From 0afebcfd9e10a1c5deb98fb739e00aa73c757624 Mon Sep 17 00:00:00 2001 From: syuilo Date: Thu, 10 Feb 2022 17:45:12 +0900 Subject: [PATCH] enhance: improve federation chart --- .../migration/1644481657998-chart-v15.js | 31 +++++++++++++++++ packages/backend/src/queue/index.ts | 5 +++ .../src/queue/processors/system/index.ts | 2 ++ .../queue/processors/system/tick-charts.ts | 28 ++++++++++++++++ .../api/endpoints/admin/resync-chart.ts | 22 ------------- .../src/services/chart/charts/active-users.ts | 7 +++- .../src/services/chart/charts/ap-request.ts | 7 +++- .../src/services/chart/charts/drive.ts | 7 +++- .../chart/charts/entities/federation.ts | 5 ++- .../src/services/chart/charts/federation.ts | 33 +++++++++++-------- .../src/services/chart/charts/hashtag.ts | 7 +++- .../src/services/chart/charts/instance.ts | 7 +++- .../src/services/chart/charts/notes.ts | 7 +++- .../services/chart/charts/per-user-drive.ts | 7 +++- .../chart/charts/per-user-following.ts | 7 +++- .../services/chart/charts/per-user-notes.ts | 7 +++- .../chart/charts/per-user-reactions.ts | 7 +++- .../src/services/chart/charts/test-grouped.ts | 7 +++- .../chart/charts/test-intersection.ts | 7 +++- .../src/services/chart/charts/test-unique.ts | 7 +++- .../backend/src/services/chart/charts/test.ts | 7 +++- .../src/services/chart/charts/users.ts | 7 +++- packages/backend/src/services/chart/core.ts | 19 +++++++++-- .../register-or-fetch-instance-doc.ts | 3 -- packages/client/src/components/chart.vue | 10 +++--- 25 files changed, 199 insertions(+), 64 deletions(-) create mode 100644 packages/backend/migration/1644481657998-chart-v15.js create mode 100644 packages/backend/src/queue/processors/system/tick-charts.ts delete mode 100644 packages/backend/src/server/api/endpoints/admin/resync-chart.ts diff --git a/packages/backend/migration/1644481657998-chart-v15.js b/packages/backend/migration/1644481657998-chart-v15.js new file mode 100644 index 0000000000..4eee83f612 --- /dev/null +++ b/packages/backend/migration/1644481657998-chart-v15.js @@ -0,0 +1,31 @@ +const { MigrationInterface, QueryRunner } = require("typeorm"); + +module.exports = class chartV151644481657998 { + name = 'chartV151644481657998' + + async up(queryRunner) { + await queryRunner.query(`ALTER TABLE "__chart__federation" DROP COLUMN "___instance_total"`); + await queryRunner.query(`ALTER TABLE "__chart__federation" DROP COLUMN "___instance_inc"`); + await queryRunner.query(`ALTER TABLE "__chart__federation" DROP COLUMN "___instance_dec"`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" DROP COLUMN "___instance_total"`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" DROP COLUMN "___instance_inc"`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" DROP COLUMN "___instance_dec"`); + await queryRunner.query(`ALTER TABLE "__chart__federation" ADD "___sub" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart__federation" ADD "___pub" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" ADD "___sub" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" ADD "___pub" smallint NOT NULL DEFAULT '0'`); + } + + async down(queryRunner) { + await queryRunner.query(`ALTER TABLE "__chart_day__federation" DROP COLUMN "___pub"`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" DROP COLUMN "___sub"`); + await queryRunner.query(`ALTER TABLE "__chart__federation" DROP COLUMN "___pub"`); + await queryRunner.query(`ALTER TABLE "__chart__federation" DROP COLUMN "___sub"`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" ADD "___instance_dec" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" ADD "___instance_inc" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart_day__federation" ADD "___instance_total" integer NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart__federation" ADD "___instance_dec" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart__federation" ADD "___instance_inc" smallint NOT NULL DEFAULT '0'`); + await queryRunner.query(`ALTER TABLE "__chart__federation" ADD "___instance_total" integer NOT NULL DEFAULT '0'`); + } +} diff --git a/packages/backend/src/queue/index.ts b/packages/backend/src/queue/index.ts index 16acabfbf8..62f372f3a8 100644 --- a/packages/backend/src/queue/index.ts +++ b/packages/backend/src/queue/index.ts @@ -258,6 +258,11 @@ export default function() { processDb(dbQueue); processObjectStorage(objectStorageQueue); + systemQueue.add('tickCharts', { + }, { + repeat: { cron: '55 * * * *' }, + }); + systemQueue.add('resyncCharts', { }, { repeat: { cron: '0 0 * * *' }, diff --git a/packages/backend/src/queue/processors/system/index.ts b/packages/backend/src/queue/processors/system/index.ts index 636fefc402..1513ea4a84 100644 --- a/packages/backend/src/queue/processors/system/index.ts +++ b/packages/backend/src/queue/processors/system/index.ts @@ -1,8 +1,10 @@ import * as Bull from 'bull'; +import { tickCharts } from './tick-charts'; import { resyncCharts } from './resync-charts'; import { cleanCharts } from './clean-charts'; const jobs = { + tickCharts, resyncCharts, cleanCharts, } as Record> | Bull.ProcessPromiseFunction>>; diff --git a/packages/backend/src/queue/processors/system/tick-charts.ts b/packages/backend/src/queue/processors/system/tick-charts.ts new file mode 100644 index 0000000000..d53089f89c --- /dev/null +++ b/packages/backend/src/queue/processors/system/tick-charts.ts @@ -0,0 +1,28 @@ +import * as Bull from 'bull'; + +import { queueLogger } from '../../logger'; +import { activeUsersChart, driveChart, federationChart, hashtagChart, instanceChart, notesChart, perUserDriveChart, perUserFollowingChart, perUserNotesChart, perUserReactionsChart, usersChart, apRequestChart } from '@/services/chart/index'; + +const logger = queueLogger.createSubLogger('tick-charts'); + +export async function tickCharts(job: Bull.Job>, done: any): Promise { + logger.info(`Tick charts...`); + + await Promise.all([ + federationChart.tick(false), + notesChart.tick(false), + usersChart.tick(false), + activeUsersChart.tick(false), + instanceChart.tick(false), + perUserNotesChart.tick(false), + driveChart.tick(false), + perUserReactionsChart.tick(false), + hashtagChart.tick(false), + perUserFollowingChart.tick(false), + perUserDriveChart.tick(false), + apRequestChart.tick(false), + ]); + + logger.succ(`All charts successfully ticked.`); + done(); +} diff --git a/packages/backend/src/server/api/endpoints/admin/resync-chart.ts b/packages/backend/src/server/api/endpoints/admin/resync-chart.ts deleted file mode 100644 index d80d2b0426..0000000000 --- a/packages/backend/src/server/api/endpoints/admin/resync-chart.ts +++ /dev/null @@ -1,22 +0,0 @@ -import define from '../../define'; -import { driveChart, notesChart, usersChart } from '@/services/chart/index'; -import { insertModerationLog } from '@/services/insert-moderation-log'; - -export const meta = { - tags: ['admin'], - - requireCredential: true, - requireModerator: true, -} as const; - -// eslint-disable-next-line import/no-default-export -export default define(meta, async (ps, me) => { - insertModerationLog(me, 'chartResync'); - - driveChart.resync(); - notesChart.resync(); - usersChart.resync(); - - // TODO: ユーザーごとのチャートもキューに入れて更新する - // TODO: インスタンスごとのチャートもキューに入れて更新する -}); diff --git a/packages/backend/src/services/chart/charts/active-users.ts b/packages/backend/src/services/chart/charts/active-users.ts index 87dd95f4dc..5baf46f772 100644 --- a/packages/backend/src/services/chart/charts/active-users.ts +++ b/packages/backend/src/services/chart/charts/active-users.ts @@ -18,7 +18,12 @@ export default class ActiveUsersChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/ap-request.ts b/packages/backend/src/services/chart/charts/ap-request.ts index bac5e425c8..ca763c8847 100644 --- a/packages/backend/src/services/chart/charts/ap-request.ts +++ b/packages/backend/src/services/chart/charts/ap-request.ts @@ -12,7 +12,12 @@ export default class ApRequestChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/drive.ts b/packages/backend/src/services/chart/charts/drive.ts index 2f00adae2b..288689784e 100644 --- a/packages/backend/src/services/chart/charts/drive.ts +++ b/packages/backend/src/services/chart/charts/drive.ts @@ -15,7 +15,12 @@ export default class DriveChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/entities/federation.ts b/packages/backend/src/services/chart/charts/entities/federation.ts index 0c8c20991d..6b2089f0b4 100644 --- a/packages/backend/src/services/chart/charts/entities/federation.ts +++ b/packages/backend/src/services/chart/charts/entities/federation.ts @@ -3,12 +3,11 @@ import Chart from '../../core'; export const name = 'federation'; export const schema = { - 'instance.total': { accumulate: true }, - 'instance.inc': { range: 'small' }, - 'instance.dec': { range: 'small' }, 'deliveredInstances': { uniqueIncrement: true, range: 'small' }, 'inboxInstances': { uniqueIncrement: true, range: 'small' }, 'stalled': { uniqueIncrement: true, range: 'small' }, + 'sub': { accumulate: true, range: 'small' }, + 'pub': { accumulate: true, range: 'small' }, } as const; export const entity = Chart.schemaToEntity(name, schema); diff --git a/packages/backend/src/services/chart/charts/federation.ts b/packages/backend/src/services/chart/charts/federation.ts index 19c75c98ad..211ba1debc 100644 --- a/packages/backend/src/services/chart/charts/federation.ts +++ b/packages/backend/src/services/chart/charts/federation.ts @@ -1,6 +1,6 @@ import autobind from 'autobind-decorator'; import Chart, { KVs } from '../core'; -import { Instances } from '@/models/index'; +import { Followings } from '@/models/index'; import { name, schema } from './entities/federation'; /** @@ -13,23 +13,30 @@ export default class FederationChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { - const [total] = await Promise.all([ - Instances.count({}), - ]); - + protected async tickMajor(): Promise>> { return { - 'instance.total': total, }; } @autobind - public async update(isAdditional: boolean): Promise { - await this.commit({ - 'instance.total': isAdditional ? 1 : -1, - 'instance.inc': isAdditional ? 1 : 0, - 'instance.dec': isAdditional ? 0 : 1, - }); + protected async tickMinor(): Promise>> { + const [sub, pub] = await Promise.all([ + Followings.createQueryBuilder('following') + .select('COUNT(DISTINCT following.followeeHost)') + .where('following.followeeHost IS NOT NULL') + .getRawOne() + .then(x => parseInt(x.count, 10)), + Followings.createQueryBuilder('following') + .select('COUNT(DISTINCT following.followerHost)') + .where('following.followerHost IS NOT NULL') + .getRawOne() + .then(x => parseInt(x.count, 10)), + ]); + + return { + 'sub': sub, + 'pub': pub, + }; } @autobind diff --git a/packages/backend/src/services/chart/charts/hashtag.ts b/packages/backend/src/services/chart/charts/hashtag.ts index 0b7bc467d2..cbae686833 100644 --- a/packages/backend/src/services/chart/charts/hashtag.ts +++ b/packages/backend/src/services/chart/charts/hashtag.ts @@ -14,7 +14,12 @@ export default class HashtagChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/instance.ts b/packages/backend/src/services/chart/charts/instance.ts index 5ea4d567e1..930ac4729b 100644 --- a/packages/backend/src/services/chart/charts/instance.ts +++ b/packages/backend/src/services/chart/charts/instance.ts @@ -16,7 +16,7 @@ export default class InstanceChart extends Chart { } @autobind - protected async queryCurrentState(group: string): Promise>> { + protected async tickMajor(group: string): Promise>> { const [ notesCount, usersCount, @@ -42,6 +42,11 @@ export default class InstanceChart extends Chart { }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async requestReceived(host: string): Promise { await this.commit({ diff --git a/packages/backend/src/services/chart/charts/notes.ts b/packages/backend/src/services/chart/charts/notes.ts index 5c56a9a718..624ee5db28 100644 --- a/packages/backend/src/services/chart/charts/notes.ts +++ b/packages/backend/src/services/chart/charts/notes.ts @@ -15,7 +15,7 @@ export default class NotesChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { const [localCount, remoteCount] = await Promise.all([ Notes.count({ userHost: null }), Notes.count({ userHost: Not(IsNull()) }), @@ -27,6 +27,11 @@ export default class NotesChart extends Chart { }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async update(note: Note, isAdditional: boolean): Promise { const prefix = note.userHost === null ? 'local' : 'remote'; diff --git a/packages/backend/src/services/chart/charts/per-user-drive.ts b/packages/backend/src/services/chart/charts/per-user-drive.ts index 969ed018f9..ae9e8c5694 100644 --- a/packages/backend/src/services/chart/charts/per-user-drive.ts +++ b/packages/backend/src/services/chart/charts/per-user-drive.ts @@ -14,7 +14,7 @@ export default class PerUserDriveChart extends Chart { } @autobind - protected async queryCurrentState(group: string): Promise>> { + protected async tickMajor(group: string): Promise>> { const [count, size] = await Promise.all([ DriveFiles.count({ userId: group }), DriveFiles.calcDriveUsageOf(group), @@ -26,6 +26,11 @@ export default class PerUserDriveChart extends Chart { }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async update(file: DriveFile, isAdditional: boolean): Promise { const fileSizeKb = file.size / 1000; diff --git a/packages/backend/src/services/chart/charts/per-user-following.ts b/packages/backend/src/services/chart/charts/per-user-following.ts index cdd0aad947..0b39881c14 100644 --- a/packages/backend/src/services/chart/charts/per-user-following.ts +++ b/packages/backend/src/services/chart/charts/per-user-following.ts @@ -15,7 +15,7 @@ export default class PerUserFollowingChart extends Chart { } @autobind - protected async queryCurrentState(group: string): Promise>> { + protected async tickMajor(group: string): Promise>> { const [ localFollowingsCount, localFollowersCount, @@ -36,6 +36,11 @@ export default class PerUserFollowingChart extends Chart { }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async update(follower: { id: User['id']; host: User['host']; }, followee: { id: User['id']; host: User['host']; }, isFollow: boolean): Promise { const prefixFollower = Users.isLocalUser(follower) ? 'local' : 'remote'; diff --git a/packages/backend/src/services/chart/charts/per-user-notes.ts b/packages/backend/src/services/chart/charts/per-user-notes.ts index 6a4f0363b2..01a2785158 100644 --- a/packages/backend/src/services/chart/charts/per-user-notes.ts +++ b/packages/backend/src/services/chart/charts/per-user-notes.ts @@ -15,7 +15,7 @@ export default class PerUserNotesChart extends Chart { } @autobind - protected async queryCurrentState(group: string): Promise>> { + protected async tickMajor(group: string): Promise>> { const [count] = await Promise.all([ Notes.count({ userId: group }), ]); @@ -25,6 +25,11 @@ export default class PerUserNotesChart extends Chart { }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async update(user: { id: User['id'] }, note: Note, isAdditional: boolean): Promise { await this.commit({ diff --git a/packages/backend/src/services/chart/charts/per-user-reactions.ts b/packages/backend/src/services/chart/charts/per-user-reactions.ts index 2ec347f40a..59af0e86c0 100644 --- a/packages/backend/src/services/chart/charts/per-user-reactions.ts +++ b/packages/backend/src/services/chart/charts/per-user-reactions.ts @@ -15,7 +15,12 @@ export default class PerUserReactionsChart extends Chart { } @autobind - protected async queryCurrentState(group: string): Promise>> { + protected async tickMajor(group: string): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/test-grouped.ts b/packages/backend/src/services/chart/charts/test-grouped.ts index 5f0b1aafdc..19b2135849 100644 --- a/packages/backend/src/services/chart/charts/test-grouped.ts +++ b/packages/backend/src/services/chart/charts/test-grouped.ts @@ -14,12 +14,17 @@ export default class TestGroupedChart extends Chart { } @autobind - protected async queryCurrentState(group: string): Promise>> { + protected async tickMajor(group: string): Promise>> { return { 'foo.total': this.total[group], }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async increment(group: string): Promise { if (this.total[group] == null) this.total[group] = 0; diff --git a/packages/backend/src/services/chart/charts/test-intersection.ts b/packages/backend/src/services/chart/charts/test-intersection.ts index c6ba71a956..6fd780f9b9 100644 --- a/packages/backend/src/services/chart/charts/test-intersection.ts +++ b/packages/backend/src/services/chart/charts/test-intersection.ts @@ -12,7 +12,12 @@ export default class TestIntersectionChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/test-unique.ts b/packages/backend/src/services/chart/charts/test-unique.ts index e67036acef..2c9cc2fd6a 100644 --- a/packages/backend/src/services/chart/charts/test-unique.ts +++ b/packages/backend/src/services/chart/charts/test-unique.ts @@ -12,7 +12,12 @@ export default class TestUniqueChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { + return {}; + } + + @autobind + protected async tickMinor(): Promise>> { return {}; } diff --git a/packages/backend/src/services/chart/charts/test.ts b/packages/backend/src/services/chart/charts/test.ts index 878acd51be..b539625c10 100644 --- a/packages/backend/src/services/chart/charts/test.ts +++ b/packages/backend/src/services/chart/charts/test.ts @@ -14,12 +14,17 @@ export default class TestChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { return { 'foo.total': this.total, }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async increment(): Promise { this.total++; diff --git a/packages/backend/src/services/chart/charts/users.ts b/packages/backend/src/services/chart/charts/users.ts index 50fca3a8d6..70ef89f8cd 100644 --- a/packages/backend/src/services/chart/charts/users.ts +++ b/packages/backend/src/services/chart/charts/users.ts @@ -15,7 +15,7 @@ export default class UsersChart extends Chart { } @autobind - protected async queryCurrentState(): Promise>> { + protected async tickMajor(): Promise>> { const [localCount, remoteCount] = await Promise.all([ Users.count({ host: null }), Users.count({ host: Not(IsNull()) }), @@ -27,6 +27,11 @@ export default class UsersChart extends Chart { }; } + @autobind + protected async tickMinor(): Promise>> { + return {}; + } + @autobind public async update(user: { id: User['id'], host: User['host'] }, isAdditional: boolean): Promise { const prefix = Users.isLocalUser(user) ? 'local' : 'remote'; diff --git a/packages/backend/src/services/chart/core.ts b/packages/backend/src/services/chart/core.ts index 5888e1a144..61a7575706 100644 --- a/packages/backend/src/services/chart/core.ts +++ b/packages/backend/src/services/chart/core.ts @@ -81,7 +81,15 @@ export default abstract class Chart { protected repositoryForHour: Repository>; protected repositoryForDay: Repository>; - protected abstract queryCurrentState(group: string | null): Promise>>; + /** + * 1日に一回程度実行されれば良いような計算処理を入れる(主にCASCADE削除などアプリケーション側で感知できない変動によるズレの修正用) + */ + protected abstract tickMajor(group: string | null): Promise>>; + + /** + * 少なくとも最小スパン内に1回は実行されて欲しい計算処理を入れる + */ + protected abstract tickMinor(group: string | null): Promise>>; @autobind private static convertSchemaToColumnDefinitions(schema: Schema): Record { @@ -445,8 +453,8 @@ export default abstract class Chart { } @autobind - public async resync(group: string | null = null): Promise { - const data = await this.queryCurrentState(group); + public async tick(major: boolean, group: string | null = null): Promise { + const data = major ? await this.tickMajor(group) : await this.tickMinor(group); const columns = {} as Record; for (const [k, v] of Object.entries(data)) { @@ -480,6 +488,11 @@ export default abstract class Chart { update(logHour, logDay)); } + @autobind + public resync(group: string | null = null): Promise { + return this.tick(true, group); + } + @autobind public async clean(): Promise { const current = dateUTC(Chart.getCurrentDate()); diff --git a/packages/backend/src/services/register-or-fetch-instance-doc.ts b/packages/backend/src/services/register-or-fetch-instance-doc.ts index 18b42ed15b..c42506a2ed 100644 --- a/packages/backend/src/services/register-or-fetch-instance-doc.ts +++ b/packages/backend/src/services/register-or-fetch-instance-doc.ts @@ -1,6 +1,5 @@ import { Instance } from '@/models/entities/instance'; import { Instances } from '@/models/index'; -import { federationChart } from '@/services/chart/index'; import { genId } from '@/misc/gen-id'; import { toPuny } from '@/misc/convert-host'; import { Cache } from '@/misc/cache'; @@ -23,8 +22,6 @@ export async function registerOrFetchInstanceDoc(host: string): Promise Instances.findOneOrFail(x.identifiers[0])); - federationChart.update(true); - cache.set(host, i); return i; } else { diff --git a/packages/client/src/components/chart.vue b/packages/client/src/components/chart.vue index ced0d481c4..5865715deb 100644 --- a/packages/client/src/components/chart.vue +++ b/packages/client/src/components/chart.vue @@ -370,14 +370,14 @@ export default defineComponent({ const raw = await os.api('charts/federation', { limit: props.limit, span: props.span }); return { series: [{ - name: 'Total', + name: 'Sub', type: 'area', - data: format(raw.instance.total), - color: '#888888', + data: format(raw.sub), + color: colors.orange, }, { - name: 'Inc/Dec', + name: 'Pub', type: 'area', - data: format(sum(raw.instance.inc, negate(raw.instance.dec))), + data: format(raw.pub), color: colors.purple, }, { name: 'Received',