AnalyticsLogEvent = require './AnalyticsLogEvent' Handler = require '../commons/Handler' log = require 'winston' class AnalyticsLogEventHandler extends Handler modelClass: AnalyticsLogEvent jsonSchema: require '../../app/schemas/models/analytics_log_event' editableProperties: [ 'event' 'properties' ] hasAccess: (req) -> req.method in ['POST'] or req.user?.isAdmin() makeNewInstance: (req) -> instance = super(req) instance.set('user', req.user._id) instance getByRelationship: (req, res, args...) -> return @getLevelCompletionsBySlugs(req, res) if args[1] is 'level_completions' return @getCampaignDropOffs(req, res) if args[1] is 'campaign_drop_offs' super(arguments...) getLevelCompletionsBySlugs: (req, res) -> # Returns an array of per-day level starts and finishes # Parameters: # slugs - array of level slugs # startDay - Inclusive, optional, e.g. '2014-12-14' # endDay - Exclusive, optional, e.g. '2014-12-16' # TODO: An uncached call takes about 15s locally levelSlugs = req.query.slugs or req.body.slugs startDay = req.query.startDay or req.body.startDay endDay = req.query.endDay or req.body.endDay return @sendSuccess res, [] unless levelSlugs? # Cache results for 1 day @levelCompletionsCache ?= {} @levelCompletionsCachedSince ?= new Date() if (new Date()) - @levelCompletionsCachedSince > 86400 * 1000 # Dumb cache expiration @levelCompletionsCache = {} @levelCompletionsCachedSince = new Date() cacheKey = levelSlugs.join(',') cacheKey += 's' + startDay if startDay? cacheKey += 'e' + endDay if endDay? return @sendSuccess res, levelCompletions if levelCompletions = @levelCompletionsCache[cacheKey] # Build query match = {$match: {$and: [{$or: [{"event" : 'Started Level'}, {"event" : 'Saw Victory'}]}]}} match["$match"]["$and"].push created: {$gte: new Date(startDay + "T00:00:00.000Z")} if startDay? match["$match"]["$and"].push created: {$lt: new Date(endDay + "T00:00:00.000Z")} if endDay? project = {"$project": {"_id": 0, "event": 1, "level": {$ifNull: ["$properties.level", "$properties.levelID"]}, "created": {"$concat": [{"$substr": ["$created", 0, 4]}, "-", {"$substr": ["$created", 5, 2]}, "-", {"$substr" : ["$created", 8, 2]}]}}} group = {"$group": {"_id": {"event": "$event", "created": "$created", "level": "$level"}, "count": {"$sum": 1}}} query = AnalyticsLogEvent.aggregate match, project, group query.exec (err, data) => if err? then return @sendDatabaseError res, err # Build per-level-day started and finished counts levelDateMap = {} for item in data created = item._id.created event = item._id.event level = item._id.level continue unless level? # 'Started Level' event uses level slug, 'Saw Victory' event uses level name with caps and spaces. level = level.toLowerCase().replace new RegExp(' ', 'g'), '-' if event is 'Saw Victory' continue unless level in levelSlugs levelDateMap[level] ?= {} levelDateMap[level][created] ?= {} levelDateMap[level][created] ?= {} if event is 'Saw Victory' levelDateMap[level][created]['finished'] = item.count else levelDateMap[level][created]['started'] = item.count # Build list of level completions completions = [] for level of levelDateMap for created, item of levelDateMap[level] completions.push level: level created: created started: item.started finished: item.finished @levelCompletionsCache[cacheKey] = completions @sendSuccess res, completions getCampaignDropOffs: (req, res) -> # Returns a dictionary of per-campaign level start and finish drop-offs # Drop-off: last started or finished level event # Parameters: # slugs - array of campaign slugs # startDay - Inclusive, optional, e.g. '2014-12-14' # endDay - Exclusive, optional, e.g. '2014-12-16' # TODO: Read per-campaign level progression data from a legit source # TODO: An uncached call can take over 30s locally # TODO: Returns all the campaigns # TODO: Calculate overall campaign stats campaignSlugs = req.query.slugs or req.body.slugs startDay = req.query.startDay or req.body.startDay endDay = req.query.endDay or req.body.endDay return @sendSuccess res, [] unless campaignSlugs? # Cache results for 1 day @campaignDropOffsCache ?= {} @campaignDropOffsCachedSince ?= new Date() if (new Date()) - @campaignDropOffsCachedSince > 86400 * 1000 # Dumb cache expiration @campaignDropOffsCache = {} @campaignDropOffsCachedSince = new Date() cacheKey = campaignSlugs.join(',') cacheKey += 's' + startDay if startDay? cacheKey += 'e' + endDay if endDay? return @sendSuccess res, campaignDropOffs if campaignDropOffs = @campaignDropOffsCache[cacheKey] queryParams = {$and: [{$or: [ {"event" : 'Started Level'}, {"event" : 'Saw Victory'}]}]} queryParams["$and"].push created: {$gte: new Date(startDay + "T00:00:00.000Z")} if startDay? queryParams["$and"].push created: {$lt: new Date(endDay + "T00:00:00.000Z")} if endDay? AnalyticsLogEvent.find(queryParams).select('created event properties user').exec (err, data) => if err? then return @sendDatabaseError res, err # Bucketize events by user userProgression = {} for item in data created = item.get('created') event = item.get('event') if event is 'Saw Victory' level = item.get('properties.level').toLowerCase().replace new RegExp(' ', 'g'), '-' else level = item.get('properties.levelID') continue unless level? user = item.get('user') userProgression[user] ?= [] userProgression[user].push created: created event: event level: level # Order user progression by created for user in userProgression userProgression[user].sort (a,b) -> if a.created < b.created then return -1 else 1 # Per-level start/drop/finish/drop levelProgression = {} for user of userProgression for i in [0...userProgression[user].length] event = userProgression[user][i].event level = userProgression[user][i].level levelProgression[level] ?= started: 0 startDropped: 0 finished: 0 finishDropped: 0 if event is 'Started Level' levelProgression[level].started++ levelProgression[level].startDropped++ if i is userProgression[user].length - 1 else if event is 'Saw Victory' levelProgression[level].finished++ levelProgression[level].finishDropped++ if i is userProgression[user].length - 1 # Put in campaign order campaignRates = {} for level of levelProgression for campaign of campaigns if level in campaigns[campaign] started = levelProgression[level].started startDropped = levelProgression[level].startDropped finished = levelProgression[level].finished finishDropped = levelProgression[level].finishDropped campaignRates[campaign] ?= levels: [] # overall: # started: 0, # startDropped: 0, # finished: 0, # finishDropped: 0 campaignRates[campaign].levels.push level: level started: started startDropped: startDropped finished: finished finishDropped: finishDropped break # Sort level data by campaign order for campaign of campaignRates campaignRates[campaign].levels.sort (a, b) -> if campaigns[campaign].indexOf(a.level) < campaigns[campaign].indexOf(b.level) then return -1 else 1 # Return all campaign data for simplicity # Cache other individual campaigns too, since we have them @campaignDropOffsCache[cacheKey] = campaignRates for campaign of campaignRates cacheKey = campaign cacheKey += 's' + startDay if startDay? cacheKey += 'e' + endDay if endDay? @campaignDropOffsCache[cacheKey] = campaignRates @sendSuccess res, campaignRates # Copied from WorldMapView dungeonLevels = [ 'dungeons-of-kithgard', 'gems-in-the-deep', 'shadow-guard', 'kounter-kithwise', 'crawlways-of-kithgard', 'forgetful-gemsmith', 'true-names', 'favorable-odds', 'the-raised-sword', 'haunted-kithmaze', 'riddling-kithmaze', 'descending-further', 'the-second-kithmaze', 'dread-door', 'known-enemy', 'master-of-names', 'lowly-kithmen', 'closing-the-distance', 'tactical-strike', 'the-final-kithmaze', 'the-gauntlet', 'kithgard-gates', 'cavern-survival' ]; forestLevels = [ 'defense-of-plainswood', 'winding-trail', 'patrol-buster', 'endangered-burl', 'village-guard', 'thornbush-farm', 'back-to-back', 'ogre-encampment', 'woodland-cleaver', 'shield-rush', 'peasant-protection', 'munchkin-swarm', 'munchkin-harvest', 'swift-dagger', 'shrapnel', 'arcane-ally', 'touch-of-death', 'bonemender', 'coinucopia', 'copper-meadows', 'drop-the-flag', 'deadly-pursuit', 'rich-forager', 'siege-of-stonehold', 'multiplayer-treasure-grove', 'dueling-grounds' ]; desertLevels = [ 'the-dunes', 'the-mighty-sand-yak', 'oasis', 'sarven-road', 'sarven-gaps', 'thunderhooves', 'medical-attention', 'minesweeper', 'sarven-sentry', 'keeping-time', 'hoarding-gold', 'decoy-drill', 'yakstraction', 'sarven-brawl', 'desert-combat', 'dust', 'mirage-maker', 'sarven-savior', 'odd-sandstorm' ]; campaigns = { 'dungeon': dungeonLevels, 'forest': forestLevels, 'desert': desertLevels } module.exports = new AnalyticsLogEventHandler()