Ghost/ghost/stats-service/lib/referrers.js

const moment = require('moment');

class ReferrersStatsService {
    /**
     * @param {object} deps
     * @param {import('knex').Knex} deps.knex
     **/
    constructor({knex}) {
        this.knex = knex;
    }

    /**
     * Return a list of all the attribution sources for a given post, with their signup and conversion counts
     * @param {string} postId
     * @returns {Promise<AttributionCountStat[]>}
     */
    async getForPost(postId) {
        const knex = this.knex;
        const signupRows = await knex('members_created_events')
            .select('referrer_source')
            .select(knex.raw('COUNT(id) AS total'))
            .where('attribution_id', postId)
            .where('attribution_type', 'post')
            .groupBy('referrer_source');

        const conversionRows = await knex('members_subscription_created_events')
            .select('referrer_source')
            .select(knex.raw('COUNT(id) AS total'))
            .where('attribution_id', postId)
            .where('attribution_type', 'post')
            .groupBy('referrer_source');

        // Stitch them toghether, grouping them by source

        const map = new Map();
        for (const row of signupRows) {
            map.set(row.referrer_source, {
                source: row.referrer_source,
                signups: row.total,
                paid_conversions: 0
            });
        }

        for (const row of conversionRows) {
            const existing = map.get(row.referrer_source) ?? {
                source: row.referrer_source,
                signups: 0,
                paid_conversions: 0
            };
            existing.paid_conversions = row.total;
            map.set(row.referrer_source, existing);
        }

        return [...map.values()].sort((a, b) => b.paid_conversions - a.paid_conversions);
    }

    /**
     * Return a list of all the attribution sources, with their signup and conversion counts on each date
     * @returns {Promise<{data: AttributionCountStat[], meta: {}}>}
     */
    async getReferrersHistory() {
        const paidConversionEntries = await this.fetchAllPaidConversionSources();
        const signupEntries = await this.fetchAllSignupSources();

        const allEntries = signupEntries.map((entry) => {
            return {
                ...entry,
                paid_conversions: 0,
                date: moment(entry.date).format('YYYY-MM-DD')
            };
        });

        paidConversionEntries.forEach((entry) => {
            const entryDate = moment(entry.date).format('YYYY-MM-DD');
            const existingEntry = allEntries.find(e => e.source === entry.source && e.date === entryDate);

            if (existingEntry) {
                existingEntry.paid_conversions = entry.paid_conversions;
            } else {
                allEntries.push({
                    ...entry,
                    signups: 0,
                    date: entryDate
                });
            }
        });

        // sort allEntries in date ascending format
        allEntries.sort((a, b) => {
            return moment(a.date).diff(moment(b.date));
        });

        return {
            data: allEntries,
            meta: {}
        };
    }

    /**
     * @returns {Promise<PaidConversionsCountStatDate[]>}
     **/
    async fetchAllPaidConversionSources() {
        const knex = this.knex;
        const rows = await knex('members_subscription_created_events')
            .select(knex.raw(`DATE(created_at) as date`))
            .select(knex.raw(`COUNT(*) as paid_conversions`))
            .select(knex.raw(`referrer_source as source`))
            .groupBy('date', 'referrer_source')
            .orderBy('date');

        return rows;
    }

    /**
     * @returns {Promise<SignupCountStatDate[]>}
     **/
    async fetchAllSignupSources() {
        const knex = this.knex;
        const rows = await knex('members_created_events')
            .select(knex.raw(`DATE(created_at) as date`))
            .select(knex.raw(`COUNT(*) as signups`))
            .select(knex.raw(`referrer_source as source`))
            .groupBy('date', 'referrer_source')
            .orderBy('date');

        return rows;
    }
}

module.exports = ReferrersStatsService;

/**
 * @typedef AttributionCountStat
 * @type {Object}
 * @property {string} source Attribution Source
 * @property {number} signups Total free members signed up for this source
 * @property {number} paid_conversions Total paid conversions for this source
 */

/**
 * @typedef AttributionCountStatDate
 * @type {AttributionCountStat}
 * @property {string} date The date (YYYY-MM-DD) on which these counts were recorded
 */

/**
 * @typedef {object} SignupCountStatDate
 * @type {Object}
 * @property {string} source Attribution Source
 * @property {number} signups Total free members signed up for this source
 * @property {string} date The date (YYYY-MM-DD) on which these counts were recorded
 **/

/**
 * @typedef {object} PaidConversionsCountStatDate
 * @type {Object}
 * @property {string} source Attribution Source
 * @property {number} paid_conversions Total paid conversions for this source
 * @property {string} date The date (YYYY-MM-DD) on which these counts were recorded
 **/