Files
firebase-ios-sdk/FirebaseMLModelDownloader/Tests/Integration/ModelDownloaderIntegrationTests.swift
T
manjanac f6e61e36c1 Logical checkpoint of ModelDownloader implementation (#7259)
* Restores ML Pods after M77.

* Fix Package.swift

* Re-add catalyst to GHA workflow.

* Includes the implementation of: 1) download types, 2) list models, 3) delete model.

* Add protocol to handle writing to user defaults.

* Add protocol to handle writing to user defaults.

* Add empty init to ModelDownloadConditions.

* Copyright year + other minor fixes.

* TODO to use FirebaseApp internal init for test app.

* Test if download progress is in range.

* Remove not nil test for progress.

* Remove not nil test for progress.
2021-01-07 14:54:12 -08:00

366 lines
12 KiB
Swift

// Copyright 2021 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
import XCTest
@testable import FirebaseCore
@testable import FirebaseInstallations
@testable import FirebaseMLModelDownloader
extension UserDefaults {
/// Returns a new cleared instance of user defaults.
static func createTestInstance(testName: String) -> UserDefaults {
let suiteName = "com.google.firebase.ml.test.\(testName)"
// TODO: reconsider force unwrapping
let defaults = UserDefaults(suiteName: suiteName)!
defaults.removePersistentDomain(forName: suiteName)
return defaults
}
/// Returns the existing user defaults instance.
static func getTestInstance(testName: String) -> UserDefaults {
let suiteName = "com.google.firebase.ml.test.\(testName)"
// TODO: reconsider force unwrapping
return UserDefaults(suiteName: suiteName)!
}
}
// TODO: Use FirebaseApp internal init for testApp
final class ModelDownloaderIntegrationTests: XCTestCase {
override class func setUp() {
super.setUp()
let bundle = Bundle(for: self)
if let plistPath = bundle.path(forResource: "GoogleService-Info", ofType: "plist"),
let options = FirebaseOptions(contentsOfFile: plistPath) {
FirebaseApp.configure(options: options)
} else {
XCTFail("Could not locate GoogleService-Info.plist.")
}
}
/// Test to download model info - makes an actual network call.
func testDownloadModelInfo() {
guard let testApp = FirebaseApp.app() else {
XCTFail("Default app was not configured.")
return
}
let testModelName = "pose-detection"
let modelInfoRetriever = ModelInfoRetriever(
modelName: testModelName,
options: testApp.options,
installations: Installations.installations(app: testApp),
appName: testApp.name
)
let downloadExpectation = expectation(description: "Wait for model info to download.")
modelInfoRetriever.downloadModelInfo(completion: { result in
switch result {
case let .success(modelInfoResult):
switch modelInfoResult {
case let .modelInfo(modelInfo):
XCTAssertGreaterThan(modelInfo.downloadURL.absoluteString.count, 0)
XCTAssertGreaterThan(modelInfo.modelHash.count, 0)
XCTAssertGreaterThan(modelInfo.size, 0)
let localModelInfo = LocalModelInfo(from: modelInfo, path: "mock-valid-path")
localModelInfo.writeToDefaults(
.createTestInstance(testName: #function),
appName: testApp.name
)
case .notModified:
XCTFail("Failed to retrieve model info.")
}
case let .failure(error):
XCTAssertNotNil(error)
XCTFail("Failed to retrieve model info - \(error)")
}
downloadExpectation.fulfill()
})
waitForExpectations(timeout: 5, handler: nil)
if let localInfo = LocalModelInfo(
fromDefaults: .getTestInstance(testName: #function),
name: testModelName,
appName: testApp.name
) {
XCTAssertNotNil(localInfo)
testRetrieveModelInfo(localInfo: localInfo)
} else {
XCTFail("Could not save model info locally.")
}
}
func testRetrieveModelInfo(localInfo: LocalModelInfo) {
guard let testApp = FirebaseApp.app() else {
XCTFail("Default app was not configured.")
return
}
let testModelName = "pose-detection"
let modelInfoRetriever = ModelInfoRetriever(
modelName: testModelName,
options: testApp.options,
installations: Installations.installations(app: testApp),
appName: testApp.name,
localModelInfo: localInfo
)
// TODO: This check seems to be flaky.
let retrieveExpectation = expectation(description: "Wait for model info to be retrieved.")
modelInfoRetriever.downloadModelInfo(completion: { result in
switch result {
case let .success(modelInfoResult):
switch modelInfoResult {
case .modelInfo:
XCTFail("Local model info is already the latest and should not be set again.")
case .notModified: break
}
case let .failure(error):
XCTAssertNotNil(error)
XCTFail("Failed to retrieve model info - \(error)")
}
retrieveExpectation.fulfill()
})
waitForExpectations(timeout: 5, handler: nil)
}
/// Test to download model file - makes an actual network call.
func testResumeModelDownload() throws {
guard let testApp = FirebaseApp.app() else {
XCTFail("Default app was not configured.")
return
}
let functionName = #function.dropLast(2)
let testModelName = "\(functionName)-test-model"
let urlString =
"https://tfhub.dev/tensorflow/lite-model/ssd_mobilenet_v1/1/metadata/1?lite-format=tflite"
let url = URL(string: urlString)!
let remoteModelInfo = RemoteModelInfo(
name: testModelName,
downloadURL: url,
modelHash: "mock-valid-hash",
size: 10
)
let expectation = self.expectation(description: "Wait for model to download.")
let modelDownloadManager = ModelDownloadTask(
remoteModelInfo: remoteModelInfo,
appName: testApp.name,
defaults: .createTestInstance(testName: #function),
progressHandler: { progress in
XCTAssertLessThanOrEqual(progress, 1)
XCTAssertGreaterThanOrEqual(progress, 0)
}
) { result in
switch result {
case let .success(model):
guard let modelPath = URL(string: model.path) else {
XCTFail("Invalid or empty model path.")
return
}
XCTAssertTrue(ModelFileManager.isFileReachable(at: modelPath))
/// Remove downloaded model file.
do {
try ModelFileManager.removeFile(at: modelPath)
} catch {
XCTFail("Model removal failed - \(error)")
}
case let .failure(error):
XCTFail("Error: \(error)")
}
expectation.fulfill()
}
modelDownloadManager.resumeModelDownload()
waitForExpectations(timeout: 5, handler: nil)
XCTAssertEqual(modelDownloadManager.downloadStatus, .completed)
}
func testGetModel() {
guard let testApp = FirebaseApp.app() else {
XCTFail("Default app was not configured.")
return
}
let testName = "model-downloader-test"
let testModelName = "image-classification"
let conditions = ModelDownloadConditions()
let modelDownloader = ModelDownloader.modelDownloaderWithDefaults(
.createTestInstance(testName: testName),
app: testApp
)
/// Test download type - latest model.
var downloadType: ModelDownloadType = .latestModel
let latestModelExpectation = expectation(description: "Get latest model.")
modelDownloader.getModel(
name: testModelName,
downloadType: downloadType,
conditions: conditions,
progressHandler: { progress in
XCTAssertLessThanOrEqual(progress, 1)
XCTAssertGreaterThanOrEqual(progress, 0)
}
) { result in
switch result {
case let .success(model):
XCTAssertNotNil(model.path)
guard let filePath = URL(string: model.path) else {
XCTFail("Invalid model path.")
return
}
XCTAssertTrue(ModelFileManager.isFileReachable(at: filePath))
case let .failure(error):
XCTFail("Failed to download model - \(error)")
}
latestModelExpectation.fulfill()
}
waitForExpectations(timeout: 5, handler: nil)
/// Test download type - local model.
downloadType = .localModel
let localModelExpectation = expectation(description: "Get local model.")
modelDownloader.getModel(
name: testModelName,
downloadType: downloadType,
conditions: conditions,
progressHandler: { progress in
XCTFail("Model is already available on device.")
}
) { result in
switch result {
case let .success(model):
XCTAssertNotNil(model.path)
guard let filePath = URL(string: model.path) else {
XCTFail("Invalid model path.")
return
}
XCTAssertTrue(ModelFileManager.isFileReachable(at: filePath))
case let .failure(error):
XCTFail("Failed to download model - \(error)")
}
localModelExpectation.fulfill()
}
waitForExpectations(timeout: 5, handler: nil)
/// Test download type - local model update in background.
downloadType = .localModelUpdateInBackground
let backgroundModelExpectation =
expectation(description: "Get local model and update in background.")
modelDownloader.getModel(
name: testModelName,
downloadType: downloadType,
conditions: conditions,
progressHandler: { progress in
XCTFail("Model is already available on device.")
}
) { result in
switch result {
case let .success(model):
XCTAssertNotNil(model.path)
guard let filePath = URL(string: model.path) else {
XCTFail("Invalid model path.")
return
}
XCTAssertTrue(ModelFileManager.isFileReachable(at: filePath))
case let .failure(error):
XCTFail("Failed to download model - \(error)")
}
backgroundModelExpectation.fulfill()
}
waitForExpectations(timeout: 5, handler: nil)
}
/// Delete previously downloaded model.
func testDeleteModel() {
guard let testApp = FirebaseApp.app() else {
XCTFail("Default app was not configured.")
return
}
let testName = "model-downloader-test"
let testModelName = "pose-detection"
let conditions = ModelDownloadConditions()
let modelDownloader = ModelDownloader.modelDownloaderWithDefaults(
.getTestInstance(testName: testName),
app: testApp
)
let downloadType: ModelDownloadType = .latestModel
let latestModelExpectation = expectation(description: "Get latest model.")
modelDownloader.getModel(
name: testModelName,
downloadType: downloadType,
conditions: conditions,
progressHandler: { progress in
XCTAssertLessThanOrEqual(progress, 1)
XCTAssertGreaterThanOrEqual(progress, 0)
}
) { result in
switch result {
case let .success(model):
XCTAssertNotNil(model.path)
guard let filePath = URL(string: model.path) else {
XCTFail("Invalid model path.")
return
}
XCTAssertTrue(ModelFileManager.isFileReachable(at: filePath))
case let .failure(error):
XCTFail("Failed to download model - \(error)")
}
latestModelExpectation.fulfill()
}
waitForExpectations(timeout: 5, handler: nil)
modelDownloader.deleteDownloadedModel(name: testModelName) { result in
switch result {
case .success: break
case let .failure(error):
XCTFail("Failed to delete model - \(error)")
}
}
}
/// Test listing models in model directory.
func testListModels() {
guard let testApp = FirebaseApp.app() else {
XCTFail("Default app was not configured.")
return
}
let testName = "model-downloader-test"
let modelDownloader = ModelDownloader.modelDownloaderWithDefaults(
.getTestInstance(testName: testName),
app: testApp
)
modelDownloader.listDownloadedModels { result in
switch result {
case let .success(models):
XCTAssertGreaterThan(models.count, 0)
case let .failure(error):
XCTFail("Failed to list models - \(error)")
}
}
}
}