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73657d5428
Splitting out classroom and campaign active users Adding more detailed active users graphs Patching up missing analytics log events for 2/2/16-2/9/16
494 lines
20 KiB
CoffeeScript
494 lines
20 KiB
CoffeeScript
AnalyticsPerDay = require './AnalyticsPerDay'
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AnalyticsString = require './AnalyticsString'
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Campaign = require '../campaigns/Campaign'
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Level = require '../levels/Level'
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Handler = require '../commons/Handler'
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log = require 'winston'
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class AnalyticsPerDayHandler extends Handler
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modelClass: AnalyticsPerDay
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jsonSchema: require '../../app/schemas/models/analytics_perday'
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hasAccess: (req) ->
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req.user?.isAdmin() or false
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getByRelationship: (req, res, args...) ->
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return @sendForbiddenError res unless @hasAccess req
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return @getActiveClasses(req, res) if args[1] is 'active_classes'
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return @getActiveUsers(req, res) if args[1] is 'active_users'
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return @getCampaignCompletionsBySlug(req, res) if args[1] is 'campaign_completions'
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return @getLevelCompletionsBySlug(req, res) if args[1] is 'level_completions'
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return @getLevelDropsBySlugs(req, res) if args[1] is 'level_drops'
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return @getLevelHelpsBySlugs(req, res) if args[1] is 'level_helps'
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return @getLevelSubscriptionsBySlugs(req, res) if args[1] is 'level_subscriptions'
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return @getRecurringRevenue(req, res) if args[1] is 'recurring_revenue'
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super(arguments...)
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getActiveClasses: (req, res) ->
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events = [
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'Active classes paid',
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'Active classes trial',
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'Active classes free'
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]
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AnalyticsString.find({v: {$in: events}}).exec (err, documents) =>
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return @sendDatabaseError(res, err) if err
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eventIDs = []
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eventStringMap = {}
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for doc in documents
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eventStringMap[doc._id.valueOf()] = doc.v
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eventIDs.push doc._id
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return @sendSuccess res, [] unless eventIDs.length is events.length
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AnalyticsPerDay.find({e: {$in: eventIDs}}).exec (err, documents) =>
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return @sendDatabaseError(res, err) if err
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dayCountsMap = {}
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for doc in documents
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dayCountsMap[doc.d] ?= {}
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dayCountsMap[doc.d][eventStringMap[doc.e.valueOf()]] = doc.c
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activeClasses = []
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for key, val of dayCountsMap
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activeClasses.push day: key, classes: dayCountsMap[key]
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@sendSuccess(res, activeClasses)
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getActiveUsers: (req, res) ->
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events = ['DAU classroom paid', 'DAU classroom trial', 'DAU classroom free', 'DAU campaign paid', 'DAU campaign free',
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'MAU classroom paid', 'MAU classroom trial', 'MAU classroom free', 'MAU campaign paid', 'MAU campaign free']
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AnalyticsString.find({v: {$in: events}}).exec (err, documents) =>
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return @sendDatabaseError(res, err) if err
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eventIDs = []
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eventStringMap = {}
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for doc in documents
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eventIDs.push(doc._id)
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eventStringMap[doc._id] = doc.v
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AnalyticsPerDay.find({e: {$in: eventIDs}}).exec (err, documents) =>
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return @sendDatabaseError(res, err) if err
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dayCountsMap = {}
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for doc in documents
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dayCountsMap[doc.d] ?= {}
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dayCountsMap[doc.d][eventStringMap[doc.e]] = doc.c
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activeUsers = ({day: day, events: eventCountMap} for day, eventCountMap of dayCountsMap)
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@sendSuccess(res, activeUsers)
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getCampaignCompletionsBySlug: (req, res) ->
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# Send back an ordered array of level per-day starts and finishes
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# Parameters:
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# slug - campaign slug
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# startDay - Inclusive, optional, YYYYMMDD e.g. '20141214'
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# endDay - Exclusive, optional, YYYYMMDD e.g. '20141216'
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campaignSlug = req.query.slug or req.body.slug
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startDay = req.query.startDay or req.body.startDay
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endDay = req.query.endDay or req.body.endDay
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# log.warn "campaign_completions campaignSlug='#{campaignSlug}' startDay=#{startDay} endDay=#{endDay}"
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return @sendSuccess res, [] unless campaignSlug?
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# Cache results in app server memory for 1 day
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@campaignCompletionsCache ?= {}
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@campaignCompletionsCachedSince ?= new Date()
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if (new Date()) - @campaignCompletionsCachedSince > 86400 * 1000
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@campaignCompletionsCache = {}
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@campaignCompletionsCachedSince = new Date()
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cacheKey = campaignSlug
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cacheKey += 's' + startDay if startDay?
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cacheKey += 'e' + endDay if endDay?
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return @sendSuccess res, completions if completions = @campaignCompletionsCache[cacheKey]
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getCompletions = (orderedLevelSlugs, levelStringIDSlugMap) =>
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# 3. Send back an array of level starts and finishes
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# Input:
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# orderedLevelSlugs - Ordered list of level slugs, used for sorting results
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# levelStringIDSlugMap - Maps level string IDs to level slugs
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campaignLevelIDs = Object.keys(levelStringIDSlugMap)
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AnalyticsString.find({v: {$in: ['Started Level', 'Saw Victory', 'all']}}).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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for doc in documents
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startEventID = doc._id if doc.v is 'Started Level'
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finishEventID = doc._id if doc.v is 'Saw Victory'
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filterEventID = doc._id if doc.v is 'all'
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return @sendSuccess res, [] unless startEventID? and finishEventID? and filterEventID?
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queryParams = {$and: [
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{$or: [{e: startEventID}, {e: finishEventID}]},
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{f: filterEventID},
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{l: {$in: campaignLevelIDs}}
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]}
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queryParams["$and"].push {d: {$gte: startDay}} if startDay?
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queryParams["$and"].push {d: {$lt: endDay}} if endDay?
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AnalyticsPerDay.find(queryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelEventCounts = {}
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for doc in documents
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levelEventCounts[doc.l] ?= {}
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levelEventCounts[doc.l][doc.d] ?= {}
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levelEventCounts[doc.l][doc.d][doc.e] ?= 0
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levelEventCounts[doc.l][doc.d][doc.e] += doc.c
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completions = []
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for levelID of levelEventCounts
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days = {}
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for day of levelEventCounts[levelID]
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days[day] =
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started: levelEventCounts[levelID][day][startEventID] ? 0
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finished: levelEventCounts[levelID][day][finishEventID] ? 0
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completions.push
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level: levelStringIDSlugMap[levelID]
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days: days
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completions.sort (a, b) -> orderedLevelSlugs.indexOf(a.level) - orderedLevelSlugs.indexOf(b.level)
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@campaignCompletionsCache[cacheKey] = completions
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@sendSuccess res, completions
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getLevelData = (campaignLevels) =>
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# 2. Get ordered level slugs and string ID to level slug mapping
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# Input:
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# campaignLevels - array of Level IDs
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queryParams = {original: {$in: campaignLevels}, "version.isLatestMajor": true, "version.isLatestMinor": true}
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Level.find(queryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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# Save original level ID and slug in array for sorting
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campaignOriginalSlugs = []
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for doc in documents
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campaignOriginalSlugs.push
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slug: _.str.slugify(doc.get('name'))
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original: doc.get('original').toString()
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# Sort slugs against original levels from campaign
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campaignOriginalSlugs.sort (a, b) ->
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if campaignLevels.indexOf(a.original) < campaignLevels.indexOf(b.original) then -1 else 1
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# Lookup analytics string IDs for level slugs
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orderedLevelSlugs = []
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orderedLevelSlugs.push item.slug for item in campaignOriginalSlugs
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AnalyticsString.find({v: {$in: orderedLevelSlugs}}).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelStringIDSlugMap = {}
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levelStringIDSlugMap[doc._id] = doc.v for doc in documents
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getCompletions orderedLevelSlugs, levelStringIDSlugMap
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# 1. Get campaign levels
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Campaign.find({slug: campaignSlug}).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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campaignLevels = []
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campaignLevels.push level for level of doc.get('levels') for doc in documents
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getLevelData campaignLevels
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getLevelDropsBySlugs: (req, res) ->
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# Send back an array of level/drops
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# Drops - Number of unique users for which this was the last level they played
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# Parameters:
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# slugs - level slugs
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# startDay - Inclusive, optional, YYYYMMDD e.g. '20141214'
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# endDay - Exclusive, optional, YYYYMMDD e.g. '20141216'
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levelSlugs = req.query.slugs or req.body.slugs
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startDay = req.query.startDay or req.body.startDay
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endDay = req.query.endDay or req.body.endDay
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# log.warn "level_drops levelSlugs='#{levelSlugs}' startDay=#{startDay} endDay=#{endDay}"
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return @sendSuccess res, [] unless levelSlugs?
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# Cache results in app server memory for 1 day
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@levelDropsCache ?= {}
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@levelDropsCachedSince ?= new Date()
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if (new Date()) - @levelDropsCachedSince > 86400 * 1000
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@levelDropsCache = {}
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@levelDropsCachedSince = new Date()
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cacheKey = levelSlugs.join ''
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cacheKey += 's' + startDay if startDay?
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cacheKey += 'e' + endDay if endDay?
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return @sendSuccess res, drops if drops = @levelDropsCache[cacheKey]
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AnalyticsString.find({v: {$in: ['User Dropped', 'all'].concat(levelSlugs)}}).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelStringIDSlugMap = {}
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for doc in documents
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droppedEventID = doc._id if doc.v is 'User Dropped'
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filterEventID = doc._id if doc.v is 'all'
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levelStringIDSlugMap[doc._id] = doc.v if doc.v in levelSlugs
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return @sendSuccess res, [] unless droppedEventID? and filterEventID?
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queryParams = {$and: [
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{e: droppedEventID},
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{f: filterEventID},
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{l: {$in: Object.keys(levelStringIDSlugMap)}}
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]}
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queryParams["$and"].push {d: {$gte: startDay}} if startDay?
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queryParams["$and"].push {d: {$lt: endDay}} if endDay?
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AnalyticsPerDay.find(queryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelEventCounts = {}
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for doc in documents
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levelEventCounts[doc.l] ?= {}
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levelEventCounts[doc.l][doc.e] ?= 0
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levelEventCounts[doc.l][doc.e] += doc.c
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drops = []
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for levelID of levelEventCounts
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drops.push
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level: levelStringIDSlugMap[levelID]
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dropped: levelEventCounts[levelID][droppedEventID] ? 0
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@levelDropsCache[cacheKey] = drops
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@sendSuccess res, drops
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getLevelCompletionsBySlug: (req, res) ->
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# Returns an array of per-day starts and finishes for given level
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# Parameters:
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# slug - level slug
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# startDay - Inclusive, optional, YYYYMMDD e.g. '20141214'
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# endDay - Exclusive, optional, YYYYMMDD e.g. '20141216'
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# TODO: Code is similar to getCampaignCompletionsBySlug
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levelSlug = req.query.slug or req.body.slug
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startDay = req.query.startDay or req.body.startDay
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endDay = req.query.endDay or req.body.endDay
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return @sendSuccess res, [] unless levelSlug?
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# log.warn "level_completions levelSlug='#{levelSlug}' startDay=#{startDay} endDay=#{endDay}"
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# Cache results in app server memory for 1 day
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@levelCompletionsCache ?= {}
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@levelCompletionsCachedSince ?= new Date()
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if (new Date()) - @levelCompletionsCachedSince > 86400 * 1000
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@levelCompletionsCache = {}
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@levelCompletionsCachedSince = new Date()
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cacheKey = levelSlug
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cacheKey += 's' + startDay if startDay?
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cacheKey += 'e' + endDay if endDay?
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return @sendSuccess res, levelCompletions if levelCompletions = @levelCompletionsCache[cacheKey]
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AnalyticsString.find({v: {$in: ['Started Level', 'Saw Victory', 'all', levelSlug]}}).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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for doc in documents
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startEventID = doc._id if doc.v is 'Started Level'
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finishEventID = doc._id if doc.v is 'Saw Victory'
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filterEventID = doc._id if doc.v is 'all'
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levelID = doc._id if doc.v is levelSlug
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return @sendSuccess res, [] unless startEventID? and finishEventID? and filterEventID? and levelID?
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queryParams = {$and: [{$or: [{e: startEventID}, {e: finishEventID}]},{f: filterEventID},{l: levelID}]}
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queryParams["$and"].push {d: {$gte: startDay}} if startDay?
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queryParams["$and"].push {d: {$lt: endDay}} if endDay?
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AnalyticsPerDay.find(queryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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dayEventCounts = {}
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for doc in documents
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day = doc.get('d')
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eventID = doc.get('e')
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count = doc.get('c')
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dayEventCounts[day] ?= {}
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dayEventCounts[day][eventID] = count
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completions = []
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for day of dayEventCounts
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started = 0
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finished = 0
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for eventID of dayEventCounts[day]
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eventID = parseInt eventID
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started = dayEventCounts[day][eventID] if eventID is startEventID
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finished = dayEventCounts[day][eventID] if eventID is finishEventID
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completions.push
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created: day
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started: started
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finished: finished
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@levelCompletionsCache[cacheKey] = completions
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@sendSuccess res, completions
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getLevelHelpsBySlugs: (req, res) ->
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# Send back an array of per-day level help buttons clicked and videos started
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# Parameters:
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# slugs - level slugs
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# startDay - Inclusive, optional, YYYYMMDD e.g. '20141214'
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# endDay - Exclusive, optional, YYYYMMDD e.g. '20141216'
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levelSlugs = req.query.slugs or req.body.slugs
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startDay = req.query.startDay or req.body.startDay
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endDay = req.query.endDay or req.body.endDay
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# log.warn "level_helps levelSlugs='#{levelSlugs}' startDay=#{startDay} endDay=#{endDay}"
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return @sendSuccess res, [] unless levelSlugs?
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# Cache results in app server memory for 1 day
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@levelHelpsCache ?= {}
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@levelHelpsCachedSince ?= new Date()
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if (new Date()) - @levelHelpsCachedSince > 86400 * 1000
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@levelHelpsCache = {}
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@levelHelpsCachedSince = new Date()
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cacheKey = levelSlugs.join ''
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cacheKey += 's' + startDay if startDay?
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cacheKey += 'e' + endDay if endDay?
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return @sendSuccess res, helps if helps = @levelHelpsCache[cacheKey]
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findQueryParams = {v: {$in: ['Problem alert help clicked', 'Spell palette help clicked', 'Start help video', 'all'].concat(levelSlugs)}}
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AnalyticsString.find(findQueryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelStringIDSlugMap = {}
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for doc in documents
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alertHelpEventID = doc._id if doc.v is 'Problem alert help clicked'
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palettteHelpEventID = doc._id if doc.v is 'Spell palette help clicked'
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videoHelpEventID = doc._id if doc.v is 'Start help video'
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filterEventID = doc._id if doc.v is 'all'
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levelStringIDSlugMap[doc._id] = doc.v if doc.v in levelSlugs
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return @sendSuccess res, [] unless alertHelpEventID? and palettteHelpEventID? and videoHelpEventID? and filterEventID?
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queryParams = {$and: [
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{e: {$in: [alertHelpEventID, palettteHelpEventID, videoHelpEventID]}},
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{f: filterEventID},
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{l: {$in: Object.keys(levelStringIDSlugMap)}}
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]}
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queryParams["$and"].push {d: {$gte: startDay}} if startDay?
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queryParams["$and"].push {d: {$lt: endDay}} if endDay?
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AnalyticsPerDay.find(queryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelEventCounts = {}
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for doc in documents
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levelEventCounts[doc.l] ?= {}
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levelEventCounts[doc.l][doc.d] ?= {}
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levelEventCounts[doc.l][doc.d][doc.e] ?= 0
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levelEventCounts[doc.l][doc.d][doc.e] += doc.c
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helps = []
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for levelID of levelEventCounts
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for day of levelEventCounts[levelID]
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alertHelps = 0
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paletteHelps = 0
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videoStarts = 0
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for eventID of levelEventCounts[levelID][day]
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alertHelps = levelEventCounts[levelID][day][eventID] if parseInt(eventID) is alertHelpEventID
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paletteHelps = levelEventCounts[levelID][day][eventID] if parseInt(eventID) is palettteHelpEventID
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videoStarts = levelEventCounts[levelID][day][eventID] if parseInt(eventID) is videoHelpEventID
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helps.push
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level: levelStringIDSlugMap[levelID]
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day: day
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alertHelps: alertHelps
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paletteHelps: paletteHelps
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videoStarts: videoStarts
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@levelHelpsCache[cacheKey] = helps
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@sendSuccess res, helps
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getLevelSubscriptionsBySlugs: (req, res) ->
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# Send back an array of level subscriptions shown and purchased counts
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# Parameters:
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# slugs - level slugs
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# startDay - Inclusive, optional, YYYYMMDD e.g. '20141214'
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# endDay - Exclusive, optional, YYYYMMDD e.g. '20141216'
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levelSlugs = req.query.slugs or req.body.slugs
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startDay = req.query.startDay or req.body.startDay
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endDay = req.query.endDay or req.body.endDay
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# log.warn "level_subscriptions levelSlugs='#{levelSlugs}' startDay=#{startDay} endDay=#{endDay}"
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return @sendSuccess res, [] unless levelSlugs?
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# Cache results in app server memory for 1 day
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@levelSubscriptionsCache ?= {}
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@levelSubscriptionsCachedSince ?= new Date()
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if (new Date()) - @levelSubscriptionsCachedSince > 86400 * 1000
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@levelSubscriptionsCache = {}
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@levelSubscriptionsCachedSince = new Date()
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cacheKey = levelSlugs.join ''
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cacheKey += 's' + startDay if startDay?
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cacheKey += 'e' + endDay if endDay?
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return @sendSuccess res, subscriptions if subscriptions = @levelSubscriptionsCache[cacheKey]
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findQueryParams = {v: {$in: ['Show subscription modal', 'Finished subscription purchase', 'all'].concat(levelSlugs)}}
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AnalyticsString.find(findQueryParams).exec (err, documents) =>
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if err? then return @sendDatabaseError res, err
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levelStringIDSlugMap = {}
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for doc in documents
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showSubEventID = doc._id if doc.v is 'Show subscription modal'
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finishSubEventID = doc._id if doc.v is 'Finished subscription purchase'
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filterEventID = doc._id if doc.v is 'all'
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levelStringIDSlugMap[doc._id] = doc.v if doc.v in levelSlugs
|
|
|
|
return @sendSuccess res, [] unless showSubEventID? and finishSubEventID? and filterEventID?
|
|
|
|
queryParams = {$and: [
|
|
{e: {$in: [showSubEventID, finishSubEventID]}},
|
|
{f: filterEventID},
|
|
{l: {$in: Object.keys(levelStringIDSlugMap)}}
|
|
]}
|
|
queryParams["$and"].push {d: {$gte: startDay}} if startDay?
|
|
queryParams["$and"].push {d: {$lt: endDay}} if endDay?
|
|
AnalyticsPerDay.find(queryParams).exec (err, documents) =>
|
|
if err? then return @sendDatabaseError res, err
|
|
|
|
levelEventCounts = {}
|
|
for doc in documents
|
|
levelEventCounts[doc.l] ?= {}
|
|
levelEventCounts[doc.l][doc.e] ?= 0
|
|
levelEventCounts[doc.l][doc.e] += doc.c
|
|
|
|
subscriptions = []
|
|
for levelID of levelEventCounts
|
|
subsShown = 0
|
|
subsPurchased = 0
|
|
for eventID of levelEventCounts[levelID]
|
|
subsShown = levelEventCounts[levelID][eventID] if parseInt(eventID) is showSubEventID
|
|
subsPurchased = levelEventCounts[levelID][eventID] if parseInt(eventID) is finishSubEventID
|
|
subscriptions.push
|
|
level: levelStringIDSlugMap[levelID]
|
|
shown: subsShown
|
|
purchased: subsPurchased
|
|
|
|
@levelSubscriptionsCache[cacheKey] = subscriptions
|
|
@sendSuccess res, subscriptions
|
|
|
|
getRecurringRevenue: (req, res) ->
|
|
events = [
|
|
'DRR gems',
|
|
'DRR school sales',
|
|
'DRR yearly subs',
|
|
'DRR monthly subs',
|
|
'DRR paypal']
|
|
|
|
AnalyticsString.find({v: {$in: events}}).exec (err, documents) =>
|
|
return @sendDatabaseError(res, err) if err
|
|
eventIDs = []
|
|
eventStringMap = {}
|
|
for doc in documents
|
|
eventStringMap[doc._id.valueOf()] = doc.v
|
|
eventIDs.push doc._id
|
|
return @sendSuccess res, [] unless eventIDs.length is events.length
|
|
|
|
AnalyticsPerDay.find({e: {$in: eventIDs}}).exec (err, documents) =>
|
|
return @sendDatabaseError(res, err) if err
|
|
dayCountsMap = {}
|
|
for doc in documents
|
|
dayCountsMap[doc.d] ?= {}
|
|
dayCountsMap[doc.d][eventStringMap[doc.e.valueOf()]] = doc.c
|
|
recurringRevenue = []
|
|
for key, val of dayCountsMap
|
|
recurringRevenue.push day: key, groups: dayCountsMap[key] ? {}
|
|
@sendSuccess(res, recurringRevenue)
|
|
|
|
|
|
module.exports = new AnalyticsPerDayHandler()
|