const tables = require('./tables'); // Order here does not matter const { NewslettersImporter, PostsImporter, UsersImporter, TagsImporter, ProductsImporter, MembersImporter, BenefitsImporter, MentionsImporter, PostsAuthorsImporter, PostsTagsImporter, ProductsBenefitsImporter, MembersProductsImporter, PostsProductsImporter, MembersNewslettersImporter, StripeProductsImporter, StripePricesImporter, SubscriptionsImporter, EmailsImporter, MembersCreatedEventsImporter, MembersLoginEventsImporter, MembersStatusEventsImporter, MembersSubscribeEventsImporter, MembersSubscriptionCreatedEventsImporter, MembersStripeCustomersImporter, MembersStripeCustomersSubscriptionsImporter, MembersPaidSubscriptionEventsImporter, EmailBatchesImporter, EmailRecipientsImporter, RedirectsImporter, MembersClickEventsImporter, OffersImporter, LabelsImporter, MembersLabelsImporter, RolesUsersImporter, MembersFeedbackImporter } = tables; const path = require('path'); const fs = require('fs/promises'); const {faker} = require('@faker-js/faker'); const JsonImporter = require('./utils/json-importer'); const {getProcessRoot} = require('@tryghost/root-utils'); /** * @typedef {Object} DataGeneratorOptions * @property {string} baseDataPack * @property {import('knex/types').Knex} knex * @property {Object} schema * @property {Object} logger * @property {Object} modelQuantities * @property {string} baseUrl * @property {boolean} clearDatabase */ const defaultQuantities = { members: () => faker.datatype.number({ min: 7000, max: 8000 }), // This will generate n * events, is not worth being very high membersLoginEvents: 5, posts: () => faker.datatype.number({ min: 80, max: 120 }) }; class DataGenerator { /** * * @param {DataGeneratorOptions} options */ constructor({ baseDataPack = '', knex, schema, logger, modelQuantities = {}, baseUrl, clearDatabase }) { this.useBaseData = baseDataPack !== ''; this.baseDataPack = baseDataPack; this.knex = knex; this.schema = schema; this.logger = logger; this.modelQuantities = Object.assign({}, defaultQuantities, modelQuantities); this.baseUrl = baseUrl; this.clearDatabase = clearDatabase; } async importData() { const transaction = await this.knex.transaction(); if (this.clearDatabase) { this.logger.info('Clearing existing database'); // List of tables ordered to avoid dependencies when deleting const tableNames = Object.values(tables).map(importer => importer.table).reverse(); for (const table of tableNames) { this.logger.debug(`Clearing table ${table}`); if (table === 'roles_users') { await transaction(table).del().whereNot('user_id', '1'); continue; } if (table === 'users') { // Avoid deleting the admin user await transaction(table).del().whereNot('id', '1'); continue; } await transaction(table).del(); } this.logger.info('Finished clearing database'); } this.logger.info('Starting import process, this has two parts: base data and member data. It can take a while...'); const usersImporter = new UsersImporter(transaction); const users = await usersImporter.import({amount: 8}); let newsletters; let posts; let tags; let products; let stripeProducts; let stripePrices; let benefits; let labels; // Use an existant set of data for a more realisitic looking site if (this.useBaseData) { let baseDataPack = this.baseDataPack; if (!path.isAbsolute(this.baseDataPack)) { baseDataPack = path.join(getProcessRoot(), baseDataPack); } let baseData = {}; try { baseData = JSON.parse(await (await fs.readFile(baseDataPack)).toString()); this.logger.info('Read base data pack'); } catch (error) { this.logger.error('Failed to read data pack: ', error); throw error; } this.logger.info('Starting base data import'); const jsonImporter = new JsonImporter(transaction); // Must have at least 2 in base data set newsletters = await jsonImporter.import({ name: 'newsletters', data: baseData.newsletters, rows: ['sort_order'] }); newsletters.sort((a, b) => a.sort_order - b.sort_order); const postsImporter = new PostsImporter(transaction, { newsletters }); posts = await jsonImporter.import({ name: 'posts', data: baseData.posts }); await postsImporter.addNewsletters({posts}); posts = await transaction.select('id', 'newsletter_id', 'published_at', 'slug', 'status', 'visibility', 'title').from('posts'); tags = await jsonImporter.import({ name: 'tags', data: baseData.tags }); products = await jsonImporter.import({ name: 'products', data: baseData.products, rows: ['name', 'monthly_price', 'yearly_price'] }); benefits = await jsonImporter.import({ name: 'benefits', data: baseData.benefits }); await jsonImporter.import({ name: 'products_benefits', data: baseData.products_benefits }); stripeProducts = await jsonImporter.import({ name: 'stripe_products', data: baseData.stripe_products, rows: ['product_id', 'stripe_product_id'] }); stripePrices = await jsonImporter.import({ name: 'stripe_prices', data: baseData.stripe_prices, rows: ['stripe_price_id', 'interval', 'stripe_product_id', 'currency', 'amount', 'nickname'] }); labels = await jsonImporter.import({ name: 'labels', data: baseData.labels }); // Import settings await transaction('settings').del(); await jsonImporter.import({ name: 'settings', data: baseData.settings }); await jsonImporter.import({ name: 'custom_theme_settings', data: baseData.custom_theme_settings }); this.logger.info('Completed base data import'); } else { this.logger.info('No base data pack specified, starting random base data generation'); const newslettersImporter = new NewslettersImporter(transaction); // First newsletter is paid, second is free newsletters = await newslettersImporter.import({amount: 2, rows: ['sort_order']}); newsletters.sort((a, b) => a.sort_order - b.sort_order); const postsImporter = new PostsImporter(transaction, { newsletters }); posts = await postsImporter.import({ amount: this.modelQuantities.posts, rows: ['newsletter_id', 'published_at', 'slug', 'status', 'visibility', 'title'] }); await postsImporter.import({ amount: 3, type: 'page' }); const tagsImporter = new TagsImporter(transaction, { users }); tags = await tagsImporter.import({amount: faker.datatype.number({ min: 16, max: 24 })}); const productsImporter = new ProductsImporter(transaction); products = await productsImporter.import({amount: 4, rows: ['name', 'monthly_price', 'yearly_price']}); const stripeProductsImporter = new StripeProductsImporter(transaction); stripeProducts = await stripeProductsImporter.importForEach(products.filter(product => product.name !== 'Free'), { amount: 1, rows: ['product_id', 'stripe_product_id'] }); const stripePricesImporter = new StripePricesImporter(transaction, {products}); stripePrices = await stripePricesImporter.importForEach(stripeProducts, { amount: 2, rows: ['stripe_price_id', 'interval', 'stripe_product_id', 'currency', 'amount', 'nickname'] }); await productsImporter.addStripePrices({ products, stripeProducts, stripePrices }); const benefitsImporter = new BenefitsImporter(transaction); benefits = await benefitsImporter.import({amount: 5}); const productsBenefitsImporter = new ProductsBenefitsImporter(transaction, {benefits}); // Up to 5 benefits for each product await productsBenefitsImporter.importForEach(products, {amount: 5}); const labelsImporter = new LabelsImporter(transaction); labels = await labelsImporter.import({amount: 10}); this.logger.info('Completed random base data generation'); } this.logger.info('Started member data generation'); const postsTagsImporter = new PostsTagsImporter(transaction, { tags }); await postsTagsImporter.importForEach(posts, { amount: () => faker.datatype.number({ min: 0, max: 3 }) }); const membersImporter = new MembersImporter(transaction); const members = await membersImporter.import({amount: this.modelQuantities.members, rows: ['status', 'created_at', 'name', 'email', 'uuid']}); const postsAuthorsImporter = new PostsAuthorsImporter(transaction, { users }); await postsAuthorsImporter.importForEach(posts, {amount: 1}); // TODO: Use subscriptions to generate members_products table? const membersProductsImporter = new MembersProductsImporter(transaction, {products: products.filter(product => product.name !== 'Free')}); const membersProducts = await membersProductsImporter.importForEach(members.filter(member => member.status !== 'free'), { amount: 1, rows: ['product_id', 'member_id'] }); const membersFreeProductsImporter = new MembersProductsImporter(transaction, {products: products.filter(product => product.name === 'Free')}); await membersFreeProductsImporter.importForEach(members.filter(member => member.status === 'free'), { amount: 1, rows: ['product_id', 'member_id'] }); const postsProductsImporter = new PostsProductsImporter(transaction, {products: products.slice(1)}); // Paid newsletters await postsProductsImporter.importForEach(posts.filter(post => newsletters.findIndex(newsletter => newsletter.id === post.newsletter_id) === 0), { // Each post is available on all 3 premium products amount: 3 }); const membersCreatedEventsImporter = new MembersCreatedEventsImporter(transaction); await membersCreatedEventsImporter.importForEach(members, {amount: 1}); const membersLoginEventsImporter = new MembersLoginEventsImporter(transaction); // Will create roughly 1 login event for every 3 days, up to a maximum of 100. await membersLoginEventsImporter.importForEach(members, {amount: this.modelQuantities.membersLoginEvents}); const membersStatusEventsImporter = new MembersStatusEventsImporter(transaction); // Up to 2 events per member - 1 from null -> free, 1 from free -> {paid, comped} await membersStatusEventsImporter.importForEach(members, {amount: 2}); const subscriptionsImporter = new SubscriptionsImporter(transaction, {members, stripeProducts, stripePrices}); const subscriptions = await subscriptionsImporter.importForEach(membersProducts, { amount: 1, rows: ['cadence', 'tier_id', 'expires_at', 'created_at', 'member_id', 'currency'] }); const membersStripeCustomersImporter = new MembersStripeCustomersImporter(transaction); const membersStripeCustomers = await membersStripeCustomersImporter.importForEach(members, { amount: 1, rows: ['customer_id', 'member_id'] }); const membersStripeCustomersSubscriptionsImporter = new MembersStripeCustomersSubscriptionsImporter(transaction, { membersStripeCustomers, products, stripeProducts, stripePrices }); const membersStripeCustomersSubscriptions = await membersStripeCustomersSubscriptionsImporter.importForEach(subscriptions, { amount: 1, rows: ['mrr', 'plan_id', 'ghost_subscription_id'] }); const membersSubscribeEventsImporter = new MembersSubscribeEventsImporter(transaction, {newsletters, subscriptions}); const membersSubscribeEvents = await membersSubscribeEventsImporter.importForEach(members, { amount: 2, rows: ['member_id', 'newsletter_id', 'created_at'] }); const membersNewslettersImporter = new MembersNewslettersImporter(transaction); await membersNewslettersImporter.importForEach(membersSubscribeEvents, {amount: 1}); const membersPaidSubscriptionEventsImporter = new MembersPaidSubscriptionEventsImporter(transaction, { membersStripeCustomersSubscriptions }); await membersPaidSubscriptionEventsImporter.importForEach(subscriptions, {amount: 1}); const membersSubscriptionCreatedEventsImporter = new MembersSubscriptionCreatedEventsImporter(transaction, {subscriptions}); await membersSubscriptionCreatedEventsImporter.importForEach(membersStripeCustomersSubscriptions, {amount: 1}); const mentionsImporter = new MentionsImporter(transaction, {baseUrl: this.baseUrl}); // Generate up to 4 webmentions per post await mentionsImporter.importForEach(posts, {amount: 4}); const emailsImporter = new EmailsImporter(transaction, {newsletters, members, membersSubscribeEvents}); const emails = await emailsImporter.importForEach(posts.filter(post => post.newsletter_id), { amount: 1, rows: ['created_at', 'email_count', 'delivered_count', 'opened_count', 'failed_count', 'newsletter_id', 'post_id'] }); const emailBatchesImporter = new EmailBatchesImporter(transaction); const emailBatches = await emailBatchesImporter.importForEach(emails, { amount: 1, rows: ['email_id', 'updated_at'] }); const emailRecipientsImporter = new EmailRecipientsImporter(transaction, {emailBatches, members, membersSubscribeEvents}); const emailRecipients = await emailRecipientsImporter.importForEach(emails, { amount: this.modelQuantities.members, rows: ['opened_at', 'email_id', 'member_id'] }); await membersImporter.addOpenRate({emailRecipients}); const redirectsImporter = new RedirectsImporter(transaction); const redirects = await redirectsImporter.importForEach(posts.filter(post => post.newsletter_id), { amount: 10, rows: ['post_id'] }); const membersClickEventsImporter = new MembersClickEventsImporter(transaction, {redirects, emails}); await membersClickEventsImporter.importForEach(emailRecipients, {amount: 2}); const offersImporter = new OffersImporter(transaction, {products: products.filter(product => product.name !== 'Free')}); await offersImporter.import({amount: 2}); const membersLabelsImporter = new MembersLabelsImporter(transaction, {labels}); await membersLabelsImporter.importForEach(members, { amount: 1 }); const roles = await transaction.select('id', 'name').from('roles'); const rolesUsersImporter = new RolesUsersImporter(transaction, {roles}); await rolesUsersImporter.importForEach(users, {amount: 1}); const membersFeedbackImporter = new MembersFeedbackImporter(transaction, {emails}); await membersFeedbackImporter.importForEach(emailRecipients, {amount: 1}); await transaction.commit(); this.logger.info('Completed member data generation'); this.logger.ok('Completed import process.'); } async importSingleTable(tableName, quantity) { this.logger.info('Importing a single table'); const transaction = await this.knex.transaction(); const importMembers = async () => { this.logger.info(`Importing ${quantity ?? this.modelQuantities.members} members`); const membersImporter = new MembersImporter(transaction); await membersImporter.import({amount: quantity ?? this.modelQuantities.members}); }; const importMentions = async () => { const posts = await transaction.select('id', 'newsletter_id', 'published_at', 'slug', 'status', 'visibility').from('posts'); this.logger.info(`Importing up to ${posts.length * 4} mentions`); const mentionsImporter = new MentionsImporter(transaction, {baseUrl: this.baseUrl}); await mentionsImporter.importForEach(posts, {amount: 4}); }; switch (tableName) { case 'members': await importMembers(); break; case 'mentions': await importMentions(); break; default: this.logger.warn(`Cannot import single table '${tableName}'`); await transaction.commit(); // no-op, just close the transaction return; } this.logger.ok('Completed import process.'); await transaction.commit(); } } module.exports = DataGenerator; module.exports.tables = tables;