}
statistics.skippedMalformed += 1
}
func result() -> ImportParseResult {
ImportParseResult(candidates: candidates, statistics: statistics)
}
}
enum ImportTimestamp {
static func normalize(_ value: Any?) -> String? {
if let number = value as? NSNumber {
return fromUnixTimestamp(number.doubleValue)
}
guard let string = value as? String else { return nil }
let trimmed = ImportText.trimmed(string)
guard !trimmed.isEmpty else { return nil }
if let numericValue = Double(trimmed) {
return fromUnixTimestamp(numericValue)
}
let fractionalFormatter = ISO8601DateFormatter()
fractionalFormatter.formatOptions = [.withInternetDateTime, .withFractionalSeconds]
if let date = fractionalFormatter.date(from: trimmed) {
return format(date)
}
let internetFormatter = ISO8601DateFormatter()
internetFormatter.formatOptions = [.withInternetDateTime]
if let date = internetFormatter.date(from: trimmed) {
return format(date)
}
let dateOnlyFormatter = DateFormatter()
dateOnlyFormatter.calendar = Calendar(identifier: .gregorian)
dateOnlyFormatter.locale = Locale(identifier: "en_US_POSIX")
dateOnlyFormatter.timeZone = TimeZone(secondsFromGMT: 0)
dateOnlyFormatter.dateFormat = "yyyy-MM-dd"
dateOnlyFormatter.isLenient = false
if let date = dateOnlyFormatter.date(from: trimmed) {
return format(date)
}
return nil
}
static func now() -> String {
format(Date())
}
private static func fromUnixTimestamp(_ value: Double) -> String? {
guard value.isFinite else { return nil }
let seconds = abs(value) >= 10_000_000_000 ? value / 1_000 : value
return format(Date(timeIntervalSince1970: seconds))
}
private static func format(_ date: Date) -> String {
let formatter = ISO8601DateFormatter()
formatter.timeZone = TimeZone(secondsFromGMT: 0)
formatter.formatOptions = [.withInternetDateTime, .withFractionalSeconds]
return formatter.string(from: date)
}
}
enum ImportText {
static func trimmed(_ text: String) -> String {
text.trimmingCharacters(in: .whitespacesAndNewlines)
}
/// Python's `len(str)` counts Unicode code points. Unicode scalars are the
/// matching representation for valid Swift strings decoded from UTF-8/JSON.
static func pythonCharacterCount(_ text: String) -> Int {
text.unicodeScalars.count
}
static func contentHash(_ text: String) -> String {
let digest = Insecure.MD5.hash(data: Data(text.utf8))
return digest.prefix(6).map { String(format: "%02x", $0) }.joined()
}
static func title(for content: String) -> String {
let prefix = unicodeScalarPrefix(content, count: 80)
.replacingOccurrences(of: "\n", with: " ")
.trimmingCharacters(in: .whitespacesAndNewlines)
return pythonCharacterCount(content) > 80 ? prefix + "..." : prefix
}
private static func unicodeScalarPrefix(_ text: String, count: Int) -> String {
var result = ""
for scalar in text.unicodeScalars.prefix(count) {
result.unicodeScalars.append(scalar)
}
return result
}
}
enum ImportFiles {
static func isDirectory(_ url: URL) -> Bool {
var isDirectory = ObjCBool(false)
return FileManager.default.fileExists(atPath: url.path, isDirectory: &isDirectory)
&& isDirectory.boolValue
}
static func requireExisting(_ url: URL) throws {
guard FileManager.default.fileExists(atPath: url.path) else {
throw ImportEngineError.sourceNotFound(url.path)
}
}
static func immediateFiles(
at sourceURL: URL,
expected: String,
directFileMatches: (URL) -> Bool,
directoryFileMatches: (URL) -> Bool
) throws -> [URL] {
try requireExisting(sourceURL)
if !isDirectory(sourceURL) {
guard directFileMatches(sourceURL) else {
throw ImportEngineError.unsupportedSource(path: sourceURL.path, expected: expected)
}
return [sourceURL]
}
let files: [URL]
do {
files = try FileManager.default.contentsOfDirectory(
at: sourceURL,
includingPropertiesForKeys: [.isRegularFileKey],
options: [.skipsHiddenFiles]
)
} catch {
throw ImportEngineError.unreadableSource(
path: sourceURL.path,
reason: error.localizedDescription
)
}
let matches = files
.filter(directoryFileMatches)
.filter(isRegularFile)
.sorted { $0.path < $1.path }
guard !matches.isEmpty else {
throw ImportEngineError.unsupportedSource(path: sourceURL.path, expected: expected)
}
return matches
}
static func recursiveJSONLFiles(at sourceURL: URL, excluding component: String) throws -> [URL] {
try requireExisting(sourceURL)
if !isDirectory(sourceURL) {
guard sourceURL.pathExtension.lowercased() == "jsonl" else {
throw ImportEngineError.unsupportedSource(
path: sourceURL.path,
expected: "eine .jsonl-Datei oder ein Claude-Projektordner"
)
}
if sourceURL.pathComponents.contains(where: { $0.caseInsensitiveCompare(component) == .orderedSame }) {
return []
}
return [sourceURL]
}
guard let enumerator = FileManager.default.enumerator(
at: sourceURL,
includingPropertiesForKeys: [.isRegularFileKey],
options: [],
errorHandler: nil
) else {
throw ImportEngineError.unreadableSource(
path: sourceURL.path,
reason: "Der Ordner konnte nicht aufgelistet werden."
)
}
var files: [URL] = []
for case let fileURL as URL in enumerator {
if fileURL.pathComponents.contains(where: {
$0.caseInsensitiveCompare(component) == .orderedSame
}) {
if isDirectory(fileURL) {
enumerator.skipDescendants()
}
continue
}
guard fileURL.pathExtension.lowercased() == "jsonl", isRegularFile(fileURL) else {
continue
}
files.append(fileURL)
}
return files.sorted { $0.path < $1.path }
}
static func data(from url: URL) throws -> Data {
do {
return try Data(contentsOf: url, options: [.mappedIfSafe])
} catch {
throw ImportEngineError.unreadableSource(path: url.path, reason: error.localizedDescription)
}
}
static func text(from url: URL) throws -> String {
let fileData = try data(from: url)
guard let text = String(data: fileData, encoding: .utf8) else {
throw ImportEngineError.unreadableSource(
path: url.path,
reason: "Die Datei ist nicht als UTF-8 codiert."
)
}
return text
}
static func lines(from url: URL) throws -> [String] {
let contents = try text(from: url)
var lines: [String] = []
contents.enumerateLines { line, _ in
lines.append(line)
}
return lines
}
private static func isRegularFile(_ url: URL) -> Bool {
(try? url.resourceValues(forKeys: [.isRegularFileKey]).isRegularFile) == true
}
}
enum ImportJSON {
static func object(from url: URL) throws -> Any {
let fileData = try ImportFiles.data(from: url)
return try JSONSerialization.jsonObject(with: fileData)
}
static func object(fromLine line: String) throws -> Any {
try JSONSerialization.jsonObject(with: Data(line.utf8))
}
}
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