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271 lines
10 KiB
CoffeeScript
271 lines
10 KiB
CoffeeScript
template = require 'templates/editor/campaign/campaign-analytics-modal'
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utils = require 'core/utils'
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require 'vendor/d3'
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ModalView = require 'views/core/ModalView'
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# TODO: jquery-ui datepicker doesn't work well in this view
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# TODO: the date format handling is confusing (yyyy-mm-dd <=> yyyymmdd)
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module.exports = class CampaignAnalyticsModal extends ModalView
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id: 'campaign-analytics-modal'
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template: template
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plain: true
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events:
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'click #reload-button': 'onClickReloadButton'
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'dblclick .level': 'onDblClickLevel'
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'change #option-show-left-game': 'updateShowLeftGame'
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'change #option-show-subscriptions': 'updateShowSubscriptions'
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constructor: (options, @campaignHandle, @campaignCompletions) ->
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super options
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@showLeftGame = true
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@showSubscriptions = true
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@getCampaignAnalytics() if me.isAdmin()
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getRenderData: ->
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c = super()
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c.showLeftGame = @showLeftGame
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c.showSubscriptions = @showSubscriptions
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c.campaignCompletions = @campaignCompletions
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c
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afterRender: ->
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super()
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$("#input-startday").datepicker dateFormat: "yy-mm-dd"
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$("#input-endday").datepicker dateFormat: "yy-mm-dd"
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@addCompletionLineGraphs()
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updateShowLeftGame: ->
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@showLeftGame = @$el.find('#option-show-left-game').prop('checked')
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@render()
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updateShowSubscriptions: ->
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@showSubscriptions = @$el.find('#option-show-subscriptions').prop('checked')
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@render()
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onClickReloadButton: () =>
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startDay = $('#input-startday').val()
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endDay = $('#input-endday').val()
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delete @campaignCompletions.levels
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@campaignCompletions.startDay = startDay
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@campaignCompletions.endDay = endDay
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@render()
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@getCampaignAnalytics startDay, endDay
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onDblClickLevel: (e) ->
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row = $(e.target).parents('.level')
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Backbone.Mediator.publish 'editor:campaign-analytics-modal-closed', targetLevelSlug: row.data 'level-slug'
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@hide()
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addCompletionLineGraphs: ->
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# TODO: no line graphs if some levels without completion rates?
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return unless @campaignCompletions.levels
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for level in @campaignCompletions.levels
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days = []
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for day of level['days']
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continue unless level['days'][day].started > 0
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days.push
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day: day
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rate: level['days'][day].finished / level['days'][day].started
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count: level['days'][day].started
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days.sort (a, b) -> a.day - b.day
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data = []
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for i in [0...days.length]
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data.push
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x: i
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y: days[i].rate
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c: days[i].count
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@addLineGraph '#background' + level.level, data
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addLineGraph: (containerSelector, lineData, lineColor='green', min=0, max=1.0) ->
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# Add a line chart to the given container
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# Adjust stroke-weight based on segment count: width 0.3 to 3.0 for counts roughly 100 to 10000
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# TODO: Move this to a utility library
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vis = d3.select(containerSelector)
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width = $(containerSelector).width()
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height = $(containerSelector).height()
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xRange = d3.scale.linear().range([0, width]).domain([d3.min(lineData, (d) -> d.x), d3.max(lineData, (d) -> d.x)])
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yRange = d3.scale.linear().range([height, 0]).domain([min, max])
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lines = []
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for i in [0...lineData.length-1]
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lines.push
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x1: xRange(lineData[i].x)
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y1: yRange(lineData[i].y)
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x2: xRange(lineData[i + 1].x)
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y2: yRange(lineData[i + 1].y)
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strokeWidth: Math.min(3, Math.max(0.3, Math.log(lineData[i].c/10)/2))
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vis.selectAll('.line')
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.data(lines)
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.enter()
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.append("line")
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.attr("x1", (d) -> d.x1)
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.attr("y1", (d) -> d.y1)
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.attr("x2", (d) -> d.x2)
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.attr("y2", (d) -> d.y2)
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.style("stroke-width", (d) -> d.strokeWidth)
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.style("stroke", lineColor)
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getCampaignAnalytics: (startDay, endDay) =>
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if startDay?
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startDayDashed = startDay
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startDay = startDay.replace(/-/g, '')
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else
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startDay = utils.getUTCDay -14
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startDayDashed = "#{startDay[0..3]}-#{startDay[4..5]}-#{startDay[6..7]}"
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if endDay?
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endDayDashed = endDay
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endDay = endDay.replace(/-/g, '')
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else
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endDay = utils.getUTCDay -1
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endDayDashed = "#{endDay[0..3]}-#{endDay[4..5]}-#{endDay[6..7]}"
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@campaignCompletions.startDay = startDayDashed
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@campaignCompletions.endDay = endDayDashed
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# Chain these together so we can calculate relative metrics (e.g. left game per second)
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@getCampaignLevelCompletions startDay, endDay, () =>
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@render?()
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@getCompaignLevelDrops startDay, endDay, () =>
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@render?()
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@getCampaignAveragePlaytimes startDayDashed, endDayDashed, () =>
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@render?()
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@getCampaignLevelSubscriptions startDay, endDay, () =>
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@render?()
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getCampaignAveragePlaytimes: (startDay, endDay, doneCallback) =>
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# Fetch level average playtimes
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# Needs date format yyyy-mm-dd
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success = (data) =>
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return doneCallback() if @destroyed
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# console.log 'getCampaignAveragePlaytimes success', data
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levelAverages = {}
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maxPlaytime = 0
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for item in data
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levelAverages[item.level] ?= []
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levelAverages[item.level].push item.average
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for level in @campaignCompletions.levels
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if levelAverages[level.level]
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if levelAverages[level.level].length > 0
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total = _.reduce levelAverages[level.level], ((sum, num) -> sum + num)
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level.averagePlaytime = total / levelAverages[level.level].length
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maxPlaytime = level.averagePlaytime if maxPlaytime < level.averagePlaytime
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if level.averagePlaytime > 0 and level.dropped > 0
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level.droppedPerSecond = level.dropped / level.averagePlaytime
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else
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level.averagePlaytime = 0.0
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addPlaytimePercentage = (item) ->
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item.playtimePercentage = Math.round(item.averagePlaytime / maxPlaytime * 100.0) unless maxPlaytime is 0
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item
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@campaignCompletions.levels = _.map @campaignCompletions.levels, addPlaytimePercentage, @
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sortedLevels = _.cloneDeep @campaignCompletions.levels
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sortedLevels = _.filter sortedLevels, ((a) -> a.droppedPerSecond > 0), @
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sortedLevels.sort (a, b) -> b.droppedPerSecond - a.droppedPerSecond
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@campaignCompletions.top3DropPerSecond = _.pluck sortedLevels[0..2], 'level'
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doneCallback()
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levelSlugs = _.pluck @campaignCompletions.levels, 'level'
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request = @supermodel.addRequestResource 'playtime_averages', {
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url: '/db/level/-/playtime_averages'
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data: {startDay: startDay, endDay: endDay, slugs: levelSlugs}
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method: 'POST'
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success: success
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}, 0
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request.load()
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getCampaignLevelCompletions: (startDay, endDay, doneCallback) =>
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# Needs date format yyyymmdd
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success = (data) =>
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return doneCallback() if @destroyed
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# console.log 'getCampaignLevelCompletions success', data
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countCompletions = (item) ->
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item.started = _.reduce item.days, ((result, current) -> result + current.started), 0
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item.finished = _.reduce item.days, ((result, current) -> result + current.finished), 0
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item.completionRate = if item.started > 0 then item.finished / item.started * 100 else 0.0
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item
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addUserRemaining = (item) ->
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item.usersRemaining = Math.round(item.started / maxStarted * 100.0) unless maxStarted is 0
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item
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@campaignCompletions.levels = _.map data, countCompletions, @
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if @campaignCompletions.levels.length > 0
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maxStarted = (_.max @campaignCompletions.levels, ((a) -> a.started)).started
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else
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maxStarted = 0
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@campaignCompletions.levels = _.map @campaignCompletions.levels, addUserRemaining, @
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sortedLevels = _.cloneDeep @campaignCompletions.levels
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sortedLevels = _.filter sortedLevels, ((a) -> a.finished >= 10), @
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if sortedLevels.length >= 3
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sortedLevels.sort (a, b) -> b.completionRate - a.completionRate
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@campaignCompletions.top3 = _.pluck sortedLevels[0..2], 'level'
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@campaignCompletions.bottom3 = _.pluck sortedLevels[sortedLevels.length - 4...sortedLevels.length - 1], 'level'
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doneCallback()
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# TODO: Why do we need this url dash?
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request = @supermodel.addRequestResource 'campaign_completions', {
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url: '/db/analytics_perday/-/campaign_completions'
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data: {startDay: startDay, endDay: endDay, slug: @campaignHandle}
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method: 'POST'
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success: success
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}, 0
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request.load()
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getCompaignLevelDrops: (startDay, endDay, doneCallback) =>
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# Fetch level drops
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# Needs date format yyyymmdd
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success = (data) =>
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return if @destroyed
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# console.log 'getCompaignLevelDrops success', data
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levelDrops = {}
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for item in data
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levelDrops[item.level] ?= item.dropped
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for level in @campaignCompletions.levels
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level.dropped = levelDrops[level.level] ? 0
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level.dropPercentage = if level.started > 0 then level.dropped / level.started * 100 else 0.0
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sortedLevels = _.cloneDeep @campaignCompletions.levels
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sortedLevels = _.filter sortedLevels, ((a) -> a.dropPercentage > 0), @
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if sortedLevels.length >= 3
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sortedLevels.sort (a, b) -> b.dropPercentage - a.dropPercentage
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@campaignCompletions.top3DropPercentage = _.pluck sortedLevels[0..2], 'level'
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doneCallback()
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return doneCallback() unless @campaignCompletions?.levels?
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levelSlugs = _.pluck @campaignCompletions.levels, 'level'
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request = @supermodel.addRequestResource 'level_drops', {
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url: '/db/analytics_perday/-/level_drops'
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data: {startDay: startDay, endDay: endDay, slugs: levelSlugs}
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method: 'POST'
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success: success
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}, 0
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request.load()
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getCampaignLevelSubscriptions: (startDay, endDay, doneCallback) =>
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# Fetch level subscriptions
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# Needs date format yyyymmdd
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success = (data) =>
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return doneCallback() if @destroyed
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# console.log 'getCampaignLevelSubscriptions success', data
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levelSubs = {}
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for item in data
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levelSubs[item.level] = shown: item.shown, purchased: item.purchased
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for level in @campaignCompletions.levels
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level.subsShown = levelSubs[level.level]?.shown
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level.subsPurchased = levelSubs[level.level]?.purchased
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doneCallback()
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return doneCallback() unless @campaignCompletions?.levels?
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levelSlugs = _.pluck @campaignCompletions.levels, 'level'
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request = @supermodel.addRequestResource 'campaign_subscriptions', {
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url: '/db/analytics_perday/-/level_subscriptions'
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data: {startDay: startDay, endDay: endDay, slugs: levelSlugs}
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method: 'POST'
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success: success
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}, 0
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request.load()
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