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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-19 01:13:27 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-19 01:13:27 +0000 |
commit | 40a355a42d4a9444dc753c04c6608dade2f06a23 (patch) | |
tree | 871fc667d2de662f171103ce5ec067014ef85e61 /toolkit/components/ml/tests | |
parent | Adding upstream version 124.0.1. (diff) | |
download | firefox-40a355a42d4a9444dc753c04c6608dade2f06a23.tar.xz firefox-40a355a42d4a9444dc753c04c6608dade2f06a23.zip |
Adding upstream version 125.0.1.upstream/125.0.1
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'toolkit/components/ml/tests')
-rw-r--r-- | toolkit/components/ml/tests/browser/browser.toml | 5 | ||||
-rw-r--r-- | toolkit/components/ml/tests/browser/browser_ml_engine.js | 219 | ||||
-rw-r--r-- | toolkit/components/ml/tests/browser/head.js | 155 |
3 files changed, 379 insertions, 0 deletions
diff --git a/toolkit/components/ml/tests/browser/browser.toml b/toolkit/components/ml/tests/browser/browser.toml new file mode 100644 index 0000000000..9ccda0beaa --- /dev/null +++ b/toolkit/components/ml/tests/browser/browser.toml @@ -0,0 +1,5 @@ +[DEFAULT] +support-files = [ + "head.js", +] +["browser_ml_engine.js"] diff --git a/toolkit/components/ml/tests/browser/browser_ml_engine.js b/toolkit/components/ml/tests/browser/browser_ml_engine.js new file mode 100644 index 0000000000..6942809d6d --- /dev/null +++ b/toolkit/components/ml/tests/browser/browser_ml_engine.js @@ -0,0 +1,219 @@ +/* Any copyright is dedicated to the Public Domain. + http://creativecommons.org/publicdomain/zero/1.0/ */ + +"use strict"; + +/// <reference path="head.js" /> + +async function setup({ disabled = false, prefs = [] } = {}) { + const { removeMocks, remoteClients } = await createAndMockMLRemoteSettings({ + autoDownloadFromRemoteSettings: false, + }); + + await SpecialPowers.pushPrefEnv({ + set: [ + // Enabled by default. + ["browser.ml.enable", !disabled], + ["browser.ml.logLevel", "All"], + ...prefs, + ], + }); + + return { + remoteClients, + async cleanup() { + await removeMocks(); + await waitForCondition( + () => EngineProcess.areAllEnginesTerminated(), + "Waiting for all of the engines to be terminated.", + 100, + 200 + ); + }, + }; +} + +add_task(async function test_ml_engine_basics() { + const { cleanup, remoteClients } = await setup(); + + info("Get the engine process"); + const mlEngineParent = await EngineProcess.getMLEngineParent(); + + info("Get summarizer"); + const summarizer = mlEngineParent.getEngine( + "summarizer", + SummarizerModel.getModel + ); + + info("Run the summarizer"); + const summarizePromise = summarizer.run("This gets cut in half."); + + info("Wait for the pending downloads."); + await remoteClients.models.resolvePendingDownloads(1); + await remoteClients.wasm.resolvePendingDownloads(1); + + is( + await summarizePromise, + "This gets c", + "The text gets cut in half simulating summarizing" + ); + + ok( + !EngineProcess.areAllEnginesTerminated(), + "The engine process is still active." + ); + + await EngineProcess.destroyMLEngine(); + + await cleanup(); +}); + +add_task(async function test_ml_engine_model_rejection() { + const { cleanup, remoteClients } = await setup(); + + info("Get the engine process"); + const mlEngineParent = await EngineProcess.getMLEngineParent(); + + info("Get summarizer"); + const summarizer = mlEngineParent.getEngine( + "summarizer", + SummarizerModel.getModel + ); + + info("Run the summarizer"); + const summarizePromise = summarizer.run("This gets cut in half."); + + info("Wait for the pending downloads."); + await remoteClients.wasm.resolvePendingDownloads(1); + await remoteClients.models.rejectPendingDownloads(1); + + let error; + try { + await summarizePromise; + } catch (e) { + error = e; + } + is( + error?.message, + "Intentionally rejecting downloads.", + "The error is correctly surfaced." + ); + + await cleanup(); +}); + +add_task(async function test_ml_engine_wasm_rejection() { + const { cleanup, remoteClients } = await setup(); + + info("Get the engine process"); + const mlEngineParent = await EngineProcess.getMLEngineParent(); + + info("Get summarizer"); + const summarizer = mlEngineParent.getEngine( + "summarizer", + SummarizerModel.getModel + ); + + info("Run the summarizer"); + const summarizePromise = summarizer.run("This gets cut in half."); + + info("Wait for the pending downloads."); + await remoteClients.wasm.rejectPendingDownloads(1); + await remoteClients.models.resolvePendingDownloads(1); + + let error; + try { + await summarizePromise; + } catch (e) { + error = e; + } + is( + error?.message, + "Intentionally rejecting downloads.", + "The error is correctly surfaced." + ); + + await cleanup(); +}); + +/** + * Tests that the SummarizerModel's internal errors are correctly surfaced. + */ +add_task(async function test_ml_engine_model_error() { + const { cleanup, remoteClients } = await setup(); + + info("Get the engine process"); + const mlEngineParent = await EngineProcess.getMLEngineParent(); + + info("Get summarizer"); + const summarizer = mlEngineParent.getEngine( + "summarizer", + SummarizerModel.getModel + ); + + info("Run the summarizer with a throwing example."); + const summarizePromise = summarizer.run("throw"); + + info("Wait for the pending downloads."); + await remoteClients.wasm.resolvePendingDownloads(1); + await remoteClients.models.resolvePendingDownloads(1); + + let error; + try { + await summarizePromise; + } catch (e) { + error = e; + } + is( + error?.message, + 'Error: Received the message "throw", so intentionally throwing an error.', + "The error is correctly surfaced." + ); + + summarizer.terminate(); + + await cleanup(); +}); + +/** + * This test is really similar to the "basic" test, but tests manually destroying + * the summarizer. + */ +add_task(async function test_ml_engine_destruction() { + const { cleanup, remoteClients } = await setup(); + + info("Get the engine process"); + const mlEngineParent = await EngineProcess.getMLEngineParent(); + + info("Get summarizer"); + const summarizer = mlEngineParent.getEngine( + "summarizer", + SummarizerModel.getModel + ); + + info("Run the summarizer"); + const summarizePromise = summarizer.run("This gets cut in half."); + + info("Wait for the pending downloads."); + await remoteClients.models.resolvePendingDownloads(1); + await remoteClients.wasm.resolvePendingDownloads(1); + + is( + await summarizePromise, + "This gets c", + "The text gets cut in half simulating summarizing" + ); + + ok( + !EngineProcess.areAllEnginesTerminated(), + "The engine process is still active." + ); + + summarizer.terminate(); + + info( + "The summarizer is manually destroyed. The cleanup function should wait for the engine process to be destroyed." + ); + + await cleanup(); +}); diff --git a/toolkit/components/ml/tests/browser/head.js b/toolkit/components/ml/tests/browser/head.js new file mode 100644 index 0000000000..99d27ce18a --- /dev/null +++ b/toolkit/components/ml/tests/browser/head.js @@ -0,0 +1,155 @@ +/* Any copyright is dedicated to the Public Domain. + http://creativecommons.org/publicdomain/zero/1.0/ */ + +/// <reference path="../../../../../toolkit/components/translations/tests/browser/shared-head.js" /> + +"use strict"; + +/** + * @type {import("../../content/SummarizerModel.sys.mjs")} + */ +const { SummarizerModel } = ChromeUtils.importESModule( + "chrome://global/content/ml/SummarizerModel.sys.mjs" +); + +/** + * @type {import("../../actors/MLEngineParent.sys.mjs")} + */ +const { MLEngineParent } = ChromeUtils.importESModule( + "resource://gre/actors/MLEngineParent.sys.mjs" +); + +// This test suite shares some utility functions with translations as they work in a very +// similar fashion. Eventually, the plan is to unify these two components. +Services.scriptloader.loadSubScript( + "chrome://mochitests/content/browser/toolkit/components/translations/tests/browser/shared-head.js", + this +); + +function getDefaultModelRecords() { + return [ + { + name: "summarizer-model", + version: SummarizerModel.MODEL_MAJOR_VERSION + ".0", + }, + ]; +} + +function getDefaultWasmRecords() { + return [ + { + name: "inference-engine", + version: MLEngineParent.WASM_MAJOR_VERSION + ".0", + }, + ]; +} + +/** + * Creates a local RemoteSettingsClient for use within tests. + * + * @param {boolean} autoDownloadFromRemoteSettings + * @param {object[]} models + * @returns {AttachmentMock} + */ +async function createMLModelsRemoteClient( + autoDownloadFromRemoteSettings, + models = getDefaultModelRecords() +) { + const { RemoteSettings } = ChromeUtils.importESModule( + "resource://services-settings/remote-settings.sys.mjs" + ); + const mockedCollectionName = "test-ml-models"; + const client = RemoteSettings( + `${mockedCollectionName}-${_remoteSettingsMockId++}` + ); + const metadata = {}; + await client.db.clear(); + await client.db.importChanges( + metadata, + Date.now(), + models.map(({ name, version }) => ({ + id: crypto.randomUUID(), + name, + version, + last_modified: Date.now(), + schema: Date.now(), + attachment: { + hash: `${crypto.randomUUID()}`, + size: `123`, + filename: name, + location: `main-workspace/ml-models/${crypto.randomUUID()}.bin`, + mimetype: "application/octet-stream", + }, + })) + ); + + return createAttachmentMock( + client, + mockedCollectionName, + autoDownloadFromRemoteSettings + ); +} + +async function createAndMockMLRemoteSettings({ + models = getDefaultModelRecords(), + autoDownloadFromRemoteSettings = false, +} = {}) { + const remoteClients = { + models: await createMLModelsRemoteClient( + autoDownloadFromRemoteSettings, + models + ), + wasm: await createMLWasmRemoteClient(autoDownloadFromRemoteSettings), + }; + + MLEngineParent.mockRemoteSettings(remoteClients.wasm.client); + SummarizerModel.mockRemoteSettings(remoteClients.models.client); + + return { + async removeMocks() { + await remoteClients.models.client.attachments.deleteAll(); + await remoteClients.models.client.db.clear(); + await remoteClients.wasm.client.attachments.deleteAll(); + await remoteClients.wasm.client.db.clear(); + + MLEngineParent.removeMocks(); + SummarizerModel.removeMocks(); + }, + remoteClients, + }; +} + +/** + * Creates a local RemoteSettingsClient for use within tests. + * + * @param {boolean} autoDownloadFromRemoteSettings + * @returns {AttachmentMock} + */ +async function createMLWasmRemoteClient(autoDownloadFromRemoteSettings) { + const { RemoteSettings } = ChromeUtils.importESModule( + "resource://services-settings/remote-settings.sys.mjs" + ); + const mockedCollectionName = "test-translation-wasm"; + const client = RemoteSettings( + `${mockedCollectionName}-${_remoteSettingsMockId++}` + ); + const metadata = {}; + await client.db.clear(); + await client.db.importChanges( + metadata, + Date.now(), + getDefaultWasmRecords().map(({ name, version }) => ({ + id: crypto.randomUUID(), + name, + version, + last_modified: Date.now(), + schema: Date.now(), + })) + ); + + return createAttachmentMock( + client, + mockedCollectionName, + autoDownloadFromRemoteSettings + ); +} |