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We sync the spam training data encrypted through our server to make sure that all clients for a specific user behave the same when classifying mails. Additionally, this enables the spam classification in the webApp. We compress the training data vectors (see clientSpamTrainingDatum) before uploading to our server using SparseVectorCompressor.ts. When a user has the ClientSpamClassification enabled, the spam training data sync will happen for every mail received. ClientSpamTrainingDatum are not stored in the CacheStorage. No entityEvents are emitted for this type. However, we retrieve creations and updates for ClientSpamTrainingData through the modifiedClientSpamTrainingDataIndex. We calculate a threshold per classifier based on the dataset ham to spam ratio, we also subsample our training data to cap the ham to spam ratio within a certain limit. Co-authored-by: jomapp <17314077+jomapp@users.noreply.github.com> Co-authored-by: das <das@tutao.de> Co-authored-by: abp <abp@tutao.de> Co-authored-by: Kinan <104761667+kibibytium@users.noreply.github.com> Co-authored-by: sug <sug@tutao.de> Co-authored-by: nif <nif@tutao.de> Co-authored-by: map <mpfau@users.noreply.github.com>
534 lines
19 KiB
TypeScript
534 lines
19 KiB
TypeScript
import o from "@tutao/otest"
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import { MailListModel } from "../../../../src/mail-app/mail/model/MailListModel"
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import {
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createMailSetEntry,
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Mail,
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MailboxGroupRootTypeRef,
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MailBoxTypeRef,
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MailFolder,
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MailFolderTypeRef,
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MailSetEntry,
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MailSetEntryTypeRef,
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MailTypeRef,
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} from "../../../../src/common/api/entities/tutanota/TypeRefs"
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import { matchers, object, verify, when } from "testdouble"
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import { ConversationPrefProvider } from "../../../../src/mail-app/mail/view/ConversationViewModel"
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import { EntityClient } from "../../../../src/common/api/common/EntityClient"
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import { MailModel } from "../../../../src/mail-app/mail/model/MailModel"
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import { ExposedCacheStorage } from "../../../../src/common/api/worker/rest/DefaultEntityRestCache"
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import { MailSetKind, OperationType } from "../../../../src/common/api/common/TutanotaConstants"
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import {
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constructMailSetEntryId,
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CUSTOM_MAX_ID,
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deconstructMailSetEntryId,
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elementIdPart,
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GENERATED_MAX_ID,
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getElementId,
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getListId,
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isSameId,
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listIdPart,
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} from "../../../../src/common/api/common/utils/EntityUtils"
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import { PageSize } from "../../../../src/common/gui/base/ListUtils"
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import { createTestEntity } from "../../TestUtils"
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import { EntityUpdateData, PrefetchStatus } from "../../../../src/common/api/common/utils/EntityUpdateUtils"
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import { MailboxDetail } from "../../../../src/common/mailFunctionality/MailboxModel"
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import { GroupInfoTypeRef, GroupTypeRef } from "../../../../src/common/api/entities/sys/TypeRefs"
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import { ConnectionError } from "../../../../src/common/api/common/error/RestError"
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import { clamp, pad } from "@tutao/tutanota-utils"
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import { LoadedMail } from "../../../../src/mail-app/mail/model/MailSetListModel"
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import { getMailFilterForType, MailFilterType } from "../../../../src/mail-app/mail/view/MailViewerUtils"
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import { theme } from "../../../../src/common/gui/theme.js"
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import { ProcessInboxHandler } from "../../../../src/mail-app/mail/model/ProcessInboxHandler"
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import { FolderSystem } from "../../../../src/common/api/common/mail/FolderSystem"
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o.spec("MailListModel", () => {
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let model: MailListModel
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const mailboxDetail: MailboxDetail = {
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mailbox: createTestEntity(MailBoxTypeRef),
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mailGroupInfo: createTestEntity(GroupInfoTypeRef),
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mailGroup: createTestEntity(GroupTypeRef),
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mailboxGroupRoot: createTestEntity(MailboxGroupRootTypeRef),
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}
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const noPatchesAndInstance: Pick<EntityUpdateData, "instance" | "patches"> = {
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instance: null,
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patches: null,
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}
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const mailSetEntriesListId = "entries"
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const _ownerGroup = "me"
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const labels: MailFolder[] = [
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createTestEntity(MailFolderTypeRef, {
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_id: ["mailFolderList", "tutaPrimary"],
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color: theme.primary,
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folderType: MailSetKind.LABEL,
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name: "Tuta Primary Label",
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parentFolder: null,
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}),
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createTestEntity(MailFolderTypeRef, {
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_id: ["mailFolderList", "tutaSecondary"],
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color: theme.secondary,
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folderType: MailSetKind.LABEL,
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name: "Tuta Secondary Label",
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parentFolder: null,
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}),
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]
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let mailSet: MailFolder
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let conversationPrefProvider: ConversationPrefProvider
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let entityClient: EntityClient
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let mailModel: MailModel
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let processInboxHandler: ProcessInboxHandler
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let cacheStorage: ExposedCacheStorage
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o.beforeEach(() => {
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mailSet = createTestEntity(MailFolderTypeRef, {
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_id: ["mailFolderList", "mailFolderId"],
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folderType: MailSetKind.CUSTOM,
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name: "My Folder",
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entries: mailSetEntriesListId,
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parentFolder: null,
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})
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conversationPrefProvider = object()
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entityClient = object()
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mailModel = object()
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processInboxHandler = object()
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cacheStorage = object()
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model = new MailListModel(mailSet, conversationPrefProvider, entityClient, mailModel, processInboxHandler, cacheStorage)
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when(mailModel.getMailboxDetailsForMailFolder(mailSet)).thenResolve(mailboxDetail)
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const folderSystem: FolderSystem = object()
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when(mailModel.getFolderSystemByGroupId(matchers.anything())).thenReturn(folderSystem)
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})
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// Care has to be ensured for generating mail set entry IDs as we depend on real mail set ID decoding, thus we have
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// some helper methods for generating IDs for these tests.
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function makeMailId(index: number): IdTuple {
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const mailBag = index % 10
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return [`${mailBag}`, pad(index, GENERATED_MAX_ID.length)]
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}
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function makeMailSetElementId(index: number): Id {
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return constructMailSetEntryId(new Date(index * 100), elementIdPart(makeMailId(index)))
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}
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function mailSetElementIdToIndex(mailSetElementId: Id): number {
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return Number(deconstructMailSetEntryId(mailSetElementId).mailId)
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}
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async function setUpTestData(
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count: number,
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initialLabels: MailFolder[],
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offline: boolean,
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mailTemplate: (idx: number) => Mail = (idx) =>
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createTestEntity(MailTypeRef, {
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_id: makeMailId(idx),
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sets: [mailSet._id, ...initialLabels.map((l) => l._id)],
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}),
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) {
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const mailSetEntries: MailSetEntry[] = []
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const mailBags: Mail[][] = [[], [], [], [], [], [], [], [], [], []]
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for (let i = 0; i < count; i++) {
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const mailBag = i % mailBags.length
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const mail = mailTemplate(i)
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mailBags[mailBag].push(mail)
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mailSetEntries.push(
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createMailSetEntry({
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_id: [mailSetEntriesListId, makeMailSetElementId(i)],
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_ownerGroup,
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_permissions: "1234",
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mail: mail._id,
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}),
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)
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}
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when(mailModel.getLabelsForMail(matchers.anything())).thenDo((mail: Mail) => {
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const sets: MailFolder[] = []
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for (const set of mail.sets) {
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const setToAdd = labels.find((label) => isSameId(label._id, set))
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if (setToAdd) {
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sets.push(setToAdd)
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}
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}
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return sets
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})
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// Ensures elements are loaded from the array in reverse order
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async function getMailSetEntryMock(_mailSetEntry: any, _listId: Id, startingId: Id, count: number, _reverse: boolean): Promise<MailSetEntry[]> {
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let endingIndex: number
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if (startingId === CUSTOM_MAX_ID) {
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endingIndex = mailSetEntries.length
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} else {
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endingIndex = mailSetElementIdToIndex(startingId)
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}
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endingIndex = clamp(endingIndex, 0, mailSetEntries.length)
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const startingIndex = clamp(endingIndex - count, 0, endingIndex)
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return mailSetEntries.slice(startingIndex, endingIndex).reverse()
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}
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async function getMailsMock(_mailTypeRef: any, mailBag: string, elements: Id[]): Promise<Mail[]> {
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const mailsInMailBag = mailBags[Number(mailBag)] ?? []
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return mailsInMailBag.filter((mail) => elements.includes(getElementId(mail)))
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}
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when(cacheStorage.provideFromRange(MailSetEntryTypeRef, mailSetEntriesListId, matchers.anything(), matchers.anything(), true)).thenDo(
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getMailSetEntryMock,
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)
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when(cacheStorage.provideMultiple(MailTypeRef, matchers.anything(), matchers.anything())).thenDo(getMailsMock)
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if (offline) {
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when(entityClient.loadRange(matchers.anything(), matchers.anything(), matchers.anything(), matchers.anything(), matchers.anything())).thenReject(
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new ConnectionError("sorry we are offline"),
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)
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when(entityClient.loadMultiple(matchers.anything(), matchers.anything(), matchers.anything(), matchers.anything())).thenReject(
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new ConnectionError("sorry we are offline"),
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)
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} else {
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when(entityClient.loadRange(MailSetEntryTypeRef, mailSetEntriesListId, matchers.anything(), matchers.anything(), true)).thenDo(getMailSetEntryMock)
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when(entityClient.loadMultiple(MailTypeRef, matchers.anything(), matchers.anything())).thenDo(getMailsMock)
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}
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}
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o.test("loads PageSize items and sets labels correctly", async () => {
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await setUpTestData(PageSize, labels, false)
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await model.loadInitial()
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o(model.items.length).equals(PageSize)
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for (const mail of model.items) {
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o(model.getLabelsForMail(mail)).deepEquals(labels)
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}
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verify(cacheStorage.provideFromRange(MailSetEntryTypeRef, mailSetEntriesListId, CUSTOM_MAX_ID, PageSize, true), {
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times: 0,
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})
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verify(mailModel.getMailboxDetailsForMailFolder(matchers.anything()), {
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times: 0,
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})
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verify(processInboxHandler.handleIncomingMail(matchers.anything(), matchers.anything(), matchers.anything(), matchers.anything()), {
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times: 0,
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})
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})
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o.test("loads PageSize items while offline and sets labels correctly", async () => {
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await setUpTestData(PageSize, labels, true)
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await model.loadInitial()
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o(model.items.length).equals(PageSize)
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for (const mail of model.items) {
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o(model.getLabelsForMail(mail)).deepEquals(labels)
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}
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verify(cacheStorage.provideFromRange(MailSetEntryTypeRef, mailSetEntriesListId, CUSTOM_MAX_ID, PageSize, true), {
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times: 1,
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})
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verify(mailModel.getMailboxDetailsForMailFolder(matchers.anything()), {
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times: 0,
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})
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verify(processInboxHandler.handleIncomingMail(matchers.anything(), matchers.anything(), matchers.anything(), matchers.anything()), {
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times: 0,
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})
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})
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o.test("applies inbox rules if inbox", async () => {
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mailSet.folderType = MailSetKind.INBOX
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when(
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processInboxHandler.handleIncomingMail(
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matchers.argThat((mail: Mail) => isSameId(mail._id, makeMailId(25))),
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matchers.anything(),
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matchers.anything(),
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matchers.anything(),
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),
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).thenResolve({ folderType: MailSetKind.SPAM })
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when(
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processInboxHandler.handleIncomingMail(
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matchers.argThat((mail: Mail) => !isSameId(mail._id, makeMailId(25))),
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matchers.anything(),
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matchers.anything(),
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matchers.anything(),
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),
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).thenResolve({ folderType: MailSetKind.INBOX })
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await setUpTestData(PageSize, labels, false)
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await model.loadInitial()
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o(model.items.length).equals(PageSize - 1)
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for (const mail of model.items) {
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o(model.getLabelsForMail(mail)).deepEquals(labels)
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}
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verify(cacheStorage.provideFromRange(MailSetEntryTypeRef, mailSetEntriesListId, CUSTOM_MAX_ID, PageSize, true), {
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times: 0,
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})
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verify(mailModel.getMailboxDetailsForMailFolder(matchers.anything()), {
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times: 1,
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})
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verify(processInboxHandler.handleIncomingMail(matchers.anything(), matchers.anything(), matchers.anything(), matchers.anything()), {
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times: 100,
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})
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})
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o.test("loadMore eventually loads more mails", async () => {
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const pages = 5
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await setUpTestData(PageSize * pages, labels, false)
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await model.loadInitial() // will have the first page loaded
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const unloadedMail = elementIdPart(makeMailId(1)) // a mail that will be on the bottom of the list
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// This mail is not loaded until we load a few more pages.
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for (let loadedPageCount = 1; loadedPageCount < pages; loadedPageCount++) {
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o(model.items.length).equals(PageSize * loadedPageCount)
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const mail = model.getMail(unloadedMail)
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o(mail).equals(null)
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await model.loadMore()
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}
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// Everything is loaded including that mail we wanted from before
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o(model.items.length).equals(PageSize * pages)
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const mail = model.getMail(unloadedMail)
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o(mail).notEquals(null)
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})
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o.test("loadAndSelect selects by mail id", async () => {
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await setUpTestData(PageSize * 5, labels, false)
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await model.loadInitial() // will have the first page loaded
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// This mail is not loaded yet.
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const unloadedMail = elementIdPart(makeMailId(1)) // a mail that will be on the bottom of the list
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const mail = model.getMail(unloadedMail)
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o(mail).equals(null)
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// Should now be loaded
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const loadedMail = await model.loadAndSelect(unloadedMail, () => false)
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o(loadedMail).notEquals(null)
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o(loadedMail).equals(model.getMail(unloadedMail))
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})
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o.spec("filters", () => {
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o.test("with empty filter list it returns all items", async () => {
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await setUpTestData(4, [], false)
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await model.loadInitial()
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model.setFilter([])
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o.check(model.mails.length).equals(4)
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})
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o.test("with single filter it returns matching items only", async () => {
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await setUpTestData(4, [], false, (idx) =>
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createTestEntity(MailTypeRef, {
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_id: makeMailId(idx),
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unread: idx % 2 === 0,
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}),
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)
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await model.loadInitial()
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model.setFilter([getMailFilterForType(MailFilterType.Unread)])
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o.check(model.mails.map(getElementId)).deepEquals([pad(2, GENERATED_MAX_ID.length), pad(0, GENERATED_MAX_ID.length)])
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})
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o.test("with composite filter it returns matching items only", async () => {
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await setUpTestData(4, [], false, (idx) =>
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createTestEntity(MailTypeRef, {
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_id: makeMailId(idx),
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unread: idx % 2 === 0,
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attachments: idx === 2 ? [["attachListId", "attachElemId"]] : [],
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}),
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)
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await model.loadInitial()
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model.setFilter([getMailFilterForType(MailFilterType.Unread), getMailFilterForType(MailFilterType.WithAttachments)])
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o.check(model.mails.map(getElementId)).deepEquals([pad(2, GENERATED_MAX_ID.length)])
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})
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})
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o.spec("handleEntityUpdate", () => {
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o.test("mailset update updates labels", async () => {
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await setUpTestData(PageSize, [labels[0]], false)
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await model.loadInitial()
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// Overwrite one of the mails inside the list so it has both labels
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const someIndex = 50 // a random number
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const someMail: LoadedMail = {
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...model._loadedMails()[someIndex],
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labels: [labels[0], labels[1]],
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}
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someMail.mail.sets.push(labels[1]._id)
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model._updateSingleMail(someMail)
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o(model.getLabelsForMail(someMail.mail)[1]).deepEquals(labels[1])
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// Change one of the labels (but not inside the mail we just updated)
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labels[1] = {
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...labels[1],
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name: "Mint",
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color: "#00FFAA",
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}
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o(model.getLabelsForMail(someMail.mail)[1]).notDeepEquals(labels[1])
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const entityUpdateData: EntityUpdateData = {
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typeRef: MailFolderTypeRef,
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instanceListId: getListId(labels[1]) as NonEmptyString,
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instanceId: getElementId(labels[1]),
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operation: OperationType.DELETE,
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...noPatchesAndInstance,
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prefetchStatus: PrefetchStatus.NotPrefetched,
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}
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entityUpdateData.operation = OperationType.UPDATE
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await model.handleEntityUpdate(entityUpdateData)
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o(model.getLabelsForMail(someMail.mail)[1]).deepEquals(labels[1])
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// verify getLabelsForMail call times (someMail was queried twice, but other mails only once)
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verify(mailModel.getLabelsForMail(someMail.mail), { times: 2 })
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verify(mailModel.getLabelsForMail(model.items[someIndex + 1]), { times: 1 })
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})
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o.test("mailset delete does nothing", async () => {
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await setUpTestData(PageSize, [labels[0]], false)
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await model.loadInitial()
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const entityUpdateData: EntityUpdateData = {
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typeRef: MailFolderTypeRef,
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instanceListId: getListId(labels[1]) as NonEmptyString,
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instanceId: getElementId(labels[1]),
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operation: OperationType.DELETE,
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...noPatchesAndInstance,
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prefetchStatus: PrefetchStatus.NotPrefetched,
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}
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entityUpdateData.operation = OperationType.DELETE
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await model.handleEntityUpdate(entityUpdateData)
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o(model.items.length).equals(PageSize)
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})
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o.test("deleting a mail set entry", async () => {
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await setUpTestData(PageSize, labels, false)
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await model.loadInitial()
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const someIndex = 22 // a random number
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const someMail = model._loadedMails()[someIndex]
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const entityUpdateData: EntityUpdateData = {
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typeRef: MailSetEntryTypeRef,
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instanceListId: listIdPart(someMail.mailSetEntryId) as NonEmptyString,
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instanceId: elementIdPart(someMail.mailSetEntryId),
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operation: OperationType.DELETE,
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...noPatchesAndInstance,
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prefetchStatus: PrefetchStatus.NotPrefetched,
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}
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const oldItems = model.items
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const newItems = [...oldItems]
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newItems.splice(someIndex, 1)
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o(model.items).deepEquals(oldItems)
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await model.handleEntityUpdate(entityUpdateData)
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o(model.items).deepEquals(newItems)
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o(model.getMail(getElementId(someMail.mail))).equals(null)
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})
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function createInsertedMail(forEntries: Id): {
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mail: Mail
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mailSetEntry: MailSetEntry
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entityUpdateData: EntityUpdateData
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mailLabels: MailFolder[]
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} {
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const newMail = createTestEntity(MailTypeRef, {
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_id: ["new mail!!!", "the mail!!!"],
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sets: [mailSet._id, labels[1]._id],
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})
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const newEntry = createMailSetEntry({
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_id: [forEntries, CUSTOM_MAX_ID],
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mail: newMail._id,
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})
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const entityUpdateData: EntityUpdateData = {
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typeRef: MailSetEntryTypeRef,
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instanceListId: getListId(newEntry) as NonEmptyString,
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instanceId: getElementId(newEntry),
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operation: OperationType.CREATE,
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...noPatchesAndInstance,
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prefetchStatus: PrefetchStatus.NotPrefetched,
|
|
}
|
|
|
|
when(entityClient.load(MailSetEntryTypeRef, newEntry._id)).thenResolve(newEntry)
|
|
when(entityClient.loadMultiple(MailTypeRef, getListId(newMail), [getElementId(newMail)])).thenResolve([newMail])
|
|
|
|
return {
|
|
mail: newMail,
|
|
mailSetEntry: newEntry,
|
|
entityUpdateData,
|
|
mailLabels: [labels[1]],
|
|
}
|
|
}
|
|
|
|
o.test("creating a mail set entry of the same set adds the element", async () => {
|
|
await setUpTestData(PageSize, labels, false)
|
|
await model.loadInitial()
|
|
const { mail, entityUpdateData, mailLabels } = createInsertedMail(mailSet.entries)
|
|
|
|
const oldItems = model.items
|
|
const newItems = [mail, ...oldItems]
|
|
|
|
o(model.items).deepEquals(oldItems)
|
|
await model.handleEntityUpdate(entityUpdateData)
|
|
o(model.items).deepEquals(newItems)
|
|
o(model.getMail(getElementId(mail))).deepEquals(mail)
|
|
o(model.getLabelsForMail(mail)).deepEquals(mailLabels)
|
|
})
|
|
|
|
o.test("creating a mail set entry in a different set does nothing", async () => {
|
|
await setUpTestData(PageSize, labels, false)
|
|
await model.loadInitial()
|
|
const { mail, entityUpdateData } = createInsertedMail("something else")
|
|
|
|
const oldItems = model.items
|
|
const newItems = [...oldItems]
|
|
|
|
o(model.items).deepEquals(oldItems)
|
|
await model.handleEntityUpdate(entityUpdateData)
|
|
o(model.items).deepEquals(newItems)
|
|
o(model.getMail(getElementId(mail))).equals(null)
|
|
})
|
|
|
|
o.test("updating a mail updates the contents", async () => {
|
|
await setUpTestData(PageSize, labels, false)
|
|
await model.loadInitial()
|
|
const mail = { ...model.items[2] }
|
|
mail.subject = "hey it's a subject"
|
|
mail.sets = [mailSet._id] // remove all labels
|
|
|
|
const entityUpdateData: EntityUpdateData = {
|
|
typeRef: MailTypeRef,
|
|
instanceListId: getListId(mail) as NonEmptyString,
|
|
instanceId: getElementId(mail),
|
|
operation: OperationType.UPDATE,
|
|
...noPatchesAndInstance,
|
|
prefetchStatus: PrefetchStatus.NotPrefetched,
|
|
}
|
|
when(entityClient.load(MailTypeRef, mail._id)).thenResolve(mail)
|
|
|
|
entityUpdateData.operation = OperationType.UPDATE
|
|
await model.handleEntityUpdate(entityUpdateData)
|
|
o(model.getMail(getElementId(mail))).deepEquals(mail)
|
|
o(model.getLabelsForMail(mail)).deepEquals([])
|
|
})
|
|
|
|
o.test("mail delete does nothing", async () => {
|
|
await setUpTestData(PageSize, labels, false)
|
|
await model.loadInitial()
|
|
const mail = { ...model.items[2] }
|
|
const entityUpdateData: EntityUpdateData = {
|
|
typeRef: MailTypeRef,
|
|
instanceListId: getListId(mail) as NonEmptyString,
|
|
instanceId: getElementId(mail),
|
|
operation: OperationType.UPDATE,
|
|
...noPatchesAndInstance,
|
|
prefetchStatus: PrefetchStatus.NotPrefetched,
|
|
}
|
|
when(entityClient.load(MailTypeRef, mail._id)).thenResolve(mail)
|
|
entityUpdateData.operation = OperationType.DELETE
|
|
|
|
await model.handleEntityUpdate(entityUpdateData)
|
|
o(model.getMail(getElementId(mail))).deepEquals(mail)
|
|
})
|
|
})
|
|
})
|