codecombat/server/analytics/analytics_log_event_handler.coffee

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AnalyticsLogEvent = require './AnalyticsLogEvent'
Campaign = require '../campaigns/Campaign'
Level = require '../levels/Level'
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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...) ->
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return @getLevelCompletionsBySlug(req, res) if args[1] is 'level_completions'
return @getCampaignCompletionsBySlug(req, res) if args[1] is 'campaign_completions'
super(arguments...)
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getLevelCompletionsBySlug: (req, res) ->
# Returns an array of per-day level starts and finishes
# Parameters:
# slug - level slug
# startDay - Inclusive, optional, e.g. '2014-12-14'
# endDay - Exclusive, optional, e.g. '2014-12-16'
# TODO: An uncached call takes about 15s locally
levelSlug = req.query.slug or req.body.slug
startDay = req.query.startDay or req.body.startDay
endDay = req.query.endDay or req.body.endDay
return @sendSuccess res, [] unless levelSlug?
# Cache results for 1 day
@levelCompletionsCache ?= {}
@levelCompletionsCachedSince ?= new Date()
if (new Date()) - @levelCompletionsCachedSince > 86400 * 1000 # Dumb cache expiration
@levelCompletionsCache = {}
@levelCompletionsCachedSince = new Date()
cacheKey = levelSlug
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'
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
# Cache every level, since we had to grab all this data anyway
completions = {}
for level of levelDateMap
completions[level] = []
for created, item of levelDateMap[level]
completions[level].push
level: level
created: created
started: item.started
finished: item.finished
cacheKey = level
cacheKey += 's' + startDay if startDay?
cacheKey += 'e' + endDay if endDay?
@levelCompletionsCache[cacheKey] = completions[level]
@sendSuccess res, completions[levelSlug]
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getCampaignCompletionsBySlug: (req, res) ->
# Returns a dictionary of per-campaign level starts, finishes, and 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: Must be a better way to organize this series of 3 database calls (campaigns, levels, analytics)
# TODO: An uncached call can take over 30s locally
# TODO: Returns all the campaigns
# TODO: Calculate overall campaign stats
# TODO: Assumes db campaign levels are in progression order. Should build this based on actual progression.
campaignSlug = req.query.slug or req.body.slug
startDay = req.query.startDay or req.body.startDay
endDay = req.query.endDay or req.body.endDay
return @sendSuccess res, [] unless campaignSlug?
# Cache results for 1 day
@campaignDropOffsCache ?= {}
@campaignDropOffsCachedSince ?= new Date()
if (new Date()) - @campaignDropOffsCachedSince > 86400 * 1000 # Dumb cache expiration
@campaignDropOffsCache = {}
@campaignDropOffsCachedSince = new Date()
cacheKey = campaignSlug
cacheKey += 's' + startDay if startDay?
cacheKey += 'e' + endDay if endDay?
return @sendSuccess res, campaignDropOffs if campaignDropOffs = @campaignDropOffsCache[cacheKey]
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getCompletions = (campaigns) =>
# Calculate campaign drop off rates
# Input:
# campaigns - per-campaign dictionary of ordered level slugs
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
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completions = {}
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
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completions[campaign] ?=
levels: []
# overall:
# started: 0,
# startDropped: 0,
# finished: 0,
# finishDropped: 0
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completions[campaign].levels.push
level: level
started: started
startDropped: startDropped
finished: finished
finishDropped: finishDropped
break
# Sort level data by campaign order
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for campaign of completions
completions[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
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@campaignDropOffsCache[cacheKey] = completions
for campaign of completions
cacheKey = campaign
cacheKey += 's' + startDay if startDay?
cacheKey += 'e' + endDay if endDay?
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@campaignDropOffsCache[cacheKey] = completions
@sendSuccess res, completions
getLevelData = (campaigns, campaignLevelIDs) =>
# Get level data and replace levelIDs with level slugs in campaigns
# Input:
# campaigns - per-campaign dictionary of ordered levelIDs
# campaignLevelIDs - dictionary of all campaign levelIDs
# Output:
# campaigns - per-campaign dictionary of ordered level slugs
Level.find({original: {$in: campaignLevelIDs}, "version.isLatestMajor": true, "version.isLatestMinor": true}).exec (err, documents) =>
if err? then return @sendDatabaseError res, err
levelSlugMap = {}
for doc in documents
levelID = doc.get('original')
levelSlug = doc.get('name').toLowerCase().replace new RegExp(' ', 'g'), '-'
levelSlugMap[levelID] = levelSlug
# Replace levelIDs with level slugs
for campaign of campaigns
mapFn = (item) -> levelSlugMap[item]
campaigns[campaign] = _.map campaigns[campaign], mapFn, @
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getCompletions campaigns
getCampaignData = () =>
# Get campaign data
# Output:
# campaigns - per-campaign dictionary of ordered levelIDs
# campaignLevelIDs - dictionary of all campaign levelIDs
Campaign.find().exec (err, documents) =>
if err? then return @sendDatabaseError res, err
campaigns = {}
levelCampaignMap = {}
campaignLevelIDs = []
for doc in documents
campaignSlug = doc.get('slug')
levels = doc.get('levels')
campaigns[campaignSlug] = []
levelCampaignMap[campaignSlug] = {}
for levelID of levels
campaigns[campaignSlug].push levelID
campaignLevelIDs.push levelID
levelCampaignMap[levelID] = campaignSlug
getLevelData campaigns, campaignLevelIDs
getCampaignData()
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module.exports = new AnalyticsLogEventHandler()