codecombat/server/analytics/analytics_log_event_handler.coffee

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AnalyticsLogEvent = require './AnalyticsLogEvent'
Handler = require '../commons/Handler'
log = require 'winston'
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class AnalyticsLogEventHandler extends Handler
modelClass: AnalyticsLogEvent
jsonSchema: require '../../app/schemas/models/analytics_log_event'
editableProperties: [
'event'
'properties'
]
hasAccess: (req) ->
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req.method in ['POST'] or req.user?.isAdmin()
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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
}
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module.exports = new AnalyticsLogEventHandler()