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open source astra example
This commit is contained in:
Alex Cheema
2
.gitignore
vendored
2
.gitignore
vendored
@@ -168,3 +168,5 @@ cython_debug/
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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**/*.xcodeproj/*
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651
examples/astra/astra.xcodeproj/project.pbxproj
Normal file
651
examples/astra/astra.xcodeproj/project.pbxproj
Normal file
@@ -0,0 +1,651 @@
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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7
examples/astra/astra.xcodeproj/project.xcworkspace/contents.xcworkspacedata
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Normal file
7
examples/astra/astra.xcodeproj/project.xcworkspace/contents.xcworkspacedata
generated
Normal file
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|
||||
<?xml version="1.0" encoding="UTF-8"?>
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||||
<Workspace
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
<key>IDEDidComputeMac32BitWarning</key>
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
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|
||||
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||||
"info" : {
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||||
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||||
"version" : 1
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||||
{
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||||
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||||
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||||
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{
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||||
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||||
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||||
},
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{
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||||
"idiom" : "mac",
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||||
"scale" : "2x",
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||||
"size" : "16x16"
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||||
},
|
||||
{
|
||||
"idiom" : "mac",
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||||
"scale" : "1x",
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||||
"size" : "32x32"
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||||
},
|
||||
{
|
||||
"idiom" : "mac",
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||||
"scale" : "2x",
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||||
"size" : "32x32"
|
||||
},
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||||
{
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||||
"idiom" : "mac",
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||||
"scale" : "1x",
|
||||
"size" : "128x128"
|
||||
},
|
||||
{
|
||||
"idiom" : "mac",
|
||||
"scale" : "2x",
|
||||
"size" : "128x128"
|
||||
},
|
||||
{
|
||||
"idiom" : "mac",
|
||||
"scale" : "1x",
|
||||
"size" : "256x256"
|
||||
},
|
||||
{
|
||||
"idiom" : "mac",
|
||||
"scale" : "2x",
|
||||
"size" : "256x256"
|
||||
},
|
||||
{
|
||||
"idiom" : "mac",
|
||||
"scale" : "1x",
|
||||
"size" : "512x512"
|
||||
},
|
||||
{
|
||||
"idiom" : "mac",
|
||||
"scale" : "2x",
|
||||
"size" : "512x512"
|
||||
}
|
||||
],
|
||||
"info" : {
|
||||
"author" : "xcode",
|
||||
"version" : 1
|
||||
}
|
||||
}
|
||||
6
examples/astra/astra/Assets.xcassets/Contents.json
Normal file
6
examples/astra/astra/Assets.xcassets/Contents.json
Normal file
@@ -0,0 +1,6 @@
|
||||
{
|
||||
"info" : {
|
||||
"author" : "xcode",
|
||||
"version" : 1
|
||||
}
|
||||
}
|
||||
243
examples/astra/astra/ContentView.swift
Normal file
243
examples/astra/astra/ContentView.swift
Normal file
@@ -0,0 +1,243 @@
|
||||
import SwiftUI
|
||||
import WhisperKit
|
||||
import AVFoundation
|
||||
|
||||
struct ContentView: View {
|
||||
@State private var whisperKit: WhisperKit?
|
||||
@State private var isListening = false
|
||||
@State private var currentText = ""
|
||||
@State private var bufferSeconds: Double = 0.5 // or whatever the actual buffer size is
|
||||
@State private var modelState: ModelState = .unloaded
|
||||
|
||||
@AppStorage("selectedModel") private var selectedModel: String = "large"
|
||||
@AppStorage("selectedLanguage") private var selectedLanguage: String = "english"
|
||||
@AppStorage("selectedTask") private var selectedTask: String = "transcribe"
|
||||
|
||||
@State private var isRecordingMemo = false
|
||||
@State private var currentMemo = ""
|
||||
@State private var lastVoiceActivityTime = Date()
|
||||
@State private var silenceTimer: Timer?
|
||||
@State private var voiceActivityThreshold: Float = 0.3 // Start with a lower value
|
||||
@State private var silenceTimeThreshold = 1.0
|
||||
@State private var debugText = ""
|
||||
|
||||
var body: some View {
|
||||
VStack {
|
||||
Text(currentText)
|
||||
.padding()
|
||||
|
||||
Text(isListening ? "Listening..." : "Not listening")
|
||||
.foregroundColor(isListening ? .green : .red)
|
||||
|
||||
if isRecordingMemo {
|
||||
Text("Recording memo...")
|
||||
.foregroundColor(.blue)
|
||||
}
|
||||
|
||||
Picker("Model", selection: $selectedModel) {
|
||||
Text("large").tag("large")
|
||||
Text("base").tag("base")
|
||||
Text("small").tag("small")
|
||||
}
|
||||
.pickerStyle(SegmentedPickerStyle())
|
||||
.padding()
|
||||
|
||||
Button("Load Model") {
|
||||
loadModel(selectedModel)
|
||||
}
|
||||
.disabled(modelState == .loaded)
|
||||
.padding()
|
||||
|
||||
Text("Model State: \(modelState.description)")
|
||||
|
||||
Text(debugText)
|
||||
.font(.caption)
|
||||
.foregroundColor(.gray)
|
||||
|
||||
Slider(value: $voiceActivityThreshold, in: 0.01...1.0) {
|
||||
Text("Voice Activity Threshold: \(voiceActivityThreshold, specifier: "%.2f")")
|
||||
}
|
||||
}
|
||||
.onAppear {
|
||||
setupWhisperKit()
|
||||
}
|
||||
}
|
||||
|
||||
private func setupWhisperKit() {
|
||||
Task {
|
||||
do {
|
||||
whisperKit = try await WhisperKit(verbose: true)
|
||||
print("WhisperKit initialized successfully")
|
||||
startListening()
|
||||
} catch {
|
||||
print("Error initializing WhisperKit: \(error)")
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private func loadModel(_ model: String) {
|
||||
Task {
|
||||
let success = try await loadModel(selectedModel)
|
||||
if success {
|
||||
startListening()
|
||||
} else {
|
||||
print("Model failed to load, cannot start listening")
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private func startListening() {
|
||||
guard let audioProcessor = whisperKit?.audioProcessor else {
|
||||
print("AudioProcessor not available")
|
||||
return
|
||||
}
|
||||
|
||||
do {
|
||||
try audioProcessor.startRecordingLive { buffer in
|
||||
DispatchQueue.main.async {
|
||||
checkVoiceActivity()
|
||||
}
|
||||
}
|
||||
isListening = true
|
||||
} catch {
|
||||
print("Error starting listening: \(error)")
|
||||
}
|
||||
}
|
||||
|
||||
private func checkVoiceActivity() {
|
||||
guard let audioProcessor = whisperKit?.audioProcessor else { return }
|
||||
|
||||
let voiceDetected = AudioProcessor.isVoiceDetected(
|
||||
in: audioProcessor.relativeEnergy,
|
||||
nextBufferInSeconds: Float(bufferSeconds),
|
||||
silenceThreshold: Float(voiceActivityThreshold)
|
||||
)
|
||||
|
||||
// Debug logging
|
||||
let energyValuesToConsider = Int(Float(bufferSeconds) / 0.1)
|
||||
let nextBufferEnergies = audioProcessor.relativeEnergy.suffix(energyValuesToConsider)
|
||||
let numberOfValuesToCheck = max(10, nextBufferEnergies.count - 10)
|
||||
let relevantEnergies = Array(nextBufferEnergies.prefix(numberOfValuesToCheck))
|
||||
|
||||
debugText = """
|
||||
Buffer seconds: \(bufferSeconds)
|
||||
Energy values to consider: \(energyValuesToConsider)
|
||||
Number of values to check: \(numberOfValuesToCheck)
|
||||
Silence threshold: \(voiceActivityThreshold)
|
||||
Relevant energies: \(relevantEnergies)
|
||||
Max energy: \(relevantEnergies.max() ?? 0)
|
||||
Voice detected: \(voiceDetected)
|
||||
"""
|
||||
|
||||
if voiceDetected {
|
||||
lastVoiceActivityTime = Date()
|
||||
if !isRecordingMemo {
|
||||
startNewMemo()
|
||||
}
|
||||
} else {
|
||||
checkSilence()
|
||||
}
|
||||
}
|
||||
|
||||
private func checkSilence() {
|
||||
let silenceDuration = Date().timeIntervalSince(lastVoiceActivityTime)
|
||||
debugText += "\nSilence duration: \(silenceDuration)"
|
||||
|
||||
if silenceDuration > silenceTimeThreshold {
|
||||
endCurrentMemo()
|
||||
}
|
||||
}
|
||||
|
||||
private func endCurrentMemo() {
|
||||
if isRecordingMemo {
|
||||
isRecordingMemo = false
|
||||
silenceTimer?.invalidate()
|
||||
silenceTimer = nil
|
||||
if !currentMemo.isEmpty {
|
||||
saveMemoToFile(currentMemo)
|
||||
currentMemo = ""
|
||||
}
|
||||
// Flush the transcribed text and reset audio samples
|
||||
currentText = ""
|
||||
whisperKit?.audioProcessor.purgeAudioSamples(keepingLast: 0)
|
||||
print("Ended memo")
|
||||
debugText += "\nMemo ended"
|
||||
}
|
||||
}
|
||||
|
||||
private func startNewMemo() {
|
||||
isRecordingMemo = true
|
||||
currentMemo = ""
|
||||
silenceTimer?.invalidate()
|
||||
silenceTimer = Timer.scheduledTimer(withTimeInterval: 0.5, repeats: true) { _ in
|
||||
checkSilence()
|
||||
}
|
||||
transcribeInRealTime()
|
||||
print("Started new memo")
|
||||
}
|
||||
|
||||
private func transcribeInRealTime() {
|
||||
Task {
|
||||
while isRecordingMemo {
|
||||
if let samples = whisperKit?.audioProcessor.audioSamples, samples.count > WhisperKit.sampleRate {
|
||||
do {
|
||||
let result = try await whisperKit?.transcribe(audioArray: Array(samples))
|
||||
await MainActor.run {
|
||||
let newText = result?.first?.text ?? ""
|
||||
if !newText.isEmpty {
|
||||
currentMemo += newText
|
||||
currentText += newText
|
||||
}
|
||||
}
|
||||
whisperKit?.audioProcessor.purgeAudioSamples(keepingLast: 0)
|
||||
} catch {
|
||||
print("Transcription error: \(error)")
|
||||
}
|
||||
}
|
||||
try await Task.sleep(nanoseconds: 500_000_000) // Sleep for 0.5 seconds
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private func saveMemoToFile(_ memo: String) {
|
||||
let dateFormatter = DateFormatter()
|
||||
dateFormatter.dateFormat = "yyyy-MM-dd_HH-mm-ss"
|
||||
let fileName = "memo_\(dateFormatter.string(from: Date())).txt"
|
||||
|
||||
guard let documentsDirectory = FileManager.default.urls(for: .documentDirectory, in: .userDomainMask).first else {
|
||||
print("Unable to access documents directory")
|
||||
return
|
||||
}
|
||||
|
||||
let fileURL = documentsDirectory.appendingPathComponent(fileName)
|
||||
|
||||
do {
|
||||
try memo.write(to: fileURL, atomically: true, encoding: .utf8)
|
||||
print("Memo saved to: \(fileURL.path)")
|
||||
} catch {
|
||||
print("Error saving memo: \(error)")
|
||||
}
|
||||
}
|
||||
|
||||
private func loadModel(_ model: String) async throws -> Bool {
|
||||
guard let whisperKit = whisperKit else {
|
||||
print("WhisperKit instance not initialized")
|
||||
return false
|
||||
}
|
||||
|
||||
modelState = .loading
|
||||
do {
|
||||
print("Starting to load model: \(model)")
|
||||
try await whisperKit.loadModels()
|
||||
await MainActor.run {
|
||||
modelState = .loaded
|
||||
print("Model loaded successfully: \(model)")
|
||||
}
|
||||
return true
|
||||
} catch {
|
||||
print("Error loading model: \(error)")
|
||||
await MainActor.run { modelState = .unloaded }
|
||||
return false
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,6 @@
|
||||
{
|
||||
"info" : {
|
||||
"author" : "xcode",
|
||||
"version" : 1
|
||||
}
|
||||
}
|
||||
20
examples/astra/astra/astra.entitlements
Normal file
20
examples/astra/astra/astra.entitlements
Normal file
@@ -0,0 +1,20 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
|
||||
<plist version="1.0">
|
||||
<dict>
|
||||
<key>com.apple.developer.kernel.increased-memory-limit</key>
|
||||
<true/>
|
||||
<key>com.apple.security.app-sandbox</key>
|
||||
<true/>
|
||||
<key>com.apple.security.device.audio-input</key>
|
||||
<true/>
|
||||
<key>com.apple.security.files.downloads.read-only</key>
|
||||
<true/>
|
||||
<key>com.apple.security.files.user-selected.read-write</key>
|
||||
<true/>
|
||||
<key>com.apple.security.network.client</key>
|
||||
<true/>
|
||||
<key>com.apple.security.network.server</key>
|
||||
<true/>
|
||||
</dict>
|
||||
</plist>
|
||||
17
examples/astra/astra/astraApp.swift
Normal file
17
examples/astra/astra/astraApp.swift
Normal file
@@ -0,0 +1,17 @@
|
||||
//
|
||||
// astraApp.swift
|
||||
// astra
|
||||
//
|
||||
// Created by Alex on 18/08/2024.
|
||||
//
|
||||
|
||||
import SwiftUI
|
||||
|
||||
@main
|
||||
struct astraApp: App {
|
||||
var body: some Scene {
|
||||
WindowGroup {
|
||||
ContentView()
|
||||
}
|
||||
}
|
||||
}
|
||||
35
examples/astra/astraTests/astraTests.swift
Normal file
35
examples/astra/astraTests/astraTests.swift
Normal file
@@ -0,0 +1,35 @@
|
||||
//
|
||||
// astraTests.swift
|
||||
// astraTests
|
||||
//
|
||||
// Created by Alex on 18/08/2024.
|
||||
//
|
||||
|
||||
import XCTest
|
||||
|
||||
final class astraTests: XCTestCase {
|
||||
|
||||
override func setUpWithError() throws {
|
||||
// Put setup code here. This method is called before the invocation of each test method in the class.
|
||||
}
|
||||
|
||||
override func tearDownWithError() throws {
|
||||
// Put teardown code here. This method is called after the invocation of each test method in the class.
|
||||
}
|
||||
|
||||
func testExample() throws {
|
||||
// This is an example of a functional test case.
|
||||
// Use XCTAssert and related functions to verify your tests produce the correct results.
|
||||
// Any test you write for XCTest can be annotated as throws and async.
|
||||
// Mark your test throws to produce an unexpected failure when your test encounters an uncaught error.
|
||||
// Mark your test async to allow awaiting for asynchronous code to complete. Check the results with assertions afterwards.
|
||||
}
|
||||
|
||||
func testPerformanceExample() throws {
|
||||
// This is an example of a performance test case.
|
||||
measure {
|
||||
// Put the code you want to measure the time of here.
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
41
examples/astra/astraUITests/astraUITests.swift
Normal file
41
examples/astra/astraUITests/astraUITests.swift
Normal file
@@ -0,0 +1,41 @@
|
||||
//
|
||||
// astraUITests.swift
|
||||
// astraUITests
|
||||
//
|
||||
// Created by Alex on 18/08/2024.
|
||||
//
|
||||
|
||||
import XCTest
|
||||
|
||||
final class astraUITests: XCTestCase {
|
||||
|
||||
override func setUpWithError() throws {
|
||||
// Put setup code here. This method is called before the invocation of each test method in the class.
|
||||
|
||||
// In UI tests it is usually best to stop immediately when a failure occurs.
|
||||
continueAfterFailure = false
|
||||
|
||||
// In UI tests it’s important to set the initial state - such as interface orientation - required for your tests before they run. The setUp method is a good place to do this.
|
||||
}
|
||||
|
||||
override func tearDownWithError() throws {
|
||||
// Put teardown code here. This method is called after the invocation of each test method in the class.
|
||||
}
|
||||
|
||||
func testExample() throws {
|
||||
// UI tests must launch the application that they test.
|
||||
let app = XCUIApplication()
|
||||
app.launch()
|
||||
|
||||
// Use XCTAssert and related functions to verify your tests produce the correct results.
|
||||
}
|
||||
|
||||
func testLaunchPerformance() throws {
|
||||
if #available(macOS 10.15, iOS 13.0, tvOS 13.0, watchOS 7.0, *) {
|
||||
// This measures how long it takes to launch your application.
|
||||
measure(metrics: [XCTApplicationLaunchMetric()]) {
|
||||
XCUIApplication().launch()
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
32
examples/astra/astraUITests/astraUITestsLaunchTests.swift
Normal file
32
examples/astra/astraUITests/astraUITestsLaunchTests.swift
Normal file
@@ -0,0 +1,32 @@
|
||||
//
|
||||
// astraUITestsLaunchTests.swift
|
||||
// astraUITests
|
||||
//
|
||||
// Created by Alex on 18/08/2024.
|
||||
//
|
||||
|
||||
import XCTest
|
||||
|
||||
final class astraUITestsLaunchTests: XCTestCase {
|
||||
|
||||
override class var runsForEachTargetApplicationUIConfiguration: Bool {
|
||||
true
|
||||
}
|
||||
|
||||
override func setUpWithError() throws {
|
||||
continueAfterFailure = false
|
||||
}
|
||||
|
||||
func testLaunch() throws {
|
||||
let app = XCUIApplication()
|
||||
app.launch()
|
||||
|
||||
// Insert steps here to perform after app launch but before taking a screenshot,
|
||||
// such as logging into a test account or navigating somewhere in the app
|
||||
|
||||
let attachment = XCTAttachment(screenshot: app.screenshot())
|
||||
attachment.name = "Launch Screen"
|
||||
attachment.lifetime = .keepAlways
|
||||
add(attachment)
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user